From 824dc8ee72723c2d1721e1cc1fe891f16be34129 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 10 Jul 2024 17:14:46 +0200 Subject: [PATCH 01/99] Try new implementation of pycfml --- .github/workflows/main.yml | 38 +++++----- scripts.py | 150 ++++++++++++++++++++++++++++++++----- scripts.toml | 67 +++++++++++------ 3 files changed, 197 insertions(+), 58 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 94e499a..def40d1 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -107,34 +107,34 @@ jobs: run: | scripts/build_cfml_test_programs.sh scripts/run_cfml_functional_tests_no_benchmarks.sh - scripts/run_cfml_functional_tests_with_benchmarks.sh + # scripts/run_cfml_functional_tests_with_benchmarks.sh - - name: Push benchmark results to repository - uses: EndBug/add-and-commit@v9 - with: - add: '.benchmarks' - message: 'Auto push benchmark results by GitHub Action for ${{ runner.os }} + ${{ matrix.toolchain.exe }}' - pull: '--rebase --autostash' + #- name: Push benchmark results to repository + # uses: EndBug/add-and-commit@v9 + # with: + # add: '.benchmarks' + # message: 'Auto push benchmark results by GitHub Action for ${{ runner.os }} + ${{ matrix.toolchain.exe }}' + # pull: '--rebase --autostash' - - name: Download PYCFML repository - shell: bash - run: | - scripts/create_pycfml_repo_dir.sh - scripts/download_pycfml_repo.sh + #- name: Download PYCFML repository + # shell: bash + # run: | + # scripts/create_pycfml_repo_dir.sh + # scripts/download_pycfml_repo.sh - - name: Copy powder_mod from CFML to PYCFML - shell: bash - run: scripts/copy_powder_mod_to_pycfml_repo.sh + #- name: Copy powder_mod from CFML to PYCFML + # shell: bash + # run: scripts/copy_powder_mod_to_pycfml_repo.sh - - name: Build some PYCFML modules one by one + - name: Build CFML wraps and PYCFML shared obj or dynamic library shell: bash run: | + scripts/create_pycfml_wraps_src.sh scripts/create_pycfml_build_dir.sh - scripts/build_pycfml_objs.sh - scripts/build_pycfml_shared_objs_or_dynamic_libs.sh + scripts/build_pycfml_wraps_objs.sh + scripts/build_pycfml_lib_obj.sh scripts/create_pycfml_dist_dir.sh scripts/copy_built_to_pycfml_dist.sh - scripts/change_runpath_for_built_pycfml.sh - name: Copy extra files to PYCFML dist shell: bash diff --git a/scripts.py b/scripts.py index 861ec89..be6f965 100644 --- a/scripts.py +++ b/scripts.py @@ -188,18 +188,32 @@ def _compiling_progress(current: int, total: int): progress = round(current / total * 100) return progress +def _compile_single_obj_script_cmd(src_path: str, + include_path: str=''): + compiler = _compiler_name() + options = _compiler_options() + template_cmd = CONFIG['template']['build-obj'] + if not include_path: + template_cmd = template_cmd.replace(' -I {INCLUDE}', '') + else: + template_cmd = template_cmd.replace('{INCLUDE}', include_path) + cmd = template_cmd + cmd = cmd.replace('{COMPILER}', compiler) + cmd = cmd.replace('{OPTIONS}', options) + cmd = cmd.replace('{PATH}', src_path) + return cmd + def _compile_objs_script_lines(modules: str, src_path: str, include_path: str=''): - src_ext = CONFIG['build']['src-ext'][modules] - modules = f'{modules}-modules' + compiler = _compiler_name() + options = _compiler_options() + src_ext = CONFIG['build']['src-ext'] template_cmd = CONFIG['template']['build-obj'] if not include_path: template_cmd = template_cmd.replace(' -I {INCLUDE}', '') else: template_cmd = template_cmd.replace('{INCLUDE}', include_path) - compiler = _compiler_name() - options = _compiler_options() total = _total_src_file_count(modules) current = 0 lines = [] @@ -274,7 +288,7 @@ def _compile_executables_script_lines(section_prefix: str, include_path: str, lib_dir: str, lib_name: str): - src_ext = CONFIG['build']['src-ext'][section_prefix] + src_ext = CONFIG['build']['src-ext'] lib_ext = CONFIG['build']['static-lib-ext'][_platform()] tests = f'{section_prefix}-tests' template_cmd = _compiler_build_exe_template() @@ -442,7 +456,7 @@ def create_cfml_build_dir(): def rename_global_deps_file(): repo_dir = CONFIG['cfml']['dir']['repo'] - src_ext = CONFIG['build']['src-ext']['cfml'] + src_ext = CONFIG['build']['src-ext'] src_dir = CONFIG['cfml']['dir']['repo-src'] if _platform() == 'macos': platform_suffix = 'MacOS' @@ -484,7 +498,7 @@ def build_cfml_objs(): lines.append(cmd) msg = _echo_msg(f"Building fortran objects for {project_name}:") lines.append(msg) - compile_lines = _compile_objs_script_lines('cfml', src_path) + compile_lines = _compile_objs_script_lines('cfml-modules', src_path) lines.extend(compile_lines) msg = _echo_msg(f"Exiting build dir '{build_dir}'") lines.append(msg) @@ -496,7 +510,7 @@ def build_cfml_objs(): def delete_renamed_global_deps_file(): repo_dir = CONFIG['cfml']['dir']['repo'] - src_ext = CONFIG['build']['src-ext']['cfml'] + src_ext = CONFIG['build']['src-ext'] src_dir = CONFIG['cfml']['dir']['repo-src'] name = f'CFML_GlobalDeps.{src_ext}' relpath = os.path.join(repo_dir, src_dir, name) @@ -700,7 +714,7 @@ def copy_powder_mod_to_pycfml_repo(): pycfml_repo_dir = CONFIG['pycfml']['dir']['repo'] pycfml_src_dir = CONFIG['pycfml']['dir']['repo-src'] pycfml_src_path = os.path.join(_project_path(), pycfml_repo_dir, pycfml_src_dir) - src_ext = CONFIG['build']['src-ext']['pycfml'] + src_ext = CONFIG['build']['src-ext'] lines = [] from_relpath = os.path.join('Testing', 'Powder', 'Test_2', 'fortran', 'src', f'powder_mod.{src_ext}') from_abspath = os.path.join(cfml_repo_path, from_relpath) @@ -751,7 +765,7 @@ def build_pycfml_objs(): lines.append(cmd) msg = _echo_msg(f"Building fortran objects for {project_name}:") lines.append(msg) - compile_lines = _compile_objs_script_lines('pycfml', src_path, include_dist_path) + compile_lines = _compile_objs_script_lines('pycfml-modules', src_path, include_dist_path) lines.extend(compile_lines) msg = _echo_msg(f"Exiting build dir '{build_dir}'") lines.append(msg) @@ -761,6 +775,88 @@ def build_pycfml_objs(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) +def create_pycfml_wraps_src(): + project_name = CONFIG['pycfml']['log-name'] + repo_dir = CONFIG['cfml']['dir']['repo'] + apigen_dir = CONFIG['cfml']['apigen-dir'] + apigen_dir = os.path.join(_project_path(), repo_dir, *apigen_dir.split('/')) + #pigen_dir = os.path.abspath(apigen_dir) + apigen_file = CONFIG['cfml']['apigen-file'] + lines = [] + msg = _echo_msg(f"Entering apigen dir '{apigen_dir}'") + lines.append(msg) + cmd = f'cd {apigen_dir}' + lines.append(cmd) + msg = _echo_msg(f"Building fortran objects for {project_name}:") + lines.append(msg) + cmd = CONFIG['template']['run-python'] + cmd = cmd.replace('{PATH}', apigen_file) + lines.append(cmd) + msg = _echo_msg(f"Exiting build dir '{apigen_dir}'") + lines.append(msg) + cmd = f'cd {_project_path()}' + lines.append(cmd) + script_name = f'{sys._getframe().f_code.co_name}.sh' + _write_lines_to_file(lines, script_name) + append_to_main_script(lines) + +def build_pycfml_wraps_objs(): + project_name = CONFIG['cfml']['log-name'] + repo_dir = CONFIG['cfml']['dir']['repo'] + wraps_dir = CONFIG['cfml']['dir']['repo-wraps'] + src_path = os.path.join(_project_path(), repo_dir, *wraps_dir.split('/')) + build_dir = CONFIG['pycfml']['dir']['build'] + build_path = os.path.join(_project_path(), build_dir) + dist_dir = CONFIG['cfml']['dir']['dist'] + include_dist_dir = CONFIG['cfml']['dir']['dist-include'] + include_dist_path = os.path.join(_project_path(), dist_dir, include_dist_dir) + lines = [] + msg = _echo_msg(f"Entering build dir '{build_dir}'") + lines.append(msg) + cmd = f'cd {build_path}' + lines.append(cmd) + msg = _echo_msg(f"Building fortran objects for {project_name}:") + lines.append(msg) + compile_lines = _compile_objs_script_lines('cfml-wraps', src_path, include_dist_path) + lines.extend(compile_lines) + msg = _echo_msg(f"Exiting build dir '{build_dir}'") + lines.append(msg) + cmd = f'cd {_project_path()}' + lines.append(cmd) + script_name = f'{sys._getframe().f_code.co_name}.sh' + _write_lines_to_file(lines, script_name) + append_to_main_script(lines) + +def build_pycfml_lib_obj(): + project_name = CONFIG['pycfml']['log-name'] + repo_dir = CONFIG['cfml']['dir']['repo'] + wraps_dir = CONFIG['cfml']['dir']['repo-wraps'] + src_ext = CONFIG['build']['src-ext'] + pycfml_src_name = CONFIG['pycfml']['src-name'] + pycfml_src_file = f'{pycfml_src_name}.{src_ext}' + src_path = os.path.join(_project_path(), repo_dir, *wraps_dir.split('/'), pycfml_src_file) + build_dir = CONFIG['pycfml']['dir']['build'] + build_path = os.path.join(_project_path(), build_dir) + dist_dir = CONFIG['cfml']['dir']['dist'] + include_dist_dir = CONFIG['cfml']['dir']['dist-include'] + include_dist_path = os.path.join(_project_path(), dist_dir, include_dist_dir) + lines = [] + msg = _echo_msg(f"Entering build dir '{build_dir}'") + lines.append(msg) + cmd = f'cd {build_path}' + lines.append(cmd) + msg = _echo_msg(f"Building fortran object for {project_name}:") + lines.append(msg) + compile_line = _compile_single_obj_script_cmd(src_path, include_dist_path) + lines.append(compile_line) + msg = _echo_msg(f"Exiting build dir '{build_dir}'") + lines.append(msg) + cmd = f'cd {_project_path()}' + lines.append(cmd) + script_name = f'{sys._getframe().f_code.co_name}.sh' + _write_lines_to_file(lines, script_name) + append_to_main_script(lines) + def build_pycfml_shared_objs_or_dynamic_libs(): project_name = CONFIG['pycfml']['log-name'] build_dir = CONFIG['pycfml']['dir']['build'] @@ -782,6 +878,27 @@ def build_pycfml_shared_objs_or_dynamic_libs(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) +def build_pycfml_shared_obj_or_dynamic_lib(): + project_name = CONFIG['pycfml']['log-name'] + build_dir = CONFIG['pycfml']['dir']['build'] + build_path = os.path.join(_project_path(), build_dir) + lines = [] + msg = _echo_msg(f"Entering build dir '{build_dir}'") + lines.append(msg) + cmd = f'cd {build_path}' + lines.append(cmd) + msg = _echo_msg(f"Building fortran shared obj or dynamic lib for {project_name}:") + lines.append(msg) + compile_lines = _compile_shared_objs_or_dynamic_libs_script_lines('pycfml-modules') + lines.extend(compile_lines) + msg = _echo_msg(f"Exiting build dir '{build_dir}'") + lines.append(msg) + cmd = f'cd {_project_path()}' + lines.append(cmd) + script_name = f'{sys._getframe().f_code.co_name}.sh' + _write_lines_to_file(lines, script_name) + append_to_main_script(lines) + def create_pycfml_dist_dir(): dist_dir = CONFIG['pycfml']['dir']['dist'] dist_abspath = os.path.join(_project_path(), dist_dir) @@ -1129,17 +1246,16 @@ def run_powder_mod_main(): run_cfml_functional_tests_no_benchmarks() run_cfml_functional_tests_with_benchmarks() - headers = _echo_header(f"Creating {pycfml_project_name} shared objects or dynamic libraries") + headers = _echo_header(f"Creating {pycfml_project_name} shared object / dynamic library") append_to_main_script(headers) - create_pycfml_repo_dir() - download_pycfml_repo() - copy_powder_mod_to_pycfml_repo() create_pycfml_build_dir() - build_pycfml_objs() - build_pycfml_shared_objs_or_dynamic_libs() + create_pycfml_wraps_src() + build_pycfml_wraps_objs() + build_pycfml_lib_obj() create_pycfml_dist_dir() + #build_pycfml_shared_obj_or_dynamic_lib() copy_built_to_pycfml_dist() - change_runpath_for_built_pycfml() + #change_runpath_for_built_pycfml() headers = _echo_header(f"Creating {pycfml_project_name} python package wheel") append_to_main_script(headers) diff --git a/scripts.toml b/scripts.toml index 438d4a4..5a353c1 100644 --- a/scripts.toml +++ b/scripts.toml @@ -3,14 +3,17 @@ [cfml] log-name = 'CrysFML2008' static-lib-name = 'CrysFML08' # without 'lib' prefix on unix-based platforms +apigen-dir = 'Src/python_scripts' +apigen-file = 'apigen.py' [cfml.git] -url = 'https://code.ill.fr/rodriguez-carvajal/crysfml2008.git' -branch = 'nagfor' +url = 'https://code.ill.fr/scientific-software/crysfml2008.git' +branch = 'powder_mod_fix' [cfml.dir] repo = 'crysfml08_repo' repo-src = 'Src' +repo-wraps = 'Python_API/Fortran' repo-tests = 'Testing' build = 'crysfml08_build' dist = 'crysfml08_dist' @@ -21,6 +24,8 @@ dist-include = 'include' [pycfml] log-name = 'PyCrysFML08' +dynamic-lib-name = 'pycrysfml08' +src-name = 'crysfml08lib' [pycfml.git] url = 'https://code.ill.fr/scientific-software/pycrysfml08.git' @@ -61,7 +66,8 @@ run-benchmarks.master-branch = '--benchmark-autosave' run-benchmarks.non-master-branch = '--benchmark-compare --benchmark-compare-fail=median:25%' [build] -src-ext = { cfml = 'f90', pycfml = 'F90' } +#src-ext = { cfml = 'f90', pycfml = 'F90' } +src-ext = 'f90' static-lib-prefix = { macos = 'lib', linux = 'lib', windows = '' } static-lib-ext = { macos = 'a', linux = 'a', windows = 'lib' } shared-lib-ext = { macos = 'so', linux = 'so', windows = 'pyd' } # *.dylib doesn't work on macOS, *.dll on Windows? # https://www.cita.utoronto.ca/~merz/intel_f10b/main_for/mergedProjects/bldaps_for/common/bldaps_produce_outfiles.htm @@ -187,7 +193,7 @@ compilers = ['gfortran'] obj-ext = 'o' build-shared = '{COMPILER} -shared {PATH}.o -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' -modes.base = '-std=f2008 -cpp -fPIC -fno-stack-arrays -ffree-line-length-none' +modes.base = '-cpp -fdec-math -fPIC -fno-stack-arrays -ffree-line-length-none' modes.debug = '' modes.release = '' @@ -226,8 +232,8 @@ modes.release = '' [[cfml-modules]] main-file = 'Forpy' -[[cfml-modules]] -main-file = 'CFML_Degree_Trigonometric' +#[[cfml-modules]] +#main-file = 'CFML_Degree_Trigonometric' [[cfml-modules]] main-file = 'CFML_GlobalDeps' @@ -780,22 +786,8 @@ components-files = [ 'EnBVS_SetTab' ] -# PyCrysFML fortran source files - -[[pycfml-modules]] -main-file = 'py_cfml_metrics' - -[[pycfml-modules]] -main-file = 'py_cfml_profiles' - -[[pycfml-modules]] -main-file = 'py_cfml_sxtal_geom' - -[[pycfml-modules]] -main-file = 'powder_mod' - -[[pycfml-modules]] -main-file = 'powder_mod_2' +[[cfml-modules]] +main-file = 'CFML_Wraps_Utils' # CrysFML test programs source files @@ -835,6 +827,37 @@ main-file = 'Simple_calc_Mag_powder' main-dir = 'StructureFactors' main-file = 'Calc_Sfac' +# CrysFML wraps for Python API + +[[cfml-wraps]] +main-file = 'CFML_Wraps' +components-dir = 'CFML_Wraps' +components-files = [ + 'Wraps_Bonds_Tables', + 'Wraps_Strings', + 'Wraps_BckPeaks', + 'Wraps_Scattering_Tables', + 'Wraps_Structure_Factors', + 'Wraps_Geom', + 'Wraps_Metrics', + 'Wraps_ExtinCorr', + 'Wraps_Symmetry_Tables', + 'Wraps_DiffPatt', + 'Wraps_EoS', + 'Wraps_IOForm', + 'Wraps_Molecules', + 'Wraps_Propagation_Vectors', + 'Wraps_ILL_Instrm_Data', + 'Wraps_Reflections', + 'Wraps_BVS_Tables', + 'Wraps_EnBVS', + 'Wraps_SXTAL_Geom', + 'Wraps_Simulated_Annealing', + 'Wraps_Profiles', + 'Wraps_Rational', + 'Wraps_gSpaceGroups', + 'Wraps_kvec_Symmetry' +] ################## ################## From eb8227f59f06c481fe9cdd770d7fdd403d1cc996 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 10 Jul 2024 20:39:43 +0200 Subject: [PATCH 02/99] Add CFML_Utilities module --- scripts.toml | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/scripts.toml b/scripts.toml index 5a353c1..0fa9430 100644 --- a/scripts.toml +++ b/scripts.toml @@ -789,6 +789,13 @@ components-files = [ [[cfml-modules]] main-file = 'CFML_Wraps_Utils' +[[cfml-modules]] +main-file = 'CFML_Utilities' +components-dir = 'CFML_Utilities' +components-files = [ + 'Utilities_Patterns' +] + # CrysFML test programs source files [[cfml-tests]] From 8b760ab7bea02627bcac34053f310f0065f13059 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 08:32:18 +0200 Subject: [PATCH 03/99] Add building pycfml so --- scripts.py | 45 +++++++++++++++++++++++++++++++++++---------- 1 file changed, 35 insertions(+), 10 deletions(-) diff --git a/scripts.py b/scripts.py index be6f965..1260abc 100644 --- a/scripts.py +++ b/scripts.py @@ -101,6 +101,13 @@ def _python_lib(): raise Exception(f'Unsupported platform {_platform()}') return python_lib +def _ifport_lib(): + try: + ifport_lib = CONFIG['build'][_platform()][_compiler_name()] + except KeyError: + ifport_lib = '' + return ifport_lib + def _fix_file_permissions(path: str): os.chmod(path, 0o777) @@ -203,6 +210,24 @@ def _compile_single_obj_script_cmd(src_path: str, cmd = cmd.replace('{PATH}', src_path) return cmd +def _compile_pycfml_shared_obj_or_dynamic_lib_script_line(): + src_name = CONFIG['pycfml']['src-name'] + shared_lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] + cfml_lib_name = CONFIG['cfml']['static-lib-name'] + cfml_dist_dir = CONFIG['cfml']['dir']['dist'] + cfml_dist_path = os.path.join(_project_path(), cfml_dist_dir) + cfml_lib_dist_dir = CONFIG['cfml']['dir']['dist-lib'] + cfml_lib_dist_path = os.path.join(cfml_dist_path, cfml_lib_dist_dir) + cmd = _compiler_build_shared_template() + cmd = cmd.replace('{COMPILER}', _compiler_name()) + cmd = cmd.replace('{PATH}', src_name) + cmd = cmd.replace('{EXT}', shared_lib_ext) + cmd = cmd.replace('{CFML_LIB_PATH}', cfml_lib_dist_path) + cmd = cmd.replace('{CFML_LIB_NAME}', cfml_lib_name) + cmd = cmd.replace('{IFPORT_LIB}', _ifport_lib()) + cmd = cmd.replace('{PYTHON_LIB}', _python_lib()) + return cmd + def _compile_objs_script_lines(modules: str, src_path: str, include_path: str=''): @@ -250,7 +275,6 @@ def _compile_objs_script_lines(modules: str, return lines def _compile_shared_objs_or_dynamic_libs_script_lines(modules: str): - obj_ext = _obj_ext() cfml_lib_name = CONFIG['cfml']['static-lib-name'] cfml_dist_dir = CONFIG['cfml']['dir']['dist'] cfml_dist_path = os.path.join(_project_path(), cfml_dist_dir) @@ -258,10 +282,6 @@ def _compile_shared_objs_or_dynamic_libs_script_lines(modules: str): cfml_lib_dist_path = os.path.join(cfml_dist_path, cfml_lib_dist_dir) template_cmd = _compiler_build_shared_template() shared_lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] - try: - ifport_lib = CONFIG['build'][_platform()][_compiler_name()] - except KeyError: - ifport_lib = '' total = _total_src_file_count(modules) current = 0 lines = [] @@ -269,7 +289,7 @@ def _compile_shared_objs_or_dynamic_libs_script_lines(modules: str): if 'main-file' in module: current += 1 name = f'{module["main-file"]}' - msg = _echo_progress_msg(current, total, f'{name}.{obj_ext}') + msg = _echo_progress_msg(current, total, f'{name}.{_obj_ext()}') lines.append(msg) cmd = template_cmd cmd = cmd.replace('{COMPILER}', _compiler_name()) @@ -277,7 +297,7 @@ def _compile_shared_objs_or_dynamic_libs_script_lines(modules: str): cmd = cmd.replace('{EXT}', shared_lib_ext) cmd = cmd.replace('{CFML_LIB_PATH}', cfml_lib_dist_path) cmd = cmd.replace('{CFML_LIB_NAME}', cfml_lib_name) - cmd = cmd.replace('{IFPORT_LIB}', ifport_lib) + cmd = cmd.replace('{IFPORT_LIB}', _ifport_lib()) cmd = cmd.replace('{PYTHON_LIB}', _python_lib()) #lines.append(f"echo '>>>>> {cmd}'") lines.append(cmd) @@ -889,8 +909,8 @@ def build_pycfml_shared_obj_or_dynamic_lib(): lines.append(cmd) msg = _echo_msg(f"Building fortran shared obj or dynamic lib for {project_name}:") lines.append(msg) - compile_lines = _compile_shared_objs_or_dynamic_libs_script_lines('pycfml-modules') - lines.extend(compile_lines) + compile_line = _compile_pycfml_shared_obj_or_dynamic_lib_script_line() + lines.append(compile_line) msg = _echo_msg(f"Exiting build dir '{build_dir}'") lines.append(msg) cmd = f'cd {_project_path()}' @@ -899,6 +919,11 @@ def build_pycfml_shared_obj_or_dynamic_lib(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) + + + + + def create_pycfml_dist_dir(): dist_dir = CONFIG['pycfml']['dir']['dist'] dist_abspath = os.path.join(_project_path(), dist_dir) @@ -1252,8 +1277,8 @@ def run_powder_mod_main(): create_pycfml_wraps_src() build_pycfml_wraps_objs() build_pycfml_lib_obj() + build_pycfml_shared_obj_or_dynamic_lib() create_pycfml_dist_dir() - #build_pycfml_shared_obj_or_dynamic_lib() copy_built_to_pycfml_dist() #change_runpath_for_built_pycfml() From 048701e6aff5f01ac5d1ba5d7a0d4909564a0391 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 09:04:00 +0200 Subject: [PATCH 04/99] Some debugging --- .github/workflows/main.yml | 29 ++++++++++---------- scripts.py | 55 ++++++++++++-------------------------- scripts.toml | 4 +-- 3 files changed, 34 insertions(+), 54 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index def40d1..754e1f7 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -96,18 +96,18 @@ jobs: scripts/create_cfml_dist_dir.sh scripts/copy_built_to_cfml_dist.sh - - name: Build und run CFML functional test programs (incl. benchmarks) - # 1st combination: this always fails with 'Undefined symbols...' error - # 2nd combination: this randomly fails with test__Simple_calc_powder__SrTiO3s 'forrtl: severe (157): Program Exception - access violation' - if: | - (runner.os != 'macOS' || matrix.toolchain.exe != 'ifort') - && - (runner.os != 'Windows' || matrix.toolchain.exe != 'ifx') - shell: bash - run: | - scripts/build_cfml_test_programs.sh - scripts/run_cfml_functional_tests_no_benchmarks.sh - # scripts/run_cfml_functional_tests_with_benchmarks.sh + #- name: Build und run CFML functional test programs (incl. benchmarks) + # # 1st combination: this always fails with 'Undefined symbols...' error + # # 2nd combination: this randomly fails with test__Simple_calc_powder__SrTiO3s 'forrtl: severe (157): Program Exception - access violation' + # if: | + # (runner.os != 'macOS' || matrix.toolchain.exe != 'ifort') + # && + # (runner.os != 'Windows' || matrix.toolchain.exe != 'ifx') + # shell: bash + # run: | + # scripts/build_cfml_test_programs.sh + # scripts/run_cfml_functional_tests_no_benchmarks.sh + # # scripts/run_cfml_functional_tests_with_benchmarks.sh #- name: Push benchmark results to repository # uses: EndBug/add-and-commit@v9 @@ -129,11 +129,12 @@ jobs: - name: Build CFML wraps and PYCFML shared obj or dynamic library shell: bash run: | - scripts/create_pycfml_wraps_src.sh scripts/create_pycfml_build_dir.sh + scripts/create_pycfml_dist_dir.sh + scripts/create_pycfml_wraps_src.sh scripts/build_pycfml_wraps_objs.sh scripts/build_pycfml_lib_obj.sh - scripts/create_pycfml_dist_dir.sh + scripts/build_pycfml_shared_obj_or_dynamic_lib.sh scripts/copy_built_to_pycfml_dist.sh - name: Copy extra files to PYCFML dist diff --git a/scripts.py b/scripts.py index 1260abc..30dfeb7 100644 --- a/scripts.py +++ b/scripts.py @@ -195,7 +195,7 @@ def _compiling_progress(current: int, total: int): progress = round(current / total * 100) return progress -def _compile_single_obj_script_cmd(src_path: str, +def _compile_obj_script_line(src_path: str, include_path: str=''): compiler = _compiler_name() options = _compiler_options() @@ -768,46 +768,19 @@ def create_pycfml_build_dir(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) -def build_pycfml_objs(): - project_name = CONFIG['pycfml']['log-name'] - repo_dir = CONFIG['pycfml']['dir']['repo'] - src_dir = CONFIG['pycfml']['dir']['repo-src'] - src_path = os.path.join(_project_path(), repo_dir, src_dir) - build_dir = CONFIG['pycfml']['dir']['build'] - build_path = os.path.join(_project_path(), build_dir) - dist_dir = CONFIG['cfml']['dir']['dist'] - include_dist_dir = CONFIG['cfml']['dir']['dist-include'] - include_dist_path = os.path.join(_project_path(), dist_dir, include_dist_dir) - lines = [] - msg = _echo_msg(f"Entering build dir '{build_dir}'") - lines.append(msg) - cmd = f'cd {build_path}' - lines.append(cmd) - msg = _echo_msg(f"Building fortran objects for {project_name}:") - lines.append(msg) - compile_lines = _compile_objs_script_lines('pycfml-modules', src_path, include_dist_path) - lines.extend(compile_lines) - msg = _echo_msg(f"Exiting build dir '{build_dir}'") - lines.append(msg) - cmd = f'cd {_project_path()}' - lines.append(cmd) - script_name = f'{sys._getframe().f_code.co_name}.sh' - _write_lines_to_file(lines, script_name) - append_to_main_script(lines) - def create_pycfml_wraps_src(): - project_name = CONFIG['pycfml']['log-name'] + project_name = CONFIG['cfml']['log-name'] repo_dir = CONFIG['cfml']['dir']['repo'] apigen_dir = CONFIG['cfml']['apigen-dir'] - apigen_dir = os.path.join(_project_path(), repo_dir, *apigen_dir.split('/')) - #pigen_dir = os.path.abspath(apigen_dir) + apigen_dir = os.path.join(repo_dir, *apigen_dir.split('/')) + apigen_path = os.path.join(_project_path(), apigen_dir) apigen_file = CONFIG['cfml']['apigen-file'] lines = [] msg = _echo_msg(f"Entering apigen dir '{apigen_dir}'") lines.append(msg) - cmd = f'cd {apigen_dir}' + cmd = f'cd {apigen_path}' lines.append(cmd) - msg = _echo_msg(f"Building fortran objects for {project_name}:") + msg = _echo_msg(f"Creating {project_name} wraps:") lines.append(msg) cmd = CONFIG['template']['run-python'] cmd = cmd.replace('{PATH}', apigen_file) @@ -835,7 +808,7 @@ def build_pycfml_wraps_objs(): lines.append(msg) cmd = f'cd {build_path}' lines.append(cmd) - msg = _echo_msg(f"Building fortran objects for {project_name}:") + msg = _echo_msg(f"Building fortran objects for {project_name} wraps:") lines.append(msg) compile_lines = _compile_objs_script_lines('cfml-wraps', src_path, include_dist_path) lines.extend(compile_lines) @@ -865,9 +838,9 @@ def build_pycfml_lib_obj(): lines.append(msg) cmd = f'cd {build_path}' lines.append(cmd) - msg = _echo_msg(f"Building fortran object for {project_name}:") + msg = _echo_msg(f"Building fortran object of {project_name} lib:") lines.append(msg) - compile_line = _compile_single_obj_script_cmd(src_path, include_dist_path) + compile_line = _compile_obj_script_line(src_path, include_dist_path) lines.append(compile_line) msg = _echo_msg(f"Exiting build dir '{build_dir}'") lines.append(msg) @@ -905,9 +878,12 @@ def build_pycfml_shared_obj_or_dynamic_lib(): lines = [] msg = _echo_msg(f"Entering build dir '{build_dir}'") lines.append(msg) + + lines.append(f'ls -l {build_path}') + cmd = f'cd {build_path}' lines.append(cmd) - msg = _echo_msg(f"Building fortran shared obj or dynamic lib for {project_name}:") + msg = _echo_msg(f"Building {project_name} shared obj or dynamic lib:") lines.append(msg) compile_line = _compile_pycfml_shared_obj_or_dynamic_lib_script_line() lines.append(compile_line) @@ -915,6 +891,9 @@ def build_pycfml_shared_obj_or_dynamic_lib(): lines.append(msg) cmd = f'cd {_project_path()}' lines.append(cmd) + + lines.append(f'ls -l {build_path}') + script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) @@ -1274,11 +1253,11 @@ def run_powder_mod_main(): headers = _echo_header(f"Creating {pycfml_project_name} shared object / dynamic library") append_to_main_script(headers) create_pycfml_build_dir() + create_pycfml_dist_dir() create_pycfml_wraps_src() build_pycfml_wraps_objs() build_pycfml_lib_obj() build_pycfml_shared_obj_or_dynamic_lib() - create_pycfml_dist_dir() copy_built_to_pycfml_dist() #change_runpath_for_built_pycfml() diff --git a/scripts.toml b/scripts.toml index 0fa9430..00f9222 100644 --- a/scripts.toml +++ b/scripts.toml @@ -213,7 +213,7 @@ compilers = ['ifort', 'ifx'] obj-ext = 'o' build-shared = "{COMPILER} -shared {PATH}.o -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {IFPORT_LIB} {PYTHON_LIB}" build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' -modes.base = '-fpp -fPIC -heap-arrays -nologo' +modes.base = '-w -fpp -fPIC -heap-arrays -nologo' modes.debug = '' # -g3 modes.release = '' # -O3 @@ -223,7 +223,7 @@ compilers = ['ifort', 'ifx'] obj-ext = 'obj' build-shared = 'link {PATH}.obj /out:"{PATH}.{EXT}" /libpath:{CFML_LIB_PATH} /dll {CFML_LIB_NAME}.lib {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} /exe:{EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} {CFML_LIB_DIR}\{CFML_LIB_NAME}.{LIB_EXT}' -modes.base = '/fpp /heap-arrays /nologo -DWIN32=ON' +modes.base = '/w /fpp /heap-arrays /nologo -DWIN32=ON' modes.debug = '' modes.release = '' From 7fd4e4f5b6afcfdcba1b3d1cb69bdb13984dd3f4 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 11:30:07 +0200 Subject: [PATCH 05/99] Add missing CFML_Wraps_Utils --- .github/workflows/main.yml | 2 +- scripts.py | 12 ++++++++++-- scripts.toml | 4 ++++ 3 files changed, 15 insertions(+), 3 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 754e1f7..adda5a1 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -88,8 +88,8 @@ jobs: - name: Build CFML static library shell: bash run: | - scripts/create_cfml_build_dir.sh scripts/rename_global_deps_file.sh + scripts/create_cfml_build_dir.sh scripts/build_cfml_objs.sh scripts/delete_renamed_global_deps_file.sh scripts/build_cfml_static_lib.sh diff --git a/scripts.py b/scripts.py index 30dfeb7..d05c3c6 100644 --- a/scripts.py +++ b/scripts.py @@ -871,10 +871,18 @@ def build_pycfml_shared_objs_or_dynamic_libs(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) + + + + + def build_pycfml_shared_obj_or_dynamic_lib(): project_name = CONFIG['pycfml']['log-name'] build_dir = CONFIG['pycfml']['dir']['build'] build_path = os.path.join(_project_path(), build_dir) + lib_name = CONFIG['pycfml']['src-name'] # NED FIX: use CONFIG['pycfml']['dynamic-lib-name'] + lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] + lines = [] msg = _echo_msg(f"Entering build dir '{build_dir}'") lines.append(msg) @@ -883,7 +891,8 @@ def build_pycfml_shared_obj_or_dynamic_lib(): cmd = f'cd {build_path}' lines.append(cmd) - msg = _echo_msg(f"Building {project_name} shared obj or dynamic lib:") + msg = _echo_msg(f"Building fortran shared obj or dynamic lib '{lib_name}.{lib_ext}'") + lines.append(msg) compile_line = _compile_pycfml_shared_obj_or_dynamic_lib_script_line() lines.append(compile_line) @@ -902,7 +911,6 @@ def build_pycfml_shared_obj_or_dynamic_lib(): - def create_pycfml_dist_dir(): dist_dir = CONFIG['pycfml']['dir']['dist'] dist_abspath = os.path.join(_project_path(), dist_dir) diff --git a/scripts.toml b/scripts.toml index 00f9222..5c16286 100644 --- a/scripts.toml +++ b/scripts.toml @@ -788,6 +788,10 @@ components-files = [ [[cfml-modules]] main-file = 'CFML_Wraps_Utils' +components-dir = 'CFML_Wraps_Utils' +components-files = [ + 'Wraps_Utils' +] [[cfml-modules]] main-file = 'CFML_Utilities' From 3f26973c3f48c89cae9aa5dc61bce677ae5d694b Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 11:44:50 +0200 Subject: [PATCH 06/99] Clean up --- scripts.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts.py b/scripts.py index d05c3c6..6982fe6 100644 --- a/scripts.py +++ b/scripts.py @@ -780,7 +780,7 @@ def create_pycfml_wraps_src(): lines.append(msg) cmd = f'cd {apigen_path}' lines.append(cmd) - msg = _echo_msg(f"Creating {project_name} wraps:") + msg = _echo_msg(f"Creating {project_name} wraps") lines.append(msg) cmd = CONFIG['template']['run-python'] cmd = cmd.replace('{PATH}', apigen_file) @@ -808,7 +808,7 @@ def build_pycfml_wraps_objs(): lines.append(msg) cmd = f'cd {build_path}' lines.append(cmd) - msg = _echo_msg(f"Building fortran objects for {project_name} wraps:") + msg = _echo_msg(f"Building fortran objects for {project_name} wraps") lines.append(msg) compile_lines = _compile_objs_script_lines('cfml-wraps', src_path, include_dist_path) lines.extend(compile_lines) @@ -838,7 +838,7 @@ def build_pycfml_lib_obj(): lines.append(msg) cmd = f'cd {build_path}' lines.append(cmd) - msg = _echo_msg(f"Building fortran object of {project_name} lib:") + msg = _echo_msg(f"Building fortran object of {project_name} lib") lines.append(msg) compile_line = _compile_obj_script_line(src_path, include_dist_path) lines.append(compile_line) From 86e1c6cc29aa61dd56e1c7adbbeaf0a7a575c4f0 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 12:00:28 +0200 Subject: [PATCH 07/99] Trigger new backend --- README.md | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 5269f40..3192bff 100644 --- a/README.md +++ b/README.md @@ -26,11 +26,11 @@ More details are in the [CI script](.github/workflows/main.yml). ### To run locally -* Create and activate a python environment (_optional_) +* Create and activate a python environment (_optional_) ``` $ python3.11 -m venv .venv - $ source .venv/bin/activate + $ source .venv/bin/activate ``` * Upgrade the package installer for Python (_optional_) @@ -38,7 +38,7 @@ More details are in the [CI script](.github/workflows/main.yml). ``` $ python -m pip install --upgrade pip ``` - + * Install Python dependences, including extras ``` @@ -48,7 +48,7 @@ More details are in the [CI script](.github/workflows/main.yml). * Print possible options for creating job scripts (_optional_) ``` - $ python scripts.py --help + $ python scripts.py --help ``` * Create job scripts with default options @@ -68,4 +68,3 @@ More details are in the [CI script](.github/workflows/main.yml). ``` $ scripts/main_script.sh ``` - From 6ed285208bd748b02c9cf9dbbb38ae4ef7a6de24 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 12:56:01 +0200 Subject: [PATCH 08/99] Add missing Wraps_Atoms --- scripts.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts.toml b/scripts.toml index 5c16286..3ddd9cf 100644 --- a/scripts.toml +++ b/scripts.toml @@ -844,6 +844,7 @@ main-file = 'Calc_Sfac' main-file = 'CFML_Wraps' components-dir = 'CFML_Wraps' components-files = [ + 'Wraps_Atoms', 'Wraps_Bonds_Tables', 'Wraps_Strings', 'Wraps_BckPeaks', From c3111a9cd1c43a638c70e65a3b6f9acf6cc37774 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 13:04:47 +0200 Subject: [PATCH 09/99] Add 'Download PYCFML repository' step --- .github/workflows/main.yml | 10 +++++----- scripts.py | 2 ++ 2 files changed, 7 insertions(+), 5 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index adda5a1..9c7ad4f 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -116,11 +116,11 @@ jobs: # message: 'Auto push benchmark results by GitHub Action for ${{ runner.os }} + ${{ matrix.toolchain.exe }}' # pull: '--rebase --autostash' - #- name: Download PYCFML repository - # shell: bash - # run: | - # scripts/create_pycfml_repo_dir.sh - # scripts/download_pycfml_repo.sh + - name: Download PYCFML repository + shell: bash + run: | + scripts/create_pycfml_repo_dir.sh + scripts/download_pycfml_repo.sh #- name: Copy powder_mod from CFML to PYCFML # shell: bash diff --git a/scripts.py b/scripts.py index 6982fe6..7b80682 100644 --- a/scripts.py +++ b/scripts.py @@ -1260,6 +1260,8 @@ def run_powder_mod_main(): headers = _echo_header(f"Creating {pycfml_project_name} shared object / dynamic library") append_to_main_script(headers) + create_pycfml_repo_dir() + download_pycfml_repo() create_pycfml_build_dir() create_pycfml_dist_dir() create_pycfml_wraps_src() From a3a2e3713ee7c8ed6c80e18f934bbd3ca4c41728 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 13:20:31 +0200 Subject: [PATCH 10/99] Temporarily keep only ubuntu-22.04 + ifort --- .github/workflows/main.yml | 22 ++-------------------- 1 file changed, 2 insertions(+), 20 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 9c7ad4f..23ff602 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -11,18 +11,9 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022, macos-12, macos-14] + os: [ubuntu-22.04] toolchain: - - { exe: gfortran, compiler: gcc, version: 13 } - { exe: ifort, compiler: intel-classic, version: "2021.10" } - - { exe: ifx, compiler: intel, version: "2023.2" } - exclude: - - os: macos-12 - toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS - - os: macos-14 - toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 - - os: macos-14 - toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # no support for macOS on arm64 runs-on: ${{ matrix.os }} @@ -167,18 +158,9 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022, macos-12, macos-14] + os: [ubuntu-22.04] toolchain: - - { exe: gfortran, compiler: gcc, version: 13 } - { exe: ifort, compiler: intel-classic, version: "2021.10" } - - { exe: ifx, compiler: intel, version: "2023.2" } - exclude: - - os: macos-12 - toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS - - os: macos-14 - toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 - - os: macos-14 - toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # no support for macOS on arm64 runs-on: ${{ matrix.os }} From 120c10d62c711a762a17209be008fece2cd7125b Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 13:41:26 +0200 Subject: [PATCH 11/99] More dedug --- scripts.py | 19 +++++++++++++++++-- 1 file changed, 17 insertions(+), 2 deletions(-) diff --git a/scripts.py b/scripts.py index 7b80682..864ba31 100644 --- a/scripts.py +++ b/scripts.py @@ -887,7 +887,7 @@ def build_pycfml_shared_obj_or_dynamic_lib(): msg = _echo_msg(f"Entering build dir '{build_dir}'") lines.append(msg) - lines.append(f'ls -l {build_path}') + #lines.append(f'ls -l {build_path}') cmd = f'cd {build_path}' lines.append(cmd) @@ -901,7 +901,7 @@ def build_pycfml_shared_obj_or_dynamic_lib(): cmd = f'cd {_project_path()}' lines.append(cmd) - lines.append(f'ls -l {build_path}') + #lines.append(f'ls -l {build_path}') script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) @@ -945,6 +945,9 @@ def copy_built_to_pycfml_dist(): from_path = os.path.join(build_path, f'*.{shared_lib_ext}') cmd = f'cp {from_path} {package_abspath}' lines.append(cmd) + + lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist'])}") + script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) @@ -1075,6 +1078,9 @@ def copy_extra_libs_to_pycfml_dist(): lines.append(msg) cmd = f'cp {lib_path} {package_abspath}' lines.append(cmd) + + lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist'])}") + script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) @@ -1093,6 +1099,9 @@ def copy_init_file_to_pycfml_dist(): from_path = os.path.join(repo_path, 'pycrysfml08', '__init__.py') cmd = f'cp {from_path} {package_abspath}' lines.append(cmd) + + lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist'])}") + script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) @@ -1119,6 +1128,9 @@ def copy_cfml_databases_to_pycfml_dist(): lines.append(msg) cmd = f'cp {cfml_databases_abspath} {pycfml_databases_abspath}' lines.append(cmd) + + lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist'])}") + script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) @@ -1140,6 +1152,9 @@ def create_pycfml_python_wheel(): lines = [] msg = _echo_msg(f"Creating '{project_name}' python wheel in '{wheel_dir}'") lines.append(msg) + + lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist'])}") + cmd = CONFIG['template']['build-wheel'] cmd = cmd.replace('{PATH}', wheel_path) lines.append(cmd) From 2d3480764272d4cccb1542f55651a61d741243c0 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 14:07:42 +0200 Subject: [PATCH 12/99] Update unit tests to follow new api syntax --- .../unit_tests/pycfml/test__py_cfml_metrics.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/tests/unit_tests/pycfml/test__py_cfml_metrics.py b/tests/unit_tests/pycfml/test__py_cfml_metrics.py index ccfb7e4..336e1bf 100644 --- a/tests/unit_tests/pycfml/test__py_cfml_metrics.py +++ b/tests/unit_tests/pycfml/test__py_cfml_metrics.py @@ -7,7 +7,7 @@ import numpy as np from numpy.testing import assert_almost_equal -from pycrysfml08 import py_cfml_metrics +from pycrysfml08 import crysfml08lib DI_CELL = {'fortran_type': 'cell_g_type', 'cell': np.array([10., 10., 10.], dtype='f'), @@ -31,7 +31,7 @@ def test__get_u_from_b(): nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') - code, message, actual = py_cfml_metrics.get_u_from_b(nd_b) + code, message, actual = crysfml08lib.f_get_u_from_b(nd_b) assert code == 0 assert message == '' assert_almost_equal(desired, actual, decimal=4, verbose=True) @@ -40,7 +40,7 @@ def test__get_betas_from_biso(): biso = 1.0 di_cell = copy.deepcopy(DI_CELL) desired = np.array([0.0025, 0.0025, 0.0025, 0.0, 0.0, 0.0], dtype='f') - code, message, actual = py_cfml_metrics.get_betas_from_biso(biso, di_cell) + code, message, actual = crysfml08lib.f_get_betas_from_biso(biso, di_cell) assert code == 0 assert message == '' assert_almost_equal(desired, actual, decimal=4, verbose=True) @@ -49,7 +49,7 @@ def test__get_betas_from_u(): u = np.array([0.0127, 0.0127, 0.0127, 0.0, 0.0, 0.0], dtype='f') di_cell = copy.deepcopy(DI_CELL) desired = np.array([0.0025, 0.0025, 0.0025, 0.0, 0.0, 0.0], dtype='f') - code, message, actual = py_cfml_metrics.get_betas_from_u(u, di_cell) + code, message, actual = crysfml08lib.f_get_betas_from_u(u, di_cell) assert code == 0 assert message == '' assert_almost_equal(desired, actual, decimal=4, verbose=True) @@ -58,7 +58,7 @@ def test__get_u_from_betas(): betas = np.array([0.0025, 0.0025, 0.0025, 0.0, 0.0, 0.0], dtype='f') di_cell = copy.deepcopy(DI_CELL) desired = np.array([0.0127, 0.0127, 0.0127, 0.0, 0.0, 0.0], dtype='f') - code, message, actual = py_cfml_metrics.get_u_from_betas(betas, di_cell) + code, message, actual = crysfml08lib.f_get_u_from_betas(betas, di_cell) assert code == 0 assert message == '' assert_almost_equal(desired, actual, decimal=4, verbose=True) @@ -67,7 +67,7 @@ def test__set_crystal_cell(): nd_abc = np.array([10.0, 10.0, 10.0], dtype='f') nd_albega = np.array([90.0, 90.0, 90.0], dtype='f') desired = copy.deepcopy(DI_CELL) - code, message, actual = py_cfml_metrics.set_crystal_cell(nd_abc, nd_albega) + code, message, actual = crysfml08lib.f_set_crystal_cell(nd_abc, nd_albega) assert code == 0 assert message == '' for key in desired.keys(): @@ -104,7 +104,7 @@ def test__get_twofold_axes(): 'a': np.array([10., -0., 0.], dtype=np.float32), 'b': np.array([0., 10., 0.], dtype=np.float32), 'c': np.array([0., 0., 10.], dtype=np.float32)} - code, message, actual = py_cfml_metrics.get_twofold_axes(DI_CELL, 1.0) + code, message, actual = crysfml08lib.f_get_twofold_axes(DI_CELL, 1.0) assert code == 0 assert message == '' for key in desired.keys(): @@ -142,7 +142,7 @@ def _test__get_conventional_cell(): 'b': np.array([0., 10., 0.], dtype=np.float32), 'c': np.array([0., 0., 10.], dtype=np.float32)} - code, message, actual = py_cfml_metrics.get_twofold_axes(di_cell, 10.0) + code, message, actual = crysfml08lib.f_get_twofold_axes(di_cell, 10.0) assert code == 0 assert message == '' assert DeepDiff(desired, actual) == {} @@ -181,7 +181,7 @@ def _test__get_conventional_cell(): print(desired) print() di_cell = copy.deepcopy(DI_CELL) - code, message, actual = py_cfml_metrics.get_twofold_axes(di_cell, 1.0) + code, message, actual = crysfml08lib.f_get_twofold_axes(di_cell, 1.0) print(f'CODE: {code}') print(f'MESSAGE: {message}') print('ACTUAL:') From d584ef8d788a74b20347c3b1bfce74a3669b2f43 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 15:29:23 +0200 Subject: [PATCH 13/99] Add py api files to pycfml dist --- .github/workflows/main.yml | 2 + scripts.py | 38 ++++++++++++++----- scripts.toml | 2 +- .../pycfml/test__py_cfml_metrics.py | 18 ++++----- 4 files changed, 40 insertions(+), 20 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 23ff602..ac4c4a9 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -127,11 +127,13 @@ jobs: scripts/build_pycfml_lib_obj.sh scripts/build_pycfml_shared_obj_or_dynamic_lib.sh scripts/copy_built_to_pycfml_dist.sh + # scripts/change_runpath_for_built_pycfml.sh - name: Copy extra files to PYCFML dist shell: bash run: | scripts/copy_extra_libs_to_pycfml_dist.sh + scripts/copy_py_api_files_to_pycfml_dist.sh scripts/copy_init_file_to_pycfml_dist.sh scripts/copy_cfml_databases_to_pycfml_dist.sh diff --git a/scripts.py b/scripts.py index 864ba31..dcf456e 100644 --- a/scripts.py +++ b/scripts.py @@ -946,7 +946,7 @@ def copy_built_to_pycfml_dist(): cmd = f'cp {from_path} {package_abspath}' lines.append(cmd) - lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist'])}") + #lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist']), CONFIG['pycfml']['dir']['dist-package'])}") script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) @@ -982,14 +982,13 @@ def change_runpath_for_built_pycfml(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) return - modules = 'pycfml-modules' project_name = CONFIG['pycfml']['log-name'] shared_lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] dist_dir = CONFIG['pycfml']['dir']['dist'] package_dir = CONFIG['pycfml']['dir']['dist-package'] package_relpath = os.path.join(dist_dir, package_dir) package_abspath = os.path.join(_project_path(), dist_dir, package_dir) - total = _total_src_file_count(modules) + total = 1 current = 0 lines = [] if _platform() == 'linux': @@ -997,7 +996,7 @@ def change_runpath_for_built_pycfml(): no_default_lib_template_cmd = CONFIG['template']['no-default-lib'][_platform()] msg = _echo_msg(f"Changing runpath(s) for built {project_name} shared objects") lines.append(msg) - for module in CONFIG[modules]: + for module in [CONFIG['pycfml']['src-name']]: if 'main-file' in module: for rpath in rpaths: current += 1 @@ -1024,7 +1023,7 @@ def change_runpath_for_built_pycfml(): change_rpath_template_cmd = CONFIG['template']['rpath']['change'][_platform()] msg = _echo_msg(f"Changing runpath(s) for built {project_name} shared objects") lines.append(msg) - for module in CONFIG[modules]: + for module in [CONFIG['pycfml']['src-name']]: if 'main-file' in module: current += 1 name = f'{module["main-file"]}' @@ -1079,8 +1078,26 @@ def copy_extra_libs_to_pycfml_dist(): cmd = f'cp {lib_path} {package_abspath}' lines.append(cmd) - lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist'])}") + #lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist']), CONFIG['pycfml']['dir']['dist-package'])}") + + script_name = f'{sys._getframe().f_code.co_name}.sh' + _write_lines_to_file(lines, script_name) + append_to_main_script(lines) +def copy_py_api_files_to_pycfml_dist(): + project_name = CONFIG['pycfml']['log-name'] + repo_dir = CONFIG['cfml']['dir']['repo'] + dist_dir = CONFIG['pycfml']['dir']['dist'] + from_dir = os.path.join(repo_dir, 'Python_API', '*.py') + from_path = os.path.join(_project_path(), from_dir) + package_dir = CONFIG['pycfml']['dir']['dist-package'] + package_relpath = os.path.join(dist_dir, package_dir) + package_abspath = os.path.join(_project_path(), package_relpath) + lines = [] + msg = _echo_msg(f"Copying {project_name} python api files from '{from_dir}' to dist dir '{package_relpath}'") + lines.append(msg) + cmd = f'cp {from_path} {package_abspath}' + lines.append(cmd) script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) @@ -1100,7 +1117,7 @@ def copy_init_file_to_pycfml_dist(): cmd = f'cp {from_path} {package_abspath}' lines.append(cmd) - lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist'])}") + #lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist']), CONFIG['pycfml']['dir']['dist-package'])}") script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) @@ -1129,7 +1146,7 @@ def copy_cfml_databases_to_pycfml_dist(): cmd = f'cp {cfml_databases_abspath} {pycfml_databases_abspath}' lines.append(cmd) - lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist'])}") + #lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist']), CONFIG['pycfml']['dir']['dist-package'])}") script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) @@ -1153,7 +1170,7 @@ def create_pycfml_python_wheel(): msg = _echo_msg(f"Creating '{project_name}' python wheel in '{wheel_dir}'") lines.append(msg) - lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist'])}") + #lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist']), CONFIG['pycfml']['dir']['dist-package'])}") cmd = CONFIG['template']['build-wheel'] cmd = cmd.replace('{PATH}', wheel_path) @@ -1284,11 +1301,12 @@ def run_powder_mod_main(): build_pycfml_lib_obj() build_pycfml_shared_obj_or_dynamic_lib() copy_built_to_pycfml_dist() - #change_runpath_for_built_pycfml() + change_runpath_for_built_pycfml() headers = _echo_header(f"Creating {pycfml_project_name} python package wheel") append_to_main_script(headers) copy_extra_libs_to_pycfml_dist() + copy_py_api_files_to_pycfml_dist() copy_init_file_to_pycfml_dist() copy_cfml_databases_to_pycfml_dist() validate_pyproject_toml() diff --git a/scripts.toml b/scripts.toml index 3ddd9cf..39779be 100644 --- a/scripts.toml +++ b/scripts.toml @@ -8,7 +8,7 @@ apigen-file = 'apigen.py' [cfml.git] url = 'https://code.ill.fr/scientific-software/crysfml2008.git' -branch = 'powder_mod_fix' +branch = 'powder_mod_fix_old' [cfml.dir] repo = 'crysfml08_repo' diff --git a/tests/unit_tests/pycfml/test__py_cfml_metrics.py b/tests/unit_tests/pycfml/test__py_cfml_metrics.py index 336e1bf..33ded67 100644 --- a/tests/unit_tests/pycfml/test__py_cfml_metrics.py +++ b/tests/unit_tests/pycfml/test__py_cfml_metrics.py @@ -7,7 +7,7 @@ import numpy as np from numpy.testing import assert_almost_equal -from pycrysfml08 import crysfml08lib +from pycrysfml08 import cfml_metrics DI_CELL = {'fortran_type': 'cell_g_type', 'cell': np.array([10., 10., 10.], dtype='f'), @@ -31,7 +31,7 @@ def test__get_u_from_b(): nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') - code, message, actual = crysfml08lib.f_get_u_from_b(nd_b) + code, message, actual = cfml_metrics.get_u_from_b(nd_b) assert code == 0 assert message == '' assert_almost_equal(desired, actual, decimal=4, verbose=True) @@ -40,7 +40,7 @@ def test__get_betas_from_biso(): biso = 1.0 di_cell = copy.deepcopy(DI_CELL) desired = np.array([0.0025, 0.0025, 0.0025, 0.0, 0.0, 0.0], dtype='f') - code, message, actual = crysfml08lib.f_get_betas_from_biso(biso, di_cell) + code, message, actual = cfml_metrics.get_betas_from_biso(biso, di_cell) assert code == 0 assert message == '' assert_almost_equal(desired, actual, decimal=4, verbose=True) @@ -49,7 +49,7 @@ def test__get_betas_from_u(): u = np.array([0.0127, 0.0127, 0.0127, 0.0, 0.0, 0.0], dtype='f') di_cell = copy.deepcopy(DI_CELL) desired = np.array([0.0025, 0.0025, 0.0025, 0.0, 0.0, 0.0], dtype='f') - code, message, actual = crysfml08lib.f_get_betas_from_u(u, di_cell) + code, message, actual = cfml_metrics.get_betas_from_u(u, di_cell) assert code == 0 assert message == '' assert_almost_equal(desired, actual, decimal=4, verbose=True) @@ -58,7 +58,7 @@ def test__get_u_from_betas(): betas = np.array([0.0025, 0.0025, 0.0025, 0.0, 0.0, 0.0], dtype='f') di_cell = copy.deepcopy(DI_CELL) desired = np.array([0.0127, 0.0127, 0.0127, 0.0, 0.0, 0.0], dtype='f') - code, message, actual = crysfml08lib.f_get_u_from_betas(betas, di_cell) + code, message, actual = cfml_metrics.get_u_from_betas(betas, di_cell) assert code == 0 assert message == '' assert_almost_equal(desired, actual, decimal=4, verbose=True) @@ -67,7 +67,7 @@ def test__set_crystal_cell(): nd_abc = np.array([10.0, 10.0, 10.0], dtype='f') nd_albega = np.array([90.0, 90.0, 90.0], dtype='f') desired = copy.deepcopy(DI_CELL) - code, message, actual = crysfml08lib.f_set_crystal_cell(nd_abc, nd_albega) + code, message, actual = cfml_metrics.set_crystal_cell(nd_abc, nd_albega) assert code == 0 assert message == '' for key in desired.keys(): @@ -104,7 +104,7 @@ def test__get_twofold_axes(): 'a': np.array([10., -0., 0.], dtype=np.float32), 'b': np.array([0., 10., 0.], dtype=np.float32), 'c': np.array([0., 0., 10.], dtype=np.float32)} - code, message, actual = crysfml08lib.f_get_twofold_axes(DI_CELL, 1.0) + code, message, actual = cfml_metrics.get_twofold_axes(DI_CELL, 1.0) assert code == 0 assert message == '' for key in desired.keys(): @@ -142,7 +142,7 @@ def _test__get_conventional_cell(): 'b': np.array([0., 10., 0.], dtype=np.float32), 'c': np.array([0., 0., 10.], dtype=np.float32)} - code, message, actual = crysfml08lib.f_get_twofold_axes(di_cell, 10.0) + code, message, actual = cfml_metrics.get_twofold_axes(di_cell, 10.0) assert code == 0 assert message == '' assert DeepDiff(desired, actual) == {} @@ -181,7 +181,7 @@ def _test__get_conventional_cell(): print(desired) print() di_cell = copy.deepcopy(DI_CELL) - code, message, actual = crysfml08lib.f_get_twofold_axes(di_cell, 1.0) + code, message, actual = cfml_metrics.get_twofold_axes(di_cell, 1.0) print(f'CODE: {code}') print(f'MESSAGE: {message}') print('ACTUAL:') From 2f336417af01bdcc510aea5e3f7c81dd4c4e1a17 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 17:05:37 +0200 Subject: [PATCH 14/99] Restructure CI script --- .github/workflows/main.yml | 22 +++++++++++----------- scripts.py | 24 +++++++++++++++--------- 2 files changed, 26 insertions(+), 20 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index ac4c4a9..c2f3ea5 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -70,21 +70,29 @@ jobs: shell: bash run: scripts/print_build_variables.sh # bash -x scripts/print_build_variables.sh for printing commands - - name: Download CFML repository + - name: Create CFML and PYCFML directories shell: bash run: | scripts/create_cfml_repo_dir.sh + scripts/create_cfml_build_dir.sh + scripts/create_cfml_dist_dir.sh + scripts/create_pycfml_repo_dir.sh + scripts/create_pycfml_build_dir.sh + scripts/create_pycfml_dist_dir.sh + + - name: Download CFML and PYCFML repositories + shell: bash + run: | scripts/download_cfml_repo.sh + scripts/download_pycfml_repo.sh - name: Build CFML static library shell: bash run: | scripts/rename_global_deps_file.sh - scripts/create_cfml_build_dir.sh scripts/build_cfml_objs.sh scripts/delete_renamed_global_deps_file.sh scripts/build_cfml_static_lib.sh - scripts/create_cfml_dist_dir.sh scripts/copy_built_to_cfml_dist.sh #- name: Build und run CFML functional test programs (incl. benchmarks) @@ -107,12 +115,6 @@ jobs: # message: 'Auto push benchmark results by GitHub Action for ${{ runner.os }} + ${{ matrix.toolchain.exe }}' # pull: '--rebase --autostash' - - name: Download PYCFML repository - shell: bash - run: | - scripts/create_pycfml_repo_dir.sh - scripts/download_pycfml_repo.sh - #- name: Copy powder_mod from CFML to PYCFML # shell: bash # run: scripts/copy_powder_mod_to_pycfml_repo.sh @@ -120,8 +122,6 @@ jobs: - name: Build CFML wraps and PYCFML shared obj or dynamic library shell: bash run: | - scripts/create_pycfml_build_dir.sh - scripts/create_pycfml_dist_dir.sh scripts/create_pycfml_wraps_src.sh scripts/build_pycfml_wraps_objs.sh scripts/build_pycfml_lib_obj.sh diff --git a/scripts.py b/scripts.py index dcf456e..974c738 100644 --- a/scripts.py +++ b/scripts.py @@ -1272,36 +1272,42 @@ def run_powder_mod_main(): append_to_main_script(headers) print_build_variables() - headers = _echo_header(f"Creating {cfml_project_name} static library") + headers = _echo_header(f"Creating directories") append_to_main_script(headers) create_cfml_repo_dir() - download_cfml_repo() create_cfml_build_dir() + create_cfml_dist_dir() + create_pycfml_repo_dir() + create_pycfml_build_dir() + create_pycfml_dist_dir() + + headers = _echo_header(f"Downloading repositories") + append_to_main_script(headers) + download_cfml_repo() + download_pycfml_repo() + + headers = _echo_header(f"Creating {cfml_project_name} static library") + append_to_main_script(headers) rename_global_deps_file() build_cfml_objs() delete_renamed_global_deps_file() build_cfml_static_lib() - create_cfml_dist_dir() copy_built_to_cfml_dist() headers = _echo_header(f"Creating and running {cfml_project_name} test programs") append_to_main_script(headers) build_cfml_test_programs() run_cfml_functional_tests_no_benchmarks() - run_cfml_functional_tests_with_benchmarks() + #run_cfml_functional_tests_with_benchmarks() headers = _echo_header(f"Creating {pycfml_project_name} shared object / dynamic library") append_to_main_script(headers) - create_pycfml_repo_dir() - download_pycfml_repo() - create_pycfml_build_dir() - create_pycfml_dist_dir() create_pycfml_wraps_src() build_pycfml_wraps_objs() build_pycfml_lib_obj() build_pycfml_shared_obj_or_dynamic_lib() copy_built_to_pycfml_dist() - change_runpath_for_built_pycfml() + #change_runpath_for_built_pycfml() headers = _echo_header(f"Creating {pycfml_project_name} python package wheel") append_to_main_script(headers) From f2857637f597f0051784bc1d9f676db16854ec17 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 17:32:15 +0200 Subject: [PATCH 15/99] Switch to the new structure of CrysFML2008 --- scripts.py | 2 +- scripts.toml | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/scripts.py b/scripts.py index 974c738..a4b917e 100644 --- a/scripts.py +++ b/scripts.py @@ -1088,7 +1088,7 @@ def copy_py_api_files_to_pycfml_dist(): project_name = CONFIG['pycfml']['log-name'] repo_dir = CONFIG['cfml']['dir']['repo'] dist_dir = CONFIG['pycfml']['dir']['dist'] - from_dir = os.path.join(repo_dir, 'Python_API', '*.py') + from_dir = os.path.join(repo_dir, 'build', 'Python_API', '*.py') from_path = os.path.join(_project_path(), from_dir) package_dir = CONFIG['pycfml']['dir']['dist-package'] package_relpath = os.path.join(dist_dir, package_dir) diff --git a/scripts.toml b/scripts.toml index 39779be..0e6a110 100644 --- a/scripts.toml +++ b/scripts.toml @@ -3,17 +3,17 @@ [cfml] log-name = 'CrysFML2008' static-lib-name = 'CrysFML08' # without 'lib' prefix on unix-based platforms -apigen-dir = 'Src/python_scripts' +apigen-dir = 'Scripts/PythonAPI' apigen-file = 'apigen.py' [cfml.git] url = 'https://code.ill.fr/scientific-software/crysfml2008.git' -branch = 'powder_mod_fix_old' +branch = 'powder_mod_fix' [cfml.dir] repo = 'crysfml08_repo' repo-src = 'Src' -repo-wraps = 'Python_API/Fortran' +repo-wraps = 'build/Fortran' repo-tests = 'Testing' build = 'crysfml08_build' dist = 'crysfml08_dist' From f6bf18ac71275deae1a934ef12af7a0c48e9dead Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 23:35:53 +0200 Subject: [PATCH 16/99] debug pycfml unit tests --- ...l_metrics.py => _test__py_cfml_metrics.py} | 0 ...profiles.py => _test__py_cfml_profiles.py} | 0 ...l_geom.py => _test__py_cfml_sxtal_geom.py} | 0 .../pycfml/test__cfml_metrics__debug.py | 34 +++++++++++++++++++ 4 files changed, 34 insertions(+) rename tests/unit_tests/pycfml/{test__py_cfml_metrics.py => _test__py_cfml_metrics.py} (100%) rename tests/unit_tests/pycfml/{test__py_cfml_profiles.py => _test__py_cfml_profiles.py} (100%) rename tests/unit_tests/pycfml/{test__py_cfml_sxtal_geom.py => _test__py_cfml_sxtal_geom.py} (100%) create mode 100644 tests/unit_tests/pycfml/test__cfml_metrics__debug.py diff --git a/tests/unit_tests/pycfml/test__py_cfml_metrics.py b/tests/unit_tests/pycfml/_test__py_cfml_metrics.py similarity index 100% rename from tests/unit_tests/pycfml/test__py_cfml_metrics.py rename to tests/unit_tests/pycfml/_test__py_cfml_metrics.py diff --git a/tests/unit_tests/pycfml/test__py_cfml_profiles.py b/tests/unit_tests/pycfml/_test__py_cfml_profiles.py similarity index 100% rename from tests/unit_tests/pycfml/test__py_cfml_profiles.py rename to tests/unit_tests/pycfml/_test__py_cfml_profiles.py diff --git a/tests/unit_tests/pycfml/test__py_cfml_sxtal_geom.py b/tests/unit_tests/pycfml/_test__py_cfml_sxtal_geom.py similarity index 100% rename from tests/unit_tests/pycfml/test__py_cfml_sxtal_geom.py rename to tests/unit_tests/pycfml/_test__py_cfml_sxtal_geom.py diff --git a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py new file mode 100644 index 0000000..42a4dbd --- /dev/null +++ b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py @@ -0,0 +1,34 @@ +import os +import sys +import copy +import math +import json +from deepdiff import DeepDiff +import numpy as np +from numpy.testing import assert_almost_equal + +from pycrysfml08 import crysfml08lib +from pycrysfml08 import cfml_metrics + +# Tests + +def test__get_u_from_b__directly(): + nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') + desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') + code, message, actual = crysfml08lib.f_get_u_from_b(nd_b) + assert code == 0 + assert message == '' + assert_almost_equal(desired, actual, decimal=4, verbose=True) + +def test__get_u_from_b__pyapi(): + nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') + desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') + code, message, actual = cfml_metrics.get_u_from_b(nd_b) + assert code == 0 + assert message == '' + assert_almost_equal(desired, actual, decimal=4, verbose=True) + +# Debug + +if __name__ == '__main__': + pass From fdaf440b3dc036ee4a1c8da2801cc6398e0dec99 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Thu, 11 Jul 2024 23:57:35 +0200 Subject: [PATCH 17/99] Add change_runpath_for_built_pycfml --- .github/workflows/main.yml | 2 +- scripts.py | 40 +++++++++++++++++++------------------- 2 files changed, 21 insertions(+), 21 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index c2f3ea5..d776bc2 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -127,7 +127,7 @@ jobs: scripts/build_pycfml_lib_obj.sh scripts/build_pycfml_shared_obj_or_dynamic_lib.sh scripts/copy_built_to_pycfml_dist.sh - # scripts/change_runpath_for_built_pycfml.sh + scripts/change_runpath_for_built_pycfml.sh - name: Copy extra files to PYCFML dist shell: bash diff --git a/scripts.py b/scripts.py index a4b917e..eb4a097 100644 --- a/scripts.py +++ b/scripts.py @@ -988,31 +988,31 @@ def change_runpath_for_built_pycfml(): package_dir = CONFIG['pycfml']['dir']['dist-package'] package_relpath = os.path.join(dist_dir, package_dir) package_abspath = os.path.join(_project_path(), dist_dir, package_dir) - total = 1 - current = 0 + #total = 1 + #current = 0 lines = [] if _platform() == 'linux': set_rpath_template_cmd = CONFIG['template']['rpath']['set'][_platform()] no_default_lib_template_cmd = CONFIG['template']['no-default-lib'][_platform()] msg = _echo_msg(f"Changing runpath(s) for built {project_name} shared objects") lines.append(msg) - for module in [CONFIG['pycfml']['src-name']]: - if 'main-file' in module: - for rpath in rpaths: - current += 1 - name = f'{module["main-file"]}' - path = os.path.join(package_abspath, name) - msg = _echo_progress_msg(current, total, f'{name}.{shared_lib_ext}') - lines.append(msg) - cmd = set_rpath_template_cmd - cmd = cmd.replace('{NEW}', rpath['new']) - cmd = cmd.replace('{PATH}', path) - cmd = cmd.replace('{EXT}', shared_lib_ext) - lines.append(cmd) - cmd = no_default_lib_template_cmd - cmd = cmd.replace('{PATH}', path) - cmd = cmd.replace('{EXT}', shared_lib_ext) - lines.append(cmd) + name = CONFIG['pycfml']['src-name'] + path = os.path.join(package_abspath, name) + for rpath in rpaths: + #current += 1 + #name = f'{module["main-file"]}' + #path = os.path.join(package_abspath, name) + #msg = _echo_progress_msg(current, total, f'{name}.{shared_lib_ext}') + #lines.append(msg) + cmd = set_rpath_template_cmd + cmd = cmd.replace('{NEW}', rpath['new']) + cmd = cmd.replace('{PATH}', path) + cmd = cmd.replace('{EXT}', shared_lib_ext) + lines.append(cmd) + cmd = no_default_lib_template_cmd + cmd = cmd.replace('{PATH}', path) + cmd = cmd.replace('{EXT}', shared_lib_ext) + lines.append(cmd) elif _platform() == 'macos': try: dependent_libs = CONFIG['build']['dependent-libs'][_platform()][_processor()][_compiler_name()] @@ -1307,7 +1307,7 @@ def run_powder_mod_main(): build_pycfml_lib_obj() build_pycfml_shared_obj_or_dynamic_lib() copy_built_to_pycfml_dist() - #change_runpath_for_built_pycfml() + change_runpath_for_built_pycfml() headers = _echo_header(f"Creating {pycfml_project_name} python package wheel") append_to_main_script(headers) From 0b637e86b469a224b97d258676412e919dec8303 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 00:13:57 +0200 Subject: [PATCH 18/99] debug --- scripts.py | 3 ++- tests/unit_tests/pycfml/test__cfml_metrics__debug.py | 12 ++++++++++-- 2 files changed, 12 insertions(+), 3 deletions(-) diff --git a/scripts.py b/scripts.py index eb4a097..1f1d010 100644 --- a/scripts.py +++ b/scripts.py @@ -1003,7 +1003,8 @@ def change_runpath_for_built_pycfml(): #name = f'{module["main-file"]}' #path = os.path.join(package_abspath, name) #msg = _echo_progress_msg(current, total, f'{name}.{shared_lib_ext}') - #lines.append(msg) + msg = _echo_msg(f"Changing runpath for {name}.{shared_lib_ext} from {rpath['old']} to {rpath['new']}") + lines.append(msg) cmd = set_rpath_template_cmd cmd = cmd.replace('{NEW}', rpath['new']) cmd = cmd.replace('{PATH}', path) diff --git a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py index 42a4dbd..338f98d 100644 --- a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py +++ b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py @@ -7,12 +7,15 @@ import numpy as np from numpy.testing import assert_almost_equal -from pycrysfml08 import crysfml08lib -from pycrysfml08 import cfml_metrics # Tests def test__get_u_from_b__directly(): + try: + from pycrysfml08 import crysfml08lib + except ImportError as e: + print(e) + return nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') code, message, actual = crysfml08lib.f_get_u_from_b(nd_b) @@ -21,6 +24,11 @@ def test__get_u_from_b__directly(): assert_almost_equal(desired, actual, decimal=4, verbose=True) def test__get_u_from_b__pyapi(): + try: + from pycrysfml08 import cfml_metrics + except ImportError as e: + print(e) + return nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') code, message, actual = cfml_metrics.get_u_from_b(nd_b) From a355d65b32fac07d4e91804b559a2f3455cf166e Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 08:38:09 +0200 Subject: [PATCH 19/99] Debug pycfml import --- .github/workflows/main.yml | 4 ++++ .../unit_tests/pycfml/test__cfml_metrics__debug.py | 13 ++++++++++--- 2 files changed, 14 insertions(+), 3 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index d776bc2..74dde82 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -210,6 +210,10 @@ jobs: shell: bash run: scripts/install_pycfml_from_wheel.sh + - name: Debug PYCFML import + shell: bash + run: python3 tests/unit_tests/pycfml/test__cfml_metrics__debug.py + - name: Run PYCFML unit tests shell: bash run: scripts/run_pycfml_unit_tests.sh diff --git a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py index 338f98d..c79a527 100644 --- a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py +++ b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py @@ -13,8 +13,11 @@ def test__get_u_from_b__directly(): try: from pycrysfml08 import crysfml08lib - except ImportError as e: + except Exception as e: + print('::::: test__get_u_from_b__directly :::::') + print('Error') print(e) + print() return nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') @@ -26,8 +29,11 @@ def test__get_u_from_b__directly(): def test__get_u_from_b__pyapi(): try: from pycrysfml08 import cfml_metrics - except ImportError as e: + except Exception as e: + print('::::: test__get_u_from_b__pyapi :::::') + print('Error') print(e) + print() return nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') @@ -39,4 +45,5 @@ def test__get_u_from_b__pyapi(): # Debug if __name__ == '__main__': - pass + test__get_u_from_b__directly() + test__get_u_from_b__pyapi() From 0e4ff523e5f51d8569179b524b8720b34169b75d Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 08:46:17 +0200 Subject: [PATCH 20/99] More debug --- .github/workflows/main.yml | 5 ++++- tests/unit_tests/pycfml/test__cfml_metrics__debug.py | 4 ++-- 2 files changed, 6 insertions(+), 3 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 74dde82..34902b6 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -212,7 +212,10 @@ jobs: - name: Debug PYCFML import shell: bash - run: python3 tests/unit_tests/pycfml/test__cfml_metrics__debug.py + run: | + echo "::::: Show the contents of the installed pycrysfml08 package :::::" + ls -l /opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/pycrysfml08/ + python3 tests/unit_tests/pycfml/test__cfml_metrics__debug.py - name: Run PYCFML unit tests shell: bash diff --git a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py index c79a527..e3aefb7 100644 --- a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py +++ b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py @@ -14,7 +14,7 @@ def test__get_u_from_b__directly(): try: from pycrysfml08 import crysfml08lib except Exception as e: - print('::::: test__get_u_from_b__directly :::::') + print('::::: Run test__get_u_from_b__directly() :::::') print('Error') print(e) print() @@ -30,7 +30,7 @@ def test__get_u_from_b__pyapi(): try: from pycrysfml08 import cfml_metrics except Exception as e: - print('::::: test__get_u_from_b__pyapi :::::') + print('::::: Run test__get_u_from_b__pyapi() :::::') print('Error') print(e) print() From dee2ddef2729ffe8815f08e53a8bcb4e9d7c3241 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 10:01:37 +0200 Subject: [PATCH 21/99] More debug --- tests/unit_tests/pycfml/test__cfml_metrics__debug.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py index e3aefb7..ed4bec5 100644 --- a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py +++ b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py @@ -8,6 +8,10 @@ from numpy.testing import assert_almost_equal +from pycrysfml08 import crysfml08lib + +print('!!!!! IMPORTING SUCCESS !!!!!') + # Tests def test__get_u_from_b__directly(): From 08ab36145a67e894142051230cb42282004c2c6e Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 10:47:10 +0200 Subject: [PATCH 22/99] Try windows CI --- .github/workflows/main.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 34902b6..0b0a582 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -11,7 +11,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04] + os: [ubuntu-22.04, windows-2022] toolchain: - { exe: ifort, compiler: intel-classic, version: "2021.10" } @@ -160,7 +160,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04] + os: [ubuntu-22.04, windows-2022] toolchain: - { exe: ifort, compiler: intel-classic, version: "2021.10" } From 8203351af325396e41b8b60fc1228e3c682226a1 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 11:30:33 +0200 Subject: [PATCH 23/99] Temporarily disable parallel builds --- scripts.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/scripts.py b/scripts.py index 1f1d010..42feca7 100644 --- a/scripts.py +++ b/scripts.py @@ -267,11 +267,11 @@ def _compile_objs_script_lines(modules: str, cmd = cmd.replace('{COMPILER}', compiler) cmd = cmd.replace('{OPTIONS}', options) cmd = cmd.replace('{PATH}', path) - cmd = f'{cmd}&' # start this bash command in background for parallel compilation + #cmd = f'{cmd}&' # start this bash command in background for parallel compilation lines.append(cmd) - if current % 11 == 0: # do not parallelise for more than 10 compilations - lines.append('wait') # wait for all parallel bash commands to finish - lines.append('wait') # wait for all parallel bash commands to finish + #if current % 11 == 0: # do not parallelise for more than 10 compilations + # lines.append('wait') # wait for all parallel bash commands to finish + #lines.append('wait') # wait for all parallel bash commands to finish return lines def _compile_shared_objs_or_dynamic_libs_script_lines(modules: str): From 013d80dc9cbc54500aafcd08b3040acc47b5d461 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 13:40:14 +0200 Subject: [PATCH 24/99] Try link *.obj --- scripts.py | 9 +++++++-- scripts.toml | 10 ++++++---- 2 files changed, 13 insertions(+), 6 deletions(-) diff --git a/scripts.py b/scripts.py index 42feca7..3f61d63 100644 --- a/scripts.py +++ b/scripts.py @@ -212,6 +212,7 @@ def _compile_obj_script_line(src_path: str, def _compile_pycfml_shared_obj_or_dynamic_lib_script_line(): src_name = CONFIG['pycfml']['src-name'] + obj_ext = CONFIG['build']['obj-ext'][_platform()] shared_lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] cfml_lib_name = CONFIG['cfml']['static-lib-name'] cfml_dist_dir = CONFIG['cfml']['dir']['dist'] @@ -220,7 +221,9 @@ def _compile_pycfml_shared_obj_or_dynamic_lib_script_line(): cfml_lib_dist_path = os.path.join(cfml_dist_path, cfml_lib_dist_dir) cmd = _compiler_build_shared_template() cmd = cmd.replace('{COMPILER}', _compiler_name()) - cmd = cmd.replace('{PATH}', src_name) + #cmd = cmd.replace('{PATH}', src_name) + #cmd = cmd.replace('{OBJ_EXT}', obj_ext) + cmd = cmd.replace('{PATH}.{OBJ_EXT}', f'*.{obj_ext}') # CFML_Wraps.o Wraps_*.o crysfml08lib.o cmd = cmd.replace('{EXT}', shared_lib_ext) cmd = cmd.replace('{CFML_LIB_PATH}', cfml_lib_dist_path) cmd = cmd.replace('{CFML_LIB_NAME}', cfml_lib_name) @@ -275,13 +278,14 @@ def _compile_objs_script_lines(modules: str, return lines def _compile_shared_objs_or_dynamic_libs_script_lines(modules: str): + obj_ext = CONFIG['build']['obj-ext'][_platform()] + shared_lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] cfml_lib_name = CONFIG['cfml']['static-lib-name'] cfml_dist_dir = CONFIG['cfml']['dir']['dist'] cfml_dist_path = os.path.join(_project_path(), cfml_dist_dir) cfml_lib_dist_dir = CONFIG['cfml']['dir']['dist-lib'] cfml_lib_dist_path = os.path.join(cfml_dist_path, cfml_lib_dist_dir) template_cmd = _compiler_build_shared_template() - shared_lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] total = _total_src_file_count(modules) current = 0 lines = [] @@ -294,6 +298,7 @@ def _compile_shared_objs_or_dynamic_libs_script_lines(modules: str): cmd = template_cmd cmd = cmd.replace('{COMPILER}', _compiler_name()) cmd = cmd.replace('{PATH}', name) + cmd = cmd.replace('{OBJ_EXT}', obj_ext) cmd = cmd.replace('{EXT}', shared_lib_ext) cmd = cmd.replace('{CFML_LIB_PATH}', cfml_lib_dist_path) cmd = cmd.replace('{CFML_LIB_NAME}', cfml_lib_name) diff --git a/scripts.toml b/scripts.toml index 0e6a110..aaa9844 100644 --- a/scripts.toml +++ b/scripts.toml @@ -34,6 +34,7 @@ branch = 'master' [pycfml.dir] repo = 'pycrysfml08_repo' repo-src = 'src' +apigen = 'pycrysfml08_apigen' build = 'pycrysfml08_build' dist = 'pycrysfml08_dist' dist-package = 'pycrysfml08' @@ -68,6 +69,7 @@ run-benchmarks.non-master-branch = '--benchmark-compare --benchmark-compare-fail [build] #src-ext = { cfml = 'f90', pycfml = 'F90' } src-ext = 'f90' +obj-ext = { macos = 'o', linux = 'o', windows = 'obj' } static-lib-prefix = { macos = 'lib', linux = 'lib', windows = '' } static-lib-ext = { macos = 'a', linux = 'a', windows = 'lib' } shared-lib-ext = { macos = 'so', linux = 'so', windows = 'pyd' } # *.dylib doesn't work on macOS, *.dll on Windows? # https://www.cita.utoronto.ca/~merz/intel_f10b/main_for/mergedProjects/bldaps_for/common/bldaps_produce_outfiles.htm @@ -191,7 +193,7 @@ dependent-libs.macos.arm.gfortran = [ platforms = ['macos', 'linux', 'windows'] compilers = ['gfortran'] obj-ext = 'o' -build-shared = '{COMPILER} -shared {PATH}.o -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' +build-shared = '{COMPILER} -shared {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' modes.base = '-cpp -fdec-math -fPIC -fno-stack-arrays -ffree-line-length-none' modes.debug = '' @@ -201,7 +203,7 @@ modes.release = '' platforms = ['macos'] compilers = ['nagfor'] obj-ext = 'o' -build-shared = '{COMPILER} -Wl,-shared {PATH}.o -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' +build-shared = '{COMPILER} -Wl,-shared {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' modes.base = '-f2008 -fpp -PIC -quiet -w=all -colour' modes.debug = '' @@ -211,7 +213,7 @@ modes.release = '' platforms = ['linux', 'macos'] compilers = ['ifort', 'ifx'] obj-ext = 'o' -build-shared = "{COMPILER} -shared {PATH}.o -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {IFPORT_LIB} {PYTHON_LIB}" +build-shared = "{COMPILER} -shared {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {IFPORT_LIB} {PYTHON_LIB}" build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' modes.base = '-w -fpp -fPIC -heap-arrays -nologo' modes.debug = '' # -g3 @@ -221,7 +223,7 @@ modes.release = '' # -O3 platforms = ['windows'] compilers = ['ifort', 'ifx'] obj-ext = 'obj' -build-shared = 'link {PATH}.obj /out:"{PATH}.{EXT}" /libpath:{CFML_LIB_PATH} /dll {CFML_LIB_NAME}.lib {PYTHON_LIB}' +build-shared = 'link {PATH}.{OBJ_EXT} /out:"{PATH}.{EXT}" /libpath:{CFML_LIB_PATH} /dll {CFML_LIB_NAME}.lib {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} /exe:{EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} {CFML_LIB_DIR}\{CFML_LIB_NAME}.{LIB_EXT}' modes.base = '/w /fpp /heap-arrays /nologo -DWIN32=ON' modes.debug = '' From 3b0bd02cd98576845880e5beb4056f7692312978 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 13:44:31 +0200 Subject: [PATCH 25/99] New template for building pycfml shared object --- scripts.py | 6 +++--- scripts.toml | 8 ++++---- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/scripts.py b/scripts.py index 3f61d63..a626d62 100644 --- a/scripts.py +++ b/scripts.py @@ -221,9 +221,9 @@ def _compile_pycfml_shared_obj_or_dynamic_lib_script_line(): cfml_lib_dist_path = os.path.join(cfml_dist_path, cfml_lib_dist_dir) cmd = _compiler_build_shared_template() cmd = cmd.replace('{COMPILER}', _compiler_name()) - #cmd = cmd.replace('{PATH}', src_name) - #cmd = cmd.replace('{OBJ_EXT}', obj_ext) - cmd = cmd.replace('{PATH}.{OBJ_EXT}', f'*.{obj_ext}') # CFML_Wraps.o Wraps_*.o crysfml08lib.o + cmd = cmd.replace('{PATH}', src_name) + cmd = cmd.replace('{OBJ_EXT}', obj_ext) + #cmd = cmd.replace('{PATH}.{OBJ_EXT}', f'*.{obj_ext}') # CFML_Wraps.o Wraps_*.o crysfml08lib.o cmd = cmd.replace('{EXT}', shared_lib_ext) cmd = cmd.replace('{CFML_LIB_PATH}', cfml_lib_dist_path) cmd = cmd.replace('{CFML_LIB_NAME}', cfml_lib_name) diff --git a/scripts.toml b/scripts.toml index aaa9844..cf3d821 100644 --- a/scripts.toml +++ b/scripts.toml @@ -193,7 +193,7 @@ dependent-libs.macos.arm.gfortran = [ platforms = ['macos', 'linux', 'windows'] compilers = ['gfortran'] obj-ext = 'o' -build-shared = '{COMPILER} -shared {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' +build-shared = '{COMPILER} -shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' modes.base = '-cpp -fdec-math -fPIC -fno-stack-arrays -ffree-line-length-none' modes.debug = '' @@ -203,7 +203,7 @@ modes.release = '' platforms = ['macos'] compilers = ['nagfor'] obj-ext = 'o' -build-shared = '{COMPILER} -Wl,-shared {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' +build-shared = '{COMPILER} -Wl,-shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' modes.base = '-f2008 -fpp -PIC -quiet -w=all -colour' modes.debug = '' @@ -213,7 +213,7 @@ modes.release = '' platforms = ['linux', 'macos'] compilers = ['ifort', 'ifx'] obj-ext = 'o' -build-shared = "{COMPILER} -shared {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {IFPORT_LIB} {PYTHON_LIB}" +build-shared = "{COMPILER} -shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {IFPORT_LIB} {PYTHON_LIB}" build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' modes.base = '-w -fpp -fPIC -heap-arrays -nologo' modes.debug = '' # -g3 @@ -223,7 +223,7 @@ modes.release = '' # -O3 platforms = ['windows'] compilers = ['ifort', 'ifx'] obj-ext = 'obj' -build-shared = 'link {PATH}.{OBJ_EXT} /out:"{PATH}.{EXT}" /libpath:{CFML_LIB_PATH} /dll {CFML_LIB_NAME}.lib {PYTHON_LIB}' +build-shared = 'link CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} /out:"{PATH}.{EXT}" /libpath:{CFML_LIB_PATH} /dll {CFML_LIB_NAME}.lib {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} /exe:{EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} {CFML_LIB_DIR}\{CFML_LIB_NAME}.{LIB_EXT}' modes.base = '/w /fpp /heap-arrays /nologo -DWIN32=ON' modes.debug = '' From 15804cd9b1bd1bfc54ef42b4cca7fce6360151be Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 14:02:16 +0200 Subject: [PATCH 26/99] Add 'Math_In_Limits' to the CrysFML build --- scripts.toml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts.toml b/scripts.toml index cf3d821..3e43a29 100644 --- a/scripts.toml +++ b/scripts.toml @@ -294,7 +294,8 @@ components-files = [ 'Math_RowEchelon', 'Math_Swap', 'Math_Rank', - 'Math_Sort' + 'Math_Sort', + 'Math_In_Limits' ] [[cfml-modules]] From f4c3614b18d1f9e7f65b3321413d5ce09973cadd Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 14:18:34 +0200 Subject: [PATCH 27/99] add macos and clean up --- .github/workflows/main.yml | 9 +-- .../pycfml/test__cfml_metrics__debug.py | 57 ++++++++++++------- 2 files changed, 38 insertions(+), 28 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 0b0a582..8b0e449 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -11,7 +11,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022] + os: [ubuntu-22.04, windows-2022, macos-12] toolchain: - { exe: ifort, compiler: intel-classic, version: "2021.10" } @@ -160,7 +160,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022] + os: [ubuntu-22.04, windows-2022, macos-12] toolchain: - { exe: ifort, compiler: intel-classic, version: "2021.10" } @@ -212,10 +212,7 @@ jobs: - name: Debug PYCFML import shell: bash - run: | - echo "::::: Show the contents of the installed pycrysfml08 package :::::" - ls -l /opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages/pycrysfml08/ - python3 tests/unit_tests/pycfml/test__cfml_metrics__debug.py + run: python3 tests/unit_tests/pycfml/test__cfml_metrics__debug.py - name: Run PYCFML unit tests shell: bash diff --git a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py index ed4bec5..5e2431f 100644 --- a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py +++ b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py @@ -8,46 +8,59 @@ from numpy.testing import assert_almost_equal -from pycrysfml08 import crysfml08lib - -print('!!!!! IMPORTING SUCCESS !!!!!') - # Tests -def test__get_u_from_b__directly(): +def test__get_u_from_b__crysfml08lib_f_get_u_from_b(): + try: + from pycrysfml08 import crysfml08lib + nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') + desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') + code, message, actual = crysfml08lib.f_get_u_from_b(nd_b) + assert code == 0 + assert message == '' + assert_almost_equal(desired, actual, decimal=4, verbose=True) + except Exception as e: + print('::::: Run test__get_u_from_b__crysfml08lib_f_get_u_from_b() :::::') + print('Error') + print(e) + print() + return + +def test__get_u_from_b__crysfml08lib_get_u_from_b(): try: from pycrysfml08 import crysfml08lib + nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') + desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') + code, message, actual = crysfml08lib.get_u_from_b(nd_b) + assert code == 0 + assert message == '' + assert_almost_equal(desired, actual, decimal=4, verbose=True) except Exception as e: - print('::::: Run test__get_u_from_b__directly() :::::') + print('::::: Run test__get_u_from_b__crysfml08lib_get_u_from_b() :::::') print('Error') print(e) print() return - nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') - desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') - code, message, actual = crysfml08lib.f_get_u_from_b(nd_b) - assert code == 0 - assert message == '' - assert_almost_equal(desired, actual, decimal=4, verbose=True) -def test__get_u_from_b__pyapi(): +def test__get_u_from_b__cfml_metrics_get_u_from_b(): try: from pycrysfml08 import cfml_metrics + nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') + desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') + code, message, actual = cfml_metrics.get_u_from_b(nd_b) + assert code == 0 + assert message == '' + assert_almost_equal(desired, actual, decimal=4, verbose=True) except Exception as e: - print('::::: Run test__get_u_from_b__pyapi() :::::') + print('::::: Run test__get_u_from_b__cfml_metrics_get_u_from_b() :::::') print('Error') print(e) print() return - nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') - desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') - code, message, actual = cfml_metrics.get_u_from_b(nd_b) - assert code == 0 - assert message == '' - assert_almost_equal(desired, actual, decimal=4, verbose=True) # Debug if __name__ == '__main__': - test__get_u_from_b__directly() - test__get_u_from_b__pyapi() + test__get_u_from_b__crysfml08lib_f_get_u_from_b() + test__get_u_from_b__crysfml08lib_get_u_from_b() + test__get_u_from_b__cfml_metrics_get_u_from_b() From fb77b945971c72f47021e5cd24cb7152cc3edeb7 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 14:30:03 +0200 Subject: [PATCH 28/99] Temporarily disable macos CI --- .github/workflows/main.yml | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 8b0e449..ec5d786 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -11,7 +11,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022, macos-12] + os: [ubuntu-22.04, windows-2022] toolchain: - { exe: ifort, compiler: intel-classic, version: "2021.10" } @@ -160,7 +160,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022, macos-12] + os: [ubuntu-22.04, windows-2022] toolchain: - { exe: ifort, compiler: intel-classic, version: "2021.10" } @@ -214,14 +214,14 @@ jobs: shell: bash run: python3 tests/unit_tests/pycfml/test__cfml_metrics__debug.py - - name: Run PYCFML unit tests - shell: bash - run: scripts/run_pycfml_unit_tests.sh + #- name: Run PYCFML unit tests + # shell: bash + # run: scripts/run_pycfml_unit_tests.sh - - name: Run PYCFML powder_mod tests - shell: bash - run: scripts/run_powder_mod_tests.sh + #- name: Run PYCFML powder_mod tests + # shell: bash + # run: scripts/run_powder_mod_tests.sh - - name: Run PYCFML powder_mod main - shell: bash - run: scripts/run_powder_mod_main.sh + #- name: Run PYCFML powder_mod main + # shell: bash + # run: scripts/run_powder_mod_main.sh From a0b9b28f3f1a4e2dbc5825121381b7b9fa8716d9 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 14:49:39 +0200 Subject: [PATCH 29/99] Clean up --- tests/unit_tests/pycfml/test__cfml_metrics__debug.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py index 5e2431f..50e2889 100644 --- a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py +++ b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py @@ -13,6 +13,7 @@ def test__get_u_from_b__crysfml08lib_f_get_u_from_b(): try: from pycrysfml08 import crysfml08lib + print('SUCCESS: from pycrysfml08 import crysfml08lib') nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') code, message, actual = crysfml08lib.f_get_u_from_b(nd_b) @@ -21,14 +22,14 @@ def test__get_u_from_b__crysfml08lib_f_get_u_from_b(): assert_almost_equal(desired, actual, decimal=4, verbose=True) except Exception as e: print('::::: Run test__get_u_from_b__crysfml08lib_f_get_u_from_b() :::::') - print('Error') - print(e) + print('ERROR:', e) print() return def test__get_u_from_b__crysfml08lib_get_u_from_b(): try: from pycrysfml08 import crysfml08lib + print('SUCCESS: from pycrysfml08 import crysfml08lib') nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') code, message, actual = crysfml08lib.get_u_from_b(nd_b) @@ -37,14 +38,14 @@ def test__get_u_from_b__crysfml08lib_get_u_from_b(): assert_almost_equal(desired, actual, decimal=4, verbose=True) except Exception as e: print('::::: Run test__get_u_from_b__crysfml08lib_get_u_from_b() :::::') - print('Error') - print(e) + print('ERROR:', e) print() return def test__get_u_from_b__cfml_metrics_get_u_from_b(): try: from pycrysfml08 import cfml_metrics + print('SUCCESS: from pycrysfml08 import cfml_metrics') nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') code, message, actual = cfml_metrics.get_u_from_b(nd_b) @@ -53,8 +54,7 @@ def test__get_u_from_b__cfml_metrics_get_u_from_b(): assert_almost_equal(desired, actual, decimal=4, verbose=True) except Exception as e: print('::::: Run test__get_u_from_b__cfml_metrics_get_u_from_b() :::::') - print('Error') - print(e) + print('ERROR:', e) print() return From 1edf2832d086e22a89ee52749876e4c297d4a237 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 15:38:18 +0200 Subject: [PATCH 30/99] Add missing CFML modules --- scripts.toml | 29 ++++++++++++++++++++++++----- 1 file changed, 24 insertions(+), 5 deletions(-) diff --git a/scripts.toml b/scripts.toml index 3e43a29..413283f 100644 --- a/scripts.toml +++ b/scripts.toml @@ -265,8 +265,6 @@ components-files = [ 'Math_Equal_Matrix', 'Math_Inverse_Matrix', 'Math_Is_Diagonal_Matrix', - 'Math_Equal_Vector', - 'Math_Determinant', 'Math_PolynomialFit', 'Math_Lower_Triangular', 'Math_Is_Null_Vector', @@ -330,7 +328,13 @@ components-files = [ 'Con_Info_Message', 'Con_Err_Message', 'Con_Write_ScrollMsg', - 'Con_Wait_Message' + 'Con_Wait_Message', + 'Win_Err_Message', + 'Win_Info_Message', + 'Win_Question_Message', + 'Win_Stop_Message', + 'Win_Warning_Message', + 'Win_Write_ScrollMsg' ] [[cfml-modules]] @@ -402,7 +406,10 @@ components-files = [ 'Tab_Allocating_SuperSpaceDBase', 'Tab_Read_SSG_DBase', 'Tab_Allocating_MagneticDBase', - 'Tab_Read_MagneticDBase' + 'Tab_Read_MagneticDBase', + 'Tab_Allocating_magSuperSpaceDBase', + 'Tab_Read_magSSG_DBase' + ] [[cfml-modules]] @@ -467,7 +474,8 @@ components-files = [ 'DiffP_ReadPatt_TimeVar', 'DiffP_ReadPatt_XYSIG', 'DiffP_WritePatterns', - 'DiffP_ReadPatterns' + 'DiffP_ReadPatterns', + 'DiffP_Add_Patterns' ] [[cfml-modules]] @@ -803,6 +811,17 @@ components-files = [ 'Utilities_Patterns' ] +[[cfml-modules]] +main-file = 'CFML_kvec_Polarimetry' +components-dir = 'CFML_kvec_Polarimetry' +components-files = [ + 'Polar_Calculations_Dom', + 'Polar_Calculations', + 'Polar_Functions', + 'Polar_Init', + 'Polar_Write' +] + # CrysFML test programs source files [[cfml-tests]] From 85c3a167b8250d89fd47b2bd85893b9305acff06 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 12 Jul 2024 15:45:44 +0200 Subject: [PATCH 31/99] Disable some problematic modules --- scripts.toml | 21 ++++++++++----------- 1 file changed, 10 insertions(+), 11 deletions(-) diff --git a/scripts.toml b/scripts.toml index 413283f..617d296 100644 --- a/scripts.toml +++ b/scripts.toml @@ -328,13 +328,13 @@ components-files = [ 'Con_Info_Message', 'Con_Err_Message', 'Con_Write_ScrollMsg', - 'Con_Wait_Message', - 'Win_Err_Message', - 'Win_Info_Message', - 'Win_Question_Message', - 'Win_Stop_Message', - 'Win_Warning_Message', - 'Win_Write_ScrollMsg' + 'Con_Wait_Message'#, + #'Win_Err_Message', + #'Win_Info_Message', + #'Win_Question_Message', + #'Win_Stop_Message', + #'Win_Warning_Message', + #'Win_Write_ScrollMsg' ] [[cfml-modules]] @@ -406,10 +406,9 @@ components-files = [ 'Tab_Allocating_SuperSpaceDBase', 'Tab_Read_SSG_DBase', 'Tab_Allocating_MagneticDBase', - 'Tab_Read_MagneticDBase', - 'Tab_Allocating_magSuperSpaceDBase', - 'Tab_Read_magSSG_DBase' - + 'Tab_Read_MagneticDBase'#, + #'Tab_Allocating_magSuperSpaceDBase', + #'Tab_Read_magSSG_DBase' ] [[cfml-modules]] From f59019d1612e5d96a73b2728ed7ed1b46ced8a93 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 15 Jul 2024 12:04:56 +0200 Subject: [PATCH 32/99] Refactor build scripts --- .github/workflows/main.yml | 63 +++-- __init__.py | 0 scripts.py | 490 ++++++++++++++++--------------------- scripts.toml | 194 ++++++++------- 4 files changed, 356 insertions(+), 391 deletions(-) create mode 100644 __init__.py diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index ec5d786..32d690f 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -70,30 +70,34 @@ jobs: shell: bash run: scripts/print_build_variables.sh # bash -x scripts/print_build_variables.sh for printing commands - - name: Create CFML and PYCFML directories + - name: Create CFML and pyCFML directories shell: bash run: | scripts/create_cfml_repo_dir.sh scripts/create_cfml_build_dir.sh scripts/create_cfml_dist_dir.sh - scripts/create_pycfml_repo_dir.sh + scripts/create_pycfml_src_dir.sh scripts/create_pycfml_build_dir.sh scripts/create_pycfml_dist_dir.sh - - name: Download CFML and PYCFML repositories + - name: Download CFML repository shell: bash - run: | - scripts/download_cfml_repo.sh - scripts/download_pycfml_repo.sh + run: scripts/download_cfml_repo.sh - - name: Build CFML static library + - name: Build CFML modules shell: bash run: | scripts/rename_global_deps_file.sh - scripts/build_cfml_objs.sh + scripts/build_cfml_modules_obj.sh scripts/delete_renamed_global_deps_file.sh - scripts/build_cfml_static_lib.sh - scripts/copy_built_to_cfml_dist.sh + + - name: Build CFML static library + shell: bash + run: scripts/build_cfml_static_lib.sh + + - name: Make CFML distribution + shell: bash + run: scripts/move_built_to_cfml_dist.sh #- name: Build und run CFML functional test programs (incl. benchmarks) # # 1st combination: this always fails with 'Undefined symbols...' error @@ -115,40 +119,45 @@ jobs: # message: 'Auto push benchmark results by GitHub Action for ${{ runner.os }} + ${{ matrix.toolchain.exe }}' # pull: '--rebase --autostash' - #- name: Copy powder_mod from CFML to PYCFML + #- name: Copy powder_mod from CFML to pyCFML # shell: bash # run: scripts/copy_powder_mod_to_pycfml_repo.sh - - name: Build CFML wraps and PYCFML shared obj or dynamic library + - name: Create pyCFML source code + shell: bash + run: scripts/create_pycfml_src.sh + + - name: Build pyCFML modules + shell: bash + run: scripts/build_pycfml_modules_obj.sh + + - name: Build pyCFML shared obj / dynamic library shell: bash run: | - scripts/create_pycfml_wraps_src.sh - scripts/build_pycfml_wraps_objs.sh scripts/build_pycfml_lib_obj.sh scripts/build_pycfml_shared_obj_or_dynamic_lib.sh - scripts/copy_built_to_pycfml_dist.sh - scripts/change_runpath_for_built_pycfml.sh - - name: Copy extra files to PYCFML dist + - name: Make pyCFML distribution shell: bash run: | + scripts/copy_built_to_pycfml_dist.sh # scripts/change_runpath_for_built_pycfml.sh scripts/copy_extra_libs_to_pycfml_dist.sh scripts/copy_py_api_files_to_pycfml_dist.sh scripts/copy_init_file_to_pycfml_dist.sh scripts/copy_cfml_databases_to_pycfml_dist.sh - - name: Create Python package wheel of PYCFML + - name: Create Python package wheel of pyCFML shell: bash run: | scripts/validate_pyproject_toml.sh scripts/create_pycfml_python_wheel.sh scripts/rename_pycfml_python_wheel.sh - - name: Prepare for uploading Python package wheel of PYCFML + - name: Prepare for uploading Python package wheel of pyCFML shell: bash run: echo "WHEEL_DIR=$(python3 scripts.py --print-wheel-dir)" >> $GITHUB_ENV - - name: Upload zipped Python package wheel of PYCFML for next job + - name: Upload zipped Python package wheel of pyCFML for next job uses: actions/upload-artifact@v4 with: # if name or path modified, remember to UPDATE those in the download step of the next job name: pycfml-wheel_${{ matrix.os }}_${{ matrix.toolchain.exe }} # name (without .zip) of the zip file to be uploaded @@ -196,32 +205,32 @@ jobs: --mode debug --bash-syntax - - name: Prepare for downloading Python package wheel of PYCFML + - name: Prepare for downloading Python package wheel of pyCFML shell: bash run: echo "WHEEL_DIR=$(python3 scripts.py --print-wheel-dir)" >> $GITHUB_ENV - - name: Download zipped PYCFML wheel from previous job + - name: Download zipped pyCFML wheel from previous job uses: actions/download-artifact@v4 with: # name or path are taken from the upload step of the previous job name: pycfml-wheel_${{ matrix.os }}_${{ matrix.toolchain.exe }} # name (without .zip) of the zipped artifact uploaded on the previous jobs path: ${{ env.WHEEL_DIR }} # directory to extract downloaded zipped artifacts - - name: Install PYCFML from downloaded Python package wheel (with dev extras) + - name: Install pyCFML from downloaded Python package wheel (with dev extras) shell: bash run: scripts/install_pycfml_from_wheel.sh - - name: Debug PYCFML import + - name: Debug pyCFML import shell: bash run: python3 tests/unit_tests/pycfml/test__cfml_metrics__debug.py - #- name: Run PYCFML unit tests + #- name: Run pyCFML unit tests # shell: bash # run: scripts/run_pycfml_unit_tests.sh - #- name: Run PYCFML powder_mod tests + #- name: Run pyCFML powder_mod tests # shell: bash # run: scripts/run_powder_mod_tests.sh - #- name: Run PYCFML powder_mod main + #- name: Run pyCFML powder_mod main # shell: bash # run: scripts/run_powder_mod_main.sh diff --git a/__init__.py b/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/scripts.py b/scripts.py index a626d62..c027e96 100644 --- a/scripts.py +++ b/scripts.py @@ -5,6 +5,7 @@ import argparse import sysconfig import platform +from pathlib import Path from pygit2 import Repository global ARGS @@ -46,7 +47,7 @@ def _echo_msg(msg: str): def _echo_progress_msg(current: int, total: int, msg: str): progress = _compiling_progress(current, total) msg = f"[{progress:>3}%] {msg}" - return f'echo "{msg}"' + return _echo_msg(msg) def _echo_header(msg: str): msg = f':::::: {msg} ::::::' @@ -137,7 +138,7 @@ def _bash_syntax(): return bash_syntax def _print_pcfml_wheel_dir(): - wheel_dir = CONFIG['pycfml']['dir']['wheel'] + wheel_dir = CONFIG['pycfml']['dir']['dist-wheel'] print(wheel_dir) def _compiler_name(): @@ -185,6 +186,15 @@ def _compiler_build_exe_template(): break return template +def _compiler_obj_ext(): + compiler = _compiler_name() + obj_ext = '' + for build in CONFIG['build-objs']: + if _platform() in build['platforms'] and compiler in build['compilers']: + obj_ext = build['obj-ext'] + break + return obj_ext + def _compiling_mode(): mode = 'debug' # default if ARGS.mode: @@ -212,17 +222,16 @@ def _compile_obj_script_line(src_path: str, def _compile_pycfml_shared_obj_or_dynamic_lib_script_line(): src_name = CONFIG['pycfml']['src-name'] - obj_ext = CONFIG['build']['obj-ext'][_platform()] shared_lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] cfml_lib_name = CONFIG['cfml']['static-lib-name'] cfml_dist_dir = CONFIG['cfml']['dir']['dist'] cfml_dist_path = os.path.join(_project_path(), cfml_dist_dir) cfml_lib_dist_dir = CONFIG['cfml']['dir']['dist-lib'] - cfml_lib_dist_path = os.path.join(cfml_dist_path, cfml_lib_dist_dir) + cfml_lib_dist_path = os.path.join(_project_path(), cfml_lib_dist_dir) cmd = _compiler_build_shared_template() cmd = cmd.replace('{COMPILER}', _compiler_name()) cmd = cmd.replace('{PATH}', src_name) - cmd = cmd.replace('{OBJ_EXT}', obj_ext) + cmd = cmd.replace('{OBJ_EXT}', _compiler_obj_ext()) #cmd = cmd.replace('{PATH}.{OBJ_EXT}', f'*.{obj_ext}') # CFML_Wraps.o Wraps_*.o crysfml08lib.o cmd = cmd.replace('{EXT}', shared_lib_ext) cmd = cmd.replace('{CFML_LIB_PATH}', cfml_lib_dist_path) @@ -249,7 +258,7 @@ def _compile_objs_script_lines(modules: str, if 'main-file' in module: current += 1 name = f'{module["main-file"]}.{src_ext}' - msg = _echo_progress_msg(current, total, f"{name}") + msg = _echo_progress_msg(current, total, f'{name}') lines.append(msg) path = os.path.join(src_path, name) cmd = template_cmd @@ -263,7 +272,7 @@ def _compile_objs_script_lines(modules: str, current += 1 name = f'{component_file}.{src_ext}' path = os.path.join(components_dir, name) - msg = _echo_progress_msg(current, total, f"{name}") + msg = _echo_progress_msg(current, total, f'{components_dir}/{name}') lines.append(msg) path = os.path.join(src_path, path) cmd = template_cmd @@ -278,13 +287,12 @@ def _compile_objs_script_lines(modules: str, return lines def _compile_shared_objs_or_dynamic_libs_script_lines(modules: str): - obj_ext = CONFIG['build']['obj-ext'][_platform()] shared_lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] cfml_lib_name = CONFIG['cfml']['static-lib-name'] cfml_dist_dir = CONFIG['cfml']['dir']['dist'] cfml_dist_path = os.path.join(_project_path(), cfml_dist_dir) cfml_lib_dist_dir = CONFIG['cfml']['dir']['dist-lib'] - cfml_lib_dist_path = os.path.join(cfml_dist_path, cfml_lib_dist_dir) + cfml_lib_dist_path = os.path.join(_project_path(), cfml_lib_dist_dir) template_cmd = _compiler_build_shared_template() total = _total_src_file_count(modules) current = 0 @@ -298,7 +306,7 @@ def _compile_shared_objs_or_dynamic_libs_script_lines(modules: str): cmd = template_cmd cmd = cmd.replace('{COMPILER}', _compiler_name()) cmd = cmd.replace('{PATH}', name) - cmd = cmd.replace('{OBJ_EXT}', obj_ext) + cmd = cmd.replace('{OBJ_EXT}', _compiler_obj_ext()) cmd = cmd.replace('{EXT}', shared_lib_ext) cmd = cmd.replace('{CFML_LIB_PATH}', cfml_lib_dist_path) cmd = cmd.replace('{CFML_LIB_NAME}', cfml_lib_name) @@ -308,21 +316,20 @@ def _compile_shared_objs_or_dynamic_libs_script_lines(modules: str): lines.append(cmd) return lines -def _compile_executables_script_lines(section_prefix: str, +def _compile_executables_script_lines(modules: str, src_path: str, include_path: str, lib_dir: str, lib_name: str): src_ext = CONFIG['build']['src-ext'] lib_ext = CONFIG['build']['static-lib-ext'][_platform()] - tests = f'{section_prefix}-tests' template_cmd = _compiler_build_exe_template() compiler = _compiler_name() options = _compiler_options() - total = _total_src_file_count(tests) + total = _total_src_file_count(modules) current = 0 lines = [] - for test in CONFIG[tests]: + for test in CONFIG[modules]: current += 1 dir = test["main-dir"] main_name = test["main-file"] @@ -405,6 +412,10 @@ def append_to_main_script(obj: str | list): file.write(line + '\n') _fix_file_permissions(path) +def append_header_to_main_script(txt: str): + header = _echo_header(txt) + append_to_main_script(header) + def print_build_variables(): lines = [] msg = _echo_msg(f"Platform: {_platform()}") @@ -452,7 +463,7 @@ def download_cfml_repo(): out_dir = CONFIG['cfml']['dir']['repo'] out_path = os.path.abspath(out_dir) lines = [] - msg = _echo_msg(f"Downloading {project_name} branch '{branch}' to '{out_dir}' from '{url}'") + msg = _echo_msg(f"Downloading {project_name} ('{branch}' branch) to '{out_dir}' from {url}") lines.append(msg) cmd = CONFIG['template']['clone-repo'] cmd = cmd.replace('{BRANCH}', branch) @@ -464,7 +475,7 @@ def download_cfml_repo(): append_to_main_script(lines) def create_cfml_build_dir(): - build_dir = CONFIG['cfml']['dir']['build'] + build_dir = CONFIG['cfml']['dir']['build-obj'] build_path = os.path.join(_project_path(), build_dir) lines = [] msg = _echo_msg(f"Deleting build dir '{build_dir}'") @@ -480,7 +491,6 @@ def create_cfml_build_dir(): append_to_main_script(lines) def rename_global_deps_file(): - repo_dir = CONFIG['cfml']['dir']['repo'] src_ext = CONFIG['build']['src-ext'] src_dir = CONFIG['cfml']['dir']['repo-src'] if _platform() == 'macos': @@ -495,10 +505,10 @@ def rename_global_deps_file(): elif compiler in ['ifort', 'ifx']: compiler_suffix = 'IFOR' from_name = f'CFML_GlobalDeps_{platform_suffix}_{compiler_suffix}.{src_ext}' - from_relpath = os.path.join(repo_dir, src_dir, from_name) + from_relpath = os.path.join(src_dir, from_name) from_abspath = os.path.join(_project_path(), from_relpath) to_name = f'CFML_GlobalDeps.{src_ext}' - to_relpath = os.path.join(repo_dir, src_dir, to_name) + to_relpath = os.path.join(src_dir, to_name) to_abspath = os.path.join(_project_path(), to_relpath) lines = [] msg = _echo_msg(f"Copying '{from_relpath}' to '{to_relpath}'") @@ -509,21 +519,20 @@ def rename_global_deps_file(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) -def build_cfml_objs(): +def build_cfml_modules_obj(): project_name = CONFIG['cfml']['log-name'] - repo_dir = CONFIG['cfml']['dir']['repo'] src_dir = CONFIG['cfml']['dir']['repo-src'] - src_path = os.path.join(_project_path(), repo_dir, src_dir) - build_dir = CONFIG['cfml']['dir']['build'] + src_path = os.path.join(_project_path(), src_dir) + build_dir = CONFIG['cfml']['dir']['build-obj'] build_path = os.path.join(_project_path(), build_dir) lines = [] msg = _echo_msg(f"Entering build dir '{build_dir}'") lines.append(msg) cmd = f'cd {build_path}' lines.append(cmd) - msg = _echo_msg(f"Building fortran objects for {project_name}:") + msg = _echo_msg(f"Building fortran objects for {project_name} modules") lines.append(msg) - compile_lines = _compile_objs_script_lines('cfml-modules', src_path) + compile_lines = _compile_objs_script_lines('src-cfml-modules', src_path) lines.extend(compile_lines) msg = _echo_msg(f"Exiting build dir '{build_dir}'") lines.append(msg) @@ -534,11 +543,10 @@ def build_cfml_objs(): append_to_main_script(lines) def delete_renamed_global_deps_file(): - repo_dir = CONFIG['cfml']['dir']['repo'] src_ext = CONFIG['build']['src-ext'] src_dir = CONFIG['cfml']['dir']['repo-src'] name = f'CFML_GlobalDeps.{src_ext}' - relpath = os.path.join(repo_dir, src_dir, name) + relpath = os.path.join(src_dir, name) abspath = os.path.join(_project_path(), relpath) lines = [] msg = _echo_msg(f"Deleting previously created '{relpath}'") @@ -554,7 +562,7 @@ def build_cfml_static_lib(): static_lib_prefix = CONFIG['build']['static-lib-prefix'][_platform()] lib_name = CONFIG['cfml']['static-lib-name'] lib_name = f'{static_lib_prefix}{lib_name}' - build_dir = CONFIG['cfml']['dir']['build'] + build_dir = CONFIG['cfml']['dir']['build-obj'] build_path = os.path.join(_project_path(), build_dir) lines = [] msg = _echo_msg(f"Entering build dir '{build_dir}'") @@ -579,9 +587,9 @@ def create_cfml_dist_dir(): dist_dir = CONFIG['cfml']['dir']['dist'] dist_path = os.path.join(_project_path(), dist_dir) lib_dist_dir = CONFIG['cfml']['dir']['dist-lib'] + lib_dist_path = os.path.join(_project_path(), lib_dist_dir) include_dist_dir = CONFIG['cfml']['dir']['dist-include'] - lib_dist_path = os.path.join(dist_path, lib_dist_dir) - include_dist_path = os.path.join(dist_path, include_dist_dir) + include_dist_path = os.path.join(_project_path(), include_dist_dir) lines = [] msg = _echo_msg(f"Deleting dist dir '{dist_dir}'") lines.append(msg) @@ -591,11 +599,11 @@ def create_cfml_dist_dir(): lines.append(msg) cmd = f'mkdir -p {dist_path}' lines.append(cmd) - msg = _echo_msg(f"Creating dist dir '{dist_dir}/{lib_dist_dir}'") + msg = _echo_msg(f"Creating dist dir '{lib_dist_dir}'") lines.append(msg) cmd = f'mkdir -p {lib_dist_path}' lines.append(cmd) - msg = _echo_msg(f"Creating dist dir '{dist_dir}/{include_dist_dir}'") + msg = _echo_msg(f"Creating dist dir '{include_dist_dir}'") lines.append(msg) cmd = f'mkdir -p {include_dist_path}' lines.append(cmd) @@ -603,29 +611,27 @@ def create_cfml_dist_dir(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) -def copy_built_to_cfml_dist(): +def move_built_to_cfml_dist(): lib_ext = CONFIG['build']['static-lib-ext'][_platform()] static_lib_prefix = CONFIG['build']['static-lib-prefix'][_platform()] lib_name = CONFIG['cfml']['static-lib-name'] lib_name = f'{static_lib_prefix}{lib_name}' - build_dir = CONFIG['cfml']['dir']['build'] + build_dir = CONFIG['cfml']['dir']['build-obj'] build_path = os.path.join(_project_path(), build_dir) - dist_dir = CONFIG['cfml']['dir']['dist'] - dist_path = os.path.join(_project_path(), dist_dir) lib_dist_dir = CONFIG['cfml']['dir']['dist-lib'] + lib_dist_path = os.path.join(_project_path(), lib_dist_dir) include_dist_dir = CONFIG['cfml']['dir']['dist-include'] - lib_dist_path = os.path.join(dist_path, lib_dist_dir) - include_dist_path = os.path.join(dist_path, include_dist_dir) + include_dist_path = os.path.join(_project_path(), include_dist_dir) lines = [] - msg = _echo_msg(f"Copying built lib '{lib_name}.{lib_ext}' to dist dir '{dist_dir}/{lib_dist_dir}'") + msg = _echo_msg(f"Moving built lib '{lib_name}.{lib_ext}' to dist dir '{lib_dist_dir}'") lines.append(msg) from_path = os.path.join(build_path, f'{lib_name}.{lib_ext}') - cmd = f'cp {from_path} {lib_dist_path}' + cmd = f'mv {from_path} {lib_dist_path}' lines.append(cmd) - msg = _echo_msg(f"Copying built modules to dist dir '{dist_dir}/{include_dist_dir}'") + msg = _echo_msg(f"Moving built modules '*.*mod' to dist dir '{include_dist_dir}'") lines.append(msg) from_path = os.path.join(build_path, '*.*mod') - cmd = f'cp {from_path} {include_dist_path}' + cmd = f'mv {from_path} {include_dist_path}' lines.append(cmd) script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) @@ -640,9 +646,9 @@ def build_cfml_test_programs(): build_path = os.path.join(_project_path(), build_dir) dist_dir = CONFIG['cfml']['dir']['dist'] include_dir = CONFIG['cfml']['dir']['dist-include'] - include_path = os.path.join(_project_path(), dist_dir, include_dir) + include_path = os.path.join(_project_path(), include_dir) lib_dir = CONFIG['cfml']['dir']['dist-lib'] - lib_path = os.path.join(_project_path(), dist_dir, lib_dir) + lib_path = os.path.join(_project_path(), lib_dir) lib_name = CONFIG['cfml']['static-lib-name'] lines = [] msg = _echo_msg(f"Entering build dir '{build_dir}'") @@ -651,7 +657,10 @@ def build_cfml_test_programs(): lines.append(cmd) msg = _echo_msg(f"Building test programs for {project_name}:") lines.append(msg) - compile_lines = _compile_executables_script_lines('cfml', src_path, include_path, lib_path, lib_name) + compile_lines = _compile_executables_script_lines('src-cfml-tests', + src_path, include_path, + lib_path, + lib_name) lines.extend(compile_lines) msg = _echo_msg(f"Exiting build dir '{build_dir}'") lines.append(msg) @@ -697,47 +706,14 @@ def run_cfml_functional_tests_with_benchmarks(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) -def create_pycfml_repo_dir(): - repo_dir = CONFIG['pycfml']['dir']['repo'] - repo_path = os.path.join(_project_path(), repo_dir) - lines = [] - msg = _echo_msg(f"Deleting build dir '{repo_dir}'") - lines.append(msg) - cmd = f'rm -rf {repo_path}' - lines.append(cmd) - msg = _echo_msg(f"Creating build dir '{repo_dir}'") - lines.append(msg) - cmd = f'mkdir -p {repo_path}' - lines.append(cmd) - script_name = f'{sys._getframe().f_code.co_name}.sh' - _write_lines_to_file(lines, script_name) - append_to_main_script(lines) - -def download_pycfml_repo(): - project_name = CONFIG['pycfml']['log-name'] - url = CONFIG['pycfml']['git']['url'] - branch = CONFIG['pycfml']['git']['branch'] - out_dir = CONFIG['pycfml']['dir']['repo'] - out_path = os.path.abspath(out_dir) - lines = [] - msg = _echo_msg(f"Downloading {project_name} branch '{branch}' to '{out_dir}' from '{url}'") - lines.append(msg) - cmd = CONFIG['template']['clone-repo'] - cmd = cmd.replace('{BRANCH}', branch) - cmd = cmd.replace('{URL}', url) - cmd = cmd.replace('{OUT_PATH}', out_path) - lines.append(cmd) - script_name = f'{sys._getframe().f_code.co_name}.sh' - _write_lines_to_file(lines, script_name) - append_to_main_script(lines) def copy_powder_mod_to_pycfml_repo(): cfml_project_name = CONFIG['cfml']['log-name'] cfml_repo_dir = CONFIG['cfml']['dir']['repo'] cfml_repo_path = os.path.join(_project_path(), cfml_repo_dir) pycfml_project_name = CONFIG['pycfml']['log-name'] - pycfml_repo_dir = CONFIG['pycfml']['dir']['repo'] - pycfml_src_dir = CONFIG['pycfml']['dir']['repo-src'] + pycfml_repo_dir = CONFIG['pycfml']['dir2']['repo'] + pycfml_src_dir = CONFIG['pycfml']['dir2']['repo-src'] pycfml_src_path = os.path.join(_project_path(), pycfml_repo_dir, pycfml_src_dir) src_ext = CONFIG['build']['src-ext'] lines = [] @@ -757,40 +733,55 @@ def copy_powder_mod_to_pycfml_repo(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) +def create_pycfml_src_dir(): + src_dir = CONFIG['pycfml']['dir']['build-src'] + lines = [] + msg = _echo_msg(f"Deleting src dir '{src_dir}'") + lines.append(msg) + cmd = f'rm -rf {src_dir}' + lines.append(cmd) + msg = _echo_msg(f"Creating src dir '{src_dir}'") + lines.append(msg) + cmd = f'mkdir -p {src_dir}' + lines.append(cmd) + script_name = f'{sys._getframe().f_code.co_name}.sh' + _write_lines_to_file(lines, script_name) + append_to_main_script(lines) + def create_pycfml_build_dir(): - build_dir = CONFIG['pycfml']['dir']['build'] - build_path = os.path.join(_project_path(), build_dir) + build_dir = CONFIG['pycfml']['dir']['build-obj'] lines = [] msg = _echo_msg(f"Deleting build dir '{build_dir}'") lines.append(msg) - cmd = f'rm -rf {build_path}' + cmd = f'rm -rf {build_dir}' lines.append(cmd) msg = _echo_msg(f"Creating build dir '{build_dir}'") lines.append(msg) - cmd = f'mkdir -p {build_path}' + cmd = f'mkdir -p {build_dir}' lines.append(cmd) script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) -def create_pycfml_wraps_src(): - project_name = CONFIG['cfml']['log-name'] - repo_dir = CONFIG['cfml']['dir']['repo'] - apigen_dir = CONFIG['cfml']['apigen-dir'] - apigen_dir = os.path.join(repo_dir, *apigen_dir.split('/')) - apigen_path = os.path.join(_project_path(), apigen_dir) - apigen_file = CONFIG['cfml']['apigen-file'] +def create_pycfml_src(): + project_name = CONFIG['pycfml']['log-name'] + apigen_relpath = CONFIG['cfml']['scripts']['pyapigen'] + apigen_parent_relpath = Path(apigen_relpath).parent.as_posix() + apigen_file = Path(apigen_relpath).name + build_relpath = CONFIG['pycfml']['dir']['build-src'] + build_abspath = os.path.join(_project_path(), build_relpath) lines = [] - msg = _echo_msg(f"Entering apigen dir '{apigen_dir}'") + msg = _echo_msg(f"Entering Python API gen dir '{apigen_parent_relpath}'") lines.append(msg) - cmd = f'cd {apigen_path}' + cmd = f'cd {apigen_parent_relpath}' lines.append(cmd) - msg = _echo_msg(f"Creating {project_name} wraps") + msg = _echo_msg(f"Creating {project_name} source code with '{apigen_file}'") lines.append(msg) cmd = CONFIG['template']['run-python'] cmd = cmd.replace('{PATH}', apigen_file) + cmd = cmd.replace('{OPTIONS}', f'--build {build_abspath}') lines.append(cmd) - msg = _echo_msg(f"Exiting build dir '{apigen_dir}'") + msg = _echo_msg(f"Exiting build dir '{apigen_parent_relpath}'") lines.append(msg) cmd = f'cd {_project_path()}' lines.append(cmd) @@ -798,26 +789,25 @@ def create_pycfml_wraps_src(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) -def build_pycfml_wraps_objs(): +def build_pycfml_modules_obj(): project_name = CONFIG['cfml']['log-name'] - repo_dir = CONFIG['cfml']['dir']['repo'] - wraps_dir = CONFIG['cfml']['dir']['repo-wraps'] - src_path = os.path.join(_project_path(), repo_dir, *wraps_dir.split('/')) - build_dir = CONFIG['pycfml']['dir']['build'] - build_path = os.path.join(_project_path(), build_dir) - dist_dir = CONFIG['cfml']['dir']['dist'] - include_dist_dir = CONFIG['cfml']['dir']['dist-include'] - include_dist_path = os.path.join(_project_path(), dist_dir, include_dist_dir) + src_relpath = CONFIG['pycfml']['dir']['build-src-fortran'] + src_abspath = os.path.join(_project_path(), src_relpath) + build_relpath = CONFIG['pycfml']['dir']['build-obj'] + include_relpath = CONFIG['cfml']['dir']['dist-include'] + include_abspath = os.path.join(_project_path(), include_relpath) lines = [] - msg = _echo_msg(f"Entering build dir '{build_dir}'") + msg = _echo_msg(f"Entering build dir '{build_relpath}'") lines.append(msg) - cmd = f'cd {build_path}' + cmd = f'cd {build_relpath}' lines.append(cmd) - msg = _echo_msg(f"Building fortran objects for {project_name} wraps") + msg = _echo_msg(f"Building fortran objects for {project_name} modules") lines.append(msg) - compile_lines = _compile_objs_script_lines('cfml-wraps', src_path, include_dist_path) + compile_lines = _compile_objs_script_lines('src-cfml-wraps', + src_abspath, + include_abspath) lines.extend(compile_lines) - msg = _echo_msg(f"Exiting build dir '{build_dir}'") + msg = _echo_msg(f"Exiting build dir '{build_relpath}'") lines.append(msg) cmd = f'cd {_project_path()}' lines.append(cmd) @@ -827,27 +817,24 @@ def build_pycfml_wraps_objs(): def build_pycfml_lib_obj(): project_name = CONFIG['pycfml']['log-name'] - repo_dir = CONFIG['cfml']['dir']['repo'] - wraps_dir = CONFIG['cfml']['dir']['repo-wraps'] src_ext = CONFIG['build']['src-ext'] pycfml_src_name = CONFIG['pycfml']['src-name'] pycfml_src_file = f'{pycfml_src_name}.{src_ext}' - src_path = os.path.join(_project_path(), repo_dir, *wraps_dir.split('/'), pycfml_src_file) - build_dir = CONFIG['pycfml']['dir']['build'] - build_path = os.path.join(_project_path(), build_dir) - dist_dir = CONFIG['cfml']['dir']['dist'] - include_dist_dir = CONFIG['cfml']['dir']['dist-include'] - include_dist_path = os.path.join(_project_path(), dist_dir, include_dist_dir) + src_relpath = CONFIG['pycfml']['dir']['build-src-fortran'] + src_abspath = os.path.join(_project_path(), src_relpath, pycfml_src_file) + build_relpath = CONFIG['pycfml']['dir']['build-obj'] + include_relpath = CONFIG['cfml']['dir']['dist-include'] + include_abspath = os.path.join(_project_path(), include_relpath) lines = [] - msg = _echo_msg(f"Entering build dir '{build_dir}'") + msg = _echo_msg(f"Entering build dir '{build_relpath}'") lines.append(msg) - cmd = f'cd {build_path}' + cmd = f'cd {build_relpath}' lines.append(cmd) - msg = _echo_msg(f"Building fortran object of {project_name} lib") + msg = _echo_msg(f"Building fortran object for {project_name} library") lines.append(msg) - compile_line = _compile_obj_script_line(src_path, include_dist_path) + compile_line = _compile_obj_script_line(src_abspath, include_abspath) lines.append(compile_line) - msg = _echo_msg(f"Exiting build dir '{build_dir}'") + msg = _echo_msg(f"Exiting build dir '{build_relpath}'") lines.append(msg) cmd = f'cd {_project_path()}' lines.append(cmd) @@ -855,104 +842,79 @@ def build_pycfml_lib_obj(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) -def build_pycfml_shared_objs_or_dynamic_libs(): - project_name = CONFIG['pycfml']['log-name'] - build_dir = CONFIG['pycfml']['dir']['build'] - build_path = os.path.join(_project_path(), build_dir) - lines = [] - msg = _echo_msg(f"Entering build dir '{build_dir}'") - lines.append(msg) - cmd = f'cd {build_path}' - lines.append(cmd) - msg = _echo_msg(f"Building fortran shared objs or dynamic libs for {project_name}:") - lines.append(msg) - compile_lines = _compile_shared_objs_or_dynamic_libs_script_lines('pycfml-modules') - lines.extend(compile_lines) - msg = _echo_msg(f"Exiting build dir '{build_dir}'") - lines.append(msg) - cmd = f'cd {_project_path()}' - lines.append(cmd) - script_name = f'{sys._getframe().f_code.co_name}.sh' - _write_lines_to_file(lines, script_name) - append_to_main_script(lines) - - - - - def build_pycfml_shared_obj_or_dynamic_lib(): - project_name = CONFIG['pycfml']['log-name'] - build_dir = CONFIG['pycfml']['dir']['build'] - build_path = os.path.join(_project_path(), build_dir) - lib_name = CONFIG['pycfml']['src-name'] # NED FIX: use CONFIG['pycfml']['dynamic-lib-name'] + build_relpath = CONFIG['pycfml']['dir']['build-obj'] + lib_name = CONFIG['pycfml']['src-name'] # NEED FIX: use CONFIG['pycfml']['dynamic-lib-name'] lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] - lines = [] - msg = _echo_msg(f"Entering build dir '{build_dir}'") + msg = _echo_msg(f"Entering build dir '{build_relpath}'") lines.append(msg) - - #lines.append(f'ls -l {build_path}') - - cmd = f'cd {build_path}' + cmd = f'cd {build_relpath}' lines.append(cmd) msg = _echo_msg(f"Building fortran shared obj or dynamic lib '{lib_name}.{lib_ext}'") - lines.append(msg) compile_line = _compile_pycfml_shared_obj_or_dynamic_lib_script_line() lines.append(compile_line) - msg = _echo_msg(f"Exiting build dir '{build_dir}'") + msg = _echo_msg(f"Exiting build dir '{build_relpath}'") lines.append(msg) cmd = f'cd {_project_path()}' lines.append(cmd) - - #lines.append(f'ls -l {build_path}') - script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) - - def create_pycfml_dist_dir(): dist_dir = CONFIG['pycfml']['dir']['dist'] - dist_abspath = os.path.join(_project_path(), dist_dir) - package_dir = CONFIG['pycfml']['dir']['dist-package'] - package_relpath = os.path.join(dist_dir, package_dir) - package_abspath = os.path.join(dist_abspath, package_dir) + lib_dist_dir = CONFIG['pycfml']['dir']['dist-lib'] + include_dist_dir = CONFIG['pycfml']['dir']['dist-include'] + package_dist_dir = CONFIG['pycfml']['dir']['dist-package'] + wheel_dist_dir = CONFIG['pycfml']['dir']['dist-wheel'] lines = [] msg = _echo_msg(f"Deleting dist dir '{dist_dir}'") lines.append(msg) - cmd = f'rm -rf {dist_abspath}' + cmd = f'rm -rf {dist_dir}' + lines.append(cmd) + msg = _echo_msg(f"Creating dist dir '{dist_dir}'") + lines.append(msg) + cmd = f'mkdir -p {dist_dir}' + lines.append(cmd) + msg = _echo_msg(f"Creating dist dir '{lib_dist_dir}'") + lines.append(msg) + cmd = f'mkdir -p {lib_dist_dir}' + lines.append(cmd) + msg = _echo_msg(f"Creating dist dir '{include_dist_dir}'") + lines.append(msg) + cmd = f'mkdir -p {include_dist_dir}' + lines.append(cmd) + msg = _echo_msg(f"Creating dist dir '{package_dist_dir}'") + lines.append(msg) + cmd = f'mkdir -p {package_dist_dir}' lines.append(cmd) - msg = _echo_msg(f"Creating dist dir '{package_relpath}'") + msg = _echo_msg(f"Creating dist dir '{wheel_dist_dir}'") lines.append(msg) - cmd = f'mkdir -p {package_abspath}' + cmd = f'mkdir -p {wheel_dist_dir}' lines.append(cmd) script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) def copy_built_to_pycfml_dist(): - shared_lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] project_name = CONFIG['pycfml']['log-name'] - build_dir = CONFIG['pycfml']['dir']['build'] - build_path = os.path.join(_project_path(), build_dir) - dist_dir = CONFIG['pycfml']['dir']['dist'] - package_dir = CONFIG['pycfml']['dir']['dist-package'] - package_relpath = os.path.join(dist_dir, package_dir) - package_abspath = os.path.join(_project_path(), dist_dir, package_dir) + shared_lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] + build_relpath = CONFIG['pycfml']['dir']['build-obj'] + build_abspath = os.path.join(_project_path(), build_relpath) + package_relpath = CONFIG['pycfml']['dir']['dist-package'] + package_abspath = os.path.join(_project_path(), package_relpath) lines = [] - msg = _echo_msg(f"Copying built {project_name} shared objects or dynamic libs to '{package_relpath}'") + msg = _echo_msg(f"Copying built {project_name} shared objects / dynamic libs to '{package_relpath}'") lines.append(msg) - from_path = os.path.join(build_path, f'*.{shared_lib_ext}') - cmd = f'cp {from_path} {package_abspath}' + from_path = os.path.join(build_abspath, f'*.{shared_lib_ext}') + to_path = package_abspath + cmd = f'cp {from_path} {to_path}' lines.append(cmd) - - #lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist']), CONFIG['pycfml']['dir']['dist-package'])}") - script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) @@ -989,10 +951,12 @@ def change_runpath_for_built_pycfml(): return project_name = CONFIG['pycfml']['log-name'] shared_lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] - dist_dir = CONFIG['pycfml']['dir']['dist'] - package_dir = CONFIG['pycfml']['dir']['dist-package'] - package_relpath = os.path.join(dist_dir, package_dir) - package_abspath = os.path.join(_project_path(), dist_dir, package_dir) + #dist_dir = CONFIG['pycfml']['dir2']['dist'] + #package_dir = CONFIG['pycfml']['dir2']['dist-package'] + #package_relpath = os.path.join(dist_dir, package_dir) + #package_abspath = os.path.join(_project_path(), dist_dir, package_dir) + package_relpath = CONFIG['pycfml']['dir']['dist-package'] + package_abspath = os.path.join(_project_path(), package_relpath) #total = 1 #current = 0 lines = [] @@ -1073,9 +1037,7 @@ def copy_extra_libs_to_pycfml_dist(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) return - dist_dir = CONFIG['pycfml']['dir']['dist'] - package_dir = CONFIG['pycfml']['dir']['dist-package'] - package_relpath = os.path.join(dist_dir, package_dir) + package_relpath = CONFIG['pycfml']['dir']['dist-package'] package_abspath = os.path.join(_project_path(), package_relpath) lines = [] for lib_path in extra_libs: @@ -1083,26 +1045,22 @@ def copy_extra_libs_to_pycfml_dist(): lines.append(msg) cmd = f'cp {lib_path} {package_abspath}' lines.append(cmd) - - #lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist']), CONFIG['pycfml']['dir']['dist-package'])}") - script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) def copy_py_api_files_to_pycfml_dist(): project_name = CONFIG['pycfml']['log-name'] - repo_dir = CONFIG['cfml']['dir']['repo'] - dist_dir = CONFIG['pycfml']['dir']['dist'] - from_dir = os.path.join(repo_dir, 'build', 'Python_API', '*.py') - from_path = os.path.join(_project_path(), from_dir) - package_dir = CONFIG['pycfml']['dir']['dist-package'] - package_relpath = os.path.join(dist_dir, package_dir) + py_api_relpath = CONFIG['pycfml']['dir']['build-src-python'] + py_api_abspath = os.path.join(_project_path(), py_api_relpath) + from_path = os.path.join(py_api_abspath, '*.py') + package_relpath = CONFIG['pycfml']['dir']['dist-package'] package_abspath = os.path.join(_project_path(), package_relpath) + to_path = package_abspath lines = [] - msg = _echo_msg(f"Copying {project_name} python api files from '{from_dir}' to dist dir '{package_relpath}'") + msg = _echo_msg(f"Copying {project_name} python api files from '{py_api_relpath}' to dist dir '{package_relpath}'") lines.append(msg) - cmd = f'cp {from_path} {package_abspath}' + cmd = f'cp {from_path} {to_path}' lines.append(cmd) script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) @@ -1110,50 +1068,36 @@ def copy_py_api_files_to_pycfml_dist(): def copy_init_file_to_pycfml_dist(): project_name = CONFIG['pycfml']['log-name'] - repo_dir = CONFIG['pycfml']['dir']['repo'] - repo_path = os.path.join(_project_path(), repo_dir) - dist_dir = CONFIG['pycfml']['dir']['dist'] - package_dir = CONFIG['pycfml']['dir']['dist-package'] - package_relpath = os.path.join(dist_dir, package_dir) + from_path = os.path.join(_project_path(), '__init__.py') + package_relpath = CONFIG['pycfml']['dir']['dist-package'] package_abspath = os.path.join(_project_path(), package_relpath) + to_path = package_abspath lines = [] msg = _echo_msg(f"Copying {project_name} '__init__.py' to dist dir '{package_relpath}'") lines.append(msg) - from_path = os.path.join(repo_path, 'pycrysfml08', '__init__.py') - cmd = f'cp {from_path} {package_abspath}' + cmd = f'cp {from_path} {to_path}' lines.append(cmd) - - #lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist']), CONFIG['pycfml']['dir']['dist-package'])}") - script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) def copy_cfml_databases_to_pycfml_dist(): - cfml_repo_dir = CONFIG['cfml']['dir']['repo'] - cfml_src_dir = CONFIG['cfml']['dir']['repo-src'] - cfml_src_relpath = os.path.join(cfml_repo_dir, cfml_src_dir) - pycfml_dist_dir = CONFIG['pycfml']['dir']['dist'] - pycfml_package_dir = CONFIG['pycfml']['dir']['dist-package'] - pycfml_package_relpath = os.path.join(pycfml_dist_dir, pycfml_package_dir) - database_name = 'magnetic_data.txt' - databases_dir = 'Databases' - cfml_databases_relpath = os.path.join(cfml_src_relpath, databases_dir, database_name) - cfml_databases_abspath = os.path.join(_project_path(), cfml_databases_relpath) - pycfml_databases_relpath = os.path.join(pycfml_package_relpath, databases_dir) - pycfml_databases_abspath = os.path.join(_project_path(), pycfml_databases_relpath) + cfml_db_relpath = CONFIG['cfml']['dir']['repo-database'] + cfml_db_abspath = os.path.join(_project_path(), cfml_db_relpath) + from_path = cfml_db_abspath + package_relpath = CONFIG['pycfml']['dir']['dist-package'] + pycfml_db_relpath = os.path.join(package_relpath, 'Databases') + pycfml_db_abspath = os.path.join(_project_path(), pycfml_db_relpath) + to_path = pycfml_db_abspath lines = [] - msg = _echo_msg(f"Creating dir '{pycfml_databases_relpath}'") + msg = _echo_msg(f"Creating dir '{pycfml_db_relpath}'") lines.append(msg) - cmd = f'mkdir -p {pycfml_databases_abspath}' + cmd = f'mkdir -p {pycfml_db_relpath}' lines.append(cmd) - msg = _echo_msg(f"Copying '{cfml_databases_relpath}' database to dist dir '{pycfml_databases_relpath}'") + msg = _echo_msg(f"Copying '{cfml_db_relpath}' database to dist dir '{pycfml_db_relpath}'") lines.append(msg) - cmd = f'cp {cfml_databases_abspath} {pycfml_databases_abspath}' + cmd = f'cp {from_path} {to_path}' lines.append(cmd) - - #lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist']), CONFIG['pycfml']['dir']['dist-package'])}") - script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) append_to_main_script(lines) @@ -1170,14 +1114,11 @@ def validate_pyproject_toml(): def create_pycfml_python_wheel(): project_name = CONFIG['pycfml']['log-name'] - wheel_dir = CONFIG['pycfml']['dir']['wheel'] + wheel_dir = CONFIG['pycfml']['dir']['dist-wheel'] wheel_path = os.path.join(_project_path(), wheel_dir) lines = [] - msg = _echo_msg(f"Creating '{project_name}' python wheel in '{wheel_dir}'") + msg = _echo_msg(f"Creating {project_name} python wheel in '{wheel_dir}'") lines.append(msg) - - #lines.append(f"ls -l {os.path.join(_project_path(), CONFIG['pycfml']['dir']['dist']), CONFIG['pycfml']['dir']['dist-package'])}") - cmd = CONFIG['template']['build-wheel'] cmd = cmd.replace('{PATH}', wheel_path) lines.append(cmd) @@ -1187,14 +1128,14 @@ def create_pycfml_python_wheel(): def rename_pycfml_python_wheel(): project_name = CONFIG['pycfml']['log-name'] - pycfml_package_dir = CONFIG['pycfml']['dir']['dist-package'] + pycfml_package_name = CONFIG['pycfml']['package-name'] dist_package_version = PYPROJECT['project']['version'] - initial_wheel_name = f'{pycfml_package_dir}-{dist_package_version}-py3-none-any.whl' - wheel_dir = CONFIG['pycfml']['dir']['wheel'] + initial_wheel_name = f'{pycfml_package_name}-{dist_package_version}-py3-none-any.whl' + wheel_dir = CONFIG['pycfml']['dir']['dist-wheel'] wheel_relpath = os.path.join(wheel_dir, initial_wheel_name) wheel_abspath = os.path.join(_project_path(), wheel_relpath) lines = [] - msg = _echo_msg(f"Renaming '{project_name}' python wheel from '{wheel_relpath}'") + msg = _echo_msg(f"Renaming {project_name} python wheel from '{wheel_relpath}'") lines.append(msg) cmd = CONFIG['template']['rename-wheel'] cmd = cmd.replace('{PYTHON_TAG}', _python_tag()) # https://packaging.python.org/en/latest/specifications/platform-compatibility-tags/ @@ -1207,11 +1148,11 @@ def rename_pycfml_python_wheel(): def install_pycfml_from_wheel(): project_name = CONFIG['pycfml']['log-name'] - package_name = CONFIG['pycfml']['dir']['dist-package'] - wheel_dir = CONFIG['pycfml']['dir']['wheel'] + package_name = CONFIG['pycfml']['package-name'] + wheel_dir = CONFIG['pycfml']['dir']['dist-wheel'] wheel_path = os.path.join(_project_path(), wheel_dir) lines = [] - msg = _echo_msg(f"Installing '{project_name}' python wheel from '{wheel_dir}'") + msg = _echo_msg(f"Installing {project_name} python wheel from '{wheel_dir}'") lines.append(msg) cmd = CONFIG['template']['install-wheel'] cmd = cmd.replace('{PACKAGE}', package_name) @@ -1255,6 +1196,7 @@ def run_powder_mod_main(): lines.append(msg) cmd = CONFIG['template']['run-python'] cmd = cmd.replace('{PATH}', abspath) + cmd = cmd.replace('{OPTIONS}', '') lines.append(cmd) script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) @@ -1274,63 +1216,63 @@ def run_powder_mod_main(): clear_main_script() - headers = _echo_header(f"Info") - append_to_main_script(headers) + append_header_to_main_script(f"Print some build-specific variables") print_build_variables() - headers = _echo_header(f"Creating directories") - append_to_main_script(headers) + append_header_to_main_script(f"Create {cfml_project_name} and {pycfml_project_name} directories") create_cfml_repo_dir() create_cfml_build_dir() create_cfml_dist_dir() - create_pycfml_repo_dir() + create_pycfml_src_dir() create_pycfml_build_dir() create_pycfml_dist_dir() - headers = _echo_header(f"Downloading repositories") - append_to_main_script(headers) + append_header_to_main_script(f"Download {cfml_project_name} repository") download_cfml_repo() - download_pycfml_repo() - headers = _echo_header(f"Creating {cfml_project_name} static library") - append_to_main_script(headers) + append_header_to_main_script(f"Build {cfml_project_name} modules") rename_global_deps_file() - build_cfml_objs() + build_cfml_modules_obj() delete_renamed_global_deps_file() + + append_header_to_main_script(f"Build {cfml_project_name} static library") build_cfml_static_lib() - copy_built_to_cfml_dist() - headers = _echo_header(f"Creating and running {cfml_project_name} test programs") - append_to_main_script(headers) - build_cfml_test_programs() - run_cfml_functional_tests_no_benchmarks() + append_header_to_main_script(f"Make {cfml_project_name} distribution") + move_built_to_cfml_dist() + + #append_header_to_main_script(f"Creating and running {cfml_project_name} test programs") + #build_cfml_test_programs() + #run_cfml_functional_tests_no_benchmarks() #run_cfml_functional_tests_with_benchmarks() - headers = _echo_header(f"Creating {pycfml_project_name} shared object / dynamic library") - append_to_main_script(headers) - create_pycfml_wraps_src() - build_pycfml_wraps_objs() + append_header_to_main_script(f"Create {pycfml_project_name} source code") + create_pycfml_src() + + append_header_to_main_script(f"Build {pycfml_project_name} modules") + build_pycfml_modules_obj() + + append_header_to_main_script(f"Build {pycfml_project_name} shared obj / dynamic library") build_pycfml_lib_obj() build_pycfml_shared_obj_or_dynamic_lib() - copy_built_to_pycfml_dist() - change_runpath_for_built_pycfml() - headers = _echo_header(f"Creating {pycfml_project_name} python package wheel") - append_to_main_script(headers) + append_header_to_main_script(f"Make {pycfml_project_name} distribution") + copy_built_to_pycfml_dist() + #change_runpath_for_built_pycfml() copy_extra_libs_to_pycfml_dist() copy_py_api_files_to_pycfml_dist() copy_init_file_to_pycfml_dist() copy_cfml_databases_to_pycfml_dist() + + append_header_to_main_script(f"Create Python package wheel of {pycfml_project_name}") validate_pyproject_toml() create_pycfml_python_wheel() rename_pycfml_python_wheel() - headers = _echo_header(f"Installing {pycfml_project_name} from python wheel") - append_to_main_script(headers) + append_header_to_main_script(f"Install {pycfml_project_name} from Python package wheel") install_pycfml_from_wheel() - headers = _echo_header(f"Running {pycfml_project_name} tests") - append_to_main_script(headers) - run_pycfml_unit_tests() - run_powder_mod_tests() - run_powder_mod_main() + #append_header_to_main_script(f"Running {pycfml_project_name} tests") + #run_pycfml_unit_tests() + #run_powder_mod_tests() + #run_powder_mod_main() diff --git a/scripts.toml b/scripts.toml index 617d296..1ddf785 100644 --- a/scripts.toml +++ b/scripts.toml @@ -1,46 +1,53 @@ -# CrysFML related parameters +############################## +# CrysFML Fortran 2008 Library +############################## [cfml] -log-name = 'CrysFML2008' +log-name = 'CFML' static-lib-name = 'CrysFML08' # without 'lib' prefix on unix-based platforms -apigen-dir = 'Scripts/PythonAPI' -apigen-file = 'apigen.py' + +[cfml.dir] +repo = 'repo/crysfml' +repo-src = 'repo/crysfml/Src' +repo-tests = 'repo/crysfml/Testing' +repo-database = 'repo/crysfml/Src/Databases/magnetic_data.txt' +build = 'build/crysfml' +build-obj = 'build/crysfml/obj' +dist = 'dist/crysfml' # Fortran CrysFML2008 +dist-include = 'dist/crysfml/include' # for .mod/.smod files +dist-lib = 'dist/crysfml/lib' # for static library [cfml.git] url = 'https://code.ill.fr/scientific-software/crysfml2008.git' branch = 'powder_mod_fix' -[cfml.dir] -repo = 'crysfml08_repo' -repo-src = 'Src' -repo-wraps = 'build/Fortran' -repo-tests = 'Testing' -build = 'crysfml08_build' -dist = 'crysfml08_dist' -dist-lib = 'lib' -dist-include = 'include' +[cfml.scripts] +pyapigen = 'repo/crysfml/Scripts/PythonAPI/apigen.py' -# PyCrysFML related parameters +############################################# +# Python API for CrysFML Fortran 2008 Library +############################################# [pycfml] -log-name = 'PyCrysFML08' -dynamic-lib-name = 'pycrysfml08' +log-name = 'pyCFML' src-name = 'crysfml08lib' - -[pycfml.git] -url = 'https://code.ill.fr/scientific-software/pycrysfml08.git' -branch = 'master' +dynamic-lib-name = 'crysfml08lib' # NEED FIX: currently not in use in scripts.py +package-name = 'pycrysfml08' [pycfml.dir] -repo = 'pycrysfml08_repo' -repo-src = 'src' -apigen = 'pycrysfml08_apigen' -build = 'pycrysfml08_build' -dist = 'pycrysfml08_dist' -dist-package = 'pycrysfml08' -wheel = 'pycrysfml08_wheel' - +build-src = 'build/pycrysfml/src' # content will be generated by apigen.py +build-src-fortran = 'build/pycrysfml/src/Fortran' +build-src-python = 'build/pycrysfml/src/Python_API' +build-obj = 'build/pycrysfml/obj' +dist = 'dist/pycrysfml' # Python API to Fortran CrysFML2008 +dist-include = 'dist/pycrysfml/include' # for .mod/.smod files +dist-lib = 'dist/pycrysfml/lib' # for static object or dynamic library +dist-package = 'dist/pycrysfml/pycrysfml08' # for Python package +dist-wheel = 'dist/pycrysfml/wheel' # for Python wheel + +######################################################## # Generic build template commands and related parameters +######################################################## [project.dir] scripts = 'scripts' @@ -60,7 +67,7 @@ dependent-lib.change.macos = 'install_name_tool -change {OLD} {NEW} {PATH}.{EXT} build-wheel = 'python3 -m build --wheel --outdir {PATH}' rename-wheel = 'python3 -m wheel tags --python-tag {PYTHON_TAG} --platform-tag {PLATFORM_TAG} --remove {PATH}' install-wheel = 'python3 -m pip install {PACKAGE} --force-reinstall --find-links={PATH}' # Dependencies "{PACKAGE}[test]" are installed via ci script -run-python = 'python3 {PATH}' +run-python = 'python3 {PATH} {OPTIONS}' run-tests = 'pytest {PATH} --color=yes --benchmark-disable' run-benchmarks.base = 'pytest {PATH} --color=yes --benchmark-only --benchmark-storage="file://./.benchmarks/{RUNNER}/{COMPILER}/{PROCESSOR}" --benchmark-warmup=on --benchmark-columns="median, iqr, ops"' run-benchmarks.master-branch = '--benchmark-autosave' @@ -69,7 +76,6 @@ run-benchmarks.non-master-branch = '--benchmark-compare --benchmark-compare-fail [build] #src-ext = { cfml = 'f90', pycfml = 'F90' } src-ext = 'f90' -obj-ext = { macos = 'o', linux = 'o', windows = 'obj' } static-lib-prefix = { macos = 'lib', linux = 'lib', windows = '' } static-lib-ext = { macos = 'a', linux = 'a', windows = 'lib' } shared-lib-ext = { macos = 'so', linux = 'so', windows = 'pyd' } # *.dylib doesn't work on macOS, *.dll on Windows? # https://www.cita.utoronto.ca/~merz/intel_f10b/main_for/mergedProjects/bldaps_for/common/bldaps_produce_outfiles.htm @@ -187,7 +193,9 @@ dependent-libs.macos.arm.gfortran = [ #site-packages.linux = '/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages' #site-packages.windows = 'c:\hostedtoolcache\windows\Python\3.11.9\x64\lib\site-packages' -# Build configurations matrix +###################### +# Build configurations +###################### [[build-objs]] platforms = ['macos', 'linux', 'windows'] @@ -229,18 +237,20 @@ modes.base = '/w /fpp /heap-arrays /nologo -DWIN32=ON' modes.debug = '' modes.release = '' +############################## # CrysFML fortran source files +############################## -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'Forpy' -#[[cfml-modules]] +#[[src-cfml-modules]] #main-file = 'CFML_Degree_Trigonometric' -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_GlobalDeps' -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_FFT' components-dir = 'CFML_FFT' components-files = [ @@ -248,7 +258,7 @@ components-files = [ 'FFT_Convol' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Maths' components-dir = 'CFML_Maths' components-files = [ @@ -296,7 +306,7 @@ components-files = [ 'Math_In_Limits' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_ExtinCorr' components-dir = 'CFML_ExtinCorr' components-files = [ @@ -305,7 +315,7 @@ components-files = [ 'Ext_ShelxCorr' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Random' components-dir = 'CFML_Random' components-files = [ @@ -320,7 +330,7 @@ components-files = [ 'Random_T_Sm' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Messages' components-dir = 'CFML_Messages' components-files = [ @@ -337,7 +347,7 @@ components-files = [ #'Win_Write_ScrollMsg' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Strings' components-dir = 'CFML_Strings' components-files = [ @@ -347,7 +357,7 @@ components-files = [ 'StringTools' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Rational' components-dir = 'CFML_Rational' components-files = [ @@ -370,25 +380,25 @@ components-files = [ 'RAT_operator_neq' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_SuperSpace_Database' -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Magnetic_Database' -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_BVS_Tables' -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Scattering_Tables' -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Bonds_Tables' -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Symmetry_Tables' -[[cfml-modules]] +[[src-cfml-modules]] components-dir = 'CFML_Tables' components-files = [ 'Tab_Del_BVST', @@ -411,7 +421,7 @@ components-files = [ #'Tab_Read_magSSG_DBase' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Profiles' components-dir = 'CFML_Profiles' components-files = [ @@ -430,7 +440,7 @@ components-files = [ 'Profile_TOF_Carpenter' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Optimization_LSQ' components-dir = 'CFML_Optimization_LSQ' components-files = [ @@ -440,7 +450,7 @@ components-files = [ 'OPT_LSQ_LevebergMarquardt_NumDer' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Optimization' components-dir = 'CFML_Optimization' components-files = [ @@ -450,10 +460,10 @@ components-files = [ 'OPT_Simplex' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Simulated_Annealing' -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Diffpatt' components-dir = 'CFML_DiffPatt' components-files = [ @@ -477,7 +487,7 @@ components-files = [ 'DiffP_Add_Patterns' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Metrics' components-dir = 'CFML_Metrics' components-files = [ @@ -488,7 +498,7 @@ components-files = [ 'Metrics_NiggliCell' ] -[[cfml-modules]] +[[src-cfml-modules]] components-dir = 'CFML_Optimization_SAnn' components-files = [ 'SAnn_General', @@ -498,7 +508,7 @@ components-files = [ 'SAnn_inout' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_EoS' components-dir = 'CFML_EoS' components-files = [ @@ -539,7 +549,7 @@ components-files = [ 'Eos_dKdTCalc' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_gSpaceGroups' components-dir = 'CFML_gSpaceGroups' components-files = [ @@ -590,13 +600,13 @@ components-files = [ 'gS_OnePrimeOp' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_BckPeaks' -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_ILL_Instrm_Data' -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Atoms' components-dir = 'CFML_Atoms' components-files = [ @@ -609,10 +619,10 @@ components-files = [ 'Atm_SymmetryConstraints' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Propagation_Vectors' -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Reflections' components-dir = 'CFML_Reflections' components-files = [ @@ -632,7 +642,7 @@ components-files = [ 'Refl_H_Mult' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Structure_Factors' components-dir = 'CFML_Structure_Factors' components-files = [ @@ -644,7 +654,7 @@ components-files = [ 'SF_Create_Tables', ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Geom' components-dir = 'CFML_Geom' components-files = [ @@ -656,7 +666,7 @@ components-files = [ 'Geom_Distances' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_kvec_Symmetry' components-dir = 'CFML_kvec_Symmetry' components-files = [ @@ -668,7 +678,7 @@ components-files = [ 'ksym_write' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_kvec_Structure_Factors' components-dir = 'CFML_kvec_Structure_Factors' components-files = [ @@ -679,7 +689,7 @@ components-files = [ 'kStrf_write' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Maps' components-dir = 'CFML_Maps' components-files = [ @@ -688,7 +698,7 @@ components-files = [ 'Maps_Percolation' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Molecules' components-dir = 'CFML_Molecules' components-files = [ @@ -705,7 +715,7 @@ components-files = [ 'Mol_to_AtList' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Keywords_Code_Parser' components-dir = 'CFML_Keywords_Code_Parser' components-files = [ @@ -723,7 +733,7 @@ components-files = [ 'KWC_RefCodes' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_IOForm' components-dir = 'CFML_IOForm' components-files = [ @@ -736,7 +746,7 @@ components-files = [ 'Format_SHX' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_KeyCodes' components-dir = 'CFML_KeyCodes' components-files = [ @@ -751,7 +761,7 @@ components-files = [ 'KeyCod_Molec' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Python' components-dir = 'CFML_Python' components-files = [ @@ -764,14 +774,14 @@ components-files = [ 'Python_Ndarray' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_VTK' components-dir = 'CFML_VTK' components-files = [ 'VTK_Scan_Utils' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_SXTAL_Geom' components-dir = 'CFML_SXTAL_Geom' components-files = [ @@ -783,10 +793,10 @@ components-files = [ 'SXTAL_UB' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Export_VTK' -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_EnBVS' components-dir = 'CFML_EnBVS' components-files = [ @@ -796,21 +806,21 @@ components-files = [ 'EnBVS_SetTab' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Wraps_Utils' components-dir = 'CFML_Wraps_Utils' components-files = [ 'Wraps_Utils' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_Utilities' components-dir = 'CFML_Utilities' components-files = [ 'Utilities_Patterns' ] -[[cfml-modules]] +[[src-cfml-modules]] main-file = 'CFML_kvec_Polarimetry' components-dir = 'CFML_kvec_Polarimetry' components-files = [ @@ -821,47 +831,51 @@ components-files = [ 'Polar_Write' ] +#################################### # CrysFML test programs source files +#################################### -[[cfml-tests]] +[[src-cfml-tests]] main-dir = 'Bond_Str' main-file = 'Bond_StrN' -[[cfml-tests]] +[[src-cfml-tests]] main-dir = 'CIFs' main-file = 'io_files' -[[cfml-tests]] +[[src-cfml-tests]] main-dir = 'Grp_230' main-file = 'groups_230' -[[cfml-tests]] +[[src-cfml-tests]] main-dir = 'hkl_gen' main-file = 'hkl_gen' -[[cfml-tests]] +[[src-cfml-tests]] main-dir = 'hkl_gen' main-file = 'simple_hkl_gen' -[[cfml-tests]] +[[src-cfml-tests]] main-dir = 'Molecules' main-file = 'mol_tpcr' -[[cfml-tests]] +[[src-cfml-tests]] main-dir = 'PowderPattern' main-file = 'Simple_calc_powder' -[[cfml-tests]] +[[src-cfml-tests]] main-dir = 'PowderPattern' main-file = 'Simple_calc_Mag_powder' -[[cfml-tests]] +[[src-cfml-tests]] main-dir = 'StructureFactors' main-file = 'Calc_Sfac' -# CrysFML wraps for Python API +################################ +# Python API modules for CrysFML +################################ -[[cfml-wraps]] +[[src-cfml-wraps]] main-file = 'CFML_Wraps' components-dir = 'CFML_Wraps' components-files = [ From f572a7db35bbe9a900e398a0e6fe8078e89edbf4 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 15 Jul 2024 16:38:03 +0200 Subject: [PATCH 33/99] rename package from pyproject08 to pyproject --- pyproject.toml | 4 ++-- scripts.py | 25 ++++++++++++------------- scripts.toml | 39 +++++++++++++++++++-------------------- 3 files changed, 33 insertions(+), 35 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 4bf24d6..65dfe24 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -3,7 +3,7 @@ requires = ['hatchling'] build-backend = 'hatchling.build' [project] -name = 'pycrysfml08' +name = 'pycrysfml' version = '0.1.0' description = 'Testing packaging PyCrysFML08 from https://code.ill.fr/scientific-software/PyCrysFML08' authors = [ @@ -43,5 +43,5 @@ test = [ Homepage = 'https://github.com/easyscience/TEST_PyCrysFML' [tool.hatch.build.targets.wheel] -packages = ['pycrysfml08_dist/pycrysfml08'] +packages = ['dist/pyCFML/pycrysfml'] # NEED FIX: Replace based on scripts.toml - pycfml.dir.dist-package artifacts = ['*.py', '*.so', '*.so.*', '*.dylib', '*.pyd', '*.dll', '*.txt'] diff --git a/scripts.py b/scripts.py index c027e96..ff998cd 100644 --- a/scripts.py +++ b/scripts.py @@ -532,7 +532,8 @@ def build_cfml_modules_obj(): lines.append(cmd) msg = _echo_msg(f"Building fortran objects for {project_name} modules") lines.append(msg) - compile_lines = _compile_objs_script_lines('src-cfml-modules', src_path) + compile_lines = _compile_objs_script_lines('src-cfml-modules', + src_path) lines.extend(compile_lines) msg = _echo_msg(f"Exiting build dir '{build_dir}'") lines.append(msg) @@ -864,13 +865,11 @@ def build_pycfml_shared_obj_or_dynamic_lib(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) - - def create_pycfml_dist_dir(): dist_dir = CONFIG['pycfml']['dir']['dist'] lib_dist_dir = CONFIG['pycfml']['dir']['dist-lib'] include_dist_dir = CONFIG['pycfml']['dir']['dist-include'] - package_dist_dir = CONFIG['pycfml']['dir']['dist-package'] + package_dist_dir = CONFIG['pycfml']['dir']['dist-package'].replace('{PACKAGE_NAME}', PYPROJECT['project']['name']) wheel_dist_dir = CONFIG['pycfml']['dir']['dist-wheel'] lines = [] msg = _echo_msg(f"Deleting dist dir '{dist_dir}'") @@ -906,7 +905,7 @@ def copy_built_to_pycfml_dist(): shared_lib_ext = CONFIG['build']['shared-lib-ext'][_platform()] build_relpath = CONFIG['pycfml']['dir']['build-obj'] build_abspath = os.path.join(_project_path(), build_relpath) - package_relpath = CONFIG['pycfml']['dir']['dist-package'] + package_relpath = CONFIG['pycfml']['dir']['dist-package'].replace('{PACKAGE_NAME}', PYPROJECT['project']['name']) package_abspath = os.path.join(_project_path(), package_relpath) lines = [] msg = _echo_msg(f"Copying built {project_name} shared objects / dynamic libs to '{package_relpath}'") @@ -955,7 +954,7 @@ def change_runpath_for_built_pycfml(): #package_dir = CONFIG['pycfml']['dir2']['dist-package'] #package_relpath = os.path.join(dist_dir, package_dir) #package_abspath = os.path.join(_project_path(), dist_dir, package_dir) - package_relpath = CONFIG['pycfml']['dir']['dist-package'] + package_relpath = CONFIG['pycfml']['dir']['dist-package'].replace('{PACKAGE_NAME}', PYPROJECT['project']['name']) package_abspath = os.path.join(_project_path(), package_relpath) #total = 1 #current = 0 @@ -1037,7 +1036,7 @@ def copy_extra_libs_to_pycfml_dist(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) return - package_relpath = CONFIG['pycfml']['dir']['dist-package'] + package_relpath = CONFIG['pycfml']['dir']['dist-package'].replace('{PACKAGE_NAME}', PYPROJECT['project']['name']) package_abspath = os.path.join(_project_path(), package_relpath) lines = [] for lib_path in extra_libs: @@ -1054,7 +1053,7 @@ def copy_py_api_files_to_pycfml_dist(): py_api_relpath = CONFIG['pycfml']['dir']['build-src-python'] py_api_abspath = os.path.join(_project_path(), py_api_relpath) from_path = os.path.join(py_api_abspath, '*.py') - package_relpath = CONFIG['pycfml']['dir']['dist-package'] + package_relpath = CONFIG['pycfml']['dir']['dist-package'].replace('{PACKAGE_NAME}', PYPROJECT['project']['name']) package_abspath = os.path.join(_project_path(), package_relpath) to_path = package_abspath lines = [] @@ -1069,7 +1068,7 @@ def copy_py_api_files_to_pycfml_dist(): def copy_init_file_to_pycfml_dist(): project_name = CONFIG['pycfml']['log-name'] from_path = os.path.join(_project_path(), '__init__.py') - package_relpath = CONFIG['pycfml']['dir']['dist-package'] + package_relpath = CONFIG['pycfml']['dir']['dist-package'].replace('{PACKAGE_NAME}', PYPROJECT['project']['name']) package_abspath = os.path.join(_project_path(), package_relpath) to_path = package_abspath lines = [] @@ -1085,7 +1084,7 @@ def copy_cfml_databases_to_pycfml_dist(): cfml_db_relpath = CONFIG['cfml']['dir']['repo-database'] cfml_db_abspath = os.path.join(_project_path(), cfml_db_relpath) from_path = cfml_db_abspath - package_relpath = CONFIG['pycfml']['dir']['dist-package'] + package_relpath = CONFIG['pycfml']['dir']['dist-package'].replace('{PACKAGE_NAME}', PYPROJECT['project']['name']) pycfml_db_relpath = os.path.join(package_relpath, 'Databases') pycfml_db_abspath = os.path.join(_project_path(), pycfml_db_relpath) to_path = pycfml_db_abspath @@ -1128,9 +1127,9 @@ def create_pycfml_python_wheel(): def rename_pycfml_python_wheel(): project_name = CONFIG['pycfml']['log-name'] - pycfml_package_name = CONFIG['pycfml']['package-name'] + dist_package_name = PYPROJECT['project']['name'] dist_package_version = PYPROJECT['project']['version'] - initial_wheel_name = f'{pycfml_package_name}-{dist_package_version}-py3-none-any.whl' + initial_wheel_name = f'{dist_package_name}-{dist_package_version}-py3-none-any.whl' wheel_dir = CONFIG['pycfml']['dir']['dist-wheel'] wheel_relpath = os.path.join(wheel_dir, initial_wheel_name) wheel_abspath = os.path.join(_project_path(), wheel_relpath) @@ -1148,7 +1147,7 @@ def rename_pycfml_python_wheel(): def install_pycfml_from_wheel(): project_name = CONFIG['pycfml']['log-name'] - package_name = CONFIG['pycfml']['package-name'] + package_name = PYPROJECT['project']['name'] wheel_dir = CONFIG['pycfml']['dir']['dist-wheel'] wheel_path = os.path.join(_project_path(), wheel_dir) lines = [] diff --git a/scripts.toml b/scripts.toml index 1ddf785..1a43955 100644 --- a/scripts.toml +++ b/scripts.toml @@ -7,22 +7,22 @@ log-name = 'CFML' static-lib-name = 'CrysFML08' # without 'lib' prefix on unix-based platforms [cfml.dir] -repo = 'repo/crysfml' -repo-src = 'repo/crysfml/Src' -repo-tests = 'repo/crysfml/Testing' -repo-database = 'repo/crysfml/Src/Databases/magnetic_data.txt' -build = 'build/crysfml' -build-obj = 'build/crysfml/obj' -dist = 'dist/crysfml' # Fortran CrysFML2008 -dist-include = 'dist/crysfml/include' # for .mod/.smod files -dist-lib = 'dist/crysfml/lib' # for static library +repo = 'repo/CFML' +repo-src = 'repo/CFML/Src' +repo-tests = 'repo/CFML/Testing' +repo-database = 'repo/CFML/Src/Databases/magnetic_data.txt' +build = 'build/CFML' +build-obj = 'build/CFML/obj' +dist = 'dist/CFML' # Fortran CrysFML2008 +dist-include = 'dist/CFML/include' # for .mod/.smod files +dist-lib = 'dist/CFML/lib' # for static library [cfml.git] url = 'https://code.ill.fr/scientific-software/crysfml2008.git' branch = 'powder_mod_fix' [cfml.scripts] -pyapigen = 'repo/crysfml/Scripts/PythonAPI/apigen.py' +pyapigen = 'repo/CFML/Scripts/PythonAPI/apigen.py' ############################################# # Python API for CrysFML Fortran 2008 Library @@ -32,18 +32,17 @@ pyapigen = 'repo/crysfml/Scripts/PythonAPI/apigen.py' log-name = 'pyCFML' src-name = 'crysfml08lib' dynamic-lib-name = 'crysfml08lib' # NEED FIX: currently not in use in scripts.py -package-name = 'pycrysfml08' [pycfml.dir] -build-src = 'build/pycrysfml/src' # content will be generated by apigen.py -build-src-fortran = 'build/pycrysfml/src/Fortran' -build-src-python = 'build/pycrysfml/src/Python_API' -build-obj = 'build/pycrysfml/obj' -dist = 'dist/pycrysfml' # Python API to Fortran CrysFML2008 -dist-include = 'dist/pycrysfml/include' # for .mod/.smod files -dist-lib = 'dist/pycrysfml/lib' # for static object or dynamic library -dist-package = 'dist/pycrysfml/pycrysfml08' # for Python package -dist-wheel = 'dist/pycrysfml/wheel' # for Python wheel +build-src = 'build/pyCFML/src' # content will be generated by apigen.py +build-src-fortran = 'build/pyCFML/src/Fortran' +build-src-python = 'build/pyCFML/src/Python_API' +build-obj = 'build/pyCFML/obj' +dist = 'dist/pyCFML' # Python API to Fortran CrysFML2008 +dist-include = 'dist/pyCFML/include' # for .mod/.smod files +dist-lib = 'dist/pyCFML/lib' # for static object or dynamic library +dist-package = 'dist/pyCFML/{PACKAGE_NAME}' # for Python package +dist-wheel = 'dist/pyCFML/wheel' # for Python wheel ######################################################## # Generic build template commands and related parameters From 27b3055f4c645b4f89b15771a50de10838ea5827 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 15 Jul 2024 19:30:11 +0200 Subject: [PATCH 34/99] add change_runpath_for_built_pycfml --- .github/workflows/main.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 32d690f..6b4fd1a 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -140,7 +140,8 @@ jobs: - name: Make pyCFML distribution shell: bash run: | - scripts/copy_built_to_pycfml_dist.sh # scripts/change_runpath_for_built_pycfml.sh + scripts/copy_built_to_pycfml_dist.sh + scripts/change_runpath_for_built_pycfml.sh scripts/copy_extra_libs_to_pycfml_dist.sh scripts/copy_py_api_files_to_pycfml_dist.sh scripts/copy_init_file_to_pycfml_dist.sh From 9bf35f7a61c8891114d36f7657214978e239c090 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 15 Jul 2024 19:57:57 +0200 Subject: [PATCH 35/99] Refactoring --- .github/workflows/main.yml | 4 +- .gitignore | 6 +++ scripts.py | 31 +++++++------ scripts.toml | 95 +++++++++++++++++++------------------- scripts/empty.txt | 0 5 files changed, 72 insertions(+), 64 deletions(-) delete mode 100644 scripts/empty.txt diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 6b4fd1a..d95e6e6 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -57,7 +57,7 @@ jobs: shell: bash run: echo "MACOSX_DEPLOYMENT_TARGET=$(sw_vers -productVersion)" >> $GITHUB_ENV - - name: Create job scripts + - name: Create build scripts in scripts/scripts shell: bash run: > python3 scripts.py @@ -70,7 +70,7 @@ jobs: shell: bash run: scripts/print_build_variables.sh # bash -x scripts/print_build_variables.sh for printing commands - - name: Create CFML and pyCFML directories + - name: Create scripts, CFML and pyCFML directories shell: bash run: | scripts/create_cfml_repo_dir.sh diff --git a/.gitignore b/.gitignore index 2d8fa98..917b21e 100644 --- a/.gitignore +++ b/.gitignore @@ -9,6 +9,12 @@ build # macOS .DS_Store +# Build +build +dist +repo +scripts + # Misc .venv .benchmarks/local diff --git a/scripts.py b/scripts.py index ff998cd..72c9f57 100644 --- a/scripts.py +++ b/scripts.py @@ -37,7 +37,7 @@ def _scripts_path(): return path def _main_script_path(): - name = 'main_script.sh' + name = 'main.sh' path = os.path.join(_scripts_path(), name) return path @@ -151,7 +151,7 @@ def _compiler_options(): compiler = _compiler_name() mode = _compiling_mode() options = '' - for build in CONFIG['build-objs']: + for build in CONFIG['build-configs']: if _platform() in build['platforms'] and compiler in build['compilers']: options = f"{build['modes']['base']}" if build['modes'][mode]: @@ -162,7 +162,7 @@ def _compiler_options(): def _obj_ext(): compiler = _compiler_name() ext = '' - for build in CONFIG['build-objs']: + for build in CONFIG['build-configs']: if _platform() in build['platforms'] and compiler in build['compilers']: ext = build['obj-ext'] break @@ -171,7 +171,7 @@ def _obj_ext(): def _compiler_build_shared_template(): compiler = _compiler_name() template = '' - for build in CONFIG['build-objs']: + for build in CONFIG['build-configs']: if _platform() in build['platforms'] and compiler in build['compilers']: template = build['build-shared'] break @@ -180,7 +180,7 @@ def _compiler_build_shared_template(): def _compiler_build_exe_template(): compiler = _compiler_name() template = '' - for build in CONFIG['build-objs']: + for build in CONFIG['build-configs']: if _platform() in build['platforms'] and compiler in build['compilers']: template = build['build-exe'] break @@ -189,7 +189,7 @@ def _compiler_build_exe_template(): def _compiler_obj_ext(): compiler = _compiler_name() obj_ext = '' - for build in CONFIG['build-objs']: + for build in CONFIG['build-configs']: if _platform() in build['platforms'] and compiler in build['compilers']: obj_ext = build['obj-ext'] break @@ -386,16 +386,19 @@ def loaded_config(name: str): with open(path, 'rb') as f: config = tomllib.load(f) if _bash_syntax(): - for idx, build in enumerate(config['build-objs']): - config['build-objs'][idx]['build-shared'] = build['build-shared'].replace('/', '-') - config['build-objs'][idx]['build-exe'] = build['build-exe'].replace('/', '-') - config['build-objs'][idx]['modes']['base'] = build['modes']['base'].replace('/', '-') - config['build-objs'][idx]['modes']['debug'] = build['modes']['debug'].replace('/', '-') - config['build-objs'][idx]['modes']['release'] = build['modes']['release'].replace('/', '-') + for idx, build in enumerate(config['build-configs']): + config['build-configs'][idx]['build-shared'] = build['build-shared'].replace('/', '-') + config['build-configs'][idx]['build-exe'] = build['build-exe'].replace('/', '-') + config['build-configs'][idx]['modes']['base'] = build['modes']['base'].replace('/', '-') + config['build-configs'][idx]['modes']['debug'] = build['modes']['debug'].replace('/', '-') + config['build-configs'][idx]['modes']['release'] = build['modes']['release'].replace('/', '-') return config def clear_main_script(): path = _main_script_path() + if not os.path.isfile(path): + file = Path(path) + file.parent.mkdir(exist_ok=True, parents=True) with open(path, 'w') as file: pass @@ -1218,7 +1221,7 @@ def run_powder_mod_main(): append_header_to_main_script(f"Print some build-specific variables") print_build_variables() - append_header_to_main_script(f"Create {cfml_project_name} and {pycfml_project_name} directories") + append_header_to_main_script(f"Create scripts, {cfml_project_name} and {pycfml_project_name} directories") create_cfml_repo_dir() create_cfml_build_dir() create_cfml_dist_dir() @@ -1257,7 +1260,7 @@ def run_powder_mod_main(): append_header_to_main_script(f"Make {pycfml_project_name} distribution") copy_built_to_pycfml_dist() - #change_runpath_for_built_pycfml() + change_runpath_for_built_pycfml() copy_extra_libs_to_pycfml_dist() copy_py_api_files_to_pycfml_dist() copy_init_file_to_pycfml_dist() diff --git a/scripts.toml b/scripts.toml index 1a43955..dabaf81 100644 --- a/scripts.toml +++ b/scripts.toml @@ -1,3 +1,6 @@ +[project.dir] +scripts = 'scripts' + ############################## # CrysFML Fortran 2008 Library ############################## @@ -48,9 +51,6 @@ dist-wheel = 'dist/pyCFML/wheel' # for Python wheel # Generic build template commands and related parameters ######################################################## -[project.dir] -scripts = 'scripts' - [template] clone-repo = 'git clone --single-branch --branch {BRANCH} {URL} {OUT_PATH}' build-obj = '{COMPILER} {OPTIONS} -c {PATH} -I {INCLUDE}' @@ -72,8 +72,51 @@ run-benchmarks.base = 'pytest {PATH} --color=yes --benchmark-only --benchmark-st run-benchmarks.master-branch = '--benchmark-autosave' run-benchmarks.non-master-branch = '--benchmark-compare --benchmark-compare-fail=median:25%' +###################### +# Build configurations +###################### + +[[build-configs]] +platforms = ['macos', 'linux', 'windows'] +compilers = ['gfortran'] +obj-ext = 'o' +build-shared = '{COMPILER} -shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' +build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' +modes.base = '-cpp -fdec-math -fPIC -fno-stack-arrays -ffree-line-length-none' +modes.debug = '' +modes.release = '' + +[[build-configs]] +platforms = ['macos'] +compilers = ['nagfor'] +obj-ext = 'o' +build-shared = '{COMPILER} -Wl,-shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' +build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' +modes.base = '-f2008 -fpp -PIC -quiet -w=all -colour' +modes.debug = '' +modes.release = '' + +[[build-configs]] +platforms = ['linux', 'macos'] +compilers = ['ifort', 'ifx'] +obj-ext = 'o' +build-shared = "{COMPILER} -shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {IFPORT_LIB} {PYTHON_LIB}" +build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' +modes.base = '-w -fpp -fPIC -heap-arrays -nologo' +modes.debug = '' # -g3 +modes.release = '' # -O3 + +[[build-configs]] +platforms = ['windows'] +compilers = ['ifort', 'ifx'] +obj-ext = 'obj' +build-shared = 'link CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} /out:"{PATH}.{EXT}" /libpath:{CFML_LIB_PATH} /dll {CFML_LIB_NAME}.lib {PYTHON_LIB}' +build-exe = '{COMPILER} {OPTIONS} /exe:{EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} {CFML_LIB_DIR}\{CFML_LIB_NAME}.{LIB_EXT}' +modes.base = '/w /fpp /heap-arrays /nologo -DWIN32=ON' +modes.debug = '' +modes.release = '' + [build] -#src-ext = { cfml = 'f90', pycfml = 'F90' } src-ext = 'f90' static-lib-prefix = { macos = 'lib', linux = 'lib', windows = '' } static-lib-ext = { macos = 'a', linux = 'a', windows = 'lib' } @@ -192,50 +235,6 @@ dependent-libs.macos.arm.gfortran = [ #site-packages.linux = '/opt/hostedtoolcache/Python/3.11.9/x64/lib/python3.11/site-packages' #site-packages.windows = 'c:\hostedtoolcache\windows\Python\3.11.9\x64\lib\site-packages' -###################### -# Build configurations -###################### - -[[build-objs]] -platforms = ['macos', 'linux', 'windows'] -compilers = ['gfortran'] -obj-ext = 'o' -build-shared = '{COMPILER} -shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' -build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' -modes.base = '-cpp -fdec-math -fPIC -fno-stack-arrays -ffree-line-length-none' -modes.debug = '' -modes.release = '' - -[[build-objs]] -platforms = ['macos'] -compilers = ['nagfor'] -obj-ext = 'o' -build-shared = '{COMPILER} -Wl,-shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' -build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' -modes.base = '-f2008 -fpp -PIC -quiet -w=all -colour' -modes.debug = '' -modes.release = '' - -[[build-objs]] -platforms = ['linux', 'macos'] -compilers = ['ifort', 'ifx'] -obj-ext = 'o' -build-shared = "{COMPILER} -shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {IFPORT_LIB} {PYTHON_LIB}" -build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' -modes.base = '-w -fpp -fPIC -heap-arrays -nologo' -modes.debug = '' # -g3 -modes.release = '' # -O3 - -[[build-objs]] -platforms = ['windows'] -compilers = ['ifort', 'ifx'] -obj-ext = 'obj' -build-shared = 'link CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} /out:"{PATH}.{EXT}" /libpath:{CFML_LIB_PATH} /dll {CFML_LIB_NAME}.lib {PYTHON_LIB}' -build-exe = '{COMPILER} {OPTIONS} /exe:{EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} {CFML_LIB_DIR}\{CFML_LIB_NAME}.{LIB_EXT}' -modes.base = '/w /fpp /heap-arrays /nologo -DWIN32=ON' -modes.debug = '' -modes.release = '' - ############################## # CrysFML fortran source files ############################## diff --git a/scripts/empty.txt b/scripts/empty.txt deleted file mode 100644 index e69de29..0000000 From cbc8a3922759140d78813e5028bce5351ea2afbb Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 15 Jul 2024 20:25:27 +0200 Subject: [PATCH 36/99] Rename pycrysfml08 to pycrysfml in tests --- tests/unit_tests/pycfml/test__cfml_metrics__debug.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py index 50e2889..af4eae1 100644 --- a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py +++ b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py @@ -12,7 +12,7 @@ def test__get_u_from_b__crysfml08lib_f_get_u_from_b(): try: - from pycrysfml08 import crysfml08lib + from pycrysfml import crysfml08lib print('SUCCESS: from pycrysfml08 import crysfml08lib') nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') @@ -28,7 +28,7 @@ def test__get_u_from_b__crysfml08lib_f_get_u_from_b(): def test__get_u_from_b__crysfml08lib_get_u_from_b(): try: - from pycrysfml08 import crysfml08lib + from pycrysfml import crysfml08lib print('SUCCESS: from pycrysfml08 import crysfml08lib') nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') @@ -44,7 +44,7 @@ def test__get_u_from_b__crysfml08lib_get_u_from_b(): def test__get_u_from_b__cfml_metrics_get_u_from_b(): try: - from pycrysfml08 import cfml_metrics + from pycrysfml import cfml_metrics print('SUCCESS: from pycrysfml08 import cfml_metrics') nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') From d03cfd372d62901a9b700f490cb4a4bdf9192a72 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 15 Jul 2024 20:45:35 +0200 Subject: [PATCH 37/99] Add build CFML test programs --- scripts.py | 40 +++++++++++-------- scripts.toml | 7 ++-- .../pycfml/test__cfml_metrics__debug.py | 6 +-- 3 files changed, 30 insertions(+), 23 deletions(-) diff --git a/scripts.py b/scripts.py index 72c9f57..433f271 100644 --- a/scripts.py +++ b/scripts.py @@ -589,27 +589,29 @@ def build_cfml_static_lib(): def create_cfml_dist_dir(): dist_dir = CONFIG['cfml']['dir']['dist'] - dist_path = os.path.join(_project_path(), dist_dir) - lib_dist_dir = CONFIG['cfml']['dir']['dist-lib'] - lib_dist_path = os.path.join(_project_path(), lib_dist_dir) - include_dist_dir = CONFIG['cfml']['dir']['dist-include'] - include_dist_path = os.path.join(_project_path(), include_dist_dir) + lib_dir = CONFIG['cfml']['dir']['dist-lib'] + include_dir = CONFIG['cfml']['dir']['dist-include'] + progs_dir = CONFIG['cfml']['dir']['dist-progs'] lines = [] msg = _echo_msg(f"Deleting dist dir '{dist_dir}'") lines.append(msg) - cmd = f'rm -rf {dist_path}' + cmd = f'rm -rf {dist_dir}' lines.append(cmd) msg = _echo_msg(f"Creating dist dir '{dist_dir}'") lines.append(msg) - cmd = f'mkdir -p {dist_path}' + cmd = f'mkdir -p {dist_dir}' + lines.append(cmd) + msg = _echo_msg(f"Creating dist dir '{lib_dir}'") + lines.append(msg) + cmd = f'mkdir -p {lib_dir}' lines.append(cmd) - msg = _echo_msg(f"Creating dist dir '{lib_dist_dir}'") + msg = _echo_msg(f"Creating dist dir '{include_dir}'") lines.append(msg) - cmd = f'mkdir -p {lib_dist_path}' + cmd = f'mkdir -p {include_dir}' lines.append(cmd) - msg = _echo_msg(f"Creating dist dir '{include_dist_dir}'") + msg = _echo_msg(f"Creating dist dir '{progs_dir}'") lines.append(msg) - cmd = f'mkdir -p {include_dist_path}' + cmd = f'mkdir -p {progs_dir}' lines.append(cmd) script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) @@ -643,10 +645,10 @@ def move_built_to_cfml_dist(): def build_cfml_test_programs(): project_name = CONFIG['cfml']['log-name'] - repo_dir = CONFIG['cfml']['dir']['repo'] src_dir = CONFIG['cfml']['dir']['repo-tests'] - src_path = os.path.join(_project_path(), repo_dir, src_dir) - build_dir = os.path.join('tests', 'functional_tests', 'cfml') + src_path = os.path.join(_project_path(), src_dir) + #build_dir = os.path.join('tests', 'functional_tests', 'cfml') + build_dir = CONFIG['cfml']['dir']['dist-progs'] build_path = os.path.join(_project_path(), build_dir) dist_dir = CONFIG['cfml']['dir']['dist'] include_dir = CONFIG['cfml']['dir']['dist-include'] @@ -659,13 +661,17 @@ def build_cfml_test_programs(): lines.append(msg) cmd = f'cd {build_path}' lines.append(cmd) - msg = _echo_msg(f"Building test programs for {project_name}:") + msg = _echo_msg(f"Building test programs for {project_name}") lines.append(msg) compile_lines = _compile_executables_script_lines('src-cfml-tests', src_path, include_path, lib_path, lib_name) lines.extend(compile_lines) + msg = _echo_msg(f"Deleting *.mod/*.smod files in '{build_dir}'") + lines.append(msg) + cmd = f'rm -rf *.*mod' + lines.append(cmd) msg = _echo_msg(f"Exiting build dir '{build_dir}'") lines.append(msg) cmd = f'cd {_project_path()}' @@ -1243,8 +1249,8 @@ def run_powder_mod_main(): append_header_to_main_script(f"Make {cfml_project_name} distribution") move_built_to_cfml_dist() - #append_header_to_main_script(f"Creating and running {cfml_project_name} test programs") - #build_cfml_test_programs() + append_header_to_main_script(f"Creating and running {cfml_project_name} test programs") + build_cfml_test_programs() #run_cfml_functional_tests_no_benchmarks() #run_cfml_functional_tests_with_benchmarks() diff --git a/scripts.toml b/scripts.toml index dabaf81..ec00128 100644 --- a/scripts.toml +++ b/scripts.toml @@ -16,9 +16,10 @@ repo-tests = 'repo/CFML/Testing' repo-database = 'repo/CFML/Src/Databases/magnetic_data.txt' build = 'build/CFML' build-obj = 'build/CFML/obj' -dist = 'dist/CFML' # Fortran CrysFML2008 -dist-include = 'dist/CFML/include' # for .mod/.smod files -dist-lib = 'dist/CFML/lib' # for static library +dist = 'dist/CFML' # Fortran CrysFML2008 +dist-include = 'dist/CFML/include' # for .mod/.smod files +dist-lib = 'dist/CFML/lib' # for static library +dist-progs = 'dist/CFML/progs' # for test programs [cfml.git] url = 'https://code.ill.fr/scientific-software/crysfml2008.git' diff --git a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py index af4eae1..7e5ec04 100644 --- a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py +++ b/tests/unit_tests/pycfml/test__cfml_metrics__debug.py @@ -13,7 +13,7 @@ def test__get_u_from_b__crysfml08lib_f_get_u_from_b(): try: from pycrysfml import crysfml08lib - print('SUCCESS: from pycrysfml08 import crysfml08lib') + print('SUCCESS: from pycrysfml import crysfml08lib') nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') code, message, actual = crysfml08lib.f_get_u_from_b(nd_b) @@ -29,7 +29,7 @@ def test__get_u_from_b__crysfml08lib_f_get_u_from_b(): def test__get_u_from_b__crysfml08lib_get_u_from_b(): try: from pycrysfml import crysfml08lib - print('SUCCESS: from pycrysfml08 import crysfml08lib') + print('SUCCESS: from pycrysfml import crysfml08lib') nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') code, message, actual = crysfml08lib.get_u_from_b(nd_b) @@ -45,7 +45,7 @@ def test__get_u_from_b__crysfml08lib_get_u_from_b(): def test__get_u_from_b__cfml_metrics_get_u_from_b(): try: from pycrysfml import cfml_metrics - print('SUCCESS: from pycrysfml08 import cfml_metrics') + print('SUCCESS: from pycrysfml import cfml_metrics') nd_b = np.array([1.5, 1.6, 1.7, 1.0, 1.1, 1.2], dtype='f') desired = np.array([0.019, 0.0203, 0.0215, 0.0127, 0.0139, 0.0152], dtype='f') code, message, actual = cfml_metrics.get_u_from_b(nd_b) From ef7c7d465a83ff5547a898f221fe714b6979a278 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 15 Jul 2024 22:48:24 +0200 Subject: [PATCH 38/99] Add run CFML test programs --- .github/workflows/main.yml | 22 +++++++++---------- scripts.py | 10 ++++----- tests/functional_tests/cfml/test__Bond_Str.py | 14 +++++++----- .../functional_tests/cfml/test__Molecules.py | 16 ++++++++------ .../cfml/test__PowderPattern.py | 14 +++++++----- .../cfml/test__StructureFactors.py | 14 +++++++----- tests/functional_tests/cfml/test__hkl_gen.py | 15 ++++++++----- 7 files changed, 61 insertions(+), 44 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index d95e6e6..51f2d64 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -99,17 +99,17 @@ jobs: shell: bash run: scripts/move_built_to_cfml_dist.sh - #- name: Build und run CFML functional test programs (incl. benchmarks) - # # 1st combination: this always fails with 'Undefined symbols...' error - # # 2nd combination: this randomly fails with test__Simple_calc_powder__SrTiO3s 'forrtl: severe (157): Program Exception - access violation' - # if: | - # (runner.os != 'macOS' || matrix.toolchain.exe != 'ifort') - # && - # (runner.os != 'Windows' || matrix.toolchain.exe != 'ifx') - # shell: bash - # run: | - # scripts/build_cfml_test_programs.sh - # scripts/run_cfml_functional_tests_no_benchmarks.sh + - name: Build und run CFML functional test programs (incl. benchmarks) + # 1st combination: this always fails with 'Undefined symbols...' error + # 2nd combination: this randomly fails with test__Simple_calc_powder__SrTiO3s 'forrtl: severe (157): Program Exception - access violation' + if: | + (runner.os != 'macOS' || matrix.toolchain.exe != 'ifort') + && + (runner.os != 'Windows' || matrix.toolchain.exe != 'ifx') + shell: bash + run: | + scripts/build_cfml_test_programs.sh + scripts/run_cfml_functional_tests_no_benchmarks.sh # # scripts/run_cfml_functional_tests_with_benchmarks.sh #- name: Push benchmark results to repository diff --git a/scripts.py b/scripts.py index 433f271..de1a029 100644 --- a/scripts.py +++ b/scripts.py @@ -681,7 +681,7 @@ def build_cfml_test_programs(): append_to_main_script(lines) def run_cfml_functional_tests_no_benchmarks(): - relpath = os.path.join('tests', 'functional_tests', 'cfml') + relpath = os.path.join('tests', 'functional_tests', 'CFML') abspath = os.path.join(_project_path(), relpath) lines = [] msg = _echo_msg(f"Running functional tests from '{relpath}'") @@ -694,7 +694,7 @@ def run_cfml_functional_tests_no_benchmarks(): append_to_main_script(lines) def run_cfml_functional_tests_with_benchmarks(): - relpath = os.path.join('tests', 'functional_tests', 'cfml') + relpath = os.path.join('tests', 'functional_tests', 'CFML') abspath = os.path.join(_project_path(), relpath) lines = [] msg = _echo_msg(f"Running functional tests with benchmarks from '{relpath}'") @@ -1171,7 +1171,7 @@ def install_pycfml_from_wheel(): append_to_main_script(lines) def run_pycfml_unit_tests(): - relpath = os.path.join('tests', 'unit_tests', 'pycfml') + relpath = os.path.join('tests', 'unit_tests', 'pyCFML') abspath = os.path.join(_project_path(), relpath) lines = [] msg = _echo_msg(f"Running unit tests from '{relpath}'") @@ -1184,7 +1184,7 @@ def run_pycfml_unit_tests(): append_to_main_script(lines) def run_powder_mod_tests(): - relpath = os.path.join('tests', 'functional_tests', 'pycfml') + relpath = os.path.join('tests', 'functional_tests', 'pyCFML') abspath = os.path.join(_project_path(), relpath) lines = [] msg = _echo_msg(f"Running powder_mod tests from '{relpath}'") @@ -1251,7 +1251,7 @@ def run_powder_mod_main(): append_header_to_main_script(f"Creating and running {cfml_project_name} test programs") build_cfml_test_programs() - #run_cfml_functional_tests_no_benchmarks() + run_cfml_functional_tests_no_benchmarks() #run_cfml_functional_tests_with_benchmarks() append_header_to_main_script(f"Create {pycfml_project_name} source code") diff --git a/tests/functional_tests/cfml/test__Bond_Str.py b/tests/functional_tests/cfml/test__Bond_Str.py index 4d138c0..8d17929 100644 --- a/tests/functional_tests/cfml/test__Bond_Str.py +++ b/tests/functional_tests/cfml/test__Bond_Str.py @@ -1,14 +1,18 @@ import os +import sys import re import filecmp import time import tomllib import subprocess import platform -from io import StringIO import numpy as np +from io import StringIO +from pathlib import Path from numpy.testing import assert_array_equal, assert_almost_equal, assert_allclose +PROGS_PATH = Path(f'dist/CFML/progs').resolve() + # Help functions @@ -32,13 +36,13 @@ def run_exe_with_args(file_name:str, args:str=''): """Runs the executable with optional arguments.""" if platform.system() == 'Windows': file_name = f'{file_name}.exe' - file_name = os.path.abspath(file_name) - cmd = f'{file_name}' + exe_path = os.path.join(PROGS_PATH, file_name) + cmd = f'{exe_path}' if args: - cmd = f'{file_name} {args}' + cmd = f'{exe_path} {args}' #os.system(f"echo '::::: {cmd}'") os.system(f'{cmd}') - time.sleep(2) + time.sleep(1) def dat_to_ndarray(file_name:str, skip_begin:int=3, skip_end:int=4): """Parses the file to extract an array of data and converts it to a numpy array.""" diff --git a/tests/functional_tests/cfml/test__Molecules.py b/tests/functional_tests/cfml/test__Molecules.py index d062487..8305dc0 100644 --- a/tests/functional_tests/cfml/test__Molecules.py +++ b/tests/functional_tests/cfml/test__Molecules.py @@ -6,10 +6,12 @@ import tomllib import subprocess import platform -from io import StringIO -import pytest import numpy as np -from numpy.testing import assert_allclose, assert_almost_equal +from io import StringIO +from pathlib import Path +from numpy.testing import assert_array_equal, assert_almost_equal, assert_allclose + +PROGS_PATH = Path(f'dist/CFML/progs').resolve() # Help functions @@ -34,13 +36,13 @@ def run_exe_with_args(file_name:str, args:str=''): """Runs the executable with optional arguments.""" if platform.system() == 'Windows': file_name = f'{file_name}.exe' - file_name = os.path.abspath(file_name) - cmd = f'{file_name}' + exe_path = os.path.join(PROGS_PATH, file_name) + cmd = f'{exe_path}' if args: - cmd = f'{file_name} {args}' + cmd = f'{exe_path} {args}' #os.system(f"echo '::::: {cmd}'") os.system(f'{cmd}') - #time.sleep(2) + time.sleep(1) def dat_to_ndarray(file_name:str, skip_begin:int=3, skip_end:int=4): """Parses the file to extract an array of data and converts it to a numpy array.""" diff --git a/tests/functional_tests/cfml/test__PowderPattern.py b/tests/functional_tests/cfml/test__PowderPattern.py index eb1c425..b92a110 100644 --- a/tests/functional_tests/cfml/test__PowderPattern.py +++ b/tests/functional_tests/cfml/test__PowderPattern.py @@ -7,7 +7,11 @@ import subprocess import platform import numpy as np -from numpy.testing import assert_allclose, assert_almost_equal +from io import StringIO +from pathlib import Path +from numpy.testing import assert_array_equal, assert_almost_equal, assert_allclose + +PROGS_PATH = Path(f'dist/CFML/progs').resolve() # Help functions @@ -32,13 +36,13 @@ def run_exe_with_args(file_name:str, args:str=''): """Runs the executable with optional arguments.""" if platform.system() == 'Windows': file_name = f'{file_name}.exe' - file_name = os.path.abspath(file_name) - cmd = f'{file_name}' + exe_path = os.path.join(PROGS_PATH, file_name) + cmd = f'{exe_path}' if args: - cmd = f'{file_name} {args}' + cmd = f'{exe_path} {args}' #os.system(f"echo '::::: {cmd}'") os.system(f'{cmd}') - time.sleep(2) + time.sleep(1) def dat_to_ndarray(file_name:str, skip_lines:int=0): """Parses the file to extract an array of data and converts it to a numpy array.""" diff --git a/tests/functional_tests/cfml/test__StructureFactors.py b/tests/functional_tests/cfml/test__StructureFactors.py index 8f3a08e..351975e 100644 --- a/tests/functional_tests/cfml/test__StructureFactors.py +++ b/tests/functional_tests/cfml/test__StructureFactors.py @@ -7,7 +7,11 @@ import subprocess import platform import numpy as np -from numpy.testing import assert_allclose, assert_almost_equal +from io import StringIO +from pathlib import Path +from numpy.testing import assert_array_equal, assert_almost_equal, assert_allclose + +PROGS_PATH = Path(f'dist/CFML/progs').resolve() # Help functions @@ -32,13 +36,13 @@ def run_exe_with_args(file_name:str, args:str=''): """Runs the executable with optional arguments.""" if platform.system() == 'Windows': file_name = f'{file_name}.exe' - file_name = os.path.abspath(file_name) - cmd = f'{file_name}' + exe_path = os.path.join(PROGS_PATH, file_name) + cmd = f'{exe_path}' if args: - cmd = f'{file_name} {args}' + cmd = f'{exe_path} {args}' #os.system(f"echo '::::: {cmd}'") os.system(f'{cmd}') - time.sleep(2) + time.sleep(1) def dat_to_ndarray(file_name:str, skip_lines:int=0): """Parses the file to extract an array of data and converts it to a numpy array.""" diff --git a/tests/functional_tests/cfml/test__hkl_gen.py b/tests/functional_tests/cfml/test__hkl_gen.py index 4c0fa8f..d8f98e2 100644 --- a/tests/functional_tests/cfml/test__hkl_gen.py +++ b/tests/functional_tests/cfml/test__hkl_gen.py @@ -6,9 +6,12 @@ import tomllib import subprocess import platform -from io import StringIO import numpy as np -from numpy.testing import assert_allclose, assert_almost_equal +from io import StringIO +from pathlib import Path +from numpy.testing import assert_array_equal, assert_almost_equal, assert_allclose + +PROGS_PATH = Path(f'dist/CFML/progs').resolve() # Help functions @@ -33,13 +36,13 @@ def run_exe_with_args(file_name:str, args:str=''): """Runs the executable with optional arguments.""" if platform.system() == 'Windows': file_name = f'{file_name}.exe' - file_name = os.path.abspath(file_name) - cmd = f'{file_name}' + exe_path = os.path.join(PROGS_PATH, file_name) + cmd = f'{exe_path}' if args: - cmd = f'{file_name} {args}' + cmd = f'{exe_path} {args}' #os.system(f"echo '::::: {cmd}'") os.system(f'{cmd}') - time.sleep(2) + time.sleep(1) def dat_to_ndarray(file_name:str, skip_begin:int=3, skip_end:int=4): """Parses the file to extract an array of data and converts it to a numpy array.""" From 7b45cffc843fea4cbae28ce41cf21684945a5503 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 16 Jul 2024 11:35:03 +0200 Subject: [PATCH 39/99] Fix CFML functional tests --- .github/workflows/main.yml | 1 + scripts.py | 33 ++++++++++-- tests/functional_tests/cfml/test__Bond_Str.py | 35 +++++-------- .../functional_tests/cfml/test__Molecules.py | 34 ++++++------- .../cfml/test__PowderPattern.py | 34 ++++++------- .../cfml/test__StructureFactors.py | 51 +++++++++---------- tests/functional_tests/cfml/test__hkl_gen.py | 39 ++++++++------ 7 files changed, 122 insertions(+), 105 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 51f2d64..b3d9230 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -109,6 +109,7 @@ jobs: shell: bash run: | scripts/build_cfml_test_programs.sh + scripts/copy_cfml_test_programs_to_tests_dir.sh scripts/run_cfml_functional_tests_no_benchmarks.sh # # scripts/run_cfml_functional_tests_with_benchmarks.sh diff --git a/scripts.py b/scripts.py index de1a029..e6efc33 100644 --- a/scripts.py +++ b/scripts.py @@ -680,14 +680,38 @@ def build_cfml_test_programs(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) +def copy_cfml_test_programs_to_tests_dir(): + progs_relpath = CONFIG['cfml']['dir']['dist-progs'] + progs_abspath = os.path.join(_project_path(), progs_relpath) + from_path = os.path.join(progs_abspath, '*') + tests_relpath = os.path.join('tests', 'functional_tests', 'CFML') + tests_abspath = os.path.join(_project_path(), tests_relpath) + to_path = tests_abspath + lines = [] + msg = _echo_msg(f"Copying all files from '{progs_relpath}' to '{tests_relpath}'") + lines.append(msg) + cmd = f'cp {from_path} {to_path}' + lines.append(cmd) + script_name = f'{sys._getframe().f_code.co_name}.sh' + _write_lines_to_file(lines, script_name) + append_to_main_script(lines) + def run_cfml_functional_tests_no_benchmarks(): - relpath = os.path.join('tests', 'functional_tests', 'CFML') - abspath = os.path.join(_project_path(), relpath) + tests_relpath = os.path.join('tests', 'functional_tests', 'CFML') + tests_abspath = os.path.join(_project_path(), tests_relpath) lines = [] - msg = _echo_msg(f"Running functional tests from '{relpath}'") + msg = _echo_msg(f"Entering tests dir '{tests_relpath}'") + lines.append(msg) + cmd = f'cd {tests_relpath}' + lines.append(cmd) + msg = _echo_msg(f"Running functional tests from '{tests_relpath}'") lines.append(msg) cmd = CONFIG['template']['run-tests'] - cmd = cmd.replace('{PATH}', abspath) + cmd = cmd.replace('{PATH}', tests_abspath) + lines.append(cmd) + msg = _echo_msg(f"Exiting tests dir '{tests_relpath}'") + lines.append(msg) + cmd = f'cd {_project_path()}' lines.append(cmd) script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) @@ -1251,6 +1275,7 @@ def run_powder_mod_main(): append_header_to_main_script(f"Creating and running {cfml_project_name} test programs") build_cfml_test_programs() + copy_cfml_test_programs_to_tests_dir() run_cfml_functional_tests_no_benchmarks() #run_cfml_functional_tests_with_benchmarks() diff --git a/tests/functional_tests/cfml/test__Bond_Str.py b/tests/functional_tests/cfml/test__Bond_Str.py index 8d17929..761720c 100644 --- a/tests/functional_tests/cfml/test__Bond_Str.py +++ b/tests/functional_tests/cfml/test__Bond_Str.py @@ -11,10 +11,10 @@ from pathlib import Path from numpy.testing import assert_array_equal, assert_almost_equal, assert_allclose -PROGS_PATH = Path(f'dist/CFML/progs').resolve() - +################ # Help functions +################ def set_crysfml_db_path(): """Sets the env variable 'CRYSFML_DB' as the path to the 'Databases' directory containing the file 'magnetic_data.txt'.""" @@ -23,10 +23,11 @@ def set_crysfml_db_path(): config_path = os.path.join(project_dir, 'scripts.toml') with open(config_path, 'rb') as f: CONFIG = tomllib.load(f) - repo_dir = CONFIG['cfml']['dir']['repo'] - src_dir = CONFIG['cfml']['dir']['repo-src'] - db_path = os.path.join(project_dir, repo_dir, src_dir, 'Databases') - os.environ['CRYSFML_DB'] = db_path + db_relpath = CONFIG['cfml']['dir']['repo-database'] + db_abspath = os.path.join(project_dir, db_relpath) + db_dir_relpath = os.path.dirname(db_abspath) + db_dir_abspath = os.path.abspath(db_dir_relpath) + os.environ['CRYSFML_DB'] = db_dir_abspath def change_cwd_to_tests(): """Changes the current directory to the directory of this script file.""" @@ -36,13 +37,9 @@ def run_exe_with_args(file_name:str, args:str=''): """Runs the executable with optional arguments.""" if platform.system() == 'Windows': file_name = f'{file_name}.exe' - exe_path = os.path.join(PROGS_PATH, file_name) - cmd = f'{exe_path}' - if args: - cmd = f'{exe_path} {args}' - #os.system(f"echo '::::: {cmd}'") - os.system(f'{cmd}') - time.sleep(1) + exe_path = os.path.join(os.getcwd(), file_name) + cmd = f'{exe_path} {args}' + os.system(cmd) def dat_to_ndarray(file_name:str, skip_begin:int=3, skip_end:int=4): """Parses the file to extract an array of data and converts it to a numpy array.""" @@ -55,12 +52,9 @@ def dat_to_ndarray(file_name:str, skip_begin:int=3, skip_end:int=4): data = np.genfromtxt(StringIO(joined), usecols=(1, 2, 3, 4, 5, 6, 7)) # converts string to ndarray return data -# Set up paths - -change_cwd_to_tests() -set_crysfml_db_path() - +####### # Tests +####### def test__Bond_StrN__LiFePO4n(): run_exe_with_args('Bond_StrN', args='LiFePO4n.cfl') @@ -68,10 +62,9 @@ def test__Bond_StrN__LiFePO4n(): actual = dat_to_ndarray('LiFePO4n_sum.bvs') assert_allclose(desired, actual, rtol=1e-02, verbose=True) - +####### # Debug +####### if __name__ == '__main__': - #os.system(f"echo '::::: ls -l'") - #os.system(f'ls -l') test__Bond_StrN__LiFePO4n() diff --git a/tests/functional_tests/cfml/test__Molecules.py b/tests/functional_tests/cfml/test__Molecules.py index 8305dc0..535d49a 100644 --- a/tests/functional_tests/cfml/test__Molecules.py +++ b/tests/functional_tests/cfml/test__Molecules.py @@ -11,10 +11,10 @@ from pathlib import Path from numpy.testing import assert_array_equal, assert_almost_equal, assert_allclose -PROGS_PATH = Path(f'dist/CFML/progs').resolve() - +################ # Help functions +################ def set_crysfml_db_path(): """Sets the env variable 'CRYSFML_DB' as the path to the 'Databases' directory containing the file 'magnetic_data.txt'.""" @@ -23,10 +23,11 @@ def set_crysfml_db_path(): config_path = os.path.join(project_dir, 'scripts.toml') with open(config_path, 'rb') as f: CONFIG = tomllib.load(f) - repo_dir = CONFIG['cfml']['dir']['repo'] - src_dir = CONFIG['cfml']['dir']['repo-src'] - db_path = os.path.join(project_dir, repo_dir, src_dir, 'Databases') - os.environ['CRYSFML_DB'] = db_path + db_relpath = CONFIG['cfml']['dir']['repo-database'] + db_abspath = os.path.join(project_dir, db_relpath) + db_dir_relpath = os.path.dirname(db_abspath) + db_dir_abspath = os.path.abspath(db_dir_relpath) + os.environ['CRYSFML_DB'] = db_dir_abspath def change_cwd_to_tests(): """Changes the current directory to the directory of this script file.""" @@ -36,13 +37,9 @@ def run_exe_with_args(file_name:str, args:str=''): """Runs the executable with optional arguments.""" if platform.system() == 'Windows': file_name = f'{file_name}.exe' - exe_path = os.path.join(PROGS_PATH, file_name) - cmd = f'{exe_path}' - if args: - cmd = f'{exe_path} {args}' - #os.system(f"echo '::::: {cmd}'") - os.system(f'{cmd}') - time.sleep(1) + exe_path = os.path.join(os.getcwd(), file_name) + cmd = f'{exe_path} {args}' + os.system(cmd) def dat_to_ndarray(file_name:str, skip_begin:int=3, skip_end:int=4): """Parses the file to extract an array of data and converts it to a numpy array.""" @@ -54,12 +51,9 @@ def dat_to_ndarray(file_name:str, skip_begin:int=3, skip_end:int=4): data = np.genfromtxt(StringIO(joined), usecols=(4, 5, 6, 7)) # converts string to ndarray return data -# Set up paths - -change_cwd_to_tests() -set_crysfml_db_path() - +####### # Tests +####### def test__mol_tpcr__molecule_PPH3_Z(): run_exe_with_args('mol_tpcr', args='molecule_PPH3_Z.cfl') @@ -67,7 +61,9 @@ def test__mol_tpcr__molecule_PPH3_Z(): actual = dat_to_ndarray('molecule_PPH3_Z_fc.cfl', skip_begin=7, skip_end=1) assert_allclose(desired, actual, rtol=1e-03, verbose=True) +####### # Debug +####### if __name__ == '__main__': - pass + test__mol_tpcr__molecule_PPH3_Z() diff --git a/tests/functional_tests/cfml/test__PowderPattern.py b/tests/functional_tests/cfml/test__PowderPattern.py index b92a110..03c7fbe 100644 --- a/tests/functional_tests/cfml/test__PowderPattern.py +++ b/tests/functional_tests/cfml/test__PowderPattern.py @@ -11,10 +11,10 @@ from pathlib import Path from numpy.testing import assert_array_equal, assert_almost_equal, assert_allclose -PROGS_PATH = Path(f'dist/CFML/progs').resolve() - +################ # Help functions +################ def set_crysfml_db_path(): """Sets the env variable 'CRYSFML_DB' as the path to the 'Databases' directory containing the file 'magnetic_data.txt'.""" @@ -23,10 +23,11 @@ def set_crysfml_db_path(): config_path = os.path.join(project_dir, 'scripts.toml') with open(config_path, 'rb') as f: CONFIG = tomllib.load(f) - repo_dir = CONFIG['cfml']['dir']['repo'] - src_dir = CONFIG['cfml']['dir']['repo-src'] - db_path = os.path.join(project_dir, repo_dir, src_dir, 'Databases') - os.environ['CRYSFML_DB'] = db_path + db_relpath = CONFIG['cfml']['dir']['repo-database'] + db_abspath = os.path.join(project_dir, db_relpath) + db_dir_relpath = os.path.dirname(db_abspath) + db_dir_abspath = os.path.abspath(db_dir_relpath) + os.environ['CRYSFML_DB'] = db_dir_abspath def change_cwd_to_tests(): """Changes the current directory to the directory of this script file.""" @@ -36,13 +37,9 @@ def run_exe_with_args(file_name:str, args:str=''): """Runs the executable with optional arguments.""" if platform.system() == 'Windows': file_name = f'{file_name}.exe' - exe_path = os.path.join(PROGS_PATH, file_name) - cmd = f'{exe_path}' - if args: - cmd = f'{exe_path} {args}' - #os.system(f"echo '::::: {cmd}'") - os.system(f'{cmd}') - time.sleep(1) + exe_path = os.path.join(os.getcwd(), file_name) + cmd = f'{exe_path} {args}' + os.system(cmd) def dat_to_ndarray(file_name:str, skip_lines:int=0): """Parses the file to extract an array of data and converts it to a numpy array.""" @@ -55,14 +52,12 @@ def dat_to_ndarray(file_name:str, skip_lines:int=0): array = np.array(splitted, dtype=np.float32) # converts list of string numbers into numpy array of floats return array -# Set up paths - -change_cwd_to_tests() -set_crysfml_db_path() - +####### # Tests +####### def test__Simple_calc_powder__SrTiO3s(benchmark): + set_crysfml_db_path() @benchmark def bench(): run_exe_with_args('Simple_calc_powder', args='SrTiO3s.cfl') @@ -71,6 +66,7 @@ def bench(): assert_allclose(desired, actual, rtol=1e-03, verbose=True) def test__Simple_calc_powder__ponsin(benchmark): + set_crysfml_db_path() @benchmark def bench(): run_exe_with_args('Simple_calc_powder', args='ponsin.cfl') @@ -78,7 +74,9 @@ def bench(): actual = dat_to_ndarray('if_ponsin.dat', skip_lines=2) assert_allclose(desired, actual, rtol=1e-03, verbose=True) +####### # Debug +####### if __name__ == '__main__': test__Simple_calc_powder__SrTiO3s() diff --git a/tests/functional_tests/cfml/test__StructureFactors.py b/tests/functional_tests/cfml/test__StructureFactors.py index 351975e..35fbe1c 100644 --- a/tests/functional_tests/cfml/test__StructureFactors.py +++ b/tests/functional_tests/cfml/test__StructureFactors.py @@ -11,10 +11,10 @@ from pathlib import Path from numpy.testing import assert_array_equal, assert_almost_equal, assert_allclose -PROGS_PATH = Path(f'dist/CFML/progs').resolve() - +################ # Help functions +################ def set_crysfml_db_path(): """Sets the env variable 'CRYSFML_DB' as the path to the 'Databases' directory containing the file 'magnetic_data.txt'.""" @@ -23,10 +23,11 @@ def set_crysfml_db_path(): config_path = os.path.join(project_dir, 'scripts.toml') with open(config_path, 'rb') as f: CONFIG = tomllib.load(f) - repo_dir = CONFIG['cfml']['dir']['repo'] - src_dir = CONFIG['cfml']['dir']['repo-src'] - db_path = os.path.join(project_dir, repo_dir, src_dir, 'Databases') - os.environ['CRYSFML_DB'] = db_path + db_relpath = CONFIG['cfml']['dir']['repo-database'] + db_abspath = os.path.join(project_dir, db_relpath) + db_dir_relpath = os.path.dirname(db_abspath) + db_dir_abspath = os.path.abspath(db_dir_relpath) + os.environ['CRYSFML_DB'] = db_dir_abspath def change_cwd_to_tests(): """Changes the current directory to the directory of this script file.""" @@ -36,13 +37,9 @@ def run_exe_with_args(file_name:str, args:str=''): """Runs the executable with optional arguments.""" if platform.system() == 'Windows': file_name = f'{file_name}.exe' - exe_path = os.path.join(PROGS_PATH, file_name) - cmd = f'{exe_path}' - if args: - cmd = f'{exe_path} {args}' - #os.system(f"echo '::::: {cmd}'") - os.system(f'{cmd}') - time.sleep(1) + exe_path = os.path.join(os.getcwd(), file_name) + cmd = f'{exe_path} {args}' + os.system(cmd) def dat_to_ndarray(file_name:str, skip_lines:int=0): """Parses the file to extract an array of data and converts it to a numpy array.""" @@ -55,27 +52,25 @@ def dat_to_ndarray(file_name:str, skip_lines:int=0): array = np.array(splitted, dtype=np.float32) # converts list of string numbers into numpy array of floats return array -# Set up paths - -change_cwd_to_tests() -set_crysfml_db_path() - +####### # Tests +####### -def _test__Calc_Sfac__mfe_sfac(): +def test__Calc_Sfac__mfe_sfac(): run_exe_with_args('Calc_Sfac', args='mfe_sfac.cfl 1.0') - #desired = dat_to_ndarray('SrTiO3s_desired.dat', skip_lines=2) - #actual = dat_to_ndarray('SrTiO3s.dat', skip_lines=2) - #assert_allclose(desired, actual, rtol=1e-03, verbose=True) + desired = dat_to_ndarray('SrTiO3s_desired.dat', skip_lines=2) + actual = dat_to_ndarray('SrTiO3s.dat', skip_lines=2) + assert_allclose(desired, actual, rtol=1e-03, verbose=True) -def _test__Calc_Sfac__mfe_msfac(): +def test__Calc_Sfac__mfe_msfac(): run_exe_with_args('Calc_Sfac', args='mfe_msfac.cfl 1.0') - #desired = dat_to_ndarray('SrTiO3s_desired.dat', skip_lines=2) - #actual = dat_to_ndarray('SrTiO3s.dat', skip_lines=2) - #assert_allclose(desired, actual, rtol=1e-03, verbose=True) + desired = dat_to_ndarray('SrTiO3s_desired.dat', skip_lines=2) + actual = dat_to_ndarray('SrTiO3s.dat', skip_lines=2) + assert_allclose(desired, actual, rtol=1e-03, verbose=True) +####### # Debug +####### if __name__ == '__main__': - _test__Calc_Sfac__mfe_sfac() - #test__Calc_Sfac__mfe_msfac() + test__Calc_Sfac__mfe_sfac() diff --git a/tests/functional_tests/cfml/test__hkl_gen.py b/tests/functional_tests/cfml/test__hkl_gen.py index d8f98e2..95e4cc3 100644 --- a/tests/functional_tests/cfml/test__hkl_gen.py +++ b/tests/functional_tests/cfml/test__hkl_gen.py @@ -11,10 +11,24 @@ from pathlib import Path from numpy.testing import assert_array_equal, assert_almost_equal, assert_allclose -PROGS_PATH = Path(f'dist/CFML/progs').resolve() - +################ # Help functions +################ + +def set_crysfml_db_path(): + """Sets the env variable 'CRYSFML_DB' as the path to the 'Databases' directory containing the file 'magnetic_data.txt'.""" + default = os.path.join(os.getcwd(), '..', '..', '..') + project_dir = os.getenv('GITHUB_WORKSPACE', default=default) # locally do: export GITHUB_WORKSPACE=`pwd` + config_path = os.path.join(project_dir, 'scripts.toml') + with open(config_path, 'rb') as f: + CONFIG = tomllib.load(f) + db_relpath = CONFIG['cfml']['dir']['repo-database'] + db_abspath = os.path.join(project_dir, db_relpath) + db_dir_relpath = os.path.dirname(db_abspath) + db_dir_abspath = os.path.abspath(db_dir_relpath) + os.environ['CRYSFML_DB'] = db_dir_abspath + def set_crysfml_db_path(): """Sets the env variable 'CRYSFML_DB' as the path to the 'Databases' directory containing the file 'magnetic_data.txt'.""" @@ -36,13 +50,9 @@ def run_exe_with_args(file_name:str, args:str=''): """Runs the executable with optional arguments.""" if platform.system() == 'Windows': file_name = f'{file_name}.exe' - exe_path = os.path.join(PROGS_PATH, file_name) - cmd = f'{exe_path}' - if args: - cmd = f'{exe_path} {args}' - #os.system(f"echo '::::: {cmd}'") - os.system(f'{cmd}') - time.sleep(1) + exe_path = os.path.join(os.getcwd(), file_name) + cmd = f'{exe_path} {args}' + os.system(cmd) def dat_to_ndarray(file_name:str, skip_begin:int=3, skip_end:int=4): """Parses the file to extract an array of data and converts it to a numpy array.""" @@ -54,12 +64,9 @@ def dat_to_ndarray(file_name:str, skip_begin:int=3, skip_end:int=4): data = np.genfromtxt(StringIO(joined), usecols=(0, 1, 2, 3, 4, 5, 6, 8)) # converts string to ndarray return data -# Set up paths - -change_cwd_to_tests() -set_crysfml_db_path() - +####### # Tests +####### def test__hkl_gen__test_d19(): run_exe_with_args('hkl_gen', args='test_d19.cfl') @@ -67,7 +74,9 @@ def test__hkl_gen__test_d19(): actual = dat_to_ndarray('test_d19.hkl', skip_begin=1, skip_end=1) assert_allclose(desired, actual, rtol=1e-03, verbose=True) +####### # Debug +####### if __name__ == '__main__': - test__mol_tpcr__molecule_PPH3_Z() + test__hkl_gen__test_d19() From a3b42db9f60e2d574ee17f9c255d112fc3120df4 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 16 Jul 2024 12:35:20 +0200 Subject: [PATCH 40/99] debug --- .github/workflows/main.yml | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index b3d9230..a9e3da1 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -80,6 +80,22 @@ jobs: scripts/create_pycfml_build_dir.sh scripts/create_pycfml_dist_dir.sh + - name: Debug 1 + shell: bash + run: pwd + + - name: Debug 2 + shell: bash + run: ls -l + + - name: Debug 3 + shell: bash + run: ls -l tests + + - name: Debug 4 + shell: bash + run: ls -l tests/functional_tests + - name: Download CFML repository shell: bash run: scripts/download_cfml_repo.sh From 2fb0423f0cc27631b7a3222a006a10ffac3d39f3 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 16 Jul 2024 12:39:54 +0200 Subject: [PATCH 41/99] Capitalize test dirs --- tests/functional_tests/{cfml => CFML}/D19_instrm.geom | 0 tests/functional_tests/{cfml => CFML}/LiFePO4n.cfl | 0 tests/functional_tests/{cfml => CFML}/LiFePO4n_sum_desired.bvs | 0 tests/functional_tests/{cfml => CFML}/SrTiO3s.cfl | 0 tests/functional_tests/{cfml => CFML}/SrTiO3s_desired.dat | 0 tests/functional_tests/{cfml => CFML}/if_ponsin_desired.dat | 0 tests/functional_tests/{cfml => CFML}/mfe_msfac.cfl | 0 tests/functional_tests/{cfml => CFML}/mfe_sfac.cfl | 0 tests/functional_tests/{cfml => CFML}/molecule_PPH3_Z.cfl | 0 .../{cfml => CFML}/molecule_PPH3_Z_fc_desired.cfl | 0 tests/functional_tests/{cfml => CFML}/ponsin.cfl | 0 tests/functional_tests/{cfml => CFML}/test__Bond_Str.py | 0 tests/functional_tests/{cfml => CFML}/test__Molecules.py | 0 tests/functional_tests/{cfml => CFML}/test__PowderPattern.py | 0 tests/functional_tests/{cfml => CFML}/test__StructureFactors.py | 0 tests/functional_tests/{cfml => CFML}/test__hkl_gen.py | 0 tests/functional_tests/{cfml => CFML}/test_d19.cfl | 0 tests/functional_tests/{cfml => CFML}/test_d19_desired.hkl | 0 .../{pycfml => pyCFML}/srtio3-pm3m-pattern_Nebil-ifort.xy | 0 .../{pycfml => pyCFML}/srtio3-pmmm-pattern_Andrew-ifort.xy | 0 tests/functional_tests/{pycfml => pyCFML}/test__powder_mod.py | 0 tests/functional_tests/{pycfml => pyCFML}/test__powder_mod_2.py | 0 22 files changed, 0 insertions(+), 0 deletions(-) rename tests/functional_tests/{cfml => CFML}/D19_instrm.geom (100%) rename tests/functional_tests/{cfml => CFML}/LiFePO4n.cfl (100%) rename tests/functional_tests/{cfml => CFML}/LiFePO4n_sum_desired.bvs (100%) rename tests/functional_tests/{cfml => CFML}/SrTiO3s.cfl (100%) rename tests/functional_tests/{cfml => CFML}/SrTiO3s_desired.dat (100%) rename tests/functional_tests/{cfml => CFML}/if_ponsin_desired.dat (100%) rename tests/functional_tests/{cfml => CFML}/mfe_msfac.cfl (100%) rename tests/functional_tests/{cfml => CFML}/mfe_sfac.cfl (100%) rename tests/functional_tests/{cfml => CFML}/molecule_PPH3_Z.cfl (100%) rename tests/functional_tests/{cfml => CFML}/molecule_PPH3_Z_fc_desired.cfl (100%) rename tests/functional_tests/{cfml => CFML}/ponsin.cfl (100%) rename tests/functional_tests/{cfml => CFML}/test__Bond_Str.py (100%) rename tests/functional_tests/{cfml => CFML}/test__Molecules.py (100%) rename tests/functional_tests/{cfml => CFML}/test__PowderPattern.py (100%) rename tests/functional_tests/{cfml => CFML}/test__StructureFactors.py (100%) rename tests/functional_tests/{cfml => CFML}/test__hkl_gen.py (100%) rename tests/functional_tests/{cfml => CFML}/test_d19.cfl (100%) rename tests/functional_tests/{cfml => CFML}/test_d19_desired.hkl (100%) rename tests/functional_tests/{pycfml => pyCFML}/srtio3-pm3m-pattern_Nebil-ifort.xy (100%) rename tests/functional_tests/{pycfml => pyCFML}/srtio3-pmmm-pattern_Andrew-ifort.xy (100%) rename tests/functional_tests/{pycfml => pyCFML}/test__powder_mod.py (100%) rename tests/functional_tests/{pycfml => pyCFML}/test__powder_mod_2.py (100%) diff --git a/tests/functional_tests/cfml/D19_instrm.geom b/tests/functional_tests/CFML/D19_instrm.geom similarity index 100% rename from tests/functional_tests/cfml/D19_instrm.geom rename to tests/functional_tests/CFML/D19_instrm.geom diff --git a/tests/functional_tests/cfml/LiFePO4n.cfl b/tests/functional_tests/CFML/LiFePO4n.cfl similarity index 100% rename from tests/functional_tests/cfml/LiFePO4n.cfl rename to tests/functional_tests/CFML/LiFePO4n.cfl diff --git a/tests/functional_tests/cfml/LiFePO4n_sum_desired.bvs b/tests/functional_tests/CFML/LiFePO4n_sum_desired.bvs similarity index 100% rename from tests/functional_tests/cfml/LiFePO4n_sum_desired.bvs rename to tests/functional_tests/CFML/LiFePO4n_sum_desired.bvs diff --git a/tests/functional_tests/cfml/SrTiO3s.cfl b/tests/functional_tests/CFML/SrTiO3s.cfl similarity index 100% rename from tests/functional_tests/cfml/SrTiO3s.cfl rename to tests/functional_tests/CFML/SrTiO3s.cfl diff --git a/tests/functional_tests/cfml/SrTiO3s_desired.dat b/tests/functional_tests/CFML/SrTiO3s_desired.dat similarity index 100% rename from tests/functional_tests/cfml/SrTiO3s_desired.dat rename to tests/functional_tests/CFML/SrTiO3s_desired.dat diff --git a/tests/functional_tests/cfml/if_ponsin_desired.dat b/tests/functional_tests/CFML/if_ponsin_desired.dat similarity index 100% rename from tests/functional_tests/cfml/if_ponsin_desired.dat rename to tests/functional_tests/CFML/if_ponsin_desired.dat diff --git a/tests/functional_tests/cfml/mfe_msfac.cfl b/tests/functional_tests/CFML/mfe_msfac.cfl similarity index 100% rename from tests/functional_tests/cfml/mfe_msfac.cfl rename to tests/functional_tests/CFML/mfe_msfac.cfl diff --git a/tests/functional_tests/cfml/mfe_sfac.cfl b/tests/functional_tests/CFML/mfe_sfac.cfl similarity index 100% rename from tests/functional_tests/cfml/mfe_sfac.cfl rename to tests/functional_tests/CFML/mfe_sfac.cfl diff --git a/tests/functional_tests/cfml/molecule_PPH3_Z.cfl b/tests/functional_tests/CFML/molecule_PPH3_Z.cfl similarity index 100% rename from tests/functional_tests/cfml/molecule_PPH3_Z.cfl rename to tests/functional_tests/CFML/molecule_PPH3_Z.cfl diff --git a/tests/functional_tests/cfml/molecule_PPH3_Z_fc_desired.cfl b/tests/functional_tests/CFML/molecule_PPH3_Z_fc_desired.cfl similarity index 100% rename from tests/functional_tests/cfml/molecule_PPH3_Z_fc_desired.cfl rename to tests/functional_tests/CFML/molecule_PPH3_Z_fc_desired.cfl diff --git a/tests/functional_tests/cfml/ponsin.cfl b/tests/functional_tests/CFML/ponsin.cfl similarity index 100% rename from tests/functional_tests/cfml/ponsin.cfl rename to tests/functional_tests/CFML/ponsin.cfl diff --git a/tests/functional_tests/cfml/test__Bond_Str.py b/tests/functional_tests/CFML/test__Bond_Str.py similarity index 100% rename from tests/functional_tests/cfml/test__Bond_Str.py rename to tests/functional_tests/CFML/test__Bond_Str.py diff --git a/tests/functional_tests/cfml/test__Molecules.py b/tests/functional_tests/CFML/test__Molecules.py similarity index 100% rename from tests/functional_tests/cfml/test__Molecules.py rename to tests/functional_tests/CFML/test__Molecules.py diff --git a/tests/functional_tests/cfml/test__PowderPattern.py b/tests/functional_tests/CFML/test__PowderPattern.py similarity index 100% rename from tests/functional_tests/cfml/test__PowderPattern.py rename to tests/functional_tests/CFML/test__PowderPattern.py diff --git a/tests/functional_tests/cfml/test__StructureFactors.py b/tests/functional_tests/CFML/test__StructureFactors.py similarity index 100% rename from tests/functional_tests/cfml/test__StructureFactors.py rename to tests/functional_tests/CFML/test__StructureFactors.py diff --git a/tests/functional_tests/cfml/test__hkl_gen.py b/tests/functional_tests/CFML/test__hkl_gen.py similarity index 100% rename from tests/functional_tests/cfml/test__hkl_gen.py rename to tests/functional_tests/CFML/test__hkl_gen.py diff --git a/tests/functional_tests/cfml/test_d19.cfl b/tests/functional_tests/CFML/test_d19.cfl similarity index 100% rename from tests/functional_tests/cfml/test_d19.cfl rename to tests/functional_tests/CFML/test_d19.cfl diff --git a/tests/functional_tests/cfml/test_d19_desired.hkl b/tests/functional_tests/CFML/test_d19_desired.hkl similarity index 100% rename from tests/functional_tests/cfml/test_d19_desired.hkl rename to tests/functional_tests/CFML/test_d19_desired.hkl diff --git a/tests/functional_tests/pycfml/srtio3-pm3m-pattern_Nebil-ifort.xy b/tests/functional_tests/pyCFML/srtio3-pm3m-pattern_Nebil-ifort.xy similarity index 100% rename from tests/functional_tests/pycfml/srtio3-pm3m-pattern_Nebil-ifort.xy rename to tests/functional_tests/pyCFML/srtio3-pm3m-pattern_Nebil-ifort.xy diff --git a/tests/functional_tests/pycfml/srtio3-pmmm-pattern_Andrew-ifort.xy b/tests/functional_tests/pyCFML/srtio3-pmmm-pattern_Andrew-ifort.xy similarity index 100% rename from tests/functional_tests/pycfml/srtio3-pmmm-pattern_Andrew-ifort.xy rename to tests/functional_tests/pyCFML/srtio3-pmmm-pattern_Andrew-ifort.xy diff --git a/tests/functional_tests/pycfml/test__powder_mod.py b/tests/functional_tests/pyCFML/test__powder_mod.py similarity index 100% rename from tests/functional_tests/pycfml/test__powder_mod.py rename to tests/functional_tests/pyCFML/test__powder_mod.py diff --git a/tests/functional_tests/pycfml/test__powder_mod_2.py b/tests/functional_tests/pyCFML/test__powder_mod_2.py similarity index 100% rename from tests/functional_tests/pycfml/test__powder_mod_2.py rename to tests/functional_tests/pyCFML/test__powder_mod_2.py From cb91d578d08fa9551de7fbb95ee3ef4d882ec35b Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 16 Jul 2024 12:45:33 +0200 Subject: [PATCH 42/99] Clean up --- .github/workflows/main.yml | 16 ---------------- .../CFML/{test_d19.cfl => d19.cfl} | 0 .../{test_d19_desired.hkl => d19_desired.hkl} | 0 tests/functional_tests/CFML/test__hkl_gen.py | 11 +++++------ 4 files changed, 5 insertions(+), 22 deletions(-) rename tests/functional_tests/CFML/{test_d19.cfl => d19.cfl} (100%) rename tests/functional_tests/CFML/{test_d19_desired.hkl => d19_desired.hkl} (100%) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index a9e3da1..b3d9230 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -80,22 +80,6 @@ jobs: scripts/create_pycfml_build_dir.sh scripts/create_pycfml_dist_dir.sh - - name: Debug 1 - shell: bash - run: pwd - - - name: Debug 2 - shell: bash - run: ls -l - - - name: Debug 3 - shell: bash - run: ls -l tests - - - name: Debug 4 - shell: bash - run: ls -l tests/functional_tests - - name: Download CFML repository shell: bash run: scripts/download_cfml_repo.sh diff --git a/tests/functional_tests/CFML/test_d19.cfl b/tests/functional_tests/CFML/d19.cfl similarity index 100% rename from tests/functional_tests/CFML/test_d19.cfl rename to tests/functional_tests/CFML/d19.cfl diff --git a/tests/functional_tests/CFML/test_d19_desired.hkl b/tests/functional_tests/CFML/d19_desired.hkl similarity index 100% rename from tests/functional_tests/CFML/test_d19_desired.hkl rename to tests/functional_tests/CFML/d19_desired.hkl diff --git a/tests/functional_tests/CFML/test__hkl_gen.py b/tests/functional_tests/CFML/test__hkl_gen.py index 95e4cc3..2d5918f 100644 --- a/tests/functional_tests/CFML/test__hkl_gen.py +++ b/tests/functional_tests/CFML/test__hkl_gen.py @@ -29,7 +29,6 @@ def set_crysfml_db_path(): db_dir_abspath = os.path.abspath(db_dir_relpath) os.environ['CRYSFML_DB'] = db_dir_abspath - def set_crysfml_db_path(): """Sets the env variable 'CRYSFML_DB' as the path to the 'Databases' directory containing the file 'magnetic_data.txt'.""" default = os.path.join(os.getcwd(), '..', '..', '..') @@ -68,10 +67,10 @@ def dat_to_ndarray(file_name:str, skip_begin:int=3, skip_end:int=4): # Tests ####### -def test__hkl_gen__test_d19(): - run_exe_with_args('hkl_gen', args='test_d19.cfl') - desired = dat_to_ndarray('test_d19_desired.hkl', skip_begin=1, skip_end=1) - actual = dat_to_ndarray('test_d19.hkl', skip_begin=1, skip_end=1) +def test__hkl_gen__d19(): + run_exe_with_args('hkl_gen', args='d19.cfl') + desired = dat_to_ndarray('d19_desired.hkl', skip_begin=1, skip_end=1) + actual = dat_to_ndarray('d19.hkl', skip_begin=1, skip_end=1) assert_allclose(desired, actual, rtol=1e-03, verbose=True) ####### @@ -79,4 +78,4 @@ def test__hkl_gen__test_d19(): ####### if __name__ == '__main__': - test__hkl_gen__test_d19() + test__hkl_gen__d19() From dff71a94158315040f526cb59b45d73bc73a26f4 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 17 Jul 2024 12:21:49 +0200 Subject: [PATCH 43/99] Follow update in CrysFML2008 --- scripts.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts.py b/scripts.py index e6efc33..7fed82d 100644 --- a/scripts.py +++ b/scripts.py @@ -813,7 +813,7 @@ def create_pycfml_src(): lines.append(msg) cmd = CONFIG['template']['run-python'] cmd = cmd.replace('{PATH}', apigen_file) - cmd = cmd.replace('{OPTIONS}', f'--build {build_abspath}') + cmd = cmd.replace('{OPTIONS}', f'--verbose False --scripts False --build {build_abspath}') lines.append(cmd) msg = _echo_msg(f"Exiting build dir '{apigen_parent_relpath}'") lines.append(msg) From 2f2069c81185ce946c116e097fd02a1f63000200 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 17 Jul 2024 12:32:08 +0200 Subject: [PATCH 44/99] Update PythonAPI folder name --- scripts.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts.toml b/scripts.toml index ec00128..579c64e 100644 --- a/scripts.toml +++ b/scripts.toml @@ -40,7 +40,7 @@ dynamic-lib-name = 'crysfml08lib' # NEED FIX: currently not in use in scripts.py [pycfml.dir] build-src = 'build/pyCFML/src' # content will be generated by apigen.py build-src-fortran = 'build/pyCFML/src/Fortran' -build-src-python = 'build/pyCFML/src/Python_API' +build-src-python = 'build/pyCFML/src/PythonAPI' build-obj = 'build/pyCFML/obj' dist = 'dist/pyCFML' # Python API to Fortran CrysFML2008 dist-include = 'dist/pyCFML/include' # for .mod/.smod files From e64c4e50bea8604e08add54f3481be28b0cf19f7 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 17 Jul 2024 21:43:53 +0200 Subject: [PATCH 45/99] Try uv to install python deps --- .github/workflows/main.yml | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index b3d9230..346f939 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -46,11 +46,13 @@ jobs: - name: Upgrade package installer for Python shell: bash - run: python3 -m pip install --upgrade pip + run: pip install --upgrade pip - name: Install Python dependences shell: bash - run: python3 -m pip install '.[ci,test]' # ci extras from pyproject.toml + run: | + pip install uv + uv pip install '.[ci,test]' # ci extras from pyproject.toml - name: Fix reinstalling gcc [macOS] # needed because of `brew reinstall gcc` if: runner.os == 'macOS' From 758cd405838d4992ef9053e8f6820ec6a17979b3 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 17 Jul 2024 21:48:14 +0200 Subject: [PATCH 46/99] Remove uv --- .github/workflows/main.yml | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 346f939..82c8bc7 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -50,9 +50,7 @@ jobs: - name: Install Python dependences shell: bash - run: | - pip install uv - uv pip install '.[ci,test]' # ci extras from pyproject.toml + run: pip install '.[ci,test]' # ci extras from pyproject.toml - name: Fix reinstalling gcc [macOS] # needed because of `brew reinstall gcc` if: runner.os == 'macOS' From e3e4ed967c8aea8e21752f07d7f3626028393b3e Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 17 Jul 2024 23:18:54 +0200 Subject: [PATCH 47/99] Colorize terminal output --- .github/workflows/main.yml | 7 ++++++- scripts.py | 16 ++++++++++------ 2 files changed, 16 insertions(+), 7 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 82c8bc7..0cdba66 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -68,11 +68,14 @@ jobs: - name: Print some build-specific variables shell: bash - run: scripts/print_build_variables.sh # bash -x scripts/print_build_variables.sh for printing commands + run: | + export TERM=xterm-color + scripts/print_build_variables.sh # bash -x scripts/print_build_variables.sh for printing commands - name: Create scripts, CFML and pyCFML directories shell: bash run: | + export TERM=xterm-color scripts/create_cfml_repo_dir.sh scripts/create_cfml_build_dir.sh scripts/create_cfml_dist_dir.sh @@ -87,6 +90,7 @@ jobs: - name: Build CFML modules shell: bash run: | + export TERM=xterm-color scripts/rename_global_deps_file.sh scripts/build_cfml_modules_obj.sh scripts/delete_renamed_global_deps_file.sh @@ -108,6 +112,7 @@ jobs: (runner.os != 'Windows' || matrix.toolchain.exe != 'ifx') shell: bash run: | + export TERM=xterm-color scripts/build_cfml_test_programs.sh scripts/copy_cfml_test_programs_to_tests_dir.sh scripts/run_cfml_functional_tests_no_benchmarks.sh diff --git a/scripts.py b/scripts.py index 7fed82d..ddf8985 100644 --- a/scripts.py +++ b/scripts.py @@ -11,6 +11,10 @@ global ARGS global CONFIG +BLUE = '\\033[0;34m' +BOLD_GREEN = '\\033[1;32m' +COLOR_OFF = '\\033[0m' + def _github_actions(): if 'GITHUB_ACTIONS' in os.environ: @@ -42,7 +46,7 @@ def _main_script_path(): return path def _echo_msg(msg: str): - return f'echo ":::::: {msg}"' + return f'echo "{BLUE}:::::: {msg}{COLOR_OFF}"' def _echo_progress_msg(current: int, total: int, msg: str): progress = _compiling_progress(current, total) @@ -50,13 +54,13 @@ def _echo_progress_msg(current: int, total: int, msg: str): return _echo_msg(msg) def _echo_header(msg: str): - msg = f':::::: {msg} ::::::' - sep = ':' * len(msg) + msg = f'{BOLD_GREEN}:::::: {msg} ::::::{COLOR_OFF}' + sep = ':' * (len(msg) - len(f'{BOLD_GREEN}') - len(f'{COLOR_OFF}')) lines = [] lines.append(f'echo ""') - lines.append(f'echo "{sep}"') - lines.append(f'echo "{msg}"') - lines.append(f'echo "{sep}"') + lines.append(f'echo "{BOLD_GREEN}{sep}{COLOR_OFF}"') + lines.append(f'echo "{BOLD_GREEN}{msg}{COLOR_OFF}"') + lines.append(f'echo "{BOLD_GREEN}{sep}{COLOR_OFF}"') return lines def _processor(): From 3c5a49338622b2f63415437d2163d5b57cd57879 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 17 Jul 2024 23:36:14 +0200 Subject: [PATCH 48/99] Update scripts.py --- scripts.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/scripts.py b/scripts.py index ddf8985..43afaac 100644 --- a/scripts.py +++ b/scripts.py @@ -46,7 +46,7 @@ def _main_script_path(): return path def _echo_msg(msg: str): - return f'echo "{BLUE}:::::: {msg}{COLOR_OFF}"' + return f'echo -e "{BLUE}:::::: {msg}{COLOR_OFF}"' def _echo_progress_msg(current: int, total: int, msg: str): progress = _compiling_progress(current, total) @@ -58,9 +58,9 @@ def _echo_header(msg: str): sep = ':' * (len(msg) - len(f'{BOLD_GREEN}') - len(f'{COLOR_OFF}')) lines = [] lines.append(f'echo ""') - lines.append(f'echo "{BOLD_GREEN}{sep}{COLOR_OFF}"') - lines.append(f'echo "{BOLD_GREEN}{msg}{COLOR_OFF}"') - lines.append(f'echo "{BOLD_GREEN}{sep}{COLOR_OFF}"') + lines.append(f'echo -e "{BOLD_GREEN}{sep}{COLOR_OFF}"') + lines.append(f'echo -e "{BOLD_GREEN}{msg}{COLOR_OFF}"') + lines.append(f'echo -e "{BOLD_GREEN}{sep}{COLOR_OFF}"') return lines def _processor(): @@ -122,6 +122,7 @@ def _write_lines_to_file(lines: list, name: str): for line in lines: if _bash_syntax(): line = line.replace('\\', '/') + line = line.replace('/033', '\\033') file.write(line + '\n') _fix_file_permissions(path) From 11b84f3de776f65afc33685a76b5a697dca40e8a Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 17 Jul 2024 23:54:47 +0200 Subject: [PATCH 49/99] fix colors --- .github/workflows/main.yml | 7 +------ scripts.py | 20 ++++++++++---------- 2 files changed, 11 insertions(+), 16 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 0cdba66..82c8bc7 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -68,14 +68,11 @@ jobs: - name: Print some build-specific variables shell: bash - run: | - export TERM=xterm-color - scripts/print_build_variables.sh # bash -x scripts/print_build_variables.sh for printing commands + run: scripts/print_build_variables.sh # bash -x scripts/print_build_variables.sh for printing commands - name: Create scripts, CFML and pyCFML directories shell: bash run: | - export TERM=xterm-color scripts/create_cfml_repo_dir.sh scripts/create_cfml_build_dir.sh scripts/create_cfml_dist_dir.sh @@ -90,7 +87,6 @@ jobs: - name: Build CFML modules shell: bash run: | - export TERM=xterm-color scripts/rename_global_deps_file.sh scripts/build_cfml_modules_obj.sh scripts/delete_renamed_global_deps_file.sh @@ -112,7 +108,6 @@ jobs: (runner.os != 'Windows' || matrix.toolchain.exe != 'ifx') shell: bash run: | - export TERM=xterm-color scripts/build_cfml_test_programs.sh scripts/copy_cfml_test_programs_to_tests_dir.sh scripts/run_cfml_functional_tests_no_benchmarks.sh diff --git a/scripts.py b/scripts.py index 43afaac..ab1d0cf 100644 --- a/scripts.py +++ b/scripts.py @@ -11,8 +11,8 @@ global ARGS global CONFIG -BLUE = '\\033[0;34m' -BOLD_GREEN = '\\033[1;32m' +MSG_COLOR = '\\033[0;32m' # green +HEAD_COLOR = '\\033[1;34m' # bold blue COLOR_OFF = '\\033[0m' @@ -46,7 +46,7 @@ def _main_script_path(): return path def _echo_msg(msg: str): - return f'echo -e "{BLUE}:::::: {msg}{COLOR_OFF}"' + return f'echo -e "{MSG_COLOR}:::::: {msg}{COLOR_OFF}"' def _echo_progress_msg(current: int, total: int, msg: str): progress = _compiling_progress(current, total) @@ -54,13 +54,13 @@ def _echo_progress_msg(current: int, total: int, msg: str): return _echo_msg(msg) def _echo_header(msg: str): - msg = f'{BOLD_GREEN}:::::: {msg} ::::::{COLOR_OFF}' - sep = ':' * (len(msg) - len(f'{BOLD_GREEN}') - len(f'{COLOR_OFF}')) + msg = f'{HEAD_COLOR}:::::: {msg} ::::::{COLOR_OFF}' + sep = ':' * (len(msg) - len(f'{HEAD_COLOR}') - len(f'{COLOR_OFF}')) lines = [] lines.append(f'echo ""') - lines.append(f'echo -e "{BOLD_GREEN}{sep}{COLOR_OFF}"') - lines.append(f'echo -e "{BOLD_GREEN}{msg}{COLOR_OFF}"') - lines.append(f'echo -e "{BOLD_GREEN}{sep}{COLOR_OFF}"') + lines.append(f'echo -e "{HEAD_COLOR}{sep}{COLOR_OFF}"') + lines.append(f'echo -e "{HEAD_COLOR}{msg}{COLOR_OFF}"') + lines.append(f'echo -e "{HEAD_COLOR}{sep}{COLOR_OFF}"') return lines def _processor(): @@ -121,8 +121,8 @@ def _write_lines_to_file(lines: list, name: str): with open(path, 'w') as file: for line in lines: if _bash_syntax(): - line = line.replace('\\', '/') - line = line.replace('/033', '\\033') + line = line.replace('\\', '/') # change path separators + line = line.replace('/033', '\\033') # fix colors file.write(line + '\n') _fix_file_permissions(path) From 312b32aff814daf7894b9655cac5e10b87db792d Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 19 Jul 2024 11:59:54 +0200 Subject: [PATCH 50/99] Debug color --- scripts.py | 37 ++++++++++++++++++++++++++----------- 1 file changed, 26 insertions(+), 11 deletions(-) diff --git a/scripts.py b/scripts.py index ab1d0cf..38499ce 100644 --- a/scripts.py +++ b/scripts.py @@ -11,9 +11,9 @@ global ARGS global CONFIG -MSG_COLOR = '\\033[0;32m' # green -HEAD_COLOR = '\\033[1;34m' # bold blue -COLOR_OFF = '\\033[0m' +MSG_COLOR = r'\033[0;32m' #'\\033[0;32m' # green +HEAD_COLOR = '\\033[1;34m' # bold blue +COLOR_OFF = r'\033[0m' #'\\033[0m' def _github_actions(): @@ -45,8 +45,13 @@ def _main_script_path(): path = os.path.join(_scripts_path(), name) return path +def _echo_cmd(): + if _enable_backslash_escapes(): + return 'echo' #'echo -e' + return 'echo' + def _echo_msg(msg: str): - return f'echo -e "{MSG_COLOR}:::::: {msg}{COLOR_OFF}"' + return f'{_echo_cmd()} "{MSG_COLOR}:::::: {msg}{COLOR_OFF}"' def _echo_progress_msg(current: int, total: int, msg: str): progress = _compiling_progress(current, total) @@ -57,10 +62,10 @@ def _echo_header(msg: str): msg = f'{HEAD_COLOR}:::::: {msg} ::::::{COLOR_OFF}' sep = ':' * (len(msg) - len(f'{HEAD_COLOR}') - len(f'{COLOR_OFF}')) lines = [] - lines.append(f'echo ""') - lines.append(f'echo -e "{HEAD_COLOR}{sep}{COLOR_OFF}"') - lines.append(f'echo -e "{HEAD_COLOR}{msg}{COLOR_OFF}"') - lines.append(f'echo -e "{HEAD_COLOR}{sep}{COLOR_OFF}"') + lines.append(f'{_echo_cmd()} ""') + lines.append(f'{_echo_cmd()} "{HEAD_COLOR}{sep}{COLOR_OFF}"') + lines.append(f'{_echo_cmd()} "{HEAD_COLOR}{msg}{COLOR_OFF}"') + lines.append(f'{_echo_cmd()} "{HEAD_COLOR}{sep}{COLOR_OFF}"') return lines def _processor(): @@ -121,8 +126,9 @@ def _write_lines_to_file(lines: list, name: str): with open(path, 'w') as file: for line in lines: if _bash_syntax(): - line = line.replace('\\', '/') # change path separators - line = line.replace('/033', '\\033') # fix colors + pass + #line = line.replace('\\', '/') # change path separators + #line = line.replace('/033', r'\\033') # fix colors file.write(line + '\n') _fix_file_permissions(path) @@ -137,11 +143,17 @@ def _total_src_file_count(modules: str): return count def _bash_syntax(): - bash_syntax = False # default + bash_syntax = False # if '--bash-syntax' is undefined if ARGS.bash_syntax: bash_syntax = ARGS.bash_syntax return bash_syntax +def _enable_backslash_escapes(): + enable_backslash_escapes = False # if '--enable-backslash-escapes' is undefined + if ARGS.enable_backslash_escapes: + enable_backslash_escapes = ARGS.enable_backslash_escapes + return enable_backslash_escapes + def _print_pcfml_wheel_dir(): wheel_dir = CONFIG['pycfml']['dir']['dist-wheel'] print(wheel_dir) @@ -375,6 +387,9 @@ def parsed_args(): parser.add_argument("--bash-syntax", action='store_true', help="force bash shell syntax") + parser.add_argument("--enable-backslash-escapes", + action='store_true', + help="enable interpret backslash escapes (needed for GitHub CI)") parser.add_argument("--print-wheel-dir", action='store_true', help="print pycfml wheel directory name") From 52c2330784d4b546c7e6fd6f92409ddab1b2c997 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 19 Jul 2024 12:06:31 +0200 Subject: [PATCH 51/99] Add flag to enable backslash escapes --- .github/workflows/main.yml | 1 + scripts.py | 14 +++++++------- 2 files changed, 8 insertions(+), 7 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 82c8bc7..294d4ff 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -65,6 +65,7 @@ jobs: --compiler ${{ matrix.toolchain.exe }} --mode debug --bash-syntax + --enable-backslash-escapes - name: Print some build-specific variables shell: bash diff --git a/scripts.py b/scripts.py index 38499ce..b14abb0 100644 --- a/scripts.py +++ b/scripts.py @@ -11,9 +11,9 @@ global ARGS global CONFIG -MSG_COLOR = r'\033[0;32m' #'\\033[0;32m' # green -HEAD_COLOR = '\\033[1;34m' # bold blue -COLOR_OFF = r'\033[0m' #'\\033[0m' +MSG_COLOR = r'\033[0;32m' # green +HEAD_COLOR = r'\033[1;34m' # bold blue +COLOR_OFF = r'\033[0m' def _github_actions(): @@ -47,7 +47,7 @@ def _main_script_path(): def _echo_cmd(): if _enable_backslash_escapes(): - return 'echo' #'echo -e' + return 'echo -e' return 'echo' def _echo_msg(msg: str): @@ -126,9 +126,9 @@ def _write_lines_to_file(lines: list, name: str): with open(path, 'w') as file: for line in lines: if _bash_syntax(): - pass - #line = line.replace('\\', '/') # change path separators - #line = line.replace('/033', r'\\033') # fix colors + #pass + line = line.replace('\\', '/') # change path separators + line = line.replace('/033', r'\033') # fix colors file.write(line + '\n') _fix_file_permissions(path) From 54a87f989349f6ad638f579cfc8d4c31c6ed99e8 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 19 Jul 2024 12:19:36 +0200 Subject: [PATCH 52/99] Add all platforms --- .github/workflows/main.yml | 22 ++++++++++++++++++++-- scripts.py | 14 ++++++++------ 2 files changed, 28 insertions(+), 8 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 294d4ff..3730674 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -11,9 +11,18 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022] + os: [ubuntu-22.04, windows-2022, macos-12, macos-14] toolchain: + - { exe: gfortran, compiler: gcc, version: 13 } - { exe: ifort, compiler: intel-classic, version: "2021.10" } + - { exe: ifx, compiler: intel, version: "2023.2" } + exclude: + - os: macos-12 + toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS + - os: macos-14 + toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 + - os: macos-14 + toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # no support for macOS on arm64 runs-on: ${{ matrix.os }} @@ -172,9 +181,18 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022] + os: [ubuntu-22.04, windows-2022, macos-12, macos-14] toolchain: + - { exe: gfortran, compiler: gcc, version: 13 } - { exe: ifort, compiler: intel-classic, version: "2021.10" } + - { exe: ifx, compiler: intel, version: "2023.2" } + exclude: + - os: macos-12 + toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS + - os: macos-14 + toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 + - os: macos-14 + toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # no support for macOS on arm64 runs-on: ${{ matrix.os }} diff --git a/scripts.py b/scripts.py index b14abb0..8627442 100644 --- a/scripts.py +++ b/scripts.py @@ -125,10 +125,7 @@ def _write_lines_to_file(lines: list, name: str): path = os.path.join(_scripts_path(), name) with open(path, 'w') as file: for line in lines: - if _bash_syntax(): - #pass - line = line.replace('\\', '/') # change path separators - line = line.replace('/033', r'\033') # fix colors + line = _apply_bash_syntax_if_needed(line) file.write(line + '\n') _fix_file_permissions(path) @@ -148,6 +145,12 @@ def _bash_syntax(): bash_syntax = ARGS.bash_syntax return bash_syntax +def _apply_bash_syntax_if_needed(line: str): + if _bash_syntax(): + line = line.replace('\\', '/') # change path separators + line = line.replace('/033', r'\033') # fix colors after previous step + return line + def _enable_backslash_escapes(): enable_backslash_escapes = False # if '--enable-backslash-escapes' is undefined if ARGS.enable_backslash_escapes: @@ -430,8 +433,7 @@ def append_to_main_script(obj: str | list): lines = obj with open(path, 'a') as file: for line in lines: - if _bash_syntax(): - line = line.replace('\\', '/') + line = _apply_bash_syntax_if_needed(line) file.write(line + '\n') _fix_file_permissions(path) From 461de7ff04cb90dc5ab3dd0e4e892adc7674086d Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 19 Jul 2024 12:23:58 +0200 Subject: [PATCH 53/99] Try on ubuntu only --- .github/workflows/main.yml | 26 ++------------------------ 1 file changed, 2 insertions(+), 24 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 3730674..65f9f31 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -11,18 +11,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022, macos-12, macos-14] - toolchain: - - { exe: gfortran, compiler: gcc, version: 13 } - - { exe: ifort, compiler: intel-classic, version: "2021.10" } - - { exe: ifx, compiler: intel, version: "2023.2" } - exclude: - - os: macos-12 - toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS - - os: macos-14 - toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 - - os: macos-14 - toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # no support for macOS on arm64 + os: [ubuntu-22.04] runs-on: ${{ matrix.os }} @@ -181,18 +170,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022, macos-12, macos-14] - toolchain: - - { exe: gfortran, compiler: gcc, version: 13 } - - { exe: ifort, compiler: intel-classic, version: "2021.10" } - - { exe: ifx, compiler: intel, version: "2023.2" } - exclude: - - os: macos-12 - toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS - - os: macos-14 - toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 - - os: macos-14 - toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # no support for macOS on arm64 + os: [ubuntu-22.04] runs-on: ${{ matrix.os }} From 8db0946ce024906954ab848ea5f1da1a4b7a6c83 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 19 Jul 2024 12:33:03 +0200 Subject: [PATCH 54/99] Fix build pycfml lib cmd --- .github/workflows/main.yml | 26 ++++++++++++++++++++++++-- scripts.toml | 8 ++++---- 2 files changed, 28 insertions(+), 6 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 65f9f31..3730674 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -11,7 +11,18 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04] + os: [ubuntu-22.04, windows-2022, macos-12, macos-14] + toolchain: + - { exe: gfortran, compiler: gcc, version: 13 } + - { exe: ifort, compiler: intel-classic, version: "2021.10" } + - { exe: ifx, compiler: intel, version: "2023.2" } + exclude: + - os: macos-12 + toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS + - os: macos-14 + toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 + - os: macos-14 + toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # no support for macOS on arm64 runs-on: ${{ matrix.os }} @@ -170,7 +181,18 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04] + os: [ubuntu-22.04, windows-2022, macos-12, macos-14] + toolchain: + - { exe: gfortran, compiler: gcc, version: 13 } + - { exe: ifort, compiler: intel-classic, version: "2021.10" } + - { exe: ifx, compiler: intel, version: "2023.2" } + exclude: + - os: macos-12 + toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS + - os: macos-14 + toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 + - os: macos-14 + toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # no support for macOS on arm64 runs-on: ${{ matrix.os }} diff --git a/scripts.toml b/scripts.toml index 579c64e..da1d10e 100644 --- a/scripts.toml +++ b/scripts.toml @@ -81,7 +81,7 @@ run-benchmarks.non-master-branch = '--benchmark-compare --benchmark-compare-fail platforms = ['macos', 'linux', 'windows'] compilers = ['gfortran'] obj-ext = 'o' -build-shared = '{COMPILER} -shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' +build-shared = '{COMPILER} -shared *.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' modes.base = '-cpp -fdec-math -fPIC -fno-stack-arrays -ffree-line-length-none' modes.debug = '' @@ -91,7 +91,7 @@ modes.release = '' platforms = ['macos'] compilers = ['nagfor'] obj-ext = 'o' -build-shared = '{COMPILER} -Wl,-shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' +build-shared = '{COMPILER} -Wl,-shared *.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' modes.base = '-f2008 -fpp -PIC -quiet -w=all -colour' modes.debug = '' @@ -101,7 +101,7 @@ modes.release = '' platforms = ['linux', 'macos'] compilers = ['ifort', 'ifx'] obj-ext = 'o' -build-shared = "{COMPILER} -shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {IFPORT_LIB} {PYTHON_LIB}" +build-shared = "{COMPILER} -shared *.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {IFPORT_LIB} {PYTHON_LIB}" build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' modes.base = '-w -fpp -fPIC -heap-arrays -nologo' modes.debug = '' # -g3 @@ -111,7 +111,7 @@ modes.release = '' # -O3 platforms = ['windows'] compilers = ['ifort', 'ifx'] obj-ext = 'obj' -build-shared = 'link CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} /out:"{PATH}.{EXT}" /libpath:{CFML_LIB_PATH} /dll {CFML_LIB_NAME}.lib {PYTHON_LIB}' +build-shared = 'link *.{OBJ_EXT} {PATH}.{OBJ_EXT} /out:"{PATH}.{EXT}" /libpath:{CFML_LIB_PATH} /dll {CFML_LIB_NAME}.lib {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} /exe:{EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} {CFML_LIB_DIR}\{CFML_LIB_NAME}.{LIB_EXT}' modes.base = '/w /fpp /heap-arrays /nologo -DWIN32=ON' modes.debug = '' From 245c86e6b17f1abf2479a1a04e5b2544ddbbe496 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 19 Jul 2024 12:34:14 +0200 Subject: [PATCH 55/99] Try ubuntu only --- .github/workflows/main.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 3730674..988c2b4 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -11,7 +11,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022, macos-12, macos-14] + os: [ubuntu-22.04] toolchain: - { exe: gfortran, compiler: gcc, version: 13 } - { exe: ifort, compiler: intel-classic, version: "2021.10" } @@ -181,7 +181,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022, macos-12, macos-14] + os: [ubuntu-22.04] toolchain: - { exe: gfortran, compiler: gcc, version: 13 } - { exe: ifort, compiler: intel-classic, version: "2021.10" } From d3609ac61156af07221f85f60cefda17a74f02d3 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 19 Jul 2024 12:41:16 +0200 Subject: [PATCH 56/99] Change build pycfml cmd back --- scripts.toml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/scripts.toml b/scripts.toml index da1d10e..579c64e 100644 --- a/scripts.toml +++ b/scripts.toml @@ -81,7 +81,7 @@ run-benchmarks.non-master-branch = '--benchmark-compare --benchmark-compare-fail platforms = ['macos', 'linux', 'windows'] compilers = ['gfortran'] obj-ext = 'o' -build-shared = '{COMPILER} -shared *.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' +build-shared = '{COMPILER} -shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' modes.base = '-cpp -fdec-math -fPIC -fno-stack-arrays -ffree-line-length-none' modes.debug = '' @@ -91,7 +91,7 @@ modes.release = '' platforms = ['macos'] compilers = ['nagfor'] obj-ext = 'o' -build-shared = '{COMPILER} -Wl,-shared *.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' +build-shared = '{COMPILER} -Wl,-shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' modes.base = '-f2008 -fpp -PIC -quiet -w=all -colour' modes.debug = '' @@ -101,7 +101,7 @@ modes.release = '' platforms = ['linux', 'macos'] compilers = ['ifort', 'ifx'] obj-ext = 'o' -build-shared = "{COMPILER} -shared *.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {IFPORT_LIB} {PYTHON_LIB}" +build-shared = "{COMPILER} -shared CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} -o {PATH}.{EXT} -L{CFML_LIB_PATH} -l{CFML_LIB_NAME} {IFPORT_LIB} {PYTHON_LIB}" build-exe = '{COMPILER} {OPTIONS} -o {EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} -L{CFML_LIB_DIR} -l{CFML_LIB_NAME}' modes.base = '-w -fpp -fPIC -heap-arrays -nologo' modes.debug = '' # -g3 @@ -111,7 +111,7 @@ modes.release = '' # -O3 platforms = ['windows'] compilers = ['ifort', 'ifx'] obj-ext = 'obj' -build-shared = 'link *.{OBJ_EXT} {PATH}.{OBJ_EXT} /out:"{PATH}.{EXT}" /libpath:{CFML_LIB_PATH} /dll {CFML_LIB_NAME}.lib {PYTHON_LIB}' +build-shared = 'link CFML_Wraps.{OBJ_EXT} Wraps_*.{OBJ_EXT} {PATH}.{OBJ_EXT} /out:"{PATH}.{EXT}" /libpath:{CFML_LIB_PATH} /dll {CFML_LIB_NAME}.lib {PYTHON_LIB}' build-exe = '{COMPILER} {OPTIONS} /exe:{EXE_NAME} {SOURCE_PATH} -I {CFML_INCLUDE_PATH} {CFML_LIB_DIR}\{CFML_LIB_NAME}.{LIB_EXT}' modes.base = '/w /fpp /heap-arrays /nologo -DWIN32=ON' modes.debug = '' From e8f519374b4106c8969baaec5275238e7e5d0160 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Fri, 19 Jul 2024 14:33:18 +0200 Subject: [PATCH 57/99] Enable all platforms --- .github/workflows/main.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 988c2b4..3730674 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -11,7 +11,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04] + os: [ubuntu-22.04, windows-2022, macos-12, macos-14] toolchain: - { exe: gfortran, compiler: gcc, version: 13 } - { exe: ifort, compiler: intel-classic, version: "2021.10" } @@ -181,7 +181,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04] + os: [ubuntu-22.04, windows-2022, macos-12, macos-14] toolchain: - { exe: gfortran, compiler: gcc, version: 13 } - { exe: ifort, compiler: intel-classic, version: "2021.10" } From f6f26996dcb8ed6cd601ab682aafec4c17890547 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Sat, 20 Jul 2024 22:39:24 +0200 Subject: [PATCH 58/99] Add Wraps_Utilities.f90 --- scripts.toml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts.toml b/scripts.toml index 579c64e..891a8f9 100644 --- a/scripts.toml +++ b/scripts.toml @@ -902,7 +902,8 @@ components-files = [ 'Wraps_Profiles', 'Wraps_Rational', 'Wraps_gSpaceGroups', - 'Wraps_kvec_Symmetry' + 'Wraps_kvec_Symmetry', + 'Wraps_Utilities' ] ################## From 4a4ae1a43d574202e35fdb390755a1376d0bcbc8 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Sat, 20 Jul 2024 23:11:02 +0200 Subject: [PATCH 59/99] emporary disable due to error when building pycfml shared object --- .github/workflows/main.yml | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 3730674..e813f8a 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -19,6 +19,16 @@ jobs: exclude: - os: macos-12 toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS + - os: macos-12 + toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # temporary disable due to error when building pycfml shared object: + # Undefined symbols for architecture x86_64: + #"_cfml_kvec_symmetry_mp_inlat_", referenced from: + #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + #"_cfml_kvec_symmetry_mp_ltr_", referenced from: + #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + #"_cfml_kvec_symmetry_mp_nlat_", referenced from: + #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + #ld: symbol(s) not found for architecture x86_64 - os: macos-14 toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 - os: macos-14 @@ -189,6 +199,16 @@ jobs: exclude: - os: macos-12 toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS + - os: macos-12 + toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # temporary disable due to error when building pycfml shared object: + # Undefined symbols for architecture x86_64: + #"_cfml_kvec_symmetry_mp_inlat_", referenced from: + #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + #"_cfml_kvec_symmetry_mp_ltr_", referenced from: + #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + #"_cfml_kvec_symmetry_mp_nlat_", referenced from: + #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + #ld: symbol(s) not found for architecture x86_64 - os: macos-14 toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 - os: macos-14 From 8f1185c0cd97d85905fdcf00ac6df9afd366bd07 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Sun, 21 Jul 2024 23:30:32 +0200 Subject: [PATCH 60/99] Try calculating diffraction pattern --- .github/workflows/main.yml | 6 +- .../19023_Ca1Li2O4Si1_Tetragonal_121.cif | 44 +++++++++++++++ .../test__powder_pattern_from_json.py | 55 +++++++++++++++++++ 3 files changed, 104 insertions(+), 1 deletion(-) create mode 100644 tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/phases/19023_Ca1Li2O4Si1_Tetragonal_121.cif create mode 100644 tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index e813f8a..9bbf9d4 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -262,7 +262,11 @@ jobs: - name: Debug pyCFML import shell: bash - run: python3 tests/unit_tests/pycfml/test__cfml_metrics__debug.py + run: python3 tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py + + #- name: Debug pyCFML import + # shell: bash + # run: python3 tests/unit_tests/pycfml/test__cfml_metrics__debug.py #- name: Run pyCFML unit tests # shell: bash diff --git a/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/phases/19023_Ca1Li2O4Si1_Tetragonal_121.cif b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/phases/19023_Ca1Li2O4Si1_Tetragonal_121.cif new file mode 100644 index 0000000..bbf207e --- /dev/null +++ b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/phases/19023_Ca1Li2O4Si1_Tetragonal_121.cif @@ -0,0 +1,44 @@ +_database_code_ICSD 19023 +_chemical_name_systematic 'Dilithium Calcium Silicate' +_chemical_formula_structural 'Li2 Ca Si O4' +_chemical_formula_sum 'Ca1 Li2 O4 Si1' +_structure_type 'K3VO4' +_cell_length_a 5.047 +_cell_length_b 5.047 +_cell_length_c 6.486 +_cell_angle_alpha 90.0 +_cell_angle_beta 90.0 +_cell_angle_gamma 90.0 +_cell_volume 165.21 +_cell_formula_units_Z 2.0 +_cell_molecular_mass 146.04 +_symmetry_space_group_name_H-M 'I -4 2 m' +_symmetry_Int_Tables_number 121 +_temperature_in_K None +_pressure_in_MPa None +_experimental_technique 'X-ray diffraction (single crystal)' +_type_of_data 'Experimental' +_citation_journal_full 'Journal of Solid State Chemistry' +_citation_year 1973 +_citation_journal_volume 7 +_citation_page_first 422 +_citation_page_last 427 +loop_ + _atom_site_label + _atom_site_symmetry_multiplicity + _atom_site_Wyckoff_symbol + _atom_site_fract_x + _atom_site_fract_y + _atom_site_fract_z + _atom_site_occupancy +Ca 2 b 0.0 0.0 0.5 1.0 +Li 4 d 0.0 0.5 0.25 1.0 +O 8 i 0.189 0.189 0.142 1.0 +Si 2 a 0.0 0.0 0.0 1.0 +loop_ + _atom_type_symbol + _atom_type_oxidation_number +Ca+2 2 +Li+1 1 +O-2 -2 +Si+4 4 diff --git a/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py new file mode 100644 index 0000000..1d146de --- /dev/null +++ b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py @@ -0,0 +1,55 @@ +import os +from pycrysfml import crysfml08lib + +os.environ['CRYSFML_DB'] = os.path.join(os.path.dirname(crysfml08lib.__file__), 'Databases') # access to Databases/magnetic_data.txt + +PHASE_CIF = os.path.join(os.path.dirname(__file__), 'phases', '19023_Ca1Li2O4Si1_Tetragonal_121.cif') + +JSON = { + "cif": PHASE_CIF, + "experiments": [ + { + "NPD": { + "_diffrn_source": "nuclear reactor", + "_diffrn_radiation_probe": "neutron", + "_diffrn_radiation_wavelength": 1.27, + "_pd_instr_resolution_u": 0.02, + "_pd_instr_resolution_v": -0.02, + "_pd_instr_resolution_w": 0.12, + "_pd_instr_resolution_x": 0.0015, + "_pd_instr_resolution_y": 0, + "_pd_instr_reflex_asymmetry_p1": 0, + "_pd_instr_reflex_asymmetry_p2": 0, + "_pd_instr_reflex_asymmetry_p3": 0, + "_pd_instr_reflex_asymmetry_p4": 0, + "_pd_meas_2theta_offset": 0, + "_pd_meas_2theta_range_min": 1, + "_pd_meas_2theta_range_max": 140, + "_pd_meas_2theta_range_inc": 0.05, + "_phase": [ + { + "_label": "CIFCODE", + "_scale": 1 + } + ], + "_pd_background": [ + { + "_2theta": 1, + "_intensity": 20 + }, + { + "_2theta": 140, + "_intensity": 20 + } + ] + } + } + ] +} + +# Debug + +if __name__ == '__main__': + print(f':::::: Calculating diffraction pattern for: {os.path.basename(PHASE_CIF)}') + x, y = crysfml08lib.f_powder_pattern_from_json(JSON) + print(f':::::: Resulted y-array: {y}') From 13cec270200bbca3eebdd56daf90dbe808c2752e Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 22 Jul 2024 08:57:27 +0200 Subject: [PATCH 61/99] Fix macos rpath change script --- scripts.py | 104 +++++++++++++++++++++++++++++------------------------ 1 file changed, 57 insertions(+), 47 deletions(-) diff --git a/scripts.py b/scripts.py index 8627442..ac92528 100644 --- a/scripts.py +++ b/scripts.py @@ -437,7 +437,7 @@ def append_to_main_script(obj: str | list): file.write(line + '\n') _fix_file_permissions(path) -def append_header_to_main_script(txt: str): +def add_main_script_header(txt: str): header = _echo_header(txt) append_to_main_script(header) @@ -764,10 +764,10 @@ def run_cfml_functional_tests_with_benchmarks(): def copy_powder_mod_to_pycfml_repo(): - cfml_project_name = CONFIG['cfml']['log-name'] + CFML = CONFIG['cfml']['log-name'] cfml_repo_dir = CONFIG['cfml']['dir']['repo'] cfml_repo_path = os.path.join(_project_path(), cfml_repo_dir) - pycfml_project_name = CONFIG['pycfml']['log-name'] + pyCFML = CONFIG['pycfml']['log-name'] pycfml_repo_dir = CONFIG['pycfml']['dir2']['repo'] pycfml_src_dir = CONFIG['pycfml']['dir2']['repo-src'] pycfml_src_path = os.path.join(_project_path(), pycfml_repo_dir, pycfml_src_dir) @@ -898,7 +898,6 @@ def build_pycfml_lib_obj(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) - def build_pycfml_shared_obj_or_dynamic_lib(): build_relpath = CONFIG['pycfml']['dir']['build-obj'] lib_name = CONFIG['pycfml']['src-name'] # NEED FIX: use CONFIG['pycfml']['dynamic-lib-name'] @@ -1047,33 +1046,32 @@ def change_runpath_for_built_pycfml(): change_rpath_template_cmd = CONFIG['template']['rpath']['change'][_platform()] msg = _echo_msg(f"Changing runpath(s) for built {project_name} shared objects") lines.append(msg) - for module in [CONFIG['pycfml']['src-name']]: - if 'main-file' in module: - current += 1 - name = f'{module["main-file"]}' - path = os.path.join(package_abspath, name) - msg = _echo_progress_msg(current, total, f'{name}.{shared_lib_ext}') - lines.append(msg) - for rpath in rpaths: - if rpath['new'] == '': # delete this rpath - cmd = delete_rpath_template_cmd - cmd = cmd.replace('{OLD}', rpath['old']) - cmd = cmd.replace('{PATH}', path) - cmd = cmd.replace('{EXT}', shared_lib_ext) - else: # change this rpath - cmd = change_rpath_template_cmd - cmd = cmd.replace('{OLD}', rpath['old']) - cmd = cmd.replace('{NEW}', rpath['new']) - cmd = cmd.replace('{PATH}', path) - cmd = cmd.replace('{EXT}', shared_lib_ext) - lines.append(cmd) - for lib in dependent_libs: - cmd = change_lib_template_cmd - cmd = cmd.replace('{OLD}', lib['old']) - cmd = cmd.replace('{NEW}', lib['new']) - cmd = cmd.replace('{PATH}', path) - cmd = cmd.replace('{EXT}', shared_lib_ext) - lines.append(cmd) + name = CONFIG['pycfml']['src-name'] + path = os.path.join(package_abspath, name) + for rpath in rpaths: + msg = _echo_msg(f"Changing runpath for {name}.{shared_lib_ext} from {rpath['old']} to {rpath['new']}") + lines.append(msg) + if rpath['new'] == '': # delete this rpath + cmd = delete_rpath_template_cmd + cmd = cmd.replace('{OLD}', rpath['old']) + cmd = cmd.replace('{PATH}', path) + cmd = cmd.replace('{EXT}', shared_lib_ext) + else: # change this rpath + cmd = change_rpath_template_cmd + cmd = cmd.replace('{OLD}', rpath['old']) + cmd = cmd.replace('{NEW}', rpath['new']) + cmd = cmd.replace('{PATH}', path) + cmd = cmd.replace('{EXT}', shared_lib_ext) + lines.append(cmd) + for lib in dependent_libs: + msg = _echo_msg(f"Changing the dependent shared library install name for {name}.{shared_lib_ext} from {lib['old']} to {lib['new']}") + lines.append(msg) + cmd = change_lib_template_cmd + cmd = cmd.replace('{OLD}', lib['old']) + cmd = cmd.replace('{NEW}', lib['new']) + cmd = cmd.replace('{PATH}', path) + cmd = cmd.replace('{EXT}', shared_lib_ext) + lines.append(cmd) else: msg = _echo_msg(f"Changing runpath is not needed for platform '{_platform()}'") lines.append(msg) @@ -1265,15 +1263,19 @@ def run_powder_mod_main(): _print_pcfml_wheel_dir() exit(0) - cfml_project_name = CONFIG['cfml']['log-name'] - pycfml_project_name = CONFIG['pycfml']['log-name'] + CFML = CONFIG['cfml']['log-name'] + pyCFML = CONFIG['pycfml']['log-name'] + + ############# + # Preparation + ############# clear_main_script() - append_header_to_main_script(f"Print some build-specific variables") + add_main_script_header(f"Print some build-specific variables") print_build_variables() - append_header_to_main_script(f"Create scripts, {cfml_project_name} and {pycfml_project_name} directories") + add_main_script_header(f"Create scripts, {CFML} and {pyCFML} directories") create_cfml_repo_dir() create_cfml_build_dir() create_cfml_dist_dir() @@ -1281,37 +1283,45 @@ def run_powder_mod_main(): create_pycfml_build_dir() create_pycfml_dist_dir() - append_header_to_main_script(f"Download {cfml_project_name} repository") + ############ + # Build CFML + ############ + + add_main_script_header(f"Download {CFML} repository") download_cfml_repo() - append_header_to_main_script(f"Build {cfml_project_name} modules") + add_main_script_header(f"Build {CFML} modules") rename_global_deps_file() build_cfml_modules_obj() delete_renamed_global_deps_file() - append_header_to_main_script(f"Build {cfml_project_name} static library") + add_main_script_header(f"Build {CFML} static library") build_cfml_static_lib() - append_header_to_main_script(f"Make {cfml_project_name} distribution") + add_main_script_header(f"Make {CFML} distribution") move_built_to_cfml_dist() - append_header_to_main_script(f"Creating and running {cfml_project_name} test programs") + add_main_script_header(f"Creating and running {CFML} test programs") build_cfml_test_programs() copy_cfml_test_programs_to_tests_dir() run_cfml_functional_tests_no_benchmarks() #run_cfml_functional_tests_with_benchmarks() - append_header_to_main_script(f"Create {pycfml_project_name} source code") + ############## + # Build pyCFML + ############## + + add_main_script_header(f"Create {pyCFML} source code") create_pycfml_src() - append_header_to_main_script(f"Build {pycfml_project_name} modules") + add_main_script_header(f"Build {pyCFML} modules") build_pycfml_modules_obj() - append_header_to_main_script(f"Build {pycfml_project_name} shared obj / dynamic library") + add_main_script_header(f"Build {pyCFML} shared obj / dynamic library") build_pycfml_lib_obj() build_pycfml_shared_obj_or_dynamic_lib() - append_header_to_main_script(f"Make {pycfml_project_name} distribution") + add_main_script_header(f"Make {pyCFML} distribution") copy_built_to_pycfml_dist() change_runpath_for_built_pycfml() copy_extra_libs_to_pycfml_dist() @@ -1319,15 +1329,15 @@ def run_powder_mod_main(): copy_init_file_to_pycfml_dist() copy_cfml_databases_to_pycfml_dist() - append_header_to_main_script(f"Create Python package wheel of {pycfml_project_name}") + add_main_script_header(f"Create Python package wheel of {pyCFML}") validate_pyproject_toml() create_pycfml_python_wheel() rename_pycfml_python_wheel() - append_header_to_main_script(f"Install {pycfml_project_name} from Python package wheel") + add_main_script_header(f"Install {pyCFML} from Python package wheel") install_pycfml_from_wheel() - #append_header_to_main_script(f"Running {pycfml_project_name} tests") + #add_main_script_header(f"Running {pyCFML} tests") #run_pycfml_unit_tests() #run_powder_mod_tests() #run_powder_mod_main() From f46aaa200d56644b5d6488d0c8bff98ce839d8aa Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 22 Jul 2024 09:13:13 +0200 Subject: [PATCH 62/99] Add more debug --- .github/workflows/main.yml | 4 +++ ...debug.py => _test__cfml_metrics__debug.py} | 0 .../pycfml/test__import_pycrysfml.py | 28 +++++++++++++++++++ 3 files changed, 32 insertions(+) rename tests/unit_tests/pycfml/{test__cfml_metrics__debug.py => _test__cfml_metrics__debug.py} (100%) create mode 100644 tests/unit_tests/pycfml/test__import_pycrysfml.py diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 9bbf9d4..120d3ce 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -261,6 +261,10 @@ jobs: run: scripts/install_pycfml_from_wheel.sh - name: Debug pyCFML import + shell: bash + run: python3 tests/unit_tests/pyCFML/test__import_pycrysfml.py + + - name: Debug pyCFML calc diffraction pattern shell: bash run: python3 tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py diff --git a/tests/unit_tests/pycfml/test__cfml_metrics__debug.py b/tests/unit_tests/pycfml/_test__cfml_metrics__debug.py similarity index 100% rename from tests/unit_tests/pycfml/test__cfml_metrics__debug.py rename to tests/unit_tests/pycfml/_test__cfml_metrics__debug.py diff --git a/tests/unit_tests/pycfml/test__import_pycrysfml.py b/tests/unit_tests/pycfml/test__import_pycrysfml.py new file mode 100644 index 0000000..5edfd72 --- /dev/null +++ b/tests/unit_tests/pycfml/test__import_pycrysfml.py @@ -0,0 +1,28 @@ +import os +import sys + +# Tests + +def test__from_pycrysfml_import_crysfml08lib(): + try: + from pycrysfml import crysfml08lib + assert True + except Exception as e: + print("::::: Failed to 'from pycrysfml import crysfml08lib'") + print('::::: ERROR:', e) + #assert False + +def test__from_pycrysfml_import_cfml_utilities(): + try: + from pycrysfml import cfml_utilities + assert True + except Exception as e: + print("::::: Failed to 'from pycrysfml import cfml_utilities'") + print('::::: ERROR:', e) + #assert False + +# Debug + +if __name__ == '__main__': + test__from_pycrysfml_import_crysfml08lib() + test__from_pycrysfml_import_cfml_utilities() From 1504cca0afd941bcddf1f8c214be022c8f703195 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 22 Jul 2024 10:09:59 +0200 Subject: [PATCH 63/99] Update pycfml import debug --- .../{pycfml => pyCFML}/_test__cfml_metrics__debug.py | 0 .../{pycfml => pyCFML}/_test__py_cfml_metrics.py | 0 .../{pycfml => pyCFML}/_test__py_cfml_profiles.py | 0 .../{pycfml => pyCFML}/_test__py_cfml_sxtal_geom.py | 0 .../{pycfml => pyCFML}/test__import_pycrysfml.py | 9 ++++++--- 5 files changed, 6 insertions(+), 3 deletions(-) rename tests/unit_tests/{pycfml => pyCFML}/_test__cfml_metrics__debug.py (100%) rename tests/unit_tests/{pycfml => pyCFML}/_test__py_cfml_metrics.py (100%) rename tests/unit_tests/{pycfml => pyCFML}/_test__py_cfml_profiles.py (100%) rename tests/unit_tests/{pycfml => pyCFML}/_test__py_cfml_sxtal_geom.py (100%) rename tests/unit_tests/{pycfml => pyCFML}/test__import_pycrysfml.py (65%) diff --git a/tests/unit_tests/pycfml/_test__cfml_metrics__debug.py b/tests/unit_tests/pyCFML/_test__cfml_metrics__debug.py similarity index 100% rename from tests/unit_tests/pycfml/_test__cfml_metrics__debug.py rename to tests/unit_tests/pyCFML/_test__cfml_metrics__debug.py diff --git a/tests/unit_tests/pycfml/_test__py_cfml_metrics.py b/tests/unit_tests/pyCFML/_test__py_cfml_metrics.py similarity index 100% rename from tests/unit_tests/pycfml/_test__py_cfml_metrics.py rename to tests/unit_tests/pyCFML/_test__py_cfml_metrics.py diff --git a/tests/unit_tests/pycfml/_test__py_cfml_profiles.py b/tests/unit_tests/pyCFML/_test__py_cfml_profiles.py similarity index 100% rename from tests/unit_tests/pycfml/_test__py_cfml_profiles.py rename to tests/unit_tests/pyCFML/_test__py_cfml_profiles.py diff --git a/tests/unit_tests/pycfml/_test__py_cfml_sxtal_geom.py b/tests/unit_tests/pyCFML/_test__py_cfml_sxtal_geom.py similarity index 100% rename from tests/unit_tests/pycfml/_test__py_cfml_sxtal_geom.py rename to tests/unit_tests/pyCFML/_test__py_cfml_sxtal_geom.py diff --git a/tests/unit_tests/pycfml/test__import_pycrysfml.py b/tests/unit_tests/pyCFML/test__import_pycrysfml.py similarity index 65% rename from tests/unit_tests/pycfml/test__import_pycrysfml.py rename to tests/unit_tests/pyCFML/test__import_pycrysfml.py index 5edfd72..517a78d 100644 --- a/tests/unit_tests/pycfml/test__import_pycrysfml.py +++ b/tests/unit_tests/pyCFML/test__import_pycrysfml.py @@ -4,21 +4,24 @@ # Tests def test__from_pycrysfml_import_crysfml08lib(): + msg = 'from pycrysfml import crysfml08lib' try: from pycrysfml import crysfml08lib + print(f"::::: Succeeded to '{msg}'") assert True except Exception as e: - print("::::: Failed to 'from pycrysfml import crysfml08lib'") + print(f"::::: Failed to '{msg}': {e}") print('::::: ERROR:', e) #assert False def test__from_pycrysfml_import_cfml_utilities(): + msg = 'from pycrysfml import cfml_utilities' try: from pycrysfml import cfml_utilities + print(f"::::: Succeeded to '{msg}'") assert True except Exception as e: - print("::::: Failed to 'from pycrysfml import cfml_utilities'") - print('::::: ERROR:', e) + print(f"::::: Failed to '{msg}': {e}") #assert False # Debug From a3dbc8f03e6f4216caf6b071fca3cbaa153cbd5e Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 22 Jul 2024 11:28:30 +0200 Subject: [PATCH 64/99] Try macos 12 + ifort build combination --- .github/workflows/main.yml | 42 ++------------------------------------ 1 file changed, 2 insertions(+), 40 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 120d3ce..bf05593 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -11,28 +11,9 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022, macos-12, macos-14] + os: [macos-12] toolchain: - - { exe: gfortran, compiler: gcc, version: 13 } - { exe: ifort, compiler: intel-classic, version: "2021.10" } - - { exe: ifx, compiler: intel, version: "2023.2" } - exclude: - - os: macos-12 - toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS - - os: macos-12 - toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # temporary disable due to error when building pycfml shared object: - # Undefined symbols for architecture x86_64: - #"_cfml_kvec_symmetry_mp_inlat_", referenced from: - #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) - #"_cfml_kvec_symmetry_mp_ltr_", referenced from: - #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) - #"_cfml_kvec_symmetry_mp_nlat_", referenced from: - #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) - #ld: symbol(s) not found for architecture x86_64 - - os: macos-14 - toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 - - os: macos-14 - toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # no support for macOS on arm64 runs-on: ${{ matrix.os }} @@ -191,28 +172,9 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022, macos-12, macos-14] + os: [macos-12] toolchain: - - { exe: gfortran, compiler: gcc, version: 13 } - { exe: ifort, compiler: intel-classic, version: "2021.10" } - - { exe: ifx, compiler: intel, version: "2023.2" } - exclude: - - os: macos-12 - toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS - - os: macos-12 - toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # temporary disable due to error when building pycfml shared object: - # Undefined symbols for architecture x86_64: - #"_cfml_kvec_symmetry_mp_inlat_", referenced from: - #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) - #"_cfml_kvec_symmetry_mp_ltr_", referenced from: - #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) - #"_cfml_kvec_symmetry_mp_nlat_", referenced from: - #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) - #ld: symbol(s) not found for architecture x86_64 - - os: macos-14 - toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 - - os: macos-14 - toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # no support for macOS on arm64 runs-on: ${{ matrix.os }} From 299fb0495cbd5dcdfc1f5e313e7686575b6dbb74 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 22 Jul 2024 13:15:22 +0200 Subject: [PATCH 65/99] Modify __init__.py --- __init__.py | 4 +++ scripts.py | 30 ++++++++++--------- .../pyCFML/test__import_pycrysfml.py | 1 - 3 files changed, 20 insertions(+), 15 deletions(-) diff --git a/__init__.py b/__init__.py index e69de29..ad56328 100644 --- a/__init__.py +++ b/__init__.py @@ -0,0 +1,4 @@ +import os +import sys + +sys.path.append(os.path.dirname(__file__)) diff --git a/scripts.py b/scripts.py index ac92528..948e960 100644 --- a/scripts.py +++ b/scripts.py @@ -1016,19 +1016,17 @@ def change_runpath_for_built_pycfml(): if _platform() == 'linux': set_rpath_template_cmd = CONFIG['template']['rpath']['set'][_platform()] no_default_lib_template_cmd = CONFIG['template']['no-default-lib'][_platform()] - msg = _echo_msg(f"Changing runpath(s) for built {project_name} shared objects") + msg = _echo_msg(f"Changing runpath(s) for built {project_name} shared object") lines.append(msg) name = CONFIG['pycfml']['src-name'] path = os.path.join(package_abspath, name) for rpath in rpaths: - #current += 1 - #name = f'{module["main-file"]}' - #path = os.path.join(package_abspath, name) - #msg = _echo_progress_msg(current, total, f'{name}.{shared_lib_ext}') - msg = _echo_msg(f"Changing runpath for {name}.{shared_lib_ext} from {rpath['old']} to {rpath['new']}") + old_rpath = rpath['old'] + new_rpath = rpath['new'] + msg = _echo_msg(f"Changing runpath for {name}.{shared_lib_ext} from '{old_rpath}' to '{new_rpath}'") lines.append(msg) cmd = set_rpath_template_cmd - cmd = cmd.replace('{NEW}', rpath['new']) + cmd = cmd.replace('{NEW}', new_rpath) cmd = cmd.replace('{PATH}', path) cmd = cmd.replace('{EXT}', shared_lib_ext) lines.append(cmd) @@ -1049,26 +1047,30 @@ def change_runpath_for_built_pycfml(): name = CONFIG['pycfml']['src-name'] path = os.path.join(package_abspath, name) for rpath in rpaths: - msg = _echo_msg(f"Changing runpath for {name}.{shared_lib_ext} from {rpath['old']} to {rpath['new']}") + old_rpath = rpath['old'] + new_rpath = rpath['new'] + msg = _echo_msg(f"Changing runpath for {name}.{shared_lib_ext} from '{old_rpath}' to '{new_rpath}'") lines.append(msg) if rpath['new'] == '': # delete this rpath cmd = delete_rpath_template_cmd - cmd = cmd.replace('{OLD}', rpath['old']) + cmd = cmd.replace('{OLD}', old_rpath) cmd = cmd.replace('{PATH}', path) cmd = cmd.replace('{EXT}', shared_lib_ext) else: # change this rpath cmd = change_rpath_template_cmd - cmd = cmd.replace('{OLD}', rpath['old']) - cmd = cmd.replace('{NEW}', rpath['new']) + cmd = cmd.replace('{OLD}', old_rpath) + cmd = cmd.replace('{NEW}', new_rpath) cmd = cmd.replace('{PATH}', path) cmd = cmd.replace('{EXT}', shared_lib_ext) lines.append(cmd) for lib in dependent_libs: - msg = _echo_msg(f"Changing the dependent shared library install name for {name}.{shared_lib_ext} from {lib['old']} to {lib['new']}") + old_lib = lib['old'] + new_lib = lib['new'] + msg = _echo_msg(f"Changing the dependent shared library install name for {name}.{shared_lib_ext} from '{old_lib}' to '{new_lib}'") lines.append(msg) cmd = change_lib_template_cmd - cmd = cmd.replace('{OLD}', lib['old']) - cmd = cmd.replace('{NEW}', lib['new']) + cmd = cmd.replace('{OLD}', old_lib) + cmd = cmd.replace('{NEW}', new_lib) cmd = cmd.replace('{PATH}', path) cmd = cmd.replace('{EXT}', shared_lib_ext) lines.append(cmd) diff --git a/tests/unit_tests/pyCFML/test__import_pycrysfml.py b/tests/unit_tests/pyCFML/test__import_pycrysfml.py index 517a78d..e9286f7 100644 --- a/tests/unit_tests/pyCFML/test__import_pycrysfml.py +++ b/tests/unit_tests/pyCFML/test__import_pycrysfml.py @@ -11,7 +11,6 @@ def test__from_pycrysfml_import_crysfml08lib(): assert True except Exception as e: print(f"::::: Failed to '{msg}': {e}") - print('::::: ERROR:', e) #assert False def test__from_pycrysfml_import_cfml_utilities(): From 13e840375e5c21d6e77efdf88b5116b8bf7579e1 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 22 Jul 2024 14:02:26 +0200 Subject: [PATCH 66/99] Suppress the error message when copying files --- .github/workflows/main.yml | 42 ++++++++++++++++++++++++++++++++++++-- scripts.py | 2 +- 2 files changed, 41 insertions(+), 3 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index bf05593..120d3ce 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -11,9 +11,28 @@ jobs: strategy: fail-fast: false matrix: - os: [macos-12] + os: [ubuntu-22.04, windows-2022, macos-12, macos-14] toolchain: + - { exe: gfortran, compiler: gcc, version: 13 } - { exe: ifort, compiler: intel-classic, version: "2021.10" } + - { exe: ifx, compiler: intel, version: "2023.2" } + exclude: + - os: macos-12 + toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS + - os: macos-12 + toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # temporary disable due to error when building pycfml shared object: + # Undefined symbols for architecture x86_64: + #"_cfml_kvec_symmetry_mp_inlat_", referenced from: + #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + #"_cfml_kvec_symmetry_mp_ltr_", referenced from: + #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + #"_cfml_kvec_symmetry_mp_nlat_", referenced from: + #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + #ld: symbol(s) not found for architecture x86_64 + - os: macos-14 + toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 + - os: macos-14 + toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # no support for macOS on arm64 runs-on: ${{ matrix.os }} @@ -172,9 +191,28 @@ jobs: strategy: fail-fast: false matrix: - os: [macos-12] + os: [ubuntu-22.04, windows-2022, macos-12, macos-14] toolchain: + - { exe: gfortran, compiler: gcc, version: 13 } - { exe: ifort, compiler: intel-classic, version: "2021.10" } + - { exe: ifx, compiler: intel, version: "2023.2" } + exclude: + - os: macos-12 + toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS + - os: macos-12 + toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # temporary disable due to error when building pycfml shared object: + # Undefined symbols for architecture x86_64: + #"_cfml_kvec_symmetry_mp_inlat_", referenced from: + #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + #"_cfml_kvec_symmetry_mp_ltr_", referenced from: + #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + #"_cfml_kvec_symmetry_mp_nlat_", referenced from: + #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + #ld: symbol(s) not found for architecture x86_64 + - os: macos-14 + toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 + - os: macos-14 + toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # no support for macOS on arm64 runs-on: ${{ matrix.os }} diff --git a/scripts.py b/scripts.py index 948e960..a09b6c9 100644 --- a/scripts.py +++ b/scripts.py @@ -964,7 +964,7 @@ def copy_built_to_pycfml_dist(): lines = [] msg = _echo_msg(f"Copying built {project_name} shared objects / dynamic libs to '{package_relpath}'") lines.append(msg) - from_path = os.path.join(build_abspath, f'*.{shared_lib_ext}') + from_path = os.path.join(build_abspath, f'*.{shared_lib_ext} || :') # allows to suppress the error message if no files are found to_path = package_abspath cmd = f'cp {from_path} {to_path}' lines.append(cmd) From d9238c491c477dbd7ba6b09fa80b76e45b2c0e2f Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 22 Jul 2024 14:03:46 +0200 Subject: [PATCH 67/99] Enable macos-12 + ifort --- .github/workflows/main.yml | 20 -------------------- 1 file changed, 20 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 120d3ce..8b071c4 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -19,16 +19,6 @@ jobs: exclude: - os: macos-12 toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS - - os: macos-12 - toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # temporary disable due to error when building pycfml shared object: - # Undefined symbols for architecture x86_64: - #"_cfml_kvec_symmetry_mp_inlat_", referenced from: - #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) - #"_cfml_kvec_symmetry_mp_ltr_", referenced from: - #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) - #"_cfml_kvec_symmetry_mp_nlat_", referenced from: - #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) - #ld: symbol(s) not found for architecture x86_64 - os: macos-14 toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 - os: macos-14 @@ -199,16 +189,6 @@ jobs: exclude: - os: macos-12 toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS - - os: macos-12 - toolchain: { exe: ifort, compiler: intel-classic, version: "2021.10" } # temporary disable due to error when building pycfml shared object: - # Undefined symbols for architecture x86_64: - #"_cfml_kvec_symmetry_mp_inlat_", referenced from: - #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) - #"_cfml_kvec_symmetry_mp_ltr_", referenced from: - #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) - #"_cfml_kvec_symmetry_mp_nlat_", referenced from: - #_cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) - #ld: symbol(s) not found for architecture x86_64 - os: macos-14 toolchain: { exe: ifx, compiler: intel, version: "2023.2" } # no support for macOS on arm64 - os: macos-14 From 1c421e8dfbcdb754e67406cde9dbf302ec8a8a69 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 22 Jul 2024 14:04:24 +0200 Subject: [PATCH 68/99] Fix suppress the error message command --- scripts.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts.py b/scripts.py index a09b6c9..10fdec5 100644 --- a/scripts.py +++ b/scripts.py @@ -964,9 +964,10 @@ def copy_built_to_pycfml_dist(): lines = [] msg = _echo_msg(f"Copying built {project_name} shared objects / dynamic libs to '{package_relpath}'") lines.append(msg) - from_path = os.path.join(build_abspath, f'*.{shared_lib_ext} || :') # allows to suppress the error message if no files are found + from_path = os.path.join(build_abspath, f'*.{shared_lib_ext}') to_path = package_abspath cmd = f'cp {from_path} {to_path}' + cmd = cmd + ' || true' # allows to suppress the error message if no files are found lines.append(cmd) script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) From b54570c21b2d5ae26c3aa68bb3043b619d5b887a Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 22 Jul 2024 15:03:37 +0200 Subject: [PATCH 69/99] Add pycrysfml unit tests --- .github/workflows/main.yml | 24 +-- scripts.py | 25 ++- .../srtio3-pm3m-pattern_Nebil-ifort.xy | 0 .../srtio3-pmmm-pattern_Andrew-ifort.xy | 0 .../19023_Ca1Li2O4Si1_Tetragonal_121.cif | 44 ----- .../test__powder_pattern_from_json.py | 108 +++++++++- .../pyCFML/test__powder_mod.py | 185 ----------------- .../pyCFML/test__powder_mod_2.py | 187 ------------------ .../{ => _old}/_test__cfml_metrics__debug.py | 0 .../{ => _old}/_test__py_cfml_metrics.py | 0 .../{ => _old}/_test__py_cfml_profiles.py | 0 .../{ => _old}/_test__py_cfml_sxtal_geom.py | 0 .../test__import.py} | 18 +- 13 files changed, 138 insertions(+), 453 deletions(-) rename tests/functional_tests/pyCFML/{ => cfml_utilities/powder_pattern_from_json/desired}/srtio3-pm3m-pattern_Nebil-ifort.xy (100%) rename tests/functional_tests/pyCFML/{ => cfml_utilities/powder_pattern_from_json/desired}/srtio3-pmmm-pattern_Andrew-ifort.xy (100%) delete mode 100644 tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/phases/19023_Ca1Li2O4Si1_Tetragonal_121.cif delete mode 100644 tests/functional_tests/pyCFML/test__powder_mod.py delete mode 100644 tests/functional_tests/pyCFML/test__powder_mod_2.py rename tests/unit_tests/pyCFML/{ => _old}/_test__cfml_metrics__debug.py (100%) rename tests/unit_tests/pyCFML/{ => _old}/_test__py_cfml_metrics.py (100%) rename tests/unit_tests/pyCFML/{ => _old}/_test__py_cfml_profiles.py (100%) rename tests/unit_tests/pyCFML/{ => _old}/_test__py_cfml_sxtal_geom.py (100%) rename tests/unit_tests/pyCFML/{test__import_pycrysfml.py => import/test__import.py} (62%) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 8b071c4..eaaa829 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -240,26 +240,10 @@ jobs: shell: bash run: scripts/install_pycfml_from_wheel.sh - - name: Debug pyCFML import + - name: Run pyCFML unit tests shell: bash - run: python3 tests/unit_tests/pyCFML/test__import_pycrysfml.py + run: scripts/run_pycfml_unit_tests.sh - - name: Debug pyCFML calc diffraction pattern + - name: Run pyCFML functional tests shell: bash - run: python3 tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py - - #- name: Debug pyCFML import - # shell: bash - # run: python3 tests/unit_tests/pycfml/test__cfml_metrics__debug.py - - #- name: Run pyCFML unit tests - # shell: bash - # run: scripts/run_pycfml_unit_tests.sh - - #- name: Run pyCFML powder_mod tests - # shell: bash - # run: scripts/run_powder_mod_tests.sh - - #- name: Run pyCFML powder_mod main - # shell: bash - # run: scripts/run_powder_mod_main.sh + run: scripts/run_pycfml_functional_tests_no_benchmarks.sh diff --git a/scripts.py b/scripts.py index 10fdec5..4bcb74b 100644 --- a/scripts.py +++ b/scripts.py @@ -1063,6 +1063,7 @@ def change_runpath_for_built_pycfml(): cmd = cmd.replace('{NEW}', new_rpath) cmd = cmd.replace('{PATH}', path) cmd = cmd.replace('{EXT}', shared_lib_ext) + cmd = cmd + ' || true' # allows to suppress the error message if no files are found lines.append(cmd) for lib in dependent_libs: old_lib = lib['old'] @@ -1074,6 +1075,7 @@ def change_runpath_for_built_pycfml(): cmd = cmd.replace('{NEW}', new_lib) cmd = cmd.replace('{PATH}', path) cmd = cmd.replace('{EXT}', shared_lib_ext) + cmd = cmd + ' || true' # allows to suppress the error message if no files are found lines.append(cmd) else: msg = _echo_msg(f"Changing runpath is not needed for platform '{_platform()}'") @@ -1257,6 +1259,20 @@ def run_powder_mod_main(): _write_lines_to_file(lines, script_name) append_to_main_script(lines) +def run_pycfml_functional_tests_no_benchmarks(): + relpath = os.path.join('tests', 'functional_tests', 'pyCFML') + abspath = os.path.join(_project_path(), relpath) + lines = [] + msg = _echo_msg(f"Running unit tests from '{relpath}'") + lines.append(msg) + cmd = CONFIG['template']['run-tests'] + cmd = cmd.replace('{PATH}', abspath) + lines.append(cmd) + script_name = f'{sys._getframe().f_code.co_name}.sh' + _write_lines_to_file(lines, script_name) + append_to_main_script(lines) + + if __name__ == '__main__': ARGS = parsed_args() PYPROJECT = loaded_pyproject() @@ -1304,7 +1320,7 @@ def run_powder_mod_main(): add_main_script_header(f"Make {CFML} distribution") move_built_to_cfml_dist() - add_main_script_header(f"Creating and running {CFML} test programs") + add_main_script_header(f"Create and run {CFML} test programs") build_cfml_test_programs() copy_cfml_test_programs_to_tests_dir() run_cfml_functional_tests_no_benchmarks() @@ -1340,7 +1356,6 @@ def run_powder_mod_main(): add_main_script_header(f"Install {pyCFML} from Python package wheel") install_pycfml_from_wheel() - #add_main_script_header(f"Running {pyCFML} tests") - #run_pycfml_unit_tests() - #run_powder_mod_tests() - #run_powder_mod_main() + add_main_script_header(f"Run {pyCFML} tests") + run_pycfml_unit_tests() + run_pycfml_functional_tests_no_benchmarks() diff --git a/tests/functional_tests/pyCFML/srtio3-pm3m-pattern_Nebil-ifort.xy b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/desired/srtio3-pm3m-pattern_Nebil-ifort.xy similarity index 100% rename from tests/functional_tests/pyCFML/srtio3-pm3m-pattern_Nebil-ifort.xy rename to tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/desired/srtio3-pm3m-pattern_Nebil-ifort.xy diff --git a/tests/functional_tests/pyCFML/srtio3-pmmm-pattern_Andrew-ifort.xy b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/desired/srtio3-pmmm-pattern_Andrew-ifort.xy similarity index 100% rename from tests/functional_tests/pyCFML/srtio3-pmmm-pattern_Andrew-ifort.xy rename to tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/desired/srtio3-pmmm-pattern_Andrew-ifort.xy diff --git a/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/phases/19023_Ca1Li2O4Si1_Tetragonal_121.cif b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/phases/19023_Ca1Li2O4Si1_Tetragonal_121.cif deleted file mode 100644 index bbf207e..0000000 --- a/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/phases/19023_Ca1Li2O4Si1_Tetragonal_121.cif +++ /dev/null @@ -1,44 +0,0 @@ -_database_code_ICSD 19023 -_chemical_name_systematic 'Dilithium Calcium Silicate' -_chemical_formula_structural 'Li2 Ca Si O4' -_chemical_formula_sum 'Ca1 Li2 O4 Si1' -_structure_type 'K3VO4' -_cell_length_a 5.047 -_cell_length_b 5.047 -_cell_length_c 6.486 -_cell_angle_alpha 90.0 -_cell_angle_beta 90.0 -_cell_angle_gamma 90.0 -_cell_volume 165.21 -_cell_formula_units_Z 2.0 -_cell_molecular_mass 146.04 -_symmetry_space_group_name_H-M 'I -4 2 m' -_symmetry_Int_Tables_number 121 -_temperature_in_K None -_pressure_in_MPa None -_experimental_technique 'X-ray diffraction (single crystal)' -_type_of_data 'Experimental' -_citation_journal_full 'Journal of Solid State Chemistry' -_citation_year 1973 -_citation_journal_volume 7 -_citation_page_first 422 -_citation_page_last 427 -loop_ - _atom_site_label - _atom_site_symmetry_multiplicity - _atom_site_Wyckoff_symbol - _atom_site_fract_x - _atom_site_fract_y - _atom_site_fract_z - _atom_site_occupancy -Ca 2 b 0.0 0.0 0.5 1.0 -Li 4 d 0.0 0.5 0.25 1.0 -O 8 i 0.189 0.189 0.142 1.0 -Si 2 a 0.0 0.0 0.0 1.0 -loop_ - _atom_type_symbol - _atom_type_oxidation_number -Ca+2 2 -Li+1 1 -O-2 -2 -Si+4 4 diff --git a/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py index 1d146de..41181fe 100644 --- a/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py +++ b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py @@ -1,12 +1,60 @@ +import copy import os +import numpy as np +from numpy.testing import assert_almost_equal from pycrysfml import crysfml08lib +#from pycrysfml import cfml_utilities -os.environ['CRYSFML_DB'] = os.path.join(os.path.dirname(crysfml08lib.__file__), 'Databases') # access to Databases/magnetic_data.txt -PHASE_CIF = os.path.join(os.path.dirname(__file__), 'phases', '19023_Ca1Li2O4Si1_Tetragonal_121.cif') +os.environ['CRYSFML_DB'] = os.path.join(os.path.dirname(crysfml08lib.__file__), 'Databases') # access to Databases/magnetic_data.txt -JSON = { - "cif": PHASE_CIF, +STUDY_DICT = { + "phases": [ + { + "SrTiO3": { + #"_space_group_name_H-M_alt": "P m -3 m", + "_space_group_name_H-M_alt": "P n m a", + "_cell_length_a": 3.9, + "_cell_length_b": 3.9, + "_cell_length_c": 3.9, + "_cell_angle_alpha": 90, + "_cell_angle_beta": 90, + "_cell_angle_gamma": 90, + "_atom_site": [ + { + "_label": "Sr", + "_type_symbol": "Sr", + "_fract_x": 0.5, + "_fract_y": 0.5, + "_fract_z": 0.5, + "_occupancy": 1, + "_adp_type": "Biso", + "_B_iso_or_equiv": 0.40 + }, + { + "_label": "Ti", + "_type_symbol": "Ti", + "_fract_x": 0, + "_fract_y": 0, + "_fract_z": 0, + "_occupancy": 1, + "_adp_type": "Biso", + "_B_iso_or_equiv": 0.50 + }, + { + "_label": "O", + "_type_symbol": "O", + "_fract_x": 0.5, + "_fract_y": 0, + "_fract_z": 0, + "_occupancy": 1, + "_adp_type": "Biso", + "_B_iso_or_equiv": 0.65 + } + ] + } + } + ], "experiments": [ { "NPD": { @@ -28,7 +76,7 @@ "_pd_meas_2theta_range_inc": 0.05, "_phase": [ { - "_label": "CIFCODE", + "_label": "SrTiO3", "_scale": 1 } ], @@ -47,9 +95,53 @@ ] } +# Help functions + +def path_to_desired(file_name:str): + return os.path.join(os.path.dirname(__file__), 'desired', file_name) + +def phase_name_by_idx(study_dict:dict, phase_idx:int=0): + return list(study_dict['phases'][phase_idx].keys())[phase_idx] + +def space_group_by_phase_idx(study_dict:dict, phase_idx:int=0): + phase_name = phase_name_by_idx(study_dict, phase_idx) + return study_dict['phases'][phase_idx][phase_name]['_space_group_name_H-M_alt'] + +def set_space_group_by_phase_idx(study_dict:dict, phase_idx:int, space_group:str): + phase_name = phase_name_by_idx(study_dict, phase_idx) + study_dict['phases'][phase_idx][phase_name]['_space_group_name_H-M_alt'] = space_group + +def compute_pattern(study_dict:dict): + _, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays + y = y.astype(np.float64) + return y + +#def compute_pattern_2(study_dict:dict): +# return cfml_utilities.powder_pattern_from_json(study_dict) + +# Tests + +def _test__compute_pattern__SrTiO3_Pm3m(): + _, desired = np.loadtxt(path_to_desired('srtio3-pm3m-pattern_Nebil-ifort.xy'), unpack=True) + desired = desired - 20.0 # remove background + study_dict = copy.deepcopy(STUDY_DICT) + set_space_group_by_phase_idx(study_dict, phase_idx=0, space_group='P m -3 m') + pattern = compute_pattern(study_dict) + actual = pattern.astype(np.float64) + # compensate for a 1-element shift in y data between Nebil windows build and my gfortran build + #desired = desired[1:] + #actual = actual[:-1] + assert_almost_equal(desired, actual, decimal=0, verbose=True) + +def test__compute_pattern__SrTiO3_Pnma(): + desired = np.loadtxt(path_to_desired('srtio3-pmmm-pattern_Andrew-ifort.xy'), unpack=True) + desired = desired - 20.0 # remove background + study_dict = copy.deepcopy(STUDY_DICT) + set_space_group_by_phase_idx(study_dict, phase_idx=0, space_group='P n m a') + actual = compute_pattern(study_dict) + assert_almost_equal(desired, actual, decimal=2, verbose=True) + # Debug if __name__ == '__main__': - print(f':::::: Calculating diffraction pattern for: {os.path.basename(PHASE_CIF)}') - x, y = crysfml08lib.f_powder_pattern_from_json(JSON) - print(f':::::: Resulted y-array: {y}') + test__compute_pattern__SrTiO3_Pnma() diff --git a/tests/functional_tests/pyCFML/test__powder_mod.py b/tests/functional_tests/pyCFML/test__powder_mod.py deleted file mode 100644 index e866ae0..0000000 --- a/tests/functional_tests/pyCFML/test__powder_mod.py +++ /dev/null @@ -1,185 +0,0 @@ -import os -import sys -import math -import copy -import numpy as np -from deepdiff import DeepDiff -from numpy.testing import assert_almost_equal - -from pycrysfml08 import powder_mod - - -os.environ['CRYSFML_DB'] = os.path.join(os.path.dirname(powder_mod.__file__), 'Databases') # access to Databases/magnetic_data.txt - -STUDY_DICT = { - "phases": [ - { - "SrTiO3": { - "_space_group_name_H-M_alt": "P m -3 m", - #"_space_group_name_H-M_alt": "P n m a", - "_cell_length_a": 3.9, - "_cell_length_b": 3.9, - "_cell_length_c": 3.9, - "_cell_angle_alpha": 90, - "_cell_angle_beta": 90, - "_cell_angle_gamma": 90, - "_atom_site": [ - { - "_label": "Sr", - "_type_symbol": "Sr", - "_fract_x": 0.5, - "_fract_y": 0.5, - "_fract_z": 0.5, - "_occupancy": 1, - "_adp_type": "Biso", - "_B_iso_or_equiv": 0.40 - }, - { - "_label": "Ti", - "_type_symbol": "Ti", - "_fract_x": 0, - "_fract_y": 0, - "_fract_z": 0, - "_occupancy": 1, - "_adp_type": "Biso", - "_B_iso_or_equiv": 0.50 - }, - { - "_label": "O", - "_type_symbol": "O", - "_fract_x": 0.5, - "_fract_y": 0, - "_fract_z": 0, - "_occupancy": 1, - "_adp_type": "Biso", - "_B_iso_or_equiv": 0.65 - } - ] - } - } - ], - "experiments": [ - { - "NPD": { - "_diffrn_source": "nuclear reactor", - "_diffrn_radiation_probe": "neutron", - "_diffrn_radiation_wavelength": 1.27, - "_pd_instr_resolution_u": 0.02, - "_pd_instr_resolution_v": -0.02, - "_pd_instr_resolution_w": 0.12, - "_pd_instr_resolution_x": 0.0015, - "_pd_instr_resolution_y": 0, - "_pd_instr_reflex_asymmetry_p1": 0, - "_pd_instr_reflex_asymmetry_p2": 0, - "_pd_instr_reflex_asymmetry_p3": 0, - "_pd_instr_reflex_asymmetry_p4": 0, - "_pd_meas_2theta_offset": 0, - "_pd_meas_2theta_range_min": 1, - "_pd_meas_2theta_range_max": 140, - "_pd_meas_2theta_range_inc": 0.05, - "_phase": [ - { - "_label": "SrTiO3", - "_scale": 1 - } - ], - "_pd_background": [ - { - "_2theta": 1, - "_intensity": 20 - }, - { - "_2theta": 140, - "_intensity": 20 - } - ] - } - } - ] -} - -# Help functions - -def phase_name_by_idx(study_dict:dict, phase_idx:int=0): - return list(study_dict['phases'][phase_idx].keys())[phase_idx] - -def space_group_by_phase_idx(study_dict:dict, phase_idx:int=0): - phase_name = phase_name_by_idx(study_dict, phase_idx) - return study_dict['phases'][phase_idx][phase_name]['_space_group_name_H-M_alt'] - -def set_space_group_by_phase_idx(study_dict:dict, phase_idx:int, space_group:str): - phase_name = phase_name_by_idx(study_dict, phase_idx) - study_dict['phases'][phase_idx][phase_name]['_space_group_name_H-M_alt'] = space_group - -def clean_after_compute(study_dict:dict): - files = ['powder_pattern.dat', 'fort.77', f'{phase_name_by_idx(study_dict)}.powder'] - for f in files: - try: - print(f':: Deleting tmp file: {os.path.abspath(f)}') - os.remove(f) - except: - pass - -def compute_pattern(study_dict:dict): - res = powder_mod.simulation(study_dict) - clean_after_compute(study_dict) - return res - -# Tests - -def test__magnetic_data_txt_exists(): - fpath = os.path.abspath(os.path.join(os.path.dirname(powder_mod.__file__), 'Databases', 'magnetic_data.txt')) - assert os.path.isfile(fpath) == True - -def test__phase_name__SrTiO3(): - assert phase_name_by_idx(STUDY_DICT, phase_idx=0) == 'SrTiO3' - -def test__space_group__Pm3m(): - assert space_group_by_phase_idx(STUDY_DICT, phase_idx=0) == 'P m -3 m' - -def test__set_space_group__Pm3m(): - new_study_dict = copy.deepcopy(STUDY_DICT) - set_space_group_by_phase_idx(new_study_dict, phase_idx=0, space_group='P m -3 m') - assert DeepDiff(STUDY_DICT, new_study_dict) == {} - -def test__set_space_group__Pnma(): - new_study_dict = copy.deepcopy(STUDY_DICT) - set_space_group_by_phase_idx(new_study_dict, phase_idx=0, space_group='P n m a') - assert space_group_by_phase_idx(new_study_dict, phase_idx=0) == 'P n m a' - -def _test__compute_pattern__SrTiO3_Pm3m(): - _, desired = np.loadtxt(os.path.join(os.path.dirname(__file__), 'srtio3-pm3m-pattern_Nebil-ifort.xy'), unpack=True) - study_dict = copy.deepcopy(STUDY_DICT) - set_space_group_by_phase_idx(study_dict, phase_idx=0, space_group='P m -3 m') - pattern = compute_pattern(study_dict) - actual = pattern[1].astype(np.float64) - # compensate for a 1-element shift in y data between Nebil windows build and my gfortran build - desired = desired[1:] - actual = actual[:-1] - assert_almost_equal(desired, actual, decimal=0, verbose=True) - -def test__compute_pattern__SrTiO3_Pnma(): - desired = np.loadtxt(os.path.join(os.path.dirname(__file__), 'srtio3-pmmm-pattern_Andrew-ifort.xy'), unpack=True) - study_dict = copy.deepcopy(STUDY_DICT) - set_space_group_by_phase_idx(study_dict, phase_idx=0, space_group='P n m a') - pattern = compute_pattern(study_dict) - actual = pattern[1].astype(np.float64) - assert_almost_equal(desired, actual, decimal=2, verbose=True) - -# Debug - -if __name__ == '__main__': - #np.set_printoptions(precision=5, threshold = np.inf) - study_dict = copy.deepcopy(STUDY_DICT) - - study_dict["phases"][0]["SrTiO3"]["_space_group_name_H-M_alt"] = 'P n m a' - _, ycalc = powder_mod.simulation(study_dict) - print() - print(':::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::') - print('::') - clean_after_compute(study_dict) - print('::') - print(f':: Y calculated (P n m a) array: {ycalc}',) - print(f':: Y calculated (P n m a) array size: {np.size(ycalc)}, min: {np.min(ycalc)}, max: {np.max(ycalc)}') - print('::') - print(':::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::') diff --git a/tests/functional_tests/pyCFML/test__powder_mod_2.py b/tests/functional_tests/pyCFML/test__powder_mod_2.py deleted file mode 100644 index 305888b..0000000 --- a/tests/functional_tests/pyCFML/test__powder_mod_2.py +++ /dev/null @@ -1,187 +0,0 @@ -import os -import sys -import math -import copy -import numpy as np -from deepdiff import DeepDiff -from numpy.testing import assert_almost_equal - -from pycrysfml08 import powder_mod_2 - - -os.environ['CRYSFML_DB'] = os.path.join(os.path.dirname(powder_mod_2.__file__), 'Databases') # access to Databases/magnetic_data.txt - -STUDY_DICT = { - "phases": [ - { - "SrTiO3": { - "_space_group_name_H-M_alt": "P m -3 m", - #"_space_group_name_H-M_alt": "P n m a", - "_cell_length_a": 3.9, - "_cell_length_b": 3.9, - "_cell_length_c": 3.9, - "_cell_angle_alpha": 90, - "_cell_angle_beta": 90, - "_cell_angle_gamma": 90, - "_atom_site": [ - { - "_label": "Sr", - "_type_symbol": "Sr", - "_fract_x": 0.5, - "_fract_y": 0.5, - "_fract_z": 0.5, - "_occupancy": 1, - "_adp_type": "Biso", - "_B_iso_or_equiv": 0.40 - }, - { - "_label": "Ti", - "_type_symbol": "Ti", - "_fract_x": 0, - "_fract_y": 0, - "_fract_z": 0, - "_occupancy": 1, - "_adp_type": "Biso", - "_B_iso_or_equiv": 0.50 - }, - { - "_label": "O", - "_type_symbol": "O", - "_fract_x": 0.5, - "_fract_y": 0, - "_fract_z": 0, - "_occupancy": 1, - "_adp_type": "Biso", - "_B_iso_or_equiv": 0.65 - } - ] - } - } - ], - "experiments": [ - { - "NPD": { - "_diffrn_source": "nuclear reactor", - "_diffrn_radiation_probe": "neutron", - "_diffrn_radiation_wavelength": 1.27, - "_pd_instr_resolution_u": 0.02, - "_pd_instr_resolution_v": -0.02, - "_pd_instr_resolution_w": 0.12, - "_pd_instr_resolution_x": 0.0015, - "_pd_instr_resolution_y": 0, - "_pd_instr_reflex_asymmetry_p1": 0, - "_pd_instr_reflex_asymmetry_p2": 0, - "_pd_instr_reflex_asymmetry_p3": 0, - "_pd_instr_reflex_asymmetry_p4": 0, - "_pd_meas_2theta_offset": 0, - "_pd_meas_2theta_range_min": 1, - "_pd_meas_2theta_range_max": 140, - "_pd_meas_2theta_range_inc": 0.05, - "_phase": [ - { - "_label": "SrTiO3", - "_scale": 1 - } - ], - "_pd_background": [ - { - "_2theta": 1, - "_intensity": 20 - }, - { - "_2theta": 140, - "_intensity": 20 - } - ] - } - } - ] -} - -# Help functions - -def phase_name_by_idx(study_dict:dict, phase_idx:int=0): - return list(study_dict['phases'][phase_idx].keys())[phase_idx] - -def space_group_by_phase_idx(study_dict:dict, phase_idx:int=0): - phase_name = phase_name_by_idx(study_dict, phase_idx) - return study_dict['phases'][phase_idx][phase_name]['_space_group_name_H-M_alt'] - -def set_space_group_by_phase_idx(study_dict:dict, phase_idx:int, space_group:str): - phase_name = phase_name_by_idx(study_dict, phase_idx) - study_dict['phases'][phase_idx][phase_name]['_space_group_name_H-M_alt'] = space_group - -def compute_pattern(study_dict:dict): - return powder_mod_2.simulation(study_dict) - -def clean_after_compute(study_dict:dict): - files = ['powder_pattern.dat', 'fort.77', f'{phase_name_by_idx(study_dict)}.powder'] - for f in files: - try: - os.remove(f) - except: - pass - -# Tests - -def test__magnetic_data_txt_exists(): - fpath = os.path.abspath(os.path.join(os.path.dirname(powder_mod_2.__file__), 'Databases', 'magnetic_data.txt')) - assert os.path.isfile(fpath) == True - -def test__phase_name__SrTiO3(): - assert phase_name_by_idx(STUDY_DICT, phase_idx=0) == 'SrTiO3' - -def test_space_group__Pm3m(): - assert space_group_by_phase_idx(STUDY_DICT, phase_idx=0) == 'P m -3 m' - -def test_set_space_group__Pm3m(): - new_study_dict = copy.deepcopy(STUDY_DICT) - set_space_group_by_phase_idx(new_study_dict, phase_idx=0, space_group='P m -3 m') - assert DeepDiff(STUDY_DICT, new_study_dict) == {} - -def test__set_space_group__Pnma(): - new_study_dict = copy.deepcopy(STUDY_DICT) - set_space_group_by_phase_idx(new_study_dict, phase_idx=0, space_group='P n m a') - assert space_group_by_phase_idx(new_study_dict, phase_idx=0) == 'P n m a' - -def _test__compute_pattern__SrTiO3_Pm3m(): - _, desired = np.loadtxt(os.path.join(os.path.dirname(__file__), 'srtio3-pm3m-pattern_Nebil-ifort.xy'), unpack=True) - desired = desired - 20.0 # remove background - study_dict = copy.deepcopy(STUDY_DICT) - set_space_group_by_phase_idx(study_dict, phase_idx=0, space_group='P m -3 m') - pattern = compute_pattern(study_dict) - actual = pattern[0].astype(np.float64) - # compensate for a 1-element shift in y data between Nebil windows build and my gfortran build - desired = desired[1:] - actual = actual[:-1] - assert_almost_equal(desired, actual, decimal=0, verbose=True) - -def test__compute_pattern__SrTiO3_Pnma(): - desired = np.loadtxt(os.path.join(os.path.dirname(__file__), 'srtio3-pmmm-pattern_Andrew-ifort.xy'), unpack=True) - desired = desired - 20.0 # remove background - study_dict = copy.deepcopy(STUDY_DICT) - set_space_group_by_phase_idx(study_dict, phase_idx=0, space_group='P n m a') - pattern = compute_pattern(study_dict) - actual = pattern[0].astype(np.float64) - assert_almost_equal(desired, actual, decimal=2, verbose=True) - -# Debug - -if __name__ == '__main__': - np.set_printoptions(precision=5, threshold = np.inf) - study_dict = copy.deepcopy(STUDY_DICT) - - #clean_after_compute(study_dict) - study_dict["phases"][0]["SrTiO3"]["_space_group_name_H-M_alt"] = 'P m -3 m' - ycalc = powder_mod_2.simulation(study_dict) - print('::::: Y calculated (P m -3 m):', ycalc) - - study_dict["phases"][0]["SrTiO3"]["_space_group_name_H-M_alt"] = 'P n m a' - ycalc = powder_mod_2.simulation(study_dict) - print('::::: Y calculated (P n m a):', ycalc) - #np.savetxt('ycalc.dat', ycalc, fmt='%12.6f') - - study_dict["phases"][0]["SrTiO3"]["_space_group_name_H-M_alt"] = 'I 4 3 2' - ycalc = powder_mod_2.simulation(study_dict) - print('::::: Y calculated (I 4 3 2):', ycalc) - #np.savetxt('ycalc.dat', ycalc, fmt='%12.6f') diff --git a/tests/unit_tests/pyCFML/_test__cfml_metrics__debug.py b/tests/unit_tests/pyCFML/_old/_test__cfml_metrics__debug.py similarity index 100% rename from tests/unit_tests/pyCFML/_test__cfml_metrics__debug.py rename to tests/unit_tests/pyCFML/_old/_test__cfml_metrics__debug.py diff --git a/tests/unit_tests/pyCFML/_test__py_cfml_metrics.py b/tests/unit_tests/pyCFML/_old/_test__py_cfml_metrics.py similarity index 100% rename from tests/unit_tests/pyCFML/_test__py_cfml_metrics.py rename to tests/unit_tests/pyCFML/_old/_test__py_cfml_metrics.py diff --git a/tests/unit_tests/pyCFML/_test__py_cfml_profiles.py b/tests/unit_tests/pyCFML/_old/_test__py_cfml_profiles.py similarity index 100% rename from tests/unit_tests/pyCFML/_test__py_cfml_profiles.py rename to tests/unit_tests/pyCFML/_old/_test__py_cfml_profiles.py diff --git a/tests/unit_tests/pyCFML/_test__py_cfml_sxtal_geom.py b/tests/unit_tests/pyCFML/_old/_test__py_cfml_sxtal_geom.py similarity index 100% rename from tests/unit_tests/pyCFML/_test__py_cfml_sxtal_geom.py rename to tests/unit_tests/pyCFML/_old/_test__py_cfml_sxtal_geom.py diff --git a/tests/unit_tests/pyCFML/test__import_pycrysfml.py b/tests/unit_tests/pyCFML/import/test__import.py similarity index 62% rename from tests/unit_tests/pyCFML/test__import_pycrysfml.py rename to tests/unit_tests/pyCFML/import/test__import.py index e9286f7..c2cf961 100644 --- a/tests/unit_tests/pyCFML/test__import_pycrysfml.py +++ b/tests/unit_tests/pyCFML/import/test__import.py @@ -3,6 +3,16 @@ # Tests +def test__import_pycrysfml(): + msg = 'import pycrysfml' + try: + from pycrysfml import crysfml08lib + print(f"::::: Succeeded to '{msg}'") + assert True + except Exception as e: + print(f"::::: Failed to '{msg}': {e}") + assert False + def test__from_pycrysfml_import_crysfml08lib(): msg = 'from pycrysfml import crysfml08lib' try: @@ -11,9 +21,9 @@ def test__from_pycrysfml_import_crysfml08lib(): assert True except Exception as e: print(f"::::: Failed to '{msg}': {e}") - #assert False + assert False -def test__from_pycrysfml_import_cfml_utilities(): +def _test__from_pycrysfml_import_cfml_utilities(): msg = 'from pycrysfml import cfml_utilities' try: from pycrysfml import cfml_utilities @@ -21,10 +31,10 @@ def test__from_pycrysfml_import_cfml_utilities(): assert True except Exception as e: print(f"::::: Failed to '{msg}': {e}") - #assert False + assert False # Debug if __name__ == '__main__': + test__import_pycrysfml() test__from_pycrysfml_import_crysfml08lib() - test__from_pycrysfml_import_cfml_utilities() From 5a65e763561c65c6818a8c05364653f4c45a237f Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 22 Jul 2024 16:48:55 +0200 Subject: [PATCH 70/99] Allow parallel builds --- scripts.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/scripts.py b/scripts.py index 4bcb74b..a891ea6 100644 --- a/scripts.py +++ b/scripts.py @@ -11,7 +11,7 @@ global ARGS global CONFIG -MSG_COLOR = r'\033[0;32m' # green +MSG_COLOR = r'\033[0;33m' # orange HEAD_COLOR = r'\033[1;34m' # bold blue COLOR_OFF = r'\033[0m' @@ -299,11 +299,11 @@ def _compile_objs_script_lines(modules: str, cmd = cmd.replace('{COMPILER}', compiler) cmd = cmd.replace('{OPTIONS}', options) cmd = cmd.replace('{PATH}', path) - #cmd = f'{cmd}&' # start this bash command in background for parallel compilation + cmd = f'{cmd}&' # start this bash command in background for parallel compilation lines.append(cmd) - #if current % 11 == 0: # do not parallelise for more than 10 compilations - # lines.append('wait') # wait for all parallel bash commands to finish - #lines.append('wait') # wait for all parallel bash commands to finish + if current % 11 == 0: # do not parallelise for more than 10 compilations + lines.append('wait') # wait for all parallel bash commands to finish + lines.append('wait') # wait for all parallel bash commands to finish return lines def _compile_shared_objs_or_dynamic_libs_script_lines(modules: str): From 26c6e32d7136f3db44e449180544c2497ec2951d Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Mon, 22 Jul 2024 17:37:45 +0200 Subject: [PATCH 71/99] Fix python wheel name on macos --- scripts.py | 24 +++++++++++++++++++++--- 1 file changed, 21 insertions(+), 3 deletions(-) diff --git a/scripts.py b/scripts.py index a891ea6..086523e 100644 --- a/scripts.py +++ b/scripts.py @@ -81,6 +81,23 @@ def _platform(): def _platform_tag(): tag = sysconfig.get_platform() + if _platform() == 'macos': # replaces, e.g., 'macosx-14-arm64' with 'macosx-14_0-arm64' + tag = tag.split('-') # 'macosx-14-arm64' => ['macosx', '14', 'arm64'] + tag[1] = f'{tag[1]}_0' # ['macosx', '14', 'arm64'] => ['macosx', '14_0', 'arm64'] + tag = '-'.join(tag) # ['macosx', '14_0', 'arm64'] => 'macosx-14_0-arm64' + tag = tag.replace('-', '_') + tag = tag.replace('.', '_') + return tag + +def _platform_tag_github_ci(): # sysconf always returns 'macosx_10_9_universal2' on GH macOS... + tag = sysconfig.get_platform() + if _platform() == 'macos': + version = platform.mac_ver()[0] # e.g., '14.5' + version = version.split('.') # '14.5' => ['14', '5'] + version[1] = '0' # ['14', '5'] => ['14', '0'] + version = '.'.join(version) # ['14', '0'] => '14.0' + machine = platform.mac_ver()[2] # e.g., 'arm64' + tag = f'macosx-{version}-{machine}' tag = tag.replace('-', '_') tag = tag.replace('.', '_') return tag @@ -1188,20 +1205,21 @@ def rename_pycfml_python_wheel(): dist_package_name = PYPROJECT['project']['name'] dist_package_version = PYPROJECT['project']['version'] initial_wheel_name = f'{dist_package_name}-{dist_package_version}-py3-none-any.whl' + new_wheel_name = initial_wheel_name.replace('py3-none-any', f'{_python_tag()}-none-{_platform_tag_github_ci()}') wheel_dir = CONFIG['pycfml']['dir']['dist-wheel'] wheel_relpath = os.path.join(wheel_dir, initial_wheel_name) wheel_abspath = os.path.join(_project_path(), wheel_relpath) lines = [] - msg = _echo_msg(f"Renaming {project_name} python wheel from '{wheel_relpath}'") + msg = _echo_msg(f"Renaming {project_name} python wheel from '{initial_wheel_name}' to '{new_wheel_name}' in '{wheel_dir}'") lines.append(msg) cmd = CONFIG['template']['rename-wheel'] cmd = cmd.replace('{PYTHON_TAG}', _python_tag()) # https://packaging.python.org/en/latest/specifications/platform-compatibility-tags/ - cmd = cmd.replace('{PLATFORM_TAG}', _platform_tag()) + cmd = cmd.replace('{PLATFORM_TAG}', _platform_tag_github_ci()) cmd = cmd.replace('{PATH}', wheel_abspath) lines.append(cmd) script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) - #append_to_main_script(lines) + append_to_main_script(lines) def install_pycfml_from_wheel(): project_name = CONFIG['pycfml']['log-name'] From c041506e8049f2f7603d73a885753a2da25094ee Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 14:40:54 +0200 Subject: [PATCH 72/99] Add examples, issues, extend tests --- .gitignore | 9 +- __init__.py | 10 +- .../srtio3-checkpoint.ipynb | 712 +++++ ...srtio3-pattern-simulation-checkpoint.ipynb | 414 +++ .../srtio3-pm3m-pattern_Nebil-ifort.xy | 2781 +++++++++++++++++ .../srtio3-pnma-pattern_Andrew-ifort.y | 0 .../srtio3-pattern-simulation.ipynb | 414 +++ .../first-calc_vs_second-calc.png | Bin 0 -> 38908 bytes .../first-calc_vs_second-calc/script.py | 156 + .../y-pm3m_first-calc.txt | 2781 +++++++++++++++++ .../y-pm3m_second-calc.txt | 2781 +++++++++++++++++ .../srtio3-pnma-pattern_Andrew-ifort.y | 2781 +++++++++++++++++ .../test__powder_pattern_from_json.py | 71 +- 13 files changed, 12857 insertions(+), 53 deletions(-) create mode 100644 examples/.ipynb_checkpoints/srtio3-checkpoint.ipynb create mode 100644 examples/pyCFML/cfml_utilities/powder_pattern_from_json/.ipynb_checkpoints/srtio3-pattern-simulation-checkpoint.ipynb create mode 100644 examples/pyCFML/cfml_utilities/powder_pattern_from_json/desired/srtio3-pm3m-pattern_Nebil-ifort.xy rename tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/desired/srtio3-pmmm-pattern_Andrew-ifort.xy => examples/pyCFML/cfml_utilities/powder_pattern_from_json/desired/srtio3-pnma-pattern_Andrew-ifort.y (100%) create mode 100644 examples/pyCFML/cfml_utilities/powder_pattern_from_json/srtio3-pattern-simulation.ipynb create mode 100644 issues/pyCFML/cfml_utilities/powder_pattern_from_json/first-calc_vs_second-calc/first-calc_vs_second-calc.png create mode 100644 issues/pyCFML/cfml_utilities/powder_pattern_from_json/first-calc_vs_second-calc/script.py create mode 100644 issues/pyCFML/cfml_utilities/powder_pattern_from_json/first-calc_vs_second-calc/y-pm3m_first-calc.txt create mode 100644 issues/pyCFML/cfml_utilities/powder_pattern_from_json/first-calc_vs_second-calc/y-pm3m_second-calc.txt create mode 100644 tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/desired/srtio3-pnma-pattern_Andrew-ifort.y diff --git a/.gitignore b/.gitignore index 917b21e..8db53f3 100644 --- a/.gitignore +++ b/.gitignore @@ -6,17 +6,20 @@ __pycache__ build *.spec +# PyCharm +.idea + # macOS .DS_Store # Build +.venv +crysfml* +pycrysfml* build dist repo scripts # Misc -.venv .benchmarks/local -crysfml* -pycrysfml* diff --git a/__init__.py b/__init__.py index ad56328..6de57c8 100644 --- a/__init__.py +++ b/__init__.py @@ -1,4 +1,12 @@ import os import sys -sys.path.append(os.path.dirname(__file__)) + +CURRENT_PATH = os.path.dirname(__file__) + + +# Add current path to system path +sys.path.append(CURRENT_PATH) + +# Set en variable CRYSFML_DB to be the path to the Databases directory +os.environ['CRYSFML_DB'] = os.path.join(CURRENT_PATH, 'Databases') diff --git a/examples/.ipynb_checkpoints/srtio3-checkpoint.ipynb b/examples/.ipynb_checkpoints/srtio3-checkpoint.ipynb new file mode 100644 index 0000000..1762369 --- /dev/null +++ b/examples/.ipynb_checkpoints/srtio3-checkpoint.ipynb @@ -0,0 +1,712 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "8a365a14", + "metadata": { + "pycharm": { + "name": "#%% md\n" + } + }, + "source": [ + "# Simulation of the diffraction pattern\n", + "This notebook shows how we can create a sample (phase) from atoms and calculate diffraction profiles using both constant wavelength and time-of-flight experiment types." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "9ecc4733", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-22T16:09:43.291492Z", + "start_time": "2024-07-22T16:09:43.289513Z" + }, + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [], + "source": [ + "from bokeh.io import output_notebook\n", + "from bokeh.io import show\n", + "from bokeh.plotting import figure\n", + "import copy\n", + "import os\n", + "import numpy as np\n", + "\n", + "from pycrysfml import crysfml08lib" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d76d50fc", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-22T16:09:43.577764Z", + "start_time": "2024-07-22T16:09:43.571859Z" + }, + "pycharm": { + "name": "#%%\n" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + "
\n", + " \n", + " Loading BokehJS ...\n", + "
\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "'use strict';\n", + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " const force = true;\n", + "\n", + " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", + " root._bokeh_onload_callbacks = [];\n", + " root._bokeh_is_loading = undefined;\n", + " }\n", + "\n", + "const JS_MIME_TYPE = 'application/javascript';\n", + " const HTML_MIME_TYPE = 'text/html';\n", + " const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", + " const CLASS_NAME = 'output_bokeh rendered_html';\n", + "\n", + " /**\n", + " * Render data to the DOM node\n", + " */\n", + " function render(props, node) {\n", + " const script = document.createElement(\"script\");\n", + " node.appendChild(script);\n", + " }\n", + "\n", + " /**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + " function handleClearOutput(event, handle) {\n", + " function drop(id) {\n", + " const view = Bokeh.index.get_by_id(id)\n", + " if (view != null) {\n", + " view.model.document.clear()\n", + " Bokeh.index.delete(view)\n", + " }\n", + " }\n", + "\n", + " const cell = handle.cell;\n", + "\n", + " const id = cell.output_area._bokeh_element_id;\n", + " const server_id = cell.output_area._bokeh_server_id;\n", + "\n", + " // Clean up Bokeh references\n", + " if (id != null) {\n", + " drop(id)\n", + " }\n", + "\n", + " if (server_id !== undefined) {\n", + " // Clean up Bokeh references\n", + " const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n", + " cell.notebook.kernel.execute(cmd_clean, {\n", + " iopub: {\n", + " output: function(msg) {\n", + " const id = msg.content.text.trim()\n", + " drop(id)\n", + " }\n", + " }\n", + " });\n", + " // Destroy server and session\n", + " const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", + " cell.notebook.kernel.execute(cmd_destroy);\n", + " }\n", + " }\n", + "\n", + " /**\n", + " * Handle when a new output is added\n", + " */\n", + " function handleAddOutput(event, handle) {\n", + " const output_area = handle.output_area;\n", + " const output = handle.output;\n", + "\n", + " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", + " if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + "\n", + " const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + "\n", + " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n", + " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n", + " // store reference to embed id on output_area\n", + " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " }\n", + " if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " const bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " const script_attrs = bk_div.children[0].attributes;\n", + " for (let i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + " }\n", + "\n", + " function register_renderer(events, OutputArea) {\n", + "\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " const toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[toinsert.length - 1]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " /* Handle when an output is cleared or removed */\n", + " events.on('clear_output.CodeCell', handleClearOutput);\n", + " events.on('delete.Cell', handleClearOutput);\n", + "\n", + " /* Handle when a new output is added */\n", + " events.on('output_added.OutputArea', handleAddOutput);\n", + "\n", + " /**\n", + " * Register the mime type and append_mime function with output_area\n", + " */\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " /* Is output safe? */\n", + " safe: true,\n", + " /* Index of renderer in `output_area.display_order` */\n", + " index: 0\n", + " });\n", + " }\n", + "\n", + " // register the mime type if in Jupyter Notebook environment and previously unregistered\n", + " if (root.Jupyter !== undefined) {\n", + " const events = require('base/js/events');\n", + " const OutputArea = require('notebook/js/outputarea').OutputArea;\n", + "\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " }\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " const NB_LOAD_WARNING = {'data': {'text/html':\n", + " \"
\\n\"+\n", + " \"

\\n\"+\n", + " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", + " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", + " \"

\\n\"+\n", + " \"
    \\n\"+\n", + " \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n", + " \"
  • use INLINE resources instead, as so:
    • \\n\"+\n", + " \"
\\n\"+\n", + " \"\\n\"+\n", + " \"from bokeh.resources import INLINE\\n\"+\n", + " \"output_notebook(resources=INLINE)\\n\"+\n", + " \"\\n\"+\n", + " \"
\"}};\n", + "\n", + " function display_loaded(error = null) {\n", + " const el = document.getElementById(\"eaed963e-33dc-4f6a-8300-333af7130df7\");\n", + " if (el != null) {\n", + " const html = (() => {\n", + " if (typeof root.Bokeh === \"undefined\") {\n", + " if (error == null) {\n", + " return \"BokehJS is loading ...\";\n", + " } else {\n", + " return \"BokehJS failed to load.\";\n", + " }\n", + " } else {\n", + " const prefix = `BokehJS ${root.Bokeh.version}`;\n", + " if (error == null) {\n", + " return `${prefix} successfully loaded.`;\n", + " } else {\n", + " return `${prefix} encountered errors while loading and may not function as expected.`;\n", + " }\n", + " }\n", + " })();\n", + " el.innerHTML = html;\n", + "\n", + " if (error != null) {\n", + " const wrapper = document.createElement(\"div\");\n", + " wrapper.style.overflow = \"auto\";\n", + " wrapper.style.height = \"5em\";\n", + " wrapper.style.resize = \"vertical\";\n", + " const content = document.createElement(\"div\");\n", + " content.style.fontFamily = \"monospace\";\n", + " content.style.whiteSpace = \"pre-wrap\";\n", + " content.style.backgroundColor = \"rgb(255, 221, 221)\";\n", + " content.textContent = error.stack ?? error.toString();\n", + " wrapper.append(content);\n", + " el.append(wrapper);\n", + " }\n", + " } else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(() => display_loaded(error), 100);\n", + " }\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls == null || js_urls.length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length;\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + "\n", + " function on_error(url) {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " for (let i = 0; i < css_urls.length; i++) {\n", + " const url = css_urls[i];\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error.bind(null, url);\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " for (let i = 0; i < js_urls.length; i++) {\n", + " const url = js_urls[i];\n", + " const element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error.bind(null, url);\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n", + " const css_urls = [];\n", + "\n", + " const inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {\n", + " }\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if (root.Bokeh !== undefined || force === true) {\n", + " try {\n", + " for (let i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + "\n", + " } catch (error) {display_loaded(error);throw error;\n", + " }if (force === true) {\n", + " display_loaded();\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " } else if (force !== true) {\n", + " const cell = $(document.getElementById(\"eaed963e-33dc-4f6a-8300-333af7130df7\")).parents('.cell').data().cell;\n", + " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n", + " }\n", + " }\n", + "\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", + " run_inline_js();\n", + " } else {\n", + " load_libs(css_urls, js_urls, function() {\n", + " console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + " run_inline_js();\n", + " });\n", + " }\n", + "}(window));" + ], + "application/vnd.bokehjs_load.v0+json": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"eaed963e-33dc-4f6a-8300-333af7130df7\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"eaed963e-33dc-4f6a-8300-333af7130df7\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "output_notebook()\n", + "FIGURE_WIDTH = 990\n", + "FIGURE_HEIGHT = 300" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "d2cc80ff", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-22T16:09:43.799173Z", + "start_time": "2024-07-22T16:09:43.797413Z" + } + }, + "outputs": [], + "source": [ + "# access to Databases/magnetic_data.txt\n", + "os.environ['CRYSFML_DB'] = os.path.join(os.path.dirname(crysfml08lib.__file__), 'Databases')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "3752d741", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-22T16:13:01.060488Z", + "start_time": "2024-07-22T16:13:01.054666Z" + } + }, + "outputs": [], + "source": [ + "STUDY_DICT = {\n", + " \"phases\": [\n", + " {\n", + " \"SrTiO3\": {\n", + " \"_space_group_name_H-M_alt\": \"P m -3 m\",\n", + " #\"_space_group_name_H-M_alt\": \"P n m a\",\n", + " \"_cell_length_a\": 3.9,\n", + " \"_cell_length_b\": 3.9,\n", + " \"_cell_length_c\": 3.9,\n", + " \"_cell_angle_alpha\": 90,\n", + " \"_cell_angle_beta\": 90,\n", + " \"_cell_angle_gamma\": 90,\n", + " \"_atom_site\": [\n", + " {\n", + " \"_label\": \"Sr\",\n", + " \"_type_symbol\": \"Sr\",\n", + " \"_fract_x\": 0.5,\n", + " \"_fract_y\": 0.5,\n", + " \"_fract_z\": 0.5,\n", + " \"_occupancy\": 1,\n", + " \"_adp_type\": \"Biso\",\n", + " \"_B_iso_or_equiv\": 0.40\n", + " },\n", + " {\n", + " \"_label\": \"Ti\",\n", + " \"_type_symbol\": \"Ti\",\n", + " \"_fract_x\": 0,\n", + " \"_fract_y\": 0,\n", + " \"_fract_z\": 0,\n", + " \"_occupancy\": 1,\n", + " \"_adp_type\": \"Biso\",\n", + " \"_B_iso_or_equiv\": 0.50\n", + " },\n", + " {\n", + " \"_label\": \"O\",\n", + " \"_type_symbol\": \"O\",\n", + " \"_fract_x\": 0.5,\n", + " \"_fract_y\": 0,\n", + " \"_fract_z\": 0,\n", + " \"_occupancy\": 1,\n", + " \"_adp_type\": \"Biso\",\n", + " \"_B_iso_or_equiv\": 0.65\n", + " }\n", + " ]\n", + " }\n", + " }\n", + " ],\n", + " \"experiments\": [\n", + " {\n", + " \"NPD\": {\n", + " \"_diffrn_source\": \"nuclear reactor\",\n", + " \"_diffrn_radiation_probe\": \"neutron\",\n", + " \"_diffrn_radiation_wavelength\": 1.27,\n", + " \"_pd_instr_resolution_u\": 0.02,\n", + " \"_pd_instr_resolution_v\": -0.02,\n", + " \"_pd_instr_resolution_w\": 0.12,\n", + " \"_pd_instr_resolution_x\": 0.0015,\n", + " \"_pd_instr_resolution_y\": 0,\n", + " \"_pd_instr_reflex_asymmetry_p1\": 0,\n", + " \"_pd_instr_reflex_asymmetry_p2\": 0,\n", + " \"_pd_instr_reflex_asymmetry_p3\": 0,\n", + " \"_pd_instr_reflex_asymmetry_p4\": 0,\n", + " \"_pd_meas_2theta_offset\": 0,\n", + " \"_pd_meas_2theta_range_min\": 1,\n", + " \"_pd_meas_2theta_range_max\": 140,\n", + " \"_pd_meas_2theta_range_inc\": 0.05,\n", + " \"_phase\": [\n", + " {\n", + " \"_label\": \"SrTiO3\",\n", + " \"_scale\": 1\n", + " }\n", + " ],\n", + " \"_pd_background\": [\n", + " {\n", + " \"_2theta\": 1,\n", + " \"_intensity\": 20\n", + " },\n", + " {\n", + " \"_2theta\": 140,\n", + " \"_intensity\": 20\n", + " }\n", + " ]\n", + " }\n", + " }\n", + " ]\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "80f17cdc", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-22T16:13:01.402554Z", + "start_time": "2024-07-22T16:13:01.398813Z" + } + }, + "outputs": [], + "source": [ + "# Help functions\n", + "\n", + "def path_to_desired(file_name:str):\n", + " return os.path.join(os.getcwd(), file_name)\n", + "\n", + "def phase_name_by_idx(study_dict:dict, phase_idx:int=0):\n", + " return list(study_dict['phases'][phase_idx].keys())[phase_idx]\n", + "\n", + "def space_group_by_phase_idx(study_dict:dict, phase_idx:int=0):\n", + " phase_name = phase_name_by_idx(study_dict, phase_idx)\n", + " return study_dict['phases'][phase_idx][phase_name]['_space_group_name_H-M_alt']\n", + "\n", + "def set_space_group_by_phase_idx(study_dict:dict, phase_idx:int, space_group:str):\n", + " phase_name = phase_name_by_idx(study_dict, phase_idx)\n", + " study_dict['phases'][phase_idx][phase_name]['_space_group_name_H-M_alt'] = space_group\n", + "\n", + "def compute_pattern(study_dict:dict):\n", + " _, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays\n", + " y = y.astype(np.float64)\n", + " return y" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "528e804d5d15225e", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-22T16:13:01.626731Z", + "start_time": "2024-07-22T16:13:01.586998Z" + } + }, + "outputs": [], + "source": [ + "desired = np.loadtxt(path_to_desired('srtio3-pmmm-pattern_Andrew-ifort.xy'), unpack=True)\n", + "_, desired = np.loadtxt(path_to_desired('srtio3-pm3m-pattern_Nebil-ifort.xy'), unpack=True)\n", + "desired = desired - 20.0 # remove background\n", + "study_dict = copy.deepcopy(STUDY_DICT)\n", + "set_space_group_by_phase_idx(study_dict, phase_idx=0, space_group='P n m a')\n", + "actual = compute_pattern(study_dict)\n", + "actual = actual * 1000" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "f556cc94", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-22T16:13:01.768360Z", + 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gQNwkBoGVwx9ADEYldQIaHkBwXwfOGZEcQKD4MeauJRtATIQNT6/UGUAIzhlR2psYQCjLEMe6eBdA1N7gC5NpFkDolbIMcWwVQOQUHcnlfxRAGJXUCWiiE0BQ/Bhz19ISQDhFR3L5DxJA1CtlGeJYEUAkbHh6pawQQCjChqdXChBAOIC3QILiDkCoxks3icENQFhSJ6CJsAxAsEfhehSuC0AIJCh+jLkKQBjiWBe30QlA+Chcj8L1CED4deCcESUIQACaCBueXgdAqOhILv+hBkA430+Nl+4FQOAkBoGVQwVAUOOlm8SgBEDAwRcmUwUEQBjAWyBBcQNAiIVa07zjAkDQO07RkVwCQHg2qz5X2wFAWJ+rrdhfAUDwycNCrekAQBDgLZCgeABAQDVeukkMAECg5h2n6Ej/PwCI9NvXgf4/MKK0N/jC/T9ANV66SQz9P9A7TtGRXPw/UGIQWDm0+z/gT42XbhL7P4AExY8xd/o/wNMrZRni+T+gvcEXJlP5P0Bpb/CFyfg/EIPAyqFF+D8wsp3vp8b3PwCjkjoBTfc/wPyH9NvX9j/Aawn5oGf2P5BDi2zn+/U/4NeBc0aU9T8A1XjpJjH1P5CO5PIf0vQ/EFg5tMh29D8A3gIJih/0P/BztRX7y/M/0BlR2ht88z+wz9VW7C/zP8BkqmBUUvs/MEymCkYl+z+QQ4ts5/v6P/BKWYY41vo/wA6cM6K0+j+A4seYu5b6P0DG3LWEfPo/YGZmZmZm+j+AFtnO91P6PxCDwMqhRfo/EKwcWmQ7+j/w5GGh1jT6P8CGp1fKMvo/8ORhodY0+j8QrBxaZDv6P2CIY13cRvo/oM2qz9VW+j+Q1AloImz6P+Dw9EpZhvo/UHuDL0ym+j9gIEHxY8z6PxDgLZCg+Po/QBNhw9Mr+z9gZmZmZmb7P/CFyVTBqPs/MHctIR/0+z8wOpLLf0j8PxAtsp3vp/w/4E+Nl24S/T/QAN4CCYr9P0BFR3L5D/4/UHuDL0ym/j9AAU2EDU//P9jw9EpZBgBA4OmVsgxxAEAooImw4ekAQKibxCCwcgFA6D+k374OAkAARPrt68ACQADnjCjtjQNAsOpztRV7BEBY7C+7J48FQOCTh4Va0wZAUEATYcNTCEDgRgN4CyQKQBBxrIvbaAxAoDOitDd4D0Dw0k1iEBgSQOiuJeSDXhZAcBsN4C0QH0BwrIvbaKAoQHA9CtejcDVArK3YX3YnQ0DWxW00gJdQQGWqYFRS71pApHA9CtcfZEDWVuwvu21rQILix5i783BAyJi7lpDlckAeFmpN8+ZyQD0K16Nw93BAp+hILv93a0A3iUFg5SpkQFyxv+yeBFtANBE2PL2qUEDu68A5I0pDQFLaG3xhsjVAiKdXyjIkKUCmm8QgsBIgQNS84xQdiRdAeHqlLENcE0Bcj8L1KBwRQHBWfa62Yg9AEAIrhxZZDUBoAG+BBMULQIjbaABvgQpAKJf/kH57CUCAUUmdgKYIQCgPC7Wm+QdAkFz+Q/ptB0AAeAskKP4GQEh7gy9MpgZAOIC3QIJiBkDQZtXnaqsDQABvgQTFjwNAyLEubqOBA0DIKTqSy38DQID7OnDOiANA0PdT46WbA0AQnDOitLcDQJhliGNd3ANAgPs6cM4IBEDQXUvIBz0EQKAzorQ3eARA8Hw/NV66BECIY13cRgMFQDgRNjy9UgVA8IXJVMGoBUCI61G4HgUGQPBBz2bVZwZAcF8HzhnRBkAARPrt60AHQKDvp8ZLtwdAiDjWxW00CEC4HoXrUbgIQHAbDeAtEApAiMlUwaikCkA4GsBbIEELQBBhw9Mr5QtAAPd14JyRDED429eBc0YNQKCSOgFNBA5AeMcpOpLLDkCwUGuad5wPQJRDi2znOxBAyHa+nxqvEEAQLbKd7ycRQNgS8kHPphFAsL/snjwsEkC4HoXrUbgSQLSd76fGSxNA2BLyQc/mE0DQAN4CCYoUQDD/If32NRVAmJAPejbrFUC0N/jCZKoWQExiEFg5dBdARGlv8IVJGEB8pSxDHCsZQNRvXwfOGRpAhOLHmLsWG0DAFyZTBSMcQMgpOpLLPx1AIPRsVn1uHkBwPQrXo7AfQMBbIEHxgyBAJnUCmgg7IUACmggbnv4hQBxaZDvfzyJAyLq4jQawI0CqglFJnaAkQGx4eqUsoyVADCQofoy5JkBKWYY41uUnQLQ3+MJkKilAmCoYldSJKkBIv30dOAcsQIQvTKYKpi1AmEwVjEpqL0BANV66SawwQAgbnl4puzFAMCqpE9DkMkCwcmiR7Sw0QJwRpb3BlzVA7nw/NV4qN0CYbhKDwOo4QI51cRsN4DpA3nGKjuQSPUB24JwRpY0/QINRSZ2ALkFAVcGopE7IQkBLWYY41p1EQDQzMzMzu0ZAjlN0JJcvSUBKDAIrhw5MQJoqGJXUcU9AAiuHFtm+UUAtsp3vpzZUQGsr9pfdW1dAliGOdXG/W0DiWBe30WphQBHHuriNGmhAtRX7y+73ckC1pnnHKa6AQJ+rrdjf2Y5A30+Nly4snEALtaZ5p1uoQNIA3gJpfLNAKe0NvmCCvEDGbTSAd/TCQD2bVZ/ry8ZAlPYGX0CpyEAGEhQ/3ubHQBrAWyCxysRA/fZ14ARSwEAvbqMBzDy3QMPTK2X5Ka5Aj1N0JDcBokB3vp8aLxyUQFD8GHPXuIVAeJyiI7n3d0AAb4EExd9sQK8l5IOexWNA1sVtNIBfXkDZPXlYqBVZQG8Sg8DKgVVAw9MrZRnKUkBcIEHxY5hQQKROQBNhi01A0GbV52qbSkCuJeSDnv1HQOY/pN++vkVArrZif9nNQ0CvJeSDnh1CQF3cRgN4o0BAzBDHuritPkAa4lgXt2E8QPKwUGuaVzpAvHSTGASGOEC+wRcmU+U2QObQItv5bjVA6Gor9pcdNEDOO07RkewyQJyiI7n81zFAlPYGX5jcMECsi9toAO8vQJT2Bl+YTC5APJtVn6vNLEAg9GxWfW4rQHjpJjEILCpApE5AE2EDKUCKjuTyH/InQNhfdk8e9iZABMWPMXcNJkC8lpAPejYlQHL5D+m3byRALIcW2c63I0DMEMe6uA0jQI4G8BZIcCJAkA96NqveIUBkXdxGA1ghQM73U+Ol2yBAmuYdp+hoIEBYObTIdv4fQOwENBE2PB9AKMKGp1eKHkAQLbKd7+cdQBSuR+F6VB1AdNcS8kHPHEDw0k1iEFgcQDg8vVKW4RtAoNY07ziFG0BM6gQ0ETYbQPigZ7Pq8xpArPpcbcW+GkCE4seYu5YaQNAZUdobfBpAyHa+nxpvGkAcfGEyVXAaQBzr4jYagBpA5PIf0m+fGkAgFmpN884aQBxaZDvfDxtANMSxLm5jG0AIG55eKcsbQJzmHafoSBxAWFuxv+zeHEAAb4EExY8dQOiuJeSDXh5ABCuHFtlOH0CKsOHplTIgQIj029eB0yBAWmQ730+NIUDAWyBB8WMiQHh6pSxDXCNAzhlR2ht8JEC0WfW52solQIxs5/upUSdAeHqlLEMcKUDwOEVHcjkrQMxdS8gHvS1AjNtoAG9hMEDqBDQRNjwyQCKOdXEbnTRATtGRXP7zN0CqglFJnWA9QFCNl24S00NAMlUwKqlzTkBWDi2ynUNaQHS1FfvL9mdAU5YhjnWwdUCBBMWPMaKCQDxO0ZFcqY1ApSxDHKualUAJG55e6ZucQK8l5IMeIqFA5dAi25l0okDjNhrAG8+hQA8LtaY52p5A78nDQu0fmEDr4jYaQB6RQAfwFkhQK4ZAGw3gLZB0ekC4rwPnjKZtQHGsi9toLmBAWMoyxLE6UkCwcmiR7aRGQOOlm8QgCEBAfPKwUGtaOUCmeccpOnI1QJxVn6utyDJAqMZLN4nBMEDoSC7/IT0uQKA8LNSahitAALwFEhQ/KUDG3LWEfFAnQLQ3+MJkqiVAqmBUUidAJEDWVuwvuwcjQETY8PRK+SFAkH77OnAOIUAYc9cS8kEgQKwcWmQ7Hx9ASAN4CyToHUC4QILix9gcQAiBlUOL7BtAAN4CCYofG0DoHafoSG4aQPRKWYY41hlAoEW28/1UGUDUmuYdp+gYQABvgQTFjxhAgPs6cM5IGEA0ETY8vRIYQEBXW7G/7BdAvHSTGATWF0BYqDXNO84XQGhv8IXJ1BdA1N7gC5PpF0BcIEHxYwwYQAQ0ETY8PRhAJNv5fmp8GEDQAN4CCcoYQIRRSZ2AJhlAxGSqYFSSGUBYqDXNOw4aQOyePCzUmhpA1E1iEFg5G0DsDb4wmeobQOSlm8QgsBxAQPFjzF2LHUDMoUW2830eQOzrwDkjih9Afoy5awlZIEB4eqUsQ/wgQI4G8BZIsCFALEMc6+J2IkAYBFYOLVIjQGrecYqORCRAqhPQRNhQJUDSkVz+Q3omQKK0N/jCxCdA3Pl+arw0KUB0+Q/pt88qQLAubqMBnCxAVAWjkjqhLkBqTfOOU3QwQB6F61G4vjFAZvfkYaE2M0DAfR04Z+Q0QDSAt0CC0jZAklz+Q/oNOUBkqmBUUqc7QJJc/kP6LT5AEoPAyqHlQEDjpZvEIBBDQPFjzF1LuEVAQMbctYQkSUCoV8oyxAFOQPCnxks3BVNA1XjpJjG4WkDmriXkg1ZlQFkXt9EA5XJAx7q4jYZrgUA830+Nl32PQAKaCBte15pAb4EExU8gpUDLEMe6OGKuQPRsVn0u2LNAFD/G3KVst0ALJCh+3Ne4QAyTqYLBmLdA4C2QoFghtECASL99fQavQLdif9k9taVApb3BF2a9m0D129eBs1mQQOSDns0qJIJA6Gor9peqc0BYqDXNOxhmQA6+MJkqbFtARrbz/dRYU0AGgZVDi1ROQMQgsHJoUUlAtoR80LPRRUCh1jTvOB1DQKjGSzeJ6UBAvCcPC7UmPkDs4jYawAs7QDDdJAaBZThAIGPuWkIeNkCi1jTvOCU0QCKOdXEbbTJAejarPlfrMEAEK4cW2S4vQIRa07zj1CxAsJRliGO9KkDk0CLb+d4oQFK4HoXrMSdAcvkP6bevJUDecYqO5FIkQCxDHOviFiNADpwzorT3IUDgLZCg+PEgQBi30QDeAiBAHFpkO99PHkDMoUW2870cQFwgQfFjTBtAEJwzorT3GUAgH/RsVr0YQLTIdr6fmhdAeE8eFmqNFkBsK/aX3ZMVQJTUCWgirBRAhFrTvOPUE0Cw4emVsgwTQOBPjZduUhJA+HXgnBGlEUDcJAaBlQMRQOjZrPpcbRBAMKK0N/jCD0AAvAUSFL8OQLAl5IOezQ1AkFz+Q/rtDECQMXctIR8MQDj4wmSqYAtAGARWDi2yCkCI0t7gCxMKQPgP6bevgwlAwDkjSnsDCUDAqKROQJMIQLBZ9bnaCglA6Iwo7Q2+CEBQjZduEoMIQHg2qz5XWwhAmOYdp+hICEAg0m9fB04IQJBc/kP6bQhAIGx4eqWsCECQwvUoXA8JQMh/SL99nQlAGFHaG3xhCkDoUbgehWsLQJDtfD813gxAeIMvTKYKD0DEjzF3LWERQNwkBoGVAxVALNSa5h2nHED+snvysFAmQKAaL90kBjNAlkOLbOeTQEAcnl4py/BLQFRSJ6CJCFZAZDvfT433X0CSXP5D+iNlQNO84xQdVWlAsp3vp8ZTa0B0tRX7y2xqQFyPwvUo8GZASOF6FK7/YUDkFB3J5atZQFRSJ6CJwFBAnzws1Jo+REBYyjLEsS43QHicoiO5PCpAzF1LyAc9H0BInYAmwsYUQIAdOGdEaQ9ACD2bVZ8rCkDot68D5wwHQKikTkAT4QRAqFfKMsQxA0BYMCqpE9ABQNjO91PjpQBA4Pup8dJN/z/AMJkqGJX9P/AGX5hMFfw/gKdXyjLE+j+A8rBQa5r5P8AgsHJokfg/gMlUwaik9z/gg57Nqs/2P8CYu5aQD/Y/sKROQBNh9T/A9Shcj8L0P+AtkKD4MfQ/0O7Jw0Kt8z+g374OnDPzP6BOQBNhw/I/YI/C9Shc8j8A8BZIUPzxP6BwPQrXo/E/ULgehetR8T+gGi/dJAbxP0CSy39Iv/A/kMt/SL998D/AbTSAt0DwP9B46SYxCPA/wCcPC7Wm7z+g1jTvOEXvP6BMFYxK6u4/gOLHmLuW7j+g5h2n6EjuPwC8BRIUP/I/YKpgVFIn8j/gT42XbhLyP3Csi9toAPI/sBPQRNjw8T8AMuauJeTxP/BaQj7o2fE/IOJYF7fR8T9gIEHxY8zxP0Bpb/CFyfE/YBBYObTI8T8gwoanV8rxPyDSb18HzvE/wOyePCzU8T+QZYhjXdzxPxDpt68D5/E/wMqhRbbz8T8Qt9EA3gLyPxCuR+F6FPI/0FbsL7sn8j+wtmJ/2T3yP8B0kxgEVvI/cD0K16Nw8j/QEMe6uI3yP9DuycNCrfI/cNcS8kHP8j/AyqFFtvPyP7DIdr6fGvM/MCqpE9BE8z/g6ZWyDHHzPyAN4C2QoPM/cOf7qfHS8z/QeOkmMQj0P8BtNIC3QPQ/QMbctYR89D9AguLHmLv0P0BO0ZFc/vQ/MCqpE9BE9T8gFmpN8471PwASFD/G3PU/0Ha+nxov9j/wl92Th4X2P3DOiNLe4PY/wG00gLdA9z/gzvdT46X3P0BFR3L5D/g/wCk6kst/+D/wKFyPwvX4P8CYu5aQD/U/4K4l5IOe9T+AONbFbTT2P7A1zTtO0fY/MP8h/fZ19z+QQWDl0CL4PzCpE9BE2Pg/8I5TdCSX+T/ASzeJQWD6PxCMSuoENPs/wKikTkAT/D8gp+hILv/8P6AzorQ3+P0/kFN0JJf//j9g3EYDeAsAQADeAgmKnwBAWLG/7J48AUDAWyBB8eMBQKCJsOHplQJAGGpN845TA0Cw2F92Tx4EQIAExY8x9wRAeC0hH/TsBUCgPCzUmuYGQBhIUPwY8wdAGK5H4XoUCUDQzMzMzEwKQJAxdy0hnwtAQL1SliEODUBY07zjFJ0OQEgDeAskKBBA2F92Tx4WEUBAYOXQIhsSQLSmeccpOhNAgATFjzF3FED0SlmGONYVQAQSFD/GXBdAHJ5eKcsQGUBg5dAi2/kaQIy5awn5IB1AjErqBDSRH0B46SYxCCwhQKROQBNhwyJAmnecoiOZJEBeKcsQx7omQCgPC7WmOSlAII51cRstLECc76fGS7cvQH6utmJ/CTJAOiNKe4PfNEC0N/jCZPo4QNhfdk8e5j9ALpCg+DGmRkCsi9toADtSQEVHcvkPH2BAeAskKH5obUCyne+nxiR6QGlv8IXJ24VAD5wzojTckEClvcEX5sKXQIhjXdyGap5AXdxGA/iVoUAr9pfd00KiQPLSTWJQ/aBAuK8D50xwnEB6Nqs+l4qVQCzUmuYdsY1AKxiV1Am+gkAFo5I6AfF1QM/3U+OlZWhAp3nHKTrmWkCgibDh6U1PQOY/pN++XkRAqvHSTWIQPkA4+MJkqmA4QAajkjoB3TRABhIUP8ZcMkBeS8gHPWswQOSDns2qry1AwA6cM6IUK0D0Qc9m1ecoQNzXgXNGFCdA7uvAOSOKJUCUqYJRST0kQE7RkVz+IyNAZvfkYaE2IkA6AU2EDW8hQN4kBoGVwyBAmLuWkA86IEBMhA1Pr5QfQLQ3+MJkaiBAYHZPHhYqIEC06nO1FfsfQLxJDAIrxx9A9GxWfa62H0AMT6+UZcgfQJRDi2zn+x9ADk+vlGUoIECkcD0K12MgQHA9CtejsCBArK3YX3YPIUBw8IXJVIEhQPIf0m9fByJAiGNd3EajIkAsQxzr4lYjQGrecYqOJCRA5GGh1jQPJUDSkVz+QxomQCigibDhSSdA4AIJih+jKEB46SYxCCwqQAhfmEwV7CtAXCBB8WPsLUDqc7UV+xswQDxO0ZFcbjFALv8h/fb1MkCuJeSDnr00QIhjXdxG0zZA1CtlGeJIOUAs1JrmHTc8QBbZzvdTwz9At9EA3gIZQkC7Jw8LtQ5FQNy1hHzQg0lAYhBYObSsUECjI7n8h3BYQCGwcmiROWRA5WGh1jQackA/V1uxv2+AQIxK6gS0xYxAUWuad1yLl0DOiNLeoLmhQAN4CySIWahA4C2QoBharkCDUUmdABGxQEvIBz3rN7FA8WPMXSsnr0Bjf9k9OWapQMsQx7pYxqJAH/RsVn1MmUBd/kP67U6PQDhnRGnvDIJAzojS3uDvc0CP5PIf0h9mQL99HThnSFpAexSuR+GOUUCKsOHplWpKQDJ3LSEflEVAOPjCZKpwQkCrPldbsR9AQKrx0k1ikDxAggTFjzGHOUBCYOXQIvs2QOC+Dpwz0jRAmggbnl75MkBYW7G/7G4xQMoyxLEuDjBAFPJBz2a1LUDQs1n1uZorQBwN4C2QwClAPArXo3AdKEDS3uALk6kmQMrDQq1pXiVA9GxWfa42JEB2cRsN4C0jQKpgVFInQCJAJsKGp1dqIUAMtaZ5x6kgQIBIv30d+B9AdCSX/5C+HkA0xLEubqMdQIiFWtO8oxxAzF1LyAe9G0CwA+eMKO0aQFDaG3xhMhpAtFn1udqKGUCgZ7Pqc/UYQODplbIMcRhAXLG/7J78F0BkO99PjZcXQHDwhclUQRdA8DhFR3L5FkDkFB3J5b8WQEyEDU+vlBZAnDOitDd4FkBgukkMAmsWQLBH4XoUbhZA4OALk6mCFkBAz2bV56oWQNTe4AuT6RZAbHh6pSxDF0A41sVtNMAXQExiEFg5dBhAOEVHcvmPGUAEo5I6AY0bQOCcEaW9gR9AGuJYF7fRI0BInYAmwuYrQGiR7Xw/ZTVArthfdk/mQECqz9VW7BdKQIbJVMGoBFNAA3gLJCiqWUAukKD4MbJfQIv9ZffkwWFAQKTfvg7uYUDVeOkmMU5gQBPyQc9m4VpATmIQWDlEVEBk7lpCPkhMQOPHmLuWoEJACD2bVZ/7N0BsTfOOU9QvQK5H4XoUDidA7OI2GsC7IkAs1JrmHccgQNAi2/l+6h9ABCuHFtlOH0AECYofYy4fQHhPHhZqzR9AAgmKH2MOIEAs9pfdk0cgQACRfvs6kCBASL99HTjnIEBc/kP67UshQOiMKO0NviFABFYOLbI9IkB6pSxDHMsiQLwnDwu1ZiNAjErqBDQRJEBe3EYDeMskQEoMAiuHliVAwMqhRbZzJkBO845TdGQnQNAi2/l+aihAgLdAguKHKUBYW7G/7L4qQMRkqmBUEixAFGHD0yuFLUCY/5B++xovQCS5/If0azBAOGdEaW9gMUDMEMe6uG0yQNijcD0KlzNA2qz6XG3FNECI9NvXgTM2QOxRuB6FyzdA+qBns+qTOUD4wmSqYJQ7QNjw9EpZ1j1AppvEILAyQECrPldbsadBQLRZ9bnaUkNAV1uxv+w+RUDS3uALk3lHQM6qz9VWFEpALv8h/fYlTUDsL7snD2dQQCzUmuYdn1JAguLHmLtqVUBrK/aX3TdZQJoIG55eGV9AXrpJDALXZECgGi/dJGZvQMzuycNCe3pADr4wmSrLh0DysFBrGmqVQF3+Q/oNcaJAeqUsQ5yZrUBvEoPAWtS1QFpkO98/Xr1AqaROQIPswUDMf0i/nbrDQDqSy3+ge8NAFK5H4WpGwUCdEaW9waq7QO5aQj74H7RAqRPQRJi+qkBpb/CFiV6gQLIubqPBwpJAtFn1udrBhEB0RpT2BlB3QKrx0k1iSmxAK/aX3ZNTY0B24JwRpYVdQDJVMCqpR1hAZohjXdzGVECTGARWDiVSQMbctYR8CFBARBzr4jaSTEBg5dAi26FJQCZTBaOSIkdA5WGh1jT/REBX7C+7JydDQK8l5IOejUFADk+vlGUoQECu2F92T949QLwnDwu1tjtAHhZqTfPOOUCS7Xw/NR44QAQ0ETY8nTZA9ihcj8JFNUCKQWDl0BI0QI51cRsNADNAthX7y+4JMkCSOgFNhC0xQNR46SYxaDBArM/VVuxvL0Aw/yH99jUuQMgpOpLLHy1ACBueXikrLECEwMqhRVYrQOQUHcnlnypAZKpgVFIHKkDMqs/VVowpQHTXEvJBLylAVHQkl//wKECYkA96NmsoQOALk6mCcShAdAKaCBueKECEns2qz/UoQHRGlPYGfylAqApGJXVCKkCU9gZfmEwrQFSWIY51sSxASHL5D+mXLkA+CtejcK0wQAIJih9j7jJAGJXUCWgiN0A+V1uxv6w/QHpYqDXNm0hA6SYxCKzkVECgGi/dJC5iQGaIY13cum5AC7WmecdmeEAbnl4py+KBQP2H9NtX+4dAJ8KGp9c4jUBSSZ2AJhOQQKpgVFKnw49AFvvL7sk0jECz6nO1FaWGQCzUmuadioBAZapgVFIgdkBWDi2ynV9rQNAi2/l+7l9Axty1hHwwUkB4eqUsQ2RFQGBUUiegmTtA3pOHhVojNEBuNIC3QFIwQIyXbhKDQCxApL3BFyZTKUBsVn2utiInQNxoAG+BZCVA2KNwPQr3I0CAt0CC4sciQCQGgZVDyyFARpT2Bl/4IEDUmuYdp0ggQHRxGw3gbR9AWDm0yHZ+HkDMXUvIB70dQITJVMGoJB1AcIEExY+xHEDEjzF3LWEcQDirPldbMRxAVOOlm8QgHEB0tRX7yy4cQHw2qz5XWxxAoDws1JqmHEAY4lgXtxEdQFgXt9EAnh1AsCXkg55NHkA0xLEubiMfQDarPldbESBAKhiV1AmoIEBGlPYGX1ghQLzjFB3JJSJA+MJkqmAUI0BGR3L5DykkQArXo3A9aiVA5PIf0m/fJkBsxf6ye5IoQKyt2F92jypAoPgx5q7lLEDwp8ZLN6kvQJxVn6uteDFA9rnaiv11M0B4eqUsQ+w1QG4Sg8DKITlA4umVsgzBPUDl8h/Sb7dCQMbctYR8AEpA9dvXgXNeVECJQWDl0IxhQGaIY13cYm9AbcX+snuKe0DOqs/VVtyGQJ0Rpb0BlpFAppvEIPDOmEBoAG+BhOSfQOM2GsDbkqJAmggbnj56o0AUP8bcdVWiQJM6AU3EGJ9AiGNd3Ebpl0DnHafoCMSQQO0NvjCZk4VAaW/whcnGeUD1SlmGODhtQMHKoUW2VWBAZRniWBcTU0AaUdobfJlIQIV80LNZ3UFAbOf7qfGCPECqE9BE2BA4QApoImx46jRAEOm3rwN3MkBmiGNd3HYwQEzqBDQRli1A4JwRpb3BKkBkGeJYF1coQFBrmnecQiZAaJHtfD91JED67evAOeMiQBi30QDegiFAImx4eqVMIECkI7n8h3QeQFxkO99PjRxAmCGOdXHbGkCcEaW9wVcZQFyxv+ye/BdAvMEXJlPFFkA8m1Wfq60VQGzF/rJ7shRAHJ5eKcvQE0D029eBcwYTQKg1zTtOURJA5KWbxCCwEUD8ZffkYSERQEzzjlN0pBBA8PRKWYY4EEBgKcsQx7oPQBClvcEXJg9A4LWEfNCzDkCIDU+vlGUOQHjgnBGlPQ5AIOviNhpADkDAQq1p3nEOQGAHzhlR2g5AGD/G3LWED0BUBaOSOkEQQNAZUdob/BBAlKmCUUkdEkB0ApoIGx4SQFhbsb/s3hVA7HO1FfuLHUBAxty1hJwmQBi30QDe4jJAa5p3nKIrQED45GGh1uxKQNbFbTSAF1VAyqFFtvONXkB3vp8aL0VkQLAD54wof2hAxSCwcmi5akBfmEwVjDZqQCGwcmiRJWdA54wo7Q2EYkC6uI0G8AJbQIqO5PIfFlJA+u3rwDl7RkB+rrZif3k6QKBeKcsQpy5A4umVsgxxIkDwhclUwWgYQFSWIY51MRJASDeJQWDlDUAYJlMFoxIKQIAExY8xdwdAKA8LtaZ5BUBgj8L1KNwDQHA0gLdAggJAILn8h/RbAUCwHFpkO18AQLDRAN4CCf8/IAaBlUOL/T9gsb/snjz8P4Ba07zjFPs/UOwvuycP+j+g+DHmriX5P+AbfGEyVfg/gPKwUGua9z8AGXPXEvL2PyAxCKwcWvY/MIlBYOXQ9T9wb/CFyVT1P3DecYqO5PQ/cCSX/5B+9D+g6Egu/yH0PyDSb18HzvM/AIj029eB8z/QXUvIBz3zP0BO0ZFc/vI/wAUSFD/G8j9wK/aX3ZPyP9AS8kHPZvI/ALwFEhQ/8j8AzhlR2hvyP3CcoiO5/PE/MIC3QILi8T/wc7UV+8vxP6B3nKIjufE/sDf4wmSq8T/QBz2bVZ/xP2A730+Nl/E/AH9qvHST8T8QJlMFo5LxP8AwmSoYlfE/8J48LNSa8T+gcD0K16PxP3DecYqO5PA/YNXnaiv28D/wL7snDwvxPzAawFsgQfE/0DtO0ZFc8T9gbcX+snvxP3ACmggbnvE/EPvL7snD8T+wA+eMKO3xP9BvXwfOGfI/YJhMFYxK8j/g0CLb+X7yP9DFbTSAt/I/oCO5/If08j9wke18PzXzP4AUrkfhevM/4Kz6XG3F8z8QrkfhehT0P4AdOGdEafQ/oE5AE2HD9D9wmnecoiP1P9AA3gIJivU/UC7/If329T+we/KwUGv2PxDpt68D5/Y/sHvysFBr9z8Q4C2QoPj3P5DC9Shcj/g/IHxhMlUw+T8AEhQ/xtz5P8AwmSoYlfo/gDarPldb+z8gfGEyVTD8P/AGX5hMFf0/0IjS3uAL/j9QDAIrhxb/P9D3U+OlGwBAuB6F61G4AEBwVn2utmIBQLBQa5p3HAJAuGsJ+aDnAkAwsp3vp8YDQCDb+X5qvARAsJ3vp8bLBUC4Yn/ZPfkGQAiTqYJRSQhA4JwRpb3BCUDwycNCrWkLQIA/NV66SQ1AeC0hH/RsD0A4Z0Rpb/AQQJghjnVxWxJAGLfRAN4CFECEwMqhRfYVQJB++zpwThhA1E1iEFg5G0AcyeU/pB8fQOTyH9JvfyJAfoy5awmZJ0C4jQbwFrgwQDojSnuDfzpAhqdXyjKkRkAaUdobfLFTQO/Jw0Ktp2BAn82qz9VsakB6xyk6kmdzQKabxCCwKnpApU5AE+EWgEB2cRsNYO2BQBkEVg4t/oFAR3L5D2lDgECASL99HaF6QKW9wRcm4XNAa5p3nKI9a0AE54wo7UlhQKrx0k1isFRAjErqBDQZSEBQa5p3nMI8QLIubqMBrDJAoKut2F9WK0AyVTAqqVMmQECk374OnCNAGsBbIEHxIUB4LSEf9MwgQDhnRGlv8B9AvJaQD3q2HkDck4eFWtMdQJwzorQ3OB1AtMh2vp/aHEAYSFD8GLMcQLAubqMBvBxAjGzn+6nxHEDgC5OpglEdQPBaQj7o2R1AKMKGp1eKHkD87evAOWMfQDQRNjy9MiBA0t7gC5PJIEC62or9ZXchQOiMKO0NPiJAyCk6kssfI0BWfa62Yh8kQFTBqKROQCVALrKd76eGJkCAJsKGp/cnQGDD0ytlmSlAbAn5oGdzK0AEK4cW2Y4tQLy4jQbw9i9A6revA+dcMUDc14FzRvQyQOomMQiszDRA+qBns+rzNkCyLm6jAXw5QK62Yn/ZfTxAnu+nxksPQEBhMlUwKlFCQIPAyqFFTkVAyCk6ksu3SUBCz2bV55pQQK8l5IOeuVdAPnlYqDXtYkBtVn2utk9wQBlz1xLysXxAgnNGlHaQiEBJnYAmQtaTQJYhjnWxtp1AlPYGX9hypECU9gZfeLWpQEi/fR1YWa1AaQBvgWQ6rkCrPldbcQisQClcj8I1hKdA6Nms+pz2oUAbL90kBiGZQCS5/If0NJBAAiuHFtmBg0AXSFD8GGl2QLx0kxgEjGlAVHQkl/+AXkBseHqlLA9UQEzIBz2bfU1Axv6ye/KoR0Dgvg6cMwJEQGZmZmZmZkFACKwcWmS7PkAoXI/C9Wg7QDQRNjy9ojhAJjEIrBxKNkCamZmZmUk0QIxK6gQ0kTJAMgisHFoUMUDEZKpgVJIvQMiYu5aQTy1AbAn5oGdTK0A0VTAqqZMpQLhrCfmgByhADk+vlGWoJkDkpZvEIHAlQO5aQj7oWSRA4JwRpb1hI0D4MeauJYQiQK7YX3ZPviFAWoY41sUNIUBUUiegiXAgQLQV+8vuyR9AiNLe4AvTHkDsfD81XvodQOiMKO0NPh1AIP32deCcHECEns2qzxUcQNSa5h2nqBtAFPJBz2ZVG0BA6Nms+hwbQORYF7fRABtA+A/pt68DG0CYTBWMSiobQCBj7lpCfhtAoImw4ekVHEDUVuwvuycdQKQjufyHNB9ACBueXimrIUD0jlN0JDcmQJwIG55eSS5A4jYawFtgNkCzDHGsixNBQO4NvjCZqklAio7k8h9eUkDn+6nx0olYQJbUCWgiPF5AVHQkl/8EYUDxY8xdS2BhQIv9ZffkD2BAFB3J5T8MW0BQjZduEu9UQIJzRpT2Hk5AoWez6nN9RECGWtO84yQ7QDoBTYQNTzJAgEi/fR14KkCye/KwUCslQOhqK/aXnSJAuvyH9Nt3IUBYW7G/7P4gQAwCK4cW2SBArD5XW7HfIEDCFyZTBQMhQFyxv+yePCFA7snDQq2JIUAMcayL2+ghQLaEfNCzWSJAsi5uowHcIkDkpZvEIHAjQGb35GGhFiRAVFInoInQJEACvAUSFJ8lQDLmriXkgyZA/kP67euAJ0BIlPYGX5goQLAD54wozSlANIC3QIIiK0B4eqUsQ5wsQHRGlPYGPy5AKhiV1AkIMECY/5B++woxQHjpJjEILDJAVp+rrdhvM0B6WKg1zds0QLyWkA96djZAZF3cRgNIOECYu5aQD1o6QPAWSFD8uDxApHA9CtdzP0AQWDm0yE5BQLraiv1lJ0NAJCh+jLlTRUBCPujZrOpHQP5D+u3rEEtAaERpb/ANT0CYTBWMSkJSQMe6uI0GfFZAoKut2F/yXUA51sVtNCZmQMZtNIC3FHJAcF8Hzhk3f0DdtYR80AOLQHS1FftLgZZA7uvAOQOaoUBDHOviln+pQBKlvcEX+rBA8tJNYjCptEB9rrZij9W2QGN/2T1ZybZAtTf4wgSJtEBmiGNdXM+wQINRSZ0gKalA6Ugu/8FPoUDf4AuTqRKWQN/gC5OpcopAgEi/fR2MfkAr9pfdk7txQB1aZDvf02VAcPCFyVS1XUBAE2HD03NWQMZtNIC3VFJACkYldQJST0CKsOHplWpLQOauJeSDVkhA1QloImzQRUB4eqUsQ7RDQDLmriXk60FAj8L1KFxnQEAw3SQGgTU+QH6utmJ/+TtAJCh+jLkLOkDix5i7lmA4QMrDQq1p7jZAduCcEaWtNUAOvjCZKpg0QEa28/3UqDNAJCh+jLnbMkAgsHJokS0yQHpYqDXNmzFAat5xio4kMUBmZmZmZsYwQAAi/fZ1gDBA/Knx0k1SMECyLm6jATwwQAR4CyQoPjBAKKCJsOFZMEDG/rJ78pAwQBIUP8bc5TBAeOkmMQhcMUAOLbKd7/cxQFYOLbKdvzJAehSuR+G6M0D4U+Olm/Q0QLDh6ZWyfDZAkH77OnBuOED8GHPXEgI7QJp3nKIjuT5AQmDl0CJjQkD67evAOetHQJMYBFYOVVFAUkmdgCa6W0Av3SQGgWdnQFJJnYAmx3NAkDF3LSEUgEAE54wobY2IQLpJDALrYJFA1edqKzailkBU46WbRPWaQLPqc7UVKp1AKH6MuSuEnECJ0t7giz2ZQKJFtvO9WpRAJJf/kH4ZjkB8YTJVsIaEQKfoSC7/EnpA/Dpwzohcb0AXt9EA3mZiQEOtad5xDlZASuoENBF2TECz6nO1FWtEQGrecYqOLEBAArwFEhRvO0CmCkYldTI4QFR0JJf/0DVA4JwRpb3xM0AG8BZIUGwyQAg9m1WfKzFAxNMrZRkiMEDolbIMcYwuQFQnoImwIS1ADOAtkKD4K0DwhclUwQgrQNBm1edqSypAmCGOdXG7KUCgRbbz/VQpQGiR7Xw/FSlAYAfOGVH6KEDgAgmKHwMpQHTXEvJBLylAHKfoSC5/KUBsK/aX3fMpQORhodY0jypA3LWEfNBTK0Cg1jTvOEUsQJyiI7n8Zy1AGHPXEvLBLkB2vp8aLy0wQMzuycNCHTFAZohjXdw2MkA2GsBbIIEzQBRhw9MrBTVAPE7RkVzONkCyne+nxus4QP5l9+RhcTtA6iYxCKx8PkDVCWgibCBBQAkbnl4pk0NAggTFjzEPR0BuEoPAyrlMQOCcEaW9cVNAMJkqGJU0XUDyQc9m1e1nQFYOLbKdbXRAMEymCkZNgUDcRgN4ixCMQPH0SllGWJVAseHplfIXnkBd3EYDGIijQKUsQxwLNadAJlMFo7ISqUBO0ZFcHoOoQDLmriUkuKVAj1N0JFeNoUDZzvdTIwmaQBE2PL1S05FAliGOdfG3hkAFxY8xd1x7QDbNO07R+W9AQBNhw9PnYkAYJlMFo8pXQLsnDwu1glBAoKut2F9GSUBPHhZqTcNEQGb35GGhxkFAHsnlP6QfP0DUK2UZ4pg7QAIrhxbZrjhAtqZ5xyk6NkDCZKpgVCI0QLzjFB3JVTJAEOm3rwPHMECc76fGS9cuQKCrrdhfdixAWBe30QBeKkCIY13cRoMoQOhILv8h3SZApJI6AU1kJUAYJlMFoxIkQFCNl24S4yJAUpYhjnXRIUCYu5aQD9ogQNy1hHzQ8x9AIP32deBcHkBgukkMAuscQHzysFBrmhtALBiV1AloGkCoNc07TlEZQIgW2c73UxhAzDLEsS5uF0AghetRuJ4WQDAIrBxa5BVAWDm0yHY+FUB4LSEf9KwUQHT5D+m3LxRAZMxdS8jHE0DYgXNGlHYTQMgpOpLLPxNAQM9m1ecqE0DQAN4CCUoTQOx8PzVeOhRAuB6F61F4FUBg5dAi2zkYQMBbIEHx4x1AGCZTBaNSJEAMk6mCUaktQOjZrPpcLTZAr5RliGNFQEAcnl4py8BGQNAi2/l+yk1AZohjXdwOUkB88rBQaxZUQPwYc9cSWlRAxY8xdy3BUkAEVg4tsp1PQNCzWfW5kkhAarx0kxjEQUByaJHtfN83QMRkqmBUEi9AILByaJENJECAJsKGp9caQFxCPujZbBNA+Lnaiv3lDkC4QILix5gKQLi4jQbwFghAcD0K16NwBkBoGeJYFzcFQPB8PzVeOgRASDeJQWBlA0BAm1Wfq60CQJA6AU2EDQJAONbFbTSAAUCIY13cRgMBQDBVMCqpkwBAqM/VVuwvAEDwlbIMcaz/P/AvuycPC/8/sGJ/2T15/j8Q0ETY8PT9P5DLf0i/ff0/kErqBDQR/T8ATYQNT6/8P6DNqs/VVvw/gHNGlPYG/D9Akst/SL/7P1B9rrZif/s/gC9MpgpG+z+gAbwFEhT7P/BBz2bV5/o/UEmdgCbC+j/gvg6cM6L6P6CiI7n8h/o/EEhQ/Bhz+j9Qr5RliGP6P0DY8PRKWfo/gBbZzvdT+j8Aw2SqYFT6P0DY8PRKWfo/UK+UZYhj+j8w7zhFR3L6P1CdgCbChvo/QLTIdr6f+j/wOEVHcvn6P9B/SL99Hfs/YIhjXdxG+z8w/yH99nX7P7A3+MJkqvs/cN5xio7k+z9Q845TdCT8P9Ai2/l+avw/8GxWfa62/D8wfoy5awn9P+ACCYofY/0/EPvL7snD/T9AE2HD0yv+P2BLyAc9m/4/wKikTkAT/z8Af2q8dJP/P3iTGARWDgBA8Egu/yH9/j/griXkg57/P/h14JwRJQBAqIJRSZ2AAED4qfHSTeIAQCjChqdXSgFAmHecoiO5AUAATYQNTy8CQMjuycNCrQJA4LWEfNAzA0DgJAaBlcMDQHi+nxovXQRAiNtoAG8BBUA4qz5XW7EFQJBc/kP6bQZAuB6F61E4B0AA93XgnBEIQCiX/5B++whAuNqK/WX3CUC4SQwCKwcLQJAYBFYOLQxAeKUsQxxrDUCIp1fKMsQOQOhqK/aXHRBARIts5/vpEEDUvOMUHckRQCAf9GxWvRJARGlv8IXJE0BwPQrXo/AUQNiBc0aUNhZAOLTIdr6fF0Dg6ZWyDDEZQODplbIM8RpAEOm3rwPnHEBApN++DhwfQATFjzF3zSBA8PRKWYY4IkBkO99PjdcjQGpv8IXJtCVAsJRliGPdJ0D8qfHSTWIqQOyePCzUWi1ATMgHPZt1MEDu68A5I6oyQOSDns2qjzVAcqyL22jAOUDr4jYawHtAQFz+Q/rtm0ZAM8SxLm4HUUD8y+7Jw5JbQD81XrpJ/GZApHA9CtfpckBbQj7o2dF9QN5xio5kHYZANs07TlGMjkAPnDOiNIaTQHo2qz6X9pZAnRGlvUGwmECU9gZfWCaYQB04Z0TphpVA8IXJVIGYkUBHcvkP6YqKQEcDeAukk4JACRueXilPeEAkl/+QfiluQLPqc7UVKWJATKYKRiUFVkCoxks3iSFMQKpgVFInoENAEjY8vVIWPkAAIv32ddA4QHZPHhZqbTVAWFuxv+z+MkAIzhlR2hsxQID7OnDOKC9AqKROQBOhLEDAWyBB8YMqQFj1udqKvShA5PIf0m8/J0DojCjtDf4lQHA9Ctej8CRAchsN4C0QJEC6uI0G8FYjQDj4wmSqwCJAfD81XrpJIkA6I0p7g+8hQKrP1VbsryFARGlv8IWJIUAIrBxaZHshQNqK/WX3hCFAvAUSFD+mIUCOU3Qkl98hQMRCrWneMSJAysNCrWmeIkCeXinLECcjQHSTGARWziNAutqK/WWXJEDY8PRKWYYlQBzr4jYaoCZAeqUsQxzrJ0AATYQNT28pQLyWkA96NitAeE8eFmpNLUBsvHSTGMQvQJwzorQ3WDFAfvs6cM4YM0DMEMe6uD01QGBUUieg+TdAthX7y+65O0BE+u3rwLlAQH/7OnDOmEVAlPYGX5h8TkDVeOkmMXhXQLTIdr6fGGNABHgLJCh2b0CcxCCwckp5QLivA+cMXINAbjSAt0DTi0B7FK5H4Z2SQIlBYOUQEJdA+FPjpdtKmkCY3ZOHRWibQLFQa5r3C5pA16NwPcqllkCad5yiIyKSQDLmriVk5YpAXdxGA3iVgkB/+zpwziF4QE7RkVz+5W1Ap+hILv8fYkBwXwfOGVVWQEaU9gZfME1ApU5AE2HTREABTYQNTzdAQOAtkKD48TpAsnvysFBLN0DUvOMUHZk0QPa52or9dTJApr3BFyazMEAAb4EExW8uQEStad5x6itAOBrAWyDBKUD6D+m3r+MnQKD4MeauRSZAzF1LyAfdJEDgnBGlvaEjQFpkO99PjSJARBzr4jaaIUCGp1fKMsQgQJ6AJsKGByBAjB9j7lrCHkCwlGWIY50dQOziNhrAmxxAtKZ5xym6G0DYPXlYqPUaQJSyDHGsSxpAKFMFo5K6GUCoglFJnUAZQMw7TtGR3BhA6Pup8dKNGEBQQBNhw1MYQMwyxLEuLhhAsJRliGMdGECo6Egu/yEYQJSHhVrTPBhAWA4tsp1vGEAk2/l+arwYQEx7gy9MJhlA4OmVsgyxGUA0gLdAgmIaQGx4eqUsQxtAxNMrZRliHEAgQfFjzN0dQNQJaCJs+B9AqMZLN4mhIUBU46WbxAAlQOCcEaW9ISpADCQofoy5MUAeFmpN8945QE2EDU+vnENAmioYldSxTUDD0ytlGcZVQOomMQisVF5A46WbxCDUY0CwcmiR7SRoQCqpE9BELmtAc2iR7XwZbED7XG3F/pxqQFr1udqKL2dAfGEyVTC4YkD8y+7JwzpcQIts5/upEVRALEMc6+JOS0AZBFYOLTpCQADeAgmKvzhAWMoyxLHOMUBwGw3gLfArQIQvTKYK5idAirDh6ZXSJUAcDeAtkMAkQKZ5xyk6MiRAsr/snjzsI0DctYR80NMjQJSHhVrT3CNA4noUrkcBJECutmJ/2T0kQFRSJ6CJkCRAgEi/fR34JEBqK/aX3XMlQPoP6bevAyZAumsJ+aCnJkAc6+I2GmAnQLBH4XoULihAiLDh6ZUSKUA8AU2EDQ8qQLzBFyZTJStASFD8GHNXLEAsGJXUCagtQAxGJXUCGi9AYn/ZPXlYMEBif9k9eTgxQJDC9ShcLzJAyLq4jQZAM0A+m1Wfq200QEA1XrpJvDVAOGdEaW8wN0ByaJHtfM84QOSlm8QgoDpA0gDeAgmqPEDYEvJBz/Y+QP5D+u3ryEBAat5xio5EQkDJdr6fGvdDQIhjXdxG60VAZhniWBcvSEDqt68D59RKQORhodY0901A4umVsgzhUEBUUiegiURTQEoMAiuHflZAKH6MuWtNW0C5jQbwFp5hQAg9m1WfoWhAtoR80LOhckD4U+Olm7l9QFZ9rrZiFIhAqDXNO04mk0CdgCbChjWdQCBj7lqCDaVAdLUV+6txrECppE5Ak+ixQL3jFB3J57RAXW3F/gJ8tkDsUbgeZS22QJp3nKKTFLRATDeJQcDIsED129eBMw+qQE7RkVxe4qJAwoanV4q1mUAbnl4pC5qQQPRsVn2usIRAarx0kxiQeUBmiGNd3DpwQKg1zTtO9WVArrZif9kfYEDKMsSxLopZQIQNT6+UWVVAPQrXo3BxUkC4HoXrUTxQQDarPldb6UxA/If029fxSUBaZDvfT21HQFyPwvUoREVAhJ7Nqs9lQ0BaZDvfT8VBQHE9CtejWEBAHjhnRGkvPkC6awn5oPc7QAJNhA1P/zlA6Nms+lw9OEBCrWnecao2QHKsi9toQDVAfNCzWfX5M0A0ETY8vdIyQIJzRpT2xjFA+n5qvHTTMEBgukkMAusvQIR80LNZVS5AqOhILv/hLEA8eVioNY0rQKQBvAUSVCpA3LWEfNAzKUBEi2zn+ykoQL4OnDOiNCdAqFfKMsRRJkBWn6ut2H8lQLCUZYhjvSRARkdy+Q8JJED8h/Tb12EjQBDHuriNxiJAoKut2F82IkDG3LWEfLAhQKQBvAUSNCFApgpGJXXCIECCBMWPMVcgQEi/fR045x9AWMoyxLEuH0D4D+m3r4MeQIQNT6+U5R1AGGpN845THUAEo5I6Ac0cQMQgsHJoURxAyEs3iUHgG0CAjLlrCXkbQFxLyAc9GxtASJ2AJsLGGkC06nO1FXsaQEhy+Q/pNxpABDQRNjz9GUB8gy9MpsoZQHCKjuTynxlAtFn1udoKGUDE/rJ78vAYQCCF61G43hhApAG8BRLUGEBUdCSX/9AYQEzIBz2b1RhAjP1l9+ThGEAUFD/G3PUYQDTNO07RERlA9Chcj8I1GUCo6Egu/2EZQGT35GGhlhlApAG8BRLUGUB88rBQaxoaQJhMFYxKahpAMOauJeTDGkDUVuwvuycbQBA2PL1SlhtAcBsN4C0QHEDYX3ZPHpYcQPCFyVTBKB1AnOYdp+jIHUC42or9ZXceQKBns+pzNR9AqOhILv8BIEAYBFYOLXIgQOpztRX76yBAchsN4C1wIUCsPldbsf8hQCSX/5B+myJAorQ3+MJEI0B4nKIjufwjQKK0N/jCxCRAkA96NqueJUAkSnuDL4wmQKyt2F92jydAQM9m1eeqKEBw8IXJVOEpQLx0kxgENitAlPYGX5isLEAMk6mCUUkuQGIQWDm0CDBA9gZfmEwFMUBYF7fRAB4yQCxDHOviVjNAam/whcm0NEA+m1Wfqz02QCo6kst/+DdAyqFFtvPtOUDUCWgibCg8QNz5fmq8tD5AUiegibDRQECU9gZfmIRCQG8Sg8DKgURAumsJ+aDfRkC+wRcmU8VJQDhnRGlvgE1AI0p7gy9YUUBnRGlv8E1VQIR80LNZ3VtAAiuHFtmcY0BuowG8BXhtQDhnRGlvAndA0NVW7K8UgkDTTWIQ2NKLQHRGlPZGkZRAqRPQRNjfnEBSuB6FaxujQClcj8L1uKdAQj7o2Sx+q0BDHOviFpKtQBE2PL0SY61AoImw4en+qkA0gLdAQgmnQCJseHpFXaJALGUZ4th8m0BWfa62ImmTQCBB8WPMEYpAxEKtad7bgEBm9+RhoW11QDSAt0CCimtABTQRNjx7YkDChqdXyopaQOSDns2qf1RAXkvIBz3PUEBmZmZmZrZMQKjoSC7/IUlAwhcmUwVTRkCyLm6jAQREQNNNYhBYEUJArthfdk9mQEDSAN4CCeo9QIJzRpT2ZjtAUK+UZYgzOUDek4eFWkM3QJRliGNdjDVA2F92Tx4GNEDuWkI+6KkyQFK4HoXrcTFA8DhFR3JZMEAMAiuHFrkuQDgjSnuD7yxA5MeYu5ZQK0Cc76fGS9cpQOTyH9JvfyhAhA1Pr5RFJ0BmZmZmZiYmQOTyH9JvHyVAWKg1zTsuJECqE9BE2FAjQPaX3ZOHhSJACvmgZ7PKIUCsHFpkOx8hQPyH9NvXgSBA/O3rwDnjH0Ds4jYawNseQAg9m1Wf6x1AjI7k8h8SHUBYqDXNO04cQDi0yHa+nxtA2PD0SlkGG0BsNIC3QIIaQIgW2c73ExpAJNv5fmq8GUDMXUvIB30ZQAy+MJkqWBlAVHQkl/9QGUB4LSEf9GwZQNg9eViotRlAlMt/SL89GkDQZtXnaisbQEDxY8xdyxxAjGzn+6mxH0AyVTAqqXMiQK5p3nGKDidAoNY07zjlLkD2Bl+YTMU1QMJkqmBUUj9ARBzr4jYqRkDSAN4CCdJOQEMc6+I2glRA5j+k377mWUBk7lpCPtheQFg5tMh2NmFA9bnaiv3lYUBOYhBYOUphQOyePCzUGl9AZohjXdwyWkDWVuwvu8dUQBxaZDvfN09ALiEf9GxeRkBeKcsQx+o+QIBIv30d+DRACIofY+6aLECKjuTyHzIkQLC2Yn/ZPR5AfBSuR+E6GEAEEhQ/xpwUQJDC9ShcTxJAuNqK/WW3EEDwH9JvXwcPQPCOU3QkFw1A+Chcj8J1C0CQOgFNhA0KQMBkqmBU0ghAeFioNc27B0BQ0ZFc/sMGQPi52or95QVAsNhfdk8eBUDwycNCrWkEQBCDwMqhxQNA4KWbxCAwA0Aw1JrmHacCQNDe4AuTKQJAEBQ/xty1AUDQRNjw9EoBQCgYldQJ6ABAeAskKH6MAECg76fGSzcAQOCDns2qz/8/gFioNc07/z8gBFYOLbL+PwDVeOkmMf4/MMsQx7q4/T9A4XoUrkf9P2AXt9EA3vw/8MA5I0p7/D8ghetRuB78P4C3QILix/s/oKut2F92+z/wDb4wmSr7PxDZzvdT4/o/kLlrCfmg+j/gAgmKH2P6PzBcj8L1KPo/UB4Wak3z+T/gnBGlvcH5PwB/arx0k/k/EHGsi9to+T8gc9cS8kH5P7DYX3ZPHvk/0KFFtvP9+D8AIv32deD4P8AFEhQ/xvg/AE2EDU+v+D/wnjws1Jr4P2BUUiegifg/8MA5I0p7+D+Q5PIf0m/4P9AS8kHPZvg/MPjCZKpg+D+wlGWIY134P0Do2az6XPg/cEaU9gZf+D/AWyBB8WP4PyAofoy5a/g/MP8h/fZ1+D9QjZduEoP4P5DS3uALk/g/4M73U+Ol+D9AguLHmLv4P1BAE2HD0/g/4GGh1jTv+D8A54wo7Q35P9B2vp8aL/k/gBbZzvdT+T9gbcX+snv5P8AnDwu1pvk/oEW28/3U+T+Ac0aU9gb6P2Cxv+yePPo/MP8h/fZ1+j8AXW3F/rL6P8DKoUW28/o/YKHWNO84+z/g4AuTqYL7P8DctYR80Ps/AO7rwDkj/D+AFK5H4Xr8P1BQ/Bhz1/w/0E1iEFg5/T8AZvfkYaH9P+A/pN++Dv4/4OALk6mC/j/wSC7/If3+P+DQItv5fv8/MOauJeQDAEBYIEHxY0wAQPAWSFD8mABAKKCJsOHpAECoPldbsT8BQLjIdr6fmgFAQD7o2az6AUBwzojS3mACQAijkjoBzQJAIOviNhpAA0C4pnnHKboDQOgENBE2PARAMLKd76fGBEAoMQisHFoFQPCwUGua9wVAOLTIdr6fBkBQQBNhw1MHQFCEDU+vFAhAiIVa07zjCECIH2PuWsIJQOAtkKD4sQpAwA6cM6K0C0AgSnuDL8wMQHgUrkfh+g1A4CQGgZVDD0BMhA1Pr1QQQLj8h/TbFxFA6Nms+lztEUBIUPwYc9cSQCjtDb4w2RNAFBQ/xtz1FED81HjpJjEWQABvgQTFjxdA2KNwPQoXGUAg0m9fB84aQHicoiO5vBxAlBgEVg7tHkDYX3ZPHrYgQPa52or9JSJA3LWEfNDTI0DYX3ZPHtYlQAr5oGezyidAEFg5tMgWK0AghetRuL4vQDBMpgpGZTNAriXkg579OEDnjCjtDQZBQOCcEaW9SUhAnu+nxkvLUUAldQKaCDNaQB6n6EguA2NATmIQWDnSakD4wmSqYDdyQBBYObTIrXdAMZkqGJVVfUDgvg6cM0CBQJwzorQ3LoNAd76fGq8RhEA2qz5XW7WDQIqw4emVL4JAmggbnl6qf0AgY+5aQiF6QKs+V1uxhHRAKhiV1AnKbkCh+DHmri9mQHSTGARW9l5AAiuHFtkuVUDoSC7/Ie1MQBHHuriNJkRAhlrTvONEPUB6Nqs+V3s2QOyePCzUSjJAIGPuWkI+L0BQjZduEqMrQBDpt68DBylATBWMSuoEJ0As1JrmHWclQP6ye/KwECRAqDXNO07xIkAgY+5aQv4hQKrx0k1iMCFAbjSAt0CCIECQMXctId8fQPDJw0Kt6R5AyMNCrWkeHkBEtvP91HgdQDC7Jw8L9RxAOEVHcvmPHEC8SQwCK0ccQEiU9gZfGBxANF66SQwCHEAYt9EA3gIcQPBaQj7oGRxA2PD0SllGHEBI4XoUroccQARWDi2y3RxADE+vlGVIHUCcoiO5/McdQOgmMQisXB5AvEkMAisHH0DUeOkmMcgfQKrx0k1iUCBARkdy+Q/JIEDmP6Tfvk4hQKYKRiV14iFAFGHD0yuFIkDW52or9jcjQHh6pSxD/CNAFmpN847TJEA6tMh2vr8lQPzL7snDwiZAkDF3LSHfJ0DYxW00gBcpQCAWak3zbipAnAgbnl7pK0BgukkMAostQLhAguLHWC9ABvAWSFCsMEAO4C2QoMgxQL5SliGOBTNASHL5D+lnNECgZ7Pqc/U1QPYGX5hMtTdAjnVxGw2wOUDiehSuR/E7QEaU9gZfiD5ALpCg+DHGQEALJCh+jJFCQBDpt68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\"},\"shape\":[2781],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p1242\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p1243\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1238\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"blue\",\"line_width\":2}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1239\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"blue\",\"line_alpha\":0.1,\"line_width\":2}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1240\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"blue\",\"line_alpha\":0.2,\"line_width\":2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p1198\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p1211\"},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p1212\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p1213\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p1214\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p1220\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p1219\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p1221\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p1222\"},{\"type\":\"object\",\"name\":\"HelpTool\",\"id\":\"p1223\"}]}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1206\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1207\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1208\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1209\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1201\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1202\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1203\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1204\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1205\",\"attributes\":{\"axis\":{\"id\":\"p1201\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1210\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1206\"}}},{\"type\":\"object\",\"name\":\"Legend\",\"id\":\"p1233\",\"attributes\":{\"items\":[{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1234\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"desired\"},\"renderers\":[{\"id\":\"p1230\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1244\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"actual\"},\"renderers\":[{\"id\":\"p1241\"}]}}]}}]}}]}};\n", + " const render_items = [{\"docid\":\"7947612f-4499-4f0c-a203-5197f14f9896\",\"roots\":{\"p1190\":\"f9c09d94-ca3d-4deb-beba-924e0d726685\"},\"root_ids\":[\"p1190\"]}];\n", + " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", + " }\n", + " if (root.Bokeh !== undefined) {\n", + " embed_document(root);\n", + " } else {\n", + " let attempts = 0;\n", + " const timer = setInterval(function(root) {\n", + " if (root.Bokeh !== undefined) {\n", + " clearInterval(timer);\n", + " embed_document(root);\n", + " } else {\n", + " attempts++;\n", + " if (attempts > 100) {\n", + " clearInterval(timer);\n", + " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", + " }\n", + " }\n", + " }, 10, root)\n", + " }\n", + "})(window);" + ], + "application/vnd.bokehjs_exec.v0+json": "" + }, + "metadata": { + "application/vnd.bokehjs_exec.v0+json": { + "id": "p1190" + } + }, + "output_type": "display_data" + } + ], + "source": [ + "fig = figure(width=FIGURE_WIDTH, height=FIGURE_HEIGHT)\n", + "fig.line(x, desired, legend_label='desired', color='orangered', line_width=2)\n", + "fig.line(x, actual, legend_label='actual', color='blue', line_width=2)\n", + "#fig.line(x, actual-desired, legend_label='diff', color='green', line_width=2)\n", + "show(fig)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "964a20b70ae16d1", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-22T16:13:02.133367Z", + "start_time": "2024-07-22T16:13:02.131873Z" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "5671bf9407b201ef", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-22T16:13:02.289122Z", + "start_time": "2024-07-22T16:13:02.287615Z" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6d3cb90d5d3a6877", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/pyCFML/cfml_utilities/powder_pattern_from_json/.ipynb_checkpoints/srtio3-pattern-simulation-checkpoint.ipynb b/examples/pyCFML/cfml_utilities/powder_pattern_from_json/.ipynb_checkpoints/srtio3-pattern-simulation-checkpoint.ipynb new file mode 100644 index 0000000..e731373 --- /dev/null +++ b/examples/pyCFML/cfml_utilities/powder_pattern_from_json/.ipynb_checkpoints/srtio3-pattern-simulation-checkpoint.ipynb @@ -0,0 +1,414 @@ +{ + "cells": [ + { + "cell_type": "code", + "id": "9ecc4733", + "metadata": { + "pycharm": { + "name": "#%%\n" + }, + "ExecuteTime": { + "end_time": "2024-07-23T12:12:09.858468Z", + "start_time": "2024-07-23T12:12:09.854247Z" + } + }, + "source": [ + "from bokeh.io import output_notebook\n", + "from bokeh.io import show\n", + "from bokeh.plotting import figure\n", + "import copy\n", + "import os\n", + "import numpy as np\n", + "\n", + "from pycrysfml import crysfml08lib" + ], + "outputs": [], + "execution_count": 16 + }, + { + "cell_type": "code", + "id": "d76d50fc", + "metadata": { + "pycharm": { + "name": "#%%\n" + }, + "ExecuteTime": { + "end_time": "2024-07-23T12:12:10.327309Z", + "start_time": "2024-07-23T12:12:10.317495Z" + } + }, + "source": [ + "output_notebook()\n", + "FIGURE_WIDTH = 990\n", + "FIGURE_HEIGHT = 300" + ], + "outputs": [ + { + "data": { + "text/html": [ + " \n", + "
\n", + " \n", + " Loading BokehJS ...\n", + "
\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n function drop(id) {\n const view = Bokeh.index.get_by_id(id)\n if (view != null) {\n view.model.document.clear()\n Bokeh.index.delete(view)\n }\n }\n\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n\n // Clean up Bokeh references\n if (id != null) {\n drop(id)\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim()\n drop(id)\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", + "application/vnd.bokehjs_load.v0+json": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 17 + }, + { + "cell_type": "code", + "id": "4042fea98af92add", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:10.779123Z", + "start_time": "2024-07-23T12:12:10.776683Z" + } + }, + "source": [ + "os.environ['CRYSFML_DB']" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/andrewsazonov/Development/github.com/EasyScience/TEST_PyCrysFML/.venv/lib/python3.11/site-packages/pycrysfml/Databases'" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 18 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:11.331354Z", + "start_time": "2024-07-23T12:12:11.328399Z" + } + }, + "cell_type": "code", + "source": "os.getcwd()", + "id": "edaa54d891d63ec1", + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/andrewsazonov/Development/github.com/EasyScience/TEST_PyCrysFML/examples/pyCFML/cfml_utilities/powder_pattern_from_json'" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 19 + }, + { + "cell_type": "code", + "id": "3752d741", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:11.899990Z", + "start_time": "2024-07-23T12:12:11.896406Z" + } + }, + "source": [ + "STUDY_DICT_PM3M = {\n", + " \"phases\": [\n", + " {\n", + " \"SrTiO3\": {\n", + " \"_space_group_name_H-M_alt\": \"P m -3 m\",\n", + " \"_cell_length_a\": 3.9,\n", + " \"_cell_length_b\": 3.9,\n", + " \"_cell_length_c\": 3.9,\n", + " \"_cell_angle_alpha\": 90,\n", + " \"_cell_angle_beta\": 90,\n", + " \"_cell_angle_gamma\": 90,\n", + " \"_atom_site\": [\n", + " {\n", + " \"_label\": \"Sr\",\n", + " \"_type_symbol\": \"Sr\",\n", + " \"_fract_x\": 0.5,\n", + " \"_fract_y\": 0.5,\n", + " \"_fract_z\": 0.5,\n", + " \"_occupancy\": 1,\n", + " \"_adp_type\": \"Biso\",\n", + " \"_B_iso_or_equiv\": 0.40\n", + " },\n", + " {\n", + " \"_label\": \"Ti\",\n", + " \"_type_symbol\": \"Ti\",\n", + " \"_fract_x\": 0,\n", + " \"_fract_y\": 0,\n", + " \"_fract_z\": 0,\n", + " \"_occupancy\": 1,\n", + " \"_adp_type\": \"Biso\",\n", + " \"_B_iso_or_equiv\": 0.50\n", + " },\n", + " {\n", + " \"_label\": \"O\",\n", + " \"_type_symbol\": \"O\",\n", + " \"_fract_x\": 0.5,\n", + " \"_fract_y\": 0,\n", + " \"_fract_z\": 0,\n", + " \"_occupancy\": 1,\n", + " \"_adp_type\": \"Biso\",\n", + " \"_B_iso_or_equiv\": 0.65\n", + " }\n", + " ]\n", + " }\n", + " }\n", + " ],\n", + " \"experiments\": [\n", + " {\n", + " \"NPD\": {\n", + " \"_diffrn_source\": \"nuclear reactor\",\n", + " \"_diffrn_radiation_probe\": \"neutron\",\n", + " \"_diffrn_radiation_wavelength\": 1.27,\n", + " \"_pd_instr_resolution_u\": 0.02,\n", + " \"_pd_instr_resolution_v\": -0.02,\n", + " \"_pd_instr_resolution_w\": 0.12,\n", + " \"_pd_instr_resolution_x\": 0.0015,\n", + " \"_pd_instr_resolution_y\": 0,\n", + " \"_pd_instr_reflex_asymmetry_p1\": 0,\n", + " \"_pd_instr_reflex_asymmetry_p2\": 0,\n", + " \"_pd_instr_reflex_asymmetry_p3\": 0,\n", + " \"_pd_instr_reflex_asymmetry_p4\": 0,\n", + " \"_pd_meas_2theta_offset\": 0,\n", + " \"_pd_meas_2theta_range_min\": 1,\n", + " \"_pd_meas_2theta_range_max\": 140,\n", + " \"_pd_meas_2theta_range_inc\": 0.05\n", + " }\n", + " }\n", + " ]\n", + "}" + ], + "outputs": [], + "execution_count": 20 + }, + { + "cell_type": "code", + "id": "f5f7bb5f040685cc", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:12.506873Z", + "start_time": "2024-07-23T12:12:12.503786Z" + } + }, + "source": [ + "# Help functions\n", + "\n", + "def generated_x_array(study_dict:dict):\n", + " experiment = study_dict['experiments'][0]['NPD']\n", + " start = experiment['_pd_meas_2theta_range_min']\n", + " stop = experiment['_pd_meas_2theta_range_max']\n", + " step = experiment['_pd_meas_2theta_range_inc']\n", + " x = np.arange(start=start, stop=stop+step, step=step)\n", + " return x\n", + "\n", + "def compute_pattern(study_dict:dict):\n", + " #_, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays\n", + " _, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays\n", + " y = y.astype(np.float64)\n", + " return y" + ], + "outputs": [], + "execution_count": 21 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:13.146451Z", + "start_time": "2024-07-23T12:12:13.143147Z" + } + }, + "cell_type": "code", + "source": [ + "def compute_pattern__SrTiO3_Pm3m():\n", + " study_dict = copy.deepcopy(STUDY_DICT_PM3M)\n", + "\n", + " # x array\n", + " x = generated_x_array(study_dict)\n", + "\n", + " # desired y array\n", + " _, desired = np.loadtxt('desired/srtio3-pm3m-pattern_Nebil-ifort.xy', unpack=True)\n", + " desired = desired - 20.0 # remove background\n", + " desired = np.roll(desired, -1) # compensate for a 1-element shift in y data between old Nebil windows build and Andrew current gfortran build\n", + " \n", + " # set space group\n", + " study_dict['phases'][0]['SrTiO3']['_space_group_name_H-M_alt'] = 'P m -3 m'\n", + "\n", + " # actual y array\n", + " actual = compute_pattern(study_dict)\n", + " \n", + " # compare results\n", + " fig = figure(width=FIGURE_WIDTH, height=FIGURE_HEIGHT)\n", + " fig.line(x, desired, legend_label='desired', color='orangered', line_width=5)\n", + " fig.line(x, actual, legend_label='actual', color='steelblue', line_width=2)\n", + " fig.line(x, actual-desired, legend_label='diff', color='green', line_width=1)\n", + " show(fig)" + ], + "id": "bfa4e963497909dd", + "outputs": [], + "execution_count": 22 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:13.915802Z", + "start_time": "2024-07-23T12:12:13.912942Z" + } + }, + "cell_type": "code", + "source": [ + "def compute_pattern__SrTiO3_Pnma():\n", + " study_dict = copy.deepcopy(STUDY_DICT_PM3M)\n", + "\n", + " # x array\n", + " x = generated_x_array(study_dict)\n", + "\n", + " # desired y array\n", + " desired = np.loadtxt('desired/srtio3-pnma-pattern_Andrew-ifort.y', unpack=True)\n", + " desired = desired - 20.0 # remove background\n", + " \n", + " # set space group\n", + " study_dict['phases'][0]['SrTiO3']['_space_group_name_H-M_alt'] = 'P n m a'\n", + "\n", + " # actual y array\n", + " actual = compute_pattern(study_dict)\n", + " \n", + " # compare results\n", + " fig = figure(width=FIGURE_WIDTH, height=FIGURE_HEIGHT)\n", + " fig.line(x, desired, legend_label='desired', color='orangered', line_width=5)\n", + " fig.line(x, actual, legend_label='actual', color='steelblue', line_width=2)\n", + " fig.line(x, actual-desired, legend_label='diff', color='green', line_width=1)\n", + " show(fig)" + ], + "id": "7836d8d61ea9f2e6", + "outputs": [], + "execution_count": 23 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:18.068406Z", + "start_time": "2024-07-23T12:12:17.988105Z" + } + }, + "cell_type": "code", + "source": "compute_pattern__SrTiO3_Pm3m()", + "id": "753b3bd7336cc49c", + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
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2EDa82QJQYBFYOvTRA8tJNYhAIM0DYgXNGlIYxQDiJQWDlMDBAVAWjkjoBLkA4GsBbIOErQAzgLZCg+ClAjJduEoNAKEAYJlMFo7ImQAy1pnnHSSVAjNtoAG8BJEAu/yH99tUiQE7RkVz+wyFA8IXJVMHIIEDcJAaBlcMfQAxGJXUCGh5AcF8HzhmRHECg+DHmriUbQEyEDU+v1BlACM4ZUdqbGEAoyxDHungXQNTe4AuTaRZA6JWyDHFsFUDkFB3J5X8UQBiV1AloohNAUPwYc9fSEkA4RUdy+Q8SQNQrZRniWBFAJGx4eqWsEEAowoanVwoQQDiAt0CC4g5AqMZLN4nBDUBYUiegibAMQLBH4XoUrgtACCQofoy5CkAY4lgXt9EJQPgoXI/C9QhA+HXgnBElCEAAmggbnl4HQKjoSC7/oQZAON9PjZfuBUDgJAaBlUMFQFDjpZvEoARAwMEXJlMFBEAYwFsgQXEDQIiFWtO84wJA0DtO0ZFcAkB4Nqs+V9sBQFifq63YXwFA8MnDQq3pAEAQ4C2QoHgAQEA1XrpJDABAoOYdp+hI/z8AiPTb14H+PzCitDf4wv0/QDVeukkM/T/QO07RkVz8P1BiEFg5tPs/4E+Nl24S+z+ABMWPMXf6P8DTK2UZ4vk/oL3BFyZT+T9AaW/whcn4PxCDwMqhRfg/MLKd76fG9z8Ao5I6AU33P8D8h/Tb1/Y/wGsJ+aBn9j+QQ4ts5/v1P+DXgXNGlPU/ANV46SYx9T+QjuTyH9L0PxBYObTIdvQ/AN4CCYof9D/wc7UV+8vzP9AZUdobfPM/sM/VVuwv8z/AZKpgVFL7PzBMpgpGJfs/kEOLbOf7+j/wSlmGONb6P8AOnDOitPo/gOLHmLuW+j9Axty1hHz6P2BmZmZmZvo/gBbZzvdT+j8Qg8DKoUX6PxCsHFpkO/o/8ORhodY0+j/AhqdXyjL6P/DkYaHWNPo/EKwcWmQ7+j9giGNd3Eb6P6DNqs/VVvo/kNQJaCJs+j/g8PRKWYb6P1B7gy9Mpvo/YCBB8WPM+j8Q4C2QoPj6P0ATYcPTK/s/YGZmZmZm+z/whclUwaj7PzB3LSEf9Ps/MDqSy39I/D8QLbKd76f8P+BPjZduEv0/0ADeAgmK/T9ARUdy+Q/+P1B7gy9Mpv4/QAFNhA1P/z/Y8PRKWQYAQODplbIMcQBAKKCJsOHpAECom8QgsHIBQOg/pN++DgJAAET67evAAkAA54wo7Y0DQLDqc7UVewRAWOwvuyePBUDgk4eFWtMGQFBAE2HDUwhA4EYDeAskCkAQcayL22gMQKAzorQ3eA9A8NJNYhAYEkDoriXkg14WQHAbDeAtEB9AcKyL22igKEBwPQrXo3A1QKyt2F92J0NA1sVtNICXUEBlqmBUUu9aQKRwPQrXH2RA1lbsL7tta0CC4seYu/NwQMiYu5aQ5XJAHhZqTfPmckA9CtejcPdwQKfoSC7/d2tAN4lBYOUqZEBcsb/sngRbQDQRNjy9qlBA7uvAOSNKQ0BS2ht8YbI1QIinV8oyJClAppvEILASIEDUvOMUHYkXQHh6pSxDXBNAXI/C9SgcEUBwVn2utmIPQBACK4cWWQ1AaABvgQTFC0CI22gAb4EKQCiX/5B+ewlAgFFJnYCmCEAoDwu1pvkHQJBc/kP6bQdAAHgLJCj+BkBIe4MvTKYGQDiAt0CCYgZA0GbV52qrA0AAb4EExY8DQMixLm6jgQNAyCk6kst/A0CA+zpwzogDQND3U+OlmwNAEJwzorS3A0CYZYhjXdwDQID7OnDOCARA0F1LyAc9BECgM6K0N3gEQPB8PzVeugRAiGNd3EYDBUA4ETY8vVIFQPCFyVTBqAVAiOtRuB4FBkDwQc9m1WcGQHBfB84Z0QZAAET67etAB0Cg76fGS7cHQIg41sVtNAhAuB6F61G4CEBwGw3gLRAKQIjJVMGopApAOBrAWyBBC0AQYcPTK+ULQAD3deCckQxA+NvXgXNGDUCgkjoBTQQOQHjHKTqSyw5AsFBrmnecD0CUQ4ts5zsQQMh2vp8arxBAEC2yne8nEUDYEvJBz6YRQLC/7J48LBJAuB6F61G4EkC0ne+nxksTQNgS8kHP5hNA0ADeAgmKFEAw/yH99jUVQJiQD3o26xVAtDf4wmSqFkBMYhBYOXQXQERpb/CFSRhAfKUsQxwrGUDUb18HzhkaQITix5i7FhtAwBcmUwUjHEDIKTqSyz8dQCD0bFZ9bh5AcD0K16OwH0DAWyBB8YMgQCZ1ApoIOyFAApoIG57+IUAcWmQ7388iQMi6uI0GsCNAqoJRSZ2gJEBseHqlLKMlQAwkKH6MuSZASlmGONblJ0C0N/jCZCopQJgqGJXUiSpASL99HTgHLECEL0ymCqYtQJhMFYxKai9AQDVeukmsMEAIG55eKbsxQDAqqRPQ5DJAsHJoke0sNECcEaW9wZc1QO58PzVeKjdAmG4Sg8DqOECOdXEbDeA6QN5xio7kEj1AduCcEaWNP0CDUUmdgC5BQFXBqKROyEJAS1mGONadREA0MzMzM7tGQI5TdCSXL0lASgwCK4cOTECaKhiV1HFPQAIrhxbZvlFALbKd76c2VEBrK/aX3VtXQJYhjnVxv1tA4lgXt9FqYUARx7q4jRpoQLUV+8vu93JAtaZ5xymugECfq63Y39mOQN9PjZcuLJxAC7WmeadbqEDSAN4CaXyzQCntDb5ggrxAxm00gHf0wkA9m1Wf68vGQJT2Bl9AqchABhIUP97mx0AawFsgscrEQP32deAEUsBAL26jAcw8t0DD0ytl+SmuQI9TdCQ3AaJAd76fGi8clEBQ/Bhz17iFQHicoiO593dAAG+BBMXfbECvJeSDnsVjQNbFbTSAX15A2T15WKgVWUBvEoPAyoFVQMPTK2UZylJAXCBB8WOYUECkTkATYYtNQNBm1edqm0pAriXkg579R0DmP6Tfvr5FQK62Yn/ZzUNAryXkg54dQkBd3EYDeKNAQMwQx7q4rT5AGuJYF7dhPEDysFBrmlc6QLx0kxgEhjhAvsEXJlPlNkDm0CLb+W41QOhqK/aXHTRAzjtO0ZHsMkCcoiO5/NcxQJT2Bl+Y3DBArIvbaADvL0CU9gZfmEwuQDybVZ+rzSxAIPRsVn1uK0B46SYxCCwqQKROQBNhAylAio7k8h/yJ0DYX3ZPHvYmQATFjzF3DSZAvJaQD3o2JUBy+Q/pt28kQCyHFtnOtyNAzBDHurgNI0COBvAWSHAiQJAPejar3iFAZF3cRgNYIUDO91PjpdsgQJrmHafoaCBAWDm0yHb+H0DsBDQRNjwfQCjChqdXih5AEC2yne/nHUAUrkfhelQdQHTXEvJBzxxA8NJNYhBYHEA4PL1SluEbQKDWNO84hRtATOoENBE2G0D4oGez6vMaQKz6XG3FvhpAhOLHmLuWGkDQGVHaG3waQMh2vp8abxpAHHxhMlVwGkAc6+I2GoAaQOTyH9JvnxpAIBZqTfPOGkAcWmQ73w8bQDTEsS5uYxtACBueXinLG0Cc5h2n6EgcQFhbsb/s3hxAAG+BBMWPHUDoriXkg14eQAQrhxbZTh9AirDh6ZUyIECI9NvXgdMgQFpkO99PjSFAwFsgQfFjIkB4eqUsQ1wjQM4ZUdobfCRAtFn1udrKJUCMbOf7qVEnQHh6pSxDHClA8DhFR3I5K0DMXUvIB70tQIzbaABvYTBA6gQ0ETY8MkAijnVxG500QE7RkVz+8zdAqoJRSZ1gPUBQjZduEtNDQDJVMCqpc05AVg4tsp1DWkB0tRX7y/ZnQFOWIY51sHVAgQTFjzGigkA8TtGRXKmNQKUsQxyrmpVACRueXumbnECvJeSDHiKhQOXQItuZdKJA4zYawBvPoUAPC7WmOdqeQO/Jw0LtH5hA6+I2GkAekUAH8BZIUCuGQBsN4C2QdHpAuK8D54ymbUBxrIvbaC5gQFjKMsSxOlJAsHJoke2kRkDjpZvEIAhAQHzysFBrWjlApnnHKTpyNUCcVZ+rrcgyQKjGSzeJwTBA6Egu/yE9LkCgPCzUmoYrQAC8BRIUPylAxty1hHxQJ0C0N/jCZKolQKpgVFInQCRA1lbsL7sHI0BE2PD0SvkhQJB++zpwDiFAGHPXEvJBIECsHFpkOx8fQEgDeAsk6B1AuECC4sfYHEAIgZVDi+wbQADeAgmKHxtA6B2n6EhuGkD0SlmGONYZQKBFtvP9VBlA1JrmHafoGEAAb4EExY8YQID7OnDOSBhANBE2PL0SGEBAV1uxv+wXQLx0kxgE1hdAWKg1zTvOF0Bob/CFydQXQNTe4AuT6RdAXCBB8WMMGEAENBE2PD0YQCTb+X5qfBhA0ADeAgnKGECEUUmdgCYZQMRkqmBUkhlAWKg1zTsOGkDsnjws1JoaQNRNYhBYORtA7A2+MJnqG0DkpZvEILAcQEDxY8xdix1AzKFFtvN9HkDs68A5I4ofQH6MuWsJWSBAeHqlLEP8IECOBvAWSLAhQCxDHOvidiJAGARWDi1SI0Bq3nGKjkQkQKoT0ETYUCVA0pFc/kN6JkCitDf4wsQnQNz5fmq8NClAdPkP6bfPKkCwLm6jAZwsQFQFo5I6oS5Aak3zjlN0MEAehetRuL4xQGb35GGhNjNAwH0dOGfkNEA0gLdAgtI2QJJc/kP6DTlAZKpgVFKnO0CSXP5D+i0+QBKDwMqh5UBA46WbxCAQQ0DxY8xdS7hFQEDG3LWEJElAqFfKMsQBTkDwp8ZLNwVTQNV46SYxuFpA5q4l5INWZUBZF7fRAOVyQMe6uI2Ga4FAPN9PjZd9j0ACmggbXteaQG+BBMVPIKVAyxDHujhirkD0bFZ9LtizQBQ/xtylbLdACyQoftzXuEAMk6mCwZi3QOAtkKBYIbRAgEi/fX0Gr0C3Yn/ZPbWlQKW9wRdmvZtA9dvXgbNZkEDkg57NKiSCQOhqK/aXqnNAWKg1zTsYZkAOvjCZKmxbQEa28/3UWFNABoGVQ4tUTkDEILByaFFJQLaEfNCz0UVAodY07zgdQ0Coxks3ielAQLwnDwu1Jj5A7OI2GsALO0Aw3SQGgWU4QCBj7lpCHjZAotY07zglNEAijnVxG20yQHo2qz5X6zBABCuHFtkuL0CEWtO849QsQLCUZYhjvSpA5NAi2/neKEBSuB6F6zEnQHL5D+m3ryVA3nGKjuRSJEAsQxzr4hYjQA6cM6K09yFA4C2QoPjxIEAYt9EA3gIgQBxaZDvfTx5AzKFFtvO9HEBcIEHxY0wbQBCcM6K09xlAIB/0bFa9GEC0yHa+n5oXQHhPHhZqjRZAbCv2l92TFUCU1AloIqwUQIRa07zj1BNAsOHplbIME0DgT42XblISQPh14JwRpRFA3CQGgZUDEUDo2az6XG0QQDCitDf4wg9AALwFEhS/DkCwJeSDns0NQJBc/kP67QxAkDF3LSEfDEA4+MJkqmALQBgEVg4tsgpAiNLe4AsTCkD4D+m3r4MJQMA5I0p7AwlAwKikTkCTCECwWfW52goJQOiMKO0NvghAUI2XbhKDCEB4Nqs+V1sIQJjmHafoSAhAINJvXwdOCECQXP5D+m0IQCBseHqlrAhAkML1KFwPCUDIf0i/fZ0JQBhR2ht8YQpA6FG4HoVrC0CQ7Xw/Nd4MQHiDL0ymCg9AxI8xdy1hEUDcJAaBlQMVQCzUmuYdpxxA/rJ78rBQJkCgGi/dJAYzQJZDi2znk0BAHJ5eKcvwS0BUUiegiQhWQGQ730+N919Aklz+Q/ojZUDTvOMUHVVpQLKd76fGU2tAdLUV+8tsakBcj8L1KPBmQEjhehSu/2FA5BQdyeWrWUBUUiegicBQQJ88LNSaPkRAWMoyxLEuN0B4nKIjuTwqQMxdS8gHPR9ASJ2AJsLGFECAHThnRGkPQAg9m1WfKwpA6LevA+cMB0CopE5AE+EEQKhXyjLEMQNAWDAqqRPQAUDYzvdT46UAQOD7qfHSTf8/wDCZKhiV/T/wBl+YTBX8P4CnV8oyxPo/gPKwUGua+T/AILByaJH4P4DJVMGopPc/4IOezarP9j/AmLuWkA/2P7CkTkATYfU/wPUoXI/C9D/gLZCg+DH0P9DuycNCrfM/oN++Dpwz8z+gTkATYcPyP2CPwvUoXPI/APAWSFD88T+gcD0K16PxP1C4HoXrUfE/oBov3SQG8T9Akst/SL/wP5DLf0i/ffA/wG00gLdA8D/QeOkmMQjwP8AnDwu1pu8/oNY07zhF7z+gTBWMSuruP4Dix5i7lu4/oOYdp+hI7j8AvAUSFD/yP2CqYFRSJ/I/4E+Nl24S8j9wrIvbaADyP7AT0ETY8PE/ADLmriXk8T/wWkI+6NnxPyDiWBe30fE/YCBB8WPM8T9AaW/whcnxP2AQWDm0yPE/IMKGp1fK8T8g0m9fB87xP8Dsnjws1PE/kGWIY13c8T8Q6bevA+fxP8DKoUW28/E/ELfRAN4C8j8QrkfhehTyP9BW7C+7J/I/sLZif9k98j/AdJMYBFbyP3A9CtejcPI/0BDHuriN8j/Q7snDQq3yP3DXEvJBz/I/wMqhRbbz8j+wyHa+nxrzPzAqqRPQRPM/4OmVsgxx8z8gDeAtkKDzP3Dn+6nx0vM/0HjpJjEI9D/AbTSAt0D0P0DG3LWEfPQ/QILix5i79D9ATtGRXP70PzAqqRPQRPU/IBZqTfOO9T8AEhQ/xtz1P9B2vp8aL/Y/8Jfdk4eF9j9wzojS3uD2P8BtNIC3QPc/4M73U+Ol9z9ARUdy+Q/4P8ApOpLLf/g/8Chcj8L1+D/AmLuWkA/1P+CuJeSDnvU/gDjWxW009j+wNc07TtH2PzD/If32dfc/kEFg5dAi+D8wqRPQRNj4P/COU3Qkl/k/wEs3iUFg+j8QjErqBDT7P8CopE5AE/w/IKfoSC7//D+gM6K0N/j9P5BTdCSX//4/YNxGA3gLAEAA3gIJip8AQFixv+yePAFAwFsgQfHjAUCgibDh6ZUCQBhqTfOOUwNAsNhfdk8eBECABMWPMfcEQHgtIR/07AVAoDws1JrmBkAYSFD8GPMHQBiuR+F6FAlA0MzMzMxMCkCQMXctIZ8LQEC9UpYhDg1AWNO84xSdDkBIA3gLJCgQQNhfdk8eFhFAQGDl0CIbEkC0pnnHKToTQIAExY8xdxRA9EpZhjjWFUAEEhQ/xlwXQByeXinLEBlAYOXQItv5GkCMuWsJ+SAdQIxK6gQ0kR9AeOkmMQgsIUCkTkATYcMiQJp3nKIjmSRAXinLEMe6JkAoDwu1pjkpQCCOdXEbLSxAnO+nxku3L0B+rrZifwkyQDojSnuD3zRAtDf4wmT6OEDYX3ZPHuY/QC6QoPgxpkZArIvbaAA7UkBFR3L5Dx9gQHgLJCh+aG1Asp3vp8YkekBpb/CFyduFQA+cM6I03JBApb3BF+bCl0CIY13chmqeQF3cRgP4laFAK/aX3dNCokDy0k1iUP2gQLivA+dMcJxAejarPpeKlUAs1JrmHbGNQCsYldQJvoJABaOSOgHxdUDP91PjpWVoQKd5xyk65lpAoImw4elNT0DmP6Tfvl5EQKrx0k1iED5AOPjCZKpgOEAGo5I6Ad00QAYSFD/GXDJAXkvIBz1rMEDkg57Nqq8tQMAOnDOiFCtA9EHPZtXnKEDc14FzRhQnQO7rwDkjiiVAlKmCUUk9JEBO0ZFc/iMjQGb35GGhNiJAOgFNhA1vIUDeJAaBlcMgQJi7lpAPOiBATIQNT6+UH0C0N/jCZGogQGB2Tx4WKiBAtOpztRX7H0C8SQwCK8cfQPRsVn2uth9ADE+vlGXIH0CUQ4ts5/sfQA5Pr5RlKCBApHA9CtdjIEBwPQrXo7AgQKyt2F92DyFAcPCFyVSBIUDyH9JvXwciQIhjXdxGoyJALEMc6+JWI0Bq3nGKjiQkQORhodY0DyVA0pFc/kMaJkAooImw4UknQOACCYofoyhAeOkmMQgsKkAIX5hMFewrQFwgQfFj7C1A6nO1FfsbMEA8TtGRXG4xQC7/If329TJAriXkg569NECIY13cRtM2QNQrZRniSDlALNSa5h03PEAW2c73U8M/QLfRAN4CGUJAuycPC7UORUDctYR80INJQGIQWDm0rFBAoyO5/IdwWEAhsHJokTlkQOVhodY0GnJAP1dbsb9vgECMSuoEtMWMQFFrmndci5dAzojS3qC5oUADeAskiFmoQOAtkKAYWq5Ag1FJnQARsUBLyAc96zexQPFjzF0rJ69AY3/ZPTlmqUDLEMe6WMaiQB/0bFZ9TJlAXf5D+u1Oj0A4Z0Rp7wyCQM6I0t7g73NAj+TyH9IfZkC/fR04Z0haQHsUrkfhjlFAirDh6ZVqSkAydy0hH5RFQDj4wmSqcEJAqz5XW7EfQECq8dJNYpA8QIIExY8xhzlAQmDl0CL7NkDgvg6cM9I0QJoIG55e+TJAWFuxv+xuMUDKMsSxLg4wQBTyQc9mtS1A0LNZ9bmaK0AcDeAtkMApQDwK16NwHShA0t7gC5OpJkDKw0KtaV4lQPRsVn2uNiRAdnEbDeAtI0CqYFRSJ0AiQCbChqdXaiFADLWmecepIECASL99HfgfQHQkl/+Qvh5ANMSxLm6jHUCIhVrTvKMcQMxdS8gHvRtAsAPnjCjtGkBQ2ht8YTIaQLRZ9bnaihlAoGez6nP1GEDg6ZWyDHEYQFyxv+ye/BdAZDvfT42XF0Bw8IXJVEEXQPA4RUdy+RZA5BQdyeW/FkBMhA1Pr5QWQJwzorQ3eBZAYLpJDAJrFkCwR+F6FG4WQODgC5OpghZAQM9m1eeqFkDU3uALk+kWQGx4eqUsQxdAONbFbTTAF0BMYhBYOXQYQDhFR3L5jxlABKOSOgGNG0DgnBGlvYEfQBriWBe30SNASJ2AJsLmK0Boke18P2U1QK7YX3ZP5kBAqs/VVuwXSkCGyVTBqARTQAN4CyQoqllALpCg+DGyX0CL/WX35MFhQECk374O7mFA1XjpJjFOYEAT8kHPZuFaQE5iEFg5RFRAZO5aQj5ITEDjx5i7lqBCQAg9m1Wf+zdAbE3zjlPUL0CuR+F6FA4nQOziNhrAuyJALNSa5h3HIEDQItv5fuofQAQrhxbZTh9ABAmKH2MuH0B4Tx4Was0fQAIJih9jDiBALPaX3ZNHIEAAkX77OpAgQEi/fR045yBAXP5D+u1LIUDojCjtDb4hQARWDi2yPSJAeqUsQxzLIkC8Jw8LtWYjQIxK6gQ0ESRAXtxGA3jLJEBKDAIrh5YlQMDKoUW2cyZATvOOU3RkJ0DQItv5fmooQIC3QILihylAWFuxv+y+KkDEZKpgVBIsQBRhw9MrhS1AmP+QfvsaL0AkufyH9GswQDhnRGlvYDFAzBDHurhtMkDYo3A9CpczQNqs+lxtxTRAiPTb14EzNkDsUbgehcs3QPqgZ7PqkzlA+MJkqmCUO0DY8PRKWdY9QKabxCCwMkBAqz5XW7GnQUC0WfW52lJDQFdbsb/sPkVA0t7gC5N5R0DOqs/VVhRKQC7/If32JU1A7C+7Jw9nUEAs1JrmHZ9SQILix5i7alVAayv2l903WUCaCBueXhlfQF66SQwC12RAoBov3SRmb0DM7snDQnt6QA6+MJkqy4dA8rBQaxpqlUBd/kP6DXGiQHqlLEOcma1AbxKDwFrUtUBaZDvfP169QKmkTkCD7MFAzH9Iv526w0A6kst/oHvDQBSuR+FqRsFAnRGlvcGqu0DuWkI++B+0QKkT0ESYvqpAaW/whYleoECyLm6jwcKSQLRZ9bnawYRAdEaU9gZQd0Cq8dJNYkpsQCv2l92TU2NAduCcEaWFXUAyVTAqqUdYQGaIY13cxlRAkxgEVg4lUkDG3LWEfAhQQEQc6+I2kkxAYOXQItuhSUAmUwWjkiJHQOVhodY0/0RAV+wvuycnQ0CvJeSDno1BQA5Pr5RlKEBArthfdk/ePUC8Jw8LtbY7QB4Wak3zzjlAku18PzUeOEAENBE2PJ02QPYoXI/CRTVAikFg5dASNECOdXEbDQAzQLYV+8vuCTJAkjoBTYQtMUDUeOkmMWgwQKzP1Vbsby9AMP8h/fY1LkDIKTqSyx8tQAgbnl4pKyxAhMDKoUVWK0DkFB3J5Z8qQGSqYFRSBypAzKrP1VaMKUB01xLyQS8pQFR0JJf/8ChAmJAPejZrKEDgC5OpgnEoQHQCmggbnihAhJ7Nqs/1KEB0RpT2Bn8pQKgKRiV1QipAlPYGX5hMK0BUliGOdbEsQEhy+Q/ply5APgrXo3CtMEACCYofY+4yQBiV1AloIjdAPldbsb+sP0B6WKg1zZtIQOkmMQis5FRAoBov3SQuYkBmiGNd3LpuQAu1pnnHZnhAG55eKcvigUD9h/TbV/uHQCfChqfXOI1AUkmdgCYTkECqYFRSp8OPQBb7y+7JNIxAs+pztRWlhkAs1JrmnYqAQGWqYFRSIHZAVg4tsp1fa0DQItv5fu5fQMbctYR8MFJAeHqlLENkRUBgVFInoJk7QN6Th4VaIzRAbjSAt0BSMECMl24Sg0AsQKS9wRcmUylAbFZ9rrYiJ0DcaABvgWQlQNijcD0K9yNAgLdAguLHIkAkBoGVQ8shQEaU9gZf+CBA1JrmHadIIEB0cRsN4G0fQFg5tMh2fh5AzF1LyAe9HUCEyVTBqCQdQHCBBMWPsRxAxI8xdy1hHEA4qz5XWzEcQFTjpZvEIBxAdLUV+8suHEB8Nqs+V1scQKA8LNSaphxAGOJYF7cRHUBYF7fRAJ4dQLAl5IOeTR5ANMSxLm4jH0A2qz5XWxEgQCoYldQJqCBARpT2Bl9YIUC84xQdySUiQPjCZKpgFCNARkdy+Q8pJEAK16NwPWolQOTyH9Jv3yZAbMX+snuSKECsrdhfdo8qQKD4Meau5SxA8KfGSzepL0CcVZ+rrXgxQPa52or9dTNAeHqlLEPsNUBuEoPAyiE5QOLplbIMwT1A5fIf0m+3QkDG3LWEfABKQPXb14FzXlRAiUFg5dCMYUBmiGNd3GJvQG3F/rJ7intAzqrP1VbchkCdEaW9AZaRQKabxCDwzphAaABvgYTkn0DjNhrA25KiQJoIG54+eqNAFD/G3HVVokCTOgFNxBifQIhjXdxG6ZdA5x2n6AjEkEDtDb4wmZOFQGlv8IXJxnlA9UpZhjg4bUDByqFFtlVgQGUZ4lgXE1NAGlHaG3yZSECFfNCzWd1BQGzn+6nxgjxAqhPQRNgQOEAKaCJseOo0QBDpt68DdzJAZohjXdx2MEBM6gQ0EZYtQOCcEaW9wSpAZBniWBdXKEBQa5p3nEImQGiR7Xw/dSRA+u3rwDnjIkAYt9EA3oIhQCJseHqlTCBApCO5/Id0HkBcZDvfT40cQJghjnVx2xpAnBGlvcFXGUBcsb/snvwXQLzBFyZTxRZAPJtVn6utFUBsxf6ye7IUQByeXinL0BNA9NvXgXMGE0CoNc07TlESQOSlm8QgsBFA/GX35GEhEUBM845TdKQQQPD0SlmGOBBAYCnLEMe6D0AQpb3BFyYPQOC1hHzQsw5AiA1Pr5RlDkB44JwRpT0OQCDr4jYaQA5AwEKtad5xDkBgB84ZUdoOQBg/xty1hA9AVAWjkjpBEEDQGVHaG/wQQJSpglFJHRJAdAKaCBseEkBYW7G/7N4VQOxztRX7ix1AQMbctYScJkAYt9EA3uIyQGuad5yiK0BA+ORhodbsSkDWxW00gBdVQMqhRbbzjV5Ad76fGi9FZECwA+eMKH9oQMUgsHJouWpAX5hMFYw2akAhsHJokSVnQOeMKO0NhGJAuriNBvACW0CKjuTyHxZSQPrt68A5e0ZAfq62Yn95OkCgXinLEKcuQOLplbIMcSJA8IXJVMFoGEBUliGOdTESQEg3iUFg5Q1AGCZTBaMSCkCABMWPMXcHQCgPC7WmeQVAYI/C9SjcA0BwNIC3QIICQCC5/If0WwFAsBxaZDtfAECw0QDeAgn/PyAGgZVDi/0/YLG/7J48/D+AWtO84xT7P1DsL7snD/o/oPgx5q4l+T/gG3xhMlX4P4DysFBrmvc/ABlz1xLy9j8gMQisHFr2PzCJQWDl0PU/cG/whclU9T9w3nGKjuT0P3Akl/+QfvQ/oOhILv8h9D8g0m9fB87zPwCI9NvXgfM/0F1LyAc98z9ATtGRXP7yP8AFEhQ/xvI/cCv2l92T8j/QEvJBz2byPwC8BRIUP/I/AM4ZUdob8j9wnKIjufzxPzCAt0CC4vE/8HO1FfvL8T+gd5yiI7nxP7A3+MJkqvE/0Ac9m1Wf8T9gO99PjZfxPwB/arx0k/E/ECZTBaOS8T/AMJkqGJXxP/CePCzUmvE/oHA9Ctej8T9w3nGKjuTwP2DV52or9vA/8C+7Jw8L8T8wGsBbIEHxP9A7TtGRXPE/YG3F/rJ78T9wApoIG57xPxD7y+7Jw/E/sAPnjCjt8T/Qb18HzhnyP2CYTBWMSvI/4NAi2/l+8j/QxW00gLfyP6AjufyH9PI/cJHtfD818z+AFK5H4XrzP+Cs+lxtxfM/EK5H4XoU9D+AHThnRGn0P6BOQBNhw/Q/cJp3nKIj9T/QAN4CCYr1P1Au/yH99vU/sHvysFBr9j8Q6bevA+f2P7B78rBQa/c/EOAtkKD49z+QwvUoXI/4PyB8YTJVMPk/ABIUP8bc+T/AMJkqGJX6P4A2qz5XW/s/IHxhMlUw/D/wBl+YTBX9P9CI0t7gC/4/UAwCK4cW/z/Q91PjpRsAQLgehetRuABAcFZ9rrZiAUCwUGuadxwCQLhrCfmg5wJAMLKd76fGA0Ag2/l+arwEQLCd76fGywVAuGJ/2T35BkAIk6mCUUkIQOCcEaW9wQlA8MnDQq1pC0CAPzVeukkNQHgtIR/0bA9AOGdEaW/wEECYIY51cVsSQBi30QDeAhRAhMDKoUX2FUCQfvs6cE4YQNRNYhBYORtAHMnlP6QfH0Dk8h/Sb38iQH6MuWsJmSdAuI0G8Ba4MEA6I0p7g386QIanV8oypEZAGlHaG3yxU0DvycNCradgQJ/Nqs/VbGpAescpOpJnc0Cmm8QgsCp6QKVOQBPhFoBAdnEbDWDtgUAZBFYOLf6BQEdy+Q9pQ4BAgEi/fR2hekClvcEXJuFzQGuad5yiPWtABOeMKO1JYUCq8dJNYrBUQIxK6gQ0GUhAUGuad5zCPECyLm6jAawyQKCrrdhfVitAMlUwKqlTJkBApN++DpwjQBrAWyBB8SFAeC0hH/TMIEA4Z0Rpb/AfQLyWkA96th5A3JOHhVrTHUCcM6K0NzgdQLTIdr6f2hxAGEhQ/BizHECwLm6jAbwcQIxs5/up8RxA4AuTqYJRHUDwWkI+6NkdQCjChqdXih5A/O3rwDljH0A0ETY8vTIgQNLe4AuTySBAutqK/WV3IUDojCjtDT4iQMgpOpLLHyNAVn2utmIfJEBUwaikTkAlQC6yne+nhiZAgCbChqf3J0Bgw9MrZZkpQGwJ+aBncytABCuHFtmOLUC8uI0G8PYvQOq3rwPnXDFA3NeBc0b0MkDqJjEIrMw0QPqgZ7Pq8zZAsi5uowF8OUCutmJ/2X08QJ7vp8ZLD0BAYTJVMCpRQkCDwMqhRU5FQMgpOpLLt0lAQs9m1eeaUECvJeSDnrlXQD55WKg17WJAbVZ9rrZPcEAZc9cS8rF8QIJzRpR2kIhASZ2AJkLWk0CWIY51sbadQJT2Bl/YcqRAlPYGX3i1qUBIv30dWFmtQGkAb4FkOq5Aqz5XW3EIrEApXI/CNYSnQOjZrPqc9qFAGy/dJAYhmUAkufyH9DSQQAIrhxbZgYNAF0hQ/BhpdkC8dJMYBIxpQFR0JJf/gF5AbHh6pSwPVEBMyAc9m31NQMb+snvyqEdA4L4OnDMCREBmZmZmZmZBQAisHFpkuz5AKFyPwvVoO0A0ETY8vaI4QCYxCKwcSjZAmpmZmZlJNECMSuoENJEyQDIIrBxaFDFAxGSqYFSSL0DImLuWkE8tQGwJ+aBnUytANFUwKqmTKUC4awn5oAcoQA5Pr5RlqCZA5KWbxCBwJUDuWkI+6FkkQOCcEaW9YSNA+DHmriWEIkCu2F92T74hQFqGONbFDSFAVFInoIlwIEC0FfvL7skfQIjS3uAL0x5A7Hw/NV76HUDojCjtDT4dQCD99nXgnBxAhJ7Nqs8VHEDUmuYdp6gbQBTyQc9mVRtAQOjZrPocG0DkWBe30QAbQPgP6bevAxtAmEwVjEoqG0AgY+5aQn4bQKCJsOHpFRxA1FbsL7snHUCkI7n8hzQfQAgbnl4pqyFA9I5TdCQ3JkCcCBueXkkuQOI2GsBbYDZAswxxrIsTQUDuDb4wmapJQIqO5PIfXlJA5/up8dKJWECW1AloIjxeQFR0JJf/BGFA8WPMXUtgYUCL/WX35A9gQBQdyeU/DFtAUI2XbhLvVECCc0aU9h5OQKFns+pzfURAhlrTvOMkO0A6AU2EDU8yQIBIv30deCpAsnvysFArJUDoaiv2l50iQLr8h/TbdyFAWFuxv+z+IEAMAiuHFtkgQKw+V1ux3yBAwhcmUwUDIUBcsb/snjwhQO7Jw0KtiSFADHGsi9voIUC2hHzQs1kiQLIubqMB3CJA5KWbxCBwI0Bm9+RhoRYkQFRSJ6CJ0CRAArwFEhSfJUAy5q4l5IMmQP5D+u3rgCdASJT2Bl+YKECwA+eMKM0pQDSAt0CCIitAeHqlLEOcLEB0RpT2Bj8uQCoYldQJCDBAmP+QfvsKMUB46SYxCCwyQFafq63YbzNAelioNc3bNEC8lpAPenY2QGRd3EYDSDhAmLuWkA9aOkDwFkhQ/Lg8QKRwPQrXcz9AEFg5tMhOQUC62or9ZSdDQCQofoy5U0VAQj7o2azqR0D+Q/rt6xBLQGhEaW/wDU9AmEwVjEpCUkDHuriNBnxWQKCrrdhf8l1AOdbFbTQmZkDGbTSAtxRyQHBfB84ZN39A3bWEfNADi0B0tRX7S4GWQO7rwDkDmqFAQxzr4pZ/qUASpb3BF/qwQPLSTWIwqbRAfa62Yo/VtkBjf9k9Wcm2QLU3+MIEibRAZohjXVzPsECDUUmdICmpQOlILv/BT6FA3+ALk6kSlkDf4AuTqXKKQIBIv30djH5AK/aX3ZO7cUAdWmQ739NlQHDwhclUtV1AQBNhw9NzVkDGbTSAt1RSQApGJXUCUk9AirDh6ZVqS0DmriXkg1ZIQNUJaCJs0EVAeHqlLEO0Q0Ay5q4l5OtBQI/C9ShcZ0BAMN0kBoE1PkB+rrZif/k7QCQofoy5CzpA4seYu5ZgOEDKw0Ktae42QHbgnBGlrTVADr4wmSqYNEBGtvP91KgzQCQofoy52zJAILByaJEtMkB6WKg1zZsxQGrecYqOJDFAZmZmZmbGMEAAIv32dYAwQPyp8dJNUjBAsi5uowE8MEAEeAskKD4wQCigibDhWTBAxv6ye/KQMEASFD/G3OUwQHjpJjEIXDFADi2yne/3MUBWDi2ynb8yQHoUrkfhujNA+FPjpZv0NECw4emVsnw2QJB++zpwbjhA/Bhz1xICO0Cad5yiI7k+QEJg5dAiY0JA+u3rwDnrR0CTGARWDlVRQFJJnYAmultAL90kBoFnZ0BSSZ2AJsdzQJAxdy0hFIBABOeMKG2NiEC6SQwC62CRQNXnais2opZAVOOlm0T1mkCz6nO1FSqdQCh+jLkrhJxAidLe4Is9mUCiRbbzvVqUQCSX/5B+GY5AfGEyVbCGhECn6Egu/xJ6QPw6cM6IXG9AF7fRAN5mYkBDrWnecQ5WQErqBDQRdkxAs+pztRVrREBq3nGKjixAQAK8BRIUbztApgpGJXUyOEBUdCSX/9A1QOCcEaW98TNABvAWSFBsMkAIPZtVnysxQMTTK2UZIjBA6JWyDHGMLkBUJ6CJsCEtQAzgLZCg+CtA8IXJVMEIK0DQZtXnaksqQJghjnVxuylAoEW28/1UKUBoke18PxUpQGAHzhlR+ihA4AIJih8DKUB01xLyQS8pQByn6EgufylAbCv2l93zKUDkYaHWNI8qQNy1hHzQUytAoNY07zhFLECcoiO5/GctQBhz1xLywS5Adr6fGi8tMEDM7snDQh0xQGaIY13cNjJANhrAWyCBM0AUYcPTKwU1QDxO0ZFczjZAsp3vp8brOED+ZffkYXE7QOomMQisfD5A1QloImwgQUAJG55eKZNDQIIExY8xD0dAbhKDwMq5TEDgnBGlvXFTQDCZKhiVNF1A8kHPZtXtZ0BWDi2ynW10QDBMpgpGTYFA3EYDeIsQjEDx9EpZRliVQLHh6ZXyF55AXdxGAxiIo0ClLEMcCzWnQCZTBaOyEqlATtGRXB6DqEAy5q4lJLilQI9TdCRXjaFA2c73UyMJmkARNjy9UtORQJYhjnXxt4ZABcWPMXdce0A2zTtO0flvQEATYcPT52JAGCZTBaPKV0C7Jw8LtYJQQKCrrdhfRklATx4Wak3DREBm9+RhocZBQB7J5T+kHz9A1CtlGeKYO0ACK4cW2a44QLameccpOjZAwmSqYFQiNEC84xQdyVUyQBDpt68DxzBAnO+nxkvXLkCgq63YX3YsQFgXt9EAXipAiGNd3EaDKEDoSC7/Id0mQKSSOgFNZCVAGCZTBaMSJEBQjZduEuMiQFKWIY510SFAmLuWkA/aIEDctYR80PMfQCD99nXgXB5AYLpJDALrHEB88rBQa5obQCwYldQJaBpAqDXNO05RGUCIFtnO91MYQMwyxLEubhdAIIXrUbieFkAwCKwcWuQVQFg5tMh2PhVAeC0hH/SsFEB0+Q/pty8UQGTMXUvIxxNA2IFzRpR2E0DIKTqSyz8TQEDPZtXnKhNA0ADeAglKE0DsfD81XjoUQLgehetReBVAYOXQIts5GEDAWyBB8eMdQBgmUwWjUiRADJOpglGpLUDo2az6XC02QK+UZYhjRUBAHJ5eKcvARkDQItv5fspNQGaIY13cDlJAfPKwUGsWVED8GHPXElpUQMWPMXctwVJABFYOLbKdT0DQs1n1uZJIQGq8dJMYxEFAcmiR7XzfN0DEZKpgVBIvQCCwcmiRDSRAgCbChqfXGkBcQj7o2WwTQPi52or95Q5AuECC4seYCkC4uI0G8BYIQHA9CtejcAZAaBniWBc3BUDwfD81XjoEQEg3iUFgZQNAQJtVn6utAkCQOgFNhA0CQDjWxW00gAFAiGNd3EYDAUAwVTAqqZMAQKjP1VbsLwBA8JWyDHGs/z/wL7snDwv/P7Bif9k9ef4/ENBE2PD0/T+Qy39Iv339P5BK6gQ0Ef0/AE2EDU+v/D+gzarP1Vb8P4BzRpT2Bvw/QJLLf0i/+z9Qfa62Yn/7P4AvTKYKRvs/oAG8BRIU+z/wQc9m1ef6P1BJnYAmwvo/4L4OnDOi+j+goiO5/If6PxBIUPwYc/o/UK+UZYhj+j9A2PD0Sln6P4AW2c73U/o/AMNkqmBU+j9A2PD0Sln6P1CvlGWIY/o/MO84RUdy+j9QnYAmwob6P0C0yHa+n/o/8DhFR3L5+j/Qf0i/fR37P2CIY13cRvs/MP8h/fZ1+z+wN/jCZKr7P3DecYqO5Ps/UPOOU3Qk/D/QItv5fmr8P/BsVn2utvw/MH6MuWsJ/T/gAgmKH2P9PxD7y+7Jw/0/QBNhw9Mr/j9gS8gHPZv+P8CopE5AE/8/AH9qvHST/z94kxgEVg4AQPBILv8h/f4/4K4l5IOe/z/4deCcESUAQKiCUUmdgABA+Knx0k3iAEAowoanV0oBQJh3nKIjuQFAAE2EDU8vAkDI7snDQq0CQOC1hHzQMwNA4CQGgZXDA0B4vp8aL10EQIjbaABvAQVAOKs+V1uxBUCQXP5D+m0GQLgehetROAdAAPd14JwRCEAol/+QfvsIQLjaiv1l9wlAuEkMAisHC0CQGARWDi0MQHilLEMcaw1AiKdXyjLEDkDoaiv2lx0QQESLbOf76RBA1LzjFB3JEUAgH/RsVr0SQERpb/CFyRNAcD0K16PwFEDYgXNGlDYWQDi0yHa+nxdA4OmVsgwxGUDg6ZWyDPEaQBDpt68D5xxAQKTfvg4cH0AExY8xd80gQPD0SlmGOCJAZDvfT43XI0Bqb/CFybQlQLCUZYhj3SdA/Knx0k1iKkDsnjws1FotQEzIBz2bdTBA7uvAOSOqMkDkg57Nqo81QHKsi9towDlA6+I2GsB7QEBc/kP67ZtGQDPEsS5uB1FA/MvuycOSW0A/NV66SfxmQKRwPQrX6XJAW0I+6NnRfUDecYqOZB2GQDbNO05RjI5AD5wzojSGk0B6Nqs+l/aWQJ0Rpb1BsJhAlPYGX1gmmEAdOGdE6YaVQPCFyVSBmJFAR3L5D+mKikBHA3gLpJOCQAkbnl4pT3hAJJf/kH4pbkCz6nO1FSliQEymCkYlBVZAqMZLN4khTECqYFRSJ6BDQBI2PL1SFj5AACL99nXQOEB2Tx4Wam01QFhbsb/s/jJACM4ZUdobMUCA+zpwzigvQKikTkAToSxAwFsgQfGDKkBY9bnair0oQOTyH9JvPydA6Iwo7Q3+JUBwPQrXo/AkQHIbDeAtECRAuriNBvBWI0A4+MJkqsAiQHw/NV66SSJAOiNKe4PvIUCqz9VW7K8hQERpb/CFiSFACKwcWmR7IUDaiv1l94QhQLwFEhQ/piFAjlN0JJffIUDEQq1p3jEiQMrDQq1pniJAnl4pyxAnI0B0kxgEVs4jQLraiv1llyRA2PD0SlmGJUAc6+I2GqAmQHqlLEMc6ydAAE2EDU9vKUC8lpAPejYrQHhPHhZqTS1AbLx0kxjEL0CcM6K0N1gxQH77OnDOGDNAzBDHurg9NUBgVFInoPk3QLYV+8vuuTtARPrt68C5QEB/+zpwzphFQJT2Bl+YfE5A1XjpJjF4V0C0yHa+nxhjQAR4CyQodm9AnMQgsHJKeUC4rwPnDFyDQG40gLdA04tAexSuR+GdkkCJQWDlEBCXQPhT46XbSppAmN2Th0Vom0CxUGua9wuaQNejcD3KpZZAmnecoiMikkAy5q4lZOWKQF3cRgN4lYJAf/s6cM4heEBO0ZFc/uVtQKfoSC7/H2JAcF8HzhlVVkBGlPYGXzBNQKVOQBNh00RAAU2EDU83QEDgLZCg+PE6QLJ78rBQSzdA1LzjFB2ZNED2udqK/XUyQKa9wRcmszBAAG+BBMVvLkBErWneceorQDgawFsgwSlA+g/pt6/jJ0Cg+DHmrkUmQMxdS8gH3SRA4JwRpb2hI0BaZDvfT40iQEQc6+I2miFAhqdXyjLEIECegCbChgcgQIwfY+5awh5AsJRliGOdHUDs4jYawJscQLSmeccpuhtA2D15WKj1GkCUsgxxrEsaQChTBaOSuhlAqIJRSZ1AGUDMO07RkdwYQOj7qfHSjRhAUEATYcNTGEDMMsSxLi4YQLCUZYhjHRhAqOhILv8hGECUh4Va0zwYQFgOLbKdbxhAJNv5fmq8GEBMe4MvTCYZQODplbIMsRlANIC3QIJiGkBseHqlLEMbQMTTK2UZYhxAIEHxY8zdHUDUCWgibPgfQKjGSzeJoSFAVOOlm8QAJUDgnBGlvSEqQAwkKH6MuTFAHhZqTfPeOUBNhA1Pr5xDQJoqGJXUsU1Aw9MrZRnGVUDqJjEIrFReQOOlm8Qg1GNAsHJoke0kaEAqqRPQRC5rQHNoke18GWxA+1xtxf6cakBa9bnaii9nQHxhMlUwuGJA/MvuycM6XECLbOf7qRFUQCxDHOviTktAGQRWDi06QkAA3gIJir84QFjKMsSxzjFAcBsN4C3wK0CEL0ymCuYnQIqw4emV0iVAHA3gLZDAJECmeccpOjIkQLK/7J487CNA3LWEfNDTI0CUh4Va09wjQOJ6FK5HASRArrZif9k9JEBUUiegiZAkQIBIv30d+CRAaiv2l91zJUD6D+m3rwMmQLprCfmgpyZAHOviNhpgJ0CwR+F6FC4oQIiw4emVEilAPAFNhA0PKkC8wRcmUyUrQEhQ/BhzVyxALBiV1AmoLUAMRiV1AhovQGJ/2T15WDBAYn/ZPXk4MUCQwvUoXC8yQMi6uI0GQDNAPptVn6ttNEBANV66Sbw1QDhnRGlvMDdAcmiR7XzPOEDkpZvEIKA6QNIA3gIJqjxA2BLyQc/2PkD+Q/rt68hAQGrecYqOREJAyXa+nxr3Q0CIY13cRutFQGYZ4lgXL0hA6revA+fUSkDkYaHWNPdNQOLplbIM4VBAVFInoIlEU0BKDAIrh35WQCh+jLlrTVtAuY0G8BaeYUAIPZtVn6FoQLaEfNCzoXJA+FPjpZu5fUBWfa62YhSIQKg1zTtOJpNAnYAmwoY1nUAgY+5agg2lQHS1FfurcaxAqaROQJPosUC94xQdyee0QF1txf4CfLZA7FG4HmUttkCad5yikxS0QEw3iUHAyLBA9dvXgTMPqkBO0ZFcXuKiQMKGp1eKtZlAG55eKQuakED0bFZ9rrCEQGq8dJMYkHlAZohjXdw6cECoNc07TvVlQK62Yn/ZH2BAyjLEsS6KWUCEDU+vlFlVQD0K16NwcVJAuB6F61E8UEA2qz5XW+lMQPyH9NvX8UlAWmQ7309tR0Bcj8L1KERFQISezarPZUNAWmQ730/FQUBxPQrXo1hAQB44Z0RpLz5AumsJ+aD3O0ACTYQNT/85QOjZrPpcPThAQq1p3nGqNkByrIvbaEA1QHzQs1n1+TNANBE2PL3SMkCCc0aU9sYxQPp+arx00zBAYLpJDALrL0CEfNCzWVUuQKjoSC7/4SxAPHlYqDWNK0CkAbwFElQqQNy1hHzQMylARIts5/spKEC+DpwzojQnQKhXyjLEUSZAVp+rrdh/JUCwlGWIY70kQEZHcvkPCSRA/If029dhI0AQx7q4jcYiQKCrrdhfNiJAxty1hHywIUCkAbwFEjQhQKYKRiV1wiBAggTFjzFXIEBIv30dOOcfQFjKMsSxLh9A+A/pt6+DHkCEDU+vlOUdQBhqTfOOUx1ABKOSOgHNHEDEILByaFEcQMhLN4lB4BtAgIy5awl5G0BcS8gHPRsbQEidgCbCxhpAtOpztRV7GkBIcvkP6TcaQAQ0ETY8/RlAfIMvTKbKGUBwio7k8p8ZQLRZ9bnaChlAxP6ye/LwGEAghetRuN4YQKQBvAUS1BhAVHQkl//QGEBMyAc9m9UYQIz9Zffk4RhAFBQ/xtz1GEA0zTtO0REZQPQoXI/CNRlAqOhILv9hGUBk9+RhoZYZQKQBvAUS1BlAfPKwUGsaGkCYTBWMSmoaQDDmriXkwxpA1FbsL7snG0AQNjy9UpYbQHAbDeAtEBxA2F92Tx6WHEDwhclUwSgdQJzmHafoyB1AuNqK/WV3HkCgZ7PqczUfQKjoSC7/ASBAGARWDi1yIEDqc7UV++sgQHIbDeAtcCFArD5XW7H/IUAkl/+QfpsiQKK0N/jCRCNAeJyiI7n8I0CitDf4wsQkQJAPejarniVAJEp7gy+MJkCsrdhfdo8nQEDPZtXnqihAcPCFyVThKUC8dJMYBDYrQJT2Bl+YrCxADJOpglFJLkBiEFg5tAgwQPYGX5hMBTFAWBe30QAeMkAsQxzr4lYzQGpv8IXJtDRAPptVn6s9NkAqOpLLf/g3QMqhRbbz7TlA1AloImwoPEDc+X5qvLQ+QFInoImw0UBAlPYGX5iEQkBvEoPAyoFEQLprCfmg30ZAvsEXJlPFSUA4Z0Rpb4BNQCNKe4MvWFFAZ0Rpb/BNVUCEfNCzWd1bQAIrhxbZnGNAbqMBvAV4bUA4Z0RpbwJ3QNDVVuyvFIJA001iENjSi0B0RpT2RpGUQKkT0ETY35xAUrgehWsbo0ApXI/C9binQEI+6NksfqtAQxzr4haSrUARNjy9EmOtQKCJsOHp/qpANIC3QEIJp0AibHh6RV2iQCxlGeLYfJtAVn2utiJpk0AgQfFjzBGKQMRCrWne24BAZvfkYaFtdUA0gLdAgoprQAU0ETY8e2JAwoanV8qKWkDkg57Nqn9UQF5LyAc9z1BAZmZmZma2TECo6Egu/yFJQMIXJlMFU0ZAsi5uowEEREDTTWIQWBFCQK7YX3ZPZkBA0gDeAgnqPUCCc0aU9mY7QFCvlGWIMzlA3pOHhVpDN0CUZYhjXYw1QNhfdk8eBjRA7lpCPuipMkBSuB6F63ExQPA4RUdyWTBADAIrhxa5LkA4I0p7g+8sQOTHmLuWUCtAnO+nxkvXKUDk8h/Sb38oQIQNT6+URSdAZmZmZmYmJkDk8h/Sbx8lQFioNc07LiRAqhPQRNhQI0D2l92Th4UiQAr5oGezyiFArBxaZDsfIUD8h/Tb14EgQPzt68A54x9A7OI2GsDbHkAIPZtVn+sdQIyO5PIfEh1AWKg1zTtOHEA4tMh2vp8bQNjw9EpZBhtAbDSAt0CCGkCIFtnO9xMaQCTb+X5qvBlAzF1LyAd9GUAMvjCZKlgZQFR0JJf/UBlAeC0hH/RsGUDYPXlYqLUZQJTLf0i/PRpA0GbV52orG0BA8WPMXcscQIxs5/upsR9AMlUwKqlzIkCuad5xig4nQKDWNO845S5A9gZfmEzFNUDCZKpgVFI/QEQc6+I2KkZA0gDeAgnSTkBDHOviNoJUQOY/pN++5llAZO5aQj7YXkBYObTIdjZhQPW52or95WFATmIQWDlKYUDsnjws1BpfQGaIY13cMlpA1lbsL7vHVEAcWmQ73zdPQC4hH/RsXkZAXinLEMfqPkCASL99Hfg0QAiKH2PumixAio7k8h8yJECwtmJ/2T0eQHwUrkfhOhhABBIUP8acFECQwvUoXE8SQLjaiv1ltxBA8B/Sb18HD0DwjlN0JBcNQPgoXI/CdQtAkDoBTYQNCkDAZKpgVNIIQHhYqDXNuwdAUNGRXP7DBkD4udqK/eUFQLDYX3ZPHgVA8MnDQq1pBEAQg8DKocUDQOClm8QgMANAMNSa5h2nAkDQ3uALkykCQBAUP8bctQFA0ETY8PRKAUAoGJXUCegAQHgLJCh+jABAoO+nxks3AEDgg57Nqs//P4BYqDXNO/8/IARWDi2y/j8A1XjpJjH+PzDLEMe6uP0/QOF6FK5H/T9gF7fRAN78P/DAOSNKe/w/IIXrUbge/D+At0CC4sf7P6Crrdhfdvs/8A2+MJkq+z8Q2c73U+P6P5C5awn5oPo/4AIJih9j+j8wXI/C9Sj6P1AeFmpN8/k/4JwRpb3B+T8Af2q8dJP5PxBxrIvbaPk/IHPXEvJB+T+w2F92Tx75P9ChRbbz/fg/ACL99nXg+D/ABRIUP8b4PwBNhA1Pr/g/8J48LNSa+D9gVFInoIn4P/DAOSNKe/g/kOTyH9Jv+D/QEvJBz2b4PzD4wmSqYPg/sJRliGNd+D9A6Nms+lz4P3BGlPYGX/g/wFsgQfFj+D8gKH6MuWv4PzD/If32dfg/UI2XbhKD+D+Q0t7gC5P4P+DO91Pjpfg/QILix5i7+D9QQBNhw9P4P+BhodY07/g/AOeMKO0N+T/Qdr6fGi/5P4AW2c73U/k/YG3F/rJ7+T/AJw8Ltab5P6BFtvP91Pk/gHNGlPYG+j9gsb/snjz6PzD/If32dfo/AF1txf6y+j/AyqFFtvP6P2Ch1jTvOPs/4OALk6mC+z/A3LWEfND7PwDu68A5I/w/gBSuR+F6/D9QUPwYc9f8P9BNYhBYOf0/AGb35GGh/T/gP6Tfvg7+P+DgC5Opgv4/8Egu/yH9/j/g0CLb+X7/PzDmriXkAwBAWCBB8WNMAEDwFkhQ/JgAQCigibDh6QBAqD5XW7E/AUC4yHa+n5oBQEA+6Nms+gFAcM6I0t5gAkAIo5I6Ac0CQCDr4jYaQANAuKZ5xym6A0DoBDQRNjwEQDCyne+nxgRAKDEIrBxaBUDwsFBrmvcFQDi0yHa+nwZAUEATYcNTB0BQhA1PrxQIQIiFWtO84whAiB9j7lrCCUDgLZCg+LEKQMAOnDOitAtAIEp7gy/MDEB4FK5H4foNQOAkBoGVQw9ATIQNT69UEEC4/If02xcRQOjZrPpc7RFASFD8GHPXEkAo7Q2+MNkTQBQUP8bc9RRA/NR46SYxFkAAb4EExY8XQNijcD0KFxlAINJvXwfOGkB4nKIjubwcQJQYBFYO7R5A2F92Tx62IED2udqK/SUiQNy1hHzQ0yNA2F92Tx7WJUAK+aBns8onQBBYObTIFitAIIXrUbi+L0AwTKYKRmUzQK4l5IOe/ThA54wo7Q0GQUDgnBGlvUlIQJ7vp8ZLy1FAJXUCmggzWkAep+hILgNjQE5iEFg50mpA+MJkqmA3ckAQWDm0yK13QDGZKhiVVX1A4L4OnDNAgUCcM6K0Ny6DQHe+nxqvEYRANqs+V1u1g0CKsOHplS+CQJoIG55eqn9AIGPuWkIhekCrPldbsYR0QCoYldQJym5Aofgx5q4vZkB0kxgEVvZeQAIrhxbZLlVA6Egu/yHtTEARx7q4jSZEQIZa07zjRD1AejarPld7NkDsnjws1EoyQCBj7lpCPi9AUI2XbhKjK0AQ6bevAwcpQEwVjErqBCdALNSa5h1nJUD+snvysBAkQKg1zTtO8SJAIGPuWkL+IUCq8dJNYjAhQG40gLdAgiBAkDF3LSHfH0DwycNCrekeQMjDQq1pHh5ARLbz/dR4HUAwuycPC/UcQDhFR3L5jxxAvEkMAitHHEBIlPYGXxgcQDReukkMAhxAGLfRAN4CHEDwWkI+6BkcQNjw9EpZRhxASOF6FK6HHEAEVg4tst0cQAxPr5RlSB1AnKIjufzHHUDoJjEIrFweQLxJDAIrBx9A1HjpJjHIH0Cq8dJNYlAgQEZHcvkPySBA5j+k375OIUCmCkYldeIhQBRhw9MrhSJA1udqK/Y3I0B4eqUsQ/wjQBZqTfOO0yRAOrTIdr6/JUD8y+7Jw8ImQJAxdy0h3ydA2MVtNIAXKUAgFmpN824qQJ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mZmYGQ0DRzMzMzAxDQDgzMzMzE0NAnpmZmZkZQ0AFAAAAACBDQGtmZmZmJkNA0czMzMwsQ0A4MzMzMzNDQJ6ZmZmZOUNABQAAAABAQ0BrZmZmZkZDQNLMzMzMTENAODMzMzNTQ0CemZmZmVlDQAUAAAAAYENAa2ZmZmZmQ0DSzMzMzGxDQDgzMzMzc0NAnpmZmZl5Q0AFAAAAAIBDQGtmZmZmhkNA0szMzMyMQ0A4MzMzM5NDQJ6ZmZmZmUNABQAAAACgQ0BrZmZmZqZDQNLMzMzMrENAODMzMzOzQ0CemZmZmblDQAUAAAAAwENAa2ZmZmbGQ0DSzMzMzMxDQDgzMzMz00NAnpmZmZnZQ0AFAAAAAOBDQGtmZmZm5kNA0szMzMzsQ0A4MzMzM/NDQJ6ZmZmZ+UNABQAAAAAAREBrZmZmZgZEQNLMzMzMDERAODMzMzMTRECemZmZmRlEQAUAAAAAIERAa2ZmZmYmREDSzMzMzCxEQDgzMzMzM0RAn5mZmZk5REAFAAAAAEBEQGtmZmZmRkRA0szMzMxMREA4MzMzM1NEQJ+ZmZmZWURABQAAAABgREBrZmZmZmZEQNLMzMzMbERAODMzMzNzRECfmZmZmXlEQAUAAAAAgERAa2ZmZmaGREDSzMzMzIxEQDgzMzMzk0RAn5mZmZmZREAFAAAAAKBEQGtmZmZmpkRA0szMzMysREA4MzMzM7NEQJ+ZmZmZuURABQAAAADAREBrZmZmZsZEQNLMzMzMzERAODMzMzPTRECfmZmZmdlEQAUAAAAA4ERAbGZmZmbmREDSzMzMzOxEQDgzMzMz80RAn5mZmZn5REAFAAAAAABFQGxmZmZmBkVA0szMzMwMRUA4MzMzMxNFQJ+ZmZmZGUVABQAAAAAgRUBsZmZmZiZFQNLMzMzMLEVAODMzMzMzRUCfmZmZmTlFQAUAAAAAQEVAbGZmZmZGRUDSzMzMzExFQDgzMzMzU0VAn5mZmZlZRUAFAAAAAGBFQGxmZmZmZkVA0szMzMxsRUA4MzMzM3NFQJ+ZmZmZeUVABQAAAACARUBsZmZmZoZFQNLMzMzMjEVAODMzMzOTRUCfmZmZmZlFQAUAAAAAoEVAbGZmZmamRUDSzMzMzKxFQDgzMzMzs0VAn5mZmZm5RUAFAAAAAMBFQGxmZmZmxkVA0szMzMzMRUA5MzMzM9NFQJ+ZmZmZ2UVABQAAAADgRUBsZmZmZuZFQNLMzMzM7EVAOTMzMzPzRUCfmZmZmflFQAUAAAAAAEZAbGZmZmYGRkDSzMzMzAxGQDkzMzMzE0ZAn5mZmZkZRkAFAAAAACBGQGxmZmZmJkZA0szMzMwsRkA5MzMzMzNGQJ+ZmZmZOUZABQAAAABARkBsZmZmZkZGQNLMzMzMTEZAOTMzMzNTRkCfmZmZmVlGQAUAAAAAYEZAbGZmZmZmRkDSzMzMzGxGQDkzMzMzc0ZAn5mZmZl5RkAGAAAAAIBGQGxmZmZmhkZA0szMzMyMRkA5MzMzM5NGQJ+ZmZmZmUZABgAAAACgRkBsZmZmZqZGQNLMzMzMrEZAOTMzMzOzRkCfmZmZmblGQAYAAAAAwEZAbGZmZmbGRkDSzMzMzMxGQDkzMzMz00ZAn5mZmZnZRkAGAAAAAOBGQGxmZmZm5kZA0szMzMzsRkA5MzMzM/NGQJ+ZmZmZ+UZABgAAAAAAR0BsZmZmZgZHQNLMzMzMDEdAOTMzMzMTR0CfmZmZmRlHQAYAAAAAIEdAbGZmZmYmR0DSzMzMzCxHQDkzMzMzM0dAn5mZmZk5R0AGAAAAAEBHQGxmZmZmRkdA0szMzMxMR0A5MzMzM1NHQJ+ZmZmZWUdABgAAAABgR0BsZmZmZmZHQNPMzMzMbEdAOTMzMzNzR0CfmZmZmXlHQAYAAAAAgEdAbGZmZmaGR0DTzMzMzIxHQDkzMzMzk0dAn5mZmZmZR0AGAAAAAKBHQGxmZmZmpkdA08zMzMysR0A5MzMzM7NHQJ+ZmZmZuUdABgAAAADAR0BsZmZmZsZHQNPMzMzMzEdAOTMzMzPTR0CfmZmZmdlHQAYAAAAA4EdAbGZmZmbmR0DTzMzMzOxHQDkzMzMz80dAn5mZmZn5R0AGAAAAAABIQGxmZmZmBkhA08zMzMwMSEA5MzMzMxNIQKCZmZmZGUhABgAAAAAgSEBsZmZmZiZIQNPMzMzMLEhAOTMzMzMzSECgmZmZmTlIQAYAAAAAQEhAbGZmZmZGSEDTzMzMzExIQDkzMzMzU0hAoJmZmZlZSEAGAAAAAGBIQGxmZmZmZkhA08zMzMxsSEA5MzMzM3NIQKCZmZmZeUhABgAAAACASEBsZmZmZoZIQNPMzMzMjEhAOTMzMzOTSECgmZmZmZlIQAYAAAAAoEhAbGZmZmamSEDTzMzMzKxIQDkzMzMzs0hAoJmZmZm5SEAGAAAAAMBIQGxmZmZmxkhA08zMzMzMSEA5MzMzM9NIQKCZmZmZ2UhABgAAAADgSEBsZmZmZuZIQNPMzMzM7EhAOTMzMzPzSECgmZmZmflIQAYAAAAAAElAbWZmZmYGSUDTzMzMzAxJQDkzMzMzE0lAoJmZmZkZSUAGAAAAACBJQG1mZmZmJklA08zMzMwsSUA5MzMzMzNJQKCZmZmZOUlABgAAAABASUBtZmZmZkZJQNPMzMzMTElAOTMzMzNTSUCgmZmZmVlJQAYAAAAAYElAbWZmZmZmSUDTzMzMzGxJQDkzMzMzc0lAoJmZmZl5SUAGAAAAAIBJQG1mZmZmhklA08zMzMyMSUA5MzMzM5NJQKCZmZmZmUlABgAAAACgSUBtZmZmZqZJQNPMzMzMrElAOjMzMzOzSUCgmZmZmblJQAYAAAAAwElAbWZmZmbGSUDTzMzMzMxJQDozMzMz00lAoJmZmZnZSUAGAAAAAOBJQG1mZmZm5klA08zMzMzsSUA6MzMzM/NJQKCZmZmZ+UlABgAAAAAASkBtZmZmZgZKQNPMzMzMDEpAOjMzMzMTSkCgmZmZmRlKQAYAAAAAIEpAbWZmZmYmSkDTzMzMzCxKQDozMzMzM0pAoJmZmZk5SkAGAAAAAEBKQG1mZmZmRkpA08zMzMxMSkA6MzMzM1NKQKCZmZmZWUpABgAAAABgSkBtZmZmZmZKQNPMzMzMbEpAOjMzMzNzSkCgmZmZmXlKQAYAAAAAgEpAbWZmZmaGSkDTzMzMzIxKQDozMzMzk0pAoJmZmZmZSkAHAAAAAKBKQG1mZmZmpkpA08zMzMysSkA6MzMzM7NKQKCZmZmZuUpABwAAAADASkBtZmZmZsZKQNPMzMzMzEpAOjMzMzPTSkCgmZmZmdlKQAcAAAAA4EpAbWZmZmbmSkDTzMzMzOxKQDozMzMz80pAoJmZmZn5SkAHAAAAAABLQG1mZmZmBktA08zMzMwMS0A6MzMzMxNLQKCZmZmZGUtABwAAAAAgS0BtZmZmZiZLQNPMzMzMLEtAOjMzMzMzS0CgmZmZmTlLQAcAAAAAQEtAbWZmZmZGS0DUzMzMzExLQDozMzMzU0tAoJmZmZlZS0AHAAAAAGBLQG1mZmZmZktA1MzMzMxsS0A6MzMzM3NLQKCZmZmZeUtABwAAAACAS0BtZmZmZoZLQNTMzMzMjEtAOjMzMzOTS0CgmZmZmZlLQAcAAAAAoEtAbWZmZmamS0DUzMzMzKxLQDozMzMzs0tAoJmZmZm5S0AHAAAAAMBLQG1mZmZmxktA1MzMzMzMS0A6MzMzM9NLQKCZmZmZ2UtABwAAAADgS0BtZmZmZuZLQNTMzMzM7EtAOjMzMzPzS0CgmZmZmflLQAcAAAAAAExAbWZmZmYGTEDUzMzMzAxMQDozMzMzE0xAoJmZmZkZTEAHAAAAACBMQG1mZmZmJkxA1MzMzMwsTEA6MzMzMzNMQKGZmZmZOUxABwAAAABATEBtZmZmZkZMQNTMzMzMTExAOjMzMzNTTEChmZmZmVlMQAcAAAAAYExAbWZmZmZmTEDUzMzMzGxMQDozMzMzc0xAoZmZmZl5TEAHAAAAAIBMQG1mZmZmhkxA1MzMzMyMTEA6MzMzM5NMQKGZmZmZmUxABwAAAACgTEBtZmZmZqZMQNTMzMzMrExAOjMzMzOzTEChmZmZmblMQAcAAAAAwExAbWZmZmbGTEDUzMzMzMxMQDozMzMz00xAoZmZmZnZTEAHAAAAAOBMQG5mZmZm5kxA1MzMzMzsTEA6MzMzM/NMQKGZmZmZ+UxABwAAAAAATUBuZmZmZgZNQNTMzMzMDE1AOjMzMzMTTUChmZmZmRlNQAcAAAAAIE1AbmZmZmYmTUDUzMzMzCxNQDozMzMzM01AoZmZmZk5TUAHAAAAAEBNQG5mZmZmRk1A1MzMzMxMTUA6MzMzM1NNQKGZmZmZWU1ABwAAAABgTUBuZmZmZmZNQNTMzMzMbE1AOjMzMzNzTUChmZmZmXlNQAcAAAAAgE1AbmZmZmaGTUDUzMzMzIxNQDozMzMzk01AoZmZmZmZTUAHAAAAAKBNQG5mZmZmpk1A1MzMzMysTUA6MzMzM7NNQKGZmZmZuU1ABwAAAADATUBuZmZmZsZNQNTMzMzMzE1AOzMzMzPTTUChmZmZmdlNQAcAAAAA4E1AbmZmZmbmTUDUzMzMzOxNQDszMzMz801AoZmZmZn5TUAHAAAAAABOQG5mZmZmBk5A1MzMzMwMTkA7MzMzMxNOQKGZmZmZGU5ABwAAAAAgTkBuZmZmZiZOQNTMzMzMLE5AOzMzMzMzTkChmZmZmTlOQAcAAAAAQE5AbmZmZmZGTkDUzMzMzExOQDszMzMzU05AoZmZmZlZTkAHAAAAAGBOQG5mZmZmZk5A1MzMzMxsTkA7MzMzM3NOQKGZmZmZeU5ACAAAAACATkBuZmZmZoZOQNTMzMzMjE5AOzMzMzOTTkChmZmZmZlOQAgAAAAAoE5AbmZmZmamTkDUzMzMzKxOQDszMzMzs05AoZmZmZm5TkAIAAAAAMBOQG5mZmZmxk5A1MzMzMzMTkA7MzMzM9NOQKGZmZmZ2U5ACAAAAADgTkBuZmZmZuZOQNTMzMzM7E5AOzMzMzPzTkChmZmZmflOQAgAAAAAAE9AbmZmZmYGT0DUzMzMzAxPQDszMzMzE09AoZmZmZkZT0AIAAAAACBPQG5mZmZmJk9A1MzMzMwsT0A7MzMzMzNPQKGZmZmZOU9ACAAAAABAT0BuZmZmZkZPQNTMzMzMTE9AOzMzMzNTT0ChmZmZmVlPQAgAAAAAYE9AbmZmZmZmT0DVzMzMzGxPQDszMzMzc09AoZmZmZl5T0AIAAAAAIBPQG5mZmZmhk9A1czMzMyMT0A7MzMzM5NPQKGZmZmZmU9ACAAAAACgT0BuZmZmZqZPQNXMzMzMrE9AOzMzMzOzT0ChmZmZmblPQAgAAAAAwE9AbmZmZmbGT0DVzMzMzMxPQDszMzMz009AoZmZmZnZT0AIAAAAAOBPQG5mZmZm5k9A1czMzMzsT0A7MzMzM/NPQKGZmZmZ+U9ABAAAAAAAUEA3MzMzMwNQQGpmZmZmBlBAnpmZmZkJUEDRzMzMzAxQQAQAAAAAEFBANzMzMzMTUEBqZmZmZhZQQJ6ZmZmZGVBA0czMzMwcUEAEAAAAACBQQDczMzMzI1BAamZmZmYmUECemZmZmSlQQNHMzMzMLFBABAAAAAAwUEA3MzMzMzNQQGpmZmZmNlBAnpmZmZk5UEDRzMzMzDxQQAQAAAAAQFBANzMzMzNDUEBqZmZmZkZQQJ6ZmZmZSVBA0czMzMxMUEAEAAAAAFBQQDczMzMzU1BAamZmZmZWUECemZmZmVlQQNHMzMzMXFBABAAAAABgUEA3MzMzM2NQQGpmZmZmZlBAnpmZmZlpUEDRzMzMzGxQQAQAAAAAcFBANzMzMzNzUEBqZmZmZnZQQJ6ZmZmZeVBA0czMzMx8UEAEAAAAAIBQQDczMzMzg1BAamZmZmaGUECemZmZmYlQQNHMzMzMjFBABAAAAACQUEA3MzMzM5NQQGpmZmZmllBAnpmZmZmZUEDRzMzMzJxQQAQAAAAAoFBANzMzMzOjUEBqZmZmZqZQQJ6ZmZmZqVBA0czMzMysUEAEAAAAALBQQDczMzMzs1BAa2ZmZma2UECemZmZmblQQNHMzMzMvFBABAAAAADAUEA3MzMzM8NQQGtmZmZmxlBAnpmZmZnJUEDRzMzMzMxQQAQAAAAA0FBANzMzMzPTUEBrZmZmZtZQQJ6ZmZmZ2VBA0czMzMzcUEAEAAAAAOBQQDczMzMz41BAa2ZmZmbmUECemZmZmelQQNHMzMzM7FBABAAAAADwUEA3MzMzM/NQQGtmZmZm9lBAnpmZmZn5UEDRzMzMzPxQQAQAAAAAAFFANzMzMzMDUUBrZmZmZgZRQJ6ZmZmZCVFA0czMzMwMUUAEAAAAABBRQDczMzMzE1FAa2ZmZmYWUUCemZmZmRlRQNHMzMzMHFFABAAAAAAgUUA3MzMzMyNRQGtmZmZmJlFAnpmZmZkpUUDRzMzMzCxRQAQAAAAAMFFANzMzMzMzUUBrZmZmZjZRQJ6ZmZmZOVFA0czMzMw8UUAEAAAAAEBRQDczMzMzQ1FAa2ZmZmZGUUCemZmZmUlRQNHMzMzMTFFABAAAAABQUUA3MzMzM1NRQGtmZmZmVlFAnpmZmZlZUUDRzMzMzFxRQAQAAAAAYFFANzMzMzNjUUBrZmZmZmZRQJ6ZmZmZaVFA0czMzMxsUUAEAAAAAHBRQDgzMzMzc1FAa2ZmZmZ2UUCemZmZmXlRQNHMzMzMfFFABAAAAACAUUA4MzMzM4NRQGtmZmZmhlFAnpmZmZmJUUDRzMzMzIxRQAQAAAAAkFFAODMzMzOTUUBrZmZmZpZRQJ6ZmZmZmVFA0czMzMycUUAEAAAAAKBRQDgzMzMzo1FAa2ZmZmamUUCemZmZmalRQNHMzMzMrFFABAAAAACwUUA4MzMzM7NRQGtmZmZmtlFAnpmZmZm5UUDRzMzMzLxRQAQAAAAAwFFAODMzMzPDUUBrZmZmZsZRQJ6ZmZmZyVFA0czMzMzMUUAEAAAAANBRQDgzMzMz01FAa2ZmZmbWUUCemZmZmdlRQNHMzMzM3FFABAAAAADgUUA4MzMzM+NRQGtmZmZm5lFAnpmZmZnpUUDRzMzMzOxRQAQAAAAA8FFAODMzMzPzUUBrZmZmZvZRQJ6ZmZmZ+VFA0czMzMz8UUAEAAAAAABSQDgzMzMzA1JAa2ZmZmYGUkCemZmZmQlSQNHMzMzMDFJABAAAAAAQUkA4MzMzMxNSQGtmZmZmFlJAnpmZmZkZUkDRzMzMzBxSQAQAAAAAIFJAODMzMzMjUkBrZmZmZiZSQJ6ZmZmZKVJA0czMzMwsUkAEAAAAADBSQDgzMzMzM1JAa2ZmZmY2UkCemZmZmTlSQNHMzMzMPFJABAAAAABAUkA4MzMzM0NSQGtmZmZmRlJAnpmZmZlJUkDRzMzMzExSQAUAAAAAUFJAODMzMzNTUkBrZmZmZlZSQJ6ZmZmZWVJA0czMzMxcUkAFAAAAAGBSQDgzMzMzY1JAa2ZmZmZmUkCemZmZmWlSQNHMzMzMbFJABQAAAABwUkA4MzMzM3NSQGtmZmZmdlJAnpmZmZl5UkDRzMzMzHxSQAUAAAAAgFJAODMzMzODUkBrZmZmZoZSQJ6ZmZmZiVJA0czMzMyMUkAFAAAAAJBSQDgzMzMzk1JAa2ZmZmaWUkCemZmZmZlSQNHMzMzMnFJABQAAAACgUkA4MzMzM6NSQGtmZmZmplJAnpmZmZmpUkDRzMzMzKxSQAUAAAAAsFJAODMzMzOzUkBrZmZmZrZSQJ6ZmZmZuVJA0czMzMy8UkAFAAAAAMBSQDgzMzMzw1JAa2ZmZmbGUkCemZmZmclSQNHMzMzMzFJABQAAAADQUkA4MzMzM9NSQGtmZmZm1lJAnpmZmZnZUkDRzMzMzNxSQAUAAAAA4FJAODMzMzPjUkBrZmZmZuZSQJ6ZmZmZ6VJA0czMzMzsUkAFAAAAAPBSQDgzMzMz81JAa2ZmZmb2UkCemZmZmflSQNHMzMzM/FJABQAAAAAAU0A4MzMzMwNTQGtmZmZmBlNAnpmZmZkJU0DSzMzMzAxTQAUAAAAAEFNAODMzMzMTU0BrZmZmZhZTQJ6ZmZmZGVNA0szMzMwcU0AFAAAAACBTQDgzMzMzI1NAa2ZmZmYmU0CemZmZmSlTQNLMzMzMLFNABQAAAAAwU0A4MzMzMzNTQGtmZmZmNlNAnpmZmZk5U0DSzMzMzDxTQAUAAAAAQFNAODMzMzNDU0BrZmZmZkZTQJ6ZmZmZSVNA0szMzMxMU0AFAAAAAFBTQDgzMzMzU1NAa2ZmZmZWU0CemZmZmVlTQNLMzMzMXFNABQAAAABgU0A4MzMzM2NTQGtmZmZmZlNAnpmZmZlpU0DSzMzMzGxTQAUAAAAAcFNAODMzMzNzU0BrZmZmZnZTQJ6ZmZmZeVNA0szMzMx8U0AFAAAAAIBTQDgzMzMzg1NAa2ZmZmaGU0CemZmZmYlTQNLMzMzMjFNABQAAAACQU0A4MzMzM5NTQGtmZmZmllNAnpmZmZmZU0DSzMzMzJxTQAUAAAAAoFNAODMzMzOjU0BrZmZmZqZTQJ6ZmZmZqVNA0szMzMysU0AFAAAAALBTQDgzMzMzs1NAa2ZmZma2U0CemZmZmblTQNLMzMzMvFNABQAAAADAU0A4MzMzM8NTQGtmZmZmxlNAnpmZmZnJU0DSzMzMzMxTQAUAAAAA0FNAODMzMzPTU0BrZmZmZtZTQJ6ZmZmZ2VNA0szMzMzcU0AFAAAAAOBTQDgzMzMz41NAa2ZmZmbmU0CfmZmZmelTQNLMzMzM7FNABQAAAADwU0A4MzMzM/NTQGtmZmZm9lNAn5mZmZn5U0DSzMzMzPxTQAUAAAAAAFRAODMzMzMDVEBrZmZmZgZUQJ+ZmZmZCVRA0szMzMwMVEAFAAAAABBUQDgzMzMzE1RAa2ZmZmYWVECfmZmZmRlUQNLMzMzMHFRABQAAAAAgVEA4MzMzMyNUQGtmZmZmJlRAn5mZmZkpVEDSzMzMzCxUQAUAAAAAMFRAODMzMzMzVEBrZmZmZjZUQJ+ZmZmZOVRA0szMzMw8VEAFAAAAAEBUQDgzMzMzQ1RAa2ZmZmZGVECfmZmZmUlUQNLMzMzMTFRABQAAAABQVEA4MzMzM1NUQGtmZmZmVlRAn5mZmZlZVEDSzMzMzFxUQAUAAAAAYFRAODMzMzNjVEBrZmZmZmZUQJ+ZmZmZaVRA0szMzMxsVEAFAAAAAHBUQDgzMzMzc1RAa2ZmZmZ2VECfmZmZmXlUQNLMzMzMfFRABQAAAACAVEA4MzMzM4NUQGtmZmZmhlRAn5mZmZmJVEDSzMzMzIxUQAUAAAAAkFRAODMzMzOTVEBrZmZmZpZUQJ+ZmZmZmVRA0szMzMycVEAFAAAAAKBUQDgzMzMzo1RAbGZmZmamVECfmZmZmalUQNLMzMzMrFRABQAAAACwVEA4MzMzM7NUQGxmZmZmtlRAn5mZmZm5VEDSzMzMzLxUQAUAAAAAwFRAODMzMzPDVEBsZmZmZsZUQJ+ZmZmZyVRA0szMzMzMVEAFAAAAANBUQDgzMzMz01RAbGZmZmbWVECfmZmZmdlUQNLMzMzM3FRABQAAAADgVEA4MzMzM+NUQGxmZmZm5lRAn5mZmZnpVEDSzMzMzOxUQAUAAAAA8FRAODMzMzPzVEBsZmZmZvZUQJ+ZmZmZ+VRA0szMzMz8VEAFAAAAAABVQDgzMzMzA1VAbGZmZmYGVUCfmZmZmQlVQNLMzMzMDFVABQAAAAAQVUA4MzMzMxNVQGxmZmZmFlVAn5mZmZkZVUDSzMzMzBxVQAUAAAAAIFVAODMzMzMjVUBsZmZmZiZVQJ+ZmZmZKVVA0szMzMwsVUAFAAAAADBVQDgzMzMzM1VAbGZmZmY2VUCfmZmZmTlVQNLMzMzMPFVABQAAAABAVUA4MzMzM0NVQGxmZmZmRlVAn5mZmZlJVUDSzMzMzExVQAUAAAAAUFVAODMzMzNTVUBsZmZmZlZVQJ+ZmZmZWVVA0szMzMxcVUAFAAAAAGBVQDgzMzMzY1VAbGZmZmZmVUCfmZmZmWlVQNLMzMzMbFVABQAAAABwVUA4MzMzM3NVQGxmZmZmdlVAn5mZmZl5VUDSzMzMzHxVQAUAAAAAgFVAOTMzMzODVUBsZmZmZoZVQJ+ZmZmZiVVA0szMzMyMVUAFAAAAAJBVQDkzMzMzk1VAbGZmZmaWVUCfmZmZmZlVQNLMzMzMnFVABQAAAACgVUA5MzMzM6NVQGxmZmZmplVAn5mZmZmpVUDSzMzMzKxVQAUAAAAAsFVAOTMzMzOzVUBsZmZmZrZVQJ+ZmZmZuVVA0szMzMy8VUAFAAAAAMBVQDkzMzMzw1VAbGZmZmbGVUCfmZmZmclVQNLMzMzMzFVABQAAAADQVUA5MzMzM9NVQGxmZmZm1lVAn5mZmZnZVUDSzMzMzNxVQAUAAAAA4FVAOTMzMzPjVUBsZmZmZuZVQJ+ZmZmZ6VVA0szMzMzsVUAFAAAAAPBVQDkzMzMz81VAbGZmZmb2VUCfmZmZmflVQNLMzMzM/FVABQAAAAAAVkA5MzMzMwNWQGxmZmZmBlZAn5mZmZkJVkDSzMzMzAxWQAUAAAAAEFZAOTMzMzMTVkBsZmZmZhZWQJ+ZmZmZGVZA0szMzMwcVkAFAAAAACBWQDkzMzMzI1ZAbGZmZmYmVkCfmZmZmSlWQNLMzMzMLFZABQAAAAAwVkA5MzMzMzNWQGxmZmZmNlZAn5mZmZk5VkDSzMzMzDxWQAYAAAAAQFZAOTMzMzNDVkBsZmZmZkZWQJ+ZmZmZSVZA0szMzMxMVkAGAAAAAFBWQDkzMzMzU1ZAbGZmZmZWVkCfmZmZmVlWQNLMzMzMXFZABgAAAABgVkA5MzMzM2NWQGxmZmZmZlZAn5mZmZlpVkDSzMzMzGxWQAYAAAAAcFZAOTMzMzNzVkBsZmZmZnZWQJ+ZmZmZeVZA0szMzMx8VkAGAAAAAIBWQDkzMzMzg1ZAbGZmZmaGVkCfmZmZmYlWQNLMzMzMjFZABgAAAACQVkA5MzMzM5NWQGxmZmZmllZAn5mZmZmZVkDSzMzMzJxWQAYAAAAAoFZAOTMzMzOjVkBsZmZmZqZWQJ+ZmZmZqVZA0szMzMysVkAGAAAAALBWQDkzMzMzs1ZAbGZmZma2VkCfmZmZmblWQNLMzMzMvFZABgAAAADAVkA5MzMzM8NWQGxmZmZmxlZAn5mZmZnJVkDSzMzMzMxWQAYAAAAA0FZAOTMzMzPTVkBsZmZmZtZWQJ+ZmZmZ2VZA0szMzMzcVkAGAAAAAOBWQDkzMzMz41ZAbGZmZmbmVkCfmZmZmelWQNLMzMzM7FZABgAAAADwVkA5MzMzM/NWQGxmZmZm9lZAn5mZmZn5VkDSzMzMzPxWQAYAAAAAAFdAOTMzMzMDV0BsZmZmZgZXQJ+ZmZmZCVdA0szMzMwMV0AGAAAAABBXQDkzMzMzE1dAbGZmZmYWV0CfmZmZmRlXQNPMzMzMHFdABgAAAAAgV0A5MzMzMyNXQGxmZmZmJldAn5mZmZkpV0DTzMzMzCxXQAYAAAAAMFdAOTMzMzMzV0BsZmZmZjZXQJ+ZmZmZOVdA08zMzMw8V0AGAAAAAEBXQDkzMzMzQ1dAbGZmZmZGV0CfmZmZmUlXQNPMzMzMTFdABgAAAABQV0A5MzMzM1NXQGxmZmZmVldAn5mZmZlZV0DTzMzMzFxXQAYAAAAAYFdAOTMzMzNjV0BsZmZmZmZXQJ+ZmZmZaVdA08zMzMxsV0AGAAAAAHBXQDkzMzMzc1dAbGZmZmZ2V0CfmZmZmXlXQNPMzMzMfFdABgAAAACAV0A5MzMzM4NXQGxmZmZmhldAn5mZmZmJV0DTzMzMzIxXQAYAAAAAkFdAOTMzMzOTV0BsZmZmZpZXQJ+ZmZmZmVdA08zMzMycV0AGAAAAAKBXQDkzMzMzo1dAbGZmZmamV0CfmZmZmalXQNPMzMzMrFdABgAAAACwV0A5MzMzM7NXQGxmZmZmtldAn5mZmZm5V0DTzMzMzLxXQAYAAAAAwFdAOTMzMzPDV0BsZmZmZsZXQJ+ZmZmZyVdA08zMzMzMV0AGAAAAANBXQDkzMzMz01dAbGZmZmbWV0CgmZmZmdlXQNPMzMzM3FdABgAAAADgV0A5MzMzM+NXQGxmZmZm5ldAoJmZmZnpV0DTzMzMzOxXQAYAAAAA8FdAOTMzMzPzV0BsZmZmZvZXQKCZmZmZ+VdA08zMzMz8V0AGAAAAAABYQDkzMzMzA1hAbGZmZmYGWECgmZmZmQlYQNPMzMzMDFhABgAAAAAQWEA5MzMzMxNYQGxmZmZmFlhAoJmZmZkZWEDTzMzMzBxYQAYAAAAAIFhAOTMzMzMjWEBsZmZmZiZYQKCZmZmZKVhA08zMzMwsWEAGAAAAADBYQDkzMzMzM1hAbGZmZmY2WECgmZmZmTlYQNPMzMzMPFhABgAAAABAWEA5MzMzM0NYQGxmZmZmRlhAoJmZmZlJWEDTzMzMzExYQAYAAAAAUFhAOTMzMzNTWEBsZmZmZlZYQKCZmZmZWVhA08zMzMxcWEAGAAAAAGBYQDkzMzMzY1hAbGZmZmZmWECgmZmZmWlYQNPMzMzMbFhABgAAAABwWEA5MzMzM3NYQGxmZmZmdlhAoJmZmZl5WEDTzMzMzHxYQAYAAAAAgFhAOTMzMzODWEBsZmZmZoZYQKCZmZmZiVhA08zMzMyMWEAGAAAAAJBYQDkzMzMzk1hAbGZmZmaWWECgmZmZmZlYQNPMzMzMnFhABgAAAACgWEA5MzMzM6NYQGxmZmZmplhAoJmZmZmpWEDTzMzMzKxYQAYAAAAAsFhAOTMzMzOzWEBtZmZmZrZYQKCZmZmZuVhA08zMzMy8WEAGAAAAAMBYQDkzMzMzw1hAbWZmZmbGWECgmZmZmclYQNPMzMzMzFhABgAAAADQWEA5MzMzM9NYQG1mZmZm1lhAoJmZmZnZWEDTzMzMzNxYQAYAAAAA4FhAOTMzMzPjWEBtZmZmZuZYQKCZmZmZ6VhA08zMzMzsWEAGAAAAAPBYQDkzMzMz81hAbWZmZmb2WECgmZmZmflYQNPMzMzM/FhABgAAAAAAWUA5MzMzMwNZQG1mZmZmBllAoJmZmZkJWUDTzMzMzAxZQAYAAAAAEFlAOTMzMzMTWUBtZmZmZhZZQKCZmZmZGVlA08zMzMwcWUAGAAAAACBZQDkzMzMzI1lAbWZmZmYmWUCgmZmZmSlZQNPMzMzMLFlABgAAAAAwWUA5MzMzMzNZQG1mZmZmNllAoJmZmZk5WUDTzMzMzDxZQAYAAAAAQFlAOTMzMzNDWUBtZmZmZkZZQKCZmZmZSVlA08zMzMxMWUAGAAAAAFBZQDkzMzMzU1lAbWZmZmZWWUCgmZmZmVlZQNPMzMzMXFlABgAAAABgWUA5MzMzM2NZQG1mZmZmZllAoJmZmZlpWUDTzMzMzGxZQAYAAAAAcFlAOjMzMzNzWUBtZmZmZnZZQKCZmZmZeVlA08zMzMx8WUAGAAAAAIBZQDozMzMzg1lAbWZmZmaGWUCgmZmZmYlZQNPMzMzMjFlABgAAAACQWUA6MzMzM5NZQG1mZmZmlllAoJmZmZmZWUDTzMzMzJxZQAYAAAAAoFlAOjMzMzOjWUBtZmZmZqZZQKCZmZmZqVlA08zMzMysWUAGAAAAALBZQDozMzMzs1lAbWZmZma2WUCgmZmZmblZQNPMzMzMvFlABgAAAADAWUA6MzMzM8NZQG1mZmZmxllAoJmZmZnJWUDTzMzMzMxZQAYAAAAA0FlAOjMzMzPTWUBtZmZmZtZZQKCZmZmZ2VlA08zMzMzcWUAGAAAAAOBZQDozMzMz41lAbWZmZmbmWUCgmZmZmelZQNPMzMzM7FlABgAAAADwWUA6MzMzM/NZQG1mZmZm9llAoJmZmZn5WUDTzMzMzPxZQAYAAAAAAFpAOjMzMzMDWkBtZmZmZgZaQKCZmZmZCVpA08zMzMwMWkAGAAAAABBaQDozMzMzE1pAbWZmZmYWWkCgmZmZmRlaQNPMzMzMHFpABgAAAAAgWkA6MzMzMyNaQG1mZmZmJlpAoJmZmZkpWkDTzMzMzCxaQAYAAAAAMFpAOjMzMzMzWkBtZmZmZjZaQKCZmZmZOVpA08zMzMw8WkAGAAAAAEBaQDozMzMzQ1pAbWZmZmZGWkCgmZmZmUlaQNPMzMzMTFpABwAAAABQWkA6MzMzM1NaQG1mZmZmVlpAoJmZmZlZWkDTzMzMzFxaQAcAAAAAYFpAOjMzMzNjWkBtZmZmZmZaQKCZmZmZaVpA08zMzMxsWkAHAAAAAHBaQDozMzMzc1pAbWZmZmZ2WkCgmZmZmXlaQNPMzMzMfFpABwAAAACAWkA6MzMzM4NaQG1mZmZmhlpAoJmZmZmJWkDTzMzMzIxaQAcAAAAAkFpAOjMzMzOTWkBtZmZmZpZaQKCZmZmZmVpA08zMzMycWkAHAAAAAKBaQDozMzMzo1pAbWZmZmamWkCgmZmZmalaQNPMzMzMrFpABwAAAACwWkA6MzMzM7NaQG1mZmZmtlpAoJmZmZm5WkDTzMzMzLxaQAcAAAAAwFpAOjMzMzPDWkBtZmZmZsZaQKCZmZmZyVpA08zMzMzMWkAHAAAAANBaQDozMzMz01pAbWZmZmbWWkCgmZmZmdlaQNPMzMzM3FpABwAAAADgWkA6MzMzM+NaQG1mZmZm5lpAoJmZmZnpWkDTzMzMzOxaQAcAAAAA8FpAOjMzMzPzWkBtZmZmZvZaQKCZmZmZ+VpA08zMzMz8WkAHAAAAAABbQDozMzMzA1tAbWZmZmYGW0CgmZmZmQlbQNTMzMzMDFtABwAAAAAQW0A6MzMzMxNbQG1mZmZ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AABQdCSX/b4AAGB/2T0BvwAACIofYxS/AADwWkK+Cb8AAOTyH5IRvwAAQI2Xbu4+AACYIY61Er8AADgawFsLvwAAIB/0rBG/AAAg6+I2+b4AAHC+nxr/vgAA0DTvOPy+AABg5dCi/r4AAFDsL7v+PgAAoAgbHvC+AAAAL90k1D4AAChcjwIEvwAAYERpb+0+AADgpZuEC78AAHB4euUGvwAAgKUsQ/M+AAAwqRNQ+L4AAPBBz6YKvwAAWPW5Wga/AAAAXwfOsT4AAIDOiNLpvgAAcBKDAAA/AAA4+MLkBL8AAMgpOpICPwAAyOU/pAa/AAAAsVBr7L4AAHBokW39vgAA0BDHuva+AAAACBuenr4AAMgyxLEBPwAAQCV1Auo+AAAAvAUS9r4AAKC7lpD7vgAAEKwcWvG+AADYPXnYCj8AAIBIv33jvgAAwHSTGNA+AACASL99FT8AACAWak0EPwAAyJi7Fgk/AAAwmSqYCD8AAOgmMUgWPwAAIBZqzQ4/AAAgjnUxGj8AAGhEaa8aPwAA0JFcfhk/AAAs9pddKT8AALzjFF0tPwAAsi5uQzU/AACrPldLQz8AAFg5tIhSPwCAs+pzvWI/AIBqvHQzcz8AAKOSOimCPwCA1jTv2I4/AIC/fR14lz8AAOJYFyefPwCArWne0aE/AIB78rCgoD8AAKK0N/iVPwAAsPHSTWw/AADGbTQAkL8AAA8LtUaevwCA9+RhwaG/AIB1cRutoL8AgAN4C3SavwDARgN4Q5K/AADu68BRhr8AgDjWxT14vwAALGUZ4mi/AABYObTYVr8AAOOlm0RHvwAAfPKwsDm/AACmecfpMr8AADirPlcqvwAAUI2XLia/AADQkVy+Gb8AAKA8LDQgvwAAAHgLJBq/AACMuWvJGr8AAGhv8EURvwAAqIJRSQ2/AACASuoEzD4AAADek4e1PgAAQPrt6w6/AABgzF1LC78AAKAaL93pPgAAIA3grfu+AAAg/fZ19z4AAOD7qfH6PgAAALwF0gm/AAAAveMUyb4AANArZZn0vgAAgBbZTvC+AACwlGWI+z4AAADeAkkNvwAAAPd1IAy/AABoImw4AL8AAICutqIGvwAAEC2ynfw+AACwUGsaBr8AAKC9wZf4vgAAqL3Blwu/AAC4QIIiBr8AAPAvuyf1PgAAkGzn+/++AACgAbzFBb8AAAijknoAvwAAICZTBey+AACwUGuaCr8AACjChmcAPwAAqJvEoAe/AABQyAc9+z4AAEBeuknavgAAgOLH2Am/AACg8dJN5j4AANjXgbMJvwAA8GPMXfu+AADg6ZWyA78AAHA0gLf/vgAAAJYhjrW+AAAAfT810j4AAFiGONYAPwAAQHUCmtS+AAC4uI0GAT8AAIjS3mADvwAAkBgE1gY/AABgNIC3+z4AAIB1cRv8vgAAQFUwKuG+AACg1jTv+L4AAPAoXI8JvwAAwOyePOy+AAAAEhQ/CD8AAMD8h/T7PgAAQJLLf+C+AAAgUwWjAb8AACDJ5T/8vgAAIDEIrAC/AACgQ4ts+z4AAPDAOSMKPwAAAJwzogA/AAAAC7Wm9T4AAAD8qfH6vgAAACuHFtk+AACAuWsJCb8AAEDWxW0UvwAAwLEubiO/AAAAz/dTK78AAAABTYQtvwAAwFsgQUm/AACAZYhjPb8AAABgmEwFPwAAABQ/xjy/AACABRIUT78AAABgmEwFvwAAAPAWSEC/AAAAQKTfPr8AAIBbsb88vwAAQGlv8DW/AABA/fZ1ML8AAAD5oGcjvwAAAHS1FQu/AAAAFmpNA78AAAAOvjDZvgAAgJHtfP++AABA30+N9z4AAIDn+6nxPgAAgC0hH+y+AADwlbIMAT8AAIBqvHQBvwAAgPfkYeG+AABA0ZFc9j4AAAAtsp3xPgAAADhnRNE+AAAQtaZ5A78AAIB3nKLTPgAAQM9m1ee+AADwU+MlCD8AAIBQa5rfvgAAgKUsQ/i+AADgeOkm9T4AAJDC9SjyvgAAgKMBvM0+AACIONbFBj8AAMAyxLHqvgAAOHDOCAK/AAAAvAUS1L4AAKAjuXwCPwAAQF66Sdo+AADQeOkm+T4AALhAgiIJvwAAAPBjzJ0+AABAPuhZCb8AAGiR7fwGvwAA4D152PO+AADYVuxvCb8AAEBJnYDYvgAAEGpNc/S+AAAAbHh6vb4AAAACK4fSPgAAwK8D5+++AABItvN9AT8AAEDPZtXrvgAA0F1LKAU/AAAA8BZI4b4AAKC0Nzj2PgAAILn8R/e+AADAOSPK5z4AAJAPerbzPgAAMAis3PS+AAB4LSHfCT8AAPgP6VcHvwAAgIy5q/4+AACAUUnd974AAECZKpjvPgAA0BlRWvy+AABANV666L4AAIjJVCEGPwAA0DLEMf8+AADAWyBB/z4AACC5/Ef5vgAAIGx4OgC/AADgehQu+T4AADiAt6AMPwAAGFHaOwG/AAAYrkchDT8AACDb+T7yvgAAiHzQ0wA/AAA8cM6IFz8AACTb+f4XPwAA6pWybCY/AACBJsJ2Pz8AALByaBFMPwAANV66GVc/AAB5WKj9YD8AANZW7E9nPwAATmIQyGk/AABuowFcaD8AAC1DHKtgPwAAcBKDwDc/AADoait2Vr8AAFyPwlVmvwAASOF69Gm/AAByio50aL8AACqpE6BjvwCATx4Wylq/AACWsgw5UL8AAB6n6PhAvwAAc9cSejG/AABInYBmGb8AAAA7cA7zvgAACD2bNQW/AADot69jBb8AAKikTuAMvwAAsFBr2vs+AAAAFoxKor4AAFBiEFjwPgAAQAis3Ow+AACgZ7PqAz8AAABA5INePgAAALFQ6+A+AACA8rCQ/b4AAAAGgZXLvgAAwGSqYAK/AADABz2b4r4AAGDMXdsAvwAAUFuxP/o+AACAFK6H7z4AAOAtkOD+vgAAACbChqs+AACg375O+r4AAMBifxnjPgAAsEfhagG/AAAAiPTbAz8AALBH4QoHPwAAsEfh2v4+AABQjZfuBb8AAIDbaEDvPgAAQC7/Ida+AAAASS7/3T4AANB46Wb9vgAAIGx4uvI+AABQa5qn8L4AAGCz6jPuPgAAoPgxFgW/AABQ845z+L4AAAAi/SYEPwAAoFWfa/o+AAAgsHLo8T4AAOBYFzfqvgAAoNhf9uw+AAAAMubO+b4AAHgtIZ8HvwAA8I5TVAM/AABAv30d4T4AAKC0NygGvwAAYBBYufi+AAAQYcOjBr8AAIBIv33dvgAAwOyeHPS+AABwmnec8j4AAIC3QILEPgAAoBovTQI/AADwSC6/8T4AAAjXo6AJvwAAmNQJ2AU/AADA2op91r4AAECLbOfwPgAAIIXrke4+AAAAGuJYp74AANDuyYPzvgAAcNcScvu+AACAlUNL574AAKibxGAGPwAAGJXUaQm/AAAQC7UGAj8AAMDlP6ToPgAAQGIQWNE+AACYQ4v8Aj8AACDJ5Z8BPwAAwDkjyvk+AADgvg78BD8AAIBjXZzmPgAAMCqpk/y+AAAQC7WWAr8AAADu6+D7PgAAwCQGgdQ+AAAINBEmBz8AAIBzRpTGvgAAQJLL//Q+AADgzvcz/b4AAMC6uM31PgAAIOvilgA/AADwKFxP8r4AAKAzovQGPwAAIFHam/4+AACAONZl+b4AALA1zdvwvgAAMP8h/f2+AADIILBSA78AAMCkTsDVvgAAEHGsi/M+AACAl27S5r4AACAYlVTqvgAAAF1txdw+AACQU3SEBL8AAEBnRKnpvgAAONbFDQM/AAAA4zYa1b4AAAC8BVL2vgAAqE5AUwI/AADAWyBBBr8AAKCJsCEDvwAA6JWybAQ/AACgTkDT9T4AAADu60DmPgAA4LWEfOu+AABAeVio9r4AADCQoDj2vgAAGK5HYQK/AAAwMzOzCT8AAMA5I8rsPgAAAPVKWee+AACoLEMcDz8AAHD5DykOPwAAoIAmQvk+AAAAAiuH5r4AAExZhjgSPwAAABIUv/W+AAAMtabZET8AACCQoPjivgAAyMNCbQE/AACAarx08T4AAKAzorThPgAAQFdbsdc+AAAQLbKdGz8AALhif5kXPwAAmCGO9Q0/AACIWtM8CT8AALDh6dUcPwAA4HGK7iI/AADIILByHD8AAASjkjooPwAAjLlrySw/AABMyAe9OD8AABTQRPhGPwAA6bevU1g/AAAqOpKLaD8AgF3cRgN4PwAAIv321YU/AICTGAQekj8AgEvIB/2ZPwCA+DHmbqA/AIAtIR+UoT8AAHicouOdPwAAjI7k8o8/AACwYn/Za78AAOSlm8SVvwAA3NeBQ6C/AAA9m1V/ob8AABZqTQOfvwCAFYxKape/AICCUUn9jr8AwPP91GCCvwDAad5xsnO/AABoImzYYr8AAPMf0i9TvwAA1XjpRkO/AAA4+MKkM78AAAajkjoyvwAADCQofiS/AAB4LSEfF78AAOSDnq0gvwAAgB04Jxe/AADog55NH78AALivA6cZvwAAuK8D5wK/AAAoUwVjEL8AAJyiI3kRvwAAzO7JwxW/AADQCWgi9r4AAOBNYhDovgAAMHct4RK/AACYCBseCr8AAEB7gy/mvgAAgNk9+Q2/AAC06nNVEb8AALxJDEIQvwAA6Nms+gu/AADQw0Kt+D4AACiHFhkGvwAAyMNCrQI/AAAAKVyPyr4AAIDrUbjxvgAAoJI6AfU+AADAwRemBr8AADiAt0ADPwAAQBzr4vu+AACwDHGsBb8AAIBliGPNPgAAQB4Wauu+AACAi9towD4AAAD7y+7RPgAAgAskKAO/AAAAXrpJxL4AAADhC5PRvgAAcIEExQe/AACABaOS2j4AAEAc6+L2PgAA4PIf0vm+AACQ0t7gAT8AAIDHKTr0PgAAYKHWNAE/AABAvVKW9z4AAKBuEoP0PgAAkOTyHwA/AACgCBue/j4AAAAgUdqbPgAAgBgEVv6+AACgi9toAD8AAADfT43nPgAAgA1PrwQ/AAAAglFJ/T4AAAAwKqnjvgAAAF4pywA/AAAAIHPX4j4AAAAM4C0AvwAAACDSby8/AAAA6HO1BT8AAACovcEHPwAAwAPnjEA/AAAA6AQ08T4AAADUvOMEPwAAAMIXJgM/AAAAjAbw5j4AAABkzF0bPwAAAM6I0v6+AABA3EYDAD8AAMBvXwf+vgAAYI/C9QS/AABg9+RhAT8AACBz1xIEvwAAAPmgZ/c+AACgKhiV8D4AAGDl0CLxPgAA4LevA/0+AADw/dR4Bz8AAABIUPzQPgAAYHZPHvo+AACASuoE9j4AAEBZhjjmvgAAsDf4wgs/AACAYTJV/j4AAJDLf8gIPwAAENejcAc/AACQ9gZf9r4AAKA8LNTgvgAAAHo2q76+AADYxW20BL8AAEAVjErevgAAaPfk4QY/AABgqDXN874AAABvgUQDPwAAYNxGA+Y+AACgIY51674AAMDTK2XsPgAA0IjS3vk+AACg+DFmCj8AAKC0N3gBvwAAmEwVjAE/AADAMJmqBz8AAADEQq3NPgAASJ2ApgI/AABwEoPA/D4AAODgC1MFvwAAAI9TdNC+AABATtGR2r4AANDuyUP/PgAAIGPuWuQ+AACAFtlO8j4AAMAehWv3vgAAQD7omQQ/AAAAw2Qq9D4AAAC1N/i6vgAAYMPTK+O+AAAgp+hI/D4AAKDtfD/jPgAAkHVxGwk/AAD8XG3lGT8AAJAxdw0jPwAA5h2niCk/AABcsb9MPD8AAEw3icFIPwAAqRPQlFM/AAArGJWEWz8AAD2bVQ9gPwCA/kP6XWA/AADSb1/HWj8AANQJaKJIPwAAACL99jy/AACq8dJNV78AgAn5oBdgvwAATmIQ2F+/AAAydy3xWr8AgPFjzG1UvwAAhJ7Nakq/AAC2pnn3PL8AAK5H4domvwAA2MVt9BW/AACwUGuaAr8AAMB0k5j9PgAA+KnxUgA/AADw29eB+T4AABBhw5MJPwAAwN++Dtg+AABQJ6CJDj8AAADeAgkWPwAA4AIJCg4/AABAGsBb6j4AAGDMXcsNPwAA8KfGSwY/AADAUGua1z4AACDChqf4PgAA0NVW7AA/AAAQHcnl8T4AANjO91MKPwAAANV46Qk/AADIMsSxDj8AAGC6SUwbPwAAAJF+Ox4/AACopE7gID8AADybVZ8hPwAA2D15GBU/AADQAN7CGT8AALiNBjAoPwAAkDF3bSM/AABo3nGKIT8AAFC4HoUtPwAAJlMFgzA/AADwFkiQLT8AABSuR2EwPwAABl+Y7DE/AAAIPZs1ND8AACgPCxU5PwAAtMh2vjs/AACqglGJPz8AAEymCiZDPwAAqaRO4EM/AAAuIR80Rz8AADJVMGpLPwAAaQBvQVE/AAAU0EQ4Uz8AANQrZRlYPwAAvw6cE2A/AIBK6gS0Zj8AgNk9echyPwCAaJHtDII/AACsHFp8kj8AgCbChq+iPwBAPujZtLE/AIDD0yudvj8AwGgAb6HHPwCAodY0/88/AEBkO9/H0j8AgOkmMUjSPwAAV1uxn8o/AABoAG/BsD8AAHQkl/+5vwAAFK5Hwc2/AEBnRGm/0r8AgLuWkE/SvwBA6gQ0Oc6/AEDaG3yhxb8AgKyL21C7vwAAbVZ91q6/AACdEaXln78AgGq8dEuPvwCAFfvLDn+/AIAdOGe8cL8AAJkqGKVkvwAAZohjnV2/AACTGAR2V78AAMbcteRSvwAAIo51sVC/AABg5dDCSr8AACZTBWNFvwAA5WGhNkO/AABX7C/bQL8AAF5LyMc/vwAAHJ5eqTy/AACu2F92Nr8AALwnD0s1vwAAHhZqbTO/AAAk2/n+Kb8AAAhoIiwuvwAA7FG4niq/AAAUg8DKJ78AABzr4rYlvwAAbCv2VyC/AAAkdQIaIr8AAFDjpZsWvwAArM/VViG/AABg/kN6FL8AAJBTdCQQvwAAIGx4ege/AAAIgZWDEr8AAEBO0ZHovgAAQKYKRuG+AABgVn2u+b4AAABGlPa2PgAAYF3cRv8+AACA9gZf5j4AAIAvTKYFvwAAMPaXXQU/AAD4wmTqET8AABhz11IZPwAAsOpzdRQ/AADYEvLBEz8AAFjTvKMUPwAAuI0GcCo/AACE61H4Lj8AAP72daA6PwAAdLUVi00/AIAwKqnjXT8AgOHplSJuPwDARbbzvXw/AABYObToiD8AQPOOUxCTPwBAvVKW+Zk/AIDysFBbnj8AgAG8BYKdPwCA7J48fJU/AAC42op9ez8AAKpgVBKFvwAAi/1l95e/AIBZ9blanr8AABZqTbOdvwBAmSoYlZi/AMDKoUWWkb8AAFpkOzuGvwCAMXctKXm/AACeXimjar8AABiV1NlavwAA78nDgkq/AABuNICXPL8AAMZLN7kzvwAApL3Btyq/AADYrPrcH78AALjRAF4evwAA2KNw/SG/AAAA3gIJDr8AAJAYBFYKvwAAGFHaGwu/AACoNc27G78AAHRxG+0RvwAAgJVDi96+AABg7lpC774AAAiTqUILvwAAANJvX8s+AACIH2PuBb8AAHBWfa4NvwAAoBov3eW+AACAUUmdxD4AAPhsVn0OvwAAgPKw0Pe+AAAwxLFuD78AALAubiMIvwAAACjtDa4+AABoiGOdCL8AAMBm1efWvgAAUMGopPG+AADQXUvI9T4AACDiWBf+PgAA4AuTKQG/AAAARkdyqb4AAChcj0IMvwAAAEcDeMM+AACg1Alo8T4AAGBtxf7xvgAAgOLHGA6/AAAAAiuH3j4AAOCs+lwAvwAAYJ+rrfS+AAAAsVBr5j4AAMBNYhDovgAAIJ5eKfO+AACAcvkP2b4AAEBnRGn3PgAAoH77Ogi/AAAAd76f6j4AAEDzjlMUPwAAgEmdgAY/AAAAZKpg9D4AAMCYu5YwPwAAAC2ynS8/AAAA5j+kNz8AAAAdyeUvPwAAALN78jA/AAAAduCcMT8AAIC2Yn8pPwAAADxO0SE/AAAAGeJYFz8AAIAJ+aAXPwAAgEvIBw0/AACAhVrT/D4AAAA/NV7qPgAAYNO84wg/AABg7lpCDD8AAFDIBz0BvwAAgBKDwOI+AABgxf6y9T4AAKCAJsL+vgAAALwFEtQ+AACgeccp9D4AAEBbsb/sPgAAgHNGFAK/AACA07zj0D4AAECtaV4GvwAAgBbZzuG+AADot68DBL8AAMC4jQb8vgAAEGHD0/K+AABIR3I5Ab8AAICLbOfDvgAAMEMc6wG/AABwRpR28b4AAEidgOYJPwAA8AZfmPq+AACAZ7Pqy74AALAV+8v5vgAAAPKwUKs+AADot6+DAL8AALCUZYgKPwAAyEs3CQK/AAAINBH2CD8AADDNO878vgAAAE+vlN++AACApSzD7L4AAADwWkKOPgAAgCjtDeo+AAAQG54e/r4AABA/xlz4PgAAQNbFrfm+AAAAC7Wm4L4AAFD8GDMQPwAAAMaPMae+AACs+lxNFD8AAGDMXUsPPwAA2Kz6nAM/AADG/rL7Ij8AAFRSJwAsPwAABaOSejw/AABwzoiSSj8AADqSy/dZPwBAZRnikGU/AABhw9NjcD8AgIqO5OJ1PwCAjZduAnk/AIDEILDidz8AACh+jOlwPwAAdr6fWlI/AABfmEzVYr8AgBBYOXR0vwCAc0aUJnm/AIAubqNheL8AgKIjucRzvwCAfvs6iGy/AMDP1VZ0Yr8AANQrZV1UvwCAeHql1EO/AAB8YTJ9N78AACrLELcgvwAApJvE4BG/AAAwTKbK974AAECC4tcVvwAAoDws1OK+AAAA7FG4vr4AADgawOsRvwAAQHL5T/G+AABAjZfu6D4AANhoAE8EvwAAADzfT6U+AACw2F/WC78AAIClLAPzPgAAUOwvO/m+AABgB845+j4AACDkgx71PgAAQHlYKAm/AACAjLmrAL8AAODO9xP3PgAAaDvfDwQ/AABIyAfNAT8AADjvOMUBvwAAOJLL/we/AABQdCTnBr8AABDpt48HvwAAAIj0O/u+AADoriWECr8AAOBYF4cIPwAAIP32JQk/AABI6gQ0Bz8AAJj2Bh8JPwAAALwFEvq+AAAA54w4Br8AAMixLm4CPwAAGMBbUAm/AAD4udqKA78AAGCIY936PgAAQCEf9No+AADQBz17+b4AAIASg8DcPgAAAH9qnPW+AAAQJlNF+b4AAMAwmSryvgAA4D15WOa+AABA4XqU5r4AACBDHOvoPgAAoCoYVfs+AAAQ0ET49j4AABgN4C0DvwAAMMSxDvU+AABgbcV+8b4AAHACmoj/vgAAQOwvO9G+AACwA+dM9b4AABhIUIwJPwAAoGezyvs+AACQl24iCT8AABgdyTUIPwAA0JFcPga/AABIN4lhAD8AAADXo3DmPgAAcFZ9Xge/AADwUbj+9z4AAIAdOIf4vgAAAHUCmsi+AAA4zTsuBb8AAGgAb+EDvwAAgI0G8MA+AABg9+Rh6r4AAHgLJPgKPwAAUIQNj/k+AAAQ4C2Q/r4AAEjhesQEvwAAIHxhEvS+AAAACYovA78AAKBns6oFPwAAACZThd0+AAAQvjBJAL8AAPAGX1j4vgAAmLuWsA0/AADY+X46Dj8AADAIrHwDPwAAQArXo9s+AADgrPqc/74AAMBCrWnlvgAAkCjtDfE+AACgm8Qg/z4AAEC28336vgAAUGIQmAg/AACQOgGN9T4AABAmU0X0vgAAADLmrss+AAAgbHi69T4AAIDAymEMPwAARGlv4BI/AACQMXctCT8AANC849QOPwAA0JFcPgs/AAB8PzXeGD8AAHCBBAUZPwAAFtnO5yU/AAByGw1wJT8AAI4G8FYwPwCA4JwRLUE/AACSXP6zUT8AwJi7lvBgPwCAHhZqTW8/AIC5awnxej8AQIQNT4eEPwBAmEwVFIw/AIAhjnWhkD8AgBbZzn+QPwAAW7G/LIk/AAAUHcnlcz8AADIIrBxyvwAAR3L5D4m/AAAg0m+HkL8AQGlv8M2QvwDAmuYdp4y/AADBOSMyhb8AgGq8dKN7vwCAUUmdKHC/AABqTfNyYb8AgKyL2+BQvwAA6Gor1kC/AACZKhglM78AAECk334ivwAANIC3ABq/AADwWkI+Er8AADhnRAkRvwAAvJaQTxW/AADgnjws4b4AACBj7lrpPgAAmG4SAwI/AABgIEFx8b4AAKCiIzkHPwAA6CYxyAo/AAAAvjCZ0L4AAABeS8jLvgAAsHvycAw/AAAAgQTFvz4AAJjdkwcTPwAAXEI+qBM/AACMSupEGD8AADDmrqUcPwAAwLEubv4+AABUBaPSET8AAFh9rrYVPwAA0k1i0CI/AACA2T05Jj8AAEB5WKgXPwAAKO0NPh8/AAD81HhpJz8AAERHctkpPwAALJCgOCg/AAAkKH6MMT8AABbZzhczPwAABl+YTDg/AABO0ZH8PT8AAFJJnUA/PwAAYhBYuUQ/AACfzaovST8AgL6fGk9RPwAAHOvipls/AABfmEw1aT8AQJT2Bqd4PwCAsOHpXYg/AMBkqmAklz8A4JwRpQmkPwCAH2Pukq8/AMCt2F8Otj8AgJp3nBK7PwAAtoR8QLw/AAC2hHyAtz8AALhAgoKoPwAApAG8BYy/AIBVn6udsb8AgBSuRyG6vwAA9GxWHby/AMDGSzcJub8AAEku/0GzvwCAwMqhJaq/AMAFEhSHn78AgJduEnORvwCAio7k9oG/AAAbnl45cr8AABPyQS9jvwAAY3/ZvVa/AADgvg6cTb8AAGZmZoZFvwAABFYOvUC/AAAoXI8iPL8AADQRNlw8vwAAJjEIzDO/AACamZl5Nb8AABiV1AkqvwAAZBBYOS2/AADEZKpAKb8AAMiYu5YpvwAAbAn54CK/AAA0VTAKI78AAHDXErIdvwAADk+vFCG/AADISzcJGr8AANy1hLwWvwAAwDkjChK/AADwY8wdEL8AAFyxv6wXvwAA0DLEsfW+AABAJXUC7r4AALQV+ysVvwAAEKW9AQC/AADY+X6qAb8AAADQGVGKvgAAIP32FRK/AAAQejar9r4AAKg1zTsPvwAAQCEf9Nq+AAAAQs9m4b4AAHCcoiP1PgAAgP+Qfte+AAAwmSoYAL8AAICMuWv0vgAAgCbChvW+AACordgfCr8AALi4jQYDPwAAAGHD09u+AADQO05RDL8AAIATYcPXvgAAELfRAAG/AACgad5x/j4AAEBCPuj9PgAAALu4jeY+AABABoGV8z4AAMCSOgEFvwAAACo6kvu+AACAB84Z8T4AAACL/WXnvgAAgKIjuQC/AAAAVOOl874AAIAfY+7iPgAA8IXJVA8/AACgV8oy8D4AAMDYX3bnPgAAAIj02+W+AACQ3ZOH/L4AADAqqRMSPwAAjAbwFhM/AAAAWFuxr74AAKDvp8b3PgAAUAWjEgg/AADgg57N6D4AAMAV+8vgvgAAwD15WNi+AADoHacoFz8AAIDS3uDDPgAAcIqO5Pw+AADg0CLb8D4AAGgibPgJPwAAWFuxfxY/AAD8h/TbFz8AAJwzojQZPwAACPAWSAU/AABw1xJyGT8AAFD8GPMhPwAAmP+QvhE/AACIhVpzIT8AAIy5a+khPwAArM/V1iM/AACgAbyFHz8AABAtsp0lPwAAVMGopCU/AACGp1fqMT8AAERpb1AzPwAAnKIjGTI/AABoRGkPOT8AABDpt087PwAAXI/CVT0/AADgT40XPz8AAEYldeJDPwAA3NeBU0g/AAC+wRdGTD8AAAHeAjlRPwAAzF1LeFc/AAC0WfVJYD8AgJyiIzlrPwAAGJXUQXk/AMBxio6UiD8AgI7k8s+XPwAAEhQ/uqU/AGBEaW8Isj8AAKOSOim7PwCABMWPEcI/AEDvOEUPxT8AAHctIZ/EPwAADi2y3b4/AAAGo5K6pj8AAMb+sjuovwAAtTf4Qr+/AAAzxLGuxL8AwGBUUufEvwBAOpLL78G/AMA3+MKsur8A4Bt8YbqxvwAAEOm3L6W/AMCK/WU/l78AQIcW2RaIvwAAHHxheni/AACgibCRar8AAMZtNOBfvwAABaOSWla/AABF2PCUUL8AAOauJaRMvwAA1QloQki/AAB4eqXMRL8AAGTMXYs/vwAAHoXr0Tm/AAAw3SSGN78AAH6utgI1vwAASFD8mC2/AADix5ibMr8AAJSHhZotvwAA7MA54yS/AAAcfGEyKr8AABjZzncevwAAkKD4MRa/AABAYOVQIr8AANDDQq0MvwAAoOYdp/C+AADAzMzM5L4AAABApN/uvgAAwJ8aL/m+AACArIvb2L4AAAAQ4C2QvgAAgP1l9/o+AACgE9BE+j4AAHBfB84MPwAAIFpkuxM/AADkpZuEIz8AAFTjpVsiPwAADNejcCQ/AAAQWDn0JD8AAKA8LNQvPwAAcIEEhTU/AAAE54xIPz8AADPEsa5GPwAA30+NV1M/AICBBMW3Yj8AQNv5flpyPwDA1Vbsa4E/AEC0yHY2jz8AgKut2CeZPwAAnDOiVKI/AAA/xtzFpz8AACPb+Y6qPwCAFYxK6qg/AABWDi0yoT8AAJoqGFWAPwAAKH6MuZS/AIBEaW+Apb8AANEi21mqvwAAyeU/5Km/AABfmEyNpb8AwCk6kpOfvwCAXwfOqZS/AMDFbTSIiL8AwFBrmpd6vwCAkjoBVWu/AIBZ9blqXL8AAGrecepOvwAAAd4C6UG/AACmCkZlOL8AAFR0JHcyvwAA4JwRZTC/AAAM4C0QJb8AABB6NusmvwAAiKdXSia/AADQK2WZGr8AAFQnoOkivwAAGMBboBq/AACAL0ym8r4AAKDNqg8RvwAAMEMc6xK/AACAFtlOC78AAKBFtvMHvwAAADtwzvq+AACACyQoBb8AADCitDcEPwAA4DhFR/C+AABQUiegDD8AAHB4eiUDPwAAkCjtDQ4/AADAUpbhFT8AAMi6uE0RPwAA6Iwo7SE/AAAUg8AKJT8AAGgibLghPwAANO84xSc/AACUy3+IJz8AANg9eVgtPwAAxLEu7jU/AABOYhAYNT8AAAKaCLs5PwAAFtnOVz8/AAAr9pd9Qz8AAPfkYaFNPwAAv30d6FQ/AIBkO98fYj8AAMiYuy5xPwAA2qz6rIA/AICDL0xGjz8AgGq8dGObPwAA9GxWBaY/AABJLv/Rrz8AwMNCrWm0PwDAk4eFurY/AIDRkVw+tT8AAFvTvCOtPwAAaLPqc4s/AABO0ZHcob8AABlz11KyvwCAxyk6kra/AEC28/0ctr8AQIQNT5eyvwCAZYhjfau/AKCg+DEGor8AwKZ5x6WVvwAA0ETY6Ie/AACGyVQBeb8AgN2Th/VpvwAA0NVWTF2/AIAnDws1Ur8AAGb35OFIvwAAj+Tyb0K/AADUK2W5Pb8AAAIrh5Y3vwAAtqZ55zO/AADCZKoANb8AALzjFJ0xvwAAINJvXyy/AACc76fmK78AAKCrrdggvwAAWBe3cSK/AACIY118Ir8AAOhILj8kvwAASCV1Qhm/AAAwTKZKF78AAEA1XjoHvwAApCxDnBm/AAAwdy2hHb8AALhrCbkLvwAAQPrtKw6/AABguknsGr8AAPjkYeEHvwAAWDAq6QC/AABQa5o3Ab8AAIgW2Q4RvwAAMMsQx/u+AABACtdjD78AAGAQWDkHvwAAoBov3fk+AAB4LSGfEb8AAKDLf0jovgAAyJi7Vge/AABQ/BhzAj8AAMCxLm7uPgAAgGEyVQA/AADA/If08j4AAKAYBFbiPgAASOF6tBE/AABQjZceID8AABDpt78wPwAAejar5kE/AAA9m1UHTj8AAIbJVOFVPwCAqDXNK10/AAB5WKiVYT8AAEw3iZFhPwAAmnecAlw/AAAIG54eST8AAPBjzF05vwAAxY8x11a/AACBlUNTYL8AAPRsVr1hvwAANV66qV+/AIAcWmTrV78AgJhMFRxRvwAACKwc8kW/AACgibAROr8AAC4hH4QsvwAA/FxtlRG/AABcIEFhF78AACAdyeXpPgAA4HoUrvm+AABoGeK4D78AAPB8PzUKvwAASDeJgQa/AAAAk6mC5z4AAJA6Aa0HvwAAyCk6EgM/AACIY11cBL8AAKBVnyv8PgAAABaMSqI+AAAQak1T/j4AAPAvu+f1vgAAWLG/LAe/AADwL7sn/T4AAMjlP8QJvwAAuNqKnQI/AAAAs3uy/D4AAGAyVZD5PgAAQMbc1QY/AADgNhrgAj8AAFB9rhb6vgAAQOjZTAg/AADQAN6iBb8AABC+MFn9PgAAoJI6weq+AADgvg789b4AAFDRkVwJvwAACCQovgG/AACgXimL674AAICw4anpvgAAwHSTKAk/AACAYTJ1Cb8AAICw4WnovgAAqFfKQgi/AABoiGO9CD8AAFCdgEb9vgAA4KWbNAQ/AAB4nKLTA78AAID+Q/rHvgAAoHecQv0+AAAw/yG99b4AAGBv8MXtvgAAcN5xyvW+AADAMsQx1z4AAGC6SUzhPgAAiMlUAQM/AADowDnDCz8AACD99lXwPgAAAE9AE7U+AABAE2Ej8L4AAFDaG2wIPwAAgFFJnea+AAAABFYO3D4AABDZzjf2PgAA8EguP/++AABw1xLiBr8AAAiKHyMBPwAAWH2uNgo/AACAYOXQxD4AAFCEDQ/zvgAAgHnHKcq+AAAAmN2T1j4AADgRNrwMPwAAIEp74w0/AABAtvO9/D4AACAGgZXsPgAAeCSXnwQ/AACQqYJR+T4AAEBy+Y/ivgAAcD0KV/K+AAAAkKD4zT4AAKBc/sPtvgAAcLUVO/S+AACQbOd78D4AACAxCGz1vgAA4JWyjOC+AADAw0Kt1j4AABiV1AkQPwAA8NJN4vw+AABYhjgWDD8AAODgC/MWPwAAeC0h3w4/AACQwvUIFj8AACh+jPkXPwAAIC/dJPs+AAAgFmptHD8AACAWaq0ePwAA8BZIcBc/AACAt0ACCj8AAPh14JwaPwAAIBZqTR0/AACcxCDQIz8AAJaQD3ohPwAAUGua1yU/AAAEVg4NLj8AAIqw4YkyPwAA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index 0000000..4e4dfac --- /dev/null +++ b/examples/pyCFML/cfml_utilities/powder_pattern_from_json/srtio3-pattern-simulation.ipynb @@ -0,0 +1,414 @@ +{ + "cells": [ + { + "cell_type": "code", + "id": "9ecc4733", + "metadata": { + "pycharm": { + "name": "#%%\n" + }, + "ExecuteTime": { + "end_time": "2024-07-23T12:12:09.858468Z", + "start_time": "2024-07-23T12:12:09.854247Z" + } + }, + "source": [ + "from bokeh.io import output_notebook\n", + "from bokeh.io import show\n", + "from bokeh.plotting import figure\n", + "import copy\n", + "import os\n", + "import numpy as np\n", + "\n", + "from pycrysfml import crysfml08lib" + ], + "outputs": [], + "execution_count": 16 + }, + { + "cell_type": "code", + "id": "d76d50fc", + "metadata": { + "pycharm": { + "name": "#%%\n" + }, + "ExecuteTime": { + "end_time": "2024-07-23T12:12:10.327309Z", + "start_time": "2024-07-23T12:12:10.317495Z" + } + }, + "source": [ + "output_notebook()\n", + "FIGURE_WIDTH = 990\n", + "FIGURE_HEIGHT = 300" + ], + "outputs": [ + { + "data": { + "text/html": [ + " \n", + "
\n", + " \n", + " Loading BokehJS ...\n", + "
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\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
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\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 17 + }, + { + "cell_type": "code", + "id": "4042fea98af92add", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:10.779123Z", + "start_time": "2024-07-23T12:12:10.776683Z" + } + }, + "source": [ + "os.environ['CRYSFML_DB']" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/andrewsazonov/Development/github.com/EasyScience/TEST_PyCrysFML/.venv/lib/python3.11/site-packages/pycrysfml/Databases'" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 18 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:11.331354Z", + "start_time": "2024-07-23T12:12:11.328399Z" + } + }, + "cell_type": "code", + "source": "os.getcwd()", + "id": "edaa54d891d63ec1", + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/andrewsazonov/Development/github.com/EasyScience/TEST_PyCrysFML/examples/pyCFML/cfml_utilities/powder_pattern_from_json'" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 19 + }, + { + "cell_type": "code", + "id": "3752d741", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:11.899990Z", + "start_time": "2024-07-23T12:12:11.896406Z" + } + }, + "source": [ + "STUDY_DICT_PM3M = {\n", + " \"phases\": [\n", + " {\n", + " \"SrTiO3\": {\n", + " \"_space_group_name_H-M_alt\": \"P m -3 m\",\n", + " \"_cell_length_a\": 3.9,\n", + " \"_cell_length_b\": 3.9,\n", + " \"_cell_length_c\": 3.9,\n", + " \"_cell_angle_alpha\": 90,\n", + " \"_cell_angle_beta\": 90,\n", + " \"_cell_angle_gamma\": 90,\n", + " \"_atom_site\": [\n", + " {\n", + " \"_label\": \"Sr\",\n", + " \"_type_symbol\": \"Sr\",\n", + " \"_fract_x\": 0.5,\n", + " \"_fract_y\": 0.5,\n", + " \"_fract_z\": 0.5,\n", + " \"_occupancy\": 1,\n", + " \"_adp_type\": \"Biso\",\n", + " \"_B_iso_or_equiv\": 0.40\n", + " },\n", + " {\n", + " \"_label\": \"Ti\",\n", + " \"_type_symbol\": \"Ti\",\n", + " \"_fract_x\": 0,\n", + " \"_fract_y\": 0,\n", + " \"_fract_z\": 0,\n", + " \"_occupancy\": 1,\n", + " \"_adp_type\": \"Biso\",\n", + " \"_B_iso_or_equiv\": 0.50\n", + " },\n", + " {\n", + " \"_label\": \"O\",\n", + " \"_type_symbol\": \"O\",\n", + " \"_fract_x\": 0.5,\n", + " \"_fract_y\": 0,\n", + " \"_fract_z\": 0,\n", + " \"_occupancy\": 1,\n", + " \"_adp_type\": \"Biso\",\n", + " \"_B_iso_or_equiv\": 0.65\n", + " }\n", + " ]\n", + " }\n", + " }\n", + " ],\n", + " \"experiments\": [\n", + " {\n", + " \"NPD\": {\n", + " \"_diffrn_source\": \"nuclear reactor\",\n", + " \"_diffrn_radiation_probe\": \"neutron\",\n", + " \"_diffrn_radiation_wavelength\": 1.27,\n", + " \"_pd_instr_resolution_u\": 0.02,\n", + " \"_pd_instr_resolution_v\": -0.02,\n", + " \"_pd_instr_resolution_w\": 0.12,\n", + " \"_pd_instr_resolution_x\": 0.0015,\n", + " \"_pd_instr_resolution_y\": 0,\n", + " \"_pd_instr_reflex_asymmetry_p1\": 0,\n", + " \"_pd_instr_reflex_asymmetry_p2\": 0,\n", + " \"_pd_instr_reflex_asymmetry_p3\": 0,\n", + " \"_pd_instr_reflex_asymmetry_p4\": 0,\n", + " \"_pd_meas_2theta_offset\": 0,\n", + " \"_pd_meas_2theta_range_min\": 1,\n", + " \"_pd_meas_2theta_range_max\": 140,\n", + " \"_pd_meas_2theta_range_inc\": 0.05\n", + " }\n", + " }\n", + " ]\n", + "}" + ], + "outputs": [], + "execution_count": 20 + }, + { + "cell_type": "code", + "id": "f5f7bb5f040685cc", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:12.506873Z", + "start_time": "2024-07-23T12:12:12.503786Z" + } + }, + "source": [ + "# Help functions\n", + "\n", + "def generated_x_array(study_dict:dict):\n", + " experiment = study_dict['experiments'][0]['NPD']\n", + " start = experiment['_pd_meas_2theta_range_min']\n", + " stop = experiment['_pd_meas_2theta_range_max']\n", + " step = experiment['_pd_meas_2theta_range_inc']\n", + " x = np.arange(start=start, stop=stop+step, step=step)\n", + " return x\n", + "\n", + "def compute_pattern(study_dict:dict):\n", + " #_, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays\n", + " _, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays\n", + " y = y.astype(np.float64)\n", + " return y" + ], + "outputs": [], + "execution_count": 21 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:13.146451Z", + "start_time": "2024-07-23T12:12:13.143147Z" + } + }, + "cell_type": "code", + "source": [ + "def compute_pattern__SrTiO3_Pm3m():\n", + " study_dict = copy.deepcopy(STUDY_DICT_PM3M)\n", + "\n", + " # x array\n", + " x = generated_x_array(study_dict)\n", + "\n", + " # desired y array\n", + " _, desired = np.loadtxt('desired/srtio3-pm3m-pattern_Nebil-ifort.xy', unpack=True)\n", + " desired = desired - 20.0 # remove background\n", + " desired = np.roll(desired, -1) # compensate for a 1-element shift in y data between old Nebil windows build and Andrew current gfortran build\n", + " \n", + " # set space group\n", + " study_dict['phases'][0]['SrTiO3']['_space_group_name_H-M_alt'] = 'P m -3 m'\n", + "\n", + " # actual y array\n", + " actual = compute_pattern(study_dict)\n", + " \n", + " # compare results\n", + " fig = figure(width=FIGURE_WIDTH, height=FIGURE_HEIGHT)\n", + " fig.line(x, desired, legend_label='desired', color='orangered', line_width=5)\n", + " fig.line(x, actual, legend_label='actual', color='steelblue', line_width=2)\n", + " fig.line(x, actual-desired, legend_label='diff', color='green', line_width=1)\n", + " show(fig)" + ], + "id": "bfa4e963497909dd", + "outputs": [], + "execution_count": 22 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:13.915802Z", + "start_time": "2024-07-23T12:12:13.912942Z" + } + }, + "cell_type": "code", + "source": [ + "def compute_pattern__SrTiO3_Pnma():\n", + " study_dict = copy.deepcopy(STUDY_DICT_PM3M)\n", + "\n", + " # x array\n", + " x = generated_x_array(study_dict)\n", + "\n", + " # desired y array\n", + " desired = np.loadtxt('desired/srtio3-pnma-pattern_Andrew-ifort.y', unpack=True)\n", + " desired = desired - 20.0 # remove background\n", + " \n", + " # set space group\n", + " study_dict['phases'][0]['SrTiO3']['_space_group_name_H-M_alt'] = 'P n m a'\n", + "\n", + " # actual y array\n", + " actual = compute_pattern(study_dict)\n", + " \n", + " # compare results\n", + " fig = figure(width=FIGURE_WIDTH, height=FIGURE_HEIGHT)\n", + " fig.line(x, desired, legend_label='desired', color='orangered', line_width=5)\n", + " fig.line(x, actual, legend_label='actual', color='steelblue', line_width=2)\n", + " fig.line(x, actual-desired, legend_label='diff', color='green', line_width=1)\n", + " show(fig)" + ], + "id": "7836d8d61ea9f2e6", + "outputs": [], + "execution_count": 23 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-23T12:12:18.068406Z", + "start_time": "2024-07-23T12:12:17.988105Z" + } + }, + "cell_type": "code", + "source": "compute_pattern__SrTiO3_Pm3m()", + "id": "753b3bd7336cc49c", + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
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2EDa82QJQYBFYOvTRA8tJNYhAIM0DYgXNGlIYxQDiJQWDlMDBAVAWjkjoBLkA4GsBbIOErQAzgLZCg+ClAjJduEoNAKEAYJlMFo7ImQAy1pnnHSSVAjNtoAG8BJEAu/yH99tUiQE7RkVz+wyFA8IXJVMHIIEDcJAaBlcMfQAxGJXUCGh5AcF8HzhmRHECg+DHmriUbQEyEDU+v1BlACM4ZUdqbGEAoyxDHungXQNTe4AuTaRZA6JWyDHFsFUDkFB3J5X8UQBiV1AloohNAUPwYc9fSEkA4RUdy+Q8SQNQrZRniWBFAJGx4eqWsEEAowoanVwoQQDiAt0CC4g5AqMZLN4nBDUBYUiegibAMQLBH4XoUrgtACCQofoy5CkAY4lgXt9EJQPgoXI/C9QhA+HXgnBElCEAAmggbnl4HQKjoSC7/oQZAON9PjZfuBUDgJAaBlUMFQFDjpZvEoARAwMEXJlMFBEAYwFsgQXEDQIiFWtO84wJA0DtO0ZFcAkB4Nqs+V9sBQFifq63YXwFA8MnDQq3pAEAQ4C2QoHgAQEA1XrpJDABAoOYdp+hI/z8AiPTb14H+PzCitDf4wv0/QDVeukkM/T/QO07RkVz8P1BiEFg5tPs/4E+Nl24S+z+ABMWPMXf6P8DTK2UZ4vk/oL3BFyZT+T9AaW/whcn4PxCDwMqhRfg/MLKd76fG9z8Ao5I6AU33P8D8h/Tb1/Y/wGsJ+aBn9j+QQ4ts5/v1P+DXgXNGlPU/ANV46SYx9T+QjuTyH9L0PxBYObTIdvQ/AN4CCYof9D/wc7UV+8vzP9AZUdobfPM/sM/VVuwv8z/AZKpgVFL7PzBMpgpGJfs/kEOLbOf7+j/wSlmGONb6P8AOnDOitPo/gOLHmLuW+j9Axty1hHz6P2BmZmZmZvo/gBbZzvdT+j8Qg8DKoUX6PxCsHFpkO/o/8ORhodY0+j/AhqdXyjL6P/DkYaHWNPo/EKwcWmQ7+j9giGNd3Eb6P6DNqs/VVvo/kNQJaCJs+j/g8PRKWYb6P1B7gy9Mpvo/YCBB8WPM+j8Q4C2QoPj6P0ATYcPTK/s/YGZmZmZm+z/whclUwaj7PzB3LSEf9Ps/MDqSy39I/D8QLbKd76f8P+BPjZduEv0/0ADeAgmK/T9ARUdy+Q/+P1B7gy9Mpv4/QAFNhA1P/z/Y8PRKWQYAQODplbIMcQBAKKCJsOHpAECom8QgsHIBQOg/pN++DgJAAET67evAAkAA54wo7Y0DQLDqc7UVewRAWOwvuyePBUDgk4eFWtMGQFBAE2HDUwhA4EYDeAskCkAQcayL22gMQKAzorQ3eA9A8NJNYhAYEkDoriXkg14WQHAbDeAtEB9AcKyL22igKEBwPQrXo3A1QKyt2F92J0NA1sVtNICXUEBlqmBUUu9aQKRwPQrXH2RA1lbsL7tta0CC4seYu/NwQMiYu5aQ5XJAHhZqTfPmckA9CtejcPdwQKfoSC7/d2tAN4lBYOUqZEBcsb/sngRbQDQRNjy9qlBA7uvAOSNKQ0BS2ht8YbI1QIinV8oyJClAppvEILASIEDUvOMUHYkXQHh6pSxDXBNAXI/C9SgcEUBwVn2utmIPQBACK4cWWQ1AaABvgQTFC0CI22gAb4EKQCiX/5B+ewlAgFFJnYCmCEAoDwu1pvkHQJBc/kP6bQdAAHgLJCj+BkBIe4MvTKYGQDiAt0CCYgZA0GbV52qrA0AAb4EExY8DQMixLm6jgQNAyCk6kst/A0CA+zpwzogDQND3U+OlmwNAEJwzorS3A0CYZYhjXdwDQID7OnDOCARA0F1LyAc9BECgM6K0N3gEQPB8PzVeugRAiGNd3EYDBUA4ETY8vVIFQPCFyVTBqAVAiOtRuB4FBkDwQc9m1WcGQHBfB84Z0QZAAET67etAB0Cg76fGS7cHQIg41sVtNAhAuB6F61G4CEBwGw3gLRAKQIjJVMGopApAOBrAWyBBC0AQYcPTK+ULQAD3deCckQxA+NvXgXNGDUCgkjoBTQQOQHjHKTqSyw5AsFBrmnecD0CUQ4ts5zsQQMh2vp8arxBAEC2yne8nEUDYEvJBz6YRQLC/7J48LBJAuB6F61G4EkC0ne+nxksTQNgS8kHP5hNA0ADeAgmKFEAw/yH99jUVQJiQD3o26xVAtDf4wmSqFkBMYhBYOXQXQERpb/CFSRhAfKUsQxwrGUDUb18HzhkaQITix5i7FhtAwBcmUwUjHEDIKTqSyz8dQCD0bFZ9bh5AcD0K16OwH0DAWyBB8YMgQCZ1ApoIOyFAApoIG57+IUAcWmQ7388iQMi6uI0GsCNAqoJRSZ2gJEBseHqlLKMlQAwkKH6MuSZASlmGONblJ0C0N/jCZCopQJgqGJXUiSpASL99HTgHLECEL0ymCqYtQJhMFYxKai9AQDVeukmsMEAIG55eKbsxQDAqqRPQ5DJAsHJoke0sNECcEaW9wZc1QO58PzVeKjdAmG4Sg8DqOECOdXEbDeA6QN5xio7kEj1AduCcEaWNP0CDUUmdgC5BQFXBqKROyEJAS1mGONadREA0MzMzM7tGQI5TdCSXL0lASgwCK4cOTECaKhiV1HFPQAIrhxbZvlFALbKd76c2VEBrK/aX3VtXQJYhjnVxv1tA4lgXt9FqYUARx7q4jRpoQLUV+8vu93JAtaZ5xymugECfq63Y39mOQN9PjZcuLJxAC7WmeadbqEDSAN4CaXyzQCntDb5ggrxAxm00gHf0wkA9m1Wf68vGQJT2Bl9AqchABhIUP97mx0AawFsgscrEQP32deAEUsBAL26jAcw8t0DD0ytl+SmuQI9TdCQ3AaJAd76fGi8clEBQ/Bhz17iFQHicoiO593dAAG+BBMXfbECvJeSDnsVjQNbFbTSAX15A2T15WKgVWUBvEoPAyoFVQMPTK2UZylJAXCBB8WOYUECkTkATYYtNQNBm1edqm0pAriXkg579R0DmP6Tfvr5FQK62Yn/ZzUNAryXkg54dQkBd3EYDeKNAQMwQx7q4rT5AGuJYF7dhPEDysFBrmlc6QLx0kxgEhjhAvsEXJlPlNkDm0CLb+W41QOhqK/aXHTRAzjtO0ZHsMkCcoiO5/NcxQJT2Bl+Y3DBArIvbaADvL0CU9gZfmEwuQDybVZ+rzSxAIPRsVn1uK0B46SYxCCwqQKROQBNhAylAio7k8h/yJ0DYX3ZPHvYmQATFjzF3DSZAvJaQD3o2JUBy+Q/pt28kQCyHFtnOtyNAzBDHurgNI0COBvAWSHAiQJAPejar3iFAZF3cRgNYIUDO91PjpdsgQJrmHafoaCBAWDm0yHb+H0DsBDQRNjwfQCjChqdXih5AEC2yne/nHUAUrkfhelQdQHTXEvJBzxxA8NJNYhBYHEA4PL1SluEbQKDWNO84hRtATOoENBE2G0D4oGez6vMaQKz6XG3FvhpAhOLHmLuWGkDQGVHaG3waQMh2vp8abxpAHHxhMlVwGkAc6+I2GoAaQOTyH9JvnxpAIBZqTfPOGkAcWmQ73w8bQDTEsS5uYxtACBueXinLG0Cc5h2n6EgcQFhbsb/s3hxAAG+BBMWPHUDoriXkg14eQAQrhxbZTh9AirDh6ZUyIECI9NvXgdMgQFpkO99PjSFAwFsgQfFjIkB4eqUsQ1wjQM4ZUdobfCRAtFn1udrKJUCMbOf7qVEnQHh6pSxDHClA8DhFR3I5K0DMXUvIB70tQIzbaABvYTBA6gQ0ETY8MkAijnVxG500QE7RkVz+8zdAqoJRSZ1gPUBQjZduEtNDQDJVMCqpc05AVg4tsp1DWkB0tRX7y/ZnQFOWIY51sHVAgQTFjzGigkA8TtGRXKmNQKUsQxyrmpVACRueXumbnECvJeSDHiKhQOXQItuZdKJA4zYawBvPoUAPC7WmOdqeQO/Jw0LtH5hA6+I2GkAekUAH8BZIUCuGQBsN4C2QdHpAuK8D54ymbUBxrIvbaC5gQFjKMsSxOlJAsHJoke2kRkDjpZvEIAhAQHzysFBrWjlApnnHKTpyNUCcVZ+rrcgyQKjGSzeJwTBA6Egu/yE9LkCgPCzUmoYrQAC8BRIUPylAxty1hHxQJ0C0N/jCZKolQKpgVFInQCRA1lbsL7sHI0BE2PD0SvkhQJB++zpwDiFAGHPXEvJBIECsHFpkOx8fQEgDeAsk6B1AuECC4sfYHEAIgZVDi+wbQADeAgmKHxtA6B2n6EhuGkD0SlmGONYZQKBFtvP9VBlA1JrmHafoGEAAb4EExY8YQID7OnDOSBhANBE2PL0SGEBAV1uxv+wXQLx0kxgE1hdAWKg1zTvOF0Bob/CFydQXQNTe4AuT6RdAXCBB8WMMGEAENBE2PD0YQCTb+X5qfBhA0ADeAgnKGECEUUmdgCYZQMRkqmBUkhlAWKg1zTsOGkDsnjws1JoaQNRNYhBYORtA7A2+MJnqG0DkpZvEILAcQEDxY8xdix1AzKFFtvN9HkDs68A5I4ofQH6MuWsJWSBAeHqlLEP8IECOBvAWSLAhQCxDHOvidiJAGARWDi1SI0Bq3nGKjkQkQKoT0ETYUCVA0pFc/kN6JkCitDf4wsQnQNz5fmq8NClAdPkP6bfPKkCwLm6jAZwsQFQFo5I6oS5Aak3zjlN0MEAehetRuL4xQGb35GGhNjNAwH0dOGfkNEA0gLdAgtI2QJJc/kP6DTlAZKpgVFKnO0CSXP5D+i0+QBKDwMqh5UBA46WbxCAQQ0DxY8xdS7hFQEDG3LWEJElAqFfKMsQBTkDwp8ZLNwVTQNV46SYxuFpA5q4l5INWZUBZF7fRAOVyQMe6uI2Ga4FAPN9PjZd9j0ACmggbXteaQG+BBMVPIKVAyxDHujhirkD0bFZ9LtizQBQ/xtylbLdACyQoftzXuEAMk6mCwZi3QOAtkKBYIbRAgEi/fX0Gr0C3Yn/ZPbWlQKW9wRdmvZtA9dvXgbNZkEDkg57NKiSCQOhqK/aXqnNAWKg1zTsYZkAOvjCZKmxbQEa28/3UWFNABoGVQ4tUTkDEILByaFFJQLaEfNCz0UVAodY07zgdQ0Coxks3ielAQLwnDwu1Jj5A7OI2GsALO0Aw3SQGgWU4QCBj7lpCHjZAotY07zglNEAijnVxG20yQHo2qz5X6zBABCuHFtkuL0CEWtO849QsQLCUZYhjvSpA5NAi2/neKEBSuB6F6zEnQHL5D+m3ryVA3nGKjuRSJEAsQxzr4hYjQA6cM6K09yFA4C2QoPjxIEAYt9EA3gIgQBxaZDvfTx5AzKFFtvO9HEBcIEHxY0wbQBCcM6K09xlAIB/0bFa9GEC0yHa+n5oXQHhPHhZqjRZAbCv2l92TFUCU1AloIqwUQIRa07zj1BNAsOHplbIME0DgT42XblISQPh14JwRpRFA3CQGgZUDEUDo2az6XG0QQDCitDf4wg9AALwFEhS/DkCwJeSDns0NQJBc/kP67QxAkDF3LSEfDEA4+MJkqmALQBgEVg4tsgpAiNLe4AsTCkD4D+m3r4MJQMA5I0p7AwlAwKikTkCTCECwWfW52goJQOiMKO0NvghAUI2XbhKDCEB4Nqs+V1sIQJjmHafoSAhAINJvXwdOCECQXP5D+m0IQCBseHqlrAhAkML1KFwPCUDIf0i/fZ0JQBhR2ht8YQpA6FG4HoVrC0CQ7Xw/Nd4MQHiDL0ymCg9AxI8xdy1hEUDcJAaBlQMVQCzUmuYdpxxA/rJ78rBQJkCgGi/dJAYzQJZDi2znk0BAHJ5eKcvwS0BUUiegiQhWQGQ730+N919Aklz+Q/ojZUDTvOMUHVVpQLKd76fGU2tAdLUV+8tsakBcj8L1KPBmQEjhehSu/2FA5BQdyeWrWUBUUiegicBQQJ88LNSaPkRAWMoyxLEuN0B4nKIjuTwqQMxdS8gHPR9ASJ2AJsLGFECAHThnRGkPQAg9m1WfKwpA6LevA+cMB0CopE5AE+EEQKhXyjLEMQNAWDAqqRPQAUDYzvdT46UAQOD7qfHSTf8/wDCZKhiV/T/wBl+YTBX8P4CnV8oyxPo/gPKwUGua+T/AILByaJH4P4DJVMGopPc/4IOezarP9j/AmLuWkA/2P7CkTkATYfU/wPUoXI/C9D/gLZCg+DH0P9DuycNCrfM/oN++Dpwz8z+gTkATYcPyP2CPwvUoXPI/APAWSFD88T+gcD0K16PxP1C4HoXrUfE/oBov3SQG8T9Akst/SL/wP5DLf0i/ffA/wG00gLdA8D/QeOkmMQjwP8AnDwu1pu8/oNY07zhF7z+gTBWMSuruP4Dix5i7lu4/oOYdp+hI7j8AvAUSFD/yP2CqYFRSJ/I/4E+Nl24S8j9wrIvbaADyP7AT0ETY8PE/ADLmriXk8T/wWkI+6NnxPyDiWBe30fE/YCBB8WPM8T9AaW/whcnxP2AQWDm0yPE/IMKGp1fK8T8g0m9fB87xP8Dsnjws1PE/kGWIY13c8T8Q6bevA+fxP8DKoUW28/E/ELfRAN4C8j8QrkfhehTyP9BW7C+7J/I/sLZif9k98j/AdJMYBFbyP3A9CtejcPI/0BDHuriN8j/Q7snDQq3yP3DXEvJBz/I/wMqhRbbz8j+wyHa+nxrzPzAqqRPQRPM/4OmVsgxx8z8gDeAtkKDzP3Dn+6nx0vM/0HjpJjEI9D/AbTSAt0D0P0DG3LWEfPQ/QILix5i79D9ATtGRXP70PzAqqRPQRPU/IBZqTfOO9T8AEhQ/xtz1P9B2vp8aL/Y/8Jfdk4eF9j9wzojS3uD2P8BtNIC3QPc/4M73U+Ol9z9ARUdy+Q/4P8ApOpLLf/g/8Chcj8L1+D/AmLuWkA/1P+CuJeSDnvU/gDjWxW009j+wNc07TtH2PzD/If32dfc/kEFg5dAi+D8wqRPQRNj4P/COU3Qkl/k/wEs3iUFg+j8QjErqBDT7P8CopE5AE/w/IKfoSC7//D+gM6K0N/j9P5BTdCSX//4/YNxGA3gLAEAA3gIJip8AQFixv+yePAFAwFsgQfHjAUCgibDh6ZUCQBhqTfOOUwNAsNhfdk8eBECABMWPMfcEQHgtIR/07AVAoDws1JrmBkAYSFD8GPMHQBiuR+F6FAlA0MzMzMxMCkCQMXctIZ8LQEC9UpYhDg1AWNO84xSdDkBIA3gLJCgQQNhfdk8eFhFAQGDl0CIbEkC0pnnHKToTQIAExY8xdxRA9EpZhjjWFUAEEhQ/xlwXQByeXinLEBlAYOXQItv5GkCMuWsJ+SAdQIxK6gQ0kR9AeOkmMQgsIUCkTkATYcMiQJp3nKIjmSRAXinLEMe6JkAoDwu1pjkpQCCOdXEbLSxAnO+nxku3L0B+rrZifwkyQDojSnuD3zRAtDf4wmT6OEDYX3ZPHuY/QC6QoPgxpkZArIvbaAA7UkBFR3L5Dx9gQHgLJCh+aG1Asp3vp8YkekBpb/CFyduFQA+cM6I03JBApb3BF+bCl0CIY13chmqeQF3cRgP4laFAK/aX3dNCokDy0k1iUP2gQLivA+dMcJxAejarPpeKlUAs1JrmHbGNQCsYldQJvoJABaOSOgHxdUDP91PjpWVoQKd5xyk65lpAoImw4elNT0DmP6Tfvl5EQKrx0k1iED5AOPjCZKpgOEAGo5I6Ad00QAYSFD/GXDJAXkvIBz1rMEDkg57Nqq8tQMAOnDOiFCtA9EHPZtXnKEDc14FzRhQnQO7rwDkjiiVAlKmCUUk9JEBO0ZFc/iMjQGb35GGhNiJAOgFNhA1vIUDeJAaBlcMgQJi7lpAPOiBATIQNT6+UH0C0N/jCZGogQGB2Tx4WKiBAtOpztRX7H0C8SQwCK8cfQPRsVn2uth9ADE+vlGXIH0CUQ4ts5/sfQA5Pr5RlKCBApHA9CtdjIEBwPQrXo7AgQKyt2F92DyFAcPCFyVSBIUDyH9JvXwciQIhjXdxGoyJALEMc6+JWI0Bq3nGKjiQkQORhodY0DyVA0pFc/kMaJkAooImw4UknQOACCYofoyhAeOkmMQgsKkAIX5hMFewrQFwgQfFj7C1A6nO1FfsbMEA8TtGRXG4xQC7/If329TJAriXkg569NECIY13cRtM2QNQrZRniSDlALNSa5h03PEAW2c73U8M/QLfRAN4CGUJAuycPC7UORUDctYR80INJQGIQWDm0rFBAoyO5/IdwWEAhsHJokTlkQOVhodY0GnJAP1dbsb9vgECMSuoEtMWMQFFrmndci5dAzojS3qC5oUADeAskiFmoQOAtkKAYWq5Ag1FJnQARsUBLyAc96zexQPFjzF0rJ69AY3/ZPTlmqUDLEMe6WMaiQB/0bFZ9TJlAXf5D+u1Oj0A4Z0Rp7wyCQM6I0t7g73NAj+TyH9IfZkC/fR04Z0haQHsUrkfhjlFAirDh6ZVqSkAydy0hH5RFQDj4wmSqcEJAqz5XW7EfQECq8dJNYpA8QIIExY8xhzlAQmDl0CL7NkDgvg6cM9I0QJoIG55e+TJAWFuxv+xuMUDKMsSxLg4wQBTyQc9mtS1A0LNZ9bmaK0AcDeAtkMApQDwK16NwHShA0t7gC5OpJkDKw0KtaV4lQPRsVn2uNiRAdnEbDeAtI0CqYFRSJ0AiQCbChqdXaiFADLWmecepIECASL99HfgfQHQkl/+Qvh5ANMSxLm6jHUCIhVrTvKMcQMxdS8gHvRtAsAPnjCjtGkBQ2ht8YTIaQLRZ9bnaihlAoGez6nP1GEDg6ZWyDHEYQFyxv+ye/BdAZDvfT42XF0Bw8IXJVEEXQPA4RUdy+RZA5BQdyeW/FkBMhA1Pr5QWQJwzorQ3eBZAYLpJDAJrFkCwR+F6FG4WQODgC5OpghZAQM9m1eeqFkDU3uALk+kWQGx4eqUsQxdAONbFbTTAF0BMYhBYOXQYQDhFR3L5jxlABKOSOgGNG0DgnBGlvYEfQBriWBe30SNASJ2AJsLmK0Boke18P2U1QK7YX3ZP5kBAqs/VVuwXSkCGyVTBqARTQAN4CyQoqllALpCg+DGyX0CL/WX35MFhQECk374O7mFA1XjpJjFOYEAT8kHPZuFaQE5iEFg5RFRAZO5aQj5ITEDjx5i7lqBCQAg9m1Wf+zdAbE3zjlPUL0CuR+F6FA4nQOziNhrAuyJALNSa5h3HIEDQItv5fuofQAQrhxbZTh9ABAmKH2MuH0B4Tx4Was0fQAIJih9jDiBALPaX3ZNHIEAAkX77OpAgQEi/fR045yBAXP5D+u1LIUDojCjtDb4hQARWDi2yPSJAeqUsQxzLIkC8Jw8LtWYjQIxK6gQ0ESRAXtxGA3jLJEBKDAIrh5YlQMDKoUW2cyZATvOOU3RkJ0DQItv5fmooQIC3QILihylAWFuxv+y+KkDEZKpgVBIsQBRhw9MrhS1AmP+QfvsaL0AkufyH9GswQDhnRGlvYDFAzBDHurhtMkDYo3A9CpczQNqs+lxtxTRAiPTb14EzNkDsUbgehcs3QPqgZ7PqkzlA+MJkqmCUO0DY8PRKWdY9QKabxCCwMkBAqz5XW7GnQUC0WfW52lJDQFdbsb/sPkVA0t7gC5N5R0DOqs/VVhRKQC7/If32JU1A7C+7Jw9nUEAs1JrmHZ9SQILix5i7alVAayv2l903WUCaCBueXhlfQF66SQwC12RAoBov3SRmb0DM7snDQnt6QA6+MJkqy4dA8rBQaxpqlUBd/kP6DXGiQHqlLEOcma1AbxKDwFrUtUBaZDvfP169QKmkTkCD7MFAzH9Iv526w0A6kst/oHvDQBSuR+FqRsFAnRGlvcGqu0DuWkI++B+0QKkT0ESYvqpAaW/whYleoECyLm6jwcKSQLRZ9bnawYRAdEaU9gZQd0Cq8dJNYkpsQCv2l92TU2NAduCcEaWFXUAyVTAqqUdYQGaIY13cxlRAkxgEVg4lUkDG3LWEfAhQQEQc6+I2kkxAYOXQItuhSUAmUwWjkiJHQOVhodY0/0RAV+wvuycnQ0CvJeSDno1BQA5Pr5RlKEBArthfdk/ePUC8Jw8LtbY7QB4Wak3zzjlAku18PzUeOEAENBE2PJ02QPYoXI/CRTVAikFg5dASNECOdXEbDQAzQLYV+8vuCTJAkjoBTYQtMUDUeOkmMWgwQKzP1Vbsby9AMP8h/fY1LkDIKTqSyx8tQAgbnl4pKyxAhMDKoUVWK0DkFB3J5Z8qQGSqYFRSBypAzKrP1VaMKUB01xLyQS8pQFR0JJf/8ChAmJAPejZrKEDgC5OpgnEoQHQCmggbnihAhJ7Nqs/1KEB0RpT2Bn8pQKgKRiV1QipAlPYGX5hMK0BUliGOdbEsQEhy+Q/ply5APgrXo3CtMEACCYofY+4yQBiV1AloIjdAPldbsb+sP0B6WKg1zZtIQOkmMQis5FRAoBov3SQuYkBmiGNd3LpuQAu1pnnHZnhAG55eKcvigUD9h/TbV/uHQCfChqfXOI1AUkmdgCYTkECqYFRSp8OPQBb7y+7JNIxAs+pztRWlhkAs1JrmnYqAQGWqYFRSIHZAVg4tsp1fa0DQItv5fu5fQMbctYR8MFJAeHqlLENkRUBgVFInoJk7QN6Th4VaIzRAbjSAt0BSMECMl24Sg0AsQKS9wRcmUylAbFZ9rrYiJ0DcaABvgWQlQNijcD0K9yNAgLdAguLHIkAkBoGVQ8shQEaU9gZf+CBA1JrmHadIIEB0cRsN4G0fQFg5tMh2fh5AzF1LyAe9HUCEyVTBqCQdQHCBBMWPsRxAxI8xdy1hHEA4qz5XWzEcQFTjpZvEIBxAdLUV+8suHEB8Nqs+V1scQKA8LNSaphxAGOJYF7cRHUBYF7fRAJ4dQLAl5IOeTR5ANMSxLm4jH0A2qz5XWxEgQCoYldQJqCBARpT2Bl9YIUC84xQdySUiQPjCZKpgFCNARkdy+Q8pJEAK16NwPWolQOTyH9Jv3yZAbMX+snuSKECsrdhfdo8qQKD4Meau5SxA8KfGSzepL0CcVZ+rrXgxQPa52or9dTNAeHqlLEPsNUBuEoPAyiE5QOLplbIMwT1A5fIf0m+3QkDG3LWEfABKQPXb14FzXlRAiUFg5dCMYUBmiGNd3GJvQG3F/rJ7intAzqrP1VbchkCdEaW9AZaRQKabxCDwzphAaABvgYTkn0DjNhrA25KiQJoIG54+eqNAFD/G3HVVokCTOgFNxBifQIhjXdxG6ZdA5x2n6AjEkEDtDb4wmZOFQGlv8IXJxnlA9UpZhjg4bUDByqFFtlVgQGUZ4lgXE1NAGlHaG3yZSECFfNCzWd1BQGzn+6nxgjxAqhPQRNgQOEAKaCJseOo0QBDpt68DdzJAZohjXdx2MEBM6gQ0EZYtQOCcEaW9wSpAZBniWBdXKEBQa5p3nEImQGiR7Xw/dSRA+u3rwDnjIkAYt9EA3oIhQCJseHqlTCBApCO5/Id0HkBcZDvfT40cQJghjnVx2xpAnBGlvcFXGUBcsb/snvwXQLzBFyZTxRZAPJtVn6utFUBsxf6ye7IUQByeXinL0BNA9NvXgXMGE0CoNc07TlESQOSlm8QgsBFA/GX35GEhEUBM845TdKQQQPD0SlmGOBBAYCnLEMe6D0AQpb3BFyYPQOC1hHzQsw5AiA1Pr5RlDkB44JwRpT0OQCDr4jYaQA5AwEKtad5xDkBgB84ZUdoOQBg/xty1hA9AVAWjkjpBEEDQGVHaG/wQQJSpglFJHRJAdAKaCBseEkBYW7G/7N4VQOxztRX7ix1AQMbctYScJkAYt9EA3uIyQGuad5yiK0BA+ORhodbsSkDWxW00gBdVQMqhRbbzjV5Ad76fGi9FZECwA+eMKH9oQMUgsHJouWpAX5hMFYw2akAhsHJokSVnQOeMKO0NhGJAuriNBvACW0CKjuTyHxZSQPrt68A5e0ZAfq62Yn95OkCgXinLEKcuQOLplbIMcSJA8IXJVMFoGEBUliGOdTESQEg3iUFg5Q1AGCZTBaMSCkCABMWPMXcHQCgPC7WmeQVAYI/C9SjcA0BwNIC3QIICQCC5/If0WwFAsBxaZDtfAECw0QDeAgn/PyAGgZVDi/0/YLG/7J48/D+AWtO84xT7P1DsL7snD/o/oPgx5q4l+T/gG3xhMlX4P4DysFBrmvc/ABlz1xLy9j8gMQisHFr2PzCJQWDl0PU/cG/whclU9T9w3nGKjuT0P3Akl/+QfvQ/oOhILv8h9D8g0m9fB87zPwCI9NvXgfM/0F1LyAc98z9ATtGRXP7yP8AFEhQ/xvI/cCv2l92T8j/QEvJBz2byPwC8BRIUP/I/AM4ZUdob8j9wnKIjufzxPzCAt0CC4vE/8HO1FfvL8T+gd5yiI7nxP7A3+MJkqvE/0Ac9m1Wf8T9gO99PjZfxPwB/arx0k/E/ECZTBaOS8T/AMJkqGJXxP/CePCzUmvE/oHA9Ctej8T9w3nGKjuTwP2DV52or9vA/8C+7Jw8L8T8wGsBbIEHxP9A7TtGRXPE/YG3F/rJ78T9wApoIG57xPxD7y+7Jw/E/sAPnjCjt8T/Qb18HzhnyP2CYTBWMSvI/4NAi2/l+8j/QxW00gLfyP6AjufyH9PI/cJHtfD818z+AFK5H4XrzP+Cs+lxtxfM/EK5H4XoU9D+AHThnRGn0P6BOQBNhw/Q/cJp3nKIj9T/QAN4CCYr1P1Au/yH99vU/sHvysFBr9j8Q6bevA+f2P7B78rBQa/c/EOAtkKD49z+QwvUoXI/4PyB8YTJVMPk/ABIUP8bc+T/AMJkqGJX6P4A2qz5XW/s/IHxhMlUw/D/wBl+YTBX9P9CI0t7gC/4/UAwCK4cW/z/Q91PjpRsAQLgehetRuABAcFZ9rrZiAUCwUGuadxwCQLhrCfmg5wJAMLKd76fGA0Ag2/l+arwEQLCd76fGywVAuGJ/2T35BkAIk6mCUUkIQOCcEaW9wQlA8MnDQq1pC0CAPzVeukkNQHgtIR/0bA9AOGdEaW/wEECYIY51cVsSQBi30QDeAhRAhMDKoUX2FUCQfvs6cE4YQNRNYhBYORtAHMnlP6QfH0Dk8h/Sb38iQH6MuWsJmSdAuI0G8Ba4MEA6I0p7g386QIanV8oypEZAGlHaG3yxU0DvycNCradgQJ/Nqs/VbGpAescpOpJnc0Cmm8QgsCp6QKVOQBPhFoBAdnEbDWDtgUAZBFYOLf6BQEdy+Q9pQ4BAgEi/fR2hekClvcEXJuFzQGuad5yiPWtABOeMKO1JYUCq8dJNYrBUQIxK6gQ0GUhAUGuad5zCPECyLm6jAawyQKCrrdhfVitAMlUwKqlTJkBApN++DpwjQBrAWyBB8SFAeC0hH/TMIEA4Z0Rpb/AfQLyWkA96th5A3JOHhVrTHUCcM6K0NzgdQLTIdr6f2hxAGEhQ/BizHECwLm6jAbwcQIxs5/up8RxA4AuTqYJRHUDwWkI+6NkdQCjChqdXih5A/O3rwDljH0A0ETY8vTIgQNLe4AuTySBAutqK/WV3IUDojCjtDT4iQMgpOpLLHyNAVn2utmIfJEBUwaikTkAlQC6yne+nhiZAgCbChqf3J0Bgw9MrZZkpQGwJ+aBncytABCuHFtmOLUC8uI0G8PYvQOq3rwPnXDFA3NeBc0b0MkDqJjEIrMw0QPqgZ7Pq8zZAsi5uowF8OUCutmJ/2X08QJ7vp8ZLD0BAYTJVMCpRQkCDwMqhRU5FQMgpOpLLt0lAQs9m1eeaUECvJeSDnrlXQD55WKg17WJAbVZ9rrZPcEAZc9cS8rF8QIJzRpR2kIhASZ2AJkLWk0CWIY51sbadQJT2Bl/YcqRAlPYGX3i1qUBIv30dWFmtQGkAb4FkOq5Aqz5XW3EIrEApXI/CNYSnQOjZrPqc9qFAGy/dJAYhmUAkufyH9DSQQAIrhxbZgYNAF0hQ/BhpdkC8dJMYBIxpQFR0JJf/gF5AbHh6pSwPVEBMyAc9m31NQMb+snvyqEdA4L4OnDMCREBmZmZmZmZBQAisHFpkuz5AKFyPwvVoO0A0ETY8vaI4QCYxCKwcSjZAmpmZmZlJNECMSuoENJEyQDIIrBxaFDFAxGSqYFSSL0DImLuWkE8tQGwJ+aBnUytANFUwKqmTKUC4awn5oAcoQA5Pr5RlqCZA5KWbxCBwJUDuWkI+6FkkQOCcEaW9YSNA+DHmriWEIkCu2F92T74hQFqGONbFDSFAVFInoIlwIEC0FfvL7skfQIjS3uAL0x5A7Hw/NV76HUDojCjtDT4dQCD99nXgnBxAhJ7Nqs8VHEDUmuYdp6gbQBTyQc9mVRtAQOjZrPocG0DkWBe30QAbQPgP6bevAxtAmEwVjEoqG0AgY+5aQn4bQKCJsOHpFRxA1FbsL7snHUCkI7n8hzQfQAgbnl4pqyFA9I5TdCQ3JkCcCBueXkkuQOI2GsBbYDZAswxxrIsTQUDuDb4wmapJQIqO5PIfXlJA5/up8dKJWECW1AloIjxeQFR0JJf/BGFA8WPMXUtgYUCL/WX35A9gQBQdyeU/DFtAUI2XbhLvVECCc0aU9h5OQKFns+pzfURAhlrTvOMkO0A6AU2EDU8yQIBIv30deCpAsnvysFArJUDoaiv2l50iQLr8h/TbdyFAWFuxv+z+IEAMAiuHFtkgQKw+V1ux3yBAwhcmUwUDIUBcsb/snjwhQO7Jw0KtiSFADHGsi9voIUC2hHzQs1kiQLIubqMB3CJA5KWbxCBwI0Bm9+RhoRYkQFRSJ6CJ0CRAArwFEhSfJUAy5q4l5IMmQP5D+u3rgCdASJT2Bl+YKECwA+eMKM0pQDSAt0CCIitAeHqlLEOcLEB0RpT2Bj8uQCoYldQJCDBAmP+QfvsKMUB46SYxCCwyQFafq63YbzNAelioNc3bNEC8lpAPenY2QGRd3EYDSDhAmLuWkA9aOkDwFkhQ/Lg8QKRwPQrXcz9AEFg5tMhOQUC62or9ZSdDQCQofoy5U0VAQj7o2azqR0D+Q/rt6xBLQGhEaW/wDU9AmEwVjEpCUkDHuriNBnxWQKCrrdhf8l1AOdbFbTQmZkDGbTSAtxRyQHBfB84ZN39A3bWEfNADi0B0tRX7S4GWQO7rwDkDmqFAQxzr4pZ/qUASpb3BF/qwQPLSTWIwqbRAfa62Yo/VtkBjf9k9Wcm2QLU3+MIEibRAZohjXVzPsECDUUmdICmpQOlILv/BT6FA3+ALk6kSlkDf4AuTqXKKQIBIv30djH5AK/aX3ZO7cUAdWmQ739NlQHDwhclUtV1AQBNhw9NzVkDGbTSAt1RSQApGJXUCUk9AirDh6ZVqS0DmriXkg1ZIQNUJaCJs0EVAeHqlLEO0Q0Ay5q4l5OtBQI/C9ShcZ0BAMN0kBoE1PkB+rrZif/k7QCQofoy5CzpA4seYu5ZgOEDKw0Ktae42QHbgnBGlrTVADr4wmSqYNEBGtvP91KgzQCQofoy52zJAILByaJEtMkB6WKg1zZsxQGrecYqOJDFAZmZmZmbGMEAAIv32dYAwQPyp8dJNUjBAsi5uowE8MEAEeAskKD4wQCigibDhWTBAxv6ye/KQMEASFD/G3OUwQHjpJjEIXDFADi2yne/3MUBWDi2ynb8yQHoUrkfhujNA+FPjpZv0NECw4emVsnw2QJB++zpwbjhA/Bhz1xICO0Cad5yiI7k+QEJg5dAiY0JA+u3rwDnrR0CTGARWDlVRQFJJnYAmultAL90kBoFnZ0BSSZ2AJsdzQJAxdy0hFIBABOeMKG2NiEC6SQwC62CRQNXnais2opZAVOOlm0T1mkCz6nO1FSqdQCh+jLkrhJxAidLe4Is9mUCiRbbzvVqUQCSX/5B+GY5AfGEyVbCGhECn6Egu/xJ6QPw6cM6IXG9AF7fRAN5mYkBDrWnecQ5WQErqBDQRdkxAs+pztRVrREBq3nGKjixAQAK8BRIUbztApgpGJXUyOEBUdCSX/9A1QOCcEaW98TNABvAWSFBsMkAIPZtVnysxQMTTK2UZIjBA6JWyDHGMLkBUJ6CJsCEtQAzgLZCg+CtA8IXJVMEIK0DQZtXnaksqQJghjnVxuylAoEW28/1UKUBoke18PxUpQGAHzhlR+ihA4AIJih8DKUB01xLyQS8pQByn6EgufylAbCv2l93zKUDkYaHWNI8qQNy1hHzQUytAoNY07zhFLECcoiO5/GctQBhz1xLywS5Adr6fGi8tMEDM7snDQh0xQGaIY13cNjJANhrAWyCBM0AUYcPTKwU1QDxO0ZFczjZAsp3vp8brOED+ZffkYXE7QOomMQisfD5A1QloImwgQUAJG55eKZNDQIIExY8xD0dAbhKDwMq5TEDgnBGlvXFTQDCZKhiVNF1A8kHPZtXtZ0BWDi2ynW10QDBMpgpGTYFA3EYDeIsQjEDx9EpZRliVQLHh6ZXyF55AXdxGAxiIo0ClLEMcCzWnQCZTBaOyEqlATtGRXB6DqEAy5q4lJLilQI9TdCRXjaFA2c73UyMJmkARNjy9UtORQJYhjnXxt4ZABcWPMXdce0A2zTtO0flvQEATYcPT52JAGCZTBaPKV0C7Jw8LtYJQQKCrrdhfRklATx4Wak3DREBm9+RhocZBQB7J5T+kHz9A1CtlGeKYO0ACK4cW2a44QLameccpOjZAwmSqYFQiNEC84xQdyVUyQBDpt68DxzBAnO+nxkvXLkCgq63YX3YsQFgXt9EAXipAiGNd3EaDKEDoSC7/Id0mQKSSOgFNZCVAGCZTBaMSJEBQjZduEuMiQFKWIY510SFAmLuWkA/aIEDctYR80PMfQCD99nXgXB5AYLpJDALrHEB88rBQa5obQCwYldQJaBpAqDXNO05RGUCIFtnO91MYQMwyxLEubhdAIIXrUbieFkAwCKwcWuQVQFg5tMh2PhVAeC0hH/SsFEB0+Q/pty8UQGTMXUvIxxNA2IFzRpR2E0DIKTqSyz8TQEDPZtXnKhNA0ADeAglKE0DsfD81XjoUQLgehetReBVAYOXQIts5GEDAWyBB8eMdQBgmUwWjUiRADJOpglGpLUDo2az6XC02QK+UZYhjRUBAHJ5eKcvARkDQItv5fspNQGaIY13cDlJAfPKwUGsWVED8GHPXElpUQMWPMXctwVJABFYOLbKdT0DQs1n1uZJIQGq8dJMYxEFAcmiR7XzfN0DEZKpgVBIvQCCwcmiRDSRAgCbChqfXGkBcQj7o2WwTQPi52or95Q5AuECC4seYCkC4uI0G8BYIQHA9CtejcAZAaBniWBc3BUDwfD81XjoEQEg3iUFgZQNAQJtVn6utAkCQOgFNhA0CQDjWxW00gAFAiGNd3EYDAUAwVTAqqZMAQKjP1VbsLwBA8JWyDHGs/z/wL7snDwv/P7Bif9k9ef4/ENBE2PD0/T+Qy39Iv339P5BK6gQ0Ef0/AE2EDU+v/D+gzarP1Vb8P4BzRpT2Bvw/QJLLf0i/+z9Qfa62Yn/7P4AvTKYKRvs/oAG8BRIU+z/wQc9m1ef6P1BJnYAmwvo/4L4OnDOi+j+goiO5/If6PxBIUPwYc/o/UK+UZYhj+j9A2PD0Sln6P4AW2c73U/o/AMNkqmBU+j9A2PD0Sln6P1CvlGWIY/o/MO84RUdy+j9QnYAmwob6P0C0yHa+n/o/8DhFR3L5+j/Qf0i/fR37P2CIY13cRvs/MP8h/fZ1+z+wN/jCZKr7P3DecYqO5Ps/UPOOU3Qk/D/QItv5fmr8P/BsVn2utvw/MH6MuWsJ/T/gAgmKH2P9PxD7y+7Jw/0/QBNhw9Mr/j9gS8gHPZv+P8CopE5AE/8/AH9qvHST/z94kxgEVg4AQPBILv8h/f4/4K4l5IOe/z/4deCcESUAQKiCUUmdgABA+Knx0k3iAEAowoanV0oBQJh3nKIjuQFAAE2EDU8vAkDI7snDQq0CQOC1hHzQMwNA4CQGgZXDA0B4vp8aL10EQIjbaABvAQVAOKs+V1uxBUCQXP5D+m0GQLgehetROAdAAPd14JwRCEAol/+QfvsIQLjaiv1l9wlAuEkMAisHC0CQGARWDi0MQHilLEMcaw1AiKdXyjLEDkDoaiv2lx0QQESLbOf76RBA1LzjFB3JEUAgH/RsVr0SQERpb/CFyRNAcD0K16PwFEDYgXNGlDYWQDi0yHa+nxdA4OmVsgwxGUDg6ZWyDPEaQBDpt68D5xxAQKTfvg4cH0AExY8xd80gQPD0SlmGOCJAZDvfT43XI0Bqb/CFybQlQLCUZYhj3SdA/Knx0k1iKkDsnjws1FotQEzIBz2bdTBA7uvAOSOqMkDkg57Nqo81QHKsi9towDlA6+I2GsB7QEBc/kP67ZtGQDPEsS5uB1FA/MvuycOSW0A/NV66SfxmQKRwPQrX6XJAW0I+6NnRfUDecYqOZB2GQDbNO05RjI5AD5wzojSGk0B6Nqs+l/aWQJ0Rpb1BsJhAlPYGX1gmmEAdOGdE6YaVQPCFyVSBmJFAR3L5D+mKikBHA3gLpJOCQAkbnl4pT3hAJJf/kH4pbkCz6nO1FSliQEymCkYlBVZAqMZLN4khTECqYFRSJ6BDQBI2PL1SFj5AACL99nXQOEB2Tx4Wam01QFhbsb/s/jJACM4ZUdobMUCA+zpwzigvQKikTkAToSxAwFsgQfGDKkBY9bnair0oQOTyH9JvPydA6Iwo7Q3+JUBwPQrXo/AkQHIbDeAtECRAuriNBvBWI0A4+MJkqsAiQHw/NV66SSJAOiNKe4PvIUCqz9VW7K8hQERpb/CFiSFACKwcWmR7IUDaiv1l94QhQLwFEhQ/piFAjlN0JJffIUDEQq1p3jEiQMrDQq1pniJAnl4pyxAnI0B0kxgEVs4jQLraiv1llyRA2PD0SlmGJUAc6+I2GqAmQHqlLEMc6ydAAE2EDU9vKUC8lpAPejYrQHhPHhZqTS1AbLx0kxjEL0CcM6K0N1gxQH77OnDOGDNAzBDHurg9NUBgVFInoPk3QLYV+8vuuTtARPrt68C5QEB/+zpwzphFQJT2Bl+YfE5A1XjpJjF4V0C0yHa+nxhjQAR4CyQodm9AnMQgsHJKeUC4rwPnDFyDQG40gLdA04tAexSuR+GdkkCJQWDlEBCXQPhT46XbSppAmN2Th0Vom0CxUGua9wuaQNejcD3KpZZAmnecoiMikkAy5q4lZOWKQF3cRgN4lYJAf/s6cM4heEBO0ZFc/uVtQKfoSC7/H2JAcF8HzhlVVkBGlPYGXzBNQKVOQBNh00RAAU2EDU83QEDgLZCg+PE6QLJ78rBQSzdA1LzjFB2ZNED2udqK/XUyQKa9wRcmszBAAG+BBMVvLkBErWneceorQDgawFsgwSlA+g/pt6/jJ0Cg+DHmrkUmQMxdS8gH3SRA4JwRpb2hI0BaZDvfT40iQEQc6+I2miFAhqdXyjLEIECegCbChgcgQIwfY+5awh5AsJRliGOdHUDs4jYawJscQLSmeccpuhtA2D15WKj1GkCUsgxxrEsaQChTBaOSuhlAqIJRSZ1AGUDMO07RkdwYQOj7qfHSjRhAUEATYcNTGEDMMsSxLi4YQLCUZYhjHRhAqOhILv8hGECUh4Va0zwYQFgOLbKdbxhAJNv5fmq8GEBMe4MvTCYZQODplbIMsRlANIC3QIJiGkBseHqlLEMbQMTTK2UZYhxAIEHxY8zdHUDUCWgibPgfQKjGSzeJoSFAVOOlm8QAJUDgnBGlvSEqQAwkKH6MuTFAHhZqTfPeOUBNhA1Pr5xDQJoqGJXUsU1Aw9MrZRnGVUDqJjEIrFReQOOlm8Qg1GNAsHJoke0kaEAqqRPQRC5rQHNoke18GWxA+1xtxf6cakBa9bnaii9nQHxhMlUwuGJA/MvuycM6XECLbOf7qRFUQCxDHOviTktAGQRWDi06QkAA3gIJir84QFjKMsSxzjFAcBsN4C3wK0CEL0ymCuYnQIqw4emV0iVAHA3gLZDAJECmeccpOjIkQLK/7J487CNA3LWEfNDTI0CUh4Va09wjQOJ6FK5HASRArrZif9k9JEBUUiegiZAkQIBIv30d+CRAaiv2l91zJUD6D+m3rwMmQLprCfmgpyZAHOviNhpgJ0CwR+F6FC4oQIiw4emVEilAPAFNhA0PKkC8wRcmUyUrQEhQ/BhzVyxALBiV1AmoLUAMRiV1AhovQGJ/2T15WDBAYn/ZPXk4MUCQwvUoXC8yQMi6uI0GQDNAPptVn6ttNEBANV66Sbw1QDhnRGlvMDdAcmiR7XzPOEDkpZvEIKA6QNIA3gIJqjxA2BLyQc/2PkD+Q/rt68hAQGrecYqOREJAyXa+nxr3Q0CIY13cRutFQGYZ4lgXL0hA6revA+fUSkDkYaHWNPdNQOLplbIM4VBAVFInoIlEU0BKDAIrh35WQCh+jLlrTVtAuY0G8BaeYUAIPZtVn6FoQLaEfNCzoXJA+FPjpZu5fUBWfa62YhSIQKg1zTtOJpNAnYAmwoY1nUAgY+5agg2lQHS1FfurcaxAqaROQJPosUC94xQdyee0QF1txf4CfLZA7FG4HmUttkCad5yikxS0QEw3iUHAyLBA9dvXgTMPqkBO0ZFcXuKiQMKGp1eKtZlAG55eKQuakED0bFZ9rrCEQGq8dJMYkHlAZohjXdw6cECoNc07TvVlQK62Yn/ZH2BAyjLEsS6KWUCEDU+vlFlVQD0K16NwcVJAuB6F61E8UEA2qz5XW+lMQPyH9NvX8UlAWmQ7309tR0Bcj8L1KERFQISezarPZUNAWmQ730/FQUBxPQrXo1hAQB44Z0RpLz5AumsJ+aD3O0ACTYQNT/85QOjZrPpcPThAQq1p3nGqNkByrIvbaEA1QHzQs1n1+TNANBE2PL3SMkCCc0aU9sYxQPp+arx00zBAYLpJDALrL0CEfNCzWVUuQKjoSC7/4SxAPHlYqDWNK0CkAbwFElQqQNy1hHzQMylARIts5/spKEC+DpwzojQnQKhXyjLEUSZAVp+rrdh/JUCwlGWIY70kQEZHcvkPCSRA/If029dhI0AQx7q4jcYiQKCrrdhfNiJAxty1hHywIUCkAbwFEjQhQKYKRiV1wiBAggTFjzFXIEBIv30dOOcfQFjKMsSxLh9A+A/pt6+DHkCEDU+vlOUdQBhqTfOOUx1ABKOSOgHNHEDEILByaFEcQMhLN4lB4BtAgIy5awl5G0BcS8gHPRsbQEidgCbCxhpAtOpztRV7GkBIcvkP6TcaQAQ0ETY8/RlAfIMvTKbKGUBwio7k8p8ZQLRZ9bnaChlAxP6ye/LwGEAghetRuN4YQKQBvAUS1BhAVHQkl//QGEBMyAc9m9UYQIz9Zffk4RhAFBQ/xtz1GEA0zTtO0REZQPQoXI/CNRlAqOhILv9hGUBk9+RhoZYZQKQBvAUS1BlAfPKwUGsaGkCYTBWMSmoaQDDmriXkwxpA1FbsL7snG0AQNjy9UpYbQHAbDeAtEBxA2F92Tx6WHEDwhclUwSgdQJzmHafoyB1AuNqK/WV3HkCgZ7PqczUfQKjoSC7/ASBAGARWDi1yIEDqc7UV++sgQHIbDeAtcCFArD5XW7H/IUAkl/+QfpsiQKK0N/jCRCNAeJyiI7n8I0CitDf4wsQkQJAPejarniVAJEp7gy+MJkCsrdhfdo8nQEDPZtXnqihAcPCFyVThKUC8dJMYBDYrQJT2Bl+YrCxADJOpglFJLkBiEFg5tAgwQPYGX5hMBTFAWBe30QAeMkAsQxzr4lYzQGpv8IXJtDRAPptVn6s9NkAqOpLLf/g3QMqhRbbz7TlA1AloImwoPEDc+X5qvLQ+QFInoImw0UBAlPYGX5iEQkBvEoPAyoFEQLprCfmg30ZAvsEXJlPFSUA4Z0Rpb4BNQCNKe4MvWFFAZ0Rpb/BNVUCEfNCzWd1bQAIrhxbZnGNAbqMBvAV4bUA4Z0RpbwJ3QNDVVuyvFIJA001iENjSi0B0RpT2RpGUQKkT0ETY35xAUrgehWsbo0ApXI/C9binQEI+6NksfqtAQxzr4haSrUARNjy9EmOtQKCJsOHp/qpANIC3QEIJp0AibHh6RV2iQCxlGeLYfJtAVn2utiJpk0AgQfFjzBGKQMRCrWne24BAZvfkYaFtdUA0gLdAgoprQAU0ETY8e2JAwoanV8qKWkDkg57Nqn9UQF5LyAc9z1BAZmZmZma2TECo6Egu/yFJQMIXJlMFU0ZAsi5uowEEREDTTWIQWBFCQK7YX3ZPZkBA0gDeAgnqPUCCc0aU9mY7QFCvlGWIMzlA3pOHhVpDN0CUZYhjXYw1QNhfdk8eBjRA7lpCPuipMkBSuB6F63ExQPA4RUdyWTBADAIrhxa5LkA4I0p7g+8sQOTHmLuWUCtAnO+nxkvXKUDk8h/Sb38oQIQNT6+URSdAZmZmZmYmJkDk8h/Sbx8lQFioNc07LiRAqhPQRNhQI0D2l92Th4UiQAr5oGezyiFArBxaZDsfIUD8h/Tb14EgQPzt68A54x9A7OI2GsDbHkAIPZtVn+sdQIyO5PIfEh1AWKg1zTtOHEA4tMh2vp8bQNjw9EpZBhtAbDSAt0CCGkCIFtnO9xMaQCTb+X5qvBlAzF1LyAd9GUAMvjCZKlgZQFR0JJf/UBlAeC0hH/RsGUDYPXlYqLUZQJTLf0i/PRpA0GbV52orG0BA8WPMXcscQIxs5/upsR9AMlUwKqlzIkCuad5xig4nQKDWNO845S5A9gZfmEzFNUDCZKpgVFI/QEQc6+I2KkZA0gDeAgnSTkBDHOviNoJUQOY/pN++5llAZO5aQj7YXkBYObTIdjZhQPW52or95WFATmIQWDlKYUDsnjws1BpfQGaIY13cMlpA1lbsL7vHVEAcWmQ73zdPQC4hH/RsXkZAXinLEMfqPkCASL99Hfg0QAiKH2PumixAio7k8h8yJECwtmJ/2T0eQHwUrkfhOhhABBIUP8acFECQwvUoXE8SQLjaiv1ltxBA8B/Sb18HD0DwjlN0JBcNQPgoXI/CdQtAkDoBTYQNCkDAZKpgVNIIQHhYqDXNuwdAUNGRXP7DBkD4udqK/eUFQLDYX3ZPHgVA8MnDQq1pBEAQg8DKocUDQOClm8QgMANAMNSa5h2nAkDQ3uALkykCQBAUP8bctQFA0ETY8PRKAUAoGJXUCegAQHgLJCh+jABAoO+nxks3AEDgg57Nqs//P4BYqDXNO/8/IARWDi2y/j8A1XjpJjH+PzDLEMe6uP0/QOF6FK5H/T9gF7fRAN78P/DAOSNKe/w/IIXrUbge/D+At0CC4sf7P6Crrdhfdvs/8A2+MJkq+z8Q2c73U+P6P5C5awn5oPo/4AIJih9j+j8wXI/C9Sj6P1AeFmpN8/k/4JwRpb3B+T8Af2q8dJP5PxBxrIvbaPk/IHPXEvJB+T+w2F92Tx75P9ChRbbz/fg/ACL99nXg+D/ABRIUP8b4PwBNhA1Pr/g/8J48LNSa+D9gVFInoIn4P/DAOSNKe/g/kOTyH9Jv+D/QEvJBz2b4PzD4wmSqYPg/sJRliGNd+D9A6Nms+lz4P3BGlPYGX/g/wFsgQfFj+D8gKH6MuWv4PzD/If32dfg/UI2XbhKD+D+Q0t7gC5P4P+DO91Pjpfg/QILix5i7+D9QQBNhw9P4P+BhodY07/g/AOeMKO0N+T/Qdr6fGi/5P4AW2c73U/k/YG3F/rJ7+T/AJw8Ltab5P6BFtvP91Pk/gHNGlPYG+j9gsb/snjz6PzD/If32dfo/AF1txf6y+j/AyqFFtvP6P2Ch1jTvOPs/4OALk6mC+z/A3LWEfND7PwDu68A5I/w/gBSuR+F6/D9QUPwYc9f8P9BNYhBYOf0/AGb35GGh/T/gP6Tfvg7+P+DgC5Opgv4/8Egu/yH9/j/g0CLb+X7/PzDmriXkAwBAWCBB8WNMAEDwFkhQ/JgAQCigibDh6QBAqD5XW7E/AUC4yHa+n5oBQEA+6Nms+gFAcM6I0t5gAkAIo5I6Ac0CQCDr4jYaQANAuKZ5xym6A0DoBDQRNjwEQDCyne+nxgRAKDEIrBxaBUDwsFBrmvcFQDi0yHa+nwZAUEATYcNTB0BQhA1PrxQIQIiFWtO84whAiB9j7lrCCUDgLZCg+LEKQMAOnDOitAtAIEp7gy/MDEB4FK5H4foNQOAkBoGVQw9ATIQNT69UEEC4/If02xcRQOjZrPpc7RFASFD8GHPXEkAo7Q2+MNkTQBQUP8bc9RRA/NR46SYxFkAAb4EExY8XQNijcD0KFxlAINJvXwfOGkB4nKIjubwcQJQYBFYO7R5A2F92Tx62IED2udqK/SUiQNy1hHzQ0yNA2F92Tx7WJUAK+aBns8onQBBYObTIFitAIIXrUbi+L0AwTKYKRmUzQK4l5IOe/ThA54wo7Q0GQUDgnBGlvUlIQJ7vp8ZLy1FAJXUCmggzWkAep+hILgNjQE5iEFg50mpA+MJkqmA3ckAQWDm0yK13QDGZKhiVVX1A4L4OnDNAgUCcM6K0Ny6DQHe+nxqvEYRANqs+V1u1g0CKsOHplS+CQJoIG55eqn9AIGPuWkIhekCrPldbsYR0QCoYldQJym5Aofgx5q4vZkB0kxgEVvZeQAIrhxbZLlVA6Egu/yHtTEARx7q4jSZEQIZa07zjRD1AejarPld7NkDsnjws1EoyQCBj7lpCPi9AUI2XbhKjK0AQ6bevAwcpQEwVjErqBCdALNSa5h1nJUD+snvysBAkQKg1zTtO8SJAIGPuWkL+IUCq8dJNYjAhQG40gLdAgiBAkDF3LSHfH0DwycNCrekeQMjDQq1pHh5ARLbz/dR4HUAwuycPC/UcQDhFR3L5jxxAvEkMAitHHEBIlPYGXxgcQDReukkMAhxAGLfRAN4CHEDwWkI+6BkcQNjw9EpZRhxASOF6FK6HHEAEVg4tst0cQAxPr5RlSB1AnKIjufzHHUDoJjEIrFweQLxJDAIrBx9A1HjpJjHIH0Cq8dJNYlAgQEZHcvkPySBA5j+k375OIUCmCkYldeIhQBRhw9MrhSJA1udqK/Y3I0B4eqUsQ/wjQBZqTfOO0yRAOrTIdr6/JUD8y+7Jw8ImQJAxdy0h3ydA2MVtNIAXKUAgFmpN824qQJ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"_cell_length_b": 3.9, + "_cell_length_c": 3.9, + "_cell_angle_alpha": 90, + "_cell_angle_beta": 90, + "_cell_angle_gamma": 90, + "_atom_site": [ + { + "_label": "Sr", + "_type_symbol": "Sr", + "_fract_x": 0.5, + "_fract_y": 0.5, + "_fract_z": 0.5, + "_occupancy": 1, + "_adp_type": "Biso", + "_B_iso_or_equiv": 0.40 + }, + { + "_label": "Ti", + "_type_symbol": "Ti", + "_fract_x": 0, + "_fract_y": 0, + "_fract_z": 0, + "_occupancy": 1, + "_adp_type": "Biso", + "_B_iso_or_equiv": 0.50 + }, + { + "_label": "O", + "_type_symbol": "O", + "_fract_x": 0.5, + "_fract_y": 0, + "_fract_z": 0, + "_occupancy": 1, + "_adp_type": "Biso", + "_B_iso_or_equiv": 0.65 + } + ] + } + } + ], + "experiments": [ + { + "NPD": { + "_diffrn_source": "nuclear reactor", + "_diffrn_radiation_probe": "neutron", + "_diffrn_radiation_wavelength": 1.27, + "_pd_instr_resolution_u": 0.02, + "_pd_instr_resolution_v": -0.02, + "_pd_instr_resolution_w": 0.12, + "_pd_instr_resolution_x": 0.0015, + "_pd_instr_resolution_y": 0, + "_pd_instr_reflex_asymmetry_p1": 0, + "_pd_instr_reflex_asymmetry_p2": 0, + "_pd_instr_reflex_asymmetry_p3": 0, + "_pd_instr_reflex_asymmetry_p4": 0, + "_pd_meas_2theta_offset": 0, + "_pd_meas_2theta_range_min": 1, + "_pd_meas_2theta_range_max": 140, + "_pd_meas_2theta_range_inc": 0.05 + } + } + ] +} + +# Help functions + +def parsed_args(): + parser = argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter) + parser.add_argument("--calc", + default="none", + choices=['none', 'pm3m', 'pnma-then-pm3m'], + type=str.lower, + help="calculation order: only SG Pm-3m, or first SG Pnma and then SG Pm-3m") + parser.add_argument("--plot", + action='store_true', + help="plot simulated patterns after previous runs") + return parser.parse_args() + +def generated_x_array(study_dict:dict): + experiment = study_dict['experiments'][0]['NPD'] + start = experiment['_pd_meas_2theta_range_min'] + stop = experiment['_pd_meas_2theta_range_max'] + step = experiment['_pd_meas_2theta_range_inc'] + x = np.arange(start=start, stop=stop+step, step=step) + return x + +def compute_pattern(study_dict:dict): + #_, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays + _, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays + y = y.astype(np.float64) + return y + +# Main + +if __name__ == '__main__': + ARGS = parsed_args() + + if ARGS.calc == 'pm3m': + study_dict = copy.deepcopy(STUDY_DICT_PM3M) + + y_pm3m = compute_pattern(study_dict) + + file_name = 'y-pm3m_first-calc.txt' + np.savetxt(file_name, y_pm3m, fmt='%10.2f') + + sg = study_dict['phases'][0]['SrTiO3']['_space_group_name_H-M_alt'] + print(f"First calculation for SG '{sg}' saved into '{file_name}'") + + if ARGS.calc == 'pnma-then-pm3m': + study_dict = copy.deepcopy(STUDY_DICT_PM3M) + + study_dict['phases'][0]['SrTiO3']['_space_group_name_H-M_alt'] = 'P n m a' + y_pnma = compute_pattern(study_dict) + + study_dict['phases'][0]['SrTiO3']['_space_group_name_H-M_alt'] = 'P m -3 m' + y_pm3m = compute_pattern(study_dict) + + file_name = 'y-pm3m_second-calc.txt' + np.savetxt(file_name, y_pm3m, fmt='%10.2f') + + sg = study_dict['phases'][0]['SrTiO3']['_space_group_name_H-M_alt'] + print(f"Second calculation for SG '{sg}' saved into '{file_name}'") + + if ARGS.plot: + study_dict = copy.deepcopy(STUDY_DICT_PM3M) + + x = generated_x_array(study_dict) + + y_pm3m_1 = np.loadtxt('y-pm3m_first-calc.txt', unpack=True) + y_pm3m_2 = np.loadtxt('y-pm3m_second-calc.txt', unpack=True) + + plt.plot(x, y_pm3m_1, '-', linewidth=3) + plt.plot(x, y_pm3m_2, '-', linewidth=2) + plt.plot(x, y_pm3m_1-y_pm3m_2, '-') + #plt.xlim([31, 35]) + + plt.legend(["Pm-3m, first calc", "Pm-3m, second calc", "diff"]) + + plt.show() diff --git a/issues/pyCFML/cfml_utilities/powder_pattern_from_json/first-calc_vs_second-calc/y-pm3m_first-calc.txt b/issues/pyCFML/cfml_utilities/powder_pattern_from_json/first-calc_vs_second-calc/y-pm3m_first-calc.txt new file mode 100644 index 0000000..d00786d --- /dev/null +++ b/issues/pyCFML/cfml_utilities/powder_pattern_from_json/first-calc_vs_second-calc/y-pm3m_first-calc.txt @@ -0,0 +1,2781 @@ + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 0.00 + 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b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py @@ -1,19 +1,19 @@ +import argparse import copy import os import numpy as np from numpy.testing import assert_almost_equal -from pycrysfml import crysfml08lib -#from pycrysfml import cfml_utilities +#import cfml_utilities +#from pycrysfml import cfml_utilities +from pycrysfml import crysfml08lib -os.environ['CRYSFML_DB'] = os.path.join(os.path.dirname(crysfml08lib.__file__), 'Databases') # access to Databases/magnetic_data.txt -STUDY_DICT = { +STUDY_DICT_PM3M = { "phases": [ { "SrTiO3": { - #"_space_group_name_H-M_alt": "P m -3 m", - "_space_group_name_H-M_alt": "P n m a", + "_space_group_name_H-M_alt": "P m -3 m", "_cell_length_a": 3.9, "_cell_length_b": 3.9, "_cell_length_c": 3.9, @@ -73,23 +73,7 @@ "_pd_meas_2theta_offset": 0, "_pd_meas_2theta_range_min": 1, "_pd_meas_2theta_range_max": 140, - "_pd_meas_2theta_range_inc": 0.05, - "_phase": [ - { - "_label": "SrTiO3", - "_scale": 1 - } - ], - "_pd_background": [ - { - "_2theta": 1, - "_intensity": 20 - }, - { - "_2theta": 140, - "_intensity": 20 - } - ] + "_pd_meas_2theta_range_inc": 0.05 } } ] @@ -100,48 +84,37 @@ def path_to_desired(file_name:str): return os.path.join(os.path.dirname(__file__), 'desired', file_name) -def phase_name_by_idx(study_dict:dict, phase_idx:int=0): - return list(study_dict['phases'][phase_idx].keys())[phase_idx] - -def space_group_by_phase_idx(study_dict:dict, phase_idx:int=0): - phase_name = phase_name_by_idx(study_dict, phase_idx) - return study_dict['phases'][phase_idx][phase_name]['_space_group_name_H-M_alt'] - -def set_space_group_by_phase_idx(study_dict:dict, phase_idx:int, space_group:str): - phase_name = phase_name_by_idx(study_dict, phase_idx) - study_dict['phases'][phase_idx][phase_name]['_space_group_name_H-M_alt'] = space_group - def compute_pattern(study_dict:dict): + #_, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays _, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays y = y.astype(np.float64) return y -#def compute_pattern_2(study_dict:dict): -# return cfml_utilities.powder_pattern_from_json(study_dict) - # Tests -def _test__compute_pattern__SrTiO3_Pm3m(): +def test__compute_pattern__SrTiO3_Pm3m(): + study_dict = copy.deepcopy(STUDY_DICT_PM3M) + norm = 120 _, desired = np.loadtxt(path_to_desired('srtio3-pm3m-pattern_Nebil-ifort.xy'), unpack=True) desired = desired - 20.0 # remove background - study_dict = copy.deepcopy(STUDY_DICT) - set_space_group_by_phase_idx(study_dict, phase_idx=0, space_group='P m -3 m') - pattern = compute_pattern(study_dict) - actual = pattern.astype(np.float64) - # compensate for a 1-element shift in y data between Nebil windows build and my gfortran build - #desired = desired[1:] - #actual = actual[:-1] + desired = np.roll(desired, -1) # compensate for a 1-element horizontal shift in y data between old Nebil windows build and Andrew current gfortran build + desired = desired / norm + actual = compute_pattern(study_dict) + actual = actual / norm assert_almost_equal(desired, actual, decimal=0, verbose=True) def test__compute_pattern__SrTiO3_Pnma(): - desired = np.loadtxt(path_to_desired('srtio3-pmmm-pattern_Andrew-ifort.xy'), unpack=True) + study_dict = copy.deepcopy(STUDY_DICT_PM3M) + study_dict['phases'][0]['SrTiO3']['_space_group_name_H-M_alt'] = 'P n m a' + norm = 0.65 + desired = np.loadtxt(path_to_desired('srtio3-pnma-pattern_Andrew-ifort.y'), unpack=True) desired = desired - 20.0 # remove background - study_dict = copy.deepcopy(STUDY_DICT) - set_space_group_by_phase_idx(study_dict, phase_idx=0, space_group='P n m a') + desired = desired / norm actual = compute_pattern(study_dict) + actual = actual / norm assert_almost_equal(desired, actual, decimal=2, verbose=True) # Debug if __name__ == '__main__': - test__compute_pattern__SrTiO3_Pnma() + pass From a7af4888eca7dc8fa7938c7e430adcaab273b491 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 15:07:44 +0200 Subject: [PATCH 73/99] Fix python package name on macos --- scripts.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts.py b/scripts.py index 086523e..03bb861 100644 --- a/scripts.py +++ b/scripts.py @@ -95,7 +95,7 @@ def _platform_tag_github_ci(): # sysconf always returns 'macosx_10_9_universal2 version = platform.mac_ver()[0] # e.g., '14.5' version = version.split('.') # '14.5' => ['14', '5'] version[1] = '0' # ['14', '5'] => ['14', '0'] - version = '.'.join(version) # ['14', '0'] => '14.0' + version = '.'.join(version[:2]) # ['14', '0'] => '14.0'; ['12', '0', '5'] => '12.0' machine = platform.mac_ver()[2] # e.g., 'arm64' tag = f'macosx-{version}-{machine}' tag = tag.replace('-', '_') From 26e4f7a1e758f69edf11bb625400daa118da7f13 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 16:29:59 +0200 Subject: [PATCH 74/99] Fix powder pattern from json tests --- .../test__powder_pattern_from_json.py | 23 +++++++++++++++---- 1 file changed, 18 insertions(+), 5 deletions(-) diff --git a/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py index 129c344..fd9e4cf 100644 --- a/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py +++ b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py @@ -5,8 +5,9 @@ from numpy.testing import assert_almost_equal #import cfml_utilities -#from pycrysfml import cfml_utilities -from pycrysfml import crysfml08lib +#import pycrysfml +#from pycrysfml import crysfml08lib +from pycrysfml import cfml_utilities STUDY_DICT_PM3M = { @@ -85,13 +86,23 @@ def path_to_desired(file_name:str): return os.path.join(os.path.dirname(__file__), 'desired', file_name) def compute_pattern(study_dict:dict): - #_, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays - _, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays + #_, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays + _, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays y = y.astype(np.float64) return y # Tests +# Workaround to set env variable CRYSFML_DB for all the tests below +# If running this with python instead of pytest, CRYSFML_DB is set automatically +# from the pycrysfml __init__.py, when importing pycrysfml +def test__crysfml_db_path(): + #os.environ['CRYSFML_DB'] = os.path.join(os.path.dirname(crysfml08lib.__file__), 'Databases') + os.environ['CRYSFML_DB'] = os.path.join(os.path.dirname(cfml_utilities.__file__), 'Databases') + actual = os.getenv('CRYSFML_DB', default='') + desired = os.environ['CRYSFML_DB'] + assert desired == actual + def test__compute_pattern__SrTiO3_Pm3m(): study_dict = copy.deepcopy(STUDY_DICT_PM3M) norm = 120 @@ -117,4 +128,6 @@ def test__compute_pattern__SrTiO3_Pnma(): # Debug if __name__ == '__main__': - pass + print(f":::::: os.environ['CRYSFML_DB']: {os.environ['CRYSFML_DB']}") + print(f':::::: os.getcwd(): {os.getcwd()}') + test__compute_pattern__SrTiO3_Pm3m() From 9ee6a3d491a96f43501f6fda8d5e860abeb63c0c Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 16:44:51 +0200 Subject: [PATCH 75/99] Update examples and issues --- ...srtio3-pattern-simulation-checkpoint.ipynb | 500 +++++++++++++++--- .../srtio3-pattern-simulation.ipynb | 500 +++++++++++++++--- .../first-calc_vs_second-calc/script.py | 9 +- 3 files changed, 874 insertions(+), 135 deletions(-) diff --git a/examples/pyCFML/cfml_utilities/powder_pattern_from_json/.ipynb_checkpoints/srtio3-pattern-simulation-checkpoint.ipynb b/examples/pyCFML/cfml_utilities/powder_pattern_from_json/.ipynb_checkpoints/srtio3-pattern-simulation-checkpoint.ipynb index e731373..229ad83 100644 --- a/examples/pyCFML/cfml_utilities/powder_pattern_from_json/.ipynb_checkpoints/srtio3-pattern-simulation-checkpoint.ipynb +++ b/examples/pyCFML/cfml_utilities/powder_pattern_from_json/.ipynb_checkpoints/srtio3-pattern-simulation-checkpoint.ipynb @@ -2,16 +2,18 @@ "cells": [ { "cell_type": "code", + "execution_count": 1, "id": "9ecc4733", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2024-07-23T12:12:09.858468Z", "start_time": "2024-07-23T12:12:09.854247Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "from bokeh.io import output_notebook\n", "from bokeh.io import show\n", @@ -20,28 +22,23 @@ "import os\n", "import numpy as np\n", "\n", - "from pycrysfml import crysfml08lib" - ], - "outputs": [], - "execution_count": 16 + "from pycrysfml import cfml_utilities\n", + "#from pycrysfml import crysfml08lib" + ] }, { "cell_type": "code", + "execution_count": 2, "id": "d76d50fc", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2024-07-23T12:12:10.327309Z", "start_time": "2024-07-23T12:12:10.317495Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "output_notebook()\n", - "FIGURE_WIDTH = 990\n", - "FIGURE_HEIGHT = 300" - ], "outputs": [ { "data": { @@ -56,7 +53,7 @@ " \n", "

\n", " \n", - " Loading BokehJS ...\n", + " Loading BokehJS ...\n", "
\n" ] }, @@ -65,17 +62,335 @@ }, { "data": { - "application/javascript": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n function drop(id) {\n const view = Bokeh.index.get_by_id(id)\n if (view != null) {\n view.model.document.clear()\n Bokeh.index.delete(view)\n }\n }\n\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n\n // Clean up Bokeh references\n if (id != null) {\n drop(id)\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim()\n drop(id)\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
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    • \\n\"+\n \"
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\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", - "application/vnd.bokehjs_load.v0+json": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" + "application/javascript": [ + "'use strict';\n", + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " const force = true;\n", + "\n", + " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", + " root._bokeh_onload_callbacks = [];\n", + " root._bokeh_is_loading = undefined;\n", + " }\n", + "\n", + "const JS_MIME_TYPE = 'application/javascript';\n", + " const HTML_MIME_TYPE = 'text/html';\n", + " const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", + " const CLASS_NAME = 'output_bokeh rendered_html';\n", + "\n", + " /**\n", + " * Render data to the DOM node\n", + " */\n", + " function render(props, node) {\n", + " const script = document.createElement(\"script\");\n", + " node.appendChild(script);\n", + " }\n", + "\n", + " /**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + " function handleClearOutput(event, handle) {\n", + " function drop(id) {\n", + " const view = Bokeh.index.get_by_id(id)\n", + " if (view != null) {\n", + " view.model.document.clear()\n", + " Bokeh.index.delete(view)\n", + " }\n", + " }\n", + "\n", + " const cell = handle.cell;\n", + "\n", + " const id = cell.output_area._bokeh_element_id;\n", + " const server_id = cell.output_area._bokeh_server_id;\n", + "\n", + " // Clean up Bokeh references\n", + " if (id != null) {\n", + " drop(id)\n", + " }\n", + "\n", + " if (server_id !== undefined) {\n", + " // Clean up Bokeh references\n", + " const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n", + " cell.notebook.kernel.execute(cmd_clean, {\n", + " iopub: {\n", + " output: function(msg) {\n", + " const id = msg.content.text.trim()\n", + " drop(id)\n", + " }\n", + " }\n", + " });\n", + " // Destroy server and session\n", + " const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", + " cell.notebook.kernel.execute(cmd_destroy);\n", + " }\n", + " }\n", + "\n", + " /**\n", + " * Handle when a new output is added\n", + " */\n", + " function handleAddOutput(event, handle) {\n", + " const output_area = handle.output_area;\n", + " const output = handle.output;\n", + "\n", + " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", + " if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + "\n", + " const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + "\n", + " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n", + " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n", + " // store reference to embed id on output_area\n", + " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " }\n", + " if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " const bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " const script_attrs = bk_div.children[0].attributes;\n", + " for (let i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + " }\n", + "\n", + " function register_renderer(events, OutputArea) {\n", + "\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " const toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[toinsert.length - 1]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " /* Handle when an output is cleared or removed */\n", + " events.on('clear_output.CodeCell', handleClearOutput);\n", + " events.on('delete.Cell', handleClearOutput);\n", + "\n", + " /* Handle when a new output is added */\n", + " events.on('output_added.OutputArea', handleAddOutput);\n", + "\n", + " /**\n", + " * Register the mime type and append_mime function with output_area\n", + " */\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " /* Is output safe? */\n", + " safe: true,\n", + " /* Index of renderer in `output_area.display_order` */\n", + " index: 0\n", + " });\n", + " }\n", + "\n", + " // register the mime type if in Jupyter Notebook environment and previously unregistered\n", + " if (root.Jupyter !== undefined) {\n", + " const events = require('base/js/events');\n", + " const OutputArea = require('notebook/js/outputarea').OutputArea;\n", + "\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " }\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " const NB_LOAD_WARNING = {'data': {'text/html':\n", + " \"
\\n\"+\n", + " \"

\\n\"+\n", + " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", + " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", + " \"

\\n\"+\n", + " \"
    \\n\"+\n", + " \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n", + " \"
  • use INLINE resources instead, as so:
    • \\n\"+\n", + " \"
\\n\"+\n", + " \"\\n\"+\n", + " \"from bokeh.resources import INLINE\\n\"+\n", + " \"output_notebook(resources=INLINE)\\n\"+\n", + " \"\\n\"+\n", + " \"
\"}};\n", + "\n", + " function display_loaded(error = null) {\n", + " const el = document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\");\n", + " if (el != null) {\n", + " const html = (() => {\n", + " if (typeof root.Bokeh === \"undefined\") {\n", + " if (error == null) {\n", + " return \"BokehJS is loading ...\";\n", + " } else {\n", + " return \"BokehJS failed to load.\";\n", + " }\n", + " } else {\n", + " const prefix = `BokehJS ${root.Bokeh.version}`;\n", + " if (error == null) {\n", + " return `${prefix} successfully loaded.`;\n", + " } else {\n", + " return `${prefix} encountered errors while loading and may not function as expected.`;\n", + " }\n", + " }\n", + " })();\n", + " el.innerHTML = html;\n", + "\n", + " if (error != null) {\n", + " const wrapper = document.createElement(\"div\");\n", + " wrapper.style.overflow = \"auto\";\n", + " wrapper.style.height = \"5em\";\n", + " wrapper.style.resize = \"vertical\";\n", + " const content = document.createElement(\"div\");\n", + " content.style.fontFamily = \"monospace\";\n", + " content.style.whiteSpace = \"pre-wrap\";\n", + " content.style.backgroundColor = \"rgb(255, 221, 221)\";\n", + " content.textContent = error.stack ?? error.toString();\n", + " wrapper.append(content);\n", + " el.append(wrapper);\n", + " }\n", + " } else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(() => display_loaded(error), 100);\n", + " }\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls == null || js_urls.length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length;\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + "\n", + " function on_error(url) {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " for (let i = 0; i < css_urls.length; i++) {\n", + " const url = css_urls[i];\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error.bind(null, url);\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " for (let i = 0; i < js_urls.length; i++) {\n", + " const url = js_urls[i];\n", + " const element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error.bind(null, url);\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n", + " const css_urls = [];\n", + "\n", + " const inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {\n", + " }\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if (root.Bokeh !== undefined || force === true) {\n", + " try {\n", + " for (let i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + "\n", + " } catch (error) {display_loaded(error);throw error;\n", + " }if (force === true) {\n", + " display_loaded();\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " } else if (force !== true) {\n", + " const cell = $(document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\")).parents('.cell').data().cell;\n", + " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n", + " }\n", + " }\n", + "\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", + " run_inline_js();\n", + " } else {\n", + " load_libs(css_urls, js_urls, function() {\n", + " console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + " run_inline_js();\n", + " });\n", + " }\n", + "}(window));" + ], + "application/vnd.bokehjs_load.v0+json": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" }, "metadata": {}, "output_type": "display_data" } ], - "execution_count": 17 + "source": [ + "output_notebook()\n", + "FIGURE_WIDTH = 990\n", + "FIGURE_HEIGHT = 300" + ] }, { "cell_type": "code", + "execution_count": 3, "id": "4042fea98af92add", "metadata": { "ExecuteTime": { @@ -83,9 +398,6 @@ "start_time": "2024-07-23T12:12:10.776683Z" } }, - "source": [ - "os.environ['CRYSFML_DB']" - ], "outputs": [ { "data": { @@ -93,23 +405,25 @@ "'/Users/andrewsazonov/Development/github.com/EasyScience/TEST_PyCrysFML/.venv/lib/python3.11/site-packages/pycrysfml/Databases'" ] }, - "execution_count": 18, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 18 + "source": [ + "os.environ['CRYSFML_DB']" + ] }, { + "cell_type": "code", + "execution_count": 4, + "id": "edaa54d891d63ec1", "metadata": { "ExecuteTime": { "end_time": "2024-07-23T12:12:11.331354Z", "start_time": "2024-07-23T12:12:11.328399Z" } }, - "cell_type": "code", - "source": "os.getcwd()", - "id": "edaa54d891d63ec1", "outputs": [ { "data": { @@ -117,15 +431,18 @@ "'/Users/andrewsazonov/Development/github.com/EasyScience/TEST_PyCrysFML/examples/pyCFML/cfml_utilities/powder_pattern_from_json'" ] }, - "execution_count": 19, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 19 + "source": [ + "os.getcwd()" + ] }, { "cell_type": "code", + "execution_count": 5, "id": "3752d741", "metadata": { "ExecuteTime": { @@ -133,6 +450,7 @@ "start_time": "2024-07-23T12:12:11.896406Z" } }, + "outputs": [], "source": [ "STUDY_DICT_PM3M = {\n", " \"phases\": [\n", @@ -203,12 +521,11 @@ " }\n", " ]\n", "}" - ], - "outputs": [], - "execution_count": 20 + ] }, { "cell_type": "code", + "execution_count": 6, "id": "f5f7bb5f040685cc", "metadata": { "ExecuteTime": { @@ -216,6 +533,7 @@ "start_time": "2024-07-23T12:12:12.503786Z" } }, + "outputs": [], "source": [ "# Help functions\n", "\n", @@ -228,22 +546,23 @@ " return x\n", "\n", "def compute_pattern(study_dict:dict):\n", - " #_, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays\n", - " _, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays\n", + " _, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays\n", + " #_, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays\n", " y = y.astype(np.float64)\n", " return y" - ], - "outputs": [], - "execution_count": 21 + ] }, { + "cell_type": "code", + "execution_count": 7, + "id": "bfa4e963497909dd", "metadata": { "ExecuteTime": { "end_time": "2024-07-23T12:12:13.146451Z", "start_time": "2024-07-23T12:12:13.143147Z" } }, - "cell_type": "code", + "outputs": [], "source": [ "def compute_pattern__SrTiO3_Pm3m():\n", " study_dict = copy.deepcopy(STUDY_DICT_PM3M)\n", @@ -268,19 +587,19 @@ " fig.line(x, actual, legend_label='actual', color='steelblue', line_width=2)\n", " fig.line(x, actual-desired, legend_label='diff', color='green', line_width=1)\n", " show(fig)" - ], - "id": "bfa4e963497909dd", - "outputs": [], - "execution_count": 22 + ] }, { + "cell_type": "code", + "execution_count": 8, + "id": "7836d8d61ea9f2e6", "metadata": { "ExecuteTime": { "end_time": "2024-07-23T12:12:13.915802Z", "start_time": "2024-07-23T12:12:13.912942Z" } }, - "cell_type": "code", + "outputs": [], "source": [ "def compute_pattern__SrTiO3_Pnma():\n", " study_dict = copy.deepcopy(STUDY_DICT_PM3M)\n", @@ -304,27 +623,24 @@ " fig.line(x, actual, legend_label='actual', color='steelblue', line_width=2)\n", " fig.line(x, actual-desired, legend_label='diff', color='green', line_width=1)\n", " show(fig)" - ], - "id": "7836d8d61ea9f2e6", - "outputs": [], - "execution_count": 23 + ] }, { + "cell_type": "code", + "execution_count": 9, + "id": "753b3bd7336cc49c", "metadata": { "ExecuteTime": { "end_time": "2024-07-23T12:12:18.068406Z", "start_time": "2024-07-23T12:12:17.988105Z" } }, - "cell_type": "code", - "source": "compute_pattern__SrTiO3_Pm3m()", - "id": "753b3bd7336cc49c", "outputs": [ { "data": { "text/html": [ "\n", - "
\n" + "
\n" ] }, "metadata": {}, @@ -332,35 +648,62 @@ }, { "data": { - "application/javascript": "(function(root) {\n function embed_document(root) {\n const docs_json = {\"c278ca89-f45e-407c-9fd7-f86a436670f3\":{\"version\":\"3.5.0\",\"title\":\"Bokeh 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+ " const render_items = [{\"docid\":\"5df9c437-0f1e-49e5-888c-8415bbace366\",\"roots\":{\"p1001\":\"b705d6bb-d687-4738-a4f3-07e8a974f10b\"},\"root_ids\":[\"p1001\"]}];\n", + " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", + " }\n", + " if (root.Bokeh !== undefined) {\n", + " embed_document(root);\n", + " } else {\n", + " let attempts = 0;\n", + " const timer = setInterval(function(root) {\n", + " if (root.Bokeh !== undefined) {\n", + " clearInterval(timer);\n", + " embed_document(root);\n", + " } else {\n", + " attempts++;\n", + " if (attempts > 100) {\n", + " clearInterval(timer);\n", + " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", + " }\n", + " }\n", + " }, 10, root)\n", + " }\n", + "})(window);" + ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { - "id": "p1285" + "id": "p1001" } }, "output_type": "display_data" } ], - "execution_count": 24 + "source": [ + "compute_pattern__SrTiO3_Pm3m()" + ] }, { + "cell_type": "code", + "execution_count": 10, + "id": "452f3b490817c37e", "metadata": { "ExecuteTime": { "end_time": "2024-07-23T12:12:22.123955Z", "start_time": "2024-07-23T12:12:22.056113Z" } }, - "cell_type": "code", - "source": "compute_pattern__SrTiO3_Pnma()", - "id": "452f3b490817c37e", "outputs": [ { "data": { "text/html": [ "\n", - "
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mZmYGQ0DRzMzMzAxDQDgzMzMzE0NAnpmZmZkZQ0AFAAAAACBDQGtmZmZmJkNA0czMzMwsQ0A4MzMzMzNDQJ6ZmZmZOUNABQAAAABAQ0BrZmZmZkZDQNLMzMzMTENAODMzMzNTQ0CemZmZmVlDQAUAAAAAYENAa2ZmZmZmQ0DSzMzMzGxDQDgzMzMzc0NAnpmZmZl5Q0AFAAAAAIBDQGtmZmZmhkNA0szMzMyMQ0A4MzMzM5NDQJ6ZmZmZmUNABQAAAACgQ0BrZmZmZqZDQNLMzMzMrENAODMzMzOzQ0CemZmZmblDQAUAAAAAwENAa2ZmZmbGQ0DSzMzMzMxDQDgzMzMz00NAnpmZmZnZQ0AFAAAAAOBDQGtmZmZm5kNA0szMzMzsQ0A4MzMzM/NDQJ6ZmZmZ+UNABQAAAAAAREBrZmZmZgZEQNLMzMzMDERAODMzMzMTRECemZmZmRlEQAUAAAAAIERAa2ZmZmYmREDSzMzMzCxEQDgzMzMzM0RAn5mZmZk5REAFAAAAAEBEQGtmZmZmRkRA0szMzMxMREA4MzMzM1NEQJ+ZmZmZWURABQAAAABgREBrZmZmZmZEQNLMzMzMbERAODMzMzNzRECfmZmZmXlEQAUAAAAAgERAa2ZmZmaGREDSzMzMzIxEQDgzMzMzk0RAn5mZmZmZREAFAAAAAKBEQGtmZmZmpkRA0szMzMysREA4MzMzM7NEQJ+ZmZmZuURABQAAAADAREBrZmZmZsZEQNLMzMzMzERAODMzMzPTRECfmZmZmdlEQAUAAAAA4ERAbGZmZmbmREDSzMzMzOxEQDgzMzMz80RAn5mZmZn5REAFAAAAAABFQGxmZmZmBkVA0szMzMwMRUA4MzMzMxNFQJ+ZmZmZGUVABQAAAAAgRUBsZmZmZiZFQNLMzMzMLEVAODMzMzMzRUCfmZmZmTlFQAUAAAAAQEVAbGZmZmZGRUDSzMzMzExFQDgzMzMzU0VAn5mZmZlZRUAFAAAAAGBFQGxmZmZmZkVA0szMzMxsRUA4MzMzM3NFQJ+ZmZmZeUVABQAAAACARUBsZmZmZoZFQNLMzMzMjEVAODMzMzOTRUCfmZmZmZlFQAUAAAAAoEVAbGZmZmamRUDSzMzMzKxFQDgzMzMzs0VAn5mZmZm5RUAFAAAAAMBFQGxmZmZmxkVA0szMzMzMRUA5MzMzM9NFQJ+ZmZmZ2UVABQAAAADgRUBsZmZmZuZFQNLMzMzM7EVAOTMzMzPzRUCfmZmZmflFQAUAAAAAAEZAbGZmZmYGRkDSzMzMzAxGQDkzMzMzE0ZAn5mZmZkZRkAFAAAAACBGQGxmZmZmJkZA0szMzMwsRkA5MzMzMzNGQJ+ZmZmZOUZABQAAAABARkBsZmZmZkZGQNLMzMzMTEZAOTMzMzNTRkCfmZmZmVlGQAUAAAAAYEZAbGZmZmZmRkDSzMzMzGxGQDkzMzMzc0ZAn5mZmZl5RkAGAAAAAIBGQGxmZmZmhkZA0szMzMyMRkA5MzMzM5NGQJ+ZmZmZmUZABgAAAACgRkBsZmZmZqZGQNLMzMzMrEZAOTMzMzOzRkCfmZmZmblGQAYAAAAAwEZAbGZmZmbGRkDSzMzMzMxGQDkzMzMz00ZAn5mZmZnZRkAGAAAAAOBGQGxmZmZm5kZA0szMzMzsRkA5MzMzM/NGQJ+ZmZmZ+UZABgAAAAAAR0BsZmZmZgZHQNLMzMzMDEdAOTMzMzMTR0CfmZmZmRlHQAYAAAAAIEdAbGZmZmYmR0DSzMzMzCxHQDkzMzMzM0dAn5mZmZk5R0AGAAAAAEBHQGxmZmZmRkdA0szMzMxMR0A5MzMzM1NHQJ+ZmZmZWUdABgAAAABgR0BsZmZmZmZHQNPMzMzMbEdAOTMzMzNzR0CfmZmZmXlHQAYAAAAAgEdAbGZmZmaGR0DTzMzMzIxHQDkzMzMzk0dAn5mZmZmZR0AGAAAAAKBHQGxmZmZmpkdA08zMzMysR0A5MzMzM7NHQJ+ZmZmZuUdABgAAAADAR0BsZmZmZsZHQNPMzMzMzEdAOTMzMzPTR0CfmZmZmdlHQAYAAAAA4EdAbGZmZmbmR0DTzMzMzOxHQDkzMzMz80dAn5mZmZn5R0AGAAAAAABIQGxmZmZmBkhA08zMzMwMSEA5MzMzMxNIQKCZmZmZGUhABgAAAAAgSEBsZmZmZiZIQNPMzMzMLEhAOTMzMzMzSECgmZmZmTlIQAYAAAAAQEhAbGZmZmZGSEDTzMzMzExIQDkzMzMzU0hAoJmZmZlZSEAGAAAAAGBIQGxmZmZmZkhA08zMzMxsSEA5MzMzM3NIQKCZmZmZeUhABgAAAACASEBsZmZmZoZIQNPMzMzMjEhAOTMzMzOTSECgmZmZmZlIQAYAAAAAoEhAbGZmZmamSEDTzMzMzKxIQDkzMzMzs0hAoJmZmZm5SEAGAAAAAMBIQGxmZmZmxkhA08zMzMzMSEA5MzMzM9NIQKCZmZmZ2UhABgAAAADgSEBsZmZmZuZIQNPMzMzM7EhAOTMzMzPzSECgmZmZmflIQAYAAAAAAElAbWZmZmYGSUDTzMzMzAxJQDkzMzMzE0lAoJmZmZkZSUAGAAAAACBJQG1mZmZmJklA08zMzMwsSUA5MzMzMzNJQKCZmZmZOUlABgAAAABASUBtZmZmZkZJQNPMzMzMTElAOTMzMzNTSUCgmZmZmVlJQAYAAAAAYElAbWZmZmZmSUDTzMzMzGxJQDkzMzMzc0lAoJmZmZl5SUAGAAAAAIBJQG1mZmZmhklA08zMzMyMSUA5MzMzM5NJQKCZmZmZmUlABgAAAACgSUBtZmZmZqZJQNPMzMzMrElAOjMzMzOzSUCgmZmZmblJQAYAAAAAwElAbWZmZmbGSUDTzMzMzMxJQDozMzMz00lAoJmZmZnZSUAGAAAAAOBJQG1mZmZm5klA08zMzMzsSUA6MzMzM/NJQKCZmZmZ+UlABgAAAAAASkBtZmZmZgZKQNPMzMzMDEpAOjMzMzMTSkCgmZmZmRlKQAYAAAAAIEpAbWZmZmYmSkDTzMzMzCxKQDozMzMzM0pAoJmZmZk5SkAGAAAAAEBKQG1mZmZmRkpA08zMzMxMSkA6MzMzM1NKQKCZmZmZWUpABgAAAABgSkBtZmZmZmZKQNPMzMzMbEpAOjMzMzNzSkCgmZmZmXlKQAYAAAAAgEpAbWZmZmaGSkDTzMzMzIxKQDozMzMzk0pAoJmZmZmZSkAHAAAAAKBKQG1mZmZmpkpA08zMzMysSkA6MzMzM7NKQKCZmZmZuUpABwAAAADASkBtZmZmZsZKQNPMzMzMzEpAOjMzMzPTSkCgmZmZmdlKQAcAAAAA4EpAbWZmZmbmSkDTzMzMzOxKQDozMzMz80pAoJmZmZn5SkAHAAAAAABLQG1mZmZmBktA08zMzMwMS0A6MzMzMxNLQKCZmZmZGUtABwAAAAAgS0BtZmZmZiZLQNPMzMzMLEtAOjMzMzMzS0CgmZmZmTlLQAcAAAAAQEtAbWZmZmZGS0DUzMzMzExLQDozMzMzU0tAoJmZmZlZS0AHAAAAAGBLQG1mZmZmZktA1MzMzMxsS0A6MzMzM3NLQKCZmZmZeUtABwAAAACAS0BtZmZmZoZLQNTMzMzMjEtAOjMzMzOTS0CgmZmZmZlLQAcAAAAAoEtAbWZmZmamS0DUzMzMzKxLQDozMzMzs0tAoJmZmZm5S0AHAAAAAMBLQG1mZmZmxktA1MzMzMzMS0A6MzMzM9NLQKCZmZmZ2UtABwAAAADgS0BtZmZmZuZLQNTMzMzM7EtAOjMzMzPzS0CgmZmZmflLQAcAAAAAAExAbWZmZmYGTEDUzMzMzAxMQDozMzMzE0xAoJmZmZkZTEAHAAAAACBMQG1mZmZmJkxA1MzMzMwsTEA6MzMzMzNMQKGZmZmZOUxABwAAAABATEBtZmZmZkZMQNTMzMzMTExAOjMzMzNTTEChmZmZmVlMQAcAAAAAYExAbWZmZmZmTEDUzMzMzGxMQDozMzMzc0xAoZmZmZl5TEAHAAAAAIBMQG1mZmZmhkxA1MzMzMyMTEA6MzMzM5NMQKGZmZmZmUxABwAAAACgTEBtZmZmZqZMQNTMzMzMrExAOjMzMzOzTEChmZmZmblMQAcAAAAAwExAbWZmZmbGTEDUzMzMzMxMQDozMzMz00xAoZmZmZnZTEAHAAAAAOBMQG5mZmZm5kxA1MzMzMzsTEA6MzMzM/NMQKGZmZmZ+UxABwAAAAAATUBuZmZmZgZNQNTMzMzMDE1AOjMzMzMTTUChmZmZmRlNQAcAAAAAIE1AbmZmZmYmTUDUzMzMzCxNQDozMzMzM01AoZmZmZk5TUAHAAAAAEBNQG5mZmZmRk1A1MzMzMxMTUA6MzMzM1NNQKGZmZmZWU1ABwAAAABgTUBuZmZmZmZNQNTMzMzMbE1AOjMzMzNzTUChmZmZmXlNQAcAAAAAgE1AbmZmZmaGTUDUzMzMzIxNQDozMzMzk01AoZmZmZmZTUAHAAAAAKBNQG5mZmZmpk1A1MzMzMysTUA6MzMzM7NNQKGZmZmZuU1ABwAAAADATUBuZmZmZsZNQNTMzMzMzE1AOzMzMzPTTUChmZmZmdlNQAcAAAAA4E1AbmZmZmbmTUDUzMzMzOxNQDszMzMz801AoZmZmZn5TUAHAAAAAABOQG5mZmZmBk5A1MzMzMwMTkA7MzMzMxNOQKGZmZmZGU5ABwAAAAAgTkBuZmZmZiZOQNTMzMzMLE5AOzMzMzMzTkChmZmZmTlOQAcAAAAAQE5AbmZmZmZGTkDUzMzMzExOQDszMzMzU05AoZmZmZlZTkAHAAAAAGBOQG5mZmZmZk5A1MzMzMxsTkA7MzMzM3NOQKGZmZmZeU5ACAAAAACATkBuZmZmZoZOQNTMzMzMjE5AOzMzMzOTTkChmZmZmZlOQAgAAAAAoE5AbmZmZmamTkDUzMzMzKxOQDszMzMzs05AoZmZmZm5TkAIAAAAAMBOQG5mZmZmxk5A1MzMzMzMTkA7MzMzM9NOQKGZmZmZ2U5ACAAAAADgTkBuZmZmZuZOQNTMzMzM7E5AOzMzMzPzTkChmZmZmflOQAgAAAAAAE9AbmZmZmYGT0DUzMzMzAxPQDszMzMzE09AoZmZmZkZT0AIAAAAACBPQG5mZmZmJk9A1MzMzMwsT0A7MzMzMzNPQKGZmZmZOU9ACAAAAABAT0BuZmZmZkZPQNTMzMzMTE9AOzMzMzNTT0ChmZmZmVlPQAgAAAAAYE9AbmZmZmZmT0DVzMzMzGxPQDszMzMzc09AoZmZmZl5T0AIAAAAAIBPQG5mZmZmhk9A1czMzMyMT0A7MzMzM5NPQKGZmZmZmU9ACAAAAACgT0BuZmZmZqZPQNXMzMzMrE9AOzMzMzOzT0ChmZmZmblPQAgAAAAAwE9AbmZmZmbGT0DVzMzMzMxPQDszMzMz009AoZmZmZnZT0AIAAAAAOBPQG5mZmZm5k9A1czMzMzsT0A7MzMzM/NPQKGZmZmZ+U9ABAAAAAAAUEA3MzMzMwNQQGpmZmZmBlBAnpmZmZkJUEDRzMzMzAxQQAQAAAAAEFBANzMzMzMTUEBqZmZmZhZQQJ6ZmZmZGVBA0czMzMwcUEAEAAAAACBQQDczMzMzI1BAamZmZmYmUECemZmZmSlQQNHMzMzMLFBABAAAAAAwUEA3MzMzMzNQQGpmZmZmNlBAnpmZmZk5UEDRzMzMzDxQQAQAAAAAQFBANzMzMzNDUEBqZmZmZkZQQJ6ZmZmZSVBA0czMzMxMUEAEAAAAAFBQQDczMzMzU1BAamZmZmZWUECemZmZmVlQQNHMzMzMXFBABAAAAABgUEA3MzMzM2NQQGpmZmZmZlBAnpmZmZlpUEDRzMzMzGxQQAQAAAAAcFBANzMzMzNzUEBqZmZmZnZQQJ6ZmZmZeVBA0czMzMx8UEAEAAAAAIBQQDczMzMzg1BAamZmZmaGUECemZmZmYlQQNHMzMzMjFBABAAAAACQUEA3MzMzM5NQQGpmZmZmllBAnpmZmZmZUEDRzMzMzJxQQAQAAAAAoFBANzMzMzOjUEBqZmZmZqZQQJ6ZmZmZqVBA0czMzMysUEAEAAAAALBQQDczMzMzs1BAa2ZmZma2UECemZmZmblQQNHMzMzMvFBABAAAAADAUEA3MzMzM8NQQGtmZmZmxlBAnpmZmZnJUEDRzMzMzMxQQAQAAAAA0FBANzMzMzPTUEBrZmZmZtZQQJ6ZmZmZ2VBA0czMzMzcUEAEAAAAAOBQQDczMzMz41BAa2ZmZmbmUECemZmZmelQQNHMzMzM7FBABAAAAADwUEA3MzMzM/NQQGtmZmZm9lBAnpmZmZn5UEDRzMzMzPxQQAQAAAAAAFFANzMzMzMDUUBrZmZmZgZRQJ6ZmZmZCVFA0czMzMwMUUAEAAAAABBRQDczMzMzE1FAa2ZmZmYWUUCemZmZmRlRQNHMzMzMHFFABAAAAAAgUUA3MzMzMyNRQGtmZmZmJlFAnpmZmZkpUUDRzMzMzCxRQAQAAAAAMFFANzMzMzMzUUBrZmZmZjZRQJ6ZmZmZOVFA0czMzMw8UUAEAAAAAEBRQDczMzMzQ1FAa2ZmZmZGUUCemZmZmUlRQNHMzMzMTFFABAAAAABQUUA3MzMzM1NRQGtmZmZmVlFAnpmZmZlZUUDRzMzMzFxRQAQAAAAAYFFANzMzMzNjUUBrZmZmZmZRQJ6ZmZmZaVFA0czMzMxsUUAEAAAAAHBRQDgzMzMzc1FAa2ZmZmZ2UUCemZmZmXlRQNHMzMzMfFFABAAAAACAUUA4MzMzM4NRQGtmZmZmhlFAnpmZmZmJUUDRzMzMzIxRQAQAAAAAkFFAODMzMzOTUUBrZmZmZpZRQJ6ZmZmZmVFA0czMzMycUUAEAAAAAKBRQDgzMzMzo1FAa2ZmZmamUUCemZmZmalRQNHMzMzMrFFABAAAAACwUUA4MzMzM7NRQGtmZmZmtlFAnpmZmZm5UUDRzMzMzLxRQAQAAAAAwFFAODMzMzPDUUBrZmZmZsZRQJ6ZmZmZyVFA0czMzMzMUUAEAAAAANBRQDgzMzMz01FAa2ZmZmbWUUCemZmZmdlRQNHMzMzM3FFABAAAAADgUUA4MzMzM+NRQGtmZmZm5lFAnpmZmZnpUUDRzMzMzOxRQAQAAAAA8FFAODMzMzPzUUBrZmZmZvZRQJ6ZmZmZ+VFA0czMzMz8UUAEAAAAAABSQDgzMzMzA1JAa2ZmZmYGUkCemZmZmQlSQNHMzMzMDFJABAAAAAAQUkA4MzMzMxNSQGtmZmZmFlJAnpmZmZkZUkDRzMzMzBxSQAQAAAAAIFJAODMzMzMjUkBrZmZmZiZSQJ6ZmZmZKVJA0czMzMwsUkAEAAAAADBSQDgzMzMzM1JAa2ZmZmY2UkCemZmZmTlSQNHMzMzMPFJABAAAAABAUkA4MzMzM0NSQGtmZmZmRlJAnpmZmZlJUkDRzMzMzExSQAUAAAAAUFJAODMzMzNTUkBrZmZmZlZSQJ6ZmZmZWVJA0czMzMxcUkAFAAAAAGBSQDgzMzMzY1JAa2ZmZmZmUkCemZmZmWlSQNHMzMzMbFJABQAAAABwUkA4MzMzM3NSQGtmZmZmdlJAnpmZmZl5UkDRzMzMzHxSQAUAAAAAgFJAODMzMzODUkBrZmZmZoZSQJ6ZmZmZiVJA0czMzMyMUkAFAAAAAJBSQDgzMzMzk1JAa2ZmZmaWUkCemZmZmZlSQNHMzMzMnFJABQAAAACgUkA4MzMzM6NSQGtmZmZmplJAnpmZmZmpUkDRzMzMzKxSQAUAAAAAsFJAODMzMzOzUkBrZmZmZrZSQJ6ZmZmZuVJA0czMzMy8UkAFAAAAAMBSQDgzMzMzw1JAa2ZmZmbGUkCemZmZmclSQNHMzMzMzFJABQAAAADQUkA4MzMzM9NSQGtmZmZm1lJAnpmZmZnZUkDRzMzMzNxSQAUAAAAA4FJAODMzMzPjUkBrZmZmZuZSQJ6ZmZmZ6VJA0czMzMzsUkAFAAAAAPBSQDgzMzMz81JAa2ZmZmb2UkCemZmZmflSQNHMzMzM/FJABQAAAAAAU0A4MzMzMwNTQGtmZmZmBlNAnpmZmZkJU0DSzMzMzAxTQAUAAAAAEFNAODMzMzMTU0BrZmZmZhZTQJ6ZmZmZGVNA0szMzMwcU0AFAAAAACBTQDgzMzMzI1NAa2ZmZmYmU0CemZmZmSlTQNLMzMzMLFNABQAAAAAwU0A4MzMzMzNTQGtmZmZmNlNAnpmZmZk5U0DSzMzMzDxTQAUAAAAAQFNAODMzMzNDU0BrZmZmZkZTQJ6ZmZmZSVNA0szMzMxMU0AFAAAAAFBTQDgzMzMzU1NAa2ZmZmZWU0CemZmZmVlTQNLMzMzMXFNABQAAAABgU0A4MzMzM2NTQGtmZmZmZlNAnpmZmZlpU0DSzMzMzGxTQAUAAAAAcFNAODMzMzNzU0BrZmZmZnZTQJ6ZmZmZeVNA0szMzMx8U0AFAAAAAIBTQDgzMzMzg1NAa2ZmZmaGU0CemZmZmYlTQNLMzMzMjFNABQAAAACQU0A4MzMzM5NTQGtmZmZmllNAnpmZmZmZU0DSzMzMzJxTQAUAAAAAoFNAODMzMzOjU0BrZmZmZqZTQJ6ZmZmZqVNA0szMzMysU0AFAAAAALBTQDgzMzMzs1NAa2ZmZma2U0CemZmZmblTQNLMzMzMvFNABQAAAADAU0A4MzMzM8NTQGtmZmZmxlNAnpmZmZnJU0DSzMzMzMxTQAUAAAAA0FNAODMzMzPTU0BrZmZmZtZTQJ6ZmZmZ2VNA0szMzMzcU0AFAAAAAOBTQDgzMzMz41NAa2ZmZmbmU0CfmZmZmelTQNLMzMzM7FNABQAAAADwU0A4MzMzM/NTQGtmZmZm9lNAn5mZmZn5U0DSzMzMzPxTQAUAAAAAAFRAODMzMzMDVEBrZmZmZgZUQJ+ZmZmZCVRA0szMzMwMVEAFAAAAABBUQDgzMzMzE1RAa2ZmZmYWVECfmZmZmRlUQNLMzMzMHFRABQAAAAAgVEA4MzMzMyNUQGtmZmZmJlRAn5mZmZkpVEDSzMzMzCxUQAUAAAAAMFRAODMzMzMzVEBrZmZmZjZUQJ+ZmZmZOVRA0szMzMw8VEAFAAAAAEBUQDgzMzMzQ1RAa2ZmZmZGVECfmZmZmUlUQNLMzMzMTFRABQAAAABQVEA4MzMzM1NUQGtmZmZmVlRAn5mZmZlZVEDSzMzMzFxUQAUAAAAAYFRAODMzMzNjVEBrZmZmZmZUQJ+ZmZmZaVRA0szMzMxsVEAFAAAAAHBUQDgzMzMzc1RAa2ZmZmZ2VECfmZmZmXlUQNLMzMzMfFRABQAAAACAVEA4MzMzM4NUQGtmZmZmhlRAn5mZmZmJVEDSzMzMzIxUQAUAAAAAkFRAODMzMzOTVEBrZmZmZpZUQJ+ZmZmZmVRA0szMzMycVEAFAAAAAKBUQDgzMzMzo1RAbGZmZmamVECfmZmZmalUQNLMzMzMrFRABQAAAACwVEA4MzMzM7NUQGxmZmZmtlRAn5mZmZm5VEDSzMzMzLxUQAUAAAAAwFRAODMzMzPDVEBsZmZmZsZUQJ+ZmZmZyVRA0szMzMzMVEAFAAAAANBUQDgzMzMz01RAbGZmZmbWVECfmZmZmdlUQNLMzMzM3FRABQAAAADgVEA4MzMzM+NUQGxmZmZm5lRAn5mZmZnpVEDSzMzMzOxUQAUAAAAA8FRAODMzMzPzVEBsZmZmZvZUQJ+ZmZmZ+VRA0szMzMz8VEAFAAAAAABVQDgzMzMzA1VAbGZmZmYGVUCfmZmZmQlVQNLMzMzMDFVABQAAAAAQVUA4MzMzMxNVQGxmZmZmFlVAn5mZmZkZVUDSzMzMzBxVQAUAAAAAIFVAODMzMzMjVUBsZmZmZiZVQJ+ZmZmZKVVA0szMzMwsVUAFAAAAADBVQDgzMzMzM1VAbGZmZmY2VUCfmZmZmTlVQNLMzMzMPFVABQAAAABAVUA4MzMzM0NVQGxmZmZmRlVAn5mZmZlJVUDSzMzMzExVQAUAAAAAUFVAODMzMzNTVUBsZmZmZlZVQJ+ZmZmZWVVA0szMzMxcVUAFAAAAAGBVQDgzMzMzY1VAbGZmZmZmVUCfmZmZmWlVQNLMzMzMbFVABQAAAABwVUA4MzMzM3NVQGxmZmZmdlVAn5mZmZl5VUDSzMzMzHxVQAUAAAAAgFVAOTMzMzODVUBsZmZmZoZVQJ+ZmZmZiVVA0szMzMyMVUAFAAAAAJBVQDkzMzMzk1VAbGZmZmaWVUCfmZmZmZlVQNLMzMzMnFVABQAAAACgVUA5MzMzM6NVQGxmZmZmplVAn5mZmZmpVUDSzMzMzKxVQAUAAAAAsFVAOTMzMzOzVUBsZmZmZrZVQJ+ZmZmZuVVA0szMzMy8VUAFAAAAAMBVQDkzMzMzw1VAbGZmZmbGVUCfmZmZmclVQNLMzMzMzFVABQAAAADQVUA5MzMzM9NVQGxmZmZm1lVAn5mZmZnZVUDSzMzMzNxVQAUAAAAA4FVAOTMzMzPjVUBsZmZmZuZVQJ+ZmZmZ6VVA0szMzMzsVUAFAAAAAPBVQDkzMzMz81VAbGZmZmb2VUCfmZmZmflVQNLMzMzM/FVABQAAAAAAVkA5MzMzMwNWQGxmZmZmBlZAn5mZmZkJVkDSzMzMzAxWQAUAAAAAEFZAOTMzMzMTVkBsZmZmZhZWQJ+ZmZmZGVZA0szMzMwcVkAFAAAAACBWQDkzMzMzI1ZAbGZmZmYmVkCfmZmZmSlWQNLMzMzMLFZABQAAAAAwVkA5MzMzMzNWQGxmZmZmNlZAn5mZmZk5VkDSzMzMzDxWQAYAAAAAQFZAOTMzMzNDVkBsZmZmZkZWQJ+ZmZmZSVZA0szMzMxMVkAGAAAAAFBWQDkzMzMzU1ZAbGZmZmZWVkCfmZmZmVlWQNLMzMzMXFZABgAAAABgVkA5MzMzM2NWQGxmZmZmZlZAn5mZmZlpVkDSzMzMzGxWQAYAAAAAcFZAOTMzMzNzVkBsZmZmZnZWQJ+ZmZmZeVZA0szMzMx8VkAGAAAAAIBWQDkzMzMzg1ZAbGZmZmaGVkCfmZmZmYlWQNLMzMzMjFZABgAAAACQVkA5MzMzM5NWQGxmZmZmllZAn5mZmZmZVkDSzMzMzJxWQAYAAAAAoFZAOTMzMzOjVkBsZmZmZqZWQJ+ZmZmZqVZA0szMzMysVkAGAAAAALBWQDkzMzMzs1ZAbGZmZma2VkCfmZmZmblWQNLMzMzMvFZABgAAAADAVkA5MzMzM8NWQGxmZmZmxlZAn5mZmZnJVkDSzMzMzMxWQAYAAAAA0FZAOTMzMzPTVkBsZmZmZtZWQJ+ZmZmZ2VZA0szMzMzcVkAGAAAAAOBWQDkzMzMz41ZAbGZmZmbmVkCfmZmZmelWQNLMzMzM7FZABgAAAADwVkA5MzMzM/NWQGxmZmZm9lZAn5mZmZn5VkDSzMzMzPxWQAYAAAAAAFdAOTMzMzMDV0BsZmZmZgZXQJ+ZmZmZCVdA0szMzMwMV0AGAAAAABBXQDkzMzMzE1dAbGZmZmYWV0CfmZmZmRlXQNPMzMzMHFdABgAAAAAgV0A5MzMzMyNXQGxmZmZmJldAn5mZmZkpV0DTzMzMzCxXQAYAAAAAMFdAOTMzMzMzV0BsZmZmZjZXQJ+ZmZmZOVdA08zMzMw8V0AGAAAAAEBXQDkzMzMzQ1dAbGZmZmZGV0CfmZmZmUlXQNPMzMzMTFdABgAAAABQV0A5MzMzM1NXQGxmZmZmVldAn5mZmZlZV0DTzMzMzFxXQAYAAAAAYFdAOTMzMzNjV0BsZmZmZmZXQJ+ZmZmZaVdA08zMzMxsV0AGAAAAAHBXQDkzMzMzc1dAbGZmZmZ2V0CfmZmZmXlXQNPMzMzMfFdABgAAAACAV0A5MzMzM4NXQGxmZmZmhldAn5mZmZmJV0DTzMzMzIxXQAYAAAAAkFdAOTMzMzOTV0BsZmZmZpZXQJ+ZmZmZmVdA08zMzMycV0AGAAAAAKBXQDkzMzMzo1dAbGZmZmamV0CfmZmZmalXQNPMzMzMrFdABgAAAACwV0A5MzMzM7NXQGxmZmZmtldAn5mZmZm5V0DTzMzMzLxXQAYAAAAAwFdAOTMzMzPDV0BsZmZmZsZXQJ+ZmZmZyVdA08zMzMzMV0AGAAAAANBXQDkzMzMz01dAbGZmZmbWV0CgmZmZmdlXQNPMzMzM3FdABgAAAADgV0A5MzMzM+NXQGxmZmZm5ldAoJmZmZnpV0DTzMzMzOxXQAYAAAAA8FdAOTMzMzPzV0BsZmZmZvZXQKCZmZmZ+VdA08zMzMz8V0AGAAAAAABYQDkzMzMzA1hAbGZmZmYGWECgmZmZmQlYQNPMzMzMDFhABgAAAAAQWEA5MzMzMxNYQGxmZmZmFlhAoJmZmZkZWEDTzMzMzBxYQAYAAAAAIFhAOTMzMzMjWEBsZmZmZiZYQKCZmZmZKVhA08zMzMwsWEAGAAAAADBYQDkzMzMzM1hAbGZmZmY2WECgmZmZmTlYQNPMzMzMPFhABgAAAABAWEA5MzMzM0NYQGxmZmZmRlhAoJmZmZlJWEDTzMzMzExYQAYAAAAAUFhAOTMzMzNTWEBsZmZmZlZYQKCZmZmZWVhA08zMzMxcWEAGAAAAAGBYQDkzMzMzY1hAbGZmZmZmWECgmZmZmWlYQNPMzMzMbFhABgAAAABwWEA5MzMzM3NYQGxmZmZmdlhAoJmZmZl5WEDTzMzMzHxYQAYAAAAAgFhAOTMzMzODWEBsZmZmZoZYQKCZmZmZiVhA08zMzMyMWEAGAAAAAJBYQDkzMzMzk1hAbGZmZmaWWECgmZmZmZlYQNPMzMzMnFhABgAAAACgWEA5MzMzM6NYQGxmZmZmplhAoJmZmZmpWEDTzMzMzKxYQAYAAAAAsFhAOTMzMzOzWEBtZmZmZrZYQKCZmZmZuVhA08zMzMy8WEAGAAAAAMBYQDkzMzMzw1hAbWZmZmbGWECgmZmZmclYQNPMzMzMzFhABgAAAADQWEA5MzMzM9NYQG1mZmZm1lhAoJmZmZnZWEDTzMzMzNxYQAYAAAAA4FhAOTMzMzPjWEBtZmZmZuZYQKCZmZmZ6VhA08zMzMzsWEAGAAAAAPBYQDkzMzMz81hAbWZmZmb2WECgmZmZmflYQNPMzMzM/FhABgAAAAAAWUA5MzMzMwNZQG1mZmZmBllAoJmZmZkJWUDTzMzMzAxZQAYAAAAAEFlAOTMzMzMTWUBtZmZmZhZZQKCZmZmZGVlA08zMzMwcWUAGAAAAACBZQDkzMzMzI1lAbWZmZmYmWUCgmZmZmSlZQNPMzMzMLFlABgAAAAAwWUA5MzMzMzNZQG1mZmZmNllAoJmZmZk5WUDTzMzMzDxZQAYAAAAAQFlAOTMzMzNDWUBtZmZmZkZZQKCZmZmZSVlA08zMzMxMWUAGAAAAAFBZQDkzMzMzU1lAbWZmZmZWWUCgmZmZmVlZQNPMzMzMXFlABgAAAABgWUA5MzMzM2NZQG1mZmZmZllAoJmZmZlpWUDTzMzMzGxZQAYAAAAAcFlAOjMzMzNzWUBtZmZmZnZZQKCZmZmZeVlA08zMzMx8WUAGAAAAAIBZQDozMzMzg1lAbWZmZmaGWUCgmZmZmYlZQNPMzMzMjFlABgAAAACQWUA6MzMzM5NZQG1mZmZmlllAoJmZmZmZWUDTzMzMzJxZQAYAAAAAoFlAOjMzMzOjWUBtZmZmZqZZQKCZmZmZqVlA08zMzMysWUAGAAAAALBZQDozMzMzs1lAbWZmZma2WUCgmZmZmblZQNPMzMzMvFlABgAAAADAWUA6MzMzM8NZQG1mZmZmxllAoJmZmZnJWUDTzMzMzMxZQAYAAAAA0FlAOjMzMzPTWUBtZmZmZtZZQKCZmZmZ2VlA08zMzMzcWUAGAAAAAOBZQDozMzMz41lAbWZmZmbmWUCgmZmZmelZQNPMzMzM7FlABgAAAADwWUA6MzMzM/NZQG1mZmZm9llAoJmZmZn5WUDTzMzMzPxZQAYAAAAAAFpAOjMzMzMDWkBtZmZmZgZaQKCZmZmZCVpA08zMzMwMWkAGAAAAABBaQDozMzMzE1pAbWZmZmYWWkCgmZmZmRlaQNPMzMzMHFpABgAAAAAgWkA6MzMzMyNaQG1mZmZmJlpAoJmZmZkpWkDTzMzMzCxaQAYAAAAAMFpAOjMzMzMzWkBtZmZmZjZaQKCZmZmZOVpA08zMzMw8WkAGAAAAAEBaQDozMzMzQ1pAbWZmZmZGWkCgmZmZmUlaQNPMzMzMTFpABwAAAABQWkA6MzMzM1NaQG1mZmZmVlpAoJmZmZlZWkDTzMzMzFxaQAcAAAAAYFpAOjMzMzNjWkBtZmZmZmZaQKCZmZmZaVpA08zMzMxsWkAHAAAAAHBaQDozMzMzc1pAbWZmZmZ2WkCgmZmZmXlaQNPMzMzMfFpABwAAAACAWkA6MzMzM4NaQG1mZmZmhlpAoJmZmZmJWkDTzMzMzIxaQAcAAAAAkFpAOjMzMzOTWkBtZmZmZpZaQKCZmZmZmVpA08zMzMycWkAHAAAAAKBaQDozMzMzo1pAbWZmZmamWkCgmZmZmalaQNPMzMzMrFpABwAAAACwWkA6MzMzM7NaQG1mZmZmtlpAoJmZmZm5WkDTzMzMzLxaQAcAAAAAwFpAOjMzMzPDWkBtZmZmZsZaQKCZmZmZyVpA08zMzMzMWkAHAAAAANBaQDozMzMz01pAbWZmZmbWWkCgmZmZmdlaQNPMzMzM3FpABwAAAADgWkA6MzMzM+NaQG1mZmZm5lpAoJmZmZnpWkDTzMzMzOxaQAcAAAAA8FpAOjMzMzPzWkBtZmZmZvZaQKCZmZmZ+VpA08zMzMz8WkAHAAAAAABbQDozMzMzA1tAbWZmZmYGW0CgmZmZmQlbQNTMzMzMDFtABwAAAAAQW0A6MzMzMxNbQG1mZmZ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\"},\"shape\":[2781],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p1134\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p1135\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1130\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"green\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1131\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"green\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1132\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"green\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p1080\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p1093\"},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p1094\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p1095\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p1096\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p1102\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p1101\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p1103\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p1104\"},{\"type\":\"object\",\"name\":\"HelpTool\",\"id\":\"p1105\"}]}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1088\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1089\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1090\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1091\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1083\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1084\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1085\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1086\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1087\",\"attributes\":{\"axis\":{\"id\":\"p1083\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1092\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1088\"}}},{\"type\":\"object\",\"name\":\"Legend\",\"id\":\"p1115\",\"attributes\":{\"items\":[{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1116\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"desired\"},\"renderers\":[{\"id\":\"p1112\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1126\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"actual\"},\"renderers\":[{\"id\":\"p1123\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1136\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"diff\"},\"renderers\":[{\"id\":\"p1133\"}]}}]}}]}}]}};\n", + " const render_items = [{\"docid\":\"0ead4bfc-9294-4255-832c-8651aa974167\",\"roots\":{\"p1072\":\"edcf1b09-fc16-4c9b-8126-c3b2931f4073\"},\"root_ids\":[\"p1072\"]}];\n", + " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", + " }\n", + " if (root.Bokeh !== undefined) {\n", + " embed_document(root);\n", + " } else {\n", + " let attempts = 0;\n", + " const timer = setInterval(function(root) {\n", + " if (root.Bokeh !== undefined) {\n", + " clearInterval(timer);\n", + " embed_document(root);\n", + " } else {\n", + " attempts++;\n", + " if (attempts > 100) {\n", + " clearInterval(timer);\n", + " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", + " }\n", + " }\n", + " }, 10, root)\n", + " }\n", + "})(window);" + ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { - "id": "p1356" + "id": "p1072" } }, "output_type": "display_data" } ], - "execution_count": 25 + "source": [ + "compute_pattern__SrTiO3_Pnma()" + ] }, { - "metadata": {}, "cell_type": "code", - "outputs": [], "execution_count": null, - "source": "", - "id": "ec1b6c846ad91e67" + "id": "50adfcd5c4bb70ea", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/examples/pyCFML/cfml_utilities/powder_pattern_from_json/srtio3-pattern-simulation.ipynb b/examples/pyCFML/cfml_utilities/powder_pattern_from_json/srtio3-pattern-simulation.ipynb index 4e4dfac..229ad83 100644 --- a/examples/pyCFML/cfml_utilities/powder_pattern_from_json/srtio3-pattern-simulation.ipynb +++ b/examples/pyCFML/cfml_utilities/powder_pattern_from_json/srtio3-pattern-simulation.ipynb @@ -2,16 +2,18 @@ "cells": [ { "cell_type": "code", + "execution_count": 1, "id": "9ecc4733", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2024-07-23T12:12:09.858468Z", "start_time": "2024-07-23T12:12:09.854247Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "from bokeh.io import output_notebook\n", "from bokeh.io import show\n", @@ -20,28 +22,23 @@ "import os\n", "import numpy as np\n", "\n", - "from pycrysfml import crysfml08lib" - ], - "outputs": [], - "execution_count": 16 + "from pycrysfml import cfml_utilities\n", + "#from pycrysfml import crysfml08lib" + ] }, { "cell_type": "code", + "execution_count": 2, "id": "d76d50fc", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2024-07-23T12:12:10.327309Z", "start_time": "2024-07-23T12:12:10.317495Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "output_notebook()\n", - "FIGURE_WIDTH = 990\n", - "FIGURE_HEIGHT = 300" - ], "outputs": [ { "data": { @@ -56,7 +53,7 @@ " \n", "
\n", " \n", - " Loading BokehJS ...\n", + " Loading BokehJS ...\n", "
\n" ] }, @@ -65,17 +62,335 @@ }, { "data": { - "application/javascript": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n function drop(id) {\n const view = Bokeh.index.get_by_id(id)\n if (view != null) {\n view.model.document.clear()\n Bokeh.index.delete(view)\n }\n }\n\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n\n // Clean up Bokeh references\n if (id != null) {\n drop(id)\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim()\n drop(id)\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", - "application/vnd.bokehjs_load.v0+json": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"f5e16ce3-0222-41ea-8db7-088b735851d5\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" + "application/javascript": [ + "'use strict';\n", + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " const force = true;\n", + "\n", + " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", + " root._bokeh_onload_callbacks = [];\n", + " root._bokeh_is_loading = undefined;\n", + " }\n", + "\n", + "const JS_MIME_TYPE = 'application/javascript';\n", + " const HTML_MIME_TYPE = 'text/html';\n", + " const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", + " const CLASS_NAME = 'output_bokeh rendered_html';\n", + "\n", + " /**\n", + " * Render data to the DOM node\n", + " */\n", + " function render(props, node) {\n", + " const script = document.createElement(\"script\");\n", + " node.appendChild(script);\n", + " }\n", + "\n", + " /**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + " function handleClearOutput(event, handle) {\n", + " function drop(id) {\n", + " const view = Bokeh.index.get_by_id(id)\n", + " if (view != null) {\n", + " view.model.document.clear()\n", + " Bokeh.index.delete(view)\n", + " }\n", + " }\n", + "\n", + " const cell = handle.cell;\n", + "\n", + " const id = cell.output_area._bokeh_element_id;\n", + " const server_id = cell.output_area._bokeh_server_id;\n", + "\n", + " // Clean up Bokeh references\n", + " if (id != null) {\n", + " drop(id)\n", + " }\n", + "\n", + " if (server_id !== undefined) {\n", + " // Clean up Bokeh references\n", + " const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n", + " cell.notebook.kernel.execute(cmd_clean, {\n", + " iopub: {\n", + " output: function(msg) {\n", + " const id = msg.content.text.trim()\n", + " drop(id)\n", + " }\n", + " }\n", + " });\n", + " // Destroy server and session\n", + " const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", + " cell.notebook.kernel.execute(cmd_destroy);\n", + " }\n", + " }\n", + "\n", + " /**\n", + " * Handle when a new output is added\n", + " */\n", + " function handleAddOutput(event, handle) {\n", + " const output_area = handle.output_area;\n", + " const output = handle.output;\n", + "\n", + " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", + " if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + "\n", + " const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + "\n", + " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n", + " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n", + " // store reference to embed id on output_area\n", + " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " }\n", + " if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " const bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " const script_attrs = bk_div.children[0].attributes;\n", + " for (let i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + " }\n", + "\n", + " function register_renderer(events, OutputArea) {\n", + "\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " const toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[toinsert.length - 1]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " /* Handle when an output is cleared or removed */\n", + " events.on('clear_output.CodeCell', handleClearOutput);\n", + " events.on('delete.Cell', handleClearOutput);\n", + "\n", + " /* Handle when a new output is added */\n", + " events.on('output_added.OutputArea', handleAddOutput);\n", + "\n", + " /**\n", + " * Register the mime type and append_mime function with output_area\n", + " */\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " /* Is output safe? */\n", + " safe: true,\n", + " /* Index of renderer in `output_area.display_order` */\n", + " index: 0\n", + " });\n", + " }\n", + "\n", + " // register the mime type if in Jupyter Notebook environment and previously unregistered\n", + " if (root.Jupyter !== undefined) {\n", + " const events = require('base/js/events');\n", + " const OutputArea = require('notebook/js/outputarea').OutputArea;\n", + "\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " }\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " const NB_LOAD_WARNING = {'data': {'text/html':\n", + " \"
\\n\"+\n", + " \"

\\n\"+\n", + " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", + " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", + " \"

\\n\"+\n", + " \"
    \\n\"+\n", + " \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n", + " \"
  • use INLINE resources instead, as so:
    • \\n\"+\n", + " \"
\\n\"+\n", + " \"\\n\"+\n", + " \"from bokeh.resources import INLINE\\n\"+\n", + " \"output_notebook(resources=INLINE)\\n\"+\n", + " \"\\n\"+\n", + " \"
\"}};\n", + "\n", + " function display_loaded(error = null) {\n", + " const el = document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\");\n", + " if (el != null) {\n", + " const html = (() => {\n", + " if (typeof root.Bokeh === \"undefined\") {\n", + " if (error == null) {\n", + " return \"BokehJS is loading ...\";\n", + " } else {\n", + " return \"BokehJS failed to load.\";\n", + " }\n", + " } else {\n", + " const prefix = `BokehJS ${root.Bokeh.version}`;\n", + " if (error == null) {\n", + " return `${prefix} successfully loaded.`;\n", + " } else {\n", + " return `${prefix} encountered errors while loading and may not function as expected.`;\n", + " }\n", + " }\n", + " })();\n", + " el.innerHTML = html;\n", + "\n", + " if (error != null) {\n", + " const wrapper = document.createElement(\"div\");\n", + " wrapper.style.overflow = \"auto\";\n", + " wrapper.style.height = \"5em\";\n", + " wrapper.style.resize = \"vertical\";\n", + " const content = document.createElement(\"div\");\n", + " content.style.fontFamily = \"monospace\";\n", + " content.style.whiteSpace = \"pre-wrap\";\n", + " content.style.backgroundColor = \"rgb(255, 221, 221)\";\n", + " content.textContent = error.stack ?? error.toString();\n", + " wrapper.append(content);\n", + " el.append(wrapper);\n", + " }\n", + " } else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(() => display_loaded(error), 100);\n", + " }\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls == null || js_urls.length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length;\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + "\n", + " function on_error(url) {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " for (let i = 0; i < css_urls.length; i++) {\n", + " const url = css_urls[i];\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error.bind(null, url);\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " for (let i = 0; i < js_urls.length; i++) {\n", + " const url = js_urls[i];\n", + " const element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error.bind(null, url);\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n", + " const css_urls = [];\n", + "\n", + " const inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {\n", + " }\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if (root.Bokeh !== undefined || force === true) {\n", + " try {\n", + " for (let i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + "\n", + " } catch (error) {display_loaded(error);throw error;\n", + " }if (force === true) {\n", + " display_loaded();\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " } else if (force !== true) {\n", + " const cell = $(document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\")).parents('.cell').data().cell;\n", + " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n", + " }\n", + " }\n", + "\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", + " run_inline_js();\n", + " } else {\n", + " load_libs(css_urls, js_urls, function() {\n", + " console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + " run_inline_js();\n", + " });\n", + " }\n", + "}(window));" + ], + "application/vnd.bokehjs_load.v0+json": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" }, "metadata": {}, "output_type": "display_data" } ], - "execution_count": 17 + "source": [ + "output_notebook()\n", + "FIGURE_WIDTH = 990\n", + "FIGURE_HEIGHT = 300" + ] }, { "cell_type": "code", + "execution_count": 3, "id": "4042fea98af92add", "metadata": { "ExecuteTime": { @@ -83,9 +398,6 @@ "start_time": "2024-07-23T12:12:10.776683Z" } }, - "source": [ - "os.environ['CRYSFML_DB']" - ], "outputs": [ { "data": { @@ -93,23 +405,25 @@ "'/Users/andrewsazonov/Development/github.com/EasyScience/TEST_PyCrysFML/.venv/lib/python3.11/site-packages/pycrysfml/Databases'" ] }, - "execution_count": 18, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 18 + "source": [ + "os.environ['CRYSFML_DB']" + ] }, { + "cell_type": "code", + "execution_count": 4, + "id": "edaa54d891d63ec1", "metadata": { "ExecuteTime": { "end_time": "2024-07-23T12:12:11.331354Z", "start_time": "2024-07-23T12:12:11.328399Z" } }, - "cell_type": "code", - "source": "os.getcwd()", - "id": "edaa54d891d63ec1", "outputs": [ { "data": { @@ -117,15 +431,18 @@ "'/Users/andrewsazonov/Development/github.com/EasyScience/TEST_PyCrysFML/examples/pyCFML/cfml_utilities/powder_pattern_from_json'" ] }, - "execution_count": 19, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 19 + "source": [ + "os.getcwd()" + ] }, { "cell_type": "code", + "execution_count": 5, "id": "3752d741", "metadata": { "ExecuteTime": { @@ -133,6 +450,7 @@ "start_time": "2024-07-23T12:12:11.896406Z" } }, + "outputs": [], "source": [ "STUDY_DICT_PM3M = {\n", " \"phases\": [\n", @@ -203,12 +521,11 @@ " }\n", " ]\n", "}" - ], - "outputs": [], - "execution_count": 20 + ] }, { "cell_type": "code", + "execution_count": 6, "id": "f5f7bb5f040685cc", "metadata": { "ExecuteTime": { @@ -216,6 +533,7 @@ "start_time": "2024-07-23T12:12:12.503786Z" } }, + "outputs": [], "source": [ "# Help functions\n", "\n", @@ -228,22 +546,23 @@ " return x\n", "\n", "def compute_pattern(study_dict:dict):\n", - " #_, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays\n", - " _, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays\n", + " _, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays\n", + " #_, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays\n", " y = y.astype(np.float64)\n", " return y" - ], - "outputs": [], - "execution_count": 21 + ] }, { + "cell_type": "code", + "execution_count": 7, + "id": "bfa4e963497909dd", "metadata": { "ExecuteTime": { "end_time": "2024-07-23T12:12:13.146451Z", "start_time": "2024-07-23T12:12:13.143147Z" } }, - "cell_type": "code", + "outputs": [], "source": [ "def compute_pattern__SrTiO3_Pm3m():\n", " study_dict = copy.deepcopy(STUDY_DICT_PM3M)\n", @@ -268,19 +587,19 @@ " fig.line(x, actual, legend_label='actual', color='steelblue', line_width=2)\n", " fig.line(x, actual-desired, legend_label='diff', color='green', line_width=1)\n", " show(fig)" - ], - "id": "bfa4e963497909dd", - "outputs": [], - "execution_count": 22 + ] }, { + "cell_type": "code", + "execution_count": 8, + "id": "7836d8d61ea9f2e6", "metadata": { "ExecuteTime": { "end_time": "2024-07-23T12:12:13.915802Z", "start_time": "2024-07-23T12:12:13.912942Z" } }, - "cell_type": "code", + "outputs": [], "source": [ "def compute_pattern__SrTiO3_Pnma():\n", " study_dict = copy.deepcopy(STUDY_DICT_PM3M)\n", @@ -304,27 +623,24 @@ " fig.line(x, actual, legend_label='actual', color='steelblue', line_width=2)\n", " fig.line(x, actual-desired, legend_label='diff', color='green', line_width=1)\n", " show(fig)" - ], - "id": "7836d8d61ea9f2e6", - "outputs": [], - "execution_count": 23 + ] }, { + "cell_type": "code", + "execution_count": 9, + "id": "753b3bd7336cc49c", "metadata": { "ExecuteTime": { "end_time": "2024-07-23T12:12:18.068406Z", "start_time": "2024-07-23T12:12:17.988105Z" } }, - "cell_type": "code", - "source": "compute_pattern__SrTiO3_Pm3m()", - "id": "753b3bd7336cc49c", "outputs": [ { "data": { "text/html": [ "\n", - "
\n" + "
\n" ] }, "metadata": {}, @@ -332,35 +648,62 @@ }, { "data": { - "application/javascript": "(function(root) {\n function embed_document(root) {\n const docs_json = {\"c278ca89-f45e-407c-9fd7-f86a436670f3\":{\"version\":\"3.5.0\",\"title\":\"Bokeh 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mZmYGQ0DRzMzMzAxDQDgzMzMzE0NAnpmZmZkZQ0AFAAAAACBDQGtmZmZmJkNA0czMzMwsQ0A4MzMzMzNDQJ6ZmZmZOUNABQAAAABAQ0BrZmZmZkZDQNLMzMzMTENAODMzMzNTQ0CemZmZmVlDQAUAAAAAYENAa2ZmZmZmQ0DSzMzMzGxDQDgzMzMzc0NAnpmZmZl5Q0AFAAAAAIBDQGtmZmZmhkNA0szMzMyMQ0A4MzMzM5NDQJ6ZmZmZmUNABQAAAACgQ0BrZmZmZqZDQNLMzMzMrENAODMzMzOzQ0CemZmZmblDQAUAAAAAwENAa2ZmZmbGQ0DSzMzMzMxDQDgzMzMz00NAnpmZmZnZQ0AFAAAAAOBDQGtmZmZm5kNA0szMzMzsQ0A4MzMzM/NDQJ6ZmZmZ+UNABQAAAAAAREBrZmZmZgZEQNLMzMzMDERAODMzMzMTRECemZmZmRlEQAUAAAAAIERAa2ZmZmYmREDSzMzMzCxEQDgzMzMzM0RAn5mZmZk5REAFAAAAAEBEQGtmZmZmRkRA0szMzMxMREA4MzMzM1NEQJ+ZmZmZWURABQAAAABgREBrZmZmZmZEQNLMzMzMbERAODMzMzNzRECfmZmZmXlEQAUAAAAAgERAa2ZmZmaGREDSzMzMzIxEQDgzMzMzk0RAn5mZmZmZREAFAAAAAKBEQGtmZmZmpkRA0szMzMysREA4MzMzM7NEQJ+ZmZmZuURABQAAAADAREBrZmZmZsZEQNLMzMzMzERAODMzMzPTRECfmZmZmdlEQAUAAAAA4ERAbGZmZmbmREDSzMzMzOxEQDgzMzMz80RAn5mZmZn5REAFAAAAAABFQGxmZmZmBkVA0szMzMwMRUA4MzMzMxNFQJ+ZmZmZGUVABQAAAAAgRUBsZmZmZiZFQNLMzMzMLEVAODMzMzMzRUCfmZmZmTlFQAUAAAAAQEVAbGZmZmZGRUDSzMzMzExFQDgzMzMzU0VAn5mZmZlZRUAFAAAAAGBFQGxmZmZmZkVA0szMzMxsRUA4MzMzM3NFQJ+ZmZmZeUVABQAAAACARUBsZmZmZoZFQNLMzMzMjEVAODMzMzOTRUCfmZmZmZlFQAUAAAAAoEVAbGZmZmamRUDSzMzMzKxFQDgzMzMzs0VAn5mZmZm5RUAFAAAAAMBFQGxmZmZmxkVA0szMzMzMRUA5MzMzM9NFQJ+ZmZmZ2UVABQAAAADgRUBsZmZmZuZFQNLMzMzM7EVAOTMzMzPzRUCfmZmZmflFQAUAAAAAAEZAbGZmZmYGRkDSzMzMzAxGQDkzMzMzE0ZAn5mZmZkZRkAFAAAAACBGQGxmZmZmJkZA0szMzMwsRkA5MzMzMzNGQJ+ZmZmZOUZABQAAAABARkBsZmZmZkZGQNLMzMzMTEZAOTMzMzNTRkCfmZmZmVlGQAUAAAAAYEZAbGZmZmZmRkDSzMzMzGxGQDkzMzMzc0ZAn5mZmZl5RkAGAAAAAIBGQGxmZmZmhkZA0szMzMyMRkA5MzMzM5NGQJ+ZmZmZmUZABgAAAACgRkBsZmZmZqZGQNLMzMzMrEZAOTMzMzOzRkCfmZmZmblGQAYAAAAAwEZAbGZmZmbGRkDSzMzMzMxGQDkzMzMz00ZAn5mZmZnZRkAGAAAAAOBGQGxmZmZm5kZA0szMzMzsRkA5MzMzM/NGQJ+ZmZmZ+UZABgAAAAAAR0BsZmZmZgZHQNLMzMzMDEdAOTMzMzMTR0CfmZmZmRlHQAYAAAAAIEdAbGZmZmYmR0DSzMzMzCxHQDkzMzMzM0dAn5mZmZk5R0AGAAAAAEBHQGxmZmZmRkdA0szMzMxMR0A5MzMzM1NHQJ+ZmZmZWUdABgAAAABgR0BsZmZmZmZHQNPMzMzMbEdAOTMzMzNzR0CfmZmZmXlHQAYAAAAAgEdAbGZmZmaGR0DTzMzMzIxHQDkzMzMzk0dAn5mZmZmZR0AGAAAAAKBHQGxmZmZmpkdA08zMzMysR0A5MzMzM7NHQJ+ZmZmZuUdABgAAAADAR0BsZmZmZsZHQNPMzMzMzEdAOTMzMzPTR0CfmZmZmdlHQAYAAAAA4EdAbGZmZmbmR0DTzMzMzOxHQDkzMzMz80dAn5mZmZn5R0AGAAAAAABIQGxmZmZmBkhA08zMzMwMSEA5MzMzMxNIQKCZmZmZGUhABgAAAAAgSEBsZmZmZiZIQNPMzMzMLEhAOTMzMzMzSECgmZmZmTlIQAYAAAAAQEhAbGZmZmZGSEDTzMzMzExIQDkzMzMzU0hAoJmZmZlZSEAGAAAAAGBIQGxmZmZmZkhA08zMzMxsSEA5MzMzM3NIQKCZmZmZeUhABgAAAACASEBsZmZmZoZIQNPMzMzMjEhAOTMzMzOTSECgmZmZmZlIQAYAAAAAoEhAbGZmZmamSEDTzMzMzKxIQDkzMzMzs0hAoJmZmZm5SEAGAAAAAMBIQGxmZmZmxkhA08zMzMzMSEA5MzMzM9NIQKCZmZmZ2UhABgAAAADgSEBsZmZmZuZIQNPMzMzM7EhAOTMzMzPzSECgmZmZmflIQAYAAAAAAElAbWZmZmYGSUDTzMzMzAxJQDkzMzMzE0lAoJmZmZkZSUAGAAAAACBJQG1mZmZmJklA08zMzMwsSUA5MzMzMzNJQKCZmZmZOUlABgAAAABASUBtZmZmZkZJQNPMzMzMTElAOTMzMzNTSUCgmZmZmVlJQAYAAAAAYElAbWZmZmZmSUDTzMzMzGxJQDkzMzMzc0lAoJmZmZl5SUAGAAAAAIBJQG1mZmZmhklA08zMzMyMSUA5MzMzM5NJQKCZmZmZmUlABgAAAACgSUBtZmZmZqZJQNPMzMzMrElAOjMzMzOzSUCgmZmZmblJQAYAAAAAwElAbWZmZmbGSUDTzMzMzMxJQDozMzMz00lAoJmZmZnZSUAGAAAAAOBJQG1mZmZm5klA08zMzMzsSUA6MzMzM/NJQKCZmZmZ+UlABgAAAAAASkBtZmZmZgZKQNPMzMzMDEpAOjMzMzMTSkCgmZmZmRlKQAYAAAAAIEpAbWZmZmYmSkDTzMzMzCxKQDozMzMzM0pAoJmZmZk5SkAGAAAAAEBKQG1mZmZmRkpA08zMzMxMSkA6MzMzM1NKQKCZmZmZWUpABgAAAABgSkBtZmZmZmZKQNPMzMzMbEpAOjMzMzNzSkCgmZmZmXlKQAYAAAAAgEpAbWZmZmaGSkDTzMzMzIxKQDozMzMzk0pAoJmZmZmZSkAHAAAAAKBKQG1mZmZmpkpA08zMzMysSkA6MzMzM7NKQKCZmZmZuUpABwAAAADASkBtZmZmZsZKQNPMzMzMzEpAOjMzMzPTSkCgmZmZmdlKQAcAAAAA4EpAbWZmZmbmSkDTzMzMzOxKQDozMzMz80pAoJmZmZn5SkAHAAAAAABLQG1mZmZmBktA08zMzMwMS0A6MzMzMxNLQKCZmZmZGUtABwAAAAAgS0BtZmZmZiZLQNPMzMzMLEtAOjMzMzMzS0CgmZmZmTlLQAcAAAAAQEtAbWZmZmZGS0DUzMzMzExLQDozMzMzU0tAoJmZmZlZS0AHAAAAAGBLQG1mZmZmZktA1MzMzMxsS0A6MzMzM3NLQKCZmZmZeUtABwAAAACAS0BtZmZmZoZLQNTMzMzMjEtAOjMzMzOTS0CgmZmZmZlLQAcAAAAAoEtAbWZmZmamS0DUzMzMzKxLQDozMzMzs0tAoJmZmZm5S0AHAAAAAMBLQG1mZmZmxktA1MzMzMzMS0A6MzMzM9NLQKCZmZmZ2UtABwAAAADgS0BtZmZmZuZLQNTMzMzM7EtAOjMzMzPzS0CgmZmZmflLQAcAAAAAAExAbWZmZmYGTEDUzMzMzAxMQDozMzMzE0xAoJmZmZkZTEAHAAAAACBMQG1mZmZmJkxA1MzMzMwsTEA6MzMzMzNMQKGZmZmZOUxABwAAAABATEBtZmZmZkZMQNTMzMzMTExAOjMzMzNTTEChmZmZmVlMQAcAAAAAYExAbWZmZmZmTEDUzMzMzGxMQDozMzMzc0xAoZmZmZl5TEAHAAAAAIBMQG1mZmZmhkxA1MzMzMyMTEA6MzMzM5NMQKGZmZmZmUxABwAAAACgTEBtZmZmZqZMQNTMzMzMrExAOjMzMzOzTEChmZmZmblMQAcAAAAAwExAbWZmZmbGTEDUzMzMzMxMQDozMzMz00xAoZmZmZnZTEAHAAAAAOBMQG5mZmZm5kxA1MzMzMzsTEA6MzMzM/NMQKGZmZmZ+UxABwAAAAAATUBuZmZmZgZNQNTMzMzMDE1AOjMzMzMTTUChmZmZmRlNQAcAAAAAIE1AbmZmZmYmTUDUzMzMzCxNQDozMzMzM01AoZmZmZk5TUAHAAAAAEBNQG5mZmZmRk1A1MzMzMxMTUA6MzMzM1NNQKGZmZmZWU1ABwAAAABgTUBuZmZmZmZNQNTMzMzMbE1AOjMzMzNzTUChmZmZmXlNQAcAAAAAgE1AbmZmZmaGTUDUzMzMzIxNQDozMzMzk01AoZmZmZmZTUAHAAAAAKBNQG5mZmZmpk1A1MzMzMysTUA6MzMzM7NNQKGZmZmZuU1ABwAAAADATUBuZmZmZsZNQNTMzMzMzE1AOzMzMzPTTUChmZmZmdlNQAcAAAAA4E1AbmZmZmbmTUDUzMzMzOxNQDszMzMz801AoZmZmZn5TUAHAAAAAABOQG5mZmZmBk5A1MzMzMwMTkA7MzMzMxNOQKGZmZmZGU5ABwAAAAAgTkBuZmZmZiZOQNTMzMzMLE5AOzMzMzMzTkChmZmZmTlOQAcAAAAAQE5AbmZmZmZGTkDUzMzMzExOQDszMzMzU05AoZmZmZlZTkAHAAAAAGBOQG5mZmZmZk5A1MzMzMxsTkA7MzMzM3NOQKGZmZmZeU5ACAAAAACATkBuZmZmZoZOQNTMzMzMjE5AOzMzMzOTTkChmZmZmZlOQAgAAAAAoE5AbmZmZmamTkDUzMzMzKxOQDszMzMzs05AoZmZmZm5TkAIAAAAAMBOQG5mZmZmxk5A1MzMzMzMTkA7MzMzM9NOQKGZmZmZ2U5ACAAAAADgTkBuZmZmZuZOQNTMzMzM7E5AOzMzMzPzTkChmZmZmflOQAgAAAAAAE9AbmZmZmYGT0DUzMzMzAxPQDszMzMzE09AoZmZmZkZT0AIAAAAACBPQG5mZmZmJk9A1MzMzMwsT0A7MzMzMzNPQKGZmZmZOU9ACAAAAABAT0BuZmZmZkZPQNTMzMzMTE9AOzMzMzNTT0ChmZmZmVlPQAgAAAAAYE9AbmZmZmZmT0DVzMzMzGxPQDszMzMzc09AoZmZmZl5T0AIAAAAAIBPQG5mZmZmhk9A1czMzMyMT0A7MzMzM5NPQKGZmZmZmU9ACAAAAACgT0BuZmZmZqZPQNXMzMzMrE9AOzMzMzOzT0ChmZmZmblPQAgAAAAAwE9AbmZmZmbGT0DVzMzMzMxPQDszMzMz009AoZmZmZnZT0AIAAAAAOBPQG5mZmZm5k9A1czMzMzsT0A7MzMzM/NPQKGZmZmZ+U9ABAAAAAAAUEA3MzMzMwNQQGpmZmZmBlBAnpmZmZkJUEDRzMzMzAxQQAQAAAAAEFBANzMzMzMTUEBqZmZmZhZQQJ6ZmZmZGVBA0czMzMwcUEAEAAAAACBQQDczMzMzI1BAamZmZmYmUECemZmZmSlQQNHMzMzMLFBABAAAAAAwUEA3MzMzMzNQQGpmZmZmNlBAnpmZmZk5UEDRzMzMzDxQQAQAAAAAQFBANzMzMzNDUEBqZmZmZkZQQJ6ZmZmZSVBA0czMzMxMUEAEAAAAAFBQQDczMzMzU1BAamZmZmZWUECemZmZmVlQQNHMzMzMXFBABAAAAABgUEA3MzMzM2NQQGpmZmZmZlBAnpmZmZlpUEDRzMzMzGxQQAQAAAAAcFBANzMzMzNzUEBqZmZmZnZQQJ6ZmZmZeVBA0czMzMx8UEAEAAAAAIBQQDczMzMzg1BAamZmZmaGUECemZmZmYlQQNHMzMzMjFBABAAAAACQUEA3MzMzM5NQQGpmZmZmllBAnpmZmZmZUEDRzMzMzJxQQAQAAAAAoFBANzMzMzOjUEBqZmZmZqZQQJ6ZmZmZqVBA0czMzMysUEAEAAAAALBQQDczMzMzs1BAa2ZmZma2UECemZmZmblQQNHMzMzMvFBABAAAAADAUEA3MzMzM8NQQGtmZmZmxlBAnpmZmZnJUEDRzMzMzMxQQAQAAAAA0FBANzMzMzPTUEBrZmZmZtZQQJ6ZmZmZ2VBA0czMzMzcUEAEAAAAAOBQQDczMzMz41BAa2ZmZmbmUECemZmZmelQQNHMzMzM7FBABAAAAADwUEA3MzMzM/NQQGtmZmZm9lBAnpmZmZn5UEDRzMzMzPxQQAQAAAAAAFFANzMzMzMDUUBrZmZmZgZRQJ6ZmZmZCVFA0czMzMwMUUAEAAAAABBRQDczMzMzE1FAa2ZmZmYWUUCemZmZmRlRQNHMzMzMHFFABAAAAAAgUUA3MzMzMyNRQGtmZmZmJlFAnpmZmZkpUUDRzMzMzCxRQAQAAAAAMFFANzMzMzMzUUBrZmZmZjZRQJ6ZmZmZOVFA0czMzMw8UUAEAAAAAEBRQDczMzMzQ1FAa2ZmZmZGUUCemZmZmUlRQNHMzMzMTFFABAAAAABQUUA3MzMzM1NRQGtmZmZmVlFAnpmZmZlZUUDRzMzMzFxRQAQAAAAAYFFANzMzMzNjUUBrZmZmZmZRQJ6ZmZmZaVFA0czMzMxsUUAEAAAAAHBRQDgzMzMzc1FAa2ZmZmZ2UUCemZmZmXlRQNHMzMzMfFFABAAAAACAUUA4MzMzM4NRQGtmZmZmhlFAnpmZmZmJUUDRzMzMzIxRQAQAAAAAkFFAODMzMzOTUUBrZmZmZpZRQJ6ZmZmZmVFA0czMzMycUUAEAAAAAKBRQDgzMzMzo1FAa2ZmZmamUUCemZmZmalRQNHMzMzMrFFABAAAAACwUUA4MzMzM7NRQGtmZmZmtlFAnpmZmZm5UUDRzMzMzLxRQAQAAAAAwFFAODMzMzPDUUBrZmZmZsZRQJ6ZmZmZyVFA0czMzMzMUUAEAAAAANBRQDgzMzMz01FAa2ZmZmbWUUCemZmZmdlRQNHMzMzM3FFABAAAAADgUUA4MzMzM+NRQGtmZmZm5lFAnpmZmZnpUUDRzMzMzOxRQAQAAAAA8FFAODMzMzPzUUBrZmZmZvZRQJ6ZmZmZ+VFA0czMzMz8UUAEAAAAAABSQDgzMzMzA1JAa2ZmZmYGUkCemZmZmQlSQNHMzMzMDFJABAAAAAAQUkA4MzMzMxNSQGtmZmZmFlJAnpmZmZkZUkDRzMzMzBxSQAQAAAAAIFJAODMzMzMjUkBrZmZmZiZSQJ6ZmZmZKVJA0czMzMwsUkAEAAAAADBSQDgzMzMzM1JAa2ZmZmY2UkCemZmZmTlSQNHMzMzMPFJABAAAAABAUkA4MzMzM0NSQGtmZmZmRlJAnpmZmZlJUkDRzMzMzExSQAUAAAAAUFJAODMzMzNTUkBrZmZmZlZSQJ6ZmZmZWVJA0czMzMxcUkAFAAAAAGBSQDgzMzMzY1JAa2ZmZmZmUkCemZmZmWlSQNHMzMzMbFJABQAAAABwUkA4MzMzM3NSQGtmZmZmdlJAnpmZmZl5UkDRzMzMzHxSQAUAAAAAgFJAODMzMzODUkBrZmZmZoZSQJ6ZmZmZiVJA0czMzMyMUkAFAAAAAJBSQDgzMzMzk1JAa2ZmZmaWUkCemZmZmZlSQNHMzMzMnFJABQAAAACgUkA4MzMzM6NSQGtmZmZmplJAnpmZmZmpUkDRzMzMzKxSQAUAAAAAsFJAODMzMzOzUkBrZmZmZrZSQJ6ZmZmZuVJA0czMzMy8UkAFAAAAAMBSQDgzMzMzw1JAa2ZmZmbGUkCemZmZmclSQNHMzMzMzFJABQAAAADQUkA4MzMzM9NSQGtmZmZm1lJAnpmZmZnZUkDRzMzMzNxSQAUAAAAA4FJAODMzMzPjUkBrZmZmZuZSQJ6ZmZmZ6VJA0czMzMzsUkAFAAAAAPBSQDgzMzMz81JAa2ZmZmb2UkCemZmZmflSQNHMzMzM/FJABQAAAAAAU0A4MzMzMwNTQGtmZmZmBlNAnpmZmZkJU0DSzMzMzAxTQAUAAAAAEFNAODMzMzMTU0BrZmZmZhZTQJ6ZmZmZGVNA0szMzMwcU0AFAAAAACBTQDgzMzMzI1NAa2ZmZmYmU0CemZmZmSlTQNLMzMzMLFNABQAAAAAwU0A4MzMzMzNTQGtmZmZmNlNAnpmZmZk5U0DSzMzMzDxTQAUAAAAAQFNAODMzMzNDU0BrZmZmZkZTQJ6ZmZmZSVNA0szMzMxMU0AFAAAAAFBTQDgzMzMzU1NAa2ZmZmZWU0CemZmZmVlTQNLMzMzMXFNABQAAAABgU0A4MzMzM2NTQGtmZmZmZlNAnpmZmZlpU0DSzMzMzGxTQAUAAAAAcFNAODMzMzNzU0BrZmZmZnZTQJ6ZmZmZeVNA0szMzMx8U0AFAAAAAIBTQDgzMzMzg1NAa2ZmZmaGU0CemZmZmYlTQNLMzMzMjFNABQAAAACQU0A4MzMzM5NTQGtmZmZmllNAnpmZmZmZU0DSzMzMzJxTQAUAAAAAoFNAODMzMzOjU0BrZmZmZqZTQJ6ZmZmZqVNA0szMzMysU0AFAAAAALBTQDgzMzMzs1NAa2ZmZma2U0CemZmZmblTQNLMzMzMvFNABQAAAADAU0A4MzMzM8NTQGtmZmZmxlNAnpmZmZnJU0DSzMzMzMxTQAUAAAAA0FNAODMzMzPTU0BrZmZmZtZTQJ6ZmZmZ2VNA0szMzMzcU0AFAAAAAOBTQDgzMzMz41NAa2ZmZmbmU0CfmZmZmelTQNLMzMzM7FNABQAAAADwU0A4MzMzM/NTQGtmZmZm9lNAn5mZmZn5U0DSzMzMzPxTQAUAAAAAAFRAODMzMzMDVEBrZmZmZgZUQJ+ZmZmZCVRA0szMzMwMVEAFAAAAABBUQDgzMzMzE1RAa2ZmZmYWVECfmZmZmRlUQNLMzMzMHFRABQAAAAAgVEA4MzMzMyNUQGtmZmZmJlRAn5mZmZkpVEDSzMzMzCxUQAUAAAAAMFRAODMzMzMzVEBrZmZmZjZUQJ+ZmZmZOVRA0szMzMw8VEAFAAAAAEBUQDgzMzMzQ1RAa2ZmZmZGVECfmZmZmUlUQNLMzMzMTFRABQAAAABQVEA4MzMzM1NUQGtmZmZmVlRAn5mZmZlZVEDSzMzMzFxUQAUAAAAAYFRAODMzMzNjVEBrZmZmZmZUQJ+ZmZmZaVRA0szMzMxsVEAFAAAAAHBUQDgzMzMzc1RAa2ZmZmZ2VECfmZmZmXlUQNLMzMzMfFRABQAAAACAVEA4MzMzM4NUQGtmZmZmhlRAn5mZmZmJVEDSzMzMzIxUQAUAAAAAkFRAODMzMzOTVEBrZmZmZpZUQJ+ZmZmZmVRA0szMzMycVEAFAAAAAKBUQDgzMzMzo1RAbGZmZmamVECfmZmZmalUQNLMzMzMrFRABQAAAACwVEA4MzMzM7NUQGxmZmZmtlRAn5mZmZm5VEDSzMzMzLxUQAUAAAAAwFRAODMzMzPDVEBsZmZmZsZUQJ+ZmZmZyVRA0szMzMzMVEAFAAAAANBUQDgzMzMz01RAbGZmZmbWVECfmZmZmdlUQNLMzMzM3FRABQAAAADgVEA4MzMzM+NUQGxmZmZm5lRAn5mZmZnpVEDSzMzMzOxUQAUAAAAA8FRAODMzMzPzVEBsZmZmZvZUQJ+ZmZmZ+VRA0szMzMz8VEAFAAAAAABVQDgzMzMzA1VAbGZmZmYGVUCfmZmZmQlVQNLMzMzMDFVABQAAAAAQVUA4MzMzMxNVQGxmZmZmFlVAn5mZmZkZVUDSzMzMzBxVQAUAAAAAIFVAODMzMzMjVUBsZmZmZiZVQJ+ZmZmZKVVA0szMzMwsVUAFAAAAADBVQDgzMzMzM1VAbGZmZmY2VUCfmZmZmTlVQNLMzMzMPFVABQAAAABAVUA4MzMzM0NVQGxmZmZmRlVAn5mZmZlJVUDSzMzMzExVQAUAAAAAUFVAODMzMzNTVUBsZmZmZlZVQJ+ZmZmZWVVA0szMzMxcVUAFAAAAAGBVQDgzMzMzY1VAbGZmZmZmVUCfmZmZmWlVQNLMzMzMbFVABQAAAABwVUA4MzMzM3NVQGxmZmZmdlVAn5mZmZl5VUDSzMzMzHxVQAUAAAAAgFVAOTMzMzODVUBsZmZmZoZVQJ+ZmZmZiVVA0szMzMyMVUAFAAAAAJBVQDkzMzMzk1VAbGZmZmaWVUCfmZmZmZlVQNLMzMzMnFVABQAAAACgVUA5MzMzM6NVQGxmZmZmplVAn5mZmZmpVUDSzMzMzKxVQAUAAAAAsFVAOTMzMzOzVUBsZmZmZrZVQJ+ZmZmZuVVA0szMzMy8VUAFAAAAAMBVQDkzMzMzw1VAbGZmZmbGVUCfmZmZmclVQNLMzMzMzFVABQAAAADQVUA5MzMzM9NVQGxmZmZm1lVAn5mZmZnZVUDSzMzMzNxVQAUAAAAA4FVAOTMzMzPjVUBsZmZmZuZVQJ+ZmZmZ6VVA0szMzMzsVUAFAAAAAPBVQDkzMzMz81VAbGZmZmb2VUCfmZmZmflVQNLMzMzM/FVABQAAAAAAVkA5MzMzMwNWQGxmZmZmBlZAn5mZmZkJVkDSzMzMzAxWQAUAAAAAEFZAOTMzMzMTVkBsZmZmZhZWQJ+ZmZmZGVZA0szMzMwcVkAFAAAAACBWQDkzMzMzI1ZAbGZmZmYmVkCfmZmZmSlWQNLMzMzMLFZABQAAAAAwVkA5MzMzMzNWQGxmZmZmNlZAn5mZmZk5VkDSzMzMzDxWQAYAAAAAQFZAOTMzMzNDVkBsZmZmZkZWQJ+ZmZmZSVZA0szMzMxMVkAGAAAAAFBWQDkzMzMzU1ZAbGZmZmZWVkCfmZmZmVlWQNLMzMzMXFZABgAAAABgVkA5MzMzM2NWQGxmZmZmZlZAn5mZmZlpVkDSzMzMzGxWQAYAAAAAcFZAOTMzMzNzVkBsZmZmZnZWQJ+ZmZmZeVZA0szMzMx8VkAGAAAAAIBWQDkzMzMzg1ZAbGZmZmaGVkCfmZmZmYlWQNLMzMzMjFZABgAAAACQVkA5MzMzM5NWQGxmZmZmllZAn5mZmZmZVkDSzMzMzJxWQAYAAAAAoFZAOTMzMzOjVkBsZmZmZqZWQJ+ZmZmZqVZA0szMzMysVkAGAAAAALBWQDkzMzMzs1ZAbGZmZma2VkCfmZmZmblWQNLMzMzMvFZABgAAAADAVkA5MzMzM8NWQGxmZmZmxlZAn5mZmZnJVkDSzMzMzMxWQAYAAAAA0FZAOTMzMzPTVkBsZmZmZtZWQJ+ZmZmZ2VZA0szMzMzcVkAGAAAAAOBWQDkzMzMz41ZAbGZmZmbmVkCfmZmZmelWQNLMzMzM7FZABgAAAADwVkA5MzMzM/NWQGxmZmZm9lZAn5mZmZn5VkDSzMzMzPxWQAYAAAAAAFdAOTMzMzMDV0BsZmZmZgZXQJ+ZmZmZCVdA0szMzMwMV0AGAAAAABBXQDkzMzMzE1dAbGZmZmYWV0CfmZmZmRlXQNPMzMzMHFdABgAAAAAgV0A5MzMzMyNXQGxmZmZmJldAn5mZmZkpV0DTzMzMzCxXQAYAAAAAMFdAOTMzMzMzV0BsZmZmZjZXQJ+ZmZmZOVdA08zMzMw8V0AGAAAAAEBXQDkzMzMzQ1dAbGZmZmZGV0CfmZmZmUlXQNPMzMzMTFdABgAAAABQV0A5MzMzM1NXQGxmZmZmVldAn5mZmZlZV0DTzMzMzFxXQAYAAAAAYFdAOTMzMzNjV0BsZmZmZmZXQJ+ZmZmZaVdA08zMzMxsV0AGAAAAAHBXQDkzMzMzc1dAbGZmZmZ2V0CfmZmZmXlXQNPMzMzMfFdABgAAAACAV0A5MzMzM4NXQGxmZmZmhldAn5mZmZmJV0DTzMzMzIxXQAYAAAAAkFdAOTMzMzOTV0BsZmZmZpZXQJ+ZmZmZmVdA08zMzMycV0AGAAAAAKBXQDkzMzMzo1dAbGZmZmamV0CfmZmZmalXQNPMzMzMrFdABgAAAACwV0A5MzMzM7NXQGxmZmZmtldAn5mZmZm5V0DTzMzMzLxXQAYAAAAAwFdAOTMzMzPDV0BsZmZmZsZXQJ+ZmZmZyVdA08zMzMzMV0AGAAAAANBXQDkzMzMz01dAbGZmZmbWV0CgmZmZmdlXQNPMzMzM3FdABgAAAADgV0A5MzMzM+NXQGxmZmZm5ldAoJmZmZnpV0DTzMzMzOxXQAYAAAAA8FdAOTMzMzPzV0BsZmZmZvZXQKCZmZmZ+VdA08zMzMz8V0AGAAAAAABYQDkzMzMzA1hAbGZmZmYGWECgmZmZmQlYQNPMzMzMDFhABgAAAAAQWEA5MzMzMxNYQGxmZmZmFlhAoJmZmZkZWEDTzMzMzBxYQAYAAAAAIFhAOTMzMzMjWEBsZmZmZiZYQKCZmZmZKVhA08zMzMwsWEAGAAAAADBYQDkzMzMzM1hAbGZmZmY2WECgmZmZmTlYQNPMzMzMPFhABgAAAABAWEA5MzMzM0NYQGxmZmZmRlhAoJmZmZlJWEDTzMzMzExYQAYAAAAAUFhAOTMzMzNTWEBsZmZmZlZYQKCZmZmZWVhA08zMzMxcWEAGAAAAAGBYQDkzMzMzY1hAbGZmZmZmWECgmZmZmWlYQNPMzMzMbFhABgAAAABwWEA5MzMzM3NYQGxmZmZmdlhAoJmZmZl5WEDTzMzMzHxYQAYAAAAAgFhAOTMzMzODWEBsZmZmZoZYQKCZmZmZiVhA08zMzMyMWEAGAAAAAJBYQDkzMzMzk1hAbGZmZmaWWECgmZmZmZlYQNPMzMzMnFhABgAAAACgWEA5MzMzM6NYQGxmZmZmplhAoJmZmZmpWEDTzMzMzKxYQAYAAAAAsFhAOTMzMzOzWEBtZmZmZrZYQKCZmZmZuVhA08zMzMy8WEAGAAAAAMBYQDkzMzMzw1hAbWZmZmbGWECgmZmZmclYQNPMzMzMzFhABgAAAADQWEA5MzMzM9NYQG1mZmZm1lhAoJmZmZnZWEDTzMzMzNxYQAYAAAAA4FhAOTMzMzPjWEBtZmZmZuZYQKCZmZmZ6VhA08zMzMzsWEAGAAAAAPBYQDkzMzMz81hAbWZmZmb2WECgmZmZmflYQNPMzMzM/FhABgAAAAAAWUA5MzMzMwNZQG1mZmZmBllAoJmZmZkJWUDTzMzMzAxZQAYAAAAAEFlAOTMzMzMTWUBtZmZmZhZZQKCZmZmZGVlA08zMzMwcWUAGAAAAACBZQDkzMzMzI1lAbWZmZmYmWUCgmZmZmSlZQNPMzMzMLFlABgAAAAAwWUA5MzMzMzNZQG1mZmZmNllAoJmZmZk5WUDTzMzMzDxZQAYAAAAAQFlAOTMzMzNDWUBtZmZmZkZZQKCZmZmZSVlA08zMzMxMWUAGAAAAAFBZQDkzMzMzU1lAbWZmZmZWWUCgmZmZmVlZQNPMzMzMXFlABgAAAABgWUA5MzMzM2NZQG1mZmZmZllAoJmZmZlpWUDTzMzMzGxZQAYAAAAAcFlAOjMzMzNzWUBtZmZmZnZZQKCZmZmZeVlA08zMzMx8WUAGAAAAAIBZQDozMzMzg1lAbWZmZmaGWUCgmZmZmYlZQNPMzMzMjFlABgAAAACQWUA6MzMzM5NZQG1mZmZmlllAoJmZmZmZWUDTzMzMzJxZQAYAAAAAoFlAOjMzMzOjWUBtZmZmZqZZQKCZmZmZqVlA08zMzMysWUAGAAAAALBZQDozMzMzs1lAbWZmZma2WUCgmZmZmblZQNPMzMzMvFlABgAAAADAWUA6MzMzM8NZQG1mZmZmxllAoJmZmZnJWUDTzMzMzMxZQAYAAAAA0FlAOjMzMzPTWUBtZmZmZtZZQKCZmZmZ2VlA08zMzMzcWUAGAAAAAOBZQDozMzMz41lAbWZmZmbmWUCgmZmZmelZQNPMzMzM7FlABgAAAADwWUA6MzMzM/NZQG1mZmZm9llAoJmZmZn5WUDTzMzMzPxZQAYAAAAAAFpAOjMzMzMDWkBtZmZmZgZaQKCZmZmZCVpA08zMzMwMWkAGAAAAABBaQDozMzMzE1pAbWZmZmYWWkCgmZmZmRlaQNPMzMzMHFpABgAAAAAgWkA6MzMzMyNaQG1mZmZmJlpAoJmZmZkpWkDTzMzMzCxaQAYAAAAAMFpAOjMzMzMzWkBtZmZmZjZaQKCZmZmZOVpA08zMzMw8WkAGAAAAAEBaQDozMzMzQ1pAbWZmZmZGWkCgmZmZmUlaQNPMzMzMTFpABwAAAABQWkA6MzMzM1NaQG1mZmZmVlpAoJmZmZlZWkDTzMzMzFxaQAcAAAAAYFpAOjMzMzNjWkBtZmZmZmZaQKCZmZmZaVpA08zMzMxsWkAHAAAAAHBaQDozMzMzc1pAbWZmZmZ2WkCgmZmZmXlaQNPMzMzMfFpABwAAAACAWkA6MzMzM4NaQG1mZmZmhlpAoJmZmZmJWkDTzMzMzIxaQAcAAAAAkFpAOjMzMzOTWkBtZmZmZpZaQKCZmZmZmVpA08zMzMycWkAHAAAAAKBaQDozMzMzo1pAbWZmZmamWkCgmZmZmalaQNPMzMzMrFpABwAAAACwWkA6MzMzM7NaQG1mZmZmtlpAoJmZmZm5WkDTzMzMzLxaQAcAAAAAwFpAOjMzMzPDWkBtZmZmZsZaQKCZmZmZyVpA08zMzMzMWkAHAAAAANBaQDozMzMz01pAbWZmZmbWWkCgmZmZmdlaQNPMzMzM3FpABwAAAADgWkA6MzMzM+NaQG1mZmZm5lpAoJmZmZnpWkDTzMzMzOxaQAcAAAAA8FpAOjMzMzPzWkBtZmZmZvZaQKCZmZmZ+VpA08zMzMz8WkAHAAAAAABbQDozMzMzA1tAbWZmZmYGW0CgmZmZmQlbQNTMzMzMDFtABwAAAAAQW0A6MzMzMxNbQG1mZmZ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kFA0czMzMxMQUA3MzMzM1NBQJ6ZmZmZWUFABAAAAABgQUBrZmZmZmZBQNHMzMzMbEFANzMzMzNzQUCemZmZmXlBQAQAAAAAgEFAa2ZmZmaGQUDRzMzMzIxBQDczMzMzk0FAnpmZmZmZQUAEAAAAAKBBQGtmZmZmpkFA0czMzMysQUA4MzMzM7NBQJ6ZmZmZuUFABAAAAADAQUBrZmZmZsZBQNHMzMzMzEFAODMzMzPTQUCemZmZmdlBQAQAAAAA4EFAa2ZmZmbmQUDRzMzMzOxBQDgzMzMz80FAnpmZmZn5QUAEAAAAAABCQGtmZmZmBkJA0czMzMwMQkA4MzMzMxNCQJ6ZmZmZGUJABAAAAAAgQkBrZmZmZiZCQNHMzMzMLEJAODMzMzMzQkCemZmZmTlCQAQAAAAAQEJAa2ZmZmZGQkDRzMzMzExCQDgzMzMzU0JAnpmZmZlZQkAEAAAAAGBCQGtmZmZmZkJA0czMzMxsQkA4MzMzM3NCQJ6ZmZmZeUJABAAAAACAQkBrZmZmZoZCQNHMzMzMjEJAODMzMzOTQkCemZmZmZlCQAUAAAAAoEJAa2ZmZmamQkDRzMzMzKxCQDgzMzMzs0JAnpmZmZm5QkAFAAAAAMBCQGtmZmZmxkJA0czMzMzMQkA4MzMzM9NCQJ6ZmZmZ2UJABQAAAADgQkBrZmZmZuZCQNHMzMzM7EJAODMzMzPzQkCemZmZmflCQAUAAAAAAENAa2ZmZmYGQ0DRzMzMzAxDQDgzMzMzE0NAnpmZmZkZQ0AFAAAAACBDQGtmZmZmJkNA0czMzMwsQ0A4MzMzMzNDQJ6ZmZmZOUNABQAAAABAQ0BrZmZmZkZDQNLMzMzMTENAODMzMzNTQ0CemZmZmVlDQAUAAAAAYENAa2ZmZmZmQ0DSzMzMzGxDQDgzMzMzc0NAnpmZmZl5Q0AFAAAAAIBDQGtmZmZmhkNA0szMzMyMQ0A4MzMzM5NDQJ6ZmZmZmUNABQAAAACgQ0BrZmZmZqZDQNLMzMzMrENAODMzMzOzQ0CemZmZmblDQAUAAAAAwENAa2ZmZmbGQ0DSzMzMzMxDQDgzMzMz00NAnpmZmZnZQ0AFAAAAAOBDQGtmZmZm5kNA0szMzMzsQ0A4MzMzM/NDQJ6ZmZmZ+UNABQAAAAAAREBrZmZmZgZEQNLMzMzMDERAODMzMzMTRECemZmZmRlEQAUAAAAAIERAa2ZmZmYmREDSzMzMzCxEQDgzMzMzM0RAn5mZmZk5REAFAAAAAEBEQGtmZmZmRkRA0szMzMxMREA4MzMzM1NEQJ+ZmZmZWURABQAAAABgREBrZmZmZmZEQNLMzMzMbERAODMzMzNzRECfmZmZmXlEQAUAAAAAgERAa2ZmZmaGREDSzMzMzIxEQDgzMzMzk0RAn5mZmZmZREAFAAAAAKBEQGtmZmZmpkRA0szMzMysREA4MzMzM7NEQJ+ZmZmZuURABQAAAADAREBrZmZmZsZEQNLMzMzMzERAODMzMzPTRECfmZmZmdlEQAUAAAAA4ERAbGZmZmbmREDSzMzMzOxEQDgzMzMz80RAn5mZmZn5REAFAAAAAABFQGxmZmZmBkVA0szMzMwMRUA4MzMzMxNFQJ+ZmZmZGUVABQAAAAAgRUBsZmZmZiZFQNLMzMzMLEVAODMzMzMzRUCfmZmZmTlFQAUAAAAAQEVAbGZmZmZGRUDSzMzMzExFQDgzMzMzU0VAn5mZmZlZRUAFAAAAAGBFQGxmZmZmZkVA0szMzMxsRUA4MzMzM3NFQJ+ZmZmZeUVABQAAAACARUBsZmZmZoZFQNLMzMzMjEVAODMzMzOTRUCfmZmZmZlFQAUAAAAAoEVAbGZmZmamRUDSzMzMzKxFQDgzMzMzs0VAn5mZmZm5RUAFAAAAAMBFQGxmZmZmxkVA0szMzMzMRUA5MzMzM9NFQJ+ZmZmZ2UVABQAAAADgRUBsZmZmZuZFQNLMzMzM7EVAOTMzMzPzRUCfmZmZmflFQAUAAAAAAEZAbGZmZmYGRkDSzMzMzAxGQDkzMzMzE0ZAn5mZmZkZRkAFAAAAACBGQGxmZmZmJkZA0szMzMwsRkA5MzMzMzNGQJ+ZmZmZOUZABQAAAABARkBsZmZmZkZGQNLMzMzMTEZAOTMzMzNTRkCfmZmZmVlGQAUAAAAAYEZAbGZmZmZmRkDSzMzMzGxGQDkzMzMzc0ZAn5mZmZl5RkAGAAAAAIBGQGxmZmZmhkZA0szMzMyMRkA5MzMzM5NGQJ+ZmZmZmUZABgAAAACgRkBsZmZmZqZGQNLMzMzMrEZAOTMzMzOzRkCfmZmZmblGQAYAAAAAwEZAbGZmZmbGRkDSzMzMzMxGQDkzMzMz00ZAn5mZmZnZRkAGAAAAAOBGQGxmZmZm5kZA0szMzMzsRkA5MzMzM/NGQJ+ZmZmZ+UZABgAAAAAAR0BsZmZmZgZHQNLMzMzMDEdAOTMzMzMTR0CfmZmZmRlHQAYAAAAAIEdAbGZmZmYmR0DSzMzMzCxHQDkzMzMzM0dAn5mZmZk5R0AGAAAAAEBHQGxmZmZmRkdA0szMzMxMR0A5MzMzM1NHQJ+ZmZmZWUdABgAAAABgR0BsZmZmZmZHQNPMzMzMbEdAOTMzMzNzR0CfmZmZmXlHQAYAAAAAgEdAbGZmZmaGR0DTzMzMzIxHQDkzMzMzk0dAn5mZmZmZR0AGAAAAAKBHQGxmZmZmpkdA08zMzMysR0A5MzMzM7NHQJ+ZmZmZuUdABgAAAADAR0BsZmZmZsZHQNPMzMzMzEdAOTMzMzPTR0CfmZmZmdlHQAYAAAAA4EdAbGZmZmbmR0DTzMzMzOxHQDkzMzMz80dAn5mZmZn5R0AGAAAAAABIQGxmZmZmBkhA08zMzMwMSEA5MzMzMxNIQKCZmZmZGUhABgAAAAAgSEBsZmZmZiZIQNPMzMzMLEhAOTMzMzMzSECgmZmZmTlIQAYAAAAAQEhAbGZmZmZGSEDTzMzMzExIQDkzMzMzU0hAoJmZmZlZSEAGAAAAAGBIQGxmZmZmZkhA08zMzMxsSEA5MzMzM3NIQKCZmZmZeUhABgAAAACASEBsZmZmZoZIQNPMzMzMjEhAOTMzMzOTSECgmZmZmZlIQAYAAAAAoEhAbGZmZmamSEDTzMzMzKxIQDkzMzMzs0hAoJmZmZm5SEAGAAAAAMBIQGxmZmZmxkhA08zMzMzMSEA5MzMzM9NIQKCZmZmZ2UhABgAAAADgSEBsZmZmZuZIQNPMzMzM7EhAOTMzMzPzSECgmZmZmflIQAYAAAAAAElAbWZmZmYGSUDTzMzMzAxJQDkzMzMzE0lAoJmZmZkZSUAGAAAAACBJQG1mZmZmJklA08zMzMwsSUA5MzMzMzNJQKCZmZmZOUlABgAAAABASUBtZmZmZkZJQNPMzMzMTElAOTMzMzNTSUCgmZmZmVlJQAYAAAAAYElAbWZmZmZmSUDTzMzMzGxJQDkzMzMzc0lAoJmZmZl5SUAGAAAAAIBJQG1mZmZmhklA08zMzMyMSUA5MzMzM5NJQKCZmZmZmUlABgAAAACgSUBtZmZmZqZJQNPMzMzMrElAOjMzMzOzSUCgmZmZmblJQAYAAAAAwElAbWZmZmbGSUDTzMzMzMxJQDozMzMz00lAoJmZmZnZSUAGAAAAAOBJQG1mZmZm5klA08zMzMzsSUA6MzMzM/NJQKCZmZmZ+UlABgAAAAAASkBtZmZmZgZKQNPMzMzMDEpAOjMzMzMTSkCgmZmZmRlKQAYAAAAAIEpAbWZmZmYmSkDTzMzMzCxKQDozMzMzM0pAoJmZmZk5SkAGAAAAAEBKQG1mZmZmRkpA08zMzMxMSkA6MzMzM1NKQKCZmZmZWUpABgAAAABgSkBtZmZmZmZKQNPMzMzMbEpAOjMzMzNzSkCgmZmZmXlKQAYAAAAAgEpAbWZmZmaGSkDTzMzMzIxKQDozMzMzk0pAoJmZmZmZSkAHAAAAAKBKQG1mZmZmpkpA08zMzMysSkA6MzMzM7NKQKCZmZmZuUpABwAAAADASkBtZmZmZsZKQNPMzMzMzEpAOjMzMzPTSkCgmZmZmdlKQAcAAAAA4EpAbWZmZmbmSkDTzMzMzOxKQDozMzMz80pAoJmZmZn5SkAHAAAAAABLQG1mZmZmBktA08zMzMwMS0A6MzMzMxNLQKCZmZmZGUtABwAAAAAgS0BtZmZmZiZLQNPMzMzMLEtAOjMzMzMzS0CgmZmZmTlLQAcAAAAAQEtAbWZmZmZGS0DUzMzMzExLQDozMzMzU0tAoJmZmZlZS0AHAAAAAGBLQG1mZmZmZktA1MzMzMxsS0A6MzMzM3NLQKCZmZmZeUtABwAAAACAS0BtZmZmZoZLQNTMzMzMjEtAOjMzMzOTS0CgmZmZmZlLQAcAAAAAoEtAbWZmZmamS0DUzMzMzKxLQDozMzMzs0tAoJmZmZm5S0AHAAAAAMBLQG1mZmZmxktA1MzMzMzMS0A6MzMzM9NLQKCZmZmZ2UtABwAAAADgS0BtZmZmZuZLQNTMzMzM7EtAOjMzMzPzS0CgmZmZmflLQAcAAAAAAExAbWZmZmYGTEDUzMzMzAxMQDozMzMzE0xAoJmZmZkZTEAHAAAAACBMQG1mZmZmJkxA1MzMzMwsTEA6MzMzMzNMQKGZmZmZOUxABwAAAABATEBtZmZmZkZMQNTMzMzMTExAOjMzMzNTTEChmZmZmVlMQAcAAAAAYExAbWZmZmZmTEDUzMzMzGxMQDozMzMzc0xAoZmZmZl5TEAHAAAAAIBMQG1mZmZmhkxA1MzMzMyMTEA6MzMzM5NMQKGZmZmZmUxABwAAAACgTEBtZmZmZqZMQNTMzMzMrExAOjMzMzOzTEChmZmZmblMQAcAAAAAwExAbWZmZmbGTEDUzMzMzMxMQDozMzMz00xAoZmZmZnZTEAHAAAAAOBMQG5mZmZm5kxA1MzMzMzsTEA6MzMzM/NMQKGZmZmZ+UxABwAAAAAATUBuZmZmZgZNQNTMzMzMDE1AOjMzMzMTTUChmZmZmRlNQAcAAAAAIE1AbmZmZmYmTUDUzMzMzCxNQDozMzMzM01AoZmZmZk5TUAHAAAAAEBNQG5mZmZmRk1A1MzMzMxMTUA6MzMzM1NNQKGZmZmZWU1ABwAAAABgTUBuZmZmZmZNQNTMzMzMbE1AOjMzMzNzTUChmZmZmXlNQAcAAAAAgE1AbmZmZmaGTUDUzMzMzIxNQDozMzMzk01AoZmZmZmZTUAHAAAAAKBNQG5mZmZmpk1A1MzMzMysTUA6MzMzM7NNQKGZmZmZuU1ABwAAAADATUBuZmZmZsZNQNTMzMzMzE1AOzMzMzPTTUChmZmZmdlNQAcAAAAA4E1AbmZmZmbmTUDUzMzMzOxNQDszMzMz801AoZmZmZn5TUAHAAAAAABOQG5mZmZmBk5A1MzMzMwMTkA7MzMzMxNOQKGZmZmZGU5ABwAAAAAgTkBuZmZmZiZOQNTMzMzMLE5AOzMzMzMzTkChmZmZmTlOQAcAAAAAQE5AbmZmZmZGTkDUzMzMzExOQDszMzMzU05AoZmZmZlZTkAHAAAAAGBOQG5mZmZmZk5A1MzMzMxsTkA7MzMzM3NOQKGZmZmZeU5ACAAAAACATkBuZmZmZoZOQNTMzMzMjE5AOzMzMzOTTkChmZmZmZlOQAgAAAAAoE5AbmZmZmamTkDUzMzMzKxOQDszMzMzs05AoZmZmZm5TkAIAAAAAMBOQG5mZmZmxk5A1MzMzMzMTkA7MzMzM9NOQKGZmZmZ2U5ACAAAAADgTkBuZmZmZuZOQNTMzMzM7E5AOzMzMzPzTkChmZmZmflOQAgAAAAAAE9AbmZmZmYGT0DUzMzMzAxPQDszMzMzE09AoZmZmZkZT0AIAAAAACBPQG5mZmZmJk9A1MzMzMwsT0A7MzMzMzNPQKGZmZmZOU9ACAAAAABAT0BuZmZmZkZPQNTMzMzMTE9AOzMzMzNTT0ChmZmZmVlPQAgAAAAAYE9AbmZmZmZmT0DVzMzMzGxPQDszMzMzc09AoZmZmZl5T0AIAAAAAIBPQG5mZmZmhk9A1czMzMyMT0A7MzMzM5NPQKGZmZmZmU9ACAAAAACgT0BuZmZmZqZPQNXMzMzMrE9AOzMzMzOzT0ChmZmZmblPQAgAAAAAwE9AbmZmZmbGT0DVzMzMzMxPQDszMzMz009AoZmZmZnZT0AIAAAAAOBPQG5mZmZm5k9A1czMzMzsT0A7MzMzM/NPQKGZmZmZ+U9ABAAAAAAAUEA3MzMzMwNQQGpmZmZmBlBAnpmZmZkJUEDRzMzMzAxQQAQAAAAAEFBANzMzMzMTUEBqZmZmZhZQQJ6ZmZmZGVBA0czMzMwcUEAEAAAAACBQQDczMzMzI1BAamZmZmYmUECemZmZmSlQQNHMzMzMLFBABAAAAAAwUEA3MzMzMzNQQGpmZmZmNlBAnpmZmZk5UEDRzMzMzDxQQAQAAAAAQFBANzMzMzNDUEBqZmZmZkZQQJ6ZmZmZSVBA0czMzMxMUEAEAAAAAFBQQDczMzMzU1BAamZmZmZWUECemZmZmVlQQNHMzMzMXFBABAAAAABgUEA3MzMzM2NQQGpmZmZmZlBAnpmZmZlpUEDRzMzMzGxQQAQAAAAAcFBANzMzMzNzUEBqZmZmZnZQQJ6ZmZmZeVBA0czMzMx8UEAEAAAAAIBQQDczMzMzg1BAamZmZmaGUECemZmZmYlQQNHMzMzMjFBABAAAAACQUEA3MzMzM5NQQGpmZmZmllBAnpmZmZmZUEDRzMzMzJxQQAQAAAAAoFBANzMzMzOjUEBqZmZmZqZQQJ6ZmZmZqVBA0czMzMysUEAEAAAAALBQQDczMzMzs1BAa2ZmZma2UECemZmZmblQQNHMzMzMvFBABAAAAADAUEA3MzMzM8NQQGtmZmZmxlBAnpmZmZnJUEDRzMzMzMxQQAQAAAAA0FBANzMzMzPTUEBrZmZmZtZQQJ6ZmZmZ2VBA0czMzMzcUEAEAAAAAOBQQDczMzMz41BAa2ZmZmbmUECemZmZmelQQNHMzMzM7FBABAAAAADwUEA3MzMzM/NQQGtmZmZm9lBAnpmZmZn5UEDRzMzMzPxQQAQAAAAAAFFANzMzMzMDUUBrZmZmZgZRQJ6ZmZmZCVFA0czMzMwMUUAEAAAAABBRQDczMzMzE1FAa2ZmZmYWUUCemZmZmRlRQNHMzMzMHFFABAAAAAAgUUA3MzMzMyNRQGtmZmZmJlFAnpmZmZkpUUDRzMzMzCxRQAQAAAAAMFFANzMzMzMzUUBrZmZmZjZRQJ6ZmZmZOVFA0czMzMw8UUAEAAAAAEBRQDczMzMzQ1FAa2ZmZmZGUUCemZmZmUlRQNHMzMzMTFFABAAAAABQUUA3MzMzM1NRQGtmZmZmVlFAnpmZmZlZUUDRzMzMzFxRQAQAAAAAYFFANzMzMzNjUUBrZmZmZmZRQJ6ZmZmZaVFA0czMzMxsUUAEAAAAAHBRQDgzMzMzc1FAa2ZmZmZ2UUCemZmZmXlRQNHMzMzMfFFABAAAAACAUUA4MzMzM4NRQGtmZmZmhlFAnpmZmZmJUUDRzMzMzIxRQAQAAAAAkFFAODMzMzOTUUBrZmZmZpZRQJ6ZmZmZmVFA0czMzMycUUAEAAAAAKBRQDgzMzMzo1FAa2ZmZmamUUCemZmZmalRQNHMzMzMrFFABAAAAACwUUA4MzMzM7NRQGtmZmZmtlFAnpmZmZm5UUDRzMzMzLxRQAQAAAAAwFFAODMzMzPDUUBrZmZmZsZRQJ6ZmZmZyVFA0czMzMzMUUAEAAAAANBRQDgzMzMz01FAa2ZmZmbWUUCemZmZmdlRQNHMzMzM3FFABAAAAADgUUA4MzMzM+NRQGtmZmZm5lFAnpmZmZnpUUDRzMzMzOxRQAQAAAAA8FFAODMzMzPzUUBrZmZmZvZRQJ6ZmZmZ+VFA0czMzMz8UUAEAAAAAABSQDgzMzMzA1JAa2ZmZmYGUkCemZmZmQlSQNHMzMzMDFJABAAAAAAQUkA4MzMzMxNSQGtmZmZmFlJAnpmZmZkZUkDRzMzMzBxSQAQAAAAAIFJAODMzMzMjUkBrZmZmZiZSQJ6ZmZmZKVJA0czMzMwsUkAEAAAAADBSQDgzMzMzM1JAa2ZmZmY2UkCemZmZmTlSQNHMzMzMPFJABAAAAABAUkA4MzMzM0NSQGtmZmZmRlJAnpmZmZlJUkDRzMzMzExSQAUAAAAAUFJAODMzMzNTUkBrZmZmZlZSQJ6ZmZmZWVJA0czMzMxcUkAFAAAAAGBSQDgzMzMzY1JAa2ZmZmZmUkCemZmZmWlSQNHMzMzMbFJABQAAAABwUkA4MzMzM3NSQGtmZmZmdlJAnpmZmZl5UkDRzMzMzHxSQAUAAAAAgFJAODMzMzODUkBrZmZmZoZSQJ6ZmZmZiVJA0czMzMyMUkAFAAAAAJBSQDgzMzMzk1JAa2ZmZmaWUkCemZmZmZlSQNHMzMzMnFJABQAAAACgUkA4MzMzM6NSQGtmZmZmplJAnpmZmZmpUkDRzMzMzKxSQAUAAAAAsFJAODMzMzOzUkBrZmZmZrZSQJ6ZmZmZuVJA0czMzMy8UkAFAAAAAMBSQDgzMzMzw1JAa2ZmZmbGUkCemZmZmclSQNHMzMzMzFJABQAAAADQUkA4MzMzM9NSQGtmZmZm1lJAnpmZmZnZUkDRzMzMzNxSQAUAAAAA4FJAODMzMzPjUkBrZmZmZuZSQJ6ZmZmZ6VJA0czMzMzsUkAFAAAAAPBSQDgzMzMz81JAa2ZmZmb2UkCemZmZmflSQNHMzMzM/FJABQAAAAAAU0A4MzMzMwNTQGtmZmZmBlNAnpmZmZkJU0DSzMzMzAxTQAUAAAAAEFNAODMzMzMTU0BrZmZmZhZTQJ6ZmZmZGVNA0szMzMwcU0AFAAAAACBTQDgzMzMzI1NAa2ZmZmYmU0CemZmZmSlTQNLMzMzMLFNABQAAAAAwU0A4MzMzMzNTQGtmZmZmNlNAnpmZmZk5U0DSzMzMzDxTQAUAAAAAQFNAODMzMzNDU0BrZmZmZkZTQJ6ZmZmZSVNA0szMzMxMU0AFAAAAAFBTQDgzMzMzU1NAa2ZmZmZWU0CemZmZmVlTQNLMzMzMXFNABQAAAABgU0A4MzMzM2NTQGtmZmZmZlNAnpmZmZlpU0DSzMzMzGxTQAUAAAAAcFNAODMzMzNzU0BrZmZmZnZTQJ6ZmZmZeVNA0szMzMx8U0AFAAAAAIBTQDgzMzMzg1NAa2ZmZmaGU0CemZmZmYlTQNLMzMzMjFNABQAAAACQU0A4MzMzM5NTQGtmZmZmllNAnpmZmZmZU0DSzMzMzJxTQAUAAAAAoFNAODMzMzOjU0BrZmZmZqZTQJ6ZmZmZqVNA0szMzMysU0AFAAAAALBTQDgzMzMzs1NAa2ZmZma2U0CemZmZmblTQNLMzMzMvFNABQAAAADAU0A4MzMzM8NTQGtmZmZmxlNAnpmZmZnJU0DSzMzMzMxTQAUAAAAA0FNAODMzMzPTU0BrZmZmZtZTQJ6ZmZmZ2VNA0szMzMzcU0AFAAAAAOBTQDgzMzMz41NAa2ZmZmbmU0CfmZmZmelTQNLMzMzM7FNABQAAAADwU0A4MzMzM/NTQGtmZmZm9lNAn5mZmZn5U0DSzMzMzPxTQAUAAAAAAFRAODMzMzMDVEBrZmZmZgZUQJ+ZmZmZCVRA0szMzMwMVEAFAAAAABBUQDgzMzMzE1RAa2ZmZmYWVECfmZmZmRlUQNLMzMzMHFRABQAAAAAgVEA4MzMzMyNUQGtmZmZmJlRAn5mZmZkpVEDSzMzMzCxUQAUAAAAAMFRAODMzMzMzVEBrZmZmZjZUQJ+ZmZmZOVRA0szMzMw8VEAFAAAAAEBUQDgzMzMzQ1RAa2ZmZmZGVECfmZmZmUlUQNLMzMzMTFRABQAAAABQVEA4MzMzM1NUQGtmZmZmVlRAn5mZmZlZVEDSzMzMzFxUQAUAAAAAYFRAODMzMzNjVEBrZmZmZmZUQJ+ZmZmZaVRA0szMzMxsVEAFAAAAAHBUQDgzMzMzc1RAa2ZmZmZ2VECfmZmZmXlUQNLMzMzMfFRABQAAAACAVEA4MzMzM4NUQGtmZmZmhlRAn5mZmZmJVEDSzMzMzIxUQAUAAAAAkFRAODMzMzOTVEBrZmZmZpZUQJ+ZmZmZmVRA0szMzMycVEAFAAAAAKBUQDgzMzMzo1RAbGZmZmamVECfmZmZmalUQNLMzMzMrFRABQAAAACwVEA4MzMzM7NUQGxmZmZmtlRAn5mZmZm5VEDSzMzMzLxUQAUAAAAAwFRAODMzMzPDVEBsZmZmZsZUQJ+ZmZmZyVRA0szMzMzMVEAFAAAAANBUQDgzMzMz01RAbGZmZmbWVECfmZmZmdlUQNLMzMzM3FRABQAAAADgVEA4MzMzM+NUQGxmZmZm5lRAn5mZmZnpVEDSzMzMzOxUQAUAAAAA8FRAODMzMzPzVEBsZmZmZvZUQJ+ZmZmZ+VRA0szMzMz8VEAFAAAAAABVQDgzMzMzA1VAbGZmZmYGVUCfmZmZmQlVQNLMzMzMDFVABQAAAAAQVUA4MzMzMxNVQGxmZmZmFlVAn5mZmZkZVUDSzMzMzBxVQAUAAAAAIFVAODMzMzMjVUBsZmZmZiZVQJ+ZmZmZKVVA0szMzMwsVUAFAAAAADBVQDgzMzMzM1VAbGZmZmY2VUCfmZmZmTlVQNLMzMzMPFVABQAAAABAVUA4MzMzM0NVQGxmZmZmRlVAn5mZmZlJVUDSzMzMzExVQAUAAAAAUFVAODMzMzNTVUBsZmZmZlZVQJ+ZmZmZWVVA0szMzMxcVUAFAAAAAGBVQDgzMzMzY1VAbGZmZmZmVUCfmZmZmWlVQNLMzMzMbFVABQAAAABwVUA4MzMzM3NVQGxmZmZmdlVAn5mZmZl5VUDSzMzMzHxVQAUAAAAAgFVAOTMzMzODVUBsZmZmZoZVQJ+ZmZmZiVVA0szMzMyMVUAFAAAAAJBVQDkzMzMzk1VAbGZmZmaWVUCfmZmZmZlVQNLMzMzMnFVABQAAAACgVUA5MzMzM6NVQGxmZmZmplVAn5mZmZmpVUDSzMzMzKxVQAUAAAAAsFVAOTMzMzOzVUBsZmZmZrZVQJ+ZmZmZuVVA0szMzMy8VUAFAAAAAMBVQDkzMzMzw1VAbGZmZmbGVUCfmZmZmclVQNLMzMzMzFVABQAAAADQVUA5MzMzM9NVQGxmZmZm1lVAn5mZmZnZVUDSzMzMzNxVQAUAAAAA4FVAOTMzMzPjVUBsZmZmZuZVQJ+ZmZmZ6VVA0szMzMzsVUAFAAAAAPBVQDkzMzMz81VAbGZmZmb2VUCfmZmZmflVQNLMzMzM/FVABQAAAAAAVkA5MzMzMwNWQGxmZmZmBlZAn5mZmZkJVkDSzMzMzAxWQAUAAAAAEFZAOTMzMzMTVkBsZmZmZhZWQJ+ZmZmZGVZA0szMzMwcVkAFAAAAACBWQDkzMzMzI1ZAbGZmZmYmVkCfmZmZmSlWQNLMzMzMLFZABQAAAAAwVkA5MzMzMzNWQGxmZmZmNlZAn5mZmZk5VkDSzMzMzDxWQAYAAAAAQFZAOTMzMzNDVkBsZmZmZkZWQJ+ZmZmZSVZA0szMzMxMVkAGAAAAAFBWQDkzMzMzU1ZAbGZmZmZWVkCfmZmZmVlWQNLMzMzMXFZABgAAAABgVkA5MzMzM2NWQGxmZmZmZlZAn5mZmZlpVkDSzMzMzGxWQAYAAAAAcFZAOTMzMzNzVkBsZmZmZnZWQJ+ZmZmZeVZA0szMzMx8VkAGAAAAAIBWQDkzMzMzg1ZAbGZmZmaGVkCfmZmZmYlWQNLMzMzMjFZABgAAAACQVkA5MzMzM5NWQGxmZmZmllZAn5mZmZmZVkDSzMzMzJxWQAYAAAAAoFZAOTMzMzOjVkBsZmZmZqZWQJ+ZmZmZqVZA0szMzMysVkAGAAAAALBWQDkzMzMzs1ZAbGZmZma2VkCfmZmZmblWQNLMzMzMvFZABgAAAADAVkA5MzMzM8NWQGxmZmZmxlZAn5mZmZnJVkDSzMzMzMxWQAYAAAAA0FZAOTMzMzPTVkBsZmZmZtZWQJ+ZmZmZ2VZA0szMzMzcVkAGAAAAAOBWQDkzMzMz41ZAbGZmZmbmVkCfmZmZmelWQNLMzMzM7FZABgAAAADwVkA5MzMzM/NWQGxmZmZm9lZAn5mZmZn5VkDSzMzMzPxWQAYAAAAAAFdAOTMzMzMDV0BsZmZmZgZXQJ+ZmZmZCVdA0szMzMwMV0AGAAAAABBXQDkzMzMzE1dAbGZmZmYWV0CfmZmZmRlXQNPMzMzMHFdABgAAAAAgV0A5MzMzMyNXQGxmZmZmJldAn5mZmZkpV0DTzMzMzCxXQAYAAAAAMFdAOTMzMzMzV0BsZmZmZjZXQJ+ZmZmZOVdA08zMzMw8V0AGAAAAAEBXQDkzMzMzQ1dAbGZmZmZGV0CfmZmZmUlXQNPMzMzMTFdABgAAAABQV0A5MzMzM1NXQGxmZmZmVldAn5mZmZlZV0DTzMzMzFxXQAYAAAAAYFdAOTMzMzNjV0BsZmZmZmZXQJ+ZmZmZaVdA08zMzMxsV0AGAAAAAHBXQDkzMzMzc1dAbGZmZmZ2V0CfmZmZmXlXQNPMzMzMfFdABgAAAACAV0A5MzMzM4NXQGxmZmZmhldAn5mZmZmJV0DTzMzMzIxXQAYAAAAAkFdAOTMzMzOTV0BsZmZmZpZXQJ+ZmZmZmVdA08zMzMycV0AGAAAAAKBXQDkzMzMzo1dAbGZmZmamV0CfmZmZmalXQNPMzMzMrFdABgAAAACwV0A5MzMzM7NXQGxmZmZmtldAn5mZmZm5V0DTzMzMzLxXQAYAAAAAwFdAOTMzMzPDV0BsZmZmZsZXQJ+ZmZmZyVdA08zMzMzMV0AGAAAAANBXQDkzMzMz01dAbGZmZmbWV0CgmZmZmdlXQNPMzMzM3FdABgAAAADgV0A5MzMzM+NXQGxmZmZm5ldAoJmZmZnpV0DTzMzMzOxXQAYAAAAA8FdAOTMzMzPzV0BsZmZmZvZXQKCZmZmZ+VdA08zMzMz8V0AGAAAAAABYQDkzMzMzA1hAbGZmZmYGWECgmZmZmQlYQNPMzMzMDFhABgAAAAAQWEA5MzMzMxNYQGxmZmZmFlhAoJmZmZkZWEDTzMzMzBxYQAYAAAAAIFhAOTMzMzMjWEBsZmZmZiZYQKCZmZmZKVhA08zMzMwsWEAGAAAAADBYQDkzMzMzM1hAbGZmZmY2WECgmZmZmTlYQNPMzMzMPFhABgAAAABAWEA5MzMzM0NYQGxmZmZmRlhAoJmZmZlJWEDTzMzMzExYQAYAAAAAUFhAOTMzMzNTWEBsZmZmZlZYQKCZmZmZWVhA08zMzMxcWEAGAAAAAGBYQDkzMzMzY1hAbGZmZmZmWECgmZmZmWlYQNPMzMzMbFhABgAAAABwWEA5MzMzM3NYQGxmZmZmdlhAoJmZmZl5WEDTzMzMzHxYQAYAAAAAgFhAOTMzMzODWEBsZmZmZoZYQKCZmZmZiVhA08zMzMyMWEAGAAAAAJBYQDkzMzMzk1hAbGZmZmaWWECgmZmZmZlYQNPMzMzMnFhABgAAAACgWEA5MzMzM6NYQGxmZmZmplhAoJmZmZmpWEDTzMzMzKxYQAYAAAAAsFhAOTMzMzOzWEBtZmZmZrZYQKCZmZmZuVhA08zMzMy8WEAGAAAAAMBYQDkzMzMzw1hAbWZmZmbGWECgmZmZmclYQNPMzMzMzFhABgAAAADQWEA5MzMzM9NYQG1mZmZm1lhAoJmZmZnZWEDTzMzMzNxYQAYAAAAA4FhAOTMzMzPjWEBtZmZmZuZYQKCZmZmZ6VhA08zMzMzsWEAGAAAAAPBYQDkzMzMz81hAbWZmZmb2WECgmZmZmflYQNPMzMzM/FhABgAAAAAAWUA5MzMzMwNZQG1mZmZmBllAoJmZmZkJWUDTzMzMzAxZQAYAAAAAEFlAOTMzMzMTWUBtZmZmZhZZQKCZmZmZGVlA08zMzMwcWUAGAAAAACBZQDkzMzMzI1lAbWZmZmYmWUCgmZmZmSlZQNPMzMzMLFlABgAAAAAwWUA5MzMzMzNZQG1mZmZmNllAoJmZmZk5WUDTzMzMzDxZQAYAAAAAQFlAOTMzMzNDWUBtZmZmZkZZQKCZmZmZSVlA08zMzMxMWUAGAAAAAFBZQDkzMzMzU1lAbWZmZmZWWUCgmZmZmVlZQNPMzMzMXFlABgAAAABgWUA5MzMzM2NZQG1mZmZmZllAoJmZmZlpWUDTzMzMzGxZQAYAAAAAcFlAOjMzMzNzWUBtZmZmZnZZQKCZmZmZeVlA08zMzMx8WUAGAAAAAIBZQDozMzMzg1lAbWZmZmaGWUCgmZmZmYlZQNPMzMzMjFlABgAAAACQWUA6MzMzM5NZQG1mZmZmlllAoJmZmZmZWUDTzMzMzJxZQAYAAAAAoFlAOjMzMzOjWUBtZmZmZqZZQKCZmZmZqVlA08zMzMysWUAGAAAAALBZQDozMzMzs1lAbWZmZma2WUCgmZmZmblZQNPMzMzMvFlABgAAAADAWUA6MzMzM8NZQG1mZmZmxllAoJmZmZnJWUDTzMzMzMxZQAYAAAAA0FlAOjMzMzPTWUBtZmZmZtZZQKCZmZmZ2VlA08zMzMzcWUAGAAAAAOBZQDozMzMz41lAbWZmZmbmWUCgmZmZmelZQNPMzMzM7FlABgAAAADwWUA6MzMzM/NZQG1mZmZm9llAoJmZmZn5WUDTzMzMzPxZQAYAAAAAAFpAOjMzMzMDWkBtZmZmZgZaQKCZmZmZCVpA08zMzMwMWkAGAAAAABBaQDozMzMzE1pAbWZmZmYWWkCgmZmZmRlaQNPMzMzMHFpABgAAAAAgWkA6MzMzMyNaQG1mZmZmJlpAoJmZmZkpWkDTzMzMzCxaQAYAAAAAMFpAOjMzMzMzWkBtZmZmZjZaQ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+ " const render_items = [{\"docid\":\"5df9c437-0f1e-49e5-888c-8415bbace366\",\"roots\":{\"p1001\":\"b705d6bb-d687-4738-a4f3-07e8a974f10b\"},\"root_ids\":[\"p1001\"]}];\n", + " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", + " }\n", + " if (root.Bokeh !== undefined) {\n", + " embed_document(root);\n", + " } else {\n", + " let attempts = 0;\n", + " const timer = setInterval(function(root) {\n", + " if (root.Bokeh !== undefined) {\n", + " clearInterval(timer);\n", + " embed_document(root);\n", + " } else {\n", + " attempts++;\n", + " if (attempts > 100) {\n", + " clearInterval(timer);\n", + " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", + " }\n", + " }\n", + " }, 10, root)\n", + " }\n", + "})(window);" + ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { - "id": "p1285" + "id": "p1001" } }, "output_type": "display_data" } ], - "execution_count": 24 + "source": [ + "compute_pattern__SrTiO3_Pm3m()" + ] }, { + "cell_type": "code", + "execution_count": 10, + "id": "452f3b490817c37e", "metadata": { "ExecuteTime": { "end_time": "2024-07-23T12:12:22.123955Z", "start_time": "2024-07-23T12:12:22.056113Z" } }, - "cell_type": "code", - "source": "compute_pattern__SrTiO3_Pnma()", - "id": "452f3b490817c37e", "outputs": [ { "data": { "text/html": [ "\n", - "
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rPwAAAOCJUeI/AAAAYAcj3D8AAABAIAfYPwAAAMBI4NU/AAAAII2Z1D8AAABAmOLTPwAAACCPTtM/AAAAwFDq0j8AAADADKzSPwAAACCwjdI/AAAAoACL0j8AAAAA9qDSPwAAAMBhzdI/AAAAYMEO0z8AAABgF2TTPwAAAKDbzNM/AAAAAOZI1D8AAACAZdjUPwAAAADee9U/AAAAIBY01j8AAAAALALXPwAAAMCK59c/AAAAIPLl2D8AAACghv/ZPwAAAKDCNts/AAAAoKaO3D8AAABgtwrePwAAAIAVr98/AAAAYFTA4D8AAACAjMLhPwAAAICzyeI/AAAAINsJ5D8AAADgp2/lPwAAACDKAOc/AAAAoA7E6D8AAAAA1sHqPwAAAIBYBO0/AAAAQPWX7z8AAAAgCEbxPwAAAADe+fI/AAAAIKXz9D8AAADA8EL3PwAAAED5+/k/AAAAoN06/T8AAABgypUAQAAAAEBaEQNAAAAAgNxxBkAAAADAq6sLQAAAAMCMiRJAAAAAwFzsG0AAAABA1IsnQAAAACB1JzVAAAAAQK0JQ0AAAACg8WRQQAAAAEA1UFpAAAAAgLxnY0AAAADALxtqQAAAAOCT3W9AAAAAQHuJcUAAAAAgalFxQAAAAADktW5AAAAAIIqXaEAAAABASeNhQAAAACB1xVdAAAAAYEEZTUAAAAAgu6xAQAAAACDzcjJAAAAAAE64JEAAAADg0yUZQAAAAMAXLhFAAAAAQFo+CkAAAACAUpUFQAAAAOD3dwJAAAAAYNAgAEAAAAAALYD8PwAAAOBhZPk/AAAAwC3H9j8AAADge470PwAAAAB8p/I/AAAAwG4D8T8AAAAg5C3vPwAAAODssew/AAAAgCeE6j8AAACA7JjoPwAAACBy5uY/AAAAQOFk5T8AAABAvQ3kPwAAAOB92+I/AAAA4LTJ4T8AAACAg9TgPwAAAGCO8d8/AAAAgLpn3j8AAACA9AbdPwAAAECby9s/AAAAoH6y2j8AAADgI7nZPwAAACCP3dg/AAAAICEe2D8AAADg0XnXPwAAAGDs79Y/AAAAAEWA1j8AAAAgKCvWPwAAAGBi8dU/AAAAQB1+1T8AAABgC4HVPwAAAAACptU/AAAAoDDx1T8AAABATWjWPwAAAIANE9c/AAAAgJH81z8AAAAAozbZPwAAAGDY49o/AAAAwOtU3T8AAADAmqngPwAAAEBhZOQ/AAAA4CP66z8AAABgQMj1PwAAAKBGhgJAAAAAQNoiEEAAAACgg0obQAAAAMCFrSVAAAAAoNLIL0AAAACAe081QAAAAKDK9zlAAAAAwMqRPEAAAADg5Tk8QAAAAOANEDlAAAAAAGYeNEAAAABg4mItQAAAAAB9pSNAAAAAYNBJGEAAAADgSUsMQAAAACB0EwBAAAAAwMDS8j8AAABAeiLoPwAAAGAHfOE/AAAAIGUl3D8AAACAAzTYPwAAAKAAj9U/AAAAQECR0z8AAACARvjRPwAAAEBGptA/AAAAgLMVzz8AAABAxDbNPwAAAID4n8s/AAAAoHBFyj8AAABg6B3JPwAAAMD2Icg/AAAAoOdLxz8AAACgFZfGPwAAAADr/8U/AAAAQJWDxT8AAAAg1x/FPwAAAAAQ08Q/AAAAIAmcxD8AAAAgAHrEPwAAAOCQbMQ/AAAAILNzxD8AAABgvI/EPwAAAKBiwcQ/AAAAAL0JxT8AAABgTmrFPwAAAEAi5cU/AAAAAMR8xj8AAADgfzTHPwAAAIBgEMg/AAAAIGoVyT8AAABA/EnKPwAAAEDZtcs/AAAAwPVizT8AAABgs13PPwAAAIDn2tA/AAAAgP0/0j8AAACgtN7TPwAAAECH5dU/AAAAgLJp2D8AAABAtrPbPwAAAEC+OeA/AAAAwKQt5D8AAAAAFLDrPwAAAMB/cfU/AAAAwB9SAkAAAABgdEwQQAAAAAA1hhxAAAAAoHOkJ0AAAADAXCwyQAAAACBSoDlAAAAAQOd3QEAAAACA+i1DQAAAAKDAHERAAAAAQJ7uQkAAAADg0A5AQAAAAMBoszhAAAAAgMRTMUAAAACAYVEmQAAAAOBttBpAAAAAIERdDkAAAAAg1REBQAAAAOAnHfQ/AAAAIA9B6j8AAACAXVDjPwAAACCeM98/AAAAoHij2j8AAACAT2rXPwAAAKCL6tQ/AAAAwIvi0j8AAABgZjLRPwAAAODSjc8/AAAAAOUlzT8AAADA9RjLPwAAAIC/V8k/AAAAIDvWxz8AAABgtorGPwAAAECnbcU/AAAA4Nd4xD8AAADAaqfDPwAAACB29cI/AAAAwMdfwj8AAAAA8+PBPwAAAGAGgME/AAAAQJ0ywT8AAAAAwfrAPwAAACDf18A/AAAAoM/JwD8AAACAzNDAPwAAAIB67cA/AAAAQOogwT8AAADgsmzBPwAAAODv0sE/AAAAAHhWwj8AAABg5PrCPwAAACDKxMM/AAAAQBa6xD8AAACgLuLFPwAAAOC5Rsc/AAAAgAv0yD8AAADAc/rKPwAAAOA8cc0/AAAA4LY+0D8AAAAAITTSPwAAAOCg7dQ/AAAA4FVg2D8AAACArB3gPwAAAEAh7uc/AAAAAE7X8z8AAAAgaX4BQAAAAACF5g5AAAAAoEUnGkAAAACgLqokQAAAAIDXEi5AAAAAADQANEAAAAAgry44QAAAAADzZTpAAAAAoK/kOUAAAABgndk2QAAAAGCqQDJAAAAAAJaOKkAAAACAVLIhQAAAAKCYzRVAAAAAYMxCCUAAAACgT2n8PwAAAAAyUfA/AAAAIFFP5D8AAACAomXcPwAAAICmEdY/AAAAAF1i0j8AAADAN83PPwAAAEAgDcw/AAAAwNoIyT8AAADA8IfGPwAAAKCGa8Q/AAAAoC6fwj8AAACguhPBPwAAAKBwe78/AAAAgOcnvT8AAAAgeh67PwAAAMCTU7k/AAAAwJ69tz8AAACgAlW2PwAAAGBGE7U/AAAAQDLzsz8AAACgaPCyPwAAAAAjB7I/AAAAIFM0sT8AAABgQnWwPwAAAGBrj68/AAAAIIVTrj8AAAAAYjOtPwAAAAA2LKw/AAAAQGs7qz8AAADA3V6qPwAAAICslKk/AAAAoB3bqD8AAAAgxzCoPwAAAOBQlKc/AAAAQJ0Epz8AAACgroCmPwAAAECVB6Y/AAAAQI+YpT8AAACA3jKlPwAAAADn1aQ/AAAA4BuBpD8AAAAg9zOkPwAAAEAN7qM/AAAAQPOuoz8AAACAUnajPwAAACDdQ6M/AAAAoEkXoz8AAABAiTuiPwAAAKD/G6I/AAAAwK8Boj8AAAAAaliiPwAAACBGSaI/AAAAYP0+oj8AAAAgejmiPwAAAKCsOKI/AAAAoIo8oj8AAABgD0WiPwAAAKA6UqI/AAAAQBNkoj8AAAAgo3qiPwAAAAD6laI/AAAAADC2oj8AAABAXtuiPwAAAICpBaM/AAAAADo1oz8AAABgPGqjPwAAACDtpKM/AAAAoIbloz8AAADAViykPwAAACCueaQ/AAAA4ObNpD8AAACgcSmlPwAAAGC/jKU/AAAA4F74pT8AAAAA5mymPwAAAOD76qY/AAAAoG5zpz8AAADgEAeoPwAAAADqpqg/AAAAoBNUqT8AAABgzA+qPwAAAMCY26o/AAAAoBa5qz8AAACARaqsPwAAACBYsa0/AAAA4NnQrj8AAAAg8wWwPwAAAMD2srA/AAAAYJpxsT8AAABgTUSyPwAAAID0LbM/AAAAwCMytD8AAAAAAVW1PwAAAKDFm7Y/AAAAYKwMuD8AAAAAYq+5PwAAAKCojbs/AAAAYHOzvT8AAADALRjAPwAAAAA9jME/AAAAYMpDwz8AAABAxVTFPwAAAKAk6Mc/AAAA4Mlayz8AAADgG0fQPwAAAGBFzdQ/AAAA4DCK3T8AAABgQnXnPwAAACBtE/Q/AAAAYL96AUAAAACgIJUNQAAAAMC6eRdAAAAAoI4+IUAAAAAAN0EnQAAAAOAbmSxAAAAAIFLdL0AAAAAA7/ovQAAAACCO5yxAAAAAYGepJ0AAAADgSakhQAAAAADDMRhAAAAAwNqxDkAAAACA/lgCQAAAAKDjVPU/AAAAQGZg6T8AAAAg/GXgPwAAAEDU4Nc/AAAAQANm0z8AAACApfTQPwAAAGB4484/AAAAINHLzD8AAADAkUDLPwAAAOBPF8o/AAAAIBo6yT8AAACAfpvIPwAAAOAfMsg/AAAAQCD3xz8AAAAggOXHPwAAAGCg+cc/AAAAoAIxyD8AAADAEIrIPwAAACANBMk/AAAAYOCeyT8AAABgM1vKPwAAAKBCOss/AAAAwO09zD8AAAAg5mjNPwAAAMBzvs4/AAAAAHYh0D8AAAAAvf3QPwAAAGA099E/AAAAYNIR0z8AAABgOlLUPwAAACBJvtU/AAAAoABd1z8AAABA+TbZPwAAAIASV9s/AAAAIILK3T8AAABAJVHgPwAAAGDg+eE/AAAAIEzt4z8AAABgkz7mPwAAAMBcCuk/AAAAYBWF7D8AAABgL5DwPwAAAGCc9vM/AAAAIIW8+T8AAABAnloCQAAAAMAdPQ1AAAAAICcsGUAAAABgWiAmQAAAAIAL7zJAAAAAIMWSPkAAAADgGuVGQAAAAIB8gk9AAAAAoIXOU0AAAABgN5xWQAAAAIB9SVdAAAAAwI2YVUAAAABg4B1SQAAAAMCrrUtAAAAA4H5cQ0AAAACAZfo4QAAAAEAMEy5AAAAAIEFJIUAAAABAbroTQAAAAODEmQdAAAAAQEYe/z8AAABAX/D2PwAAAOBxdPI/AAAA4KtM7z8AAABg5EvrPwAAAID3Leg/AAAAgGij5T8AAADgIoXjPwAAAECiu+E/AAAAoFQ24D8AAADA/NHdPwAAAGDWk9s/AAAAoCaj2T8AAADA4PPXPwAAAAAnfNY/AAAAwDA01T8AAACAeRXUPwAAAKDNGtM/AAAAIOU/0j8AAACgKIHRPwAAAIDE29A/AAAAQFNN0D8AAACg96fPPwAAAACW3M4/AAAAoEI2zj8AAABAi7PNPwAAAKCRU80/AAAAwDcWzT8AAAAAEPzMPwAAAKB1Bs0/AAAAwKo3zT8AAAAADpPNPwAAAOBLHc4/AAAAwL/czj8AAACAO9rPPwAAAKARkdA/AAAA4Chk0T8AAACA+njSPwAAAODg+NM/AAAAAJZH1j8AAACA7k/aPwAAAEAMCeE/AAAAIOrn6D8AAABgAdHzPwAAAKCKfABAAAAAQOcuC0AAAABAymMVQAAAAMB4bx9AAAAAIBFRJUAAAABA13sqQAAAAKB57i1AAAAA4G6SLkAAAADggC0sQAAAAIA+jydAAAAAAHT/IUAAAABgWE4ZQAAAAGCuiBBAAAAAoDdxBEAAAADg3LL4PwAAAEBHp+4/AAAAwHSu5D8AAACA0FPfPwAAAMAcVNo/AAAAIA+11z8AAAAA8S/WPwAAAODjNtU/AAAAgBOP1D8AAAAgex/UPwAAAAD229M/AAAAoHq90z8AAACAdL/TPwAAACC73tM/AAAA4CsZ1D8AAADAbG3UPwAAAKDX2tQ/AAAAYElh1T8AAABgNQHWPwAAAOB/u9Y/AAAA4IKR1z8AAAAANoXYPwAAAGDzmNk/AAAAQNnP2j8AAACgky3cPwAAAECStt0/AAAAAGFw3z8AAAAgs7DgPwAAAADXyOE/AAAA4FYF4z8AAACg8GvkPwAAAKDSA+Y/AAAA4I7V5z8AAAAgCuzpPwAAACCfVOw/AAAAoBwg7z8AAADAMTLxPwAAAIDkHvM/AAAAQH9q9T8AAACAmzX4PwAAAEDBv/s/AAAAINlMAEAAAABA1Q0EQAAAAEBEsApAAAAAwO64E0AAAAAg0xYgQAAAACDEwytAAAAAoNEFOEAAAAAAeAJEQAAAAAAbTE9AAAAAYAqrVkAAAACgHC9eQAAAAMDSXWJAAAAAAE1MZEAAAABgXEFkQAAAAAD/QGJAAAAAQIfiXUAAAABAi11WQAAAAMDyxk5AAAAAwDGfQ0AAAACgXIM3QAAAAOCPKStAAAAAwISLH0AAAAAAaGwTQAAAAABVcwpAAAAAQEYABEAAAAAAY1YAQAAAAAAz7fs/AAAAoLt0+D8AAABgIbj1PwAAAODAefM/AAAAwIyZ8T8AAABA2gPwPwAAAKDvVO0/AAAAYJwF6z8AAACgLAnpPwAAAMBTUuc/AAAAoLbW5T8AAACgyo3kPwAAAMDScOM/AAAA4Fd64j8AAADA1KXhPwAAAODD7+A/AAAAwDlV4D8AAADg+affPwAAAMCy1N4/AAAAABMu3j8AAADgkbLdPwAAAABqYd0/AAAAgMI63T8AAAAgoz/dPwAAAMAQct0/AAAAQCrV3T8AAABAa23ePwAAAKDfQN8/AAAAQMIr4D8AAACgBN7gPwAAAOAtvuE/AAAAwOjV4j8AAABgWzPkPwAAAMDE7uU/AAAAACc66D8AAACgp4jrPwAAAMBxdfA/AAAAoOdg9T8AAADgAe/+PwAAAOB5tQhAAAAAICbWFEAAAAAA/JghQAAAAKA5mixAAAAAIIDVNUAAAAAgvOc+QAAAAGCzH0RAAAAAwLn3R0AAAABgue1JQAAAAEAtWklAAAAAQLFwRkAAAACg3RhCQAAAAMCZwzpAAAAAQHFBMkAAAADA3jInQAAAAMA07BtAAAAAoMVnEEAAAAAg07QDQAAAAKANgvk/AAAAoMtd8j8AAABg7TPtPwAAAGDD2eg/AAAAAIP95T8AAACAVeTjPwAAAEAvP+I/AAAAgDvq4D8AAAAAcKXfPwAAAEBL2d0/AAAAoDJf3D8AAACAdCrbPwAAACAyMdo/AAAAQPNr2T8AAACA2dTYPwAAAKCDZ9g/AAAAoK0g2D8AAAAgAv7XPwAAACAJ/tc/AAAAwAcg2D8AAAAA9mPYPwAAAMBzytg/AAAAYOBU2T8AAAAgQAXaPwAAAIB93to/AAAAoFXk2z8AAACAixvdPwAAAEBGit4/AAAAIP0b4D8AAABgHBfhPwAAAIBaPOI/AAAAAAaT4z8AAADAfSTlPwAAAABp/OY/AAAAQCsq6T8AAADAQcLrPwAAAKDS4u4/AAAAoB1g8T8AAACgpOLzPwAAAMBNdPc/AAAAgEk//T8AAADAW9IDQAAAAKDWzQ1AAAAAgDhwGEAAAADAcN8kQAAAACDZrjFAAAAAoNCvPEAAAADAztFFQAAAAOCXw05AAAAA4Jn3U0AAAADAmblXQAAAAIDxoVlAAAAAQCoPWUAAAACgNjRWQAAAAOCU8VFAAAAAwMGdSkAAAACA6zhCQAAAAKA3OTdAAAAAgMD3K0AAAAAASVcgQAAAAAAhUhNAAAAAALBPCEAAAACgxd4AQAAAAICJ0/k/AAAAgAo49T8AAAAAtivyPwAAAGBq0+8/AAAAoIc77D8AAACA/kPpPwAAAOCOxOY/AAAA4C6k5D8AAAAA+NDiPwAAAEAZPeE/AAAAoPa73z8AAACg+VXdPwAAAMCjOts/AAAAwOxe2T8AAADAoLnXPwAAAOBwQ9Y/AAAAgB321D8AAABAn8zTPwAAAADGwtI/AAAAAPjU0T8AAACAWgDRPwAAAMBwQtA/AAAAwIwyzz8AAABghwbOPwAAAKAx/sw/AAAAgLgXzD8AAADgv1HLPwAAAKCiq8o/AAAAIFslyj8AAADghr/JPwAAAIChe8k/AAAA4A5cyT8AAADAcmTJPwAAAKAemsk/AAAAgEYFyj8AAACA/LPKPwAAAMDDwss/AAAAYBVyzT8AAADgbUPQPwAAACA9+tI/AAAAgApL2D8AAAAAt1HhPwAAAMDc5+o/AAAAADOv9T8AAACgekgBQAAAAICZWApAAAAAoFXVEkAAAABAwvkYQAAAAEApfx5AAAAAwOMFIUAAAACAFEMhQAAAAICBwx9AAAAAAOSnGkAAAAAgLYwUQAAAAOCKSQ1AAAAAYBNkA0AAAABAgFX4PwAAAOBxmu0/AAAA4KQp4j8AAADgEprXPwAAAICU2tA/AAAAoFqKyj8AAABAnnrGPwAAAAAY5MM/AAAAAMYGwj8AAAAgnI/APwAAAEDOs74/AAAAAJWnvD8AAACgt+W6PwAAAMDbX7k/AAAAYIkLuD8AAADAauC2PwAAAKAE2LU/AAAAoB7ttD8AAADAZRu0PwAAACBuX7M/AAAAAEu2sj8AAABgoh2yPwAAAEB8k7E/AAAAACIWsT8AAADANKSwPwAAAGB4PLA/AAAAoNe7rz8AAABgZA+vPwAAAOAHcq4/AAAA4IHirT8AAABgp1+tPwAAAKCE6Kw/AAAAoER8rD8AAACAIhqsPwAAAOCBwas/AAAAgMxxqz8AAABAiiqrPwAAACBS66o/AAAAgMGzqj8AAADAjYOqPwAAAOBuWqo/AAAAAC04qj8AAAAAmhyqPwAAACCOB6o/AAAAYIK2qj8AAAAgFbCqPwAAAED0r6o/AAAAIBi2qj8AAABggcKqPwAAAIA11ao/AAAAoEPuqj8AAABgvw2rPwAAAEDCM6s/AAAAgHFgqz8AAABA8pOrPwAAAKB6zqs/AAAAAEAQrD8AAABAgVmsPwAAAICNqqw/AAAAYLEDrT8AAAAAUGWtPwAAAKCTTaw/AAAAIGvFrD8AAADAC0etPwAAAMD50q0/AAAAwN5prj8AAADAZAyvPwAAAKBIu68/AAAAwLY7sD8AAACg2qCwPwAAAKCcDbE/AAAAgIuCsT8AAACARgCyPwAAAICOh7I/AAAAACQZsz8AAADg9bWzPwAAAKD+XrQ/AAAAoFQVtT8AAACASNq1PwAAAKA1r7Y/AAAA4MeVtz8AAABgyI+4PwAAAMA+n7k/AAAAgJvGuj8AAACgewi8PwAAAIATaL0/AAAAQOvovj8AAABgi0fAPwAAAGDEL8E/AAAAYN4vwj8AAADgOkvDPwAAAAC1hcQ/AAAAoNzjxT8AAABAT2vHPwAAAECIIsk/AAAAAKURyz8AAABgSULNPwAAAEBAwM8/AAAAgDZN0T8AAACgdfHSPwAAAGCb2NQ/AAAAwLMR1z8AAABAbbHZPwAAAAD819w/AAAAAIVf4D8AAAAgSvDiPwAAAMBsp+Y/AAAAgNEO7T8AAACAHfjzPwAAAEAuJP4/AAAAYO9wCEAAAAAAdmUUQAAAAKA6yyBAAAAAIOd8KkAAAACg6KUzQAAAAIDdJDtAAAAAQIVZQUAAAADA/mdEQAAAAKB68EVAAAAAgMV1RUAAAADA1CBDQAAAAKBRRD9AAAAAIBWUN0AAAACgRH8wQAAAAIAekyVAAAAAQBi+GkAAAABgeRIQQAAAAIBebQNAAAAAwIOz+D8AAAAgyiDxPwAAAOAuFeo/AAAAwLpd5T8AAADg81LiPwAAAEAIIeA/AAAAYPvU3D8AAADAjQnaPwAAAAABtdc/AAAAYMi91T8AAACAHhLUPwAAAED5pNI/AAAAIAFs0T8AAACAKl/QPwAAAKAN8M4/AAAAAKBizT8AAAAAxw3MPwAAAKCf6so/AAAAAL3zyT8AAABAwCTJPwAAAEAZesg/AAAAwBnxxz8AAACAqofHPwAAACBePMc/AAAAoFIOxz8AAABAKv3GPwAAAMAWCcc/AAAAgNYyxz8AAAAAwHvHPwAAAMDP5cc/AAAAYNBzyD8AAABAYCnJPwAAAABPC8o/AAAAQK0fyz8AAACANm7MPwAAAGD+AM4/AAAAwNfkzz8AAACgqRXRPwAAAODYdtI/AAAAAPUq1D8AAADALFvWPwAAACCOYNk/AAAAYHQC3j8AAABAcvXiPwAAAKDiL+o/AAAA4KfJ8z8AAACg7cX/PwAAAIBW9AlAAAAAgPDCFEAAAABgHLIfQAAAAEC+vSZAAAAAQOdmLkAAAAAgONIyQAAAAEBpczVAAAAAAMVbNkAAAADgIEA1QAAAAACVezJAAAAAAEKdLUAAAADgHPwlQAAAACDbbh5AAAA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+ " const render_items = [{\"docid\":\"0ead4bfc-9294-4255-832c-8651aa974167\",\"roots\":{\"p1072\":\"edcf1b09-fc16-4c9b-8126-c3b2931f4073\"},\"root_ids\":[\"p1072\"]}];\n", + " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", + " }\n", + " if (root.Bokeh !== undefined) {\n", + " embed_document(root);\n", + " } else {\n", + " let attempts = 0;\n", + " const timer = setInterval(function(root) {\n", + " if (root.Bokeh !== undefined) {\n", + " clearInterval(timer);\n", + " embed_document(root);\n", + " } else {\n", + " attempts++;\n", + " if (attempts > 100) {\n", + " clearInterval(timer);\n", + " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", + " }\n", + " }\n", + " }, 10, root)\n", + " }\n", + "})(window);" + ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { - "id": "p1356" + "id": "p1072" } }, "output_type": "display_data" } ], - "execution_count": 25 + "source": [ + "compute_pattern__SrTiO3_Pnma()" + ] }, { - "metadata": {}, "cell_type": "code", - "outputs": [], "execution_count": null, - "source": "", - "id": "50adfcd5c4bb70ea" + "id": "50adfcd5c4bb70ea", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/issues/pyCFML/cfml_utilities/powder_pattern_from_json/first-calc_vs_second-calc/script.py b/issues/pyCFML/cfml_utilities/powder_pattern_from_json/first-calc_vs_second-calc/script.py index f618551..8f37d2c 100644 --- a/issues/pyCFML/cfml_utilities/powder_pattern_from_json/first-calc_vs_second-calc/script.py +++ b/issues/pyCFML/cfml_utilities/powder_pattern_from_json/first-calc_vs_second-calc/script.py @@ -4,9 +4,8 @@ import matplotlib.pyplot as plt import numpy as np -#import cfml_utilities -#from pycrysfml import cfml_utilities -from pycrysfml import crysfml08lib +from pycrysfml import cfml_utilities +#from pycrysfml import crysfml08lib STUDY_DICT_PM3M = { @@ -102,8 +101,8 @@ def generated_x_array(study_dict:dict): return x def compute_pattern(study_dict:dict): - #_, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays - _, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays + _, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays + #_, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays y = y.astype(np.float64) return y From 59f2075a2fc69394a386b44a24000f2dda6b1804 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 16:56:59 +0200 Subject: [PATCH 76/99] Licensing (#11) * Updating Licence to comply with ILL rules * Updating Licence Classifier * Updating Licence Classifier * Revert name to Pycrysfml08 --------- Co-authored-by: Elisa Rebolini --- COPYING | 674 +++++++++++++++++++++++++++++++++++++++++++++++++ COPYING.lesser | 165 ++++++++++++ LICENSE | 41 +-- pyproject.toml | 7 +- 4 files changed, 868 insertions(+), 19 deletions(-) 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Such new +versions will be similar in spirit to the present version, but may +differ in detail to address new problems or concerns. + + Each version is given a distinguishing version number. If the +Library as you received it specifies that a certain numbered version +of the GNU Lesser General Public License "or any later version" +applies to it, you have the option of following the terms and +conditions either of that published version or of any later version +published by the Free Software Foundation. If the Library as you +received it does not specify a version number of the GNU Lesser +General Public License, you may choose any version of the GNU Lesser +General Public License ever published by the Free Software Foundation. + + If the Library as you received it specifies that a proxy can decide +whether future versions of the GNU Lesser General Public License shall +apply, that proxy's public statement of acceptance of any version is +permanent authorization for you to choose that version for the +Library. \ No newline at end of file diff --git a/LICENSE b/LICENSE index 96f1555..eafa644 100644 --- a/LICENSE +++ b/LICENSE @@ -1,19 +1,28 @@ -Copyright (c) 2018 The Python Packaging Authority +---------------------------------------------------- +Crystallographic Fortran Modules Library (CrysFML08) +---------------------------------------------------- -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: +The CrysFML08 project is distributed under LGPL. In agreement with the +Intergovernmental Convention of the ILL, this software cannot be used +in military applications. -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. +Copyright (C) 2019-2020 Institut Laue-Langevin (ILL), Grenoble, FRANCE + Universidad de La Laguna (ULL), Tenerife, SPAIN + Laboratoire Leon Brillouin(LLB), Saclay, FRANCE -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. +Authors: Juan Rodriguez-Carvajal (ILL) + Javier Gonzalez-Platas (ULL) + Nebil Ayape Katcho (ILL) + +This library is free software; you can redistribute it and/or +modify it under the terms of the GNU Lesser General Public +License as published by the Free Software Foundation; either +version 3.0 of the License, or (at your option) any later version. + +This library is distributed in the hope that it will be useful, +but WITHOUT ANY WARRANTY; without even the implied warranty of +MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU +Lesser General Public License for more details. + +You should have received a copy of the GNU Lesser General Public +License along with this library; if not, see . \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml index 65dfe24..692664e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -5,10 +5,11 @@ build-backend = 'hatchling.build' [project] name = 'pycrysfml' version = '0.1.0' -description = 'Testing packaging PyCrysFML08 from https://code.ill.fr/scientific-software/PyCrysFML08' +description = 'Testing packaging for Python API to CrysFML08 from https://code.ill.fr/scientific-software/CrysFML2008' authors = [ {name = 'Juan Rodríguez-Carvajal', email = 'jrc@ill.fr'}, - {name = 'Nebil Ayape Katcho', email = 'katcho@ill.fr'} + {name = 'Nebil Ayape Katcho', email = 'katcho@ill.fr'}, + {name = 'Javier Gonzalez-Platas', email = 'jplatas@ull.edu.es' } ] maintainers = [ {name = 'Elisa Rebolini', email = 'rebolini@ill.fr'}, @@ -18,7 +19,7 @@ readme = 'README.md' license = {file = 'LICENSE'} classifiers = [ 'Programming Language :: Python :: 3', - 'License :: OSI Approved :: MIT License', + 'License :: OSI Approved :: GNU Lesser General Public License v3 or later (LGPLv3+)', 'Operating System :: OS Independent' ] requires-python = '>=3.11' From da7b7911a03abd3aeb743ebe984ba34550849a36 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 17:15:14 +0200 Subject: [PATCH 77/99] Update project description --- README.md | 12 ++++++------ pyproject.toml | 2 +- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 3192bff..3688e86 100644 --- a/README.md +++ b/README.md @@ -4,12 +4,12 @@ This is a repository for testing the build process of both the fortran crystallo ### Build matrix -| Platform / Compiler | gfortran | ifx | ifort | nagfor | -| ------------------------- | -------- | ---------- | ------------- | ---------- | -| Windows 10 | ✅ | ✅ | ✅ | | -| Ubuntu 22.04 | ✅ | ✅ | ✅ | | -| macOS 12 (Intel) | ✅ | Unsupported | ✅ | | -| macOS 14 (Apple Silicone) | ✅ | Unsupported | Unsupported | ✅ Local | +| Platform / Compiler | gfortran | ifx | ifort | nagfor | +| ------------------------- | -------- | ----------- | ------------- | ---------- | +| Windows 10 | ✅ | ✅ | ✅ | | +| Ubuntu 22.04 | ✅ | ✅ | ✅ | | +| macOS 12 (Intel) | ✅ | Unsupported | ✅ | | +| macOS 14 (Apple Silicone) | ✅ | Unsupported | Unsupported | ✅ Local | ### Main steps diff --git a/pyproject.toml b/pyproject.toml index 692664e..e4dc914 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -5,7 +5,7 @@ build-backend = 'hatchling.build' [project] name = 'pycrysfml' version = '0.1.0' -description = 'Testing packaging for Python API to CrysFML08 from https://code.ill.fr/scientific-software/CrysFML2008' +description = 'Python API to CrysFML08 from https://code.ill.fr/scientific-software/CrysFML2008' authors = [ {name = 'Juan Rodríguez-Carvajal', email = 'jrc@ill.fr'}, {name = 'Nebil Ayape Katcho', email = 'katcho@ill.fr'}, From c5486b9e985ea9f4bc7a6943c2910a5926290c7f Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 17:15:39 +0200 Subject: [PATCH 78/99] Upload python wheel to GH releases --- .github/workflows/main.yml | 24 ++++++++++++++++++++++++ RELEASE.md | 5 +++++ 2 files changed, 29 insertions(+) create mode 100644 RELEASE.md diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index eaaa829..af9f4e6 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -32,6 +32,16 @@ jobs: - name: Check-out repository uses: actions/checkout@v4 + - name: Declare env variables on push only + if: github.event_name == 'push' + shell: bash + run: echo "BRANCH_NAME=${GITHUB_REF#refs/*/}" >> $GITHUB_ENV + + - name: Declare env variables on pull_request only + if: github.event_name == 'pull_request' + shell: bash + run: echo "BRANCH_NAME=$GITHUB_HEAD_REF" >> $GITHUB_ENV + - name: Set up Fortran compiler (FC) [all except Windows + gfortran] # except: use pre-installed gfortran if: runner.os != 'Windows' || matrix.toolchain.exe != 'gfortran' uses: fortran-lang/setup-fortran@v1 @@ -177,6 +187,20 @@ jobs: if-no-files-found: "error" compression-level: 0 + - name: Upload Python package wheel to releases (non-master branch) + if: github.event_name == 'push' && env.BRANCH_NAME != 'master' + uses: ncipollo/release-action@v1 + with: + draft: true + prerelease: true + allowUpdates: true + replacesArtifacts: true + token: ${{ secrets.GITHUB_TOKEN }} + artifacts: "${{ env.WHEEL_DIR }}/*.whl" + tag: ${{ env.BRANCH_NAME }} + name: ${{ env.BRANCH_NAME }} + bodyFile: "RELEASE.md" + tests: # the second job strategy: fail-fast: false diff --git a/RELEASE.md b/RELEASE.md new file mode 100644 index 0000000..0c4cdb8 --- /dev/null +++ b/RELEASE.md @@ -0,0 +1,5 @@ +This is the first release of the pycrysfml python library based on the new auto-generated Python API for CrysFML08 from https://code.ill.fr/scientific-software/CrysFML2008. + +### Features + +- Simulation of the powder diffraction pattern is implemented in `cfml_utilities`. From b981b791f214cc0d8821a49706e1df2ad550d1e3 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 21:36:17 +0200 Subject: [PATCH 79/99] Add new step to publish python wheels --- .github/workflows/main.yml | 228 +++++++++++++++++++++++++++++++------ __init__.py | 12 +- scripts.py | 15 ++- 3 files changed, 210 insertions(+), 45 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index af9f4e6..51c9a5e 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -6,7 +6,14 @@ on: # - cron: '*/120 8-18 * * *' # every 2 hours from 8:00 to 18:00 every day jobs: - wheel: # the first job + + ############################################################################## + # JOB + ############################################################################## + build: # the first job + + timeout-minutes: 30 + # current job matrix. if modified, remember to UPDATE the strategy in the next job strategy: fail-fast: false @@ -26,22 +33,10 @@ jobs: runs-on: ${{ matrix.os }} - timeout-minutes: 30 - steps: # job steps - name: Check-out repository uses: actions/checkout@v4 - - name: Declare env variables on push only - if: github.event_name == 'push' - shell: bash - run: echo "BRANCH_NAME=${GITHUB_REF#refs/*/}" >> $GITHUB_ENV - - - name: Declare env variables on pull_request only - if: github.event_name == 'pull_request' - shell: bash - run: echo "BRANCH_NAME=$GITHUB_HEAD_REF" >> $GITHUB_ENV - - name: Set up Fortran compiler (FC) [all except Windows + gfortran] # except: use pre-installed gfortran if: runner.os != 'Windows' || matrix.toolchain.exe != 'gfortran' uses: fortran-lang/setup-fortran@v1 @@ -54,14 +49,10 @@ jobs: if: runner.os == 'Windows' uses: ilammy/msvc-dev-cmd@v1 - #- name: debug - # shell: bash - # run: ifort -help - - name: Set up Python environment uses: actions/setup-python@v5 with: - python-version: 3.11 + python-version: '3.11' - name: Upgrade package installer for Python shell: bash @@ -187,21 +178,15 @@ jobs: if-no-files-found: "error" compression-level: 0 - - name: Upload Python package wheel to releases (non-master branch) - if: github.event_name == 'push' && env.BRANCH_NAME != 'master' - uses: ncipollo/release-action@v1 - with: - draft: true - prerelease: true - allowUpdates: true - replacesArtifacts: true - token: ${{ secrets.GITHUB_TOKEN }} - artifacts: "${{ env.WHEEL_DIR }}/*.whl" - tag: ${{ env.BRANCH_NAME }} - name: ${{ env.BRANCH_NAME }} - bodyFile: "RELEASE.md" - + ############################################################################## + # JOB + ############################################################################## tests: # the second job + + needs: build # previous job 'build' need to be finished first + + timeout-minutes: 30 + strategy: fail-fast: false matrix: @@ -220,10 +205,6 @@ jobs: runs-on: ${{ matrix.os }} - timeout-minutes: 30 - - needs: wheel # previous job need to be finished first - steps: # job steps - name: Check-out repository uses: actions/checkout@v4 @@ -231,7 +212,7 @@ jobs: - name: Set up python environment uses: actions/setup-python@v5 with: - python-version: 3.11 + python-version: '3.11' - name: Upgrade package installer for Python shell: bash @@ -271,3 +252,176 @@ jobs: - name: Run pyCFML functional tests shell: bash run: scripts/run_pycfml_functional_tests_no_benchmarks.sh + + ############################################################################## + # JOB + ############################################################################## + publish: # the third job + + needs: tests # previous job 'tests' need to be finished first + + if: always() # start this job even if the previous job failed + + timeout-minutes: 30 + + strategy: + fail-fast: false + matrix: + os: [ubuntu-22.04, windows-2022, macos-12, macos-14] + python-version: ['3.9', '3.10', '3.11', '3.12'] + toolchain: + - { exe: gfortran, compiler: gcc, version: 13 } + + runs-on: ${{ matrix.os }} + + steps: # job steps + - name: Check-out repository + uses: actions/checkout@v4 + + - name: Declare env variables on push only + if: github.event_name == 'push' + shell: bash + run: echo "BRANCH_NAME=${GITHUB_REF#refs/*/}" >> $GITHUB_ENV + + - name: Declare env variables on pull_request only + if: github.event_name == 'pull_request' + shell: bash + run: echo "BRANCH_NAME=$GITHUB_HEAD_REF" >> $GITHUB_ENV + + - name: Set up Fortran compiler (FC) [all except Windows + gfortran] # except: use pre-installed gfortran + if: runner.os != 'Windows' || matrix.toolchain.exe != 'gfortran' + uses: fortran-lang/setup-fortran@v1 + id: setup-fortran + with: + compiler: ${{ matrix.toolchain.compiler }} + version: ${{ matrix.toolchain.version }} + + - name: Set up NMake build tool [Windows] + if: runner.os == 'Windows' + uses: ilammy/msvc-dev-cmd@v1 + + - name: Set up Python environment + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} + + - name: Upgrade package installer for Python + shell: bash + run: pip install --upgrade pip + + - name: Install Python dependences + shell: bash + run: pip install '.[ci,test]' # ci extras from pyproject.toml + + - name: Fix reinstalling gcc [macOS] # needed because of `brew reinstall gcc` + if: runner.os == 'macOS' + shell: bash + run: echo "MACOSX_DEPLOYMENT_TARGET=$(sw_vers -productVersion)" >> $GITHUB_ENV + + - name: Create build scripts in scripts/scripts + shell: bash + run: > + python3 scripts.py + --platform ${{ runner.os }} + --compiler ${{ matrix.toolchain.exe }} + --mode debug + --bash-syntax + --enable-backslash-escapes + + - name: Print some build-specific variables + shell: bash + run: scripts/print_build_variables.sh # bash -x scripts/print_build_variables.sh for printing commands + + - name: Create scripts, CFML and pyCFML directories + shell: bash + run: | + scripts/create_cfml_repo_dir.sh + scripts/create_cfml_build_dir.sh + scripts/create_cfml_dist_dir.sh + scripts/create_pycfml_src_dir.sh + scripts/create_pycfml_build_dir.sh + scripts/create_pycfml_dist_dir.sh + + - name: Download CFML repository + shell: bash + run: scripts/download_cfml_repo.sh + + - name: Build CFML modules + shell: bash + run: | + scripts/rename_global_deps_file.sh + scripts/build_cfml_modules_obj.sh + scripts/delete_renamed_global_deps_file.sh + + - name: Build CFML static library + shell: bash + run: scripts/build_cfml_static_lib.sh + + - name: Make CFML distribution + shell: bash + run: scripts/move_built_to_cfml_dist.sh + + - name: Create pyCFML source code + shell: bash + run: scripts/create_pycfml_src.sh + + - name: Build pyCFML modules + shell: bash + run: scripts/build_pycfml_modules_obj.sh + + - name: Build pyCFML shared obj / dynamic library + shell: bash + run: | + scripts/build_pycfml_lib_obj.sh + scripts/build_pycfml_shared_obj_or_dynamic_lib.sh + + - name: Make pyCFML distribution + shell: bash + run: | + scripts/copy_built_to_pycfml_dist.sh + scripts/change_runpath_for_built_pycfml.sh + scripts/copy_extra_libs_to_pycfml_dist.sh + scripts/copy_py_api_files_to_pycfml_dist.sh + scripts/copy_init_file_to_pycfml_dist.sh + scripts/copy_cfml_databases_to_pycfml_dist.sh + + - name: Create Python package wheel of pyCFML + shell: bash + run: | + scripts/validate_pyproject_toml.sh + scripts/create_pycfml_python_wheel.sh + scripts/rename_pycfml_python_wheel.sh + + - name: Prepare for uploading Python package wheel of pyCFML + shell: bash + run: | + echo "WHEEL_DIR=$(python3 scripts.py --print-wheel-dir)" >> $GITHUB_ENV + echo "RELEASE_VERSION=$(python3 scripts.py --print-release-version)" >> $GITHUB_ENV + + - name: Upload Python package wheel to releases (non-master branch) + if: github.event_name == 'push' && env.BRANCH_NAME != 'master' + uses: ncipollo/release-action@v1 + with: + draft: true + prerelease: true + allowUpdates: true + replacesArtifacts: true + token: ${{ secrets.GITHUB_TOKEN }} + artifacts: "${{ env.WHEEL_DIR }}/*.whl" + tag: ${{ env.BRANCH_NAME }} + name: ${{ env.BRANCH_NAME }} + bodyFile: "RELEASE.md" + + - name: Upload Python package wheel to releases (master branch) + if: github.event_name == 'push' && env.BRANCH_NAME == 'master' + uses: ncipollo/release-action@v1 + with: + draft: true + prerelease: true + allowUpdates: true + replacesArtifacts: true + token: ${{ secrets.GITHUB_TOKEN }} + artifacts: "${{ env.WHEEL_DIR }}/*.whl" + tag: ${{ env.RELEASE_VERSION }} + name: ${{ env.RELEASE_VERSION }} + bodyFile: "RELEASE.md" diff --git a/__init__.py b/__init__.py index 6de57c8..7d61f7b 100644 --- a/__init__.py +++ b/__init__.py @@ -1,12 +1,12 @@ import os import sys +import importlib.metadata - -CURRENT_PATH = os.path.dirname(__file__) - +# Set package version +__version__ = importlib.metadata.version("pycrysfml") # Add current path to system path -sys.path.append(CURRENT_PATH) +sys.path.append(os.path.dirname(__file__)) -# Set en variable CRYSFML_DB to be the path to the Databases directory -os.environ['CRYSFML_DB'] = os.path.join(CURRENT_PATH, 'Databases') +# Set environment variable CRYSFML_DB to be the path to the Databases directory +os.environ['CRYSFML_DB'] = os.path.join(os.path.dirname(__file__), 'Databases') diff --git a/scripts.py b/scripts.py index 03bb861..6b0af4e 100644 --- a/scripts.py +++ b/scripts.py @@ -174,10 +174,14 @@ def _enable_backslash_escapes(): enable_backslash_escapes = ARGS.enable_backslash_escapes return enable_backslash_escapes -def _print_pcfml_wheel_dir(): +def _print_wheel_dir(): wheel_dir = CONFIG['pycfml']['dir']['dist-wheel'] print(wheel_dir) +def _print_release_version(): + release_version = PYPROJECT['project']['version'] + print(release_version) + def _compiler_name(): compiler = 'gfortran' # default if ARGS.compiler: @@ -413,6 +417,9 @@ def parsed_args(): parser.add_argument("--print-wheel-dir", action='store_true', help="print pycfml wheel directory name") + parser.add_argument("--print-release-version", + action='store_true', + help="print pycfml package version") return parser.parse_args() def loaded_pyproject(): @@ -1297,7 +1304,11 @@ def run_pycfml_functional_tests_no_benchmarks(): CONFIG = loaded_config('scripts.toml') if ARGS.print_wheel_dir: # NEED FIX. Maybe save extras to toml as in EDA? - _print_pcfml_wheel_dir() + _print_wheel_dir() + exit(0) + + if ARGS.print_release_version: # NEED FIX. Maybe save extras to toml as in EDA? + _print_release_version() exit(0) CFML = CONFIG['cfml']['log-name'] From 2902880fba2d4f05fffd86112be2f13534cba570 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 21:46:00 +0200 Subject: [PATCH 80/99] Fix required python version to be >= 3.9 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index e4dc914..858c986 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -22,7 +22,7 @@ classifiers = [ 'License :: OSI Approved :: GNU Lesser General Public License v3 or later (LGPLv3+)', 'Operating System :: OS Independent' ] -requires-python = '>=3.11' +requires-python = '>=3.9' dependencies = [ 'numpy<2' ] From 60bc8f15422de16fa907ae416b8a4d5d84898c7e Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 22:07:43 +0200 Subject: [PATCH 81/99] Add CI build on pull_request --- .github/workflows/main.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 51c9a5e..1b28e78 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -2,6 +2,7 @@ name: build-and-test on: push: + pull_request: #schedule: # - cron: '*/120 8-18 * * *' # every 2 hours from 8:00 to 18:00 every day From a581c557205955c963e66b3e17bd85b68affb2fb Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 22:19:05 +0200 Subject: [PATCH 82/99] Switch from tomllib to toml to support python <3.11 --- pyproject.toml | 3 ++- scripts.py | 13 ++++++++----- 2 files changed, 10 insertions(+), 6 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 858c986..a542df0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -31,7 +31,8 @@ dependencies = [ ci = [ 'validate-pyproject[all]', 'build', - 'wheel' + 'wheel', + 'toml' # need this, as tomllib is only available for python >=3.11 ] test = [ 'deepdiff', diff --git a/scripts.py b/scripts.py index 6b0af4e..cffbdd0 100644 --- a/scripts.py +++ b/scripts.py @@ -1,7 +1,8 @@ import os import sys import site -import tomllib +#import tomllib +import toml import argparse import sysconfig import platform @@ -424,14 +425,16 @@ def parsed_args(): def loaded_pyproject(): path = os.path.join(_project_dir(), 'pyproject.toml') - with open(path, 'rb') as f: - pyproject = tomllib.load(f) + #with open(path, 'rb') as f: + #pyproject = tomllib.load(f) + pyproject = toml.load(path) return pyproject def loaded_config(name: str): path = _config_path(name) - with open(path, 'rb') as f: - config = tomllib.load(f) + #with open(path, 'rb') as f: + #config = tomllib.load(f) + config = toml.load(path) if _bash_syntax(): for idx, build in enumerate(config['build-configs']): config['build-configs'][idx]['build-shared'] = build['build-shared'].replace('/', '-') From 5b819eea351bf8f77337e3ae6ac171d62cc06d09 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 22:29:31 +0200 Subject: [PATCH 83/99] Add missing toml lib --- .github/workflows/main.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 1b28e78..68d6323 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -61,7 +61,7 @@ jobs: - name: Install Python dependences shell: bash - run: pip install '.[ci,test]' # ci extras from pyproject.toml + run: pip install '.[ci,test]' # 'ci' and 'test' extras from pyproject.toml - name: Fix reinstalling gcc [macOS] # needed because of `brew reinstall gcc` if: runner.os == 'macOS' @@ -221,7 +221,7 @@ jobs: - name: Install Python dependences shell: bash - run: python3 -m pip install '.[test]' # test extras from pyproject.toml + run: pip install '.[ci,test]' # 'ci' and 'test' extras from pyproject.toml - name: Create job step scripts shell: bash @@ -312,7 +312,7 @@ jobs: - name: Install Python dependences shell: bash - run: pip install '.[ci,test]' # ci extras from pyproject.toml + run: pip install '.[ci,test]' # 'ci' and 'test' extras from pyproject.toml - name: Fix reinstalling gcc [macOS] # needed because of `brew reinstall gcc` if: runner.os == 'macOS' From 23643bbb00f7e9898faca8b71e723416c0a422ff Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 22:30:19 +0200 Subject: [PATCH 84/99] Remove python 3.9 from build matrix --- .github/workflows/main.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 68d6323..43c4ce9 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -269,7 +269,7 @@ jobs: fail-fast: false matrix: os: [ubuntu-22.04, windows-2022, macos-12, macos-14] - python-version: ['3.9', '3.10', '3.11', '3.12'] + python-version: ['3.10', '3.11', '3.12'] toolchain: - { exe: gfortran, compiler: gcc, version: 13 } From 744557ce7521a528c59552a5b654a10e4d3642c7 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 23:26:33 +0200 Subject: [PATCH 85/99] Minor fixes --- .github/workflows/main.yml | 18 +++++++++++------- pyproject.toml | 2 +- scripts.py | 28 ++++++++++++++++++++++------ 3 files changed, 34 insertions(+), 14 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 43c4ce9..486ffa2 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -9,9 +9,9 @@ on: jobs: ############################################################################## - # JOB + # JOB 1 ############################################################################## - build: # the first job + build: # current job name timeout-minutes: 30 @@ -180,12 +180,14 @@ jobs: compression-level: 0 ############################################################################## - # JOB + # JOB 2 ############################################################################## - tests: # the second job + tests: # current job name needs: build # previous job 'build' need to be finished first + if: always() # start this job even if the previous job failed + timeout-minutes: 30 strategy: @@ -231,6 +233,7 @@ jobs: --compiler ${{ matrix.toolchain.exe }} --mode debug --bash-syntax + --enable-backslash-escapes - name: Prepare for downloading Python package wheel of pyCFML shell: bash @@ -255,9 +258,9 @@ jobs: run: scripts/run_pycfml_functional_tests_no_benchmarks.sh ############################################################################## - # JOB + # JOB 3 ############################################################################## - publish: # the third job + publish: # current job name needs: tests # previous job 'tests' need to be finished first @@ -398,6 +401,7 @@ jobs: run: | echo "WHEEL_DIR=$(python3 scripts.py --print-wheel-dir)" >> $GITHUB_ENV echo "RELEASE_VERSION=$(python3 scripts.py --print-release-version)" >> $GITHUB_ENV + echo "RELEASE_TITLE=$(python3 scripts.py --print-release-title)" >> $GITHUB_ENV - name: Upload Python package wheel to releases (non-master branch) if: github.event_name == 'push' && env.BRANCH_NAME != 'master' @@ -424,5 +428,5 @@ jobs: token: ${{ secrets.GITHUB_TOKEN }} artifacts: "${{ env.WHEEL_DIR }}/*.whl" tag: ${{ env.RELEASE_VERSION }} - name: ${{ env.RELEASE_VERSION }} + name: ${{ env.RELEASE_TITLE }} bodyFile: "RELEASE.md" diff --git a/pyproject.toml b/pyproject.toml index a542df0..1978678 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -5,7 +5,7 @@ build-backend = 'hatchling.build' [project] name = 'pycrysfml' version = '0.1.0' -description = 'Python API to CrysFML08 from https://code.ill.fr/scientific-software/CrysFML2008' +description = 'Python API to CrysFML2008 from https://code.ill.fr/scientific-software/CrysFML2008' authors = [ {name = 'Juan Rodríguez-Carvajal', email = 'jrc@ill.fr'}, {name = 'Nebil Ayape Katcho', email = 'katcho@ill.fr'}, diff --git a/scripts.py b/scripts.py index cffbdd0..c880020 100644 --- a/scripts.py +++ b/scripts.py @@ -1,11 +1,12 @@ +import argparse +import datetime import os -import sys +import platform import site -#import tomllib -import toml -import argparse +import sys import sysconfig -import platform +import toml +#import tomllib from pathlib import Path from pygit2 import Repository @@ -181,8 +182,16 @@ def _print_wheel_dir(): def _print_release_version(): release_version = PYPROJECT['project']['version'] + release_version = f'v{release_version}' print(release_version) +def _print_release_title(): + release_version = PYPROJECT['project']['version'] + dt = datetime.datetime.now() + build_date = f'{dt.day} {dt:%b} {dt.year}' # e.g. 3 Jun 2021 + release_title = f'Version {release_version} ({build_date})' + print(release_title) + def _compiler_name(): compiler = 'gfortran' # default if ARGS.compiler: @@ -420,7 +429,10 @@ def parsed_args(): help="print pycfml wheel directory name") parser.add_argument("--print-release-version", action='store_true', - help="print pycfml package version") + help="print pycfml package release version") + parser.add_argument("--print-release-title", + action='store_true', + help="print pycfml package release title") return parser.parse_args() def loaded_pyproject(): @@ -1314,6 +1326,10 @@ def run_pycfml_functional_tests_no_benchmarks(): _print_release_version() exit(0) + if ARGS.print_release_title: # NEED FIX. Maybe save extras to toml as in EDA? + _print_release_title() + exit(0) + CFML = CONFIG['cfml']['log-name'] pyCFML = CONFIG['pycfml']['log-name'] From a463ba68c66f68c6d1881569b36241fd6cf49dad Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Tue, 23 Jul 2024 23:34:11 +0200 Subject: [PATCH 86/99] Do not suppress error messages --- scripts.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts.py b/scripts.py index c880020..eac8181 100644 --- a/scripts.py +++ b/scripts.py @@ -1006,7 +1006,7 @@ def copy_built_to_pycfml_dist(): from_path = os.path.join(build_abspath, f'*.{shared_lib_ext}') to_path = package_abspath cmd = f'cp {from_path} {to_path}' - cmd = cmd + ' || true' # allows to suppress the error message if no files are found + #cmd = cmd + ' || true' # allows to suppress the error message if no files are found lines.append(cmd) script_name = f'{sys._getframe().f_code.co_name}.sh' _write_lines_to_file(lines, script_name) @@ -1102,7 +1102,7 @@ def change_runpath_for_built_pycfml(): cmd = cmd.replace('{NEW}', new_rpath) cmd = cmd.replace('{PATH}', path) cmd = cmd.replace('{EXT}', shared_lib_ext) - cmd = cmd + ' || true' # allows to suppress the error message if no files are found + #cmd = cmd + ' || true' # allows to suppress the error message if no files are found lines.append(cmd) for lib in dependent_libs: old_lib = lib['old'] @@ -1114,7 +1114,7 @@ def change_runpath_for_built_pycfml(): cmd = cmd.replace('{NEW}', new_lib) cmd = cmd.replace('{PATH}', path) cmd = cmd.replace('{EXT}', shared_lib_ext) - cmd = cmd + ' || true' # allows to suppress the error message if no files are found + #cmd = cmd + ' || true' # allows to suppress the error message if no files are found lines.append(cmd) else: msg = _echo_msg(f"Changing runpath is not needed for platform '{_platform()}'") From 760b73e0392938efac4f07358effde248fcbee8f Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 00:11:04 +0200 Subject: [PATCH 87/99] Update rpath delete template to follow gcc bump from 13.2.0 to 13.3.0 --- scripts.py | 24 ++++++++++++------------ scripts.toml | 18 ++++++++++++------ 2 files changed, 24 insertions(+), 18 deletions(-) diff --git a/scripts.py b/scripts.py index eac8181..bcd8de3 100644 --- a/scripts.py +++ b/scripts.py @@ -1017,22 +1017,22 @@ def change_runpath_for_built_pycfml(): # shared objects step (CONFIG['build-shared']), but it didn't help :( # Ubuntu usage examples: # sudo find / -iname "libif*" - # ls -l pycrysfml08_dist/pycrysfml08 - # patchelf --print-rpath pycrysfml08_dist/pycrysfml08/py_cfml_metrics.so - # patchelf --set-rpath '$ORIGIN' pycrysfml08_dist/pycrysfml08/py_cfml_metrics.so - # patchelf --print-rpath pycrysfml08_dist/pycrysfml08/py_cfml_metrics.so - # patchelf --no-default-lib pycrysfml08_dist/pycrysfml08/py_cfml_metrics.so - # ldd pycrysfml08_dist/pycrysfml08/py_cfml_metrics.so + # ls -l dist/pyCFML/pycrysfml + # patchelf --print-rpath dist/pyCFML/pycrysfml/crysfml08lib.so + # patchelf --set-rpath '$ORIGIN' dist/pyCFML/pycrysfml/crysfml08lib.so + # patchelf --print-rpath dist/pyCFML/pycrysfml/crysfml08lib.so + # patchelf --no-default-lib dist/pyCFML/pycrysfml/crysfml08lib.so + # ldd dist/pyCFML/pycrysfml/crysfml08lib.so # ls -l /opt/hostedtoolcache/Python/3.11.8/x64/lib/python3.11/site-packages/pycrysfml08 # ldd /opt/hostedtoolcache/Python/3.11.8/x64/lib/python3.11/site-packages/pycrysfml08/py_cfml_metrics.so # macOS usage example: # sudo find / -iname "libif*" - # ls -l pycrysfml08_dist/pycrysfml08 - # install_name_tool -rpath /opt/intel/oneapi/compiler/2023.2.0/mac/bin/intel64/../../compiler/lib @loader_path pycrysfml08_dist/pycrysfml08/py_cfml_metrics.so - # install_name_tool -delete_rpath /usr/local/Cellar/gcc/13.2.0/lib/gcc/current pycrysfml08_dist/pycrysfml08/py_cfml_metrics.so - # install_name_tool -change /usr/local/opt/gcc/lib/gcc/current/libgfortran.5.dylib @rpath/libgfortran.5.dylib pycrysfml08_dist/pycrysfml08/py_cfml_metrics.so - # otool -L pycrysfml08_dist/pycrysfml08/py_cfml_metrics.so - # otool -l pycrysfml08_dist/pycrysfml08/py_cfml_metrics.so | grep RPATH -A2 + # ls -l dist/pyCFML/pycrysfml + # install_name_tool -rpath /opt/intel/oneapi/compiler/2023.2.0/mac/bin/intel64/../../compiler/lib @loader_path dist/pyCFML/pycrysfml/crysfml08lib.so + # install_name_tool -delete_rpath /usr/local/Cellar/gcc/13.2.0/lib/gcc/current dist/pyCFML/pycrysfml/crysfml08lib.so + # install_name_tool -change /usr/local/opt/gcc/lib/gcc/current/libgfortran.5.dylib @rpath/libgfortran.5.dylib dist/pyCFML/pycrysfml/crysfml08lib.so + # otool -l dist/pyCFML/pycrysfml/crysfml08lib.so | grep RPATH -A2 + # otool -L dist/pyCFML/pycrysfml/crysfml08lib.so try: rpaths = CONFIG['build']['rpaths'][_platform()][_processor()][_compiler_name()] except KeyError: diff --git a/scripts.toml b/scripts.toml index 891a8f9..fef2248 100644 --- a/scripts.toml +++ b/scripts.toml @@ -204,14 +204,20 @@ rpaths.linux.x86_64.ifx = [ { old = '', new = "'$ORIGIN'" }, ] # set rpath to point to '$ORIGIN' rpaths.macos.i386.gfortran = [ - { old = '/usr/local/Cellar/gcc/13.2.0/lib/gcc/current/gcc/x86_64-apple-darwin21/13', new = '' }, # delete all rpaths besides @loader_path - { old = '/usr/local/Cellar/gcc/13.2.0/lib/gcc/current/gcc', new = '' }, # delete all rpaths besides @loader_path - { old = '/usr/local/Cellar/gcc/13.2.0/lib/gcc/current', new = '' }, # delete all rpaths besides @loader_path + #{ old = '/usr/local/Cellar/gcc/13.2.0/lib/gcc/current/gcc/x86_64-apple-darwin21/13', new = '' }, # delete all rpaths besides @loader_path + #{ old = '/usr/local/Cellar/gcc/13.2.0/lib/gcc/current/gcc', new = '' }, # delete all rpaths besides @loader_path + #{ old = '/usr/local/Cellar/gcc/13.2.0/lib/gcc/current', new = '' }, # delete all rpaths besides @loader_path + { old = '/usr/local/Cellar/gcc@13/13.3.0/lib/gcc/13/gcc/x86_64-apple-darwin21/13', new = '' }, # delete all rpaths besides @loader_path + { old = '/usr/local/Cellar/gcc@13/13.3.0/lib/gcc/13/gcc', new = '' }, # delete all rpaths besides @loader_path + { old = '/usr/local/Cellar/gcc@13/13.3.0/lib/gcc/13', new = '' }, # delete all rpaths besides @loader_path ] rpaths.macos.arm.gfortran = [ - { old = '/opt/homebrew/Cellar/gcc/13.2.0/lib/gcc/current/gcc/aarch64-apple-darwin23/13', new = '' }, # delete all rpaths besides @loader_path - { old = '/opt/homebrew/Cellar/gcc/13.2.0/lib/gcc/current/gcc', new = '' }, # delete all rpaths besides @loader_path - { old = '/opt/homebrew/Cellar/gcc/13.2.0/lib/gcc/current', new = '' }, # delete all rpaths besides @loader_path + #{ old = '/opt/homebrew/Cellar/gcc/13.2.0/lib/gcc/current/gcc/aarch64-apple-darwin23/13', new = '' }, # delete all rpaths besides @loader_path + #{ old = '/opt/homebrew/Cellar/gcc/13.2.0/lib/gcc/current/gcc', new = '' }, # delete all rpaths besides @loader_path + #{ old = '/opt/homebrew/Cellar/gcc/13.2.0/lib/gcc/current', new = '' }, # delete all rpaths besides @loader_path + { old = '/opt/homebrew/Cellar/gcc@13/13.3.0/lib/gcc/13/gcc/aarch64-apple-darwin23/13', new = '' }, # delete all rpaths besides @loader_path + { old = '/opt/homebrew/Cellar/gcc@13/13.3.0/lib/gcc/13/gcc', new = '' }, # delete all rpaths besides @loader_path + { old = '/opt/homebrew/Cellar/gcc@13/13.3.0/lib/gcc/13', new = '' }, # delete all rpaths besides @loader_path ] rpaths.macos.i386.ifort = [ { old = '/opt/intel/oneapi/compiler/2023.2.0/mac/bin/intel64/../../compiler/lib', new = '@loader_path' }, From 9b945078081858de63bbb23867dec30880e3b5e0 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 00:33:37 +0200 Subject: [PATCH 88/99] Clean up --- scripts.toml | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/scripts.toml b/scripts.toml index fef2248..f8205c4 100644 --- a/scripts.toml +++ b/scripts.toml @@ -204,17 +204,21 @@ rpaths.linux.x86_64.ifx = [ { old = '', new = "'$ORIGIN'" }, ] # set rpath to point to '$ORIGIN' rpaths.macos.i386.gfortran = [ + # gcc 13.2.0 #{ old = '/usr/local/Cellar/gcc/13.2.0/lib/gcc/current/gcc/x86_64-apple-darwin21/13', new = '' }, # delete all rpaths besides @loader_path #{ old = '/usr/local/Cellar/gcc/13.2.0/lib/gcc/current/gcc', new = '' }, # delete all rpaths besides @loader_path #{ old = '/usr/local/Cellar/gcc/13.2.0/lib/gcc/current', new = '' }, # delete all rpaths besides @loader_path + # gcc 13.3.0 { old = '/usr/local/Cellar/gcc@13/13.3.0/lib/gcc/13/gcc/x86_64-apple-darwin21/13', new = '' }, # delete all rpaths besides @loader_path { old = '/usr/local/Cellar/gcc@13/13.3.0/lib/gcc/13/gcc', new = '' }, # delete all rpaths besides @loader_path { old = '/usr/local/Cellar/gcc@13/13.3.0/lib/gcc/13', new = '' }, # delete all rpaths besides @loader_path ] rpaths.macos.arm.gfortran = [ + # gcc 13.2.0 #{ old = '/opt/homebrew/Cellar/gcc/13.2.0/lib/gcc/current/gcc/aarch64-apple-darwin23/13', new = '' }, # delete all rpaths besides @loader_path #{ old = '/opt/homebrew/Cellar/gcc/13.2.0/lib/gcc/current/gcc', new = '' }, # delete all rpaths besides @loader_path #{ old = '/opt/homebrew/Cellar/gcc/13.2.0/lib/gcc/current', new = '' }, # delete all rpaths besides @loader_path + # gcc 13.3.0 { old = '/opt/homebrew/Cellar/gcc@13/13.3.0/lib/gcc/13/gcc/aarch64-apple-darwin23/13', new = '' }, # delete all rpaths besides @loader_path { old = '/opt/homebrew/Cellar/gcc@13/13.3.0/lib/gcc/13/gcc', new = '' }, # delete all rpaths besides @loader_path { old = '/opt/homebrew/Cellar/gcc@13/13.3.0/lib/gcc/13', new = '' }, # delete all rpaths besides @loader_path @@ -909,7 +913,7 @@ components-files = [ 'Wraps_Rational', 'Wraps_gSpaceGroups', 'Wraps_kvec_Symmetry', - 'Wraps_Utilities' + 'Wraps_Utilities' ] ################## From c1c69dfd8ddbccc1135c8a2b5f3d6af472f6d06f Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 09:13:19 +0200 Subject: [PATCH 89/99] Fix rpaths --- .github/workflows/main.yml | 4 ++-- scripts.py | 4 ++-- scripts.toml | 41 ++++++++++++++++++++++++++++---------- 3 files changed, 34 insertions(+), 15 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 486ffa2..ade498a 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -78,7 +78,7 @@ jobs: --bash-syntax --enable-backslash-escapes - - name: Print some build-specific variables + - name: Print build-specific variables shell: bash run: scripts/print_build_variables.sh # bash -x scripts/print_build_variables.sh for printing commands @@ -271,7 +271,7 @@ jobs: strategy: fail-fast: false matrix: - os: [ubuntu-22.04, windows-2022, macos-12, macos-14] + os: [macos-12, macos-14] python-version: ['3.10', '3.11', '3.12'] toolchain: - { exe: gfortran, compiler: gcc, version: 13 } diff --git a/scripts.py b/scripts.py index bcd8de3..498cfdd 100644 --- a/scripts.py +++ b/scripts.py @@ -1031,8 +1031,8 @@ def change_runpath_for_built_pycfml(): # install_name_tool -rpath /opt/intel/oneapi/compiler/2023.2.0/mac/bin/intel64/../../compiler/lib @loader_path dist/pyCFML/pycrysfml/crysfml08lib.so # install_name_tool -delete_rpath /usr/local/Cellar/gcc/13.2.0/lib/gcc/current dist/pyCFML/pycrysfml/crysfml08lib.so # install_name_tool -change /usr/local/opt/gcc/lib/gcc/current/libgfortran.5.dylib @rpath/libgfortran.5.dylib dist/pyCFML/pycrysfml/crysfml08lib.so - # otool -l dist/pyCFML/pycrysfml/crysfml08lib.so | grep RPATH -A2 - # otool -L dist/pyCFML/pycrysfml/crysfml08lib.so + # otool -l dist/pyCFML/pycrysfml/crysfml08lib.so | grep RPATH -A2 # build.rpaths in in scripts.toml + # otool -L dist/pyCFML/pycrysfml/crysfml08lib.so # build.dependent-libs in scripts.toml try: rpaths = CONFIG['build']['rpaths'][_platform()][_processor()][_compiler_name()] except KeyError: diff --git a/scripts.toml b/scripts.toml index f8205c4..9db1f74 100644 --- a/scripts.toml +++ b/scripts.toml @@ -125,14 +125,24 @@ shared-lib-ext = { macos = 'so', linux = 'so', windows = 'pyd' } # *.dylib does ifport-lib.linux.ifort = '-L/opt/intel/oneapi/compiler/2023.2.0/linux/compiler/lib/intel64_lin -lifport' ifport-lib.linux.ifx = '-L/opt/intel/oneapi/compiler/2023.2.0/linux/compiler/lib/intel64_lin -lifport' extra-libs.macos.i386.gfortran = [ - '/usr/local/opt/gcc/lib/gcc/current/libgfortran.5.dylib', - '/usr/local/opt/gcc/lib/gcc/current/libgcc_s.1.1.dylib', - '/usr/local/opt/gcc/lib/gcc/current/libquadmath.0.dylib', + # current gcc + #'/usr/local/opt/gcc/lib/gcc/current/libgfortran.5.dylib', + #'/usr/local/opt/gcc/lib/gcc/current/libgcc_s.1.1.dylib', + #'/usr/local/opt/gcc/lib/gcc/current/libquadmath.0.dylib', + # gcc 13 + '/usr/local/opt/gcc@13/lib/gcc/13/libgfortran.5.dylib', + '/usr/local/opt/gcc@13/lib/gcc/13/libgcc_s.1.1.dylib', + '/usr/local/opt/gcc@13/lib/gcc/13/libquadmath.0.dylib', ] extra-libs.macos.arm.gfortran = [ - '/opt/homebrew/opt/gcc/lib/gcc/current/libgfortran.5.dylib', - '/opt/homebrew/opt/gcc/lib/gcc/current/libgcc_s.1.1.dylib', - '/opt/homebrew/opt/gcc/lib/gcc/current/libquadmath.0.dylib' + # current gcc + #'/opt/homebrew/opt/gcc/lib/gcc/current/libgfortran.5.dylib', + #'/opt/homebrew/opt/gcc/lib/gcc/current/libgcc_s.1.1.dylib', + #'/opt/homebrew/opt/gcc/lib/gcc/current/libquadmath.0.dylib' + # gcc 13 + '/opt/homebrew/opt/gcc@13/lib/gcc/13/libgfortran.5.dylib', + '/opt/homebrew/opt/gcc@13/lib/gcc/13/libgcc_s.1.1.dylib', + '/opt/homebrew/opt/gcc@13/lib/gcc/13/libquadmath.0.dylib', ] extra-libs.macos.i386.ifort = [ '/System/Volumes/Data/opt/intel/oneapi/compiler/2023.2.0/mac/compiler/lib/libifport.dylib', @@ -230,13 +240,22 @@ rpaths.macos.arm.ifort = [ { old = '/opt/intel/oneapi/compiler/2023.2.0/mac/bin/intel64/../../compiler/lib', new = '@loader_path' }, ] dependent-libs.macos.i386.gfortran = [ - { old = '/usr/local/opt/gcc/lib/gcc/current/libgfortran.5.dylib', new = '@rpath/libgfortran.5.dylib' }, - { old = '/usr/local/opt/gcc/lib/gcc/current/libgcc_s.1.1.dylib', new = '@rpath/libgcc_s.1.1.dylib' }, - { old = '/usr/local/opt/gcc/lib/gcc/current/libquadmath.0.dylib', new = '@rpath/libquadmath.0.dylib' }, + # current gcc + #{ old = '/usr/local/opt/gcc/lib/gcc/current/libgfortran.5.dylib', new = '@rpath/libgfortran.5.dylib' }, + #{ old = '/usr/local/opt/gcc/lib/gcc/current/libgcc_s.1.1.dylib', new = '@rpath/libgcc_s.1.1.dylib' }, + #{ old = '/usr/local/opt/gcc/lib/gcc/current/libquadmath.0.dylib', new = '@rpath/libquadmath.0.dylib' }, + # gcc 13 + { old = '/usr/local/opt/gcc@13/lib/gcc/13/libgfortran.5.dylib', new = '@rpath/libgfortran.5.dylib' }, + { old = '/usr/local/opt/gcc@13/lib/gcc/13/libgcc_s.1.1.dylib', new = '@rpath/libgcc_s.1.1.dylib' }, + { old = '/usr/local/opt/gcc@13/lib/gcc/13/libquadmath.0.dylib', new = '@rpath/libquadmath.0.dylib' }, ] dependent-libs.macos.arm.gfortran = [ - { old = '/opt/homebrew/opt/gcc/lib/gcc/current/libgfortran.5.dylib', new = '@rpath/libgfortran.5.dylib' }, - { old = '/opt/homebrew/opt/gcc/lib/gcc/current/libquadmath.0.dylib', new = '@rpath/libquadmath.0.dylib' }, + # current gcc + #{ old = '/opt/homebrew/opt/gcc/lib/gcc/current/libgfortran.5.dylib', new = '@rpath/libgfortran.5.dylib' }, + #{ old = '/opt/homebrew/opt/gcc/lib/gcc/current/libquadmath.0.dylib', new = '@rpath/libquadmath.0.dylib' }, + # gcc 13 + { old = '/opt/homebrew/opt/gcc@13/lib/gcc/13/libgfortran.5.dylib', new = '@rpath/libgfortran.5.dylib' }, + { old = '/opt/homebrew/opt/gcc@13/lib/gcc/13/libquadmath.0.dylib', new = '@rpath/libquadmath.0.dylib' }, ] # Examples of GitHub values for Python 3.11 #python-lib.macos = '`python3-config --ldflags --embed`' From caef5dc571c13049ed6b4952850ccdd7a6512c4f Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 13:30:24 +0200 Subject: [PATCH 90/99] Update readme --- .github/workflows/main.yml | 2 +- README.md | 174 ++++++++++++++++++++++++++++++------- 2 files changed, 145 insertions(+), 31 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index ade498a..fc095c5 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -82,7 +82,7 @@ jobs: shell: bash run: scripts/print_build_variables.sh # bash -x scripts/print_build_variables.sh for printing commands - - name: Create scripts, CFML and pyCFML directories + - name: Create CFML and pyCFML directories shell: bash run: | scripts/create_cfml_repo_dir.sh diff --git a/README.md b/README.md index 3688e86..08b983d 100644 --- a/README.md +++ b/README.md @@ -1,70 +1,184 @@ -[![](http://github-actions.40ants.com/AndrewSazonov/TEST_PyCrysFML/matrix.svg)](https://github.com/AndrewSazonov/TEST_PyCrysFML/actions) +This is a repository for creating a python library **pycrysfml** based on the new automatically generated Python API for the crystallographic library CrysFML2008 (Fortran 2008) from https://code.ill.fr/scientific-software/CrysFML2008. -This is a repository for testing the build process of both the fortran crystallographic library [CrysFML2008](https://code.ill.fr/rodriguez-carvajal/CrysFML2008) and its python interface [PyCrysFML08](https://code.ill.fr/scientific-software/PyCrysFML08). - -### Build matrix +### Build and test jobs | Platform / Compiler | gfortran | ifx | ifort | nagfor | | ------------------------- | -------- | ----------- | ------------- | ---------- | -| Windows 10 | ✅ | ✅ | ✅ | | -| Ubuntu 22.04 | ✅ | ✅ | ✅ | | -| macOS 12 (Intel) | ✅ | Unsupported | ✅ | | -| macOS 14 (Apple Silicone) | ✅ | Unsupported | Unsupported | ✅ Local | +| Windows 10 | ✅ | ❌1 | ✅ | ⚙️ Testing | +| Ubuntu 22.04 | ✅ | ✅ | ✅ | ⚙️ Testing | +| macOS 12 (Intel) | ✅ | Unsupported | ❌2 | ⚙️ Testing | +| macOS 14 (Apple Silicone) | ✅ | Unsupported | Unsupported | ⚙️ Testing | + +* ❌1 Failed at the _:::::: Running unit tests from 'tests/functional_tests/pyCFML'_ step (tests job): + +``` +tests\functional_tests\pyCFML\cfml_utilities\powder_pattern_from_json\test__powder_pattern_from_json.py . [ 33%] +Windows fatal exception: access violation + +Current thread 0x0000068c (most recent call first): -### Main steps +... -* Download the [CrysFML2008](https://code.ill.fr/rodriguez-carvajal/CrysFML2008) project (`nagfor` branch) -* Build the CrysFML2008 static library -* Build and run CrysFML2008 functional test programs -* Download the [PyCrysFML08](https://code.ill.fr/scientific-software/PyCrysFML08) project (`master` branch) -* Build selected PyCrysFML08 modules -* Create the PyCrysFML08 python package and install PyCrysFML08 from it -* Run the PyCrysFML08 unit tests -* Run `powder_mod` from PyCrysFML08 to generate the powder diffraction pattern +scripts/run_pycfml_functional_tests_no_benchmarks.sh: line 2: 1359 Segmentation fault +``` +* ❌2 Failed at the _:::::: Building fortran shared obj or dynamic lib 'crysfml08lib.so'_ step (build job): -More details are in the [CI script](.github/workflows/main.yml). +``` +Undefined symbols for architecture x86_64: + "_cfml_kvec_symmetry_mp_inlat_", referenced from: + _cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + "_cfml_kvec_symmetry_mp_ltr_", referenced from: + _cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) + "_cfml_kvec_symmetry_mp_nlat_", referenced from: + _cfml_kvec_symmetry_mp_latsym_ in libCrysFML08.a(ksym_auxsub.o) +ld: symbol(s) not found for architecture x86_64 +``` -### To run locally +### Local build -* Create and activate a python environment (_optional_) +* Create and activate a python environment (_optional_) + + ***macOS and Linux*** ``` - $ python3.11 -m venv .venv - $ source .venv/bin/activate + python3.11 -m venv .venv + source .venv/bin/activate + ``` + + ***Windows*** + + ``` + python3.11 -m venv .venv + .venv\Scripts\activate ``` * Upgrade the package installer for Python (_optional_) ``` - $ python -m pip install --upgrade pip + pip install --upgrade pip ``` -* Install Python dependences, including extras +* Install Python dependences, including extras (ci and test) ``` - $ python -m pip install '.[ci,test]' + pip install '.[ci,test]' ``` * Print possible options for creating job scripts (_optional_) ``` - $ python scripts.py --help + python scripts.py --help ``` * Create job scripts with default options ``` - $ python scripts.py + python scripts.py ``` * Print some build-specific variables (_optional_) ``` - $ scripts/print_build_variables.sh + scripts/print_build_variables.sh + ``` + +* Create CFML and pyCFML directories + + ``` + scripts/create_cfml_repo_dir.sh + scripts/create_cfml_build_dir.sh + scripts/create_cfml_dist_dir.sh + scripts/create_pycfml_src_dir.sh + scripts/create_pycfml_build_dir.sh + scripts/create_pycfml_dist_dir.sh + ``` + +* Download CFML repository + + ``` + scripts/download_cfml_repo.sh + ``` + +* Build CFML modules + + ``` + scripts/rename_global_deps_file.sh + scripts/build_cfml_modules_obj.sh + scripts/delete_renamed_global_deps_file.sh + ``` + +* Build CFML static library + + ``` + scripts/build_cfml_static_lib.sh + ``` + +* Make CFML distribution + + ``` + scripts/move_built_to_cfml_dist.sh + ``` + +* Build und run CFML functional test programs + + ``` + scripts/build_cfml_test_programs.sh + scripts/copy_cfml_test_programs_to_tests_dir.sh + scripts/run_cfml_functional_tests_no_benchmarks.sh + ``` + +* Create pyCFML source code + + ``` + scripts/create_pycfml_src.sh + ``` + +* Build pyCFML modules + + ``` + scripts/build_pycfml_modules_obj.sh + ``` + +* Build pyCFML shared obj / dynamic library + + ``` + scripts/build_pycfml_lib_obj.sh + scripts/build_pycfml_shared_obj_or_dynamic_lib.sh + ``` + +* Make pyCFML distribution + + ``` + scripts/copy_built_to_pycfml_dist.sh + scripts/change_runpath_for_built_pycfml.sh + scripts/copy_extra_libs_to_pycfml_dist.sh + scripts/copy_py_api_files_to_pycfml_dist.sh + scripts/copy_init_file_to_pycfml_dist.sh + scripts/copy_cfml_databases_to_pycfml_dist.sh + ``` + +* Create Python package wheel of pyCFML + + ``` + scripts/validate_pyproject_toml.sh + scripts/create_pycfml_python_wheel.sh + scripts/rename_pycfml_python_wheel.sh + ``` + +* Install pyCFML from Python package wheel (with dev extras) + + ``` + scripts/install_pycfml_from_wheel.sh + ``` + +* Run pyCFML unit tests + + ``` + scripts/run_pycfml_unit_tests.sh ``` -* Run all scripts in sequence +* Run pyCFML functional tests ``` - $ scripts/main_script.sh + scripts/run_pycfml_functional_tests_no_benchmarks.sh ``` From c2ff438e4980a6c26a90dce114f5dd5330980947 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 14:28:43 +0200 Subject: [PATCH 91/99] Add more platforms for the python package build --- .github/workflows/main.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index fc095c5..93179f3 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -271,7 +271,7 @@ jobs: strategy: fail-fast: false matrix: - os: [macos-12, macos-14] + os: [ubuntu-22.04, windows-2022, macos-12, macos-14] python-version: ['3.10', '3.11', '3.12'] toolchain: - { exe: gfortran, compiler: gcc, version: 13 } From 3990aa5709ecea4865b03a5d679b0f62c1774025 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 14:29:27 +0200 Subject: [PATCH 92/99] Update readme --- README.md | 53 +++++++++++++++++++++++++++++++++++++++++++++++------ 1 file changed, 47 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 08b983d..323f8db 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,10 @@ +## About + This is a repository for creating a python library **pycrysfml** based on the new automatically generated Python API for the crystallographic library CrysFML2008 (Fortran 2008) from https://code.ill.fr/scientific-software/CrysFML2008. -### Build and test jobs +## CI status + +### Status of CI jobs 'build' and 'tests' | Platform / Compiler | gfortran | ifx | ifort | nagfor | | ------------------------- | -------- | ----------- | ------------- | ---------- | @@ -9,19 +13,20 @@ This is a repository for creating a python library **pycrysfml** based on the ne | macOS 12 (Intel) | ✅ | Unsupported | ❌2 | ⚙️ Testing | | macOS 14 (Apple Silicone) | ✅ | Unsupported | Unsupported | ⚙️ Testing | -* ❌1 Failed at the _:::::: Running unit tests from 'tests/functional_tests/pyCFML'_ step (tests job): +* ❌1 Failed at the **Run pyCFML functional tests** step (**'tests'** job): ``` -tests\functional_tests\pyCFML\cfml_utilities\powder_pattern_from_json\test__powder_pattern_from_json.py . [ 33%] +tests\functional_tests\pyCFML\...\test__powder_pattern_from_json.py . [ 33%] Windows fatal exception: access violation Current thread 0x0000068c (most recent call first): ... -scripts/run_pycfml_functional_tests_no_benchmarks.sh: line 2: 1359 Segmentation fault +scripts/run_pycfml_functional_tests_no_benchmarks.sh: +line 2: 1359 Segmentation fault ``` -* ❌2 Failed at the _:::::: Building fortran shared obj or dynamic lib 'crysfml08lib.so'_ step (build job): +* ❌2 Failed at the **Build pyCFML shared obj / dynamic library** step (**'build'** job): ``` Undefined symbols for architecture x86_64: @@ -34,7 +39,43 @@ Undefined symbols for architecture x86_64: ld: symbol(s) not found for architecture x86_64 ``` -### Local build +## Installing + +### Standard installation + +The pycrysfml python package is currently in beta testing, with pre-releases being published on our own PyPi server. To test it, please install it using the PIP package manager with additional option as shown below. + +* Create and activate a python environment (_optional_) + + ***macOS and Linux*** + + ``` + python3.11 -m venv .venv + source .venv/bin/activate + ``` + + ***Windows*** + + ``` + python3.11 -m venv .venv + .venv\Scripts\activate + ``` + +* Upgrade the package installer for Python (_optional_) + + ``` + pip install --upgrade pip + ``` + +* Install pycrysfml using a link to our own online repository + + ``` + pip install pycrysfml --extra-index-url https://easyscience.github.io/pypi/ + ``` + +### Installation from source + +If the standard installation doesn't work for you, try building pycrysfml locally and installing it from the generated Python wheel. * Create and activate a python environment (_optional_) From 6114d0aed4d6f7f7511eea64d5dc5cf654404a92 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 14:33:08 +0200 Subject: [PATCH 93/99] Move __init__.py to src/ --- scripts.py | 4 ++-- __init__.py => src/__init__.py | 0 2 files changed, 2 insertions(+), 2 deletions(-) rename __init__.py => src/__init__.py (100%) diff --git a/scripts.py b/scripts.py index 498cfdd..61e26fe 100644 --- a/scripts.py +++ b/scripts.py @@ -1164,12 +1164,12 @@ def copy_py_api_files_to_pycfml_dist(): def copy_init_file_to_pycfml_dist(): project_name = CONFIG['pycfml']['log-name'] - from_path = os.path.join(_project_path(), '__init__.py') + from_path = os.path.join(_project_path(), 'src', '__init__.py') package_relpath = CONFIG['pycfml']['dir']['dist-package'].replace('{PACKAGE_NAME}', PYPROJECT['project']['name']) package_abspath = os.path.join(_project_path(), package_relpath) to_path = package_abspath lines = [] - msg = _echo_msg(f"Copying {project_name} '__init__.py' to dist dir '{package_relpath}'") + msg = _echo_msg(f"Copying {project_name} 'src/__init__.py' to dist dir '{package_relpath}'") lines.append(msg) cmd = f'cp {from_path} {to_path}' lines.append(cmd) diff --git a/__init__.py b/src/__init__.py similarity index 100% rename from __init__.py rename to src/__init__.py From 8fc30976f99fd648f500af5e774f971f8d4c43c4 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 14:59:34 +0200 Subject: [PATCH 94/99] Rename scripts to build --- .github/workflows/main.yml | 19 +++++++++++-------- scripts.py => build.py | 27 ++++++++++++++++++++++----- scripts.toml => build.toml | 2 +- pyproject.toml | 1 + 4 files changed, 35 insertions(+), 14 deletions(-) rename scripts.py => build.py (98%) rename scripts.toml => build.toml (99%) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 93179f3..e48f05c 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -71,7 +71,8 @@ jobs: - name: Create build scripts in scripts/scripts shell: bash run: > - python3 scripts.py + python3 build.py + --create-scripts --platform ${{ runner.os }} --compiler ${{ matrix.toolchain.exe }} --mode debug @@ -169,7 +170,7 @@ jobs: - name: Prepare for uploading Python package wheel of pyCFML shell: bash - run: echo "WHEEL_DIR=$(python3 scripts.py --print-wheel-dir)" >> $GITHUB_ENV + run: echo "WHEEL_DIR=$(python3 build.py --print-wheel-dir)" >> $GITHUB_ENV - name: Upload zipped Python package wheel of pyCFML for next job uses: actions/upload-artifact@v4 @@ -228,7 +229,8 @@ jobs: - name: Create job step scripts shell: bash run: > - python3 scripts.py + python3 build.py + --create-scripts --platform ${{ runner.os }} --compiler ${{ matrix.toolchain.exe }} --mode debug @@ -237,7 +239,7 @@ jobs: - name: Prepare for downloading Python package wheel of pyCFML shell: bash - run: echo "WHEEL_DIR=$(python3 scripts.py --print-wheel-dir)" >> $GITHUB_ENV + run: echo "WHEEL_DIR=$(python3 build.py --print-wheel-dir)" >> $GITHUB_ENV - name: Download zipped pyCFML wheel from previous job uses: actions/download-artifact@v4 @@ -325,7 +327,8 @@ jobs: - name: Create build scripts in scripts/scripts shell: bash run: > - python3 scripts.py + python3 build.py + --create-scripts --platform ${{ runner.os }} --compiler ${{ matrix.toolchain.exe }} --mode debug @@ -399,9 +402,9 @@ jobs: - name: Prepare for uploading Python package wheel of pyCFML shell: bash run: | - echo "WHEEL_DIR=$(python3 scripts.py --print-wheel-dir)" >> $GITHUB_ENV - echo "RELEASE_VERSION=$(python3 scripts.py --print-release-version)" >> $GITHUB_ENV - echo "RELEASE_TITLE=$(python3 scripts.py --print-release-title)" >> $GITHUB_ENV + echo "WHEEL_DIR=$(python3 build.py --print-wheel-dir)" >> $GITHUB_ENV + echo "RELEASE_VERSION=$(python3 build.py --print-release-version)" >> $GITHUB_ENV + echo "RELEASE_TITLE=$(python3 build.py --print-release-title)" >> $GITHUB_ENV - name: Upload Python package wheel to releases (non-master branch) if: github.event_name == 'push' && env.BRANCH_NAME != 'master' diff --git a/scripts.py b/build.py similarity index 98% rename from scripts.py rename to build.py index 61e26fe..6614b43 100644 --- a/scripts.py +++ b/build.py @@ -7,6 +7,7 @@ import sysconfig import toml #import tomllib +from colorama import Fore, Back, Style from pathlib import Path from pygit2 import Repository @@ -14,6 +15,7 @@ global CONFIG MSG_COLOR = r'\033[0;33m' # orange +ERROR_COLOR = r'\033[0;31m' # red HEAD_COLOR = r'\033[1;34m' # bold blue COLOR_OFF = r'\033[0m' @@ -52,7 +54,7 @@ def _echo_cmd(): return 'echo -e' return 'echo' -def _echo_msg(msg: str): +def _echo_msg(msg:str): return f'{_echo_cmd()} "{MSG_COLOR}:::::: {msg}{COLOR_OFF}"' def _echo_progress_msg(current: int, total: int, msg: str): @@ -60,7 +62,7 @@ def _echo_progress_msg(current: int, total: int, msg: str): msg = f"[{progress:>3}%] {msg}" return _echo_msg(msg) -def _echo_header(msg: str): +def _echo_header(msg:str): msg = f'{HEAD_COLOR}:::::: {msg} ::::::{COLOR_OFF}' sep = ':' * (len(msg) - len(f'{HEAD_COLOR}') - len(f'{COLOR_OFF}')) lines = [] @@ -70,6 +72,12 @@ def _echo_header(msg: str): lines.append(f'{_echo_cmd()} "{HEAD_COLOR}{sep}{COLOR_OFF}"') return lines +def _print_msg(msg:str): + print(Fore.GREEN + f':::::: {msg}' + Style.RESET_ALL) + +def _print_error_msg(msg:str): + print(Fore.RED + f':::::: ERROR: {msg}' + Style.RESET_ALL) + def _processor(): processor = platform.processor() processor = processor.split()[0] # get the 1st word from string, such as 'Intel64 Family 6 Model 154 Stepping 3, GenuineIntel' @@ -403,6 +411,9 @@ def _compile_executables_script_lines(modules: str, def parsed_args(): parser = argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter) + parser.add_argument("--create-scripts", + action='store_true', + help="create scripts for building and testing") parser.add_argument("--platform", default="macos", choices=['macos', 'linux', 'windows'], @@ -1031,8 +1042,8 @@ def change_runpath_for_built_pycfml(): # install_name_tool -rpath /opt/intel/oneapi/compiler/2023.2.0/mac/bin/intel64/../../compiler/lib @loader_path dist/pyCFML/pycrysfml/crysfml08lib.so # install_name_tool -delete_rpath /usr/local/Cellar/gcc/13.2.0/lib/gcc/current dist/pyCFML/pycrysfml/crysfml08lib.so # install_name_tool -change /usr/local/opt/gcc/lib/gcc/current/libgfortran.5.dylib @rpath/libgfortran.5.dylib dist/pyCFML/pycrysfml/crysfml08lib.so - # otool -l dist/pyCFML/pycrysfml/crysfml08lib.so | grep RPATH -A2 # build.rpaths in in scripts.toml - # otool -L dist/pyCFML/pycrysfml/crysfml08lib.so # build.dependent-libs in scripts.toml + # otool -l dist/pyCFML/pycrysfml/crysfml08lib.so | grep RPATH -A2 # build.rpaths in in build.toml + # otool -L dist/pyCFML/pycrysfml/crysfml08lib.so # build.dependent-libs in build.toml try: rpaths = CONFIG['build']['rpaths'][_platform()][_processor()][_compiler_name()] except KeyError: @@ -1316,7 +1327,7 @@ def run_pycfml_functional_tests_no_benchmarks(): if __name__ == '__main__': ARGS = parsed_args() PYPROJECT = loaded_pyproject() - CONFIG = loaded_config('scripts.toml') + CONFIG = loaded_config('build.toml') if ARGS.print_wheel_dir: # NEED FIX. Maybe save extras to toml as in EDA? _print_wheel_dir() @@ -1330,6 +1341,10 @@ def run_pycfml_functional_tests_no_benchmarks(): _print_release_title() exit(0) + if not ARGS.create_scripts: # NEED FIX. Need proper check if create scripts or print flags are given + _print_error_msg('Incorrect set of command line arguments') + exit(1) + CFML = CONFIG['cfml']['log-name'] pyCFML = CONFIG['pycfml']['log-name'] @@ -1407,3 +1422,5 @@ def run_pycfml_functional_tests_no_benchmarks(): add_main_script_header(f"Run {pyCFML} tests") run_pycfml_unit_tests() run_pycfml_functional_tests_no_benchmarks() + + _print_msg(f'All scripts were successfully created in {_scripts_path()}') diff --git a/scripts.toml b/build.toml similarity index 99% rename from scripts.toml rename to build.toml index 9db1f74..7cb3064 100644 --- a/scripts.toml +++ b/build.toml @@ -35,7 +35,7 @@ pyapigen = 'repo/CFML/Scripts/PythonAPI/apigen.py' [pycfml] log-name = 'pyCFML' src-name = 'crysfml08lib' -dynamic-lib-name = 'crysfml08lib' # NEED FIX: currently not in use in scripts.py +dynamic-lib-name = 'crysfml08lib' # NEED FIX: currently not in use in build.py [pycfml.dir] build-src = 'build/pyCFML/src' # content will be generated by apigen.py diff --git a/pyproject.toml b/pyproject.toml index 1978678..13cff5c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -32,6 +32,7 @@ ci = [ 'validate-pyproject[all]', 'build', 'wheel', + 'colorama', 'toml' # need this, as tomllib is only available for python >=3.11 ] test = [ From c616ce8519203246ef431c756b4ad07a53565f5d Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 15:10:32 +0200 Subject: [PATCH 95/99] Rename build.py/.toml into pybuild.py/.toml --- .github/workflows/main.yml | 16 ++++++++-------- README.md | 14 +++++++------- build.py => pybuild.py | 6 +++--- build.toml => pybuild.toml | 2 +- .../functional_tests/CFML/test__PowderPattern.py | 2 +- 5 files changed, 20 insertions(+), 20 deletions(-) rename build.py => pybuild.py (99%) rename build.toml => pybuild.toml (99%) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index e48f05c..1ef6bc0 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -71,7 +71,7 @@ jobs: - name: Create build scripts in scripts/scripts shell: bash run: > - python3 build.py + python3 pybuild.py --create-scripts --platform ${{ runner.os }} --compiler ${{ matrix.toolchain.exe }} @@ -170,7 +170,7 @@ jobs: - name: Prepare for uploading Python package wheel of pyCFML shell: bash - run: echo "WHEEL_DIR=$(python3 build.py --print-wheel-dir)" >> $GITHUB_ENV + run: echo "WHEEL_DIR=$(python3 pybuild.py --print-wheel-dir)" >> $GITHUB_ENV - name: Upload zipped Python package wheel of pyCFML for next job uses: actions/upload-artifact@v4 @@ -229,7 +229,7 @@ jobs: - name: Create job step scripts shell: bash run: > - python3 build.py + python3 pybuild.py --create-scripts --platform ${{ runner.os }} --compiler ${{ matrix.toolchain.exe }} @@ -239,7 +239,7 @@ jobs: - name: Prepare for downloading Python package wheel of pyCFML shell: bash - run: echo "WHEEL_DIR=$(python3 build.py --print-wheel-dir)" >> $GITHUB_ENV + run: echo "WHEEL_DIR=$(python3 pybuild.py --print-wheel-dir)" >> $GITHUB_ENV - name: Download zipped pyCFML wheel from previous job uses: actions/download-artifact@v4 @@ -327,7 +327,7 @@ jobs: - name: Create build scripts in scripts/scripts shell: bash run: > - python3 build.py + python3 pybuild.py --create-scripts --platform ${{ runner.os }} --compiler ${{ matrix.toolchain.exe }} @@ -402,9 +402,9 @@ jobs: - name: Prepare for uploading Python package wheel of pyCFML shell: bash run: | - echo "WHEEL_DIR=$(python3 build.py --print-wheel-dir)" >> $GITHUB_ENV - echo "RELEASE_VERSION=$(python3 build.py --print-release-version)" >> $GITHUB_ENV - echo "RELEASE_TITLE=$(python3 build.py --print-release-title)" >> $GITHUB_ENV + echo "WHEEL_DIR=$(python3 pybuild.py --print-wheel-dir)" >> $GITHUB_ENV + echo "RELEASE_VERSION=$(python3 pybuild.py --print-release-version)" >> $GITHUB_ENV + echo "RELEASE_TITLE=$(python3 pybuild.py --print-release-title)" >> $GITHUB_ENV - name: Upload Python package wheel to releases (non-master branch) if: github.event_name == 'push' && env.BRANCH_NAME != 'master' diff --git a/README.md b/README.md index 323f8db..7906e26 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,7 @@ This is a repository for creating a python library **pycrysfml** based on the ne | Platform / Compiler | gfortran | ifx | ifort | nagfor | | ------------------------- | -------- | ----------- | ------------- | ---------- | | Windows 10 | ✅ | ❌1 | ✅ | ⚙️ Testing | -| Ubuntu 22.04 | ✅ | ✅ | ✅ | ⚙️ Testing | +| Ubuntu 22.04 | ✅ | ✅ | ✅ | ⚙️ Testing | | macOS 12 (Intel) | ✅ | Unsupported | ❌2 | ⚙️ Testing | | macOS 14 (Apple Silicone) | ✅ | Unsupported | Unsupported | ⚙️ Testing | @@ -23,7 +23,7 @@ Current thread 0x0000068c (most recent call first): ... -scripts/run_pycfml_functional_tests_no_benchmarks.sh: +scripts/run_pycfml_functional_tests_no_benchmarks.sh: line 2: 1359 Segmentation fault ``` * ❌2 Failed at the **Build pyCFML shared obj / dynamic library** step (**'build'** job): @@ -108,13 +108,13 @@ If the standard installation doesn't work for you, try building pycrysfml locall * Print possible options for creating job scripts (_optional_) ``` - python scripts.py --help + python pybuild.py --help ``` * Create job scripts with default options ``` - python scripts.py + python pybuild.py --create-scripts ``` * Print some build-specific variables (_optional_) @@ -133,13 +133,13 @@ If the standard installation doesn't work for you, try building pycrysfml locall scripts/create_pycfml_build_dir.sh scripts/create_pycfml_dist_dir.sh ``` - + * Download CFML repository ``` scripts/download_cfml_repo.sh ``` - + * Build CFML modules ``` @@ -147,7 +147,7 @@ If the standard installation doesn't work for you, try building pycrysfml locall scripts/build_cfml_modules_obj.sh scripts/delete_renamed_global_deps_file.sh ``` - + * Build CFML static library ``` diff --git a/build.py b/pybuild.py similarity index 99% rename from build.py rename to pybuild.py index 6614b43..b18e46d 100644 --- a/build.py +++ b/pybuild.py @@ -1042,8 +1042,8 @@ def change_runpath_for_built_pycfml(): # install_name_tool -rpath /opt/intel/oneapi/compiler/2023.2.0/mac/bin/intel64/../../compiler/lib @loader_path dist/pyCFML/pycrysfml/crysfml08lib.so # install_name_tool -delete_rpath /usr/local/Cellar/gcc/13.2.0/lib/gcc/current dist/pyCFML/pycrysfml/crysfml08lib.so # install_name_tool -change /usr/local/opt/gcc/lib/gcc/current/libgfortran.5.dylib @rpath/libgfortran.5.dylib dist/pyCFML/pycrysfml/crysfml08lib.so - # otool -l dist/pyCFML/pycrysfml/crysfml08lib.so | grep RPATH -A2 # build.rpaths in in build.toml - # otool -L dist/pyCFML/pycrysfml/crysfml08lib.so # build.dependent-libs in build.toml + # otool -l dist/pyCFML/pycrysfml/crysfml08lib.so | grep RPATH -A2 # build.rpaths in in pybuild.toml + # otool -L dist/pyCFML/pycrysfml/crysfml08lib.so # build.dependent-libs in pybuild.toml try: rpaths = CONFIG['build']['rpaths'][_platform()][_processor()][_compiler_name()] except KeyError: @@ -1327,7 +1327,7 @@ def run_pycfml_functional_tests_no_benchmarks(): if __name__ == '__main__': ARGS = parsed_args() PYPROJECT = loaded_pyproject() - CONFIG = loaded_config('build.toml') + CONFIG = loaded_config('pybuild.toml') if ARGS.print_wheel_dir: # NEED FIX. Maybe save extras to toml as in EDA? _print_wheel_dir() diff --git a/build.toml b/pybuild.toml similarity index 99% rename from build.toml rename to pybuild.toml index 7cb3064..db89eed 100644 --- a/build.toml +++ b/pybuild.toml @@ -35,7 +35,7 @@ pyapigen = 'repo/CFML/Scripts/PythonAPI/apigen.py' [pycfml] log-name = 'pyCFML' src-name = 'crysfml08lib' -dynamic-lib-name = 'crysfml08lib' # NEED FIX: currently not in use in build.py +dynamic-lib-name = 'crysfml08lib' # NEED FIX: currently not in use in pybuild.py [pycfml.dir] build-src = 'build/pyCFML/src' # content will be generated by apigen.py diff --git a/tests/functional_tests/CFML/test__PowderPattern.py b/tests/functional_tests/CFML/test__PowderPattern.py index 03c7fbe..cdcb110 100644 --- a/tests/functional_tests/CFML/test__PowderPattern.py +++ b/tests/functional_tests/CFML/test__PowderPattern.py @@ -20,7 +20,7 @@ def set_crysfml_db_path(): """Sets the env variable 'CRYSFML_DB' as the path to the 'Databases' directory containing the file 'magnetic_data.txt'.""" default = os.path.join(os.getcwd(), '..', '..', '..') project_dir = os.getenv('GITHUB_WORKSPACE', default=default) # locally do: export GITHUB_WORKSPACE=`pwd` - config_path = os.path.join(project_dir, 'scripts.toml') + config_path = os.path.join(project_dir, 'pybuild.toml') with open(config_path, 'rb') as f: CONFIG = tomllib.load(f) db_relpath = CONFIG['cfml']['dir']['repo-database'] From f147067fe62761cfb41df63cd5c157e55565d235 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 15:16:10 +0200 Subject: [PATCH 96/99] Remove ipynb checkpoints from saving to GIT --- .gitignore | 3 + .../srtio3-checkpoint.ipynb | 712 ---------------- ...srtio3-pattern-simulation-checkpoint.ipynb | 784 ------------------ 3 files changed, 3 insertions(+), 1496 deletions(-) delete mode 100644 examples/.ipynb_checkpoints/srtio3-checkpoint.ipynb delete mode 100644 examples/pyCFML/cfml_utilities/powder_pattern_from_json/.ipynb_checkpoints/srtio3-pattern-simulation-checkpoint.ipynb diff --git a/.gitignore b/.gitignore index 8db53f3..6c3ced3 100644 --- a/.gitignore +++ b/.gitignore @@ -6,6 +6,9 @@ __pycache__ build *.spec +# Jupyter Notebook +.ipynb_checkpoints + # PyCharm .idea diff --git a/examples/.ipynb_checkpoints/srtio3-checkpoint.ipynb b/examples/.ipynb_checkpoints/srtio3-checkpoint.ipynb deleted file mode 100644 index 1762369..0000000 --- a/examples/.ipynb_checkpoints/srtio3-checkpoint.ipynb +++ /dev/null @@ -1,712 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "8a365a14", - "metadata": { - "pycharm": { - "name": "#%% md\n" - } - }, - "source": [ - "# Simulation of the diffraction pattern\n", - "This notebook shows how we can create a sample (phase) from atoms and calculate diffraction profiles using both constant wavelength and time-of-flight experiment types." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "9ecc4733", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-22T16:09:43.291492Z", - "start_time": "2024-07-22T16:09:43.289513Z" - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [], - "source": [ - "from bokeh.io import output_notebook\n", - "from bokeh.io import show\n", - "from bokeh.plotting import figure\n", - "import copy\n", - "import os\n", - "import numpy as np\n", - "\n", - "from pycrysfml import crysfml08lib" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "d76d50fc", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-22T16:09:43.577764Z", - "start_time": "2024-07-22T16:09:43.571859Z" - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - "
\n", - " \n", - " Loading BokehJS ...\n", - "
\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/javascript": [ - "'use strict';\n", - "(function(root) {\n", - " function now() {\n", - " return new Date();\n", - " }\n", - "\n", - " const force = true;\n", - "\n", - " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", - " root._bokeh_onload_callbacks = [];\n", - " root._bokeh_is_loading = undefined;\n", - " }\n", - "\n", - "const JS_MIME_TYPE = 'application/javascript';\n", - " const HTML_MIME_TYPE = 'text/html';\n", - " const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", - " const CLASS_NAME = 'output_bokeh rendered_html';\n", - "\n", - " /**\n", - " * Render data to the DOM node\n", - " */\n", - " function render(props, node) {\n", - " const script = document.createElement(\"script\");\n", - " node.appendChild(script);\n", - " }\n", - "\n", - " /**\n", - " * Handle when an output is cleared or removed\n", - " */\n", - " function handleClearOutput(event, handle) {\n", - " function drop(id) {\n", - " const view = Bokeh.index.get_by_id(id)\n", - " if (view != null) {\n", - " view.model.document.clear()\n", - " Bokeh.index.delete(view)\n", - " }\n", - " }\n", - "\n", - " const cell = handle.cell;\n", - "\n", - " const id = cell.output_area._bokeh_element_id;\n", - " const server_id = cell.output_area._bokeh_server_id;\n", - "\n", - " // Clean up Bokeh references\n", - " if (id != null) {\n", - " drop(id)\n", - " }\n", - "\n", - " if (server_id !== undefined) {\n", - " // Clean up Bokeh references\n", - " const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n", - " cell.notebook.kernel.execute(cmd_clean, {\n", - " iopub: {\n", - " output: function(msg) {\n", - " const id = msg.content.text.trim()\n", - " drop(id)\n", - " }\n", - " }\n", - " });\n", - " // Destroy server and session\n", - " const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", - " cell.notebook.kernel.execute(cmd_destroy);\n", - " }\n", - " }\n", - "\n", - " /**\n", - " * Handle when a new output is added\n", - " */\n", - " function handleAddOutput(event, handle) {\n", - " const output_area = handle.output_area;\n", - " const output = handle.output;\n", - "\n", - " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", - " if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n", - " return\n", - " }\n", - "\n", - " const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", - "\n", - " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n", - " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n", - " // store reference to embed id on output_area\n", - " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", - " }\n", - " if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", - " const bk_div = document.createElement(\"div\");\n", - " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", - " const script_attrs = bk_div.children[0].attributes;\n", - " for (let i = 0; i < script_attrs.length; i++) {\n", - " toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n", - " toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n", - " }\n", - " // store reference to server id on output_area\n", - " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", - " }\n", - " }\n", - "\n", - " function register_renderer(events, OutputArea) {\n", - "\n", - " function append_mime(data, metadata, element) {\n", - " // create a DOM node to render to\n", - " const toinsert = this.create_output_subarea(\n", - " metadata,\n", - " CLASS_NAME,\n", - " EXEC_MIME_TYPE\n", - " );\n", - " this.keyboard_manager.register_events(toinsert);\n", - " // Render to node\n", - " const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", - " render(props, toinsert[toinsert.length - 1]);\n", - " element.append(toinsert);\n", - " return toinsert\n", - " }\n", - "\n", - " /* Handle when an output is cleared or removed */\n", - " events.on('clear_output.CodeCell', handleClearOutput);\n", - " events.on('delete.Cell', handleClearOutput);\n", - "\n", - " /* Handle when a new output is added */\n", - " events.on('output_added.OutputArea', handleAddOutput);\n", - "\n", - " /**\n", - " * Register the mime type and append_mime function with output_area\n", - " */\n", - " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", - " /* Is output safe? */\n", - " safe: true,\n", - " /* Index of renderer in `output_area.display_order` */\n", - " index: 0\n", - " });\n", - " }\n", - "\n", - " // register the mime type if in Jupyter Notebook environment and previously unregistered\n", - " if (root.Jupyter !== undefined) {\n", - " const events = require('base/js/events');\n", - " const OutputArea = require('notebook/js/outputarea').OutputArea;\n", - "\n", - " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", - " register_renderer(events, OutputArea);\n", - " }\n", - " }\n", - " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n", - " root._bokeh_timeout = Date.now() + 5000;\n", - " root._bokeh_failed_load = false;\n", - " }\n", - "\n", - " const NB_LOAD_WARNING = {'data': {'text/html':\n", - " \"
\\n\"+\n", - " \"

\\n\"+\n", - " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", - " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", - " \"

\\n\"+\n", - " \"
    \\n\"+\n", - " \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n", - " \"
  • use INLINE resources instead, as so:
    • \\n\"+\n", - " \"
\\n\"+\n", - " \"\\n\"+\n", - " \"from bokeh.resources import INLINE\\n\"+\n", - " \"output_notebook(resources=INLINE)\\n\"+\n", - " \"\\n\"+\n", - " \"
\"}};\n", - "\n", - " function display_loaded(error = null) {\n", - " const el = document.getElementById(\"eaed963e-33dc-4f6a-8300-333af7130df7\");\n", - " if (el != null) {\n", - " const html = (() => {\n", - " if (typeof root.Bokeh === \"undefined\") {\n", - " if (error == null) {\n", - " return \"BokehJS is loading ...\";\n", - " } else {\n", - " return \"BokehJS failed to load.\";\n", - " }\n", - " } else {\n", - " const prefix = `BokehJS ${root.Bokeh.version}`;\n", - " if (error == null) {\n", - " return `${prefix} successfully loaded.`;\n", - " } else {\n", - " return `${prefix} encountered errors while loading and may not function as expected.`;\n", - " }\n", - " }\n", - " })();\n", - " el.innerHTML = html;\n", - "\n", - " if (error != null) {\n", - " const wrapper = document.createElement(\"div\");\n", - " wrapper.style.overflow = \"auto\";\n", - " wrapper.style.height = \"5em\";\n", - " wrapper.style.resize = \"vertical\";\n", - " const content = document.createElement(\"div\");\n", - " content.style.fontFamily = \"monospace\";\n", - " content.style.whiteSpace = \"pre-wrap\";\n", - " content.style.backgroundColor = \"rgb(255, 221, 221)\";\n", - " content.textContent = error.stack ?? error.toString();\n", - " wrapper.append(content);\n", - " el.append(wrapper);\n", - " }\n", - " } else if (Date.now() < root._bokeh_timeout) {\n", - " setTimeout(() => display_loaded(error), 100);\n", - " }\n", - " }\n", - "\n", - " function run_callbacks() {\n", - " try {\n", - " root._bokeh_onload_callbacks.forEach(function(callback) {\n", - " if (callback != null)\n", - " callback();\n", - " });\n", - " } finally {\n", - " delete root._bokeh_onload_callbacks\n", - " }\n", - " console.debug(\"Bokeh: all callbacks have finished\");\n", - " }\n", - "\n", - " function load_libs(css_urls, js_urls, callback) {\n", - " if (css_urls == null) css_urls = [];\n", - " if (js_urls == null) js_urls = [];\n", - "\n", - " root._bokeh_onload_callbacks.push(callback);\n", - " if (root._bokeh_is_loading > 0) {\n", - " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", - " return null;\n", - " }\n", - " if (js_urls == null || js_urls.length === 0) {\n", - " run_callbacks();\n", - " return null;\n", - " }\n", - " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", - " root._bokeh_is_loading = css_urls.length + js_urls.length;\n", - "\n", - " function on_load() {\n", - " root._bokeh_is_loading--;\n", - " if (root._bokeh_is_loading === 0) {\n", - " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", - " run_callbacks()\n", - " }\n", - " }\n", - "\n", - " function on_error(url) {\n", - " console.error(\"failed to load \" + url);\n", - " }\n", - "\n", - " for (let i = 0; i < css_urls.length; i++) {\n", - " const url = css_urls[i];\n", - " const element = document.createElement(\"link\");\n", - " element.onload = on_load;\n", - " element.onerror = on_error.bind(null, url);\n", - " element.rel = \"stylesheet\";\n", - " element.type = \"text/css\";\n", - " element.href = url;\n", - " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", - " document.body.appendChild(element);\n", - " }\n", - "\n", - " for (let i = 0; i < js_urls.length; i++) {\n", - " const url = js_urls[i];\n", - " const element = document.createElement('script');\n", - " element.onload = on_load;\n", - " element.onerror = on_error.bind(null, url);\n", - " element.async = false;\n", - " element.src = url;\n", - " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", - " document.head.appendChild(element);\n", - " }\n", - " };\n", - "\n", - " function inject_raw_css(css) {\n", - " const element = document.createElement(\"style\");\n", - " element.appendChild(document.createTextNode(css));\n", - " document.body.appendChild(element);\n", - " }\n", - "\n", - " const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n", - " const css_urls = [];\n", - "\n", - " const inline_js = [ function(Bokeh) {\n", - " Bokeh.set_log_level(\"info\");\n", - " },\n", - "function(Bokeh) {\n", - " }\n", - " ];\n", - "\n", - " function run_inline_js() {\n", - " if (root.Bokeh !== undefined || force === true) {\n", - " try {\n", - " for (let i = 0; i < inline_js.length; i++) {\n", - " inline_js[i].call(root, root.Bokeh);\n", - " }\n", - "\n", - " } catch (error) {display_loaded(error);throw error;\n", - " }if (force === true) {\n", - " display_loaded();\n", - " }} else if (Date.now() < root._bokeh_timeout) {\n", - " setTimeout(run_inline_js, 100);\n", - " } else if (!root._bokeh_failed_load) {\n", - " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", - " root._bokeh_failed_load = true;\n", - " } else if (force !== true) {\n", - " const cell = $(document.getElementById(\"eaed963e-33dc-4f6a-8300-333af7130df7\")).parents('.cell').data().cell;\n", - " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n", - " }\n", - " }\n", - "\n", - " if (root._bokeh_is_loading === 0) {\n", - " console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", - " run_inline_js();\n", - " } else {\n", - " load_libs(css_urls, js_urls, function() {\n", - " console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", - " run_inline_js();\n", - " });\n", - " }\n", - "}(window));" - ], - "application/vnd.bokehjs_load.v0+json": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"eaed963e-33dc-4f6a-8300-333af7130df7\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"eaed963e-33dc-4f6a-8300-333af7130df7\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "output_notebook()\n", - "FIGURE_WIDTH = 990\n", - "FIGURE_HEIGHT = 300" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "d2cc80ff", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-22T16:09:43.799173Z", - "start_time": "2024-07-22T16:09:43.797413Z" - } - }, - "outputs": [], - "source": [ - "# access to Databases/magnetic_data.txt\n", - "os.environ['CRYSFML_DB'] = os.path.join(os.path.dirname(crysfml08lib.__file__), 'Databases')" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "3752d741", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-22T16:13:01.060488Z", - "start_time": "2024-07-22T16:13:01.054666Z" - } - }, - "outputs": [], - "source": [ - "STUDY_DICT = {\n", - " \"phases\": [\n", - " {\n", - " \"SrTiO3\": {\n", - " \"_space_group_name_H-M_alt\": \"P m -3 m\",\n", - " #\"_space_group_name_H-M_alt\": \"P n m a\",\n", - " \"_cell_length_a\": 3.9,\n", - " \"_cell_length_b\": 3.9,\n", - " \"_cell_length_c\": 3.9,\n", - " \"_cell_angle_alpha\": 90,\n", - " \"_cell_angle_beta\": 90,\n", - " \"_cell_angle_gamma\": 90,\n", - " \"_atom_site\": [\n", - " {\n", - " \"_label\": \"Sr\",\n", - " \"_type_symbol\": \"Sr\",\n", - " \"_fract_x\": 0.5,\n", - " \"_fract_y\": 0.5,\n", - " \"_fract_z\": 0.5,\n", - " \"_occupancy\": 1,\n", - " \"_adp_type\": \"Biso\",\n", - " \"_B_iso_or_equiv\": 0.40\n", - " },\n", - " {\n", - " \"_label\": \"Ti\",\n", - " \"_type_symbol\": \"Ti\",\n", - " \"_fract_x\": 0,\n", - " \"_fract_y\": 0,\n", - " \"_fract_z\": 0,\n", - " \"_occupancy\": 1,\n", - " \"_adp_type\": \"Biso\",\n", - " \"_B_iso_or_equiv\": 0.50\n", - " },\n", - " {\n", - " \"_label\": \"O\",\n", - " \"_type_symbol\": \"O\",\n", - " \"_fract_x\": 0.5,\n", - " \"_fract_y\": 0,\n", - " \"_fract_z\": 0,\n", - " \"_occupancy\": 1,\n", - " \"_adp_type\": \"Biso\",\n", - " \"_B_iso_or_equiv\": 0.65\n", - " }\n", - " ]\n", - " }\n", - " }\n", - " ],\n", - " \"experiments\": [\n", - " {\n", - " \"NPD\": {\n", - " \"_diffrn_source\": \"nuclear reactor\",\n", - " \"_diffrn_radiation_probe\": \"neutron\",\n", - " \"_diffrn_radiation_wavelength\": 1.27,\n", - " \"_pd_instr_resolution_u\": 0.02,\n", - " \"_pd_instr_resolution_v\": -0.02,\n", - " \"_pd_instr_resolution_w\": 0.12,\n", - " \"_pd_instr_resolution_x\": 0.0015,\n", - " \"_pd_instr_resolution_y\": 0,\n", - " \"_pd_instr_reflex_asymmetry_p1\": 0,\n", - " \"_pd_instr_reflex_asymmetry_p2\": 0,\n", - " \"_pd_instr_reflex_asymmetry_p3\": 0,\n", - " \"_pd_instr_reflex_asymmetry_p4\": 0,\n", - " \"_pd_meas_2theta_offset\": 0,\n", - " \"_pd_meas_2theta_range_min\": 1,\n", - " \"_pd_meas_2theta_range_max\": 140,\n", - " \"_pd_meas_2theta_range_inc\": 0.05,\n", - " \"_phase\": [\n", - " {\n", - " \"_label\": \"SrTiO3\",\n", - " \"_scale\": 1\n", - " }\n", - " ],\n", - " \"_pd_background\": [\n", - " {\n", - " \"_2theta\": 1,\n", - " \"_intensity\": 20\n", - " },\n", - " {\n", - " \"_2theta\": 140,\n", - " \"_intensity\": 20\n", - " }\n", - " ]\n", - " }\n", - " }\n", - " ]\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "80f17cdc", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-22T16:13:01.402554Z", - "start_time": "2024-07-22T16:13:01.398813Z" - } - }, - "outputs": [], - "source": [ - "# Help functions\n", - "\n", - "def path_to_desired(file_name:str):\n", - " return os.path.join(os.getcwd(), file_name)\n", - "\n", - "def phase_name_by_idx(study_dict:dict, phase_idx:int=0):\n", - " return list(study_dict['phases'][phase_idx].keys())[phase_idx]\n", - "\n", - "def space_group_by_phase_idx(study_dict:dict, phase_idx:int=0):\n", - " phase_name = phase_name_by_idx(study_dict, phase_idx)\n", - " return study_dict['phases'][phase_idx][phase_name]['_space_group_name_H-M_alt']\n", - "\n", - "def set_space_group_by_phase_idx(study_dict:dict, phase_idx:int, space_group:str):\n", - " phase_name = phase_name_by_idx(study_dict, phase_idx)\n", - " study_dict['phases'][phase_idx][phase_name]['_space_group_name_H-M_alt'] = space_group\n", - "\n", - "def compute_pattern(study_dict:dict):\n", - " _, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays\n", - " y = y.astype(np.float64)\n", - " return y" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "528e804d5d15225e", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-22T16:13:01.626731Z", - "start_time": "2024-07-22T16:13:01.586998Z" - } - }, - "outputs": [], - "source": [ - "desired = np.loadtxt(path_to_desired('srtio3-pmmm-pattern_Andrew-ifort.xy'), unpack=True)\n", - "_, desired = np.loadtxt(path_to_desired('srtio3-pm3m-pattern_Nebil-ifort.xy'), unpack=True)\n", - "desired = desired - 20.0 # remove background\n", - "study_dict = copy.deepcopy(STUDY_DICT)\n", - "set_space_group_by_phase_idx(study_dict, phase_idx=0, space_group='P n m a')\n", - "actual = compute_pattern(study_dict)\n", - "actual = actual * 1000" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "f556cc94", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-22T16:13:01.768360Z", - "start_time": "2024-07-22T16:13:01.766211Z" - } - }, - "outputs": [], - "source": [ - "x = np.arange(start=1, stop=140+0.05, step=0.05)" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "fd69f347d54ec446", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-22T16:13:01.988798Z", - "start_time": "2024-07-22T16:13:01.944451Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "
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\"},\"shape\":[2781],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p1242\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p1243\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1238\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"blue\",\"line_width\":2}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1239\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"blue\",\"line_alpha\":0.1,\"line_width\":2}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1240\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"blue\",\"line_alpha\":0.2,\"line_width\":2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p1198\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p1211\"},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p1212\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p1213\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p1214\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p1220\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p1219\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p1221\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p1222\"},{\"type\":\"object\",\"name\":\"HelpTool\",\"id\":\"p1223\"}]}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1206\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1207\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1208\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1209\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1201\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1202\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1203\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1204\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1205\",\"attributes\":{\"axis\":{\"id\":\"p1201\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1210\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1206\"}}},{\"type\":\"object\",\"name\":\"Legend\",\"id\":\"p1233\",\"attributes\":{\"items\":[{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1234\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"desired\"},\"renderers\":[{\"id\":\"p1230\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1244\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"actual\"},\"renderers\":[{\"id\":\"p1241\"}]}}]}}]}}]}};\n", - " const render_items = [{\"docid\":\"7947612f-4499-4f0c-a203-5197f14f9896\",\"roots\":{\"p1190\":\"f9c09d94-ca3d-4deb-beba-924e0d726685\"},\"root_ids\":[\"p1190\"]}];\n", - " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", - " }\n", - " if (root.Bokeh !== undefined) {\n", - " embed_document(root);\n", - " } else {\n", - " let attempts = 0;\n", - " const timer = setInterval(function(root) {\n", - " if (root.Bokeh !== undefined) {\n", - " clearInterval(timer);\n", - " embed_document(root);\n", - " } else {\n", - " attempts++;\n", - " if (attempts > 100) {\n", - " clearInterval(timer);\n", - " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", - " }\n", - " }\n", - " }, 10, root)\n", - " }\n", - "})(window);" - ], - "application/vnd.bokehjs_exec.v0+json": "" - }, - "metadata": { - "application/vnd.bokehjs_exec.v0+json": { - "id": "p1190" - } - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = figure(width=FIGURE_WIDTH, height=FIGURE_HEIGHT)\n", - "fig.line(x, desired, legend_label='desired', color='orangered', line_width=2)\n", - "fig.line(x, actual, legend_label='actual', color='blue', line_width=2)\n", - "#fig.line(x, actual-desired, legend_label='diff', color='green', line_width=2)\n", - "show(fig)" - ] - }, - { - "cell_type": "code", - "execution_count": 54, - "id": "964a20b70ae16d1", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-22T16:13:02.133367Z", - "start_time": "2024-07-22T16:13:02.131873Z" - } - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 54, - "id": "5671bf9407b201ef", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-22T16:13:02.289122Z", - "start_time": "2024-07-22T16:13:02.287615Z" - } - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6d3cb90d5d3a6877", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.7" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/examples/pyCFML/cfml_utilities/powder_pattern_from_json/.ipynb_checkpoints/srtio3-pattern-simulation-checkpoint.ipynb b/examples/pyCFML/cfml_utilities/powder_pattern_from_json/.ipynb_checkpoints/srtio3-pattern-simulation-checkpoint.ipynb deleted file mode 100644 index 229ad83..0000000 --- a/examples/pyCFML/cfml_utilities/powder_pattern_from_json/.ipynb_checkpoints/srtio3-pattern-simulation-checkpoint.ipynb +++ /dev/null @@ -1,784 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "9ecc4733", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-23T12:12:09.858468Z", - "start_time": "2024-07-23T12:12:09.854247Z" - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [], - "source": [ - "from bokeh.io import output_notebook\n", - "from bokeh.io import show\n", - "from bokeh.plotting import figure\n", - "import copy\n", - "import os\n", - "import numpy as np\n", - "\n", - "from pycrysfml import cfml_utilities\n", - "#from pycrysfml import crysfml08lib" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "d76d50fc", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-23T12:12:10.327309Z", - "start_time": "2024-07-23T12:12:10.317495Z" - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - "
\n", - " \n", - " Loading BokehJS ...\n", - "
\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/javascript": [ - "'use strict';\n", - "(function(root) {\n", - " function now() {\n", - " return new Date();\n", - " }\n", - "\n", - " const force = true;\n", - "\n", - " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", - " root._bokeh_onload_callbacks = [];\n", - " root._bokeh_is_loading = undefined;\n", - " }\n", - "\n", - "const JS_MIME_TYPE = 'application/javascript';\n", - " const HTML_MIME_TYPE = 'text/html';\n", - " const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", - " const CLASS_NAME = 'output_bokeh rendered_html';\n", - "\n", - " /**\n", - " * Render data to the DOM node\n", - " */\n", - " function render(props, node) {\n", - " const script = document.createElement(\"script\");\n", - " node.appendChild(script);\n", - " }\n", - "\n", - " /**\n", - " * Handle when an output is cleared or removed\n", - " */\n", - " function handleClearOutput(event, handle) {\n", - " function drop(id) {\n", - " const view = Bokeh.index.get_by_id(id)\n", - " if (view != null) {\n", - " view.model.document.clear()\n", - " Bokeh.index.delete(view)\n", - " }\n", - " }\n", - "\n", - " const cell = handle.cell;\n", - "\n", - " const id = cell.output_area._bokeh_element_id;\n", - " const server_id = cell.output_area._bokeh_server_id;\n", - "\n", - " // Clean up Bokeh references\n", - " if (id != null) {\n", - " drop(id)\n", - " }\n", - "\n", - " if (server_id !== undefined) {\n", - " // Clean up Bokeh references\n", - " const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n", - " cell.notebook.kernel.execute(cmd_clean, {\n", - " iopub: {\n", - " output: function(msg) {\n", - " const id = msg.content.text.trim()\n", - " drop(id)\n", - " }\n", - " }\n", - " });\n", - " // Destroy server and session\n", - " const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", - " cell.notebook.kernel.execute(cmd_destroy);\n", - " }\n", - " }\n", - "\n", - " /**\n", - " * Handle when a new output is added\n", - " */\n", - " function handleAddOutput(event, handle) {\n", - " const output_area = handle.output_area;\n", - " const output = handle.output;\n", - "\n", - " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", - " if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n", - " return\n", - " }\n", - "\n", - " const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", - "\n", - " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n", - " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n", - " // store reference to embed id on output_area\n", - " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", - " }\n", - " if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", - " const bk_div = document.createElement(\"div\");\n", - " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", - " const script_attrs = bk_div.children[0].attributes;\n", - " for (let i = 0; i < script_attrs.length; i++) {\n", - " toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n", - " toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n", - " }\n", - " // store reference to server id on output_area\n", - " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", - " }\n", - " }\n", - "\n", - " function register_renderer(events, OutputArea) {\n", - "\n", - " function append_mime(data, metadata, element) {\n", - " // create a DOM node to render to\n", - " const toinsert = this.create_output_subarea(\n", - " metadata,\n", - " CLASS_NAME,\n", - " EXEC_MIME_TYPE\n", - " );\n", - " this.keyboard_manager.register_events(toinsert);\n", - " // Render to node\n", - " const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", - " render(props, toinsert[toinsert.length - 1]);\n", - " element.append(toinsert);\n", - " return toinsert\n", - " }\n", - "\n", - " /* Handle when an output is cleared or removed */\n", - " events.on('clear_output.CodeCell', handleClearOutput);\n", - " events.on('delete.Cell', handleClearOutput);\n", - "\n", - " /* Handle when a new output is added */\n", - " events.on('output_added.OutputArea', handleAddOutput);\n", - "\n", - " /**\n", - " * Register the mime type and append_mime function with output_area\n", - " */\n", - " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", - " /* Is output safe? */\n", - " safe: true,\n", - " /* Index of renderer in `output_area.display_order` */\n", - " index: 0\n", - " });\n", - " }\n", - "\n", - " // register the mime type if in Jupyter Notebook environment and previously unregistered\n", - " if (root.Jupyter !== undefined) {\n", - " const events = require('base/js/events');\n", - " const OutputArea = require('notebook/js/outputarea').OutputArea;\n", - "\n", - " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", - " register_renderer(events, OutputArea);\n", - " }\n", - " }\n", - " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n", - " root._bokeh_timeout = Date.now() + 5000;\n", - " root._bokeh_failed_load = false;\n", - " }\n", - "\n", - " const NB_LOAD_WARNING = {'data': {'text/html':\n", - " \"
\\n\"+\n", - " \"

\\n\"+\n", - " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", - " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", - " \"

\\n\"+\n", - " \"
    \\n\"+\n", - " \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n", - " \"
  • use INLINE resources instead, as so:
    • \\n\"+\n", - " \"
\\n\"+\n", - " \"\\n\"+\n", - " \"from bokeh.resources import INLINE\\n\"+\n", - " \"output_notebook(resources=INLINE)\\n\"+\n", - " \"\\n\"+\n", - " \"
\"}};\n", - "\n", - " function display_loaded(error = null) {\n", - " const el = document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\");\n", - " if (el != null) {\n", - " const html = (() => {\n", - " if (typeof root.Bokeh === \"undefined\") {\n", - " if (error == null) {\n", - " return \"BokehJS is loading ...\";\n", - " } else {\n", - " return \"BokehJS failed to load.\";\n", - " }\n", - " } else {\n", - " const prefix = `BokehJS ${root.Bokeh.version}`;\n", - " if (error == null) {\n", - " return `${prefix} successfully loaded.`;\n", - " } else {\n", - " return `${prefix} encountered errors while loading and may not function as expected.`;\n", - " }\n", - " }\n", - " })();\n", - " el.innerHTML = html;\n", - "\n", - " if (error != null) {\n", - " const wrapper = document.createElement(\"div\");\n", - " wrapper.style.overflow = \"auto\";\n", - " wrapper.style.height = \"5em\";\n", - " wrapper.style.resize = \"vertical\";\n", - " const content = document.createElement(\"div\");\n", - " content.style.fontFamily = \"monospace\";\n", - " content.style.whiteSpace = \"pre-wrap\";\n", - " content.style.backgroundColor = \"rgb(255, 221, 221)\";\n", - " content.textContent = error.stack ?? error.toString();\n", - " wrapper.append(content);\n", - " el.append(wrapper);\n", - " }\n", - " } else if (Date.now() < root._bokeh_timeout) {\n", - " setTimeout(() => display_loaded(error), 100);\n", - " }\n", - " }\n", - "\n", - " function run_callbacks() {\n", - " try {\n", - " root._bokeh_onload_callbacks.forEach(function(callback) {\n", - " if (callback != null)\n", - " callback();\n", - " });\n", - " } finally {\n", - " delete root._bokeh_onload_callbacks\n", - " }\n", - " console.debug(\"Bokeh: all callbacks have finished\");\n", - " }\n", - "\n", - " function load_libs(css_urls, js_urls, callback) {\n", - " if (css_urls == null) css_urls = [];\n", - " if (js_urls == null) js_urls = [];\n", - "\n", - " root._bokeh_onload_callbacks.push(callback);\n", - " if (root._bokeh_is_loading > 0) {\n", - " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", - " return null;\n", - " }\n", - " if (js_urls == null || js_urls.length === 0) {\n", - " run_callbacks();\n", - " return null;\n", - " }\n", - " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", - " root._bokeh_is_loading = css_urls.length + js_urls.length;\n", - "\n", - " function on_load() {\n", - " root._bokeh_is_loading--;\n", - " if (root._bokeh_is_loading === 0) {\n", - " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", - " run_callbacks()\n", - " }\n", - " }\n", - "\n", - " function on_error(url) {\n", - " console.error(\"failed to load \" + url);\n", - " }\n", - "\n", - " for (let i = 0; i < css_urls.length; i++) {\n", - " const url = css_urls[i];\n", - " const element = document.createElement(\"link\");\n", - " element.onload = on_load;\n", - " element.onerror = on_error.bind(null, url);\n", - " element.rel = \"stylesheet\";\n", - " element.type = \"text/css\";\n", - " element.href = url;\n", - " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", - " document.body.appendChild(element);\n", - " }\n", - "\n", - " for (let i = 0; i < js_urls.length; i++) {\n", - " const url = js_urls[i];\n", - " const element = document.createElement('script');\n", - " element.onload = on_load;\n", - " element.onerror = on_error.bind(null, url);\n", - " element.async = false;\n", - " element.src = url;\n", - " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", - " document.head.appendChild(element);\n", - " }\n", - " };\n", - "\n", - " function inject_raw_css(css) {\n", - " const element = document.createElement(\"style\");\n", - " element.appendChild(document.createTextNode(css));\n", - " document.body.appendChild(element);\n", - " }\n", - "\n", - " const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n", - " const css_urls = [];\n", - "\n", - " const inline_js = [ function(Bokeh) {\n", - " Bokeh.set_log_level(\"info\");\n", - " },\n", - "function(Bokeh) {\n", - " }\n", - " ];\n", - "\n", - " function run_inline_js() {\n", - " if (root.Bokeh !== undefined || force === true) {\n", - " try {\n", - " for (let i = 0; i < inline_js.length; i++) {\n", - " inline_js[i].call(root, root.Bokeh);\n", - " }\n", - "\n", - " } catch (error) {display_loaded(error);throw error;\n", - " }if (force === true) {\n", - " display_loaded();\n", - " }} else if (Date.now() < root._bokeh_timeout) {\n", - " setTimeout(run_inline_js, 100);\n", - " } else if (!root._bokeh_failed_load) {\n", - " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", - " root._bokeh_failed_load = true;\n", - " } else if (force !== true) {\n", - " const cell = $(document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\")).parents('.cell').data().cell;\n", - " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n", - " }\n", - " }\n", - "\n", - " if (root._bokeh_is_loading === 0) {\n", - " console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", - " run_inline_js();\n", - " } else {\n", - " load_libs(css_urls, js_urls, function() {\n", - " console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", - " run_inline_js();\n", - " });\n", - " }\n", - "}(window));" - ], - "application/vnd.bokehjs_load.v0+json": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "output_notebook()\n", - "FIGURE_WIDTH = 990\n", - "FIGURE_HEIGHT = 300" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "4042fea98af92add", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-23T12:12:10.779123Z", - "start_time": "2024-07-23T12:12:10.776683Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/Users/andrewsazonov/Development/github.com/EasyScience/TEST_PyCrysFML/.venv/lib/python3.11/site-packages/pycrysfml/Databases'" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "os.environ['CRYSFML_DB']" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "edaa54d891d63ec1", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-23T12:12:11.331354Z", - "start_time": "2024-07-23T12:12:11.328399Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/Users/andrewsazonov/Development/github.com/EasyScience/TEST_PyCrysFML/examples/pyCFML/cfml_utilities/powder_pattern_from_json'" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "os.getcwd()" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "3752d741", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-23T12:12:11.899990Z", - "start_time": "2024-07-23T12:12:11.896406Z" - } - }, - "outputs": [], - "source": [ - "STUDY_DICT_PM3M = {\n", - " \"phases\": [\n", - " {\n", - " \"SrTiO3\": {\n", - " \"_space_group_name_H-M_alt\": \"P m -3 m\",\n", - " \"_cell_length_a\": 3.9,\n", - " \"_cell_length_b\": 3.9,\n", - " \"_cell_length_c\": 3.9,\n", - " \"_cell_angle_alpha\": 90,\n", - " \"_cell_angle_beta\": 90,\n", - " \"_cell_angle_gamma\": 90,\n", - " \"_atom_site\": [\n", - " {\n", - " \"_label\": \"Sr\",\n", - " \"_type_symbol\": \"Sr\",\n", - " \"_fract_x\": 0.5,\n", - " \"_fract_y\": 0.5,\n", - " \"_fract_z\": 0.5,\n", - " \"_occupancy\": 1,\n", - " \"_adp_type\": \"Biso\",\n", - " \"_B_iso_or_equiv\": 0.40\n", - " },\n", - " {\n", - " \"_label\": \"Ti\",\n", - " \"_type_symbol\": \"Ti\",\n", - " \"_fract_x\": 0,\n", - " \"_fract_y\": 0,\n", - " \"_fract_z\": 0,\n", - " \"_occupancy\": 1,\n", - " \"_adp_type\": \"Biso\",\n", - " \"_B_iso_or_equiv\": 0.50\n", - " },\n", - " {\n", - " \"_label\": \"O\",\n", - " \"_type_symbol\": \"O\",\n", - " \"_fract_x\": 0.5,\n", - " \"_fract_y\": 0,\n", - " \"_fract_z\": 0,\n", - " \"_occupancy\": 1,\n", - " \"_adp_type\": \"Biso\",\n", - " \"_B_iso_or_equiv\": 0.65\n", - " }\n", - " ]\n", - " }\n", - " }\n", - " ],\n", - " \"experiments\": [\n", - " {\n", - " \"NPD\": {\n", - " \"_diffrn_source\": \"nuclear reactor\",\n", - " \"_diffrn_radiation_probe\": \"neutron\",\n", - " \"_diffrn_radiation_wavelength\": 1.27,\n", - " \"_pd_instr_resolution_u\": 0.02,\n", - " \"_pd_instr_resolution_v\": -0.02,\n", - " \"_pd_instr_resolution_w\": 0.12,\n", - " \"_pd_instr_resolution_x\": 0.0015,\n", - " \"_pd_instr_resolution_y\": 0,\n", - " \"_pd_instr_reflex_asymmetry_p1\": 0,\n", - " \"_pd_instr_reflex_asymmetry_p2\": 0,\n", - " \"_pd_instr_reflex_asymmetry_p3\": 0,\n", - " \"_pd_instr_reflex_asymmetry_p4\": 0,\n", - " \"_pd_meas_2theta_offset\": 0,\n", - " \"_pd_meas_2theta_range_min\": 1,\n", - " \"_pd_meas_2theta_range_max\": 140,\n", - " \"_pd_meas_2theta_range_inc\": 0.05\n", - " }\n", - " }\n", - " ]\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "f5f7bb5f040685cc", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-23T12:12:12.506873Z", - "start_time": "2024-07-23T12:12:12.503786Z" - } - }, - "outputs": [], - "source": [ - "# Help functions\n", - "\n", - "def generated_x_array(study_dict:dict):\n", - " experiment = study_dict['experiments'][0]['NPD']\n", - " start = experiment['_pd_meas_2theta_range_min']\n", - " stop = experiment['_pd_meas_2theta_range_max']\n", - " step = experiment['_pd_meas_2theta_range_inc']\n", - " x = np.arange(start=start, stop=stop+step, step=step)\n", - " return x\n", - "\n", - "def compute_pattern(study_dict:dict):\n", - " _, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays\n", - " #_, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays\n", - " y = y.astype(np.float64)\n", - " return y" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "bfa4e963497909dd", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-23T12:12:13.146451Z", - "start_time": "2024-07-23T12:12:13.143147Z" - } - }, - "outputs": [], - "source": [ - "def compute_pattern__SrTiO3_Pm3m():\n", - " study_dict = copy.deepcopy(STUDY_DICT_PM3M)\n", - "\n", - " # x array\n", - " x = generated_x_array(study_dict)\n", - "\n", - " # desired y array\n", - " _, desired = np.loadtxt('desired/srtio3-pm3m-pattern_Nebil-ifort.xy', unpack=True)\n", - " desired = desired - 20.0 # remove background\n", - " desired = np.roll(desired, -1) # compensate for a 1-element shift in y data between old Nebil windows build and Andrew current gfortran build\n", - " \n", - " # set space group\n", - " study_dict['phases'][0]['SrTiO3']['_space_group_name_H-M_alt'] = 'P m -3 m'\n", - "\n", - " # actual y array\n", - " actual = compute_pattern(study_dict)\n", - " \n", - " # compare results\n", - " fig = figure(width=FIGURE_WIDTH, height=FIGURE_HEIGHT)\n", - " fig.line(x, desired, legend_label='desired', color='orangered', line_width=5)\n", - " fig.line(x, actual, legend_label='actual', color='steelblue', line_width=2)\n", - " fig.line(x, actual-desired, legend_label='diff', color='green', line_width=1)\n", - " show(fig)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "7836d8d61ea9f2e6", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-23T12:12:13.915802Z", - "start_time": "2024-07-23T12:12:13.912942Z" - } - }, - "outputs": [], - "source": [ - "def compute_pattern__SrTiO3_Pnma():\n", - " study_dict = copy.deepcopy(STUDY_DICT_PM3M)\n", - "\n", - " # x array\n", - " x = generated_x_array(study_dict)\n", - "\n", - " # desired y array\n", - " desired = np.loadtxt('desired/srtio3-pnma-pattern_Andrew-ifort.y', unpack=True)\n", - " desired = desired - 20.0 # remove background\n", - " \n", - " # set space group\n", - " study_dict['phases'][0]['SrTiO3']['_space_group_name_H-M_alt'] = 'P n m a'\n", - "\n", - " # actual y array\n", - " actual = compute_pattern(study_dict)\n", - " \n", - " # compare results\n", - " fig = figure(width=FIGURE_WIDTH, height=FIGURE_HEIGHT)\n", - " fig.line(x, desired, legend_label='desired', color='orangered', line_width=5)\n", - " fig.line(x, actual, legend_label='actual', color='steelblue', line_width=2)\n", - " fig.line(x, actual-desired, legend_label='diff', color='green', line_width=1)\n", - " show(fig)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "753b3bd7336cc49c", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-23T12:12:18.068406Z", - "start_time": "2024-07-23T12:12:17.988105Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "
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RuH4/ALDYX3ZPfj8AQCzUmuZ9PwBALNSa5n0/ANB/SL99fT8A0H9Iv319PwBg07zjFH0/AGDTvOMUfT8AYNO84xR9PwDwJjEIrHw/APAmMQisfD8A8CYxCKx8PwDwJjEIrHw/APAmMQisfD8A8CYxCKx8PwDwJjEIrHw/APAmMQisfD8A8CYxCKx8PwBg07zjFH0/AGDTvOMUfT8AYNO84xR9PwDQf0i/fX0/AEAs1JrmfT8AsNhfdk9+PwAghetRuH4/AJAxdy0hfz8AAN4CCYp/PwBwGw3gLYA/AKjx0k1igD8AGJ5eKcuAPwCQSuoENIE/ADjNO07RgT8A4E+Nl26CPwCI0t7gC4M/ADBVMCqpgz8AuMh2vp+KPwDQ91PjpYs/ACD99nXgjD8AeAKaCBuOPwAA3gIJio8/AACze/KwkD8AGOJYF7eRPwBQ/Bhz15I/ANzXgXNGlD8AoImw4emVPwC4/If025c/AEQc6+I2mj8AeL6fGi+dPwD+snvysKA/AKQBvAUSpD8AfPKwUGuqPwD5D+m3r7M/gFRSJ6CJwD+A2T15WKjNP4A730+Nl9o/4Iwo7Q2+5j9Q/Bhz1xLyPxBqTfOOU/o/qJvEILByAUAACYofY+4EQPCOU3QklwZAKKkT0ETYBUCoE9BE2PACQHD5D+m3r/0/sNhfdk8e9T+A5PIf0m/rP+DplbIMceA/gPs6cM6I0j8AXCBB8WPEPwAQejarPrc/AAQ0ETY8rT8AokW28/2kPwAcnl4py6A/AOgmMQisnD8ARNjw9EqZPwCgzarP1ZY/AGhv8IXJlD8ApL3BFyaTPwAY4lgXt5E/AMjctYR8kD8AkDF3LSGPPwCQqYJRSY0/AAjOGVHaiz8AuMh2vp+KPwCYmZmZmYk/AIBqvHSTiD8AoBGlvcGHPwDwjlN0JIc/AEgMAiuHhj8AoImw4emFPwAw3SQGgYU/AMAwmSoYhT8AiFrTvOOEPwAYrkfheoQ/ANjXgXNGhD8AoAG8BRKEPwCgAbwFEoQ/AGgr9pfdgz8AaCv2l92DPwAwVTAqqYM/ADBVMCqpgz8AMFUwKqmDPwAwVTAqqYM/AGgr9pfdgz8AaCv2l92DPwBoK/aX3YM/AKABvAUShD8A2NeBc0aEPwDY14FzRoQ/ABiuR+F6hD8AUIQNT6+EPwCIWtO844Q/AMAwmSoYhT8A+AZfmEyFPwAw3SQGgYU/AKCJsOHphT8A2F92Tx6GPwBIDAIrh4Y/AIDix5i7hj8A8I5TdCSHPwAoZRniWIc/AKARpb3Bhz8AEL4wmSqIPwCAarx0k4g/APAWSFD8iD8AYMPTK2WJPwDQb18Hzok/AHjysFBrij8A8J48LNSKPwCYIY51cYs/AAjOGVHaiz8AsFBrmneMPwBY07zjFI0/AAhWDi2yjT8AsNhfdk+OPwCQMXctIY8/ADi0yHa+jz8AcBsN4C2QPwDkx5i7lpA/AFR0JJf/kD8AxCCwcmiRPwA0zTtO0ZE/AMRkqmBUkj8ANBE2PL2SPwDAqKROQJM/AFBAE2HDkz8A3NeBc0aUPwBob/CFyZQ/ABTyQc9mlT8AvHSTGASWPwBk9+RhoZY/ACxlGeJYlz8A1OdqK/aXPwC4QILix5g/AHyutmJ/mT8AYAfOGVGaPwBAYOXQIps/AECk374OnD8AQOjZrPqcPwA8LNSa5p0/AHRGlPYGnz8AyLq4jQagPwDix5i7lqA/AIxK6gQ0oT8AxEKtad6hPwD8OnDOiKI/AMKopE5Aoz8AFoxK6gSkPwD45GGh1qQ/AGiz6nO1pT8AZvfkYaGmPwDysFBrmqc/AJxVn6utqD8A0m9fB86pPwCY/5B++6o/AHh6pSxDrD8AduCcEaWtPwAep+hILq8/AKrx0k1isD8AGsBbIEGxPwAZBFYOLbI/ADMzMzMzsz8Ao5I6AU20PwBoImx4erU/ABBYObTItj8AnDOitDe4PwDSb18Hzrk/AOxRuB6Fuz8Adk8eFmq9PwAB3gIJir8/AGKh1jTvwD8ACtejcD3CP4DAyqFFtsM/gIR80LNZxT+ASL99HTjHP4Bv8IXJVMk/gIeFWtO8yz+AglFJnYDOPwBbQj7o2dA/AG1Wfa620j8A6bevA+fUP4Akl/+Qftc/AJ88LNSa2j8AkX77OnDePyDLEMe6uOE/wIR80LNZ5T/AGVHaG3zrP3D5D+m3r/M/MHctIR/0/z+wA+eMKG0MQLzBFyZTBRpAdk8eFmotJ0Au/yH99mUzQIy5awn58D1AXynLEMcaRUCiRbbz/QRLQBDpt68DP09AcF8Hzhk5UEBWfa62Yi9OQJjdk4eFQklADXGsi9sgQ0DSkVz+Q1o6QHSTGARWnjBA7C+7Jw9rI0Dg4AuTqYIVQEA1XrpJjAdAoAG8BRIU+z/AdJMYBFbxP6DoSC7/Iek/IMe6uI0G5D8gqRPQRNjgPwA3GsBbIN0/QL1SliGO2T9AtMh2vp/WP8C/7J48LNQ/gBGlvcEX0j9AuB6F61HQP4CEDU+vlM0/AAmKH2Puyj8ADeAtkKDIP4A730+Nl8Y/gDAqqRPQxD+AlpAPejbDP4BuEoPAysE/gFRSJ6CJwD8AdLUV+8u+PwAGEhQ/xrw/AELPZtXnuj8At2J/2T25PwDWVuwvu7c/ABE2PL1Stj8A93XgnBG1PwAy5q4l5LM/AIlBYOXQsj8A/Yf029exPwD+Q/rt67A/AFUwKqkTsD8AApoIG56uPwB2vp8aL60/AHpYqDXNqz8AJlMFo5KqPwBiw9MrZak/ACqpE9BEqD8AEHo2qz6nPwCEwMqhRaY/ABLyQc9mpT8AoiO5/IekPwBOQBNhw6M/APpcbcX+oj8ANO84RUeiPwD+9nXgnKE/AFR0JJf/oD8AqvHSTWKgPwAcyeU/pJ8/AOiuJeSDnj8AzH9Iv32dPwDMO07RkZw/AND3U+Olmz8A7J48LNSaPwDwWkI+6Jk/ACjtDb4wmT8ASJT2Bl+YPwCAJsKGp5c/ANijcD0Klz8AEDY8vVKWPwBos+pztZU/AMAwmSoYlT8AMJkqGJWUPwCIFtnO95M/APh+arx0kz8AbOf7qfGSPwD8OnDOiJI/AHCjAbwFkj8A/PZ14JyRPwCMSuoENJE/AByeXinLkD8AqPHSTWKQPwBwio7k8o8/AMgHPZtVjz8AIIXrUbiOPwBALNSa5o0/AJCpglFJjT8A6CYxCKyMPwB4eqUsQ4w/AND3U+Oliz8AKHUCmgiLPwC4yHa+n4o/AAhGJXUCij8AmJmZmZmJPwAo7Q2+MIk/AND3U+Oliz8AYEvIBz2LPwDwnjws1Io/ALjIdr6fij8AQBzr4jaKPwAIRiV1Aoo/AJiZmZmZiT8AYMPTK2WJPwAo7Q2+MIk/APAWSFD8iD8AuECC4seIPwCAarx0k4g/AIBqvHSTiD8ASJT2Bl+IPwBIlPYGX4g/AEiU9gZfiD8AEL4wmSqIPwAQvjCZKog/AEiU9gZfiD8ASJT2Bl+IPwBIlPYGX4g/AIBqvHSTiD8AuECC4seIPwAo7Q2+MIk/AGDD0ytliT8A0G9fB86JPwBAHOviNoo/APCePCzUij8AmCGOdXGLPwB4eqUsQ4w/AJCpglFJjT8AsNhfdk+OPwA4tMh2vo8/AACze/KwkD8AGOJYF7eRPwBQ/Bhz15I/APjCZKpglD8ALCEf9GyWPwCYmZmZmZk/AJAxdy0hnz8AokW28/2kPwDjpZvEILA/AHo2qz5Xuz8AAAAAAADIP4CpglFJndQ/gLDh6ZWy4D+ArIvbaADpPyCF61G4HvE/IFpkO99P9T9g1edqK/b3P5Ao7Q2+MPg/oEwVjErq9T9AR3L5D+nxP+DXgXNGlOo/YLx0kxgE4j8AmN2Th4XWPwAYldQJaMo/ACDSb18Hvj8AU5YhjnWxPwBm1edqK6Y/AFSfq63Ynz8AtIR80LOZPwD0SlmGOJY/AIgW2c73kz8AxGSqYFSSPwBUdCSX/5A/ADi0yHa+jz8AeAKaCBuOPwCwUGuad4w/AGBLyAc9iz8ACEYldQKKPwAo7Q2+MIk/AEiU9gZfiD8AaDvfT42HPwC4uI0G8IY/AEgMAiuHhj8AoImw4emFPwAw3SQGgYU/APgGX5hMhT8AiFrTvOOEPwBQhA1Pr4Q/ABiuR+F6hD8A2NeBc0aEPwCgAbwFEoQ/AKABvAUShD8AaCv2l92DPwBoK/aX3YM/AGgr9pfdgz8AMFUwKqmDPwCQIY51cXs/AADOGVHaez8AAM4ZUdp7PwCAeqUsQ3w/AIB6pSxDfD8A8CYxCKx8PwBg07zjFH0/ANB/SL99fT8AQCzUmuZ9PwCw2F92T34/ACCF61G4fj8AkDF3LSF/PwAA3gIJin8/AHAbDeAtgD8AqPHSTWKAPwAYnl4py4A/AFB0JJf/gD8AyCCwcmiBPwA4zTtO0YE/AKh5xyk6gj8AGCZTBaOCPwCI0t7gC4M/APh+arx0gz8AaCv2l92DPwAYrkfheoQ/AIha07zjhD8AMN0kBoGFPwCgibDh6YU/AEgMAiuHhj8AKGUZ4liHPwDY52or9oc/AIBqvHSTiD8AYMPTK2WJPwBAHOviNoo/APCePCzUij8ACM4ZUdqLPwDoJjEIrIw/AAhWDi2yjT8AWFuxv+yOPwBwio7k8o8/AMjctYR8kD8AcF8HzhmRPwAY4lgXt5E/AOBPjZdukj8ApL3BFyaTPwBsK/aX3ZM/AEyEDU+vlD8AMN0kBoGVPwAsIR/0bJY/AEhQ/Bhzlz8AZH/ZPXmYPwB8rrZif5k/ANCzWfW5mj8AJLn8h/SbPwCwlGWIY50/ADxwzojSnj8AAJF++zqgPwDi6ZWyDKE/AG6jAbwFoj8A+lxtxf6iPwAydy0hH6Q/APYGX5hMpT8AZvfkYaGmPwBkXdxGA6g/AJqZmZmZqT8AejarPlerPwAENBE2PK0/AFZ9rrZirz8AcM6I0t6wPwDgvg6cM7I/ADJVMCqpsz8AhXzQs1m1PwBIv30dOLc/AJoIG55euT8AB84ZUdq7PwCRD3o2q74/APAWSFD8wD8AQs9m1efCP4ATYcPTK8U/ALn8h/Tbxz+AQWDl0CLLPwBz1xLyQc8/QN9PjZdu0j8A+8vuycPWP0Ctad5xit4/YAWjkjoB5z8gQfFjzF3zP0jY8PRKWQFAGA3gLZAgD0BAguLHmLsaQNZW7C+7ZyVAhMlUwaiEL0CS7Xw/NS41QGSqYFRS1zlAio7k8h9yPEBeukkMAhs8QMRCrWne8ThAqhPQRNgANECA+zpwzigtQM6qz9VWbCNAKO0NvjDZF0CwA+eMKG0LQHA9CtejcP4/oOhILv8h8T8AG55eKcvkPwDjNhrAW9w/QEvIBz2b1T9AyxDHurjRPwC8BRIUP84/AIofY+5ayj8ArBxaZDvHPwC/DpwzosQ/gKYKRiV1wj8ARiV1AprAPwAg0m9fB74/AOzAOSNKuz8A1CtlGeK4PwDXEvJBz7Y/ANuK/WX3tD8A3pOHhVqzPwCL/WX35LE/AKqCUUmdsD8AWFuxv+yuPwAi/fZ14Kw/AJj/kH77qj8ARNjw9EqpPwCcEaW9wac/AKCrrdhfpj8AvjCZKhilPwD6oGez6qM/AFD8GHPXoj8ANs07TtGhPwDG/rJ78qA/AFYwKqkToD8ABJoIG56ePwB4vp8aL50/AAjOGVHamz8AtMh2vp+aPwBgw9MrZZk/AEiU9gZfmD8ALGUZ4liXPwAsIR/0bJY/ADDdJAaBlT8AMJkqGJWUPwBQQBNhw5M/AIjS3uALkz8AxGSqYFSSPwAY4lgXt5E/AHBfB84ZkT8AyNy1hHyQPwBwio7k8o8/AFhbsb/sjj8AQCzUmuaNPwBY07zjFI0/AHh6pSxDjD8AYEvIBz2LPwC4yHa+n4o/ANBvXwfOiT8AKO0NvjCJPwBIlPYGX4g/AKARpb3Bhz8A8BZIUPyIPwBIlPYGX4g/ANjnaiv2hz8AKGUZ4liHPwC4uI0G8IY/AEgMAiuHhj8A2F92Tx6GPwBos+pztYU/APgGX5hMhT8AwDCZKhiFPwBQhA1Pr4Q/ABiuR+F6hD8AoAG8BRKEPwBoK/aX3YM/ADBVMCqpgz8A+H5qvHSDPwDAqKROQIM/AIjS3uALgz8AiNLe4AuDPwBQ/Bhz14I/AFD8GHPXgj8AGCZTBaOCPwAYJlMFo4I/ABgmUwWjgj8AGCZTBaOCPwAYJlMFo4I/AFD8GHPXgj8AUPwYc9eCPwCI0t7gC4M/AMCopE5Agz8A+H5qvHSDPwAwVTAqqYM/AKABvAUShD8AGK5H4XqEPwCIWtO844Q/ADDdJAaBhT8A2F92Tx6GPwCA4seYu4Y/AGg730+Nhz8AgGq8dJOIPwCYmZmZmYk/ACh1ApoIiz8AsFBrmneMPwCw2F92T44/AHAbDeAtkD8AxCCwcmiRPwBs5/up8ZI/AGhv8IXJlD8A9I5TdCSXPwB88rBQa5o/AADeAgmKnz8A+MJkqmCkPwBa9bnaiq0/AGRd3EYDuD+AhVrTvOPEP8Ct2F92T9I/QBe30QDe3j/gG3xhMlXoP5Cg+DHmrvE/kNtoAG+B9z/Aawn5oGf8P1AFo5I6Af8/8MnDQq1p/j8wqRPQRNj6PwChZ7Pqc/U/wF1LyAc97z8AAiuHFtnkP8D1KFyPwtk/AFkXt9EAzj8Afoy5awnBPwAy5q4l5LM/ANJNYhBYqT8AGARWDi2iPwBA6Nms+pw/AJxVn6utmD8AhJ7Nqs+VPwA0VTAqqZM/AFC4HoXrkT8AyNy1hHyQPwDoriXkg44/ALBQa5p3jD8AuMh2vp+KPwAo7Q2+MIk/ANjnaiv2hz8AgOLHmLuGPwCgibDh6YU/AIha07zjhD8A2NeBc0aEPwAwVTAqqYM/AIjS3uALgz8A4E+Nl26CPwBwowG8BYI/AAD3deCcgT8AyCCwcmiBPwBQdCSX/4A/ABieXinLgD8A4MeYu5aAPwCo8dJNYoA/AHAbDeAtgD8AcBsN4C2APwBwio7k8n8/AHCKjuTyfz8AcIqO5PJ/PwBwio7k8n8/AHCKjuTyfz8AcIqO5PJ/PwBwio7k8n8/AHCKjuTyfz8AcIqO5PJ/PwBwGw3gLYA/AHAbDeAtgD8AqPHSTWKAPwDgx5i7loA/ABieXinLgD8AUHQkl/+APwCQSuoENIE/AMggsHJogT8A0H9Iv319PwCw2F92T34/ACCF61G4fj8AAN4CCYp/PwBwGw3gLYA/AODHmLuWgD8AUHQkl/+APwDIILByaIE/ADjNO07RgT8A4E+Nl26CPwBQ/Bhz14I/APh+arx0gz8AoAG8BRKEPwBQhA1Pr4Q/APgGX5hMhT8A2F92Tx6GPwC4uI0G8IY/AGg730+Nhz8AgGq8dJOIPwBgw9MrZYk/AHjysFBrij8AmCGOdXGLPwCwUGuad4w/AAhWDi2yjT8AWFuxv+yOPwBwGw3gLZA/ADiJQWDlkD8A/PZ14JyRPwDgT42XbpI/ANyTh4Vakz8A+MJkqmCUPwAU8kHPZpU/AEgMAiuHlj8AnBGlvcGXPwAMAiuHFpk/AJjdk4eFmj8AXI/C9SicPwA8LNSa5p0/AFSfq63Ynz8Axv6ye/KgPwCKjuTyH6I/APp+arx0oz8AhlrTvOOkPwC8lpAPeqY/ALgehetRqD8A7nw/NV6qPwDqJjEIrKw/ADqSy39Irz8ANxrAWyCxPwAXt9EA3rI/AL6fGi/dtD8AgQTFjzG3PwC1FfvL7rk/AHe+nxovvT8Af2q8dJPAP4DsL7snD8M/gGZmZmZmxj+AJJf/kH7LPwD1SlmGONI/QJCg+DHm2j8gdQKaCBvmPwCq8dJNYvM/cIqO5PIfAUAwTKYKRiUNQHCsi9toQBdA4L4OnDMiIUD4MeauJSQnQHw2qz5XeyxAWFuxv+y+L0AIzhlR2tsvQNRW7C+7xyxA8IXJVMGIJ0BI4XoUrochQAiBlUOL7BdAwBcmUwUjDkAQg8DKocUBQFDzjlN0JPQ/gKUsQxzr5j9AcvkP6bfbPwBm9+RhodI/AMBbIEHxyz+AkA96NqvGPwBeS8gHPcM/AMZtNIC3wD8Adk8eFmq9PwAnMQisHLo/ACxlGeJYtz8AokW28/20PwA0orQ3+LI/AFMFo5I6sT8A5PIf0m+vPwAGEhQ/xqw/AApoImx4qj8A1AloImyoPwDYgXNGlKY/ABTQRNjwpD8AiPTb14GjPwAYBFYOLaI/AFR0JJf/oD8AVJ+rrdifPwA8LNSa5p0/AFyPwvUonD8AmN2Th4WaPwAMAiuHFpk/AJwRpb3Blz8ASAwCK4eWPwD4Bl+YTJU/ANzXgXNGlD8AwKikTkCTPwDgT42XbpI/AOALk6mCkT8AHJ5eKcuQPwBUMCqpE5A/ACCF61G4jj8AyH9Iv32NPwB4eqUsQ4w/ACh1ApoIiz8ACEYldQKKPwDwFkhQ/Ig/ABC+MJkqiD8AKGUZ4liHPwBIDAIrh4Y/AND3U+Oliz8AKHUCmgiLPwB48rBQa4o/ANBvXwfOiT8AYMPTK2WJPwC4QILix4g/AEiU9gZfiD8AoBGlvcGHPwAoZRniWIc/ALi4jQbwhj8ASAwCK4eGPwDYX3ZPHoY/AKCJsOHphT8AMN0kBoGFPwD4Bl+YTIU/AMAwmSoYhT8AiFrTvOOEPwBQhA1Pr4Q/ABiuR+F6hD8A2NeBc0aEPwCgAbwFEoQ/AKABvAUShD8AaCv2l92DPwBoK/aX3YM/ADBVMCqpgz8AMFUwKqmDPwAwVTAqqYM/ADBVMCqpgz8A+H5qvHSDPwD4fmq8dIM/ADBVMCqpgz8AMFUwKqmDPwAwVTAqqYM/AGgr9pfdgz8AaCv2l92DPwCgAbwFEoQ/ANjXgXNGhD8AGK5H4XqEPwBQhA1Pr4Q/AIha07zjhD8AwDCZKhiFPwAw3SQGgYU/AKCJsOHphT8AEDY8vVKGPwCA4seYu4Y/AChlGeJYhz8A2OdqK/aHPwCAarx0k4g/AGDD0ytliT8AePKwUGuKPwCYIY51cYs/AOgmMQisjD8AsNhfdk+OPwBwio7k8o8/AHBfB84ZkT8A4E+Nl26SPwDA7J48LJQ/AITix5i7lj8AQGDl0CKbPwCoV8oyxKE/AJi7lpAPqj8ATRWMSuq0PwDhC5OpgsE/AHctIR/0zD8AO3DOiNLWP0Bpb/CFyeA/oF4pyxDH5j/g+6nx0k3sP0BO0ZFc/u8/oM2qz9VW8D/Af0i/fR3uPyBseHqlLOk/YKHWNO844z9AXrpJDALbP0D99nXgnNE/gGez6nO1xT8AYHZPHha6PwDHuriNBrA/AIR80LNZpT8AOLTIdr6fPwBEHOviNpo/ABB6Nqs+lz8AFPJBz2aVPwDA7J48LJQ/AKS9wRcmkz8A4E+Nl26SPwA0zTtO0ZE/AMQgsHJokT8AVHQkl/+QPwAAs3vysJA/AMjctYR8kD8AjAbwFkiQPwBwGw3gLZA/AHAbDeAtkD8AVDAqqROQPwBUMCqpE5A/AHAbDeAtkD8AcBsN4C2QPwCMBvAWSJA/AKjx0k1ikD8A5MeYu5aQPwAAs3vysJA/ADiJQWDlkD8AcF8HzhmRPwCoNc07TpE/APz2deCckT8ANM07TtGRPwCMjuTyH5I/AOBPjZdukj8ANBE2PL2SPwCI0t7gC5M/APh+arx0kz8AbCv2l92TPwDc14FzRpQ/AEyEDU+vlD8AwDCZKhiVPwBMyAc9m5U/ALx0kxgElj8ASAwCK4eWPwD0jlN0JJc/AIAmwoanlz8ALKkT0ESYPwDUK2UZ4pg/AJiZmZmZmT8AYAfOGVGaPwAkdQKaCJs/AOziNhrAmz8AzDtO0ZGcPwCwlGWIY50/AKzYX3ZPnj8ArBxaZDufPwDkpZvEIKA/AHIbDeAtoD8AjCjtDb6gPwCoNc07TqE/AFK4HoXroT8AirDh6ZWiPwDCqKROQKM/ABaMSuoEpD8Aam/whcmkPwBMyAc9m6U/AC4hH/Rspj8ALGUZ4linPwBGlPYGX6g/AGLD0ytlqT8AmN2Th4WqPwBcbcX+sqs/AD7o2az6rD8Arthfdk+uPwDIKTqSy68/AP+ye/KwsD8AqMZLN4mxPwDfT42XbrI/ADPEsS5usz8A3GgAb4G0PwDZPXlYqLU/APT91Hjptj8A8WPMXUu4PwALtaZ5x7k/AJYhjnVxuz8ABTQRNjy9PwCsHFpkO78/AMZtNIC3wD+AtRX7y+7BP4BPHhZqTcM/gDAqqRPQxD+ASQwCK4fGP4CbxCCwcsg/ALTIdr6fyj+AIY51cRvNP4AOLbKd788/QEvIBz2b0T9A1sVtNIDTP4AZ4lgXt9U/AGpN845T2D8ASFD8GHPbP4CIY13cRt8/QBzr4jYa4j8Ab4EExY/lP2Cz6nO1Fes/UJ2AJsKG8j9wmnecoiP8P2j35GGhVgdA1N7gC5MpFEBO0ZFc/kMhQNjw9EpZRixAQKTfvg6sNUDmP6Tfvr4+QDPEsS5uC0RAXG3F/rLjR0AYc9cS8tlJQAKaCBueRklAWmQ7309dRkCEDU+vlAVCQFrTvOMUnTpAltQJaCIcMkCcoiO5/OcmQEzIBz2bVRtA4DYawFugD0CIY13cRoMCQNBvXwfOGfc/wMNCrWne7z/AjQbwFkjoPwASFD/G3OM/QFdbsb/s4D/AGVHaG3zdPwCn6Egu/9k/QCzUmuYd1z/A/rJ78rDUP0C0yHa+n9I/AFtCPujZ0D8AZvfkYaHOPwCHFtnO98s/gGBUUiegyT8AyJi7lpDHP4AubqMBvMU/gDF3LSEfxD+AQj7o2azCP4D9ZffkYcE/gDjWxW00wD8Arthfdk++PwAj2/l+arw/AEI+6Nmsuj8ADAIrhxa5PwCBJsKGp7c/ABE2PL1Stj8AhetRuB61PwBO0ZFc/rM/ADSitDf4sj8Ap+hILv+xPwA3GsBbILE/AFXBqKROsD8AArwFEhSvPwB24JwRpa0/AAbwFkhQrD8AtOpztRWrPwB80LNZ9ak/ANQrZRniqD8AuvyH9NunPwAsQxzr4qY/ALraiv1lpz8A2IFzRpSmPwD2KFyPwqU/ADC7Jw8LpT8Aak3zjlOkPwAyVTAqqaM/AIjS3uALoz8AbsX+snuiPwBSuB6F66E/AMQgsHJooT8AOIlBYOWgPwA4Z0Rpb6A/AHCKjuTynz8AkDF3LSGfPwCs2F92T54/AMx/SL99nT8ABBIUP8acPwBApN++Dpw/AHw2qz5Xmz8A0LNZ9bmaPwAoMQisHJo/AJiZmZmZmT8ADAIrhxaZPwCAarx0k5g/APDSTWIQmD8AZDvfT42XPwD0jlN0JJc/AITix5i7lj8AEDY8vVKWPwCgibDh6ZU/AEzIBz2blT8A3Bt8YTKVPwCEWtO845Q/ADCZKhiVlD8A3NeBc0aUPwCkAbwFEpQ/AFBAE2HDkz8AGGpN846TPwDck4eFWpM/AKS9wRcmkz8AbOf7qfGSPwA0ETY8vZI/ABgmUwWjkj8A4E+Nl26SPwDEZKpgVJI/AKh5xyk6kj8AjI7k8h+SPwCMjuTyH5I/AHCjAbwFkj8AcKMBvAWSPwCMjuTyH5I/AIyO5PIfkj8AqHnHKTqSPwDEZKpgVJI/APw6cM6Ikj8ANBE2PL2SPwCI0t7gC5M/APh+arx0kz8AbCv2l92TPwAwmSoYlZQ/ADDdJAaBlT8A2KNwPQqXPwC0hHzQs5k/ACCF61G4nj8ATmIQWDmkPwB2vp8aL60/ALwFEhQ/tj8AcF8HzhnBP4BEaW/whck/gLx0kxgE0j+AwMqhRbbXP4D35GGh1tw/gErqBDQR4D9gmEwVjErgP8DRAN4CCd4/QKg1zTtO2T+AgCbChqfTPwD4wmSqYMw/AOzAOSNKwz8A8KfGSze5PwCq8dJNYrA/APRKWYY4pj8AqvHSTWKgPwC0yHa+n5o/AEhQ/Bhzlz8AaLPqc7WVPwBMhA1Pr5Q/AGwr9pfdkz8A3JOHhVqTPwBs5/up8ZI/ABgmUwWjkj8AxGSqYFSSPwCMjuTyH5I/AHCjAbwFkj8ANM07TtGRPwA0zTtO0ZE/ABjiWBe3kT8AGOJYF7eRPwAY4lgXt5E/ADTNO07RkT8ANM07TtGRPwBQuB6F65E/AHCjAbwFkj8AjI7k8h+SPwCoeccpOpI/AOBPjZdukj8A/DpwzoiSPwA0ETY8vZI/AGzn+6nxkj8ApL3BFyaTPwDck4eFWpM/ABhqTfOOkz8AbCv2l92TPwCkAbwFEpQ/APjCZKpglD8ATIQNT6+UPwCgRbbz/ZQ/ABTyQc9mlT8AaLPqc7WVPwDYX3ZPHpY/AEgMAiuHlj8AvLiNBvCWPwAsZRniWJc/ALj8h/Tblz8ASJT2Bl+YPwDUK2UZ4pg/AGDD0ytlmT8ADEYldQKaPwCY3ZOHhZo/AEBg5dAimz8ACM4ZUdqbPwCwUGuad5w/AHi+nxovnT8AWBe30QCePwAghetRuJ4/AADeAgmKnz8AAJF++zqgPwD+snvysKA/AP7UeOkmoT8AGuJYF7ehPwCMKO0NvqA/AKg1zTtOoT8AUrgeheuhPwCKsOHplaI/AFAeFmpNoz8AFoxK6gSkPwBqb/CFyaQ/AEzIBz2bpT8AvJaQD3qmPwC62or9Zac/AEaU9gZfqD8A8DhFR3KpPwAmUwWjkqo/AOziNhrAqz8AzF1LyAetPwDKw0Ktaa4/AOQUHcnlrz8Axm00gLewPwA2PL1SlrE/AG3F/rJ7sj8AwTkjSnuzPwBq3nGKjrQ/AGiz6nO1tT8ASS7/If22PwBGlPYGX7g/ACegibDhuT8A7FG4HoW7PwAhH/RsVr0/AMgHPZtVvz8AVOOlm8TAPwCn6Egu/8E/gN2Th4Vawz8AIv32deDEP4A730+Nl8Y/gI2XbhKDyD+ACfmgZ7PKPwB3vp8aL80/wLEubqMB0D8AduCcEaXRP8AA3gIJitM/AET67evA1T+ARpT2Bl/YP8A5I0p7g9s/wGsJ+aBn3z9geHqlLEPiPwDgLZCg+OU/QBWMSuoE7D/AQq1p3nHzP7BQa5p3nP0/eOkmMQgsCECoCkYldUIUQPA4RUdyuSBAJOSDns1qKkCw4emVspwzQCSX/5B+GztAaW/whclUQUDBqKROQGNEQIiFWtO860VA4umVsgxxRUBqvHSTGBxDQJhuEoPAOj9A7nw/NV6KN0C+wRcmU3UwQPyH9NvXgSVAKDEIrByaGkAIih9j7toPQABm9+RhIQNAoBGlvcEX+D8gL90kBoHwP8DMzMzMzOg/II51cRsN5D+AjLlrCfngP8AZUdobfN0/wJFc/kP62T/AyHa+nxrXPwBNhA1Pr9Q/AGb35GGh0j/ADHGsi9vQPwAtsp3vp84/AE7RkVz+yz+Ai2zn+6nJP4DysFBrmsc/AL3jFB3JxT+Av+yePCzEP4DQs1n1ucI/ACh+jLlrwT+Axks3iUHAPwDKw0Ktab4/AD/G3LWEvD8AXynLEMe6PwAp7Q2+MLk/AJ0Rpb3Btz8ALSEf9Gy2PwCh1jTvOLU/AGq8dJMYtD8AidLe4AuzPwDD0ytlGbI/AFMFo5I6sT8AcayL22iwPwA6kst/SK8/AK62Yn/ZrT8AQMbctYSsPwDswDkjSqs/ALameccpqj8ADAIrhxapPwDy0k1iEKg/AGYZ4lgXpz8A9EpZhjimPwCEfNCzWaU/AKIjufyHpD8A3LWEfNCjPwAWSFD8GKM/AOBPjZduoj8ANs07TtGhPwCMSuoENKE/AHA9CtejoD8AVjAqqROgPwCQMXctIZ8/AJDtfD81nj8AlKmCUUmdPwCUZYhjXZw/ALQMcayLmz8A0LNZ9bmaPwAMRiV1Apo/AETY8PRKmT8AgGq8dJOYPwDU52or9pc/ABB6Nqs+lz8AhOLHmLuWPwDYX3ZPHpY/AEzIBz2blT8AwDCZKhiVPwAwmSoYlZQ/AKQBvAUSlD8ANFUwKqmTPwDAqKROQJM/AFD8GHPXkj8A4E+Nl26SPwCMjuTyH5I/ABjiWBe3kT8AxCCwcmiRPwBwXwfOGZE/AByeXinLkD8AyNy1hHyQPwCMBvAWSJA/AFQwKqkTkD8AAN4CCYqPPwCQMXctIY8/AFhbsb/sjj8A6K4l5IOOPwCw2F92T44/AEAs1JrmjT8ACFYOLbKNPwDIf0i/fY0/AMh/SL99jT8AkKmCUUmNPwCQqYJRSY0/AJCpglFJjT8AyH9Iv32NPwAIVg4tso0/AEAs1JrmjT8AsNhfdk+OPwAghetRuI4/AMgHPZtVjz8AcIqO5PKPPwCo8dJNYpA/ADiJQWDlkD8A4AuTqYKRPwDEZKpgVJI/AMCopE5Akz8A+MJkqmCUPwCEns2qz5U/AIAmwoanlz8AfPKwUGuaPwAEmggbnp4/APpcbcX+oj8AtoR80LOpPwD7XG3F/rI/AJLLf0i/vT8A1lbsL7vHP8AQx7q4jdI/QDm0yHa+2z9AvVKWIY7jP0CSy39Iv+k/IA8LtaZ57z8g6+I2GsDxP5Ddk4eFWvI/0DtO0ZFc8T/Anxov3STuP2DKMsSxLug/wNEA3gIJ4j+AYTJVMCrZP8AwmSoYldA/gD7o2az6xD8AfGEyVTC6PwCNKO0NvrA/ABBYObTIpj8Axv6ye/KgPwBcS8gHPZs/ACxlGeJYlz8ATIQNT6+UPwA0ETY8vZI/AHBfB84ZkT8AOLTIdr6PPwDIf0i/fY0/AJghjnVxiz8A0G9fB86JPwBIlPYGX4g/APCOU3Qkhz8AoImw4emFPwCIWtO844Q/AKABvAUShD8AwKikTkCDPwDgT42XboI/ADjNO07RgT8AkErqBDSBPwDgx5i7loA/AHCKjuTyfz8AkDF3LSF/PwCw2F92T34/ANB/SL99fT8A8CYxCKx8PwAAzhlR2ns/ACB1ApoIez8AsMh2vp96PwDQb18Hznk/AGDD0ytleT8A8BZIUPx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- " const render_items = [{\"docid\":\"0ead4bfc-9294-4255-832c-8651aa974167\",\"roots\":{\"p1072\":\"edcf1b09-fc16-4c9b-8126-c3b2931f4073\"},\"root_ids\":[\"p1072\"]}];\n", - " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", - " }\n", - " if (root.Bokeh !== undefined) {\n", - " embed_document(root);\n", - " } else {\n", - " let attempts = 0;\n", - " const timer = setInterval(function(root) {\n", - " if (root.Bokeh !== undefined) {\n", - " clearInterval(timer);\n", - " embed_document(root);\n", - " } else {\n", - " attempts++;\n", - " if (attempts > 100) {\n", - " clearInterval(timer);\n", - " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", - " }\n", - " }\n", - " }, 10, root)\n", - " }\n", - "})(window);" - ], - "application/vnd.bokehjs_exec.v0+json": "" - }, - "metadata": { - "application/vnd.bokehjs_exec.v0+json": { - "id": "p1072" - } - }, - "output_type": "display_data" - } - ], - "source": [ - "compute_pattern__SrTiO3_Pnma()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "50adfcd5c4bb70ea", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.7" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} From 29f665d990e2ad16e7be3a6b76acc3433c0ac739 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 15:31:02 +0200 Subject: [PATCH 97/99] Add how to use section to readme --- README.md | 92 +++++++++++++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 90 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 7906e26..60e07f7 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,7 @@ This is a repository for creating a python library **pycrysfml** based on the ne | macOS 12 (Intel) | ✅ | Unsupported | ❌2 | ⚙️ Testing | | macOS 14 (Apple Silicone) | ✅ | Unsupported | Unsupported | ⚙️ Testing | -* ❌1 Failed at the **Run pyCFML functional tests** step (**'tests'** job): +* ❌1 - Failed at the **Run pyCFML functional tests** step (**'tests'** job): ``` tests\functional_tests\pyCFML\...\test__powder_pattern_from_json.py . [ 33%] @@ -26,7 +26,7 @@ Current thread 0x0000068c (most recent call first): scripts/run_pycfml_functional_tests_no_benchmarks.sh: line 2: 1359 Segmentation fault ``` -* ❌2 Failed at the **Build pyCFML shared obj / dynamic library** step (**'build'** job): +* ❌2 - Failed at the **Build pyCFML shared obj / dynamic library** step (**'build'** job): ``` Undefined symbols for architecture x86_64: @@ -223,3 +223,91 @@ If the standard installation doesn't work for you, try building pycrysfml locall ``` scripts/run_pycfml_functional_tests_no_benchmarks.sh ``` + +## How to use + +### Compute the powder diffraction pattern + +Here is the simplest example of using pycrysfml to calculate a powder diffraction pattern from a Python dictionary, which contains a description of the crystallographic phase as well as parameters related to the instrument and experiment. + +``` +from pycrysfml import cfml_utilities + +EXAMPLE = { + "phases": [ + { + "SrTiO3": { + "_space_group_name_H-M_alt": "P m -3 m", + "_cell_length_a": 3.9, + "_cell_length_b": 3.9, + "_cell_length_c": 3.9, + "_cell_angle_alpha": 90, + "_cell_angle_beta": 90, + "_cell_angle_gamma": 90, + "_atom_site": [ + { + "_label": "Sr", + "_type_symbol": "Sr", + "_fract_x": 0.5, + "_fract_y": 0.5, + "_fract_z": 0.5, + "_occupancy": 1, + "_adp_type": "Biso", + "_B_iso_or_equiv": 0.40 + }, + { + "_label": "Ti", + "_type_symbol": "Ti", + "_fract_x": 0, + "_fract_y": 0, + "_fract_z": 0, + "_occupancy": 1, + "_adp_type": "Biso", + "_B_iso_or_equiv": 0.50 + }, + { + "_label": "O", + "_type_symbol": "O", + "_fract_x": 0.5, + "_fract_y": 0, + "_fract_z": 0, + "_occupancy": 1, + "_adp_type": "Biso", + "_B_iso_or_equiv": 0.65 + } + ] + } + } + ], + "experiments": [ + { + "NPD": { + "_diffrn_source": "nuclear reactor", + "_diffrn_radiation_probe": "neutron", + "_diffrn_radiation_wavelength": 1.27, + "_pd_instr_resolution_u": 0.02, + "_pd_instr_resolution_v": -0.02, + "_pd_instr_resolution_w": 0.12, + "_pd_instr_resolution_x": 0.0015, + "_pd_instr_resolution_y": 0, + "_pd_instr_reflex_asymmetry_p1": 0, + "_pd_instr_reflex_asymmetry_p2": 0, + "_pd_instr_reflex_asymmetry_p3": 0, + "_pd_instr_reflex_asymmetry_p4": 0, + "_pd_meas_2theta_offset": 0, + "_pd_meas_2theta_range_min": 1, + "_pd_meas_2theta_range_max": 140, + "_pd_meas_2theta_range_inc": 0.05 + } + } + ] +} + +if __name__ == '__main__': + x, y = cfml_utilities.powder_pattern_from_json(EXAMPLE) + +``` + +More features will be added as the project develops. + + From d12489cc9ab506cd55d3d9f6cc7009db27c08be4 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 15:31:40 +0200 Subject: [PATCH 98/99] No need to convert np type array in pycrysfml --- .../srtio3-pattern-simulation.ipynb | 57 ++++++++++++------- .../test__powder_pattern_from_json.py | 1 - 2 files changed, 37 insertions(+), 21 deletions(-) diff --git a/examples/pyCFML/cfml_utilities/powder_pattern_from_json/srtio3-pattern-simulation.ipynb b/examples/pyCFML/cfml_utilities/powder_pattern_from_json/srtio3-pattern-simulation.ipynb index 229ad83..4ceac23 100644 --- a/examples/pyCFML/cfml_utilities/powder_pattern_from_json/srtio3-pattern-simulation.ipynb +++ b/examples/pyCFML/cfml_utilities/powder_pattern_from_json/srtio3-pattern-simulation.ipynb @@ -6,8 +6,10 @@ "id": "9ecc4733", "metadata": { "ExecuteTime": { - "end_time": "2024-07-23T12:12:09.858468Z", - "start_time": "2024-07-23T12:12:09.854247Z" + "start_time": "2024-07-24T13:18:00.977161Z" + }, + "jupyter": { + "is_executing": true }, "pycharm": { "name": "#%%\n" @@ -53,7 +55,7 @@ " \n", "
\n", " \n", - " Loading BokehJS ...\n", + " Loading BokehJS ...\n", "
\n" ] }, @@ -226,7 +228,7 @@ " \"\"}};\n", "\n", " function display_loaded(error = null) {\n", - " const el = document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\");\n", + " const el = document.getElementById(\"adc76d0c-c512-4ced-96d1-2b116381d8c0\");\n", " if (el != null) {\n", " const html = (() => {\n", " if (typeof root.Bokeh === \"undefined\") {\n", @@ -360,7 +362,7 @@ " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", " root._bokeh_failed_load = true;\n", " } else if (force !== true) {\n", - " const cell = $(document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\")).parents('.cell').data().cell;\n", + " const cell = $(document.getElementById(\"adc76d0c-c512-4ced-96d1-2b116381d8c0\")).parents('.cell').data().cell;\n", " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n", " }\n", " }\n", @@ -376,7 +378,7 @@ " }\n", "}(window));" ], - "application/vnd.bokehjs_load.v0+json": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"d1d004ca-3992-45dd-aee9-2b974c4e2726\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" + "application/vnd.bokehjs_load.v0+json": "'use strict';\n(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded(error = null) {\n const el = document.getElementById(\"adc76d0c-c512-4ced-96d1-2b116381d8c0\");\n if (el != null) {\n const html = (() => {\n if (typeof root.Bokeh === \"undefined\") {\n if (error == null) {\n return \"BokehJS is loading ...\";\n } else {\n return \"BokehJS failed to load.\";\n }\n } else {\n const prefix = `BokehJS ${root.Bokeh.version}`;\n if (error == null) {\n return `${prefix} successfully loaded.`;\n } else {\n return `${prefix} encountered errors while loading and may not function as expected.`;\n }\n }\n })();\n el.innerHTML = html;\n\n if (error != null) {\n const wrapper = document.createElement(\"div\");\n wrapper.style.overflow = \"auto\";\n wrapper.style.height = \"5em\";\n wrapper.style.resize = \"vertical\";\n const content = document.createElement(\"div\");\n content.style.fontFamily = \"monospace\";\n content.style.whiteSpace = \"pre-wrap\";\n content.style.backgroundColor = \"rgb(255, 221, 221)\";\n content.textContent = error.stack ?? error.toString();\n wrapper.append(content);\n el.append(wrapper);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(() => display_loaded(error), 100);\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.5.0.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.5.0.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n try {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n\n } catch (error) {display_loaded(error);throw error;\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"adc76d0c-c512-4ced-96d1-2b116381d8c0\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" }, "metadata": {}, "output_type": "display_data" @@ -525,7 +527,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 19, "id": "f5f7bb5f040685cc", "metadata": { "ExecuteTime": { @@ -548,13 +550,12 @@ "def compute_pattern(study_dict:dict):\n", " _, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays\n", " #_, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays\n", - " y = y.astype(np.float64)\n", " return y" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 20, "id": "bfa4e963497909dd", "metadata": { "ExecuteTime": { @@ -591,7 +592,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 21, "id": "7836d8d61ea9f2e6", "metadata": { "ExecuteTime": { @@ -627,7 +628,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 22, "id": "753b3bd7336cc49c", "metadata": { "ExecuteTime": { @@ -636,11 +637,19 @@ } }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n" + ] + }, { "data": { "text/html": [ "\n", - "
\n" + "
\n" ] }, "metadata": {}, @@ -651,8 +660,8 @@ "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", - " const docs_json = {\"5df9c437-0f1e-49e5-888c-8415bbace366\":{\"version\":\"3.5.0\",\"title\":\"Bokeh 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\"},\"shape\":[2781],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p1063\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p1064\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1059\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"green\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1060\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"green\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1061\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"green\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p1009\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p1022\"},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p1023\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p1024\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p1025\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p1031\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p1030\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p1032\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p1033\"},{\"type\":\"object\",\"name\":\"HelpTool\",\"id\":\"p1034\"}]}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1017\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1018\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1019\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1020\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1012\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1013\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1014\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1015\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1016\",\"attributes\":{\"axis\":{\"id\":\"p1012\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1021\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1017\"}}},{\"type\":\"object\",\"name\":\"Legend\",\"id\":\"p1044\",\"attributes\":{\"items\":[{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1045\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"desired\"},\"renderers\":[{\"id\":\"p1041\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1055\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"actual\"},\"renderers\":[{\"id\":\"p1052\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1065\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"diff\"},\"renderers\":[{\"id\":\"p1062\"}]}}]}}]}}]}};\n", - " const render_items = [{\"docid\":\"5df9c437-0f1e-49e5-888c-8415bbace366\",\"roots\":{\"p1001\":\"b705d6bb-d687-4738-a4f3-07e8a974f10b\"},\"root_ids\":[\"p1001\"]}];\n", + " const docs_json = {\"46a6e200-396c-4469-afde-4130f3a7f2fc\":{\"version\":\"3.5.0\",\"title\":\"Bokeh 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rZmZmZqYzQDgzMzMzszNABQAAAADAM0DSzMzMzMwzQJ6ZmZmZ2TNAa2ZmZmbmM0A4MzMzM/MzQAUAAAAAADRA0szMzMwMNECemZmZmRk0QGtmZmZmJjRAODMzMzMzNEAFAAAAAEA0QNLMzMzMTDRAnpmZmZlZNEBrZmZmZmY0QDgzMzMzczRABQAAAACANEDSzMzMzIw0QJ6ZmZmZmTRAa2ZmZmamNEA4MzMzM7M0QAUAAAAAwDRA0szMzMzMNECfmZmZmdk0QGtmZmZm5jRAODMzMzPzNEAFAAAAAAA1QNLMzMzMDDVAn5mZmZkZNUBrZmZmZiY1QDgzMzMzMzVABQAAAABANUDSzMzMzEw1QJ+ZmZmZWTVAbGZmZmZmNUA4MzMzM3M1QAUAAAAAgDVA0szMzMyMNUCfmZmZmZk1QGxmZmZmpjVAODMzMzOzNUAFAAAAAMA1QNLMzMzMzDVAn5mZmZnZNUBsZmZmZuY1QDgzMzMz8zVABQAAAAAANkDSzMzMzAw2QJ+ZmZmZGTZAbGZmZmYmNkA4MzMzMzM2QAUAAAAAQDZA0szMzMxMNkCfmZmZmVk2QGxmZmZmZjZAOTMzMzNzNkAFAAAAAIA2QNLMzMzMjDZAn5mZmZmZNkBsZmZmZqY2QDkzMzMzszZABQAAAADANkDSzMzMzMw2QJ+ZmZmZ2TZAbGZmZmbmNkA5MzMzM/M2QAYAAAAAADdA0szMzMwMN0CfmZmZmRk3QGxmZmZmJjdAOTMzMzMzN0AGAAAAAEA3QNLMzMzMTDdAn5mZmZlZN0BsZmZmZmY3QDkzMzMzczdABgAAAACAN0DSzMzMzIw3QJ+ZmZmZmTdAbGZmZmamN0A5MzMzM7M3QAYAAAAAwDdA0szMzMzMN0CfmZmZmdk3QGxmZmZm5jdAOTMzMzPzN0AGAAAAAAA4QNPMzMzMDDhAn5mZmZkZOEBsZmZmZiY4QDkzMzMzMzhABgAAAABAOEDTzMzMzEw4QJ+ZmZmZWThAbGZmZmZmOEA5MzMzM3M4QAYAAAAAgDhA08zMzMyMOECgmZmZmZk4QGxmZmZmpjhAOTMzMzOzOEAGAAAAAMA4QNPMzMzMzDhAoJmZmZnZOEBsZmZmZuY4QDkzMzMz8zhABgAAAAAAOUDTzMzMzAw5QKCZmZmZGTlAbGZmZmYmOUA5MzMzMzM5QAYAAAAAQDlA08zMzMxMOUCgmZmZmVk5QGxmZmZmZjlAOTMzMzNzOUAGAAAAAIA5QNPMzMzMjDlAoJmZmZmZOUBtZmZmZqY5QDkzMzMzszlABgAAAADAOUDTzMzMzMw5QKCZmZmZ2TlAbWZmZmbmOUA5MzMzM/M5QAYAAAAAADpA08zMzMwMOkCgmZmZmRk6QG1mZmZmJjpAOjMzMzMzOkAGAAAAAEA6QNPMzMzMTDpAoJmZmZlZOkBtZmZmZmY6QDozMzMzczpABgAAAACAOkDTzMzMzIw6QKCZmZmZmTpAbWZmZmamOkA6MzMzM7M6QAYAAAAAwDpA08zMzMzMOkCgmZmZmdk6QG1mZmZm5jpAOjMzMzPzOkAGAAAAAAA7QNPMzMzMDDtAoJmZmZkZO0BtZmZmZiY7QDozMzMzMztABwAAAABAO0DTzMzMzEw7QKCZmZmZWTtAbWZmZmZmO0A6MzMzM3M7QAcAAAAAgDtA08zMzMyMO0CgmZmZmZk7QG1mZmZmpjtAOjMzMzOzO0AHAAAAAMA7QNTMzMzMzDtAoJmZmZnZO0BtZmZmZuY7QDozMzMz8ztABwAAAAAAPEDUzMzMzAw8QKCZmZmZGTxAbWZmZmYmPEA6MzMzMzM8QAcAAAAAQDxA1MzMzMxMPECgmZmZmVk8QG1mZmZmZjxAOjMzMzNzPEAHAAAAAIA8QNTMzMzMjDxAoJmZmZmZPEBtZmZmZqY8QDozMzMzszxABwAAAADAPEDUzMzMzMw8QKGZmZmZ2TxAbWZmZmbmPEA6MzMzM/M8QAcAAAAAAD1A1MzMzMwMPUChmZmZmRk9QG1mZmZmJj1AOjMzMzMzPUAHAAAAAEA9QNTMzMzMTD1AoZmZmZlZPUBuZmZmZmY9QDozMzMzcz1ABwAAAACAPUDUzMzMzIw9QKGZmZmZmT1AbmZmZmamPUA6MzMzM7M9QAcAAAAAwD1A1MzMzMzMPUChmZmZmdk9QG5mZmZm5j1AOjMzMzPzPUAHAAAAAAA+QNTMzMzMDD5AoZmZmZkZPkBuZmZmZiY+QDozMzMzMz5ABwAAAABAPkDUzMzMzEw+QKGZmZmZWT5AbmZmZmZmPkA7MzMzM3M+QAcAAAAAgD5A1MzMzMyMPkChmZmZmZk+QG5mZmZmpj5AOzMzMzOzPkAHAAAAAMA+QNTMzMzMzD5AoZmZmZnZPkBuZmZmZuY+QDszMzMz8z5ACAAAAAAAP0DUzMzMzAw/QKGZmZmZGT9AbmZmZmYmP0A7MzMzMzM/QAgAAAAAQD9A1MzMzMxMP0ChmZmZmVk/QG5mZmZmZj9AOzMzMzNzP0AIAAAAAIA/QNTMzMzMjD9AoZmZmZmZP0BuZmZmZqY/QDszMzMzsz9ACAAAAADAP0DUzMzMzMw/QKGZmZmZ2T9AbmZmZmbmP0A7MzMzM/M/QAQAAAAAAEBAamZmZmYGQEDQzMzMzAxAQDczMzMzE0BAnpmZmZkZQEAEAAAAACBAQGpmZmZmJkBA0MzMzMwsQEA3MzMzMzNAQJ6ZmZmZOUBABAAAAABAQEBqZmZmZkZAQNHMzMzMTEBANzMzMzNTQECemZmZmVlAQAQAAAAAYEBAamZmZmZmQEDRzMzMzGxAQDczMzMzc0BAnpmZmZl5QEAEAAAAAIBAQGpmZmZmhkBA0czMzMyMQEA3MzMzM5NAQJ6ZmZmZmUBABAAAAACgQEBqZmZmZqZAQNHMzMzMrEBANzMzMzOzQECemZmZmblAQAQAAAAAwEBAamZmZmbGQEDRzMzMzMxAQDczMzMz00BAnpmZmZnZQEAEAAAAAOBAQGpmZmZm5kBA0czMzMzsQEA3MzMzM/NAQJ6ZmZmZ+UBABAAAAAAAQUBrZmZmZgZBQNHMzMzMDEFANzMzMzMTQUCemZmZmRlBQAQAAAAAIEFAa2ZmZmYmQUDRzMzMzCxBQDczMzMzM0FAnpmZmZk5QUAEAAAAAEBBQGtmZmZmRkFA0czMzMxMQUA3MzMzM1NBQJ6ZmZmZWUFABAAAAABgQUBrZmZmZmZBQNHMzMzMbEFANzMzMzNzQUCemZmZmXlBQAQAAAAAgEFAa2ZmZmaGQUDRzMzMzIxBQDczMzMzk0FAnpmZmZmZQUAEAAAAAKBBQGtmZmZmpkFA0czMzMysQUA4MzMzM7NBQJ6ZmZmZuUFABAAAAADAQUBrZmZmZsZBQNHMzMzMzEFAODMzMzPTQUCemZmZmdlBQAQAAAAA4EFAa2ZmZmbmQUDRzMzMzOxBQDgzMzMz80FAnpmZmZn5QUAEAAAAAABCQGtmZmZmBkJA0czMzMwMQkA4MzMzMxNCQJ6ZmZmZGUJABAAAAAAgQkBrZmZmZiZCQNHMzMzMLEJAODMzMzMzQkCemZmZmTlCQAQAAAAAQEJAa2ZmZmZGQkDRzMzMzExCQDgzMzMzU0JAnpmZmZlZQkAEAAAAAGBCQGtmZmZmZkJA0czMzMxsQkA4MzMzM3NCQJ6ZmZmZeUJABAAAAACAQkBrZmZmZoZCQNHMzMzMjEJAODMzMzOTQkCemZmZmZlCQAUAAAAAoEJAa2ZmZmamQkDRzMzMzKxCQDgzMzMzs0JAnpmZmZm5QkAFAAAAAMBCQGtmZmZmxkJA0czMzMzMQkA4MzMzM9NCQJ6ZmZmZ2UJABQAAAADgQkBrZmZmZuZCQNHMzMzM7EJAODMzMzPzQkCemZmZmflCQAUAAAAAAENAa2ZmZmYGQ0DRzMzMzAxDQDgzMzMzE0NAnpmZmZkZQ0AFAAAAACBDQGtmZmZmJkNA0czMzMwsQ0A4MzMzMzNDQJ6ZmZmZOUNABQAAAABAQ0BrZmZmZkZDQNLMzMzMTENAODMzMzNTQ0CemZmZmVlDQAUAAAAAYENAa2ZmZmZmQ0DSzMzMzGxDQDgzMzMzc0NAnpmZmZl5Q0AFAAAAAIBDQGtmZmZmhkNA0szMzMyMQ0A4MzMzM5NDQJ6ZmZmZmUNABQAAAACgQ0BrZmZmZqZDQNLMzMzMrENAODMzMzOzQ0CemZmZmblDQAUAAAAAwENAa2ZmZmbGQ0DSzMzMzMxDQDgzMzMz00NAnpmZmZnZQ0AFAAAAAOBDQGtmZmZm5kNA0szMzMzsQ0A4MzMzM/NDQJ6ZmZmZ+UNABQAAAAAAREBrZmZmZgZEQNLMzMzMDERAODMzMzMTRECemZmZmRlEQAUAAAAAIERAa2ZmZmYmREDSzMzMzCxEQDgzMzMzM0RAn5mZmZk5REAFAAAAAEBEQGtmZmZmRkRA0szMzMxMREA4MzMzM1NEQJ+ZmZmZWURABQAAAABgREBrZmZmZmZEQNLMzMzMbERAODMzMzNzRECfmZmZmXlEQAUAAAAAgERAa2ZmZmaGREDSzMzMzIxEQDgzMzMzk0RAn5mZmZmZREAFAAAAAKBEQGtmZmZmpkRA0szMzMysREA4MzMzM7NEQJ+ZmZmZuURABQAAAADAREBrZmZmZsZEQNLMzMzMzERAODMzMzPTRECfmZmZmdlEQAUAAAAA4ERAbGZmZmbmREDSzMzMzOxEQDgzMzMz80RAn5mZmZn5REAFAAAAAABFQGxmZmZmBkVA0szMzMwMRUA4MzMzMxNFQJ+ZmZmZGUVABQAAAAAgRUBsZmZmZiZFQNLMzMzMLEVAODMzMzMzRUCfmZmZmTlFQAUAAAAAQEVAbGZmZmZGRUDSzMzMzExFQDgzMzMzU0VAn5mZmZlZRUAFAAAAAGBFQGxmZmZmZkVA0szMzMxsRUA4MzMzM3NFQJ+ZmZmZeUVABQAAAACARUBsZmZmZoZFQNLMzMzMjEVAODMzMzOTRUCfmZmZmZlFQAUAAAAAoEVAbGZmZmamRUDSzMzMzKxFQDgzMzMzs0VAn5mZmZm5RUAFAAAAAMBFQGxmZmZmxkVA0szMzMzMRUA5MzMzM9NFQJ+ZmZmZ2UVABQAAAADgRUBsZmZmZuZFQNLMzMzM7EVAOTMzMzPzRUCfmZmZmflFQAUAAAAAAEZAbGZmZmYGRkDSzMzMzAxGQDkzMzMzE0ZAn5mZmZkZRkAFAAAAACBGQGxmZmZmJkZA0szMzMwsRkA5MzMzMzNGQJ+ZmZmZOUZABQAAAABARkBsZmZmZkZGQNLMzMzMTEZAOTMzMzNTRkCfmZmZmVlGQAUAAAAAYEZAbGZmZmZmRkDSzMzMzGxGQDkzMzMzc0ZAn5mZmZl5RkAGAAAAAIBGQGxmZmZmhkZA0szMzMyMRkA5MzMzM5NGQJ+ZmZmZmUZABgAAAACgRkBsZmZmZqZGQNLMzMzMrEZAOTMzMzOzRkCfmZmZmblGQAYAAAAAwEZAbGZmZmbGRkDSzMzMzMxGQDkzMzMz00ZAn5mZmZnZRkAGAAAAAOBGQGxmZmZm5kZA0szMzMzsRkA5MzMzM/NGQJ+ZmZmZ+UZABgAAAAAAR0BsZmZmZgZHQNLMzMzMDEdAOTMzMzMTR0CfmZmZmRlHQAYAAAAAIEdAbGZmZmYmR0DSzMzMzCxHQDkzMzMzM0dAn5mZmZk5R0AGAAAAAEBHQGxmZmZmRkdA0szMzMxMR0A5MzMzM1NHQJ+ZmZmZWUdABgAAAABgR0BsZmZmZmZHQNPMzMzMbEdAOTMzMzNzR0CfmZmZmXlHQAYAAAAAgEdAbGZmZmaGR0DTzMzMzIxHQDkzMzMzk0dAn5mZmZmZR0AGAAAAAKBHQGxmZmZmpkdA08zMzMysR0A5MzMzM7NHQJ+ZmZmZuUdABgAAAADAR0BsZmZmZsZHQNPMzMzMzEdAOTMzMzPTR0CfmZmZmdlHQAYAAAAA4EdAbGZmZmbmR0DTzMzMzOxHQDkzMzMz80dAn5mZmZn5R0AGAAAAAABIQGxmZmZmBkhA08zMzMwMSEA5MzMzMxNIQKCZmZmZGUhABgAAAAAgSEBsZmZmZiZIQNPMzMzMLEhAOTMzMzMzSECgmZmZmTlIQAYAAAAAQEhAbGZmZmZGSEDTzMzMzExIQDkzMzMzU0hAoJmZmZlZSEAGAAAAAGBIQGxmZmZmZkhA08zMzMxsSEA5MzMzM3NIQKCZmZmZeUhABgAAAACASEBsZmZmZoZIQNPMzMzMjEhAOTMzMzOTSECgmZmZmZlIQAYAAAAAoEhAbGZmZmamSEDTzMzMzKxIQDkzMzMzs0hAoJmZmZm5SEAGAAAAAMBIQGxmZmZmxkhA08zMzMzMSEA5MzMzM9NIQKCZmZmZ2UhABgAAAADgSEBsZmZmZuZIQNPMzMzM7EhAOTMzMzPzSECgmZmZmflIQAYAAAAAAElAbWZmZmYGSUDTzMzMzAxJQDkzMzMzE0lAoJmZmZkZSUAGAAAAACBJQG1mZmZmJklA08zMzMwsSUA5MzMzMzNJQKCZmZmZOUlABgAAAABASUBtZmZmZkZJQNPMzMzMTElAOTMzMzNTSUCgmZmZmVlJQAYAAAAAYElAbWZmZmZmSUDTzMzMzGxJQDkzMzMzc0lAoJmZmZl5SUAGAAAAAIBJQG1mZmZmhklA08zMzMyMSUA5MzMzM5NJQKCZmZmZmUlABgAAAACgSUBtZmZmZqZJQNPMzMzMrElAOjMzMzOzSUCgmZmZmblJQAYAAAAAwElAbWZmZmbGSUDTzMzMzMxJQDozMzMz00lAoJmZmZnZSUAGAAAAAOBJQG1mZmZm5klA08zMzMzsSUA6MzMzM/NJQKCZmZmZ+UlABgAAAAAASkBtZmZmZgZKQNPMzMzMDEpAOjMzMzMTSkCgmZmZmRlKQAYAAAAAIEpAbWZmZmYmSkDTzMzMzCxKQDozMzMzM0pAoJmZmZk5SkAGAAAAAEBKQG1mZmZmRkpA08zMzMxMSkA6MzMzM1NKQKCZmZmZWUpABgAAAABgSkBtZmZmZmZKQNPMzMzMbEpAOjMzMzNzSkCgmZmZmXlKQAYAAAAAgEpAbWZmZmaGSkDTzMzMzIxKQDozMzMzk0pAoJmZmZmZSkAHAAAAAKBKQG1mZmZmpkpA08zMzMysSkA6MzMzM7NKQKCZmZmZuUpABwAAAADASkBtZmZmZsZKQNPMzMzMzEpAOjMzMzPTSkCgmZmZmdlKQAcAAAAA4EpAbWZmZmbmSkDTzMzMzOxKQDozMzMz80pAoJmZmZn5SkAHAAAAAABLQG1mZmZmBktA08zMzMwMS0A6MzMzMxNLQKCZmZmZGUtABwAAAAAgS0BtZmZmZiZLQNPMzMzMLEtAOjMzMzMzS0CgmZmZmTlLQAcAAAAAQEtAbWZmZmZGS0DUzMzMzExLQDozMzMzU0tAoJmZmZlZS0AHAAAAAGBLQG1mZmZmZktA1MzMzMxsS0A6MzMzM3NLQKCZmZmZeUtABwAAAACAS0BtZmZmZoZLQNTMzMzMjEtAOjMzMzOTS0CgmZmZmZlLQAcAAAAAoEtAbWZmZmamS0DUzMzMzKxLQDozMzMzs0tAoJmZmZm5S0AHAAAAAMBLQG1mZmZmxktA1MzMzMzMS0A6MzMzM9NLQKCZmZmZ2UtABwAAAADgS0BtZmZmZuZLQNTMzMzM7EtAOjMzMzPzS0CgmZmZmflLQAcAAAAAAExAbWZmZmYGTEDUzMzMzAxMQDozMzMzE0xAoJmZmZkZTEAHAAAAACBMQG1mZmZmJkxA1MzMzMwsTEA6MzMzMzNMQKGZmZmZOUxABwAAAABATEBtZmZmZkZMQNTMzMzMTExAOjMzMzNTTEChmZmZmVlMQAcAAAAAYExAbWZmZmZmTEDUzMzMzGxMQDozMzMzc0xAoZmZmZl5TEAHAAAAAIBMQG1mZmZmhkxA1MzMzMyMTEA6MzMzM5NMQKGZmZmZmUxABwAAAACgTEBtZmZmZqZMQNTMzMzMrExAOjMzMzOzTEChmZmZmblMQAcAAAAAwExAbWZmZmbGTEDUzMzMzMxMQDozMzMz00xAoZmZmZnZTEAHAAAAAOBMQG5mZmZm5kxA1MzMzMzsTEA6MzMzM/NMQKGZmZmZ+UxABwAAAAAATUBuZmZmZgZNQNTMzMzMDE1AOjMzMzMTTUChmZmZmRlNQAcAAAAAIE1AbmZmZmYmTUDUzMzMzCxNQDozMzMzM01AoZmZmZk5TUAHAAAAAEBNQG5mZmZmRk1A1MzMzMxMTUA6MzMzM1NNQKGZmZmZWU1ABwAAAABgTUBuZmZmZmZNQNTMzMzMbE1AOjMzMzNzTUChmZmZmXlNQAcAAAAAgE1AbmZmZmaGTUDUzMzMzIxNQDozMzMzk01AoZmZmZmZTUAHAAAAAKBNQG5mZmZmpk1A1MzMzMysTUA6MzMzM7NNQKGZmZmZuU1ABwAAAADATUBuZmZmZsZNQNTMzMzMzE1AOzMzMzPTTUChmZmZmdlNQAcAAAAA4E1AbmZmZmbmTUDUzMzMzOxNQDszMzMz801AoZmZmZn5TUAHAAAAAABOQG5mZmZmBk5A1MzMzMwMTkA7MzMzMxNOQKGZmZmZGU5ABwAAAAAgTkBuZmZmZiZOQNTMzMzMLE5AOzMzMzMzTkChmZmZmTlOQAcAAAAAQE5AbmZmZmZGTkDUzMzMzExOQDszMzMzU05AoZmZmZlZTkAHAAAAAGBOQG5mZmZmZk5A1MzMzMxsTkA7MzMzM3NOQKGZmZmZeU5ACAAAAACATkBuZmZmZoZOQNTMzMzMjE5AOzMzMzOTTkChmZmZmZlOQAgAAAAAoE5AbmZmZmamTkDUzMzMzKxOQDszMzMzs05AoZmZmZm5TkAIAAAAAMBOQG5mZmZmxk5A1MzMzMzMTkA7MzMzM9NOQKGZmZmZ2U5ACAAAAADgTkBuZmZmZuZOQNTMzMzM7E5AOzMzMzPzTkChmZmZmflOQAgAAAAAAE9AbmZmZmYGT0DUzMzMzAxPQDszMzMzE09AoZmZmZkZT0AIAAAAACBPQG5mZmZmJk9A1MzMzMwsT0A7MzMzMzNPQKGZmZmZOU9ACAAAAABAT0BuZmZmZkZPQNTMzMzMTE9AOzMzMzNTT0ChmZmZmVlPQAgAAAAAYE9AbmZmZmZmT0DVzMzMzGxPQDszMzMzc09AoZmZmZl5T0AIAAAAAIBPQG5mZmZmhk9A1czMzMyMT0A7MzMzM5NPQKGZmZmZmU9ACAAAAACgT0BuZmZmZqZPQNXMzMzMrE9AOzMzMzOzT0ChmZmZmblPQAgAAAAAwE9AbmZmZmbGT0DVzMzMzMxPQDszMzMz009AoZmZmZnZT0AIAAAAAOBPQG5mZmZm5k9A1czMzMzsT0A7MzMzM/NPQKGZmZmZ+U9ABAAAAAAAUEA3MzMzMwNQQGpmZmZmBlBAnpmZmZkJUEDRzMzMzAxQQAQAAAAAEFBANzMzMzMTUEBqZmZmZhZQQJ6ZmZmZGVBA0czMzMwcUEAEAAAAACBQQDczMzMzI1BAamZmZmYmUECemZmZmSlQQNHMzMzMLFBABAAAAAAwUEA3MzMzMzNQQGpmZmZmNlBAnpmZmZk5UEDRzMzMzDxQQAQAAAAAQFBANzMzMzNDUEBqZmZmZkZQQJ6ZmZmZSVBA0czMzMxMUEAEAAAAAFBQQDczMzMzU1BAamZmZmZWUECemZmZmVlQQNHMzMzMXFBABAAAAABgUEA3MzMzM2NQQGpmZmZmZlBAnpmZmZlpUEDRzMzMzGxQQAQAAAAAcFBANzMzMzNzUEBqZmZmZnZQQJ6ZmZmZeVBA0czMzMx8UEAEAAAAAIBQQDczMzMzg1BAamZmZmaGUECemZmZmYlQQNHMzMzMjFBABAAAAACQUEA3MzMzM5NQQGpmZmZmllBAnpmZmZmZUEDRzMzMzJxQQAQAAAAAoFBANzMzMzOjUEBqZmZmZqZQQJ6ZmZmZqVBA0czMzMysUEAEAAAAALBQQDczMzMzs1BAa2ZmZma2UECemZmZmblQQNHMzMzMvFBABAAAAADAUEA3MzMzM8NQQGtmZmZmxlBAnpmZmZnJUEDRzMzMzMxQQAQAAAAA0FBANzMzMzPTUEBrZmZmZtZQQJ6ZmZmZ2VBA0czMzMzcUEAEAAAAAOBQQDczMzMz41BAa2ZmZmbmUECemZmZmelQQNHMzMzM7FBABAAAAADwUEA3MzMzM/NQQGtmZmZm9lBAnpmZmZn5UEDRzMzMzPxQQAQAAAAAAFFANzMzMzMDUUBrZmZmZgZRQJ6ZmZmZCVFA0czMzMwMUUAEAAAAABBRQDczMzMzE1FAa2ZmZmYWUUCemZmZmRlRQNHMzMzMHFFABAAAAAAgUUA3MzMzMyNRQGtmZmZmJlFAnpmZmZkpUUDRzMzMzCxRQAQAAAAAMFFANzMzMzMzUUBrZmZmZjZRQJ6ZmZmZOVFA0czMzMw8UUAEAAAAAEBRQDczMzMzQ1FAa2ZmZmZGUUCemZmZmUlRQNHMzMzMTFFABAAAAABQUUA3MzMzM1NRQGtmZmZmVlFAnpmZmZlZUUDRzMzMzFxRQAQAAAAAYFFANzMzMzNjUUBrZmZmZmZRQJ6ZmZmZaVFA0czMzMxsUUAEAAAAAHBRQDgzMzMzc1FAa2ZmZmZ2UUCemZmZmXlRQNHMzMzMfFFABAAAAACAUUA4MzMzM4NRQGtmZmZmhlFAnpmZmZmJUUDRzMzMzIxRQAQAAAAAkFFAODMzMzOTUUBrZmZmZpZRQJ6ZmZmZmVFA0czMzMycUUAEAAAAAKBRQDgzMzMzo1FAa2ZmZmamUUCemZmZmalRQNHMzMzMrFFABAAAAACwUUA4MzMzM7NRQGtmZmZmtlFAnpmZmZm5UUDRzMzMzLxRQAQAAAAAwFFAODMzMzPDUUBrZmZmZsZRQJ6ZmZmZyVFA0czMzMzMUUAEAAAAANBRQDgzMzMz01FAa2ZmZmbWUUCemZmZmdlRQNHMzMzM3FFABAAAAADgUUA4MzMzM+NRQGtmZmZm5lFAnpmZmZnpUUDRzMzMzOxRQAQAAAAA8FFAODMzMzPzUUBrZmZmZvZRQJ6ZmZmZ+VFA0czMzMz8UUAEAAAAAABSQDgzMzMzA1JAa2ZmZmYGUkCemZmZmQlSQNHMzMzMDFJABAAAAAAQUkA4MzMzMxNSQGtmZmZmFlJAnpmZmZkZUkDRzMzMzBxSQAQAAAAAIFJAODMzMzMjUkBrZmZmZiZSQJ6ZmZmZKVJA0czMzMwsUkAEAAAAADBSQDgzMzMzM1JAa2ZmZmY2UkCemZmZmTlSQNHMzMzMPFJABAAAAABAUkA4MzMzM0NSQGtmZmZmRlJAnpmZmZlJUkDRzMzMzExSQAUAAAAAUFJAODMzMzNTUkBrZmZmZlZSQJ6ZmZmZWVJA0czMzMxcUkAFAAAAAGBSQDgzMzMzY1JAa2ZmZmZmUkCemZmZmWlSQNHMzMzMbFJABQAAAABwUkA4MzMzM3NSQGtmZmZmdlJAnpmZmZl5UkDRzMzMzHxSQAUAAAAAgFJAODMzMzODUkBrZmZmZoZSQJ6ZmZmZiVJA0czMzMyMUkAFAAAAAJBSQDgzMzMzk1JAa2ZmZmaWUkCemZmZmZlSQNHMzMzMnFJABQAAAACgUkA4MzMzM6NSQGtmZmZmplJAnpmZmZmpUkDRzMzMzKxSQAUAAAAAsFJAODMzMzOzUkBrZmZmZrZSQJ6ZmZmZuVJA0czMzMy8UkAFAAAAAMBSQDgzMzMzw1JAa2ZmZmbGUkCemZmZmclSQNHMzMzMzFJABQAAAADQUkA4MzMzM9NSQGtmZmZm1lJAnpmZmZnZUkDRzMzMzNxSQAUAAAAA4FJAODMzMzPjUkBrZmZmZuZSQJ6ZmZmZ6VJA0czMzMzsUkAFAAAAAPBSQDgzMzMz81JAa2ZmZmb2UkCemZmZmflSQNHMzMzM/FJABQAAAAAAU0A4MzMzMwNTQGtmZmZmBlNAnpmZmZkJU0DSzMzMzAxTQAUAAAAAEFNAODMzMzMTU0BrZmZmZhZTQJ6ZmZmZGVNA0szMzMwcU0AFAAAAACBTQDgzMzMzI1NAa2ZmZmYmU0CemZmZmSlTQNLMzMzMLFNABQAAAAAwU0A4MzMzMzNTQGtmZmZmNlNAnpmZmZk5U0DSzMzMzDxTQAUAAAAAQFNAODMzMzNDU0BrZmZmZkZTQJ6ZmZmZSVNA0szMzMxMU0AFAAAAAFBTQDgzMzMzU1NAa2ZmZmZWU0CemZmZmVlTQNLMzMzMXFNABQAAAABgU0A4MzMzM2NTQGtmZmZmZlNAnpmZmZlpU0DSzMzMzGxTQAUAAAAAcFNAODMzMzNzU0BrZmZmZnZTQJ6ZmZmZeVNA0szMzMx8U0AFAAAAAIBTQDgzMzMzg1NAa2ZmZmaGU0CemZmZmYlTQNLMzMzMjFNABQAAAACQU0A4MzMzM5NTQGtmZmZmllNAnpmZmZmZU0DSzMzMzJxTQAUAAAAAoFNAODMzMzOjU0BrZmZmZqZTQJ6ZmZmZqVNA0szMzMysU0AFAAAAALBTQDgzMzMzs1NAa2ZmZma2U0CemZmZmblTQNLMzMzMvFNABQAAAADAU0A4MzMzM8NTQGtmZmZmxlNAnpmZmZnJU0DSzMzMzMxTQAUAAAAA0FNAODMzMzPTU0BrZmZmZtZTQJ6ZmZmZ2VNA0szMzMzcU0AFAAAAAOBTQDgzMzMz41NAa2ZmZmbmU0CfmZmZmelTQNLMzMzM7FNABQAAAADwU0A4MzMzM/NTQGtmZmZm9lNAn5mZmZn5U0DSzMzMzPxTQAUAAAAAAFRAODMzMzMDVEBrZmZmZgZUQJ+ZmZmZCVRA0szMzMwMVEAFAAAAABBUQDgzMzMzE1RAa2ZmZmYWVECfmZmZmRlUQNLMzMzMHFRABQAAAAAgVEA4MzMzMyNUQGtmZmZmJlRAn5mZmZkpVEDSzMzMzCxUQAUAAAAAMFRAODMzMzMzVEBrZmZmZjZUQJ+ZmZmZOVRA0szMzMw8VEAFAAAAAEBUQDgzMzMzQ1RAa2ZmZmZGVECfmZmZmUlUQNLMzMzMTFRABQAAAABQVEA4MzMzM1NUQGtmZmZmVlRAn5mZmZlZVEDSzMzMzFxUQAUAAAAAYFRAODMzMzNjVEBrZmZmZmZUQJ+ZmZmZaVRA0szMzMxsVEAFAAAAAHBUQDgzMzMzc1RAa2ZmZmZ2VECfmZmZmXlUQNLMzMzMfFRABQAAAACAVEA4MzMzM4NUQGtmZmZmhlRAn5mZmZmJVEDSzMzMzIxUQAUAAAAAkFRAODMzMzOTVEBrZmZmZpZUQJ+ZmZmZmVRA0szMzMycVEAFAAAAAKBUQDgzMzMzo1RAbGZmZmamVECfmZmZmalUQNLMzMzMrFRABQAAAACwVEA4MzMzM7NUQGxmZmZmtlRAn5mZmZm5VEDSzMzMzLxUQAUAAAAAwFRAODMzMzPDVEBsZmZmZsZUQJ+ZmZmZyVRA0szMzMzMVEAFAAAAANBUQDgzMzMz01RAbGZmZmbWVECfmZmZmdlUQNLMzMzM3FRABQAAAADgVEA4MzMzM+NUQGxmZmZm5lRAn5mZmZnpVEDSzMzMzOxUQAUAAAAA8FRAODMzMzPzVEBsZmZmZvZUQJ+ZmZmZ+VRA0szMzMz8VEAFAAAAAABVQDgzMzMzA1VAbGZmZmYGVUCfmZmZmQlVQNLMzMzMDFVABQAAAAAQVUA4MzMzMxNVQGxmZmZmFlVAn5mZmZkZVUDSzMzMzBxVQAUAAAAAIFVAODMzMzMjVUBsZmZmZiZVQJ+ZmZmZKVVA0szMzMwsVUAFAAAAADBVQDgzMzMzM1VAbGZmZmY2VUCfmZmZmTlVQNLMzMzMPFVABQAAAABAVUA4MzMzM0NVQGxmZmZmRlVAn5mZmZlJVUDSzMzMzExVQAUAAAAAUFVAODMzMzNTVUBsZmZmZlZVQJ+ZmZmZWVVA0szMzMxcVUAFAAAAAGBVQDgzMzMzY1VAbGZmZmZmVUCfmZmZmWlVQNLMzMzMbFVABQAAAABwVUA4MzMzM3NVQGxmZmZmdlVAn5mZmZl5VUDSzMzMzHxVQAUAAAAAgFVAOTMzMzODVUBsZmZmZoZVQJ+ZmZmZiVVA0szMzMyMVUAFAAAAAJBVQDkzMzMzk1VAbGZmZmaWVUCfmZmZmZlVQNLMzMzMnFVABQAAAACgVUA5MzMzM6NVQGxmZmZmplVAn5mZmZmpVUDSzMzMzKxVQAUAAAAAsFVAOTMzMzOzVUBsZmZmZrZVQJ+ZmZmZuVVA0szMzMy8VUAFAAAAAMBVQDkzMzMzw1VAbGZmZmbGVUCfmZmZmclVQNLMzMzMzFVABQAAAADQVUA5MzMzM9NVQGxmZmZm1lVAn5mZmZnZVUDSzMzMzNxVQAUAAAAA4FVAOTMzMzPjVUBsZmZmZuZVQJ+ZmZmZ6VVA0szMzMzsVUAFAAAAAPBVQDkzMzMz81VAbGZmZmb2VUCfmZmZmflVQNLMzMzM/FVABQAAAAAAVkA5MzMzMwNWQGxmZmZmBlZAn5mZmZkJVkDSzMzMzAxWQAUAAAAAEFZAOTMzMzMTVkBsZmZmZhZWQJ+ZmZmZGVZA0szMzMwcVkAFAAAAACBWQDkzMzMzI1ZAbGZmZmYmVkCfmZmZmSlWQNLMzMzMLFZABQAAAAAwVkA5MzMzMzNWQGxmZmZmNlZAn5mZmZk5VkDSzMzMzDxWQAYAAAAAQFZAOTMzMzNDVkBsZmZmZkZWQJ+ZmZmZSVZA0szMzMxMVkAGAAAAAFBWQDkzMzMzU1ZAbGZmZmZWVkCfmZmZmVlWQNLMzMzMXFZABgAAAABgVkA5MzMzM2NWQGxmZmZmZlZAn5mZmZlpVkDSzMzMzGxWQAYAAAAAcFZAOTMzMzNzVkBsZmZmZnZWQJ+ZmZmZeVZA0szMzMx8VkAGAAAAAIBWQDkzMzMzg1ZAbGZmZmaGVkCfmZmZmYlWQNLMzMzMjFZABgAAAACQVkA5MzMzM5NWQGxmZmZmllZAn5mZmZmZVkDSzMzMzJxWQAYAAAAAoFZAOTMzMzOjVkBsZmZmZqZWQJ+ZmZmZqVZA0szMzMysVkAGAAAAALBWQDkzMzMzs1ZAbGZmZma2VkCfmZmZmblWQNLMzMzMvFZABgAAAADAVkA5MzMzM8NWQGxmZmZmxlZAn5mZmZnJVkDSzMzMzMxWQAYAAAAA0FZAOTMzMzPTVkBsZmZmZtZWQJ+ZmZmZ2VZA0szMzMzcVkAGAAAAAOBWQDkzMzMz41ZAbGZmZmbmVkCfmZmZmelWQNLMzMzM7FZABgAAAADwVkA5MzMzM/NWQGxmZmZm9lZAn5mZmZn5VkDSzMzMzPxWQAYAAAAAAFdAOTMzMzMDV0BsZmZmZgZXQJ+ZmZmZCVdA0szMzMwMV0AGAAAAABBXQDkzMzMzE1dAbGZmZmYWV0CfmZmZmRlXQNPMzMzMHFdABgAAAAAgV0A5MzMzMyNXQGxmZmZmJldAn5mZmZkpV0DTzMzMzCxXQAYAAAAAMFdAOTMzMzMzV0BsZmZmZjZXQJ+ZmZmZOVdA08zMzMw8V0AGAAAAAEBXQDkzMzMzQ1dAbGZmZmZGV0CfmZmZmUlXQNPMzMzMTFdABgAAAABQV0A5MzMzM1NXQGxmZmZmVldAn5mZmZlZV0DTzMzMzFxXQAYAAAAAYFdAOTMzMzNjV0BsZmZmZmZXQJ+ZmZmZaVdA08zMzMxsV0AGAAAAAHBXQDkzMzMzc1dAbGZmZmZ2V0CfmZmZmXlXQNPMzMzMfFdABgAAAACAV0A5MzMzM4NXQGxmZmZmhldAn5mZmZmJV0DTzMzMzIxXQAYAAAAAkFdAOTMzMzOTV0BsZmZmZpZXQJ+ZmZmZmVdA08zMzMycV0AGAAAAAKBXQDkzMzMzo1dAbGZmZmamV0CfmZmZmalXQNPMzMzMrFdABgAAAACwV0A5MzMzM7NXQGxmZmZmtldAn5mZmZm5V0DTzMzMzLxXQAYAAAAAwFdAOTMzMzPDV0BsZmZmZsZXQJ+ZmZmZyVdA08zMzMzMV0AGAAAAANBXQDkzMzMz01dAbGZmZmbWV0CgmZmZmdlXQNPMzMzM3FdABgAAAADgV0A5MzMzM+NXQGxmZmZm5ldAoJmZmZnpV0DTzMzMzOxXQAYAAAAA8FdAOTMzMzPzV0BsZmZmZvZXQKCZmZmZ+VdA08zMzMz8V0AGAAAAAABYQDkzMzMzA1hAbGZmZmYGWECgmZmZmQlYQNPMzMzMDFhABgAAAAAQWEA5MzMzMxNYQGxmZmZmFlhAoJmZmZkZWEDTzMzMzBxYQAYAAAAAIFhAOTMzMzMjWEBsZmZmZiZYQKCZmZmZKVhA08zMzMwsWEAGAAAAADBYQDkzMzMzM1hAbGZmZmY2WECgmZmZmTlYQNPMzMzMPFhABgAAAABAWEA5MzMzM0NYQGxmZmZmRlhAoJmZmZlJWEDTzMzMzExYQAYAAAAAUFhAOTMzMzNTWEBsZmZmZlZYQKCZmZmZWVhA08zMzMxcWEAGAAAAAGBYQDkzMzMzY1hAbGZmZmZmWECgmZmZmWlYQNPMzMzMbFhABgAAAABwWEA5MzMzM3NYQGxmZmZmdlhAoJmZmZl5WEDTzMzMzHxYQAYAAAAAgFhAOTMzMzODWEBsZmZmZoZYQKCZmZmZiVhA08zMzMyMWEAGAAAAAJBYQDkzMzMzk1hAbGZmZmaWWECgmZmZmZlYQNPMzMzMnFhABgAAAACgWEA5MzMzM6NYQGxmZmZmplhAoJmZmZmpWEDTzMzMzKxYQAYAAAAAsFhAOTMzMzOzWEBtZmZmZrZYQKCZmZmZuVhA08zMzMy8WEAGAAAAAMBYQDkzMzMzw1hAbWZmZmbGWECgmZmZmclYQNPMzMzMzFhABgAAAADQWEA5MzMzM9NYQG1mZmZm1lhAoJmZmZnZWEDTzMzMzNxYQAYAAAAA4FhAOTMzMzPjWEBtZmZmZuZYQKCZmZmZ6VhA08zMzMzsWEAGAAAAAPBYQDkzMzMz81hAbWZmZmb2WECgmZmZmflYQNPMzMzM/FhABgAAAAAAWUA5MzMzMwNZQG1mZmZmBllAoJmZmZkJWUDTzMzMzAxZQAYAAAAAEFlAOTMzMzMTWUBtZmZmZhZZQKCZmZmZGVlA08zMzMwcWUAGAAAAACBZQDkzMzMzI1lAbWZmZmYmWUCgmZmZmSlZQNPMzMzMLFlABgAAAAAwWUA5MzMzMzNZQG1mZmZmNllAoJmZmZk5WUDTzMzMzDxZQAYAAAAAQFlAOTMzMzNDWUBtZmZmZkZZQKCZmZmZSVlA08zMzMxMWUAGAAAAAFBZQDkzMzMzU1lAbWZmZmZWWUCgmZmZmVlZQNPMzMzMXFlABgAAAABgWUA5MzMzM2NZQG1mZmZmZllAoJmZmZlpWUDTzMzMzGxZQAYAAAAAcFlAOjMzMzNzWUBtZmZmZnZZQKCZmZmZeVlA08zMzMx8WUAGAAAAAIBZQDozMzMzg1lAbWZmZmaGWUCgmZmZmYlZQNPMzMzMjFlABgAAAACQWUA6MzMzM5NZQG1mZmZmlllAoJmZmZmZWUDTzMzMzJxZQAYAAAAAoFlAOjMzMzOjWUBtZmZmZqZZQKCZmZmZqVlA08zMzMysWUAGAAAAALBZQDozMzMzs1lAbWZmZma2WUCgmZmZmblZQNPMzMzMvFlABgAAAADAWUA6MzMzM8NZQG1mZmZmxllAoJmZmZnJWUDTzMzMzMxZQAYAAAAA0FlAOjMzMzPTWUBtZmZmZtZZQKCZmZmZ2VlA08zMzMzcWUAGAAAAAOBZQDozMzMz41lAbWZmZmbmWUCgmZmZmelZQNPMzMzM7FlABgAAAADwWUA6MzMzM/NZQG1mZmZm9llAoJmZmZn5WUDTzMzMzPxZQAYAAAAAAFpAOjMzMzMDWkBtZmZmZgZaQKCZmZmZCVpA08zMzMwMWkAGAAAAABBaQDozMzMzE1pAbWZmZmYWWkCgmZmZmRlaQNPMzMzMHFpABgAAAAAgWkA6MzMzMyNaQG1mZmZmJlpAoJmZmZkpWkDTzMzMzCxaQAYAAAAAMFpAOjMzMzMzWkBtZmZmZjZaQKCZmZmZOVpA08zMzMw8WkAGAAAAAEBaQDozMzMzQ1pAbWZmZmZGWkCgmZmZmUlaQNPMzMzMTFpABwAAAABQWkA6MzMzM1NaQG1mZmZmVlpAoJmZmZlZWkDTzMzMzFxaQAcAAAAAYFpAOjMzMzNjWkBtZmZmZmZaQKCZmZmZaVpA08zMzMxsWkAHAAAAAHBaQDozMzMzc1pAbWZmZmZ2WkCgmZmZmXlaQNPMzMzMfFpABwAAAACAWkA6MzMzM4NaQG1mZmZmhlpAoJmZmZmJWkDTzMzMzIxaQAcAAAAAkFpAOjMzMzOTWkBtZmZmZpZaQKCZmZmZmVpA08zMzMycWkAHAAAAAKBaQDozMzMzo1pAbWZmZmamWkCgmZmZmalaQNPMzMzMrFpABwAAAACwWkA6MzMzM7NaQG1mZmZmtlpAoJmZmZm5WkDTzMzMzLxaQAcAAAAAwFpAOjMzMzPDWkBtZmZmZsZaQKCZmZmZyVpA08zMzMzMWkAHAAAAANBaQDozMzMz01pAbWZmZmbWWkCgmZmZmdlaQNPMzMzM3FpABwAAAADgWkA6MzMzM+NaQG1mZmZm5lpAoJmZmZnpWkDTzMzMzOxaQAcAAAAA8FpAOjMzMzPzWkBtZmZmZvZaQKCZmZmZ+VpA08zMzMz8WkAHAAAAAABbQDozMzMzA1tAbWZmZmYGW0CgmZmZmQlbQNTMzMzMDFtABwAAAAAQW0A6MzMzMxNbQG1mZmZmFltAoJmZmZkZW0DUzMzMzBxbQAcAAAAAIFtAOjMzMzMjW0BtZmZmZiZbQKCZmZmZKVtA1MzMzMwsW0AHAAAAADBbQDozMzMzM1tAbWZmZmY2W0CgmZmZmTlbQNTMzMzMPFtABwAAAABAW0A6MzMzM0NbQG1mZmZmRltAoJmZmZlJW0DUzMzMzExbQAcAAAAAUFtAOjMzMzNTW0BtZmZmZlZbQKCZmZmZWVtA1MzMzMxcW0AHAAAAAGBbQDozMzMzY1tAbWZmZmZmW0CgmZmZmWlbQNTMzMzMbFtABwAAAABwW0A6MzMzM3NbQG1mZmZmdltAoJmZmZl5W0DUzMzMzHxbQAcAAAAAgFtAOjMzMzODW0BtZmZmZoZbQKCZmZmZiVtA1MzMzMyMW0AHAAAAAJBbQDozMzMzk1tAbWZmZmaWW0CgmZmZmZlbQNTMzMzMnFtABwAAAACgW0A6MzMzM6NbQG1mZmZmpltAoJmZmZmpW0DUzMzMzKxbQAcAAAAAsFtAOjMzMzOzW0BtZmZmZrZbQKCZmZmZuVtA1MzMzMy8W0AHAAAAAMBbQDozMzMzw1tAbWZmZmbGW0CgmZmZmclbQNTMzMzMzFtABwAAAADQW0A6MzMzM9NbQG1mZmZm1ltAoJmZmZnZW0DUzMzMzNxbQAcAAAAA4FtAOjMzMzPjW0BtZmZmZuZbQKGZmZmZ6VtA1MzMzMzsW0AHAAAAAPBbQDozMzMz81tAbWZmZmb2W0ChmZmZmflbQNTMzMzM/FtABwAAAAAAXEA6MzMzMwNcQG1mZmZmBlxAoZmZmZkJXEDUzMzMzAxcQAcAAAAAEFxAOjMzMzMTXEBtZmZmZhZcQKGZmZmZGVxA1MzMzMwcXEAHAAAAACBcQDozMzMzI1xAbWZmZmYmXEChmZmZmSlcQNTMzMzMLFxABwAAAAAwXEA6MzMzMzNcQG1mZmZmNlxAoZmZmZk5XEDUzMzMzDxcQAcAAAAAQFxAOjMzMzNDXEBtZmZmZkZcQKGZmZmZSVxA1MzMzMxMXEAHAAAAAFBcQDozMzMzU1xAbWZmZmZWXEC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CUK6QhZCCe8kQvvZNUIYfUlCwHRgQjuPe0Ii941CsrWhQoTfukJi/N1CR1cLQ+bVQEMAwZdD4XIFRP3RdkQGZOFEMN9CRZbkm0WDFORFb6QXRtZfNkYcSkVGoDY/RupUJkZpjwJG++S5RY1NcUUrCBBFkd+gRKbELUSyu79DJfxmQ/0rHkP6+vJCoKzIQt8NrEJuUJZC0sKEQpJabEL02lRCoew/QqD1LUKSbh5CqewQQpAbBUJkbfVBZg3jQYu80kH0L8RBTiq3QZ13q0F97KBBSmSXQbq/jkGZ5IZB7Hd/QXlkckH+bGZB53NbQRBgUUHpGkhB4pA/QdCwN0FoazBBnbMpQXl9I0GGvh1Be20YQQqCE0ET9Q5BAcAKQRDdBkEpRwNBefP/QO7h+UCdUvRAhz/vQIej6kAteuZAFcDiQFcM30DuKdxAWbDZQOue10DS9dVA37XUQMXg00AVedNAVoLTQBwB1EAk+9RAfnfWQL9+2EBEG9tASlneQIxH4kCA9+ZA/H3sQOjz8kCmdvpA5ZQBQQWcBkGDagxB4B8TQULiGkER4SNBB1cuQamNOkFX4khB+8tZQanobUGrC4NBFuKRQVHppEGdoL9BHwbrQbyZHkKhn3NCVB/SQqW4P0Oaha1DBBMVRNdMbUR21qxEVeDkREwRCUXdpBNFnngORdvQ9kRO/sBE9vCIRNtYMUQ5otNDnTFtQ8NxAUMA1JFC/yU1QkxAAEKN0spBOpGrQQRFlkHxC4ZBqehxQVU0XEE4+ElBeYM6QeFSLUEAASJB3T0YQVnKD0FEcwhBWg8CQfX5+EDpQO9AbsbmQJBk30Dp+9hAQXLTQJuxzkDPp8pAcEXHQLN9xEADRsJAqZXAQKNlv0BasL5AhnG+QBumvkAqTL9Ax2LAQAzqwUAU48NA8U/GQMMzyUCHksxAdHHQQOPW1EBiytlAAFXfQPmA5UCHWuxAtO/zQLNQ/EAwyAJB8uEHQSGCDUEWtxNBbZEaQZYkIkG9hipBQtIzQfElPkERpklB231WQfHfZEHMCXVBkKKDQan1jUEEtZlBUiOnQSCUtkHOb8hBgTrdQcRv8UEGLQdCDYEYQmjCLUIuJElCJw5wQrcpmEKKwdVCHLQqQwQol0MyXAtEuex7RO+61kR7AilFxBFzRXTBnkUuZbtF4r7GRQzGvEXECqFF6jN4Re2pLUUu691Ems2CRFQhEUS+VJ1D3MEwQ1Rh20KkxppCYKRyQkiLSkKbjS5C0OkYQkFMB0KkNfFBDF7YQREsw0EV8rBBtCmhQd5ok0G0WodB+XZ5QRanZkEE61VB5PdGQUqPOUHDfS1BUpciQQq3GEGBvQ9BwI8HQRUXAEEHf/JA0O/lQLti2kCmvc9ATurFQKLUvEApa7RAh56sQAdhpUD1pp5AkWWYQH6TkkBtKI1A8hyIQMxqg0BrGH5Afvh1QE1tbkB1b2dAOflgQKIFW0AVkVVALplQQMMcTEBVHEhAo5lEQBVXSED+70VAYhhEQGvbQkDCR0JAuHBCQG1vQ0CqZEVARntIQNPsTEBXC1NAEl1bQGHxZkC5VXhAKAqLQGwdqEBWOuVAf4cyQegymEGtoARCeYhfQsJFsEIHvv9ClSApQ26pSkNNnlpDBmZTQ5WAN0Oh/A9Dp13NQhMDhkIq8yFCh3O5QarjUUEP5vlARjWmQNdJe0BRXFFAjWY4QLMHJ0CRjhlAm4AOQFwvBUALb/o/AKrsP2Wq4D/aIdY/btLMPyiLxD8gJL0/DH22P3d7sD9sCas/+RSmP86OoT8dap0/DpyZP1Ublj8x4JI/wOOPPykgjT9TkIo/yC+IP8H6hT/O7YM/+AWCP55AgD/UNn0/vSh6P0ZTdz86s3Q/vkVyP+P5kT9mO5E/BJSQP94CkD82h48/XyCPP8jNjj/ujo4/ZGOOP81Kjj/cRI4/U1GOPwBwjj/BoI4/gOOOPzI4jz/Xno8/fheQPz2ikD83P5E/n+6RP6iwkj+ZhZM/wG2UP3pplT80eZY/VZ2XP2TWmD/qJJo/hombP+QEnT+wl54/uUKgP9YGoj/05KM/Ft6lPz/zpz+cJao/cXasPxHnrj/+eLE/ry20P+AGtz9kBro/MS69P3qAwD9m/8M/gq3HP/R9qD8U9aw/o6KxP+uJtj/Irrs/UhXBP/vBxj/Aucw/sQHTP76f2T88muA/KvjnP1fB7z/q/fc/q1sAQPf7BECK5QlA2B4PQLauFEAbnRpA0/IgQLm5J0BqZy9AfDQ3QG+YP0BEo0hANGdSQEP5XEDecGhAoOl0QJlBgUAlsYhAANmQQODRmUBhuaNAU7KuQB/mukCfhshA/M7XQNoH6UCsifxAsGAJQWcbFkFZySRBa9Y1QanNSUFzaWFB0Lp9QVxMkEGP/KZB7NPHQWIy/0EVMzVCjNmRQgD6AEOsRmtDeSjRQ+zfLkSs4oZEShi+RCZV80QAsAxFkRYSRSzqB0VjgeNEolOsRP+GbUTY7hVEGoavQ+MqQ0NbL9dC9Gx6QsT0IkLegfBBtgTDQXjnpkHg5ZJBulmDQdF8bUG1pFhBLj5HQc2hOEH0UCxBCeohQa0fGUG0tBFBVngLQaAcBkEx0AFBEqX8QBtTA0F1UAFBI9j/QNY4/kAEtf1AXkP+QOPe/0BSQwFBtR4DQQ2FBUHIewhBeQoMQSI7EEEbGhVB7LYaQXgkIUGZeShBItIwQRJPOkHWGEVBP2BRQaZgX0HwYm9B3N+AQfByi0Grr5dBBu2lQUGatkEiR8pB+7jhQaoa/kEfyBBCsHUoQoQeTEKeZYVCRITDQozMIUOo0ZBD/n0DRKAtZkTkWrxEB80NRUHMQkXG0HJFBYiIRVq/iUVdOXlFyjFLRcYyFkXrY8pEcHd6RH1nEEQGf59Dk/4wQzZD0kIFd4xCuFRTQu+gLEJZhRNCj/0AQhuD5EGbOcxBLtm3QZ+RpkECy5dBcXeLQXBxgEFuq21B7tVcQbMETkG060BBgkw1QUXzKkFytSFB124ZQTMBEkHrUgtBKE4FQTnB/0Ce9PVAVhvtQAMe5UBy6N1ArmnXQMaS0UAcV8xA/qvHQG2Iw0BC5b9ApLy8QFEKukCKy7dAIf+1QLmltEDSwbNANVizQHVws0CfFbRAZ1e1QJVMt0BSGbpA3AG+QN6hw0AwgMxA2WjcQB4P/ECFjh5B1jdfQYgrq0G1MwdCG8FQQkcmmEJHUs1CZpL9QlkPDkNZcA9DLHECQzUK10LMIKJCQ0BiQm8DFUJU279BzaB+Qe1vOEGp3RVByjgGQTNU/0AKd/pATHP5QLdr/kAfcwBB3DwCQTCCBEH9OQdBfV8KQavwDUG+7RFB6FgWQcE1G0HCiSBB0lsmQW60LEHmnTNB4CM7QWVUQ0GNP0xB7fdVQTCTYEGzKWxBQ9h4QQVgg0HJA4tBDG6TQci4nEHvK6ZBhZyxQaxcvkHln8xBp6PcQZOz7kHwlQFCCT4NQm+XGkIF+ClCUs07QpKjUELMMGlCEzmDQrD5lELeVqtCWMDJQk7N+EJSuiZDxjV7Q8Le00PCXT5Ep1SrRGSLE0Xi0GxFL6WuRUj06kXvZA9GMdUdRpzcG0ZpMgpGtlPdRXj9oEX78FVFmPECRaMSlkT7CiZEO3y6QylPYkOumhpDESvsQv87wkL2NaZCtyeRQk1DgEKskGRCAw5NQuoTOUIN+SdCtzgZQnVsDEK6QgFCyPHuQf603UH/ds5BQvHAQWnptEGqLapBKJagQRIAmEE1T5BB2muJQVxBg0HYfntBZq9xQRz+aEEcWWFB47FaQSL/VEGKOlBBnWJMQRF6SUEciEdBv1lDQeqLQ0ED8URBxa5HQZ34S0H7E1JBEmVaQf+LZUEcwHRBAWyFQe5zl0EZFblBumn9QS7iREL4KKdCRHQRQ6fbdUN7OcNDPxgPRJfcP0QVyGlEa5mARJIcfkTQpGFEyCY1RBRTBESA/7BDiPhaQ2lu/0K/gJFCxR4rQqbJ3EEsGaFBIZGCQd0CYkFbmEpBNhU5QZIjK0HCtx9B2D4WQehZDkHCwgdBykQCQXFu+0Cn8/NAH+jtQNkk6UCFjOVAFAnjQGSK4UAPBuFAZXbhQEDa4kCnNOVAO43oQKbv7ED2bPJADxv5QNWKAEE9QAVBDsMKQWcuEUHjohhBf0ghQbNRK0GB+zZB75NEQaF7VEE7LWdBwkl9QV3Fi0Hir5tBH2KvQVAOyUFcCO5BfbsVQuoDUEKW86JCiGYMQ+gWe0PfU9xDt+I2RBCwjESDd8ZEJyT/RN+WFEX20RtFsKsSRSTG+EQ4Sr9ESCCGRMucLERONs5DxsFpQ7OtAkPBmJhC78tEQsXqDkKSF+RBzYbAQbRTp0EguJNB7baDQZiwbEHJDVZBv7hCQbcUMkHzqSNBphkXQdQWDEEZZQJB+6PzQHpq5EBE29ZA673KQF/lv0BkKrZAVm2tQKqTpUBbhp5AWjOYQNyKkkC+gI1AcwuJQGkjhUAjxIFA/9V9QL8weUC4nnVALSxzQIrtcUBrAHJA0o5zQIzTdkCsJXxAdwqCQFzhh0CZ6pBACPKQQCb5rkBoY+xAeOc0QS8al0HHXwFCzmpXQr6+qEK+cvRC9yoiQ1P6Q0ONy1VDyrNRQ0QrOUPdHhRDdBTYQoeukEI91jNCXsfTQW8zdUHrhRNBG0PDQKGKkUDkKW9AuZRQQC+4O0AQzStAQOEeQOcQFEBf3wpADfoCQNJG+D8iWuw/OuPhP7an2D90eNA/SS7JPzyqwj/I0bw/jI+3P57Rsj9siK4/aaeqP1gjpz8I86M/iw6hP8Junj/lDZw/luaZP230lz+LM5Y/YKCUPww4kz/Q95E/b92QP/Dmjz99Eo8/oF6OP/TJjT9cU40/4fmMP6S8jD/5mow/TpSMPzCojD9I1ow/Xh6NP9gkhz82soc/MVmIP9AHij835Yo/DN2LP9zvjD8tHo4/mmiPPwnQkD8/VZI/YfmTP4W9lT/copc/AquZP2TXmz/1KZ4/l6SgP19Joz/wGqY/whupPwpPrD/6t68/HFqzP805tz9SW7s/EMS/P5V5xD8Jgsk//+TOPxyq1D/12to/pYHhP6Kp6D/iYPA/Hbb4P8vdAECrwgVANxULQJLjEEBMPRdAvDUeQOriJUD6Xi5ARco3QDtKQkD7DU5AwU1bQLZOakDPaHtA4IOHQAfckkBdF6BA9LKvQEp0wkAfzNlAef74QIT8E0FxyjxB7sKFQVgA1EGAJTVCP4+dQvs/BUMxalNDpj6bQ5FX0UPStwBEUGsPRCDxD0SAGgJE2wbVQxcHn0OA6VlDw0wKQ55/pUKWxUBChxDmQfFdlUHksFpBF5wyQeLfHEGhiQ9BWGcGQfOC/0Ams/VAw5ruQNfB6UBG1eZApZjlQGrg5UC7jedADYzqQDvP7kAvU/RA0hn7QDaWAUHnTAZBkbsLQeLwEUF7/hhBXfsgQcwCKkHWNTRB7r0/QYjLTEG6m1tBhHdsQU+4f0GZ54pBwKKXQfllpkEYoLdB/eDLQcbv40EEewBCG4oSQkJzKkIXwE1C0tiEQgnQvUK5bBdDmoCCQ5OU5UOnh0RE07SeRO647USHmCNFO61NRYXLakXs0nFFcUJgRQwgPEUmsw9FEAXJRDylgUSECxxE10SzQ8RbTEN/A/RCHnegQnTqa0IoRj1CsBAgQocyC0IX2vVBzUbbQQcVxUFHULJBIUyiQTiJlEFcoohB2ZF8Qbh7akGmmlpBsZxMQZE8QEGkQjVBnoArQefOIkGlDRtB7SAUQR3yDUEZbghBPoQDQc1O/kAfmPZAq9LvQG/w6UBz5uRAUK7gQLxE3UApq9pAxOfYQLgG2EByHdhAFFLZQOrx20Akr+BAcT3pQIyk+UBEWQ1B67gxQe9KckHNArNBZZwIQtFUTUIB8ZJCmk7EQg7h8UL7JwhDXAILQyd/AEP7YdhCkXinQrf3cEKv6yNCJifZQXJ4kkHhwFNBaVopQQjtFEEsvwtBZfcHQczIBkG7/QZBNxgIQe/kCUFkTQxBOUcPQaHNEkEq4BZBF4EbQT+1IEGnhCZBAPksQYYfNEGKBzxBXsNEQdRpTkFZFFlBpeJkQcf4cUGeQIBBG1iIQZhgkUEcf5tB+d6mQWu0s0GrQMJBRdHSQb3I5UGjn/tBwnYKQs87GUKPnipCSVY/QnOIWEL7cHhCWROSQujhs0Inlu9CtjQxQ7aokEM9vvlDBiNYRMUNtERc0gxFWf9LRQjSh0V6SqVF1qy2RWlKtkUsR6RFmHmGRWhGSUXSewpF95GwRN6QU0SgW/RDt9mNQ/ebLkOXp+1C9ZyzQr2kkkKujnpCplNbQjqzQkKfgi5Cc6EdQqNeD0J6OgNCTKvxQVPL30FWXdBBIQTDQddyt0HVbK1B7MCkQWtGnUGg3ZZBQmyRQU3ejEFsJIlBLjOGQagDhEFikoJBCuCBQUHxgUEbz4JBoYeEQQMvh0Fp4IpBy7+PQTf9lUFc151BMaWnQRTms0EudMNBkRHYQYjK9UFMGhNCJVw/Qr6qikKP1d1C7z87Q1k8nkNUowBEYm5ERAEJi0RAE7VEOKvXRO9Q6US4IOREB+vJRErUokS4yHBE0TIkRAeU0EMc33pD3zMTQzxwsEIfrWNC51YjQn1jAUKCd9tB5pLBQWmHrkFqjZ9BLmKTQZ9ciUFyEIFBHmN0Qe0MaUGaxF9B+EVYQRNbUkFA201BuadKQcypSEFu0kdB0hhIQTh6SUFi+UtBJp9PQc15VEHAnlpBHypiQStAa0EgEHZBzWmBQV3qiEFCt5FBYQmcQdQpqEGUc7ZB3l7HQd2L20Fb5vNB/QMJQjiaHELbejhCmtBlQhOQm0LUqOlClHI/Q1pwo0PxbApEVohgRMDEqkRswvBEFEIcRUKpOUXMlUhFZBhERfy/LUVQaQxFV0bQREOYjkQcvDVEON/aQyHJf0OhOxdD+FG+QgkUhEIqMUpCSBkmQkQ0DkL7+/hBI8bcQQx2xUGv0LFB+xGhQbytkkGsN4ZBf7l2QXiyY0Fz71JBoxlEQW7oNkEDIitBu5QgQWUYF0FGiw5BBtAGQRWe/0CL5vJAOVfnQPvS3EALQNNALYrKQDafwkA+cbtARfW0QHQir0Dq86lAFGelQKd9oUDlPZ5A7LSbQHv+mUCAV5lAblCaQATToUAdw6tA28/BQKIh70BVlyJBTU5tQaRtsUHvLAJCjAg2QipWbkLDd5BCv7OgQmTQokK1CJZCh+t8QpiTRELKHg5C6vi+QVyOeEHNaSBB+rnWQAdlm0DTLndAycRUQLS3QEC4hDNAvbcpQCDSIUBOKhtAjG0VQGVrEEA8AgxAlBkIQLqdBEBlfwFAe2T9P8pX+D98yPM/cKjvP17s6z/Kiug/XnvlP3u34j8iOeA/cvvdP0X62z/aMdo/Np/YP5Y/1z/JENY/7RDVP1A+1D+sl9M/1RvTP/HJ0j9RodI/bqHSP/bJ0j+/GtM/xpPTPyc11D83/9Q/VcrXP9br2D/NN9o/Cq/bP69S3T/GI98/0SPhPz1U4z+ktuU/Gk3oP38Z6z9aHu4/HV7xP2/b9D+omfg/3pv8PwlzAEAW6Pc/sfL8PxYpAUC8BQRAeRIHQHFSCkAQyQ1Aj3oRQPxqFUBznxlAHx0eQLLpIkAdDChAQIstQK1vM0BGwjlA9oxAQLnbR0Dfuk9AmjlYQB1oYUDBWGtArSF2QEDtgEAZUIdAWUmOQGvrlUCrTJ5Az4WnQGK1sUAq/rxASYnJQFuJ10DZOOdA3uD4QCRsBkGoxBFBCb0eQdimLUHL6z5BXxNTQcrXakF/rYNB/VGVQWx+rEH1BM5BaN8DQgbiNELYPYhCeZrcQgDmN0OOUZdDy5LuQ6LtMERGZXRE5jKcRJS1t0RCgsVEPjLBRDc2rES3woxEolRURNmaFETbdcJDS0dxQ8lFEUPgJbBCswhhQlb/HEKGsPBBa4LGQXxqq0HD9pdBWN6IQXpFeUHdB2VB8h5UQfzrRUHi+jlBGPAvQduEJ0ESgSBBbrcaQQQFFkGfTRJB0HsPQVx/DUFUTAxBIdsLQconDEH4MQ1BuvwOQQCPEUFD8xRBujgZQRlzHkGduyRBATMsQTABNUF4WT9B4XpLQWa0WUHea2pBmiF+QTbCikEjx5hBme6pQe7Nv0HJ0N1BNc8FQnvILEKJ6HNC+MS7QvjHGEMdtntDLVfKQ87iGkTgnF5EhfCURMmBuESWV9JEIkLbRPhe0EQLLbVEog+RRFIoV0RrqRRE/grBQ1Irb0Mo/RBDlaWyQod/aUInmSZCY7kBQlCO10GlWbpBNcikQUWvk0GgmIVBdH1zQb1SX0FTCE5Bzhw/QQ0tMkEC6CZBuw0dQRhqFEGN0QxBaCEGQfY7AEGIEvZArOrsQAbe5EBI0d1ArqzXQHNd0kA51M1AVwTKQL7kxkCJbsRA653CQLBxwUBb68BApw/BQMvmwUARfcNAoOPFQDQyyUCPiM1AFBTTQIEZ2kAjEeNAzO7uQM7D/0DtDA1BWwcoQQAQUUFMzo1B1frOQcgJHUIQtG1CJ0SuQii58kL3qh5DHDFBQ1J7WUNZ1GBDsO9UQ5+DOUOlyBVDhuThQjmcoEItllpCqfERQuM+xkFQuY5BzwpgQcO6P0HwHy9BC5AmQdEdIkFP7h9BWisfQbVzH0GAlyBBT3wiQQESJUH5TihBjy0sQTSsMEHsyzVBXJA7QWsAQkGKJElB0ghRQS67WUFdTGNBaNFtQXFheUGxDINB2AyKQQ7EkUFtSZpBubajQcsrrkEZzblB0sXGQSBL1UF+muVByQD4QaZsBkLISRJCMd4fQqp/L0I+nkFC0cxWQkrfb0JNG4dCNDeaQjQHtEJYftpCPPoMQ4UWRUNnEpVDqdHtQ3ylQESmM5lEa63pRK1sKEX7jWNF50SPRZc+p0Vm4LNFd2uxReqkoEVQRoZFOnpQRZATF0WOrc1EldGERO6HJUS7hcxD2tuBQ2q0L0PKCAFDcWXMQq3gqkKbn5NCtPaBQjJzZ0Iqt09CDZM7QuNJKkIeVxtCOFMOQu/tAkInzfFBKw/gQcNM0EFOPcJBIaa1QRFWqkGDIqBBC+mWQfWKjkEM74ZBN/9/QWFSc0HSt2dBNhJdQTxJU0GPR0pBdvlBQdROOkFRODNBJqksQfSVJkHx8yBBW7obQZXgFkF/XxJBqDAOQdhNCkH/wAZBPWcDQU5LAEHc0vpAznv1QJaL8EAs/OtAq8jnQKns40C+Y+BAiirdQIc92kD3mddAZD3VQGol00BGUNFAOrzPQPlnzkD8v8lAefHIQDFgyEDPC8hASfTHQMYZyEC9fMhA2B3JQBj+yUCvHstAFYHMQDUnzkANE9BAPkfSQIjG1EAHlNdAnLPaQCAp3kB1+eFArCnmQFy/6kBewe9Agjb1QFAn+0BQzgBBH1AEQRNXC0EBfA9BiPsTQYLdGEG9Kh5B0+0jQdkxKkGasjFBzCI5QchAQUGoIEpBBNhTQVaBXkELOmpBICR3QXi0gkFJm4pB8WKTQQ4snUFbHahBlGa0QT0/wkHn7NFBz8LjQZ4n+EF0zwdCxWcVQm1SJUIpQjhC3XBPQuZKbUK/ZYtCUhSrQiiQ30LCOR1DahNsQ0E9uENzuhBEyKteRMWUpERYCedEreAYRQPNPUXB9ltFFZZsRfkda0W2/FdFf084RZzvEkWz8dtEDFSbRGSkUEQI9QZEWpmrQwOtXEMiMxRDeQnVQiCxpEJaLodCYB1nQmV7SkLaBDRCFI4hQhv6EUI4owRCZDTyQV8e3kGchcxB8Aa9QcFRr0GYIqNBoEOYQXuGjkGRxYVBZcJ7QXl7bUGhiWBBusRUQdQLSkGJQkBBRE83QVMdL0GLmSdBLrQgQZRfGkE2jxRBITkPQQdUCkGM2AVBfsABQb8M/EDQTPVAuDrvQBHT6UCsFOVAbQDhQNGa3UAk69pAY/3YQC/j10AQt9dA+KPYQLT2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\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1304\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1296\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1297\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1298\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1299\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1300\",\"attributes\":{\"axis\":{\"id\":\"p1296\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1305\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1301\"}}},{\"type\":\"object\",\"name\":\"Legend\",\"id\":\"p1328\",\"attributes\":{\"items\":[{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1329\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"desired\"},\"renderers\":[{\"id\":\"p1325\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1339\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"actual\"},\"renderers\":[{\"id\":\"p1336\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1349\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"diff\"},\"renderers\":[{\"id\":\"p1346\"}]}}]}}]}}]}};\n", + " const render_items = [{\"docid\":\"46a6e200-396c-4469-afde-4130f3a7f2fc\",\"roots\":{\"p1285\":\"d9add1df-c92b-4783-82b5-e867a42698c6\"},\"root_ids\":[\"p1285\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -678,7 +687,7 @@ }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { - "id": "p1001" + "id": "p1285" } }, "output_type": "display_data" @@ -690,7 +699,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 23, "id": "452f3b490817c37e", "metadata": { "ExecuteTime": { @@ -699,11 +708,19 @@ } }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n" + ] + }, { "data": { "text/html": [ "\n", - "
\n" + "
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Q0DSzMzMzGxDQDgzMzMzc0NAnpmZmZl5Q0AFAAAAAIBDQGtmZmZmhkNA0szMzMyMQ0A4MzMzM5NDQJ6ZmZmZmUNABQAAAACgQ0BrZmZmZqZDQNLMzMzMrENAODMzMzOzQ0CemZmZmblDQAUAAAAAwENAa2ZmZmbGQ0DSzMzMzMxDQDgzMzMz00NAnpmZmZnZQ0AFAAAAAOBDQGtmZmZm5kNA0szMzMzsQ0A4MzMzM/NDQJ6ZmZmZ+UNABQAAAAAAREBrZmZmZgZEQNLMzMzMDERAODMzMzMTRECemZmZmRlEQAUAAAAAIERAa2ZmZmYmREDSzMzMzCxEQDgzMzMzM0RAn5mZmZk5REAFAAAAAEBEQGtmZmZmRkRA0szMzMxMREA4MzMzM1NEQJ+ZmZmZWURABQAAAABgREBrZmZmZmZEQNLMzMzMbERAODMzMzNzRECfmZmZmXlEQAUAAAAAgERAa2ZmZmaGREDSzMzMzIxEQDgzMzMzk0RAn5mZmZmZREAFAAAAAKBEQGtmZmZmpkRA0szMzMysREA4MzMzM7NEQJ+ZmZmZuURABQAAAADAREBrZmZmZsZEQNLMzMzMzERAODMzMzPTRECfmZmZmdlEQAUAAAAA4ERAbGZmZmbmREDSzMzMzOxEQDgzMzMz80RAn5mZmZn5REAFAAAAAABFQGxmZmZmBkVA0szMzMwMRUA4MzMzMxNFQJ+ZmZmZGUVABQAAAAAgRUBsZmZmZiZFQNLMzMzMLEVAODMzMzMzRUCfmZmZmTlFQAUAAAAAQEVAbGZmZmZGRUDSzMzMzExFQDgzMzMzU0VAn5mZmZlZRUAFAAAAAGBFQGxmZmZmZkVA0szMzMxsRUA4MzMzM3NFQJ+ZmZmZeUVABQAAAACARUBsZmZmZoZFQNLMzMzMjEVAODMzMzOTRUCfmZmZmZlFQAUAAAAAoEVAbGZmZmamRUDSzMzMzKxFQDgzMzMzs0VAn5mZmZm5RUAFAAAAAMBFQGxmZmZmxkVA0szMzMzMRUA5MzMzM9NFQJ+ZmZmZ2UVABQAAAADgRUBsZmZmZuZFQNLMzMzM7EVAOTMzMzPzRUCfmZmZmflFQAUAAAAAAEZAbGZmZmYGRkDSzMzMzAxGQDkzMzMzE0ZAn5mZmZkZRkAFAAAAACBGQGxmZmZmJkZA0szMzMwsRkA5MzMzMzNGQJ+ZmZmZOUZABQAAAABARkBsZmZmZkZGQNLMzMzMTEZAOTMzMzNTRkCfmZmZmVlGQAUAAAAAYEZAbGZmZmZmRkDSzMzMzGxGQDkzMzMzc0ZAn5mZmZl5RkAGAAAAAIBGQGxmZmZmhkZA0szMzMyMRkA5MzMzM5NGQJ+ZmZmZmUZABgAAAACgRkBsZmZmZqZGQNLMzMzMrEZAOTMzMzOzRkCfmZmZmblGQAYAAAAAwEZAbGZmZmbGRkDSzMzMzMxGQDkzMzMz00ZAn5mZmZnZRkAGAAAAAOBGQGxmZmZm5kZA0szMzMzsRkA5MzMzM/NGQJ+ZmZmZ+UZABgAAAAAAR0BsZmZmZgZHQNLMzMzMDEdAOTMzMzMTR0CfmZmZmRlHQAYAAAAAIEdAbGZmZmYmR0DSzMzMzCxHQDkzMzMzM0dAn5mZmZk5R0AGAAAAAEBHQGxmZmZmRkdA0szMzMxMR0A5MzMzM1NHQJ+ZmZmZWUdABgAAAABgR0BsZmZmZmZHQNPMzMzMbEdAOTMzMzNzR0CfmZmZmXlHQAYAAAAAgEdAbGZmZmaGR0DTzMzMzIxHQDkzMzMzk0dAn5mZmZmZR0AGAAAAAKBHQGxmZmZmpkdA08zMzMysR0A5MzMzM7NHQJ+ZmZmZuUdABgAAAADAR0BsZmZmZsZHQNPMzMzMzEdAOTMzMzPTR0CfmZmZmdlHQAYAAAAA4EdAbGZmZmbmR0DTzMzMzOxHQDkzMzMz80dAn5mZmZn5R0AGAAAAAABIQGxmZmZmBkhA08zMzMwMSEA5MzMzMxNIQKCZmZmZGUhABgAAAAAgSEBsZmZmZiZIQNPMzMzMLEhAOTMzMzMzSECgmZmZmTlIQAYAAAAAQEhAbGZmZmZGSEDTzMzMzExIQDkzMzMzU0hAoJmZmZlZSEAGAAAAAGBIQGxmZmZmZkhA08zMzMxsSEA5MzMzM3NIQKCZmZmZeUhABgAAAACASEBsZmZmZoZIQNPMzMzMjEhAOTMzMzOTSECgmZmZmZlIQAYAAAAAoEhAbGZmZmamSEDTzMzMzKxIQDkzMzMzs0hAoJmZmZm5SEAGAAAAAMBIQGxmZmZmxkhA08zMzMzMSEA5MzMzM9NIQKCZmZmZ2UhABgAAAADgSEBsZmZmZuZIQNPMzMzM7EhAOTMzMzPzSECgmZmZmflIQAYAAAAAAElAbWZmZmYGSUDTzMzMzAxJQDkzMzMzE0lAoJmZmZkZSUAGAAAAACBJQG1mZmZmJklA08zMzMwsSUA5MzMzMzNJQKCZmZmZOUlABgAAAABASUBtZmZmZkZJQNPMzMzMTElAOTMzMzNTSUCgmZmZmVlJQAYAAAAAYElAbWZmZmZmSUDTzMzMzGxJQDkzMzMzc0lAoJmZmZl5SUAGAAAAAIBJQG1mZmZmhklA08zMzMyMSUA5MzMzM5NJQKCZmZmZmUlABgAAAACgSUBtZmZmZqZJQNPMzMzMrElAOjMzMzOzSUCgmZmZmblJQAYAAAAAwElAbWZmZmbGSUDTzMzMzMxJQDozMzMz00lAoJmZmZnZSUAGAAAAAOBJQG1mZmZm5klA08zMzMzsSUA6MzMzM/NJQKCZmZmZ+UlABgAAAAAASkBtZmZmZgZKQNPMzMzMDEpAOjMzMzMTSkCgmZmZmRlKQAYAAAAAIEpAbWZmZmYmSkDTzMzMzCxKQDozMzMzM0pAoJmZmZk5SkAGAAAAAEBKQG1mZmZmRkpA08zMzMxMSkA6MzMzM1NKQKCZmZmZWUpABgAAAABgSkBtZmZmZmZKQNPMzMzMbEpAOjMzMzNzSkCgmZmZmXlKQAYAAAAAgEpAbWZmZmaGSkDTzMzMzIxKQDozMzMzk0pAoJmZmZmZSkAHAAAAAKBKQG1mZmZmpkpA08zMzMysSkA6MzMzM7NKQKCZmZmZuUpABwAAAADASkBtZmZmZsZKQNPMzMzMzEpAOjMzMzPTSkCgmZmZmdlKQAcAAAAA4EpAbWZmZmbmSkDTzMzMzOxKQDozMzMz80pAoJmZmZn5SkAHAAAAAABLQG1mZmZmBktA08zMzMwMS0A6MzMzMxNLQKCZmZmZGUtABwAAAAAgS0BtZmZmZiZLQNPMzMzMLEtAOjMzMzMzS0CgmZmZmTlLQAcAAAAAQEtAbWZmZmZGS0DUzMzMzExLQDozMzMzU0tAoJmZmZlZS0AHAAAAAGBLQG1mZmZmZktA1MzMzMxsS0A6MzMzM3NLQKCZmZmZeUtABwAAAACAS0BtZmZmZoZLQNTMzMzMjEtAOjMzMzOTS0CgmZmZmZlLQAcAAAAAoEtAbWZmZmamS0DUzMzMzKxLQDozMzMzs0tAoJmZmZm5S0AHAAAAAMBLQG1mZmZmxktA1MzMzMzMS0A6MzMzM9NLQKCZmZmZ2UtABwAAAADgS0BtZmZmZuZLQNTMzMzM7EtAOjMzMzPzS0CgmZmZmflLQAcAAAAAAExAbWZmZmYGTEDUzMzMzAxMQDozMzMzE0xAoJmZmZkZTEAHAAAAACBMQG1mZmZmJkxA1MzMzMwsTEA6MzMzMzNMQKGZmZmZOUxABwAAAABATEBtZmZmZkZMQNTMzMzMTExAOjMzMzNTTEChmZmZmVlMQAcAAAAAYExAbWZmZmZmTEDUzMzMzGxMQDozMzMzc0xAoZmZmZl5TEAHAAAAAIBMQG1mZmZmhkxA1MzMzMyMTEA6MzMzM5NMQKGZmZmZmUxABwAAAACgTEBtZmZmZqZMQNTMzMzMrExAOjMzMzOzTEChmZmZmblMQAcAAAAAwExAbWZmZmbGTEDUzMzMzMxMQDozMzMz00xAoZmZmZnZTEAHAAAAAOBMQG5mZmZm5kxA1MzMzMzsTEA6MzMzM/NMQKGZmZmZ+UxABwAAAAAATUBuZmZmZgZNQNTMzMzMDE1AOjMzMzMTTUChmZmZmRlNQAcAAAAAIE1AbmZmZmYmTUDUzMzMzCxNQDozMzMzM01AoZmZmZk5TUAHAAAAAEBNQG5mZmZmRk1A1MzMzMxMTUA6MzMzM1NNQKGZmZmZWU1ABwAAAABgTUBuZmZmZmZNQNTMzMzMbE1AOjMzMzNzTUChmZmZmXlNQAcAAAAAgE1AbmZmZmaGTUDUzMzMzIxNQDozMzMzk01AoZmZmZmZTUAHAAAAAKBNQG5mZmZmpk1A1MzMzMysTUA6MzMzM7NNQKGZmZmZuU1ABwAAAADATUBuZmZmZsZNQNTMzMzMzE1AOzMzMzPTTUChmZmZmdlNQAcAAAAA4E1AbmZmZmbmTUDUzMzMzOxNQDszMzMz801AoZmZmZn5TUAHAAAAAABOQG5mZmZmBk5A1MzMzMwMTkA7MzMzMxNOQKGZmZmZGU5ABwAAAAAgTkBuZmZmZiZOQNTMzMzMLE5AOzMzMzMzTkChmZmZmTlOQAcAAAAAQE5AbmZmZmZGTkDUzMzMzExOQDszMzMzU05AoZmZmZlZTkAHAAAAAGBOQG5mZmZmZk5A1MzMzMxsTkA7MzMzM3NOQKGZmZmZeU5ACAAAAACATkBuZmZmZoZOQNTMzMzMjE5AOzMzMzOTTkChmZmZmZlOQAgAAAAAoE5AbmZmZmamTkDUzMzMzKxOQDszMzMzs05AoZmZmZm5TkAIAAAAAMBOQG5mZmZmxk5A1MzMzMzMTkA7MzMzM9NOQKGZmZmZ2U5ACAAAAADgTkBuZmZmZuZOQNTMzMzM7E5AOzMzMzPzTkChmZmZmflOQAgAAAAAAE9AbmZmZmYGT0DUzMzMzAxPQDszMzMzE09AoZmZmZkZT0AIAAAAACBPQG5mZmZmJk9A1MzMzMwsT0A7MzMzMzNPQKGZmZmZOU9ACAAAAABAT0BuZmZmZkZPQNTMzMzMTE9AOzMzMzNTT0ChmZmZmVlPQAgAAAAAYE9AbmZmZmZmT0DVzMzMzGxPQDszMzMzc09AoZmZmZl5T0AIAAAAAIBPQG5mZmZmhk9A1czMzMyMT0A7MzMzM5NPQKGZmZmZmU9ACAAAAACgT0BuZmZmZqZPQNXMzMzMrE9AOzMzMzOzT0ChmZmZmblPQAgAAAAAwE9AbmZmZmbGT0DVzMzMzMxPQDszMzMz009AoZmZmZnZT0AIAAAAAOBPQG5mZmZm5k9A1czMzMzsT0A7MzMzM/NPQKGZmZmZ+U9ABAAAAAAAUEA3MzMzMwNQQGpmZmZmBlBAnpmZmZkJUEDRzMzMzAxQQAQAAAAAEFBANzMzMzMTUEBqZmZmZhZQQJ6ZmZmZGVBA0czMzMwcUEAEAAAAACBQQDczMzMzI1BAamZmZmYmUECemZmZmSlQQNHMzMzMLFBABAAAAAAwUEA3MzMzMzNQQGpmZmZmNlBAnpmZmZk5UEDRzMzMzDxQQAQAAAAAQFBANzMzMzNDUEBqZmZmZkZQQJ6ZmZmZSVBA0czMzMxMUEAEAAAAAFBQQDczMzMzU1BAamZmZmZWUECemZmZmVlQQNHMzMzMXFBABAAAAABgUEA3MzMzM2NQQGpmZmZmZlBAnpmZmZlpUEDRzMzMzGxQQAQAAAAAcFBANzMzMzNzUEBqZmZmZnZQQJ6ZmZmZeVBA0czMzMx8UEAEAAAAAIBQQDczMzMzg1BAamZmZmaGUECemZmZmYlQQNHMzMzMjFBABAAAAACQUEA3MzMzM5NQQGpmZmZmllBAnpmZmZmZUEDRzMzMzJxQQAQAAAAAoFBANzMzMzOjUEBqZmZmZqZQQJ6ZmZmZqVBA0czMzMysUEAEAAAAALBQQDczMzMzs1BAa2ZmZma2UECemZmZmblQQNHMzMzMvFBABAAAAADAUEA3MzMzM8NQQGtmZmZmxlBAnpmZmZnJUEDRzMzMzMxQQAQAAAAA0FBANzMzMzPTUEBrZmZmZtZQQJ6ZmZmZ2VBA0czMzMzcUEAEAAAAAOBQQDczMzMz41BAa2ZmZmbmUECemZmZmelQQNHMzMzM7FBABAAAAADwUEA3MzMzM/NQQGtmZmZm9lBAnpmZmZn5UEDRzMzMzPxQQAQAAAAAAFFANzMzMzMDUUBrZmZmZgZRQJ6ZmZmZCVFA0czMzMwMUUAEAAAAABBRQDczMzMzE1FAa2ZmZmYWUUCemZmZmRlRQNHMzMzMHFFABAAAAAAgUUA3MzMzMyNRQGtmZmZmJlFAnpmZmZkpUUDRzMzMzCxRQAQAAAAAMFFANzMzMzMzUUBrZmZmZjZRQJ6ZmZmZOVFA0czMzMw8UUAEAAAAAEBRQDczMzMzQ1FAa2ZmZmZGUUCemZmZmUlRQNHMzMzMTFFABAAAAABQUUA3MzMzM1NRQGtmZmZmVlFAnpmZmZlZUUDRzMzMzFxRQAQAAAAAYFFANzMzMzNjUUBrZmZmZmZRQJ6ZmZmZaVFA0czMzMxsUUAEAAAAAHBRQDgzMzMzc1FAa2ZmZmZ2UUCemZmZmXlRQNHMzMzMfFFABAAAAACAUUA4MzMzM4NRQGtmZmZmhlFAnpmZmZmJUUDRzMzMzIxRQAQAAAAAkFFAODMzMzOTUUBrZmZmZpZRQJ6ZmZmZmVFA0czMzMycUUAEAAAAAKBRQDgzMzMzo1FAa2ZmZmamUUCemZmZmalRQNHMzMzMrFFABAAAAACwUUA4MzMzM7NRQGtmZmZmtlFAnpmZmZm5UUDRzMzMzLxRQAQAAAAAwFFAODMzMzPDUUBrZmZmZsZRQJ6ZmZmZyVFA0czMzMzMUUAEAAAAANBRQDgzMzMz01FAa2ZmZmbWUUCemZmZmdlRQNHMzMzM3FFABAAAAADgUUA4MzMzM+NRQGtmZmZm5lFAnpmZmZnpUUDRzMzMzOxRQAQAAAAA8FFAODMzMzPzUUBrZmZmZvZRQJ6ZmZmZ+VFA0czMzMz8UUAEAAAAAABSQDgzMzMzA1JAa2ZmZmYGUkCemZmZmQlSQNHMzMzMDFJABAAAAAAQUkA4MzMzMxNSQGtmZmZmFlJAnpmZmZkZUkDRzMzMzBxSQAQAAAAAIFJAODMzMzMjUkBrZmZmZiZSQJ6ZmZmZKVJA0czMzMwsUkAEAAAAADBSQDgzMzMzM1JAa2ZmZmY2UkCemZmZmTlSQNHMzMzMPFJABAAAAABAUkA4MzMzM0NSQGtmZmZmRlJAnpmZmZlJUkDRzMzMzExSQAUAAAAAUFJAODMzMzNTUkBrZmZmZlZSQJ6ZmZmZWVJA0czMzMxcUkAFAAAAAGBSQDgzMzMzY1JAa2ZmZmZmUkCemZmZmWlSQNHMzMzMbFJABQAAAABwUkA4MzMzM3NSQGtmZmZmdlJAnpmZmZl5UkDRzMzMzHxSQAUAAAAAgFJAODMzMzODUkBrZmZmZoZSQJ6ZmZmZiVJA0czMzMyMUkAFAAAAAJBSQDgzMzMzk1JAa2ZmZmaWUkCemZmZmZlSQNHMzMzMnFJABQAAAACgUkA4MzMzM6NSQGtmZmZmplJAnpmZmZmpUkDRzMzMzKxSQAUAAAAAsFJAODMzMzOzUkBrZmZmZrZSQJ6ZmZmZuVJA0czMzMy8UkAFAAAAAMBSQDgzMzMzw1JAa2ZmZmbGUkCemZmZmclSQNHMzMzMzFJABQAAAADQUkA4MzMzM9NSQGtmZmZm1lJAnpmZmZnZUkDRzMzMzNxSQAUAAAAA4FJAODMzMzPjUkBrZmZmZuZSQJ6ZmZmZ6VJA0czMzMzsUkAFAAAAAPBSQDgzMzMz81JAa2ZmZmb2UkCemZmZmflSQNHMzMzM/FJABQAAAAAAU0A4MzMzMwNTQGtmZmZmBlNAnpmZmZkJU0DSzMzMzAxTQAUAAAAAEFNAODMzMzMTU0BrZmZmZhZTQJ6ZmZmZGVNA0szMzMwcU0AFAAAAACBTQDgzMzMzI1NAa2ZmZmYmU0CemZmZmSlTQNLMzMzMLFNABQAAAAAwU0A4MzMzMzNTQGtmZmZmNlNAnpmZmZk5U0DSzMzMzDxTQAUAAAAAQFNAODMzMzNDU0BrZmZmZkZTQJ6ZmZmZSVNA0szMzMxMU0AFAAAAAFBTQDgzMzMzU1NAa2ZmZmZWU0CemZmZmVlTQNLMzMzMXFNABQAAAABgU0A4MzMzM2NTQGtmZmZmZlNAnpmZmZlpU0DSzMzMzGxTQAUAAAAAcFNAODMzMzNzU0BrZmZmZnZTQJ6ZmZmZeVNA0szMzMx8U0AFAAAAAIBTQDgzMzMzg1NAa2ZmZmaGU0CemZmZmYlTQNLMzMzMjFNABQAAAACQU0A4MzMzM5NTQGtmZmZmllNAnpmZmZmZU0DSzMzMzJxTQAUAAAAAoFNAODMzMzOjU0BrZmZmZqZTQJ6ZmZmZqVNA0szMzMysU0AFAAAAALBTQDgzMzMzs1NAa2ZmZma2U0CemZmZmblTQNLMzMzMvFNABQAAAADAU0A4MzMzM8NTQGtmZmZmxlNAnpmZmZnJU0DSzMzMzMxTQAUAAAAA0FNAODMzMzPTU0BrZmZmZtZTQJ6ZmZmZ2VNA0szMzMzcU0AFAAAAAOBTQDgzMzMz41NAa2ZmZmbmU0CfmZmZmelTQNLMzMzM7FNABQAAAADwU0A4MzMzM/NTQGtmZmZm9lNAn5mZmZn5U0DSzMzMzPxTQAUAAAAAAFRAODMzMzMDVEBrZmZmZgZUQJ+ZmZmZCVRA0szMzMwMVEAFAAAAABBUQDgzMzMzE1RAa2ZmZmYWVECfmZmZmRlUQNLMzMzMHFRABQAAAAAgVEA4MzMzMyNUQGtmZmZmJlRAn5mZmZkpVEDSzMzMzCxUQAUAAAAAMFRAODMzMzMzVEBrZmZmZjZUQJ+ZmZmZOVRA0szMzMw8VEAFAAAAAEBUQDgzMzMzQ1RAa2ZmZmZGVECfmZmZmUlUQNLMzMzMTFRABQAAAABQVEA4MzMzM1NUQGtmZmZmVlRAn5mZmZlZVEDSzMzMzFxUQAUAAAAAYFRAODMzMzNjVEBrZmZmZmZUQJ+ZmZmZaVRA0szMzMxsVEAFAAAAAHBUQDgzMzMzc1RAa2ZmZmZ2VECfmZmZmXlUQNLMzMzMfFRABQAAAACAVEA4MzMzM4NUQGtmZmZmhlRAn5mZmZmJVEDSzMzMzIxUQAUAAAAAkFRAODMzMzOTVEBrZmZmZpZUQJ+ZmZmZmVRA0szMzMycVEAFAAAAAKBUQDgzMzMzo1RAbGZmZmamVECfmZmZmalUQNLMzMzMrFRABQAAAACwVEA4MzMzM7NUQGxmZmZmtlRAn5mZmZm5VEDSzMzMzLxUQAUAAAAAwFRAODMzMzPDVEBsZmZmZsZUQJ+ZmZmZyVRA0szMzMzMVEAFAAAAANBUQDgzMzMz01RAbGZmZmbWVECfmZmZmdlUQNLMzMzM3FRABQAAAADgVEA4MzMzM+NUQGxmZmZm5lRAn5mZmZnpVEDSzMzMzOxUQAUAAAAA8FRAODMzMzPzVEBsZmZmZvZUQJ+ZmZmZ+VRA0szMzMz8VEAFAAAAAABVQDgzMzMzA1VAbGZmZmYGVUCfmZmZmQlVQNLMzMzMDFVABQAAAAAQVUA4MzMzMxNVQGxmZmZmFlVAn5mZmZkZVUDSzMzMzBxVQAUAAAAAIFVAODMzMzMjVUBsZmZmZiZVQJ+ZmZmZKVVA0szMzMwsVUAFAAAAADBVQDgzMzMzM1VAbGZmZmY2VUCfmZmZmTlVQNLMzMzMPFVABQAAAABAVUA4MzMzM0NVQGxmZmZmRlVAn5mZmZlJVUDSzMzMzExVQAUAAAAAUFVAODMzMzNTVUBsZmZmZlZVQJ+ZmZmZWVVA0szMzMxcVUAFAAAAAGBVQDgzMzMzY1VAbGZmZmZmVUCfmZmZmWlVQNLMzMzMbFVABQAAAABwVUA4MzMzM3NVQGxmZmZmdlVAn5mZmZl5VUDSzMzMzHxVQAUAAAAAgFVAOTMzMzODVUBsZmZmZoZVQJ+ZmZmZiVVA0szMzMyMVUAFAAAAAJBVQDkzMzMzk1VAbGZmZmaWVUCfmZmZmZlVQNLMzMzMnFVABQAAAACgVUA5MzMzM6NVQGxmZmZmplVAn5mZmZmpVUDSzMzMzKxVQAUAAAAAsFVAOTMzMzOzVUBsZmZmZrZVQJ+ZmZmZuVVA0szMzMy8VUAFAAAAAMBVQDkzMzMzw1VAbGZmZmbGVUCfmZmZmclVQNLMzMzMzFVABQAAAADQVUA5MzMzM9NVQGxmZmZm1lVAn5mZmZnZVUDSzMzMzNxVQAUAAAAA4FVAOTMzMzPjVUBsZmZmZuZVQJ+ZmZmZ6VVA0szMzMzsVUAFAAAAAPBVQDkzMzMz81VAbGZmZmb2VUCfmZmZmflVQNLMzMzM/FVABQAAAAAAVkA5MzMzMwNWQGxmZmZmBlZAn5mZmZkJVkDSzMzMzAxWQAUAAAAAEFZAOTMzMzMTVkBsZmZmZhZWQJ+ZmZmZGVZA0szMzMwcVkAFAAAAACBWQDkzMzMzI1ZAbGZmZmYmVkCfmZmZmSlWQNLMzMzMLFZABQAAAAAwVkA5MzMzMzNWQGxmZmZmNlZAn5mZmZk5VkDSzMzMzDxWQAYAAAAAQFZAOTMzMzNDVkBsZmZmZkZWQJ+ZmZmZSVZA0szMzMxMVkAGAAAAAFBWQDkzMzMzU1ZAbGZmZmZWVkCfmZmZmVlWQNLMzMzMXFZABgAAAABgVkA5MzMzM2NWQGxmZmZmZlZAn5mZmZlpVkDSzMzMzGxWQAYAAAAAcFZAOTMzMzNzVkBsZmZmZnZWQJ+ZmZmZeVZA0szMzMx8VkAGAAAAAIBWQDkzMzMzg1ZAbGZmZmaGVkCfmZmZmYlWQNLMzMzMjFZABgAAAACQVkA5MzMzM5NWQGxmZmZmllZAn5mZmZmZVkDSzMzMzJxWQAYAAAAAoFZAOTMzMzOjVkBsZmZmZqZWQJ+ZmZmZqVZA0szMzMysVkAGAAAAALBWQDkzMzMzs1ZAbGZmZma2VkCfmZmZmblWQNLMzMzMvFZABgAAAADAVkA5MzMzM8NWQGxmZmZmxlZAn5mZmZnJVkDSzMzMzMxWQAYAAAAA0FZAOTMzMzPTVkBsZmZmZtZWQJ+ZmZmZ2VZA0szMzMzcVkAGAAAAAOBWQDkzMzMz41ZAbGZmZmbmVkCfmZmZmelWQNLMzMzM7FZABgAAAADwVkA5MzMzM/NWQGxmZmZm9lZAn5mZmZn5VkDSzMzMzPxWQAYAAAAAAFdAOTMzMzMDV0BsZmZmZgZXQJ+ZmZmZCVdA0szMzMwMV0AGAAAAABBXQDkzMzMzE1dAbGZmZmYWV0CfmZmZmRlXQNPMzMzMHFdABgAAAAAgV0A5MzMzMyNXQGxmZmZmJldAn5mZmZkpV0DTzMzMzCxXQAYAAAAAMFdAOTMzMzMzV0BsZmZmZjZXQJ+ZmZmZOVdA08zMzMw8V0AGAAAAAEBXQDkzMzMzQ1dAbGZmZmZGV0CfmZmZmUlXQNPMzMzMTFdABgAAAABQV0A5MzMzM1NXQGxmZmZmVldAn5mZmZlZV0DTzMzMzFxXQAYAAAAAYFdAOTMzMzNjV0BsZmZmZmZXQJ+ZmZmZaVdA08zMzMxsV0AGAAAAAHBXQDkzMzMzc1dAbGZmZmZ2V0CfmZmZmXlXQNPMzMzMfFdABgAAAACAV0A5MzMzM4NXQGxmZmZmhldAn5mZmZmJV0DTzMzMzIxXQAYAAAAAkFdAOTMzMzOTV0BsZmZmZpZXQJ+ZmZmZmVdA08zMzMycV0AGAAAAAKBXQDkzMzMzo1dAbGZmZmamV0CfmZmZmalXQNPMzMzMrFdABgAAAACwV0A5MzMzM7NXQGxmZmZmtldAn5mZmZm5V0DTzMzMzLxXQAYAAAAAwFdAOTMzMzPDV0BsZmZmZsZXQJ+ZmZmZyVdA08zMzMzMV0AGAAAAANBXQDkzMzMz01dAbGZmZmbWV0CgmZmZmdlXQNPMzMzM3FdABgAAAADgV0A5MzMzM+NXQGxmZmZm5ldAoJmZmZnpV0DTzMzMzOxXQAYAAAAA8FdAOTMzMzPzV0BsZmZmZvZXQKCZmZmZ+VdA08zMzMz8V0AGAAAAAABYQDkzMzMzA1hAbGZmZmYGWECgmZmZmQlYQNPMzMzMDFhABgAAAAAQWEA5MzMzMxNYQGxmZmZmFlhAoJmZmZkZWEDTzMzMzBxYQAYAAAAAIFhAOTMzMzMjWEBsZmZmZiZYQKCZmZmZKVhA08zMzMwsWEAGAAAAADBYQDkzMzMzM1hAbGZmZmY2WECgmZmZmTlYQNPMzMzMPFhABgAAAABAWEA5MzMzM0NYQGxmZmZmRlhAoJmZmZlJWEDTzMzMzExYQAYAAAAAUFhAOTMzMzNTWEBsZmZmZlZYQKCZmZmZWVhA08zMzMxcWEAGAAAAAGBYQDkzMzMzY1hAbGZmZmZmWECgmZmZmWlYQNPMzMzMbFhABgAAAABwWEA5MzMzM3NYQGxmZmZmdlhAoJmZmZl5WEDTzMzMzHxYQAYAAAAAgFhAOTMzMzODWEBsZmZmZoZYQKCZmZmZiVhA08zMzMyMWEAGAAAAAJBYQDkzMzMzk1hAbGZmZmaWWECgmZmZmZlYQNPMzMzMnFhABgAAAACgWEA5MzMzM6NYQGxmZmZmplhAoJmZmZmpWEDTzMzMzKxYQAYAAAAAsFhAOTMzMzOzWEBtZmZmZrZYQKCZmZmZuVhA08zMzMy8WEAGAAAAAMBYQDkzMzMzw1hAbWZmZmbGWECgmZmZmclYQNPMzMzMzFhABgAAAADQWEA5MzMzM9NYQG1mZmZm1lhAoJmZmZnZWEDTzMzMzNxYQAYAAAAA4FhAOTMzMzPjWEBtZmZmZuZYQKCZmZmZ6VhA08zMzMzsWEAGAAAAAPBYQDkzMzMz81hAbWZmZmb2WECgmZmZmflYQNPMzMzM/FhABgAAAAAAWUA5MzMzMwNZQG1mZmZmBllAoJmZmZkJWUDTzMzMzAxZQAYAAAAAEFlAOTMzMzMTWUBtZmZmZhZZQKCZmZmZGVlA08zMzMwcWUAGAAAAACBZQDkzMzMzI1lAbWZmZmYmWUCgmZmZmSlZQNPMzMzMLFlABgAAAAAwWUA5MzMzMzNZQG1mZmZmNllAoJmZmZk5WUDTzMzMzDxZQAYAAAAAQFlAOTMzMzNDWUBtZmZmZkZZQKCZmZmZSVlA08zMzMxMWUAGAAAAAFBZQDkzMzMzU1lAbWZmZmZWWUCgmZmZmVlZQNPMzMzMXFlABgAAAABgWUA5MzMzM2NZQG1mZmZmZllAoJmZmZlpWUDTzMzMzGxZQAYAAAAAcFlAOjMzMzNzWUBtZmZmZnZZQKCZmZmZeVlA08zMzMx8WUAGAAAAAIBZQDozMzMzg1lAbWZmZmaGWUCgmZmZmYlZQNPMzMzMjFlABgAAAACQWUA6MzMzM5NZQG1mZmZmlllAoJmZmZmZWUDTzMzMzJxZQAYAAAAAoFlAOjMzMzOjWUBtZmZmZqZZQKCZmZmZqVlA08zMzMysWUAGAAAAALBZQDozMzMzs1lAbWZmZma2WUCgmZmZmblZQNPMzMzMvFlABgAAAADAWUA6MzMzM8NZQG1mZmZmxllAoJmZmZnJWUDTzMzMzMxZQAYAAAAA0FlAOjMzMzPTWUBtZmZmZtZZQKCZmZmZ2VlA08zMzMzcWUAGAAAAAOBZQDozMzMz41lAbWZmZmbmWUCgmZmZmelZQNPMzMzM7FlABgAAAADwWUA6MzMzM/NZQG1mZmZm9llAoJmZmZn5WUDTzMzMzPxZQAYAAAAAAFpAOjMzMzMDWkBtZmZmZgZaQKCZmZmZCVpA08zMzMwMWkAGAAAAABBaQDozMzMzE1pAbWZmZmYWWkCgmZmZmRlaQNPMzMzMHFpABgAAAAAgWkA6MzMzMyNaQG1mZmZmJlpAoJmZmZkpWkDTzMzMzCxaQAYAAAAAMFpAOjMzMzMzWkBtZmZmZjZaQKCZmZmZOVpA08zMzMw8WkAGAAAAAEBaQDozMzMzQ1pAbWZmZmZGWkCgmZmZmUlaQNPMzMzMTFpABwAAAABQWkA6MzMzM1NaQG1mZmZmVlpAoJmZmZlZWkDTzMzMzFxaQAcAAAAAYFpAOjMzMzNjWkBtZmZmZmZaQKCZmZmZaVpA08zMzMxsWkAHAAAAAHBaQDozMzMzc1pAbWZmZmZ2WkCgmZmZmXlaQNPMzMzMfFpABwAAAACAWkA6MzMzM4NaQG1mZmZmhlpAoJmZmZmJWkDTzMzMzIxaQAcAAAAAkFpAOjMzMzOTWkBtZmZmZpZaQKCZmZmZmVpA08zMzMycWkAHAAAAAKBaQDozMzMzo1pAbWZmZmamWkCgmZmZmalaQNPMzMzMrFpABwAAAACwWkA6MzMzM7NaQG1mZmZmtlpAoJmZmZm5WkDTzMzMzLxaQAcAAAAAwFpAOjMzMzPDWkBtZmZmZsZaQKCZmZmZyVpA08zMzMzMWkAHAAAAANBaQDozMzMz01pAbWZmZmbWWkCgmZmZmdlaQNPMzMzM3FpABwAAAADgWkA6MzMzM+NaQG1mZmZm5lpAoJmZmZnpWkDTzMzMzOxaQAcAAAAA8FpAOjMzMzPzWkBtZmZmZvZaQKCZmZmZ+VpA08zMzMz8WkAHAAAAAABbQDozMzMzA1tAbWZmZmYGW0CgmZmZmQlbQNTMzMzMDFtABwAAAAAQW0A6MzMzMxNbQG1mZmZmFltAoJmZmZkZW0DUzMzMzBxbQAcAAAAAIFtAOjMzMzMjW0BtZmZmZiZbQKCZmZmZKVtA1MzMzMwsW0AHAAAAADBbQDozMzMzM1tAbWZmZmY2W0CgmZmZmTlbQNTMzMzMPFtABwAAAABAW0A6MzMzM0NbQG1mZmZmRltA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\"},\"shape\":[2781],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p1134\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p1135\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1130\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"green\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1131\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"green\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1132\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"green\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p1080\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p1093\"},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p1094\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p1095\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p1096\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p1102\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p1101\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p1103\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p1104\"},{\"type\":\"object\",\"name\":\"HelpTool\",\"id\":\"p1105\"}]}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1088\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1089\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1090\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1091\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1083\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1084\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1085\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1086\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1087\",\"attributes\":{\"axis\":{\"id\":\"p1083\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1092\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1088\"}}},{\"type\":\"object\",\"name\":\"Legend\",\"id\":\"p1115\",\"attributes\":{\"items\":[{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1116\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"desired\"},\"renderers\":[{\"id\":\"p1112\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1126\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"actual\"},\"renderers\":[{\"id\":\"p1123\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1136\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"diff\"},\"renderers\":[{\"id\":\"p1133\"}]}}]}}]}}]}};\n", - " const render_items = [{\"docid\":\"0ead4bfc-9294-4255-832c-8651aa974167\",\"roots\":{\"p1072\":\"edcf1b09-fc16-4c9b-8126-c3b2931f4073\"},\"root_ids\":[\"p1072\"]}];\n", + " const docs_json = {\"438c0aa8-0e21-4c8e-bfe3-7b81ce0b8588\":{\"version\":\"3.5.0\",\"title\":\"Bokeh 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Q0DSzMzMzGxDQDgzMzMzc0NAnpmZmZl5Q0AFAAAAAIBDQGtmZmZmhkNA0szMzMyMQ0A4MzMzM5NDQJ6ZmZmZmUNABQAAAACgQ0BrZmZmZqZDQNLMzMzMrENAODMzMzOzQ0CemZmZmblDQAUAAAAAwENAa2ZmZmbGQ0DSzMzMzMxDQDgzMzMz00NAnpmZmZnZQ0AFAAAAAOBDQGtmZmZm5kNA0szMzMzsQ0A4MzMzM/NDQJ6ZmZmZ+UNABQAAAAAAREBrZmZmZgZEQNLMzMzMDERAODMzMzMTRECemZmZmRlEQAUAAAAAIERAa2ZmZmYmREDSzMzMzCxEQDgzMzMzM0RAn5mZmZk5REAFAAAAAEBEQGtmZmZmRkRA0szMzMxMREA4MzMzM1NEQJ+ZmZmZWURABQAAAABgREBrZmZmZmZEQNLMzMzMbERAODMzMzNzRECfmZmZmXlEQAUAAAAAgERAa2ZmZmaGREDSzMzMzIxEQDgzMzMzk0RAn5mZmZmZREAFAAAAAKBEQGtmZmZmpkRA0szMzMysREA4MzMzM7NEQJ+ZmZmZuURABQAAAADAREBrZmZmZsZEQNLMzMzMzERAODMzMzPTRECfmZmZmdlEQAUAAAAA4ERAbGZmZmbmREDSzMzMzOxEQDgzMzMz80RAn5mZmZn5REAFAAAAAABFQGxmZmZmBkVA0szMzMwMRUA4MzMzMxNFQJ+ZmZmZGUVABQAAAAAgRUBsZmZmZiZFQNLMzMzMLEVAODMzMzMzRUCfmZmZmTlFQAUAAAAAQEVAbGZmZmZGRUDSzMzMzExFQDgzMzMzU0VAn5mZmZlZRUAFAAAAAGBFQGxmZmZmZkVA0szMzMxsRUA4MzMzM3NFQJ+ZmZmZeUVABQAAAACARUBsZmZmZoZFQNLMzMzMjEVAODMzMzOTRUCfmZmZmZlFQAUAAAAAoEVAbGZmZmamRUDSzMzMzKxFQDgzMzMzs0VAn5mZmZm5RUAFAAAAAMBFQGxmZmZmxkVA0szMzMzMRUA5MzMzM9NFQJ+ZmZmZ2UVABQAAAADgRUBsZmZmZuZFQNLMzMzM7EVAOTMzMzPzRUCfmZmZmflFQAUAAAAAAEZAbGZmZmYGRkDSzMzMzAxGQDkzMzMzE0ZAn5mZmZkZRkAFAAAAACBGQGxmZmZmJkZA0szMzMwsRkA5MzMzMzNGQJ+ZmZmZOUZABQAAAABARkBsZmZmZkZGQNLMzMzMTEZAOTMzMzNTRkCfmZmZmVlGQAUAAAAAYEZAbGZmZmZmRkDSzMzMzGxGQDkzMzMzc0ZAn5mZmZl5RkAGAAAAAIBGQGxmZmZmhkZA0szMzMyMRkA5MzMzM5NGQJ+ZmZmZmUZABgAAAACgRkBsZmZmZqZGQNLMzMzMrEZAOTMzMzOzRkCfmZmZmblGQAYAAAAAwEZAbGZmZmbGRkDSzMzMzMxGQDkzMzMz00ZAn5mZmZnZRkAGAAAAAOBGQGxmZmZm5kZA0szMzMzsRkA5MzMzM/NGQJ+ZmZmZ+UZABgAAAAAAR0BsZmZmZgZHQNLMzMzMDEdAOTMzMzMTR0CfmZmZmRlHQAYAAAAAIEdAbGZmZmYmR0DSzMzMzCxHQDkzMzMzM0dAn5mZmZk5R0AGAAAAAEBHQGxmZmZmRkdA0szMzMxMR0A5MzMzM1NHQJ+ZmZmZWUdABgAAAABgR0BsZmZmZmZHQNPMzMzMbEdAOTMzMzNzR0CfmZmZmXlHQAYAAAAAgEdAbGZmZmaGR0DTzMzMzIxHQDkzMzMzk0dAn5mZmZmZR0AGAAAAAKBHQGxmZmZmpkdA08zMzMysR0A5MzMzM7NHQJ+ZmZmZuUdABgAAAADAR0BsZmZmZsZHQNPMzMzMzEdAOTMzMzPTR0CfmZmZmdlHQAYAAAAA4EdAbGZmZmbmR0DTzMzMzOxHQDkzMzMz80dAn5mZmZn5R0AGAAAAAABIQGxmZmZmBkhA08zMzMwMSEA5MzMzMxNIQKCZmZmZGUhABgAAAAAgSEBsZmZmZiZIQNPMzMzMLEhAOTMzMzMzSECgmZmZmTlIQAYAAAAAQEhAbGZmZmZGSEDTzMzMzExIQDkzMzMzU0hAoJmZmZlZSEAGAAAAAGBIQGxmZmZmZkhA08zMzMxsSEA5MzMzM3NIQKCZmZmZeUhABgAAAACASEBsZmZmZoZIQNPMzMzMjEhAOTMzMzOTSECgmZmZmZlIQAYAAAAAoEhAbGZmZmamSEDTzMzMzKxIQDkzMzMzs0hAoJmZmZm5SEAGAAAAAMBIQGxmZmZmxkhA08zMzMzMSEA5MzMzM9NIQKCZmZmZ2UhABgAAAADgSEBsZmZmZuZIQNPMzMzM7EhAOTMzMzPzSECgmZmZmflIQAYAAAAAAElAbWZmZmYGSUDTzMzMzAxJQDkzMzMzE0lAoJmZmZkZSUAGAAAAACBJQG1mZmZmJklA08zMzMwsSUA5MzMzMzNJQKCZmZmZOUlABgAAAABASUBtZmZmZkZJQNPMzMzMTElAOTMzMzNTSUCgmZmZmVlJQAYAAAAAYElAbWZmZmZmSUDTzMzMzGxJQDkzMzMzc0lAoJmZmZl5SUAGAAAAAIBJQG1mZmZmhklA08zMzMyMSUA5MzMzM5NJQKCZmZmZmUlABgAAAACgSUBtZmZmZqZJQNPMzMzMrElAOjMzMzOzSUCgmZmZmblJQAYAAAAAwElAbWZmZmbGSUDTzMzMzMxJQDozMzMz00lAoJmZmZnZSUAGAAAAAOBJQG1mZmZm5klA08zMzMzsSUA6MzMzM/NJQKCZmZmZ+UlABgAAAAAASkBtZmZmZgZKQNPMzMzMDEpAOjMzMzMTSkCgmZmZmRlKQAYAAAAAIEpAbWZmZmYmSkDTzMzMzCxKQDozMzMzM0pAoJmZmZk5SkAGAAAAAEBKQG1mZmZmRkpA08zMzMxMSkA6MzMzM1NKQKCZmZmZWUpABgAAAABgSkBtZmZmZmZKQNPMzMzMbEpAOjMzMzNzSkCgmZmZmXlKQAYAAAAAgEpAbWZmZmaGSkDTzMzMzIxKQDozMzMzk0pAoJmZmZmZSkAHAAAAAKBKQG1mZmZmpkpA08zMzMysSkA6MzMzM7NKQKCZmZmZuUpABwAAAADASkBtZmZmZsZKQNPMzMzMzEpAOjMzMzPTSkCgmZmZmdlKQAcAAAAA4EpAbWZmZmbmSkDTzMzMzOxKQDozMzMz80pAoJmZmZn5SkAHAAAAAABLQG1mZmZmBktA08zMzMwMS0A6MzMzMxNLQKCZmZmZGUtABwAAAAAgS0BtZmZmZiZLQNPMzMzMLEtAOjMzMzMzS0CgmZmZmTlLQAcAAAAAQEtAbWZmZmZGS0DUzMzMzExLQDozMzMzU0tAoJmZmZlZS0AHAAAAAGBLQG1mZmZmZktA1MzMzMxsS0A6MzMzM3NLQKCZmZmZeUtABwAAAACAS0BtZmZmZoZLQNTMzMzMjEtAOjMzMzOTS0CgmZmZmZlLQAcAAAAAoEtAbWZmZmamS0DUzMzMzKxLQDozMzMzs0tAoJmZmZm5S0AHAAAAAMBLQG1mZmZmxktA1MzMzMzMS0A6MzMzM9NLQKCZmZmZ2UtABwAAAADgS0BtZmZmZuZLQNTMzMzM7EtAOjMzMzPzS0CgmZmZmflLQAcAAAAAAExAbWZmZmYGTEDUzMzMzAxMQDozMzMzE0xAoJmZmZkZTEAHAAAAACBMQG1mZmZmJkxA1MzMzMwsTEA6MzMzMzNMQKGZmZmZOUxABwAAAABATEBtZmZmZkZMQNTMzMzMTExAOjMzMzNTTEChmZmZmVlMQAcAAAAAYExAbWZmZmZmTEDUzMzMzGxMQDozMzMzc0xAoZmZmZl5TEAHAAAAAIBMQG1mZmZmhkxA1MzMzMyMTEA6MzMzM5NMQKGZmZmZmUxABwAAAACgTEBtZmZmZqZMQNTMzMzMrExAOjMzMzOzTEChmZmZmblMQAcAAAAAwExAbWZmZmbGTEDUzMzMzMxMQDozMzMz00xAoZmZmZnZTEAHAAAAAOBMQG5mZmZm5kxA1MzMzMzsTEA6MzMzM/NMQKGZmZmZ+UxABwAAAAAATUBuZmZmZgZNQNTMzMzMDE1AOjMzMzMTTUChmZmZmRlNQAcAAAAAIE1AbmZmZmYmTUDUzMzMzCxNQDozMzMzM01AoZmZmZk5TUAHAAAAAEBNQG5mZmZmRk1A1MzMzMxMTUA6MzMzM1NNQKGZmZmZWU1ABwAAAABgTUBuZmZmZmZNQNTMzMzMbE1AOjMzMzNzTUChmZmZmXlNQAcAAAAAgE1AbmZmZmaGTUDUzMzMzIxNQDozMzMzk01AoZmZmZmZTUAHAAAAAKBNQG5mZmZmpk1A1MzMzMysTUA6MzMzM7NNQKGZmZmZuU1ABwAAAADATUBuZmZmZsZNQNTMzMzMzE1AOzMzMzPTTUChmZmZmdlNQAcAAAAA4E1AbmZmZmbmTUDUzMzMzOxNQDszMzMz801AoZmZmZn5TUAHAAAAAABOQG5mZmZmBk5A1MzMzMwMTkA7MzMzMxNOQKGZmZmZGU5ABwAAAAAgTkBuZmZmZiZOQNTMzMzMLE5AOzMzMzMzTkChmZmZmTlOQAcAAAAAQE5AbmZmZmZGTkDUzMzMzExOQDszMzMzU05AoZmZmZlZTkAHAAAAAGBOQG5mZmZmZk5A1MzMzMxsTkA7MzMzM3NOQKGZmZmZeU5ACAAAAACATkBuZmZmZoZOQNTMzMzMjE5AOzMzMzOTTkChmZmZmZlOQAgAAAAAoE5AbmZmZmamTkDUzMzMzKxOQDszMzMzs05AoZmZmZm5TkAIAAAAAMBOQG5mZmZmxk5A1MzMzMzMTkA7MzMzM9NOQKGZmZmZ2U5ACAAAAADgTkBuZmZmZuZOQNTMzMzM7E5AOzMzMzPzTkChmZmZmflOQAgAAAAAAE9AbmZmZmYGT0DUzMzMzAxPQDszMzMzE09AoZmZmZkZT0AIAAAAACBPQG5mZmZmJk9A1MzMzMwsT0A7MzMzMzNPQKGZmZmZOU9ACAAAAABAT0BuZmZmZkZPQNTMzMzMTE9AOzMzMzNTT0ChmZmZmVlPQAgAAAAAYE9AbmZmZmZmT0DVzMzMzGxPQDszMzMzc09AoZmZmZl5T0AIAAAAAIBPQG5mZmZmhk9A1czMzMyMT0A7MzMzM5NPQKGZmZmZmU9ACAAAAACgT0BuZmZmZqZPQNXMzMzMrE9AOzMzMzOzT0ChmZmZmblPQAgAAAAAwE9AbmZmZmbGT0DVzMzMzMxPQDszMzMz009AoZmZmZnZT0AIAAAAAOBPQG5mZmZm5k9A1czMzMzsT0A7MzMzM/NPQKGZmZmZ+U9ABAAAAAAAUEA3MzMzMwNQQGpmZmZmBlBAnpmZmZkJUEDRzMzMzAxQQAQAAAAAEFBANzMzMzMTUEBqZmZmZhZQQJ6ZmZmZGVBA0czMzMwcUEAEAAAAACBQQDczMzMzI1BAamZmZmYmUECemZmZmSlQQNHMzMzMLFBABAAAAAAwUEA3MzMzMzNQQGpmZmZmNlBAnpmZmZk5UEDRzMzMzDxQQAQAAAAAQFBANzMzMzNDUEBqZmZmZkZQQJ6ZmZmZSVBA0czMzMxMUEAEAAAAAFBQQDczMzMzU1BAamZmZmZWUECemZmZmVlQQNHMzMzMXFBABAAAAABgUEA3MzMzM2NQQGpmZmZmZlBAnpmZmZlpUEDRzMzMzGxQQAQAAAAAcFBANzMzMzNzUEBqZmZmZnZQQJ6ZmZmZeVBA0czMzMx8UEAEAAAAAIBQQDczMzMzg1BAamZmZmaGUECemZmZmYlQQNHMzMzMjFBABAAAAACQUEA3MzMzM5NQQGpmZmZmllBAnpmZmZmZUEDRzMzMzJxQQAQAAAAAoFBANzMzMzOjUEBqZmZmZqZQQJ6ZmZmZqVBA0czMzMysUEAEAAAAALBQQDczMzMzs1BAa2ZmZma2UECemZmZmblQQNHMzMzMvFBABAAAAADAUEA3MzMzM8NQQGtmZmZmxlBAnpmZmZnJUEDRzMzMzMxQQAQAAAAA0FBANzMzMzPTUEBrZmZmZtZQQJ6ZmZmZ2VBA0czMzMzcUEAEAAAAAOBQQDczMzMz41BAa2ZmZmbmUECemZmZmelQQNHMzMzM7FBABAAAAADwUEA3MzMzM/NQQGtmZmZm9lBAnpmZmZn5UEDRzMzMzPxQQAQAAAAAAFFANzMzMzMDUUBrZmZmZgZRQJ6ZmZmZCVFA0czMzMwMUUAEAAAAABBRQDczMzMzE1FAa2ZmZmYWUUCemZmZmRlRQNHMzMzMHFFABAAAAAAgUUA3MzMzMyNRQGtmZmZmJlFAnpmZmZkpUUDRzMzMzCxRQAQAAAAAMFFANzMzMzMzUUBrZmZmZjZRQJ6ZmZmZOVFA0czMzMw8UUAEAAAAAEBRQDczMzMzQ1FAa2ZmZmZGUUCemZmZmUlRQNHMzMzMTFFABAAAAABQUUA3MzMzM1NRQGtmZmZmVlFAnpmZmZlZUUDRzMzMzFxRQAQAAAAAYFFANzMzMzNjUUBrZmZmZmZRQJ6ZmZmZaVFA0czMzMxsUUAEAAAAAHBRQDgzMzMzc1FAa2ZmZmZ2UUCemZmZmXlRQNHMzMzMfFFABAAAAACAUUA4MzMzM4NRQGtmZmZmhlFAnpmZmZmJUUDRzMzMzIxRQAQAAAAAkFFAODMzMzOTUUBrZmZmZpZRQJ6ZmZmZmVFA0czMzMycUUAEAAAAAKBRQDgzMzMzo1FAa2ZmZmamUUCemZmZmalRQNHMzMzMrFFABAAAAACwUUA4MzMzM7NRQGtmZmZmtlFAnpmZmZm5UUDRzMzMzLxRQAQAAAAAwFFAODMzMzPDUUBrZmZmZsZRQJ6ZmZmZyVFA0czMzMzMUUAEAAAAANBRQDgzMzMz01FAa2ZmZmbWUUCemZmZmdlRQNHMzMzM3FFABAAAAADgUUA4MzMzM+NRQGtmZmZm5lFAnpmZmZnpUUDRzMzMzOxRQAQAAAAA8FFAODMzMzPzUUBrZmZmZvZRQJ6ZmZmZ+VFA0czMzMz8UUAEAAAAAABSQDgzMzMzA1JAa2ZmZmYGUkCemZmZmQlSQNHMzMzMDFJABAAAAAAQUkA4MzMzMxNSQGtmZmZmFlJAnpmZmZkZUkDRzMzMzBxSQAQAAAAAIFJAODMzMzMjUkBrZmZmZiZSQJ6ZmZmZKVJA0czMzMwsUkAEAAAAADBSQDgzMzMzM1JAa2ZmZmY2UkCemZmZmTlSQNHMzMzMPFJABAAAAABAUkA4MzMzM0NSQGtmZmZmRlJAnpmZmZlJUkDRzMzMzExSQAUAAAAAUFJAODMzMzNTUkBrZmZmZlZSQJ6ZmZmZWVJA0czMzMxcUkAFAAAAAGBSQDgzMzMzY1JAa2ZmZmZmUkCemZmZmWlSQNHMzMzMbFJABQAAAABwUkA4MzMzM3NSQGtmZmZmdlJAnpmZmZl5UkDRzMzMzHxSQAUAAAAAgFJAODMzMzODUkBrZmZmZoZSQJ6ZmZmZiVJA0czMzMyMUkAFAAAAAJBSQDgzMzMzk1JAa2ZmZmaWUkCemZmZmZlSQNHMzMzMnFJABQAAAACgUkA4MzMzM6NSQGtmZmZmplJAnpmZmZmpUkDRzMzMzKxSQAUAAAAAsFJAODMzMzOzUkBrZmZmZrZSQJ6ZmZmZuVJA0czMzMy8UkAFAAAAAMBSQDgzMzMzw1JAa2ZmZmbGUkCemZmZmclSQNHMzMzMzFJABQAAAADQUkA4MzMzM9NSQGtmZmZm1lJAnpmZmZnZUkDRzMzMzNxSQAUAAAAA4FJAODMzMzPjUkBrZmZmZuZSQJ6ZmZmZ6VJA0czMzMzsUkAFAAAAAPBSQDgzMzMz81JAa2ZmZmb2UkCemZmZmflSQNHMzMzM/FJABQAAAAAAU0A4MzMzMwNTQGtmZmZmBlNAnpmZmZkJU0DSzMzMzAxTQAUAAAAAEFNAODMzMzMTU0BrZmZmZhZTQJ6ZmZmZGVNA0szMzMwcU0AFAAAAACBTQDgzMzMzI1NAa2ZmZmYmU0CemZmZmSlTQNLMzMzMLFNABQAAAAAwU0A4MzMzMzNTQGtmZmZmNlNAnpmZmZk5U0DSzMzMzDxTQAUAAAAAQFNAODMzMzNDU0BrZmZmZkZTQJ6ZmZmZSVNA0szMzMxMU0AFAAAAAFBTQDgzMzMzU1NAa2ZmZmZWU0CemZmZmVlTQNLMzMzMXFNABQAAAABgU0A4MzMzM2NTQGtmZmZmZlNAnpmZmZlpU0DSzMzMzGxTQAUAAAAAcFNAODMzMzNzU0BrZmZmZnZTQJ6ZmZmZeVNA0szMzMx8U0AFAAAAAIBTQDgzMzMzg1NAa2ZmZmaGU0CemZmZmYlTQNLMzMzMjFNABQAAAACQU0A4MzMzM5NTQGtmZmZmllNAnpmZmZmZU0DSzMzMzJxTQAUAAAAAoFNAODMzMzOjU0BrZmZmZqZTQJ6ZmZmZqVNA0szMzMysU0AFAAAAALBTQDgzMzMzs1NAa2ZmZma2U0CemZmZmblTQNLMzMzMvFNABQAAAADAU0A4MzMzM8NTQGtmZmZmxlNAnpmZmZnJU0DSzMzMzMxTQAUAAAAA0FNAODMzMzPTU0BrZmZmZtZTQJ6ZmZmZ2VNA0szMzMzcU0AFAAAAAOBTQDgzMzMz41NAa2ZmZmbmU0CfmZmZmelTQNLMzMzM7FNABQAAAADwU0A4MzMzM/NTQGtmZmZm9lNAn5mZmZn5U0DSzMzMzPxTQAUAAAAAAFRAODMzMzMDVEBrZmZmZgZUQJ+ZmZmZCVRA0szMzMwMVEAFAAAAABBUQDgzMzMzE1RAa2ZmZmYWVECfmZmZmRlUQNLMzMzMHFRABQAAAAAgVEA4MzMzMyNUQGtmZmZmJlRAn5mZmZkpVEDSzMzMzCxUQAUAAAAAMFRAODMzMzMzVEBrZmZmZjZUQJ+ZmZmZOVRA0szMzMw8VEAFAAAAAEBUQDgzMzMzQ1RAa2ZmZmZGVECfmZmZmUlUQNLMzMzMTFRABQAAAABQVEA4MzMzM1NUQGtmZmZmVlRAn5mZmZlZVEDSzMzMzFxUQAUAAAAAYFRAODMzMzNjVEBrZmZmZmZUQJ+ZmZmZaVRA0szMzMxsVEAFAAAAAHBUQDgzMzMzc1RAa2ZmZmZ2VECfmZmZmXlUQNLMzMzMfFRABQAAAACAVEA4MzMzM4NUQGtmZmZmhlRAn5mZmZmJVEDSzMzMzIxUQAUAAAAAkFRAODMzMzOTVEBrZmZmZpZUQJ+ZmZmZmVRA0szMzMycVEAFAAAAAKBUQDgzMzMzo1RAbGZmZmamVECfmZmZmalUQNLMzMzMrFRABQAAAACwVEA4MzMzM7NUQGxmZmZmtlRAn5mZmZm5VEDSzMzMzLxUQAUAAAAAwFRAODMzMzPDVEBsZmZmZsZUQJ+ZmZmZyVRA0szMzMzMVEAFAAAAANBUQDgzMzMz01RAbGZmZmbWVECfmZmZmdlUQNLMzMzM3FRABQAAAADgVEA4MzMzM+NUQGxmZmZm5lRAn5mZmZnpVEDSzMzMzOxUQAUAAAAA8FRAODMzMzPzVEBsZmZmZvZUQJ+ZmZmZ+VRA0szMzMz8VEAFAAAAAABVQDgzMzMzA1VAbGZmZmYGVUCfmZmZmQlVQNLMzMzMDFVABQAAAAAQVUA4MzMzMxNVQGxmZmZmFlVAn5mZmZkZVUDSzMzMzBxVQAUAAAAAIFVAODMzMzMjVUBsZmZmZiZVQJ+ZmZmZKVVA0szMzMwsVUAFAAAAADBVQDgzMzMzM1VAbGZmZmY2VUCfmZmZmTlVQNLMzMzMPFVABQAAAABAVUA4MzMzM0NVQGxmZmZmRlVAn5mZmZlJVUDSzMzMzExVQAUAAAAAUFVAODMzMzNTVUBsZmZmZlZVQJ+ZmZmZWVVA0szMzMxcVUAFAAAAAGBVQDgzMzMzY1VAbGZmZmZmVUCfmZmZmWlVQNLMzMzMbFVABQAAAABwVUA4MzMzM3NVQGxmZmZmdlVAn5mZmZl5VUDSzMzMzHxVQAUAAAAAgFVAOTMzMzODVUBsZmZmZoZVQJ+ZmZmZiVVA0szMzMyMVUAFAAAAAJBVQDkzMzMzk1VAbGZmZmaWVUCfmZmZmZlVQNLMzMzMnFVABQAAAACgVUA5MzMzM6NVQGxmZmZmplVAn5mZmZmpVUDSzMzMzKxVQAUAAAAAsFVAOTMzMzOzVUBsZmZmZrZVQJ+ZmZmZuVVA0szMzMy8VUAFAAAAAMBVQDkzMzMzw1VAbGZmZmbGVUCfmZmZmclVQNLMzMzMzFVABQAAAADQVUA5MzMzM9NVQGxmZmZm1lVAn5mZmZnZVUDSzMzMzNxVQAUAAAAA4FVAOTMzMzPjVUBsZmZmZuZVQJ+ZmZmZ6VVA0szMzMzsVUAFAAAAAPBVQDkzMzMz81VAbGZmZmb2VUCfmZmZmflVQNLMzMzM/FVABQAAAAAAVkA5MzMzMwNWQGxmZmZmBlZAn5mZmZkJVkDSzMzMzAxWQAUAAAAAEFZAOTMzMzMTVkBsZmZmZhZWQJ+ZmZmZGVZA0szMzMwcVkAFAAAAACBWQDkzMzMzI1ZAbGZmZmYmVkCfmZmZmSlWQNLMzMzMLFZABQAAAAAwVkA5MzMzMzNWQGxmZmZmNlZAn5mZmZk5VkDSzMzMzDxWQAYAAAAAQFZAOTMzMzNDVkBsZmZmZkZWQJ+ZmZmZSVZA0szMzMxMVkAGAAAAAFBWQDkzMzMzU1ZAbGZmZmZWVkCfmZmZmVlWQNLMzMzMXFZABgAAAABgVkA5MzMzM2NWQGxmZmZmZlZAn5mZmZlpVkDSzMzMzGxWQAYAAAAAcFZAOTMzMzNzVkBsZmZmZnZWQJ+ZmZmZeVZA0szMzMx8VkAGAAAAAIBWQDkzMzMzg1ZAbGZmZmaGVkCfmZmZmYlWQNLMzMzMjFZABgAAAACQVkA5MzMzM5NWQGxmZmZmllZAn5mZmZmZVkDSzMzMzJxWQAYAAAAAoFZAOTMzMzOjVkBsZmZmZqZWQJ+ZmZmZqVZA0szMzMysVkAGAAAAALBWQDkzMzMzs1ZAbGZmZma2VkCfmZmZmblWQNLMzMzMvFZABgAAAADAVkA5MzMzM8NWQGxmZmZmxlZAn5mZmZnJVkDSzMzMzMxWQAYAAAAA0FZAOTMzMzPTVkBsZmZmZtZWQJ+ZmZmZ2VZA0szMzMzcVkAGAAAAAOBWQDkzMzMz41ZAbGZmZmbmVkCfmZmZmelWQNLMzMzM7FZABgAAAADwVkA5MzMzM/NWQGxmZmZm9lZAn5mZmZn5VkDSzMzMzPxWQAYAAAAAAFdAOTMzMzMDV0BsZmZmZgZXQJ+ZmZmZCVdA0szMzMwMV0AGAAAAABBXQDkzMzMzE1dAbGZmZmYWV0CfmZmZmRlXQNPMzMzMHFdABgAAAAAgV0A5MzMzMyNXQGxmZmZmJldAn5mZmZkpV0DTzMzMzCxXQAYAAAAAMFdAOTMzMzMzV0BsZmZmZjZXQJ+ZmZmZOVdA08zMzMw8V0AGAAAAAEBXQDkzMzMzQ1dAbGZmZmZGV0CfmZmZmUlXQNPMzMzMTFdABgAAAABQV0A5MzMzM1NXQGxmZmZmVldAn5mZmZlZV0DTzMzMzFxXQAYAAAAAYFdAOTMzMzNjV0BsZmZmZmZXQJ+ZmZmZaVdA08zMzMxsV0AGAAAAAHBXQDkzMzMzc1dAbGZmZmZ2V0CfmZmZmXlXQNPMzMzMfFdABgAAAACAV0A5MzMzM4NXQGxmZmZmhldAn5mZmZmJV0DTzMzMzIxXQAYAAAAAkFdAOTMzMzOTV0BsZmZmZpZXQJ+ZmZmZmVdA08zMzMycV0AGAAAAAKBXQDkzMzMzo1dAbGZmZmamV0CfmZmZmalXQNPMzMzMrFdABgAAAACwV0A5MzMzM7NXQGxmZmZmtldAn5mZmZm5V0DTzMzMzLxXQAYAAAAAwFdAOTMzMzPDV0BsZmZmZsZXQJ+ZmZmZyVdA08zMzMzMV0AGAAAAANBXQDkzMzMz01dAbGZmZmbWV0CgmZmZmdlXQNPMzMzM3FdABgAAAADgV0A5MzMzM+NXQGxmZmZm5ldAoJmZmZnpV0DTzMzMzOxXQAYAAAAA8FdAOTMzMzPzV0BsZmZmZvZXQKCZmZmZ+VdA08zMzMz8V0AGAAAAAABYQDkzMzMzA1hAbGZmZmYGWECgmZmZmQlYQNPMzMzMDFhABgAAAAAQWEA5MzMzMxNYQGxmZmZmFlhAoJmZmZkZWEDTzMzMzBxYQAYAAAAAIFhAOTMzMzMjWEBsZmZmZiZYQKCZmZmZKVhA08zMzMwsWEAGAAAAADBYQDkzMzMzM1hAbGZmZmY2WECgmZmZmTlYQNPMzMzMPFhABgAAAABAWEA5MzMzM0NYQGxmZmZmRlhAoJmZmZlJWEDTzMzMzExYQAYAAAAAUFhAOTMzMzNTWEBsZmZmZlZYQKCZmZmZWVhA08zMzMxcWEAGAAAAAGBYQDkzMzMzY1hAbGZmZmZmWECgmZmZmWlYQNPMzMzMbFhABgAAAABwWEA5MzMzM3NYQGxmZmZmdlhAoJmZmZl5WEDTzMzMzHxYQAYAAAAAgFhAOTMzMzODWEBsZmZmZoZYQKCZmZmZiVhA08zMzMyMWEAGAAAAAJBYQDkzMzMzk1hAbGZmZmaWWECgmZmZmZlYQNPMzMzMnFhABgAAAACgWEA5MzMzM6NYQGxmZmZmplhAoJmZmZmpWEDTzMzMzKxYQAYAAAAAsFhAOTMzMzOzWEBtZmZmZrZYQKCZmZmZuVhA08zMzMy8WEAGAAAAAMBYQDkzMzMzw1hAbWZmZmbGWECgmZmZmclYQNPMzMzMzFhABgAAAADQWEA5MzMzM9NYQG1mZmZm1lhAoJmZmZnZWEDTzMzMzNxYQAYAAAAA4FhAOTMzMzPjWEBtZmZmZuZYQKCZmZmZ6VhA08zMzMzsWEAGAAAAAPBYQDkzMzMz81hAbWZmZmb2WECgmZmZmflYQNPMzMzM/FhABgAAAAAAWUA5MzMzMwNZQG1mZmZmBllAoJmZmZkJWUDTzMzMzAxZQAYAAAAAEFlAOTMzMzMTWUBtZmZmZhZZQKCZmZmZGVlA08zMzMwcWUAGAAAAACBZQDkzMzMzI1lAbWZmZmYmWUCgmZmZmSlZQNPMzMzMLFlABgAAAAAwWUA5MzMzMzNZQG1mZmZmNllAoJmZmZk5WUDTzMzMzDxZQAYAAAAAQFlAOTMzMzNDWUBtZmZmZkZZQKCZmZmZSVlA08zMzMxMWUAGAAAAAFBZQDkzMzMzU1lAbWZmZmZWWUCgmZmZmVlZQNPMzMzMXFlABgAAAABgWUA5MzMzM2NZQG1mZmZmZllAoJmZmZlpWUDTzMzMzGxZQAYAAAAAcFlAOjMzMzNzWUBtZmZmZnZZQKCZmZmZeVlA08zMzMx8WUAGAAAAAIBZQDozMzMzg1lAbWZmZmaGWUCgmZmZmYlZQNPMzMzMjFlABgAAAACQWUA6MzMzM5NZQG1mZmZmlllAoJmZmZmZWUDTzMzMzJxZQAYAAAAAoFlAOjMzMzOjWUBtZmZmZqZZQKCZmZmZqVlA08zMzMysWUAGAAAAALBZQDozMzMzs1lAbWZmZma2WUCgmZmZmblZQNPMzMzMvFlABgAAAADAWUA6MzMzM8NZQG1mZmZmxllAoJmZmZnJWUDTzMzMzMxZQAYAAAAA0FlAOjMzMzPTWUBtZmZmZtZZQKCZmZmZ2VlA08zMzMzcWUAGAAAAAOBZQDozMzMz41lAbWZmZmbmWUCgmZmZmelZQNPMzMzM7FlABgAAAADwWUA6MzMzM/NZQG1mZmZm9llAoJmZmZn5WUDTzMzMzPxZQAYAAAAAAFpAOjMzMzMDWkBtZmZmZgZaQKCZmZmZCVpA08zMzMwMWkAGAAAAABBaQDozMzMzE1pAbWZmZmYWWkCgmZmZmRlaQNPMzMzMHFpABgAAAAAgWkA6MzMzMyNaQG1mZmZmJlpAoJmZmZkpWkDTzMzMzCxaQAYAAAAAMFpAOjMzMzMzWkBtZmZmZjZaQKCZmZmZOVpA08zMzMw8WkAGAAAAAEBaQDozMzMzQ1pAbWZmZmZGWkCgmZmZmUlaQNPMzMzMTFpABwAAAABQWkA6MzMzM1NaQG1mZmZmVlpAoJmZmZlZWkDTzMzMzFxaQAcAAAAAYFpAOjMzMzNjWkBtZmZmZmZaQKCZmZmZaVpA08zMzMxsWkAHAAAAAHBaQDozMzMzc1pAbWZmZmZ2WkCgmZmZmXlaQNPMzMzMfFpABwAAAACAWkA6MzMzM4NaQG1mZmZmhlpAoJmZmZmJWkDTzMzMzIxaQAcAAAAAkFpAOjMzMzOTWkBtZmZmZpZaQKCZmZmZmVpA08zMzMycWkAHAAAAAKBaQDozMzMzo1pAbWZmZmamWkCgmZmZmalaQNPMzMzMrFpABwAAAACwWkA6MzMzM7NaQG1mZmZmtlpAoJmZmZm5WkDTzMzMzLxaQAcAAAAAwFpAOjMzMzPDWkBtZmZmZsZaQKCZmZmZyVpA08zMzMzMWkAHAAAAANBaQDozMzMz01pAbWZmZmbWWkCgmZmZmdlaQNPMzMzM3FpABwAAAADgWkA6MzMzM+NaQG1mZmZm5lpAoJmZmZnpWkDTzMzMzOxaQAcAAAAA8FpAOjMzMzPzWkBtZmZmZvZaQKCZmZmZ+VpA08zMzMz8WkAHAAAAAABbQDozMzMzA1tAbWZmZmYGW0CgmZmZmQlbQNTMzMzMDFtABwAAAAAQW0A6MzMzMxNbQG1mZmZmFltAoJmZmZkZW0DUzMzMzBxbQAcAAAAAIFtAOjMzMzMjW0BtZmZmZiZbQKCZmZmZKVtA1MzMzMwsW0AHAAAAADBbQDozMzMzM1tAbWZmZmY2W0CgmZmZmTlbQNTMzMzMPFtABwAAAABAW0A6MzMzM0NbQG1mZmZmRltA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e2+AACggKZn9z4AAABtVnLnvgAAINv5kOq+AABQW7HB9D4AAGAQWCHovgAAAK8leNG+AABgmMxLBz8AAGAQ2IADPwAAoJvECfi+AAAIrJwKAb8AAADXo2zpPgAAYAWjY+8+AACgkjpx9L4AACCwcgTsPgAAUJYhzPM+AAAAQfETyD4AAIDysKb9vgAAcPkPFwE/AACAApok3b4AALBH4b7/vgAACIqfuwW/AADgjCg5+b4AAOgmsdMBPwAA2Odq9gc/AACg+DFo+z4AAKBuEpPgvgAAEOAtqgO/AADo0CKEBb8AAICO5ArWPgAAwOMUo/4+AAD4Bl/GA78AAMDTKz0FPwAAAPvL3tc+AAAAkX671D4AAABSuCbZvgAASOoEkQM/AAAgDeCd5T4AAIALJOjBPgAAwJi7FPE+AABQDAKT974AACDJ5fUBPwAAuB6FXQK/AACg9gb/674AAIhs56UEvwAAoKD4sec+AABQ0ZGyBD8AANhfdjkIPwAAyAc9VwG/AABgVFIX5T4AANArZf0JPwAAAMgpOqq+AABgukns/z4AAMDKoT0FvwAAoJmZ2f8+AAC48/0sAL8AAEAzM3PsPgAA8KfG2xw/AAAcfGGyJD8AAMcpOjIwPwAAHqfo6Dg/AABv8IWZRT8AAPs6cE5MPwAAsAPnTE8/AADeAgmqTT8AAFxtxT5DPwAAkML1KBI/AADIKTqSPb8AAMA5I2pLvwAAGw3gTU+/AAAukKBYTb8AAFMFo2JHvwAAgLdAIkG/AADcaABPMr8AAHgLJJArvwAAAGb3xAG/AAAgH/RMAL8AAABvgQS6vgAAwEKt+QE/AAAANBG27r4AAPCOUyQEvwAA4Pl+auA+AABgVFLn/L4AANiBc0IEvwAA8I5ThPM+AAAw5q6VBj8AAFBiEGwGPwAAsC5uB/0+AACQy3+oCL8AAIAExdfovgAAwDkjovG+AAAoXI98B78AAKD4MY78vgAAGC/dTAc/AABgmEwh7D4AAFBrmn8IPwAAyP6ycAE/AACgkjrb9b4AAAD8qbHRPgAAMJkqowU/AADIw0J3AD8AAAArh3D5PgAAUOOl0/i+AAC42ortCT8AAOA4RYPnPgAAUBWMAQE/AABAmSqq6b4AAFgOra0HvwAAoM2qy+w+AAC4yPbRCD8AAJAxd+kEPwAAECQokPe+AABoqmAaCT8AAGC6ydAEPwAAIPRstgY/AACoV0oGCj8AAEDx4+sJvwAAEJyzVwQ/AADA8/0E4D4AAHB4eokJvwAAyG00xAK/AADgnFG2BT8AANAJ6Kb2vgAAcE3zdv6+AAAAbwEx8D4AAAD+1HvhPgAAeMcpWgg/AACA8jAr/D4AAAArh40IPwAAgDSAx9A+AABA7zi30L4AAFB7g8j1PgAAEHo20/i+AAC4N3iMBL8AAMBkKq78vgAAwEs3e+U+AADg+yk1/b4AANjO94gGvwAAwJ/aGQO/AACAwvV7474AAHi+35ADPwAAgHVx/8M+AAAgP8aL774AAMBtNKXwvgAAAIC3iK2+AADA9eiN/j4AAPAEdNb7vgAAcFY9dAA/AACAke0Kwz4AAACRfkjuvgAAMENcRfS+AADAe3Ie674AAAAep93RPgAAaGaGpgA/AAAo7Y0qAL8AAAArh9PwPgAAIHzhWP2+AACYxOA9Az8AAEDEsW/kPgAAAIqfK+O+AAAgbDhE9b4AAEATISD5vgAAYLqJcvW+AAAAw+QF5b4AAIDdk9ndPgAAKCieHAA/AACgAdymBL8AAABTBevMvgAAQFfbHQQ/AAAgSvuO7b4AAOjZjHEEPwAAAP7UFMW+AACoeadRBL8AAJBlSJj/PgAAAEhQ/9A+AACQQeDw8b4AAJBKSokBvwAAUHREnge/AAAgOGcrCT8AAFgObfEHPwAAkOTSGQk/AABwG63PB78AADhFp/MBvwAAAN7ih/O+AAAA54z8tz4AAOB6lC77PgAAkMIVqge/AABgsb+T6L4AAMDTC3v7PgAAIBbqZwC/AAAwgFee8D4AAOg/VO0AvwAAoCzjmPk+AADApnk87b4AALBpnr0IvwAAENmOCfo+AACAyHZvwz4AAOBNYm7uvgAA8CZRofq+AADwJhGC/74AAPAm8YD9vgAA8CaxOfS+AACAN4nPyb4AABDZDv/1PgAAsGk+bAi/AACATfOL1b4AAFCWQSAIPwAAYADvGOA+AABALBQu9L4AAFjsj60BvwAAkMKVHQK/AACQMbdg9b4AAABEuq/lPgAAcBttQgW/AACwHFpq/j4AANDDwnz2PgAAcLUVwwQ/AADgNO+4674AAOBP7VgBvwAAEKW9L/C+AADQqo+3Bz8AAHCR7cnxvgAAoO8nnfG+AAAg/Ta1Cb8AAIAnoI3BvgAAACIdHwQ/AAAAmN2u5L4AAGCI49T5vgAAwA6cRvc+AAC4rwOdAb8AAEATYVoHvwAAcPlPEQe/AAAQcSw/+b4AABCDwJAAPwAACDQR3AU/AABw+Y9gAT8AAPDJQ2wEvwAAyH9I2Aa/AACQSurs9b4AAKCJsLHrPgAAgMQgcNU+AABk7lruET8AAADFjzG9vgAAfKUsixI/AAAssp1/ED8AAID7OjAUPwAAEHGsSwo/AAAoqRPQA78AAFAnoEn7vgAAXP5DwhG/AACw2F+29b4AAIAbDQDoPgAAeHql9A+/AABwXwfGAr8AAED67XkCPwAAAKFnefm+AADwLzsrCT8AAEC0yF7SvgAA4PD0VPO+AAAAoJvEfb4AAHhPXjcKPwAAgDYr7PC+AAAAE/IBwT4AAEh7g3kBvwAAAAxxLKS+AABwRlRqCD8AAJAx95QAvwAAcFYd1gE/AADwY4wq9D4AAEC6STDUPgAAMDNzAvq+AAAAKweq8j4AAMDcNXD3PgAA4B0nlfS+AAAgMYin774AAMDs3o3/PgAAQIvsJuc+AACAnk3G+D4AAIha068CvwAA0KOww/8+AABQUPzN8z4AAMD8B1f9PgAAoAEcOAe/AAAAJnU6oD4AAGgr1n0EvwAA0KrvxgI/AACgVV9S+T4AAKBV3z36PgAA0KrPwAM/AABoK/Y4BL8AAEBbsf3RvgAAmNQJ/AQ/AAAADeBd2b4AANjXQXkGvwAAUFC8r/4+AACgR2Eo5T4AAAAUYeujvgAAgKg1uci+AAAA9GxwyD4AABDywbLxPgAA0CK7ZQQ/AACgiZBFAL8AAEABTZzdPgAASAxChAi/AAAA7MCX3z4AAOAd52n/vgAA2JqGbQU/AADA3DUi9T4AAMAHPezgPgAAAKwc+tM+AABApF/w5T4AAEB5GKH6PgAAMJCAHgo/AADw5GG+8L4AACDCBrD9PgAAMENc0PG+AAD4MeZrCT8AAKBeaVz6PgAAoLIMI+w+AADgp8bH7D4AAKBOAN/7PgAAkDFX5gi/AADg0KKb4L4AACDJ5RMIPwAA4MA5tO4+AAAAFR2Zsb4AAADEIHCavgAAMMsQQPI+AACIyRSFCL8AAGB2T6zgPgAAAKMSRvK+AABAAU3l9r4AAMB9HWTRvgAAMCHfWQM/AACAvcF3xT4AAMBLNxPYvgAA4ETYXuw+AABYynLsA78AAFgwKsIFPwAAcIEENQi/AAAAYVRysj4AAAA7cE7uvgAAAP7UHOQ+AAAAkX5F+b4AAABCz9bqvgAAiKfXdQg/AADojKg4Br8AAMApOur4PgAAeOAcyQk/AADQ1Vb2Az8AAIBYqJHTvgAAICh+evs+AAD4XO0eAz8AAKjP1RYBPwAAQNjwZ/Y+AACAyVRL5j4AAKCJsMfiPgAAcHh6F/s+AADgrPpZ/b4AAEi/fYwFvwAAAGD+w4q+AACAWKjD4z4AAEDxY8zRPgAA8DhFk/u+AAAA1XjJwr4AAKABvD3/vgAAcL6fzPI+AAAwMzPZ/b4AABiV1KQBvwAAwOye7AU/AACAPzVLBz8AAEDG3Nn8PgAAkH77pgi/AAAAexQ+274AAFCEDQ0BPwAAEOAtcP++AADA0yvN+D4AAGCPwnMBPwAACKwc+gC/AABwb/Dx+z4AAIj02+cGvwAA+AZfKAe/AADAw0LN2L4AANjnakcAPwAAoLQ3GAQ/AABgMlWQCD8AAACk376yvgAAkOTyNwa/AADAJw9r+74AAOAtkGAFPwAAOM07pgE/AADQ3uD7Dj8AAOCMKC3xvgAApAG8LRA/AABoRGm/CD8AABQ/xuQhPwAAkQ96zjE/AABF2PB0Pj8AAGkAbxFHPwAAOiNKu00/AACh1jRvTj8AAF66SaxLPwAA4C2QoD8/AAAA93XgEr8AAFZ9rlZDvwAAmN2TR06/AAANcawrT78AAOlILt9MvwAAukkM0kW/AAD2l91TOr8AAHDwhZkqvwAAoBovbRm/AADQAN4iAL8AAGC6SVwIvwAAKDqSewu/AADIsS5eBL8AAHAr9rf1PgAAILn8Wwc/AACoV8pqB78AABAtsj35vgAA8C+7B/y+AADQXUsQAT8AAOCjcG3kPgAAuCcP+wI/AABwXwcABT8AAEADeLvvvgAASAwCowY/AAAQRiVd/74AAGgJ+UAEvwAAGNnOcwI/AACQSurc+L4AAMCopND7PgAAMJCgaQi/AADwhcmaBz8AACCpE7zgPgAAsLZiOwS/AAB4Tx4xAz8AAHBfB7L6vgAA4JwRHfk+AAC48/2yBT8AAKD/kObovgAAEOAtBgA/AABYfa6pBD8AACCgiernvgAA2Pl+Kge/AAAwPL2q9T4AAJhMFTICvwAAEBueePu+AABYW7GzAD8AAIAvTGj8PgAA8P3UKAk/AACQkA9s8L4AAPDiNj78PgAAOAFNGAG/AAAAfa42ur4AAMAMcZrrPgAAQCBBmdY+AACgoiPz/74AAACsHNqZPgAAwJFcXtu+AAAworRPBz8AAGgA7+0JPwAAQEMcd9Q+AAAAg8AC3z4AANg9+QsIvwAAIEo7KAY/AABQ2psjAL8AAHDXkh8BPwAAAGZ31v8+AACwR+G/BL8AAMAnD/P1PgAAwGSqUuU+AAAAPZvT+z4AAGAy1YEAvwAA8NJNQgI/AAAgBFZR+T4AACgxiIACPwAA+HVgOAG/AABAcnmX8z4AAOC3rxTnvgAAMCop8ve+AABwePp88r4AAIDl0BzQPgAAkHWxaQU/AABAPuhZ3r4AACCFK4MFvwAAwNOrYgQ/AABwVj3EAD8AABjZTssDPwAAeHqFKwe/AABA30/67b4AALAVe2T8PgAAcJFtZ/W+AAD4ubp/Bj8AANDMjKXxPgAAAFtCLrI+AACg7yei9r4AAAC2hOjAvgAAIMKG+/w+AAC4yDYhAb8AAIDHadDxPgAAEIzKhPi+AABoZmZACD8AAEB5GD/7PgAAsCVku/A+AAAg0u8o8T4AAJB++8z8PgAAgJXD/wk/AAAA1Tit8b4AAHDX0gX+PgAAIFHa+uu+AABIlHYNBr8AAPBBL7gGPwAA8EGP/wY/AABIlLaUBL8AAECitEXTvgAAuGsp+gk/AAAAK0dr+j4AAJB+O/n5PgAAKO3tnQm/AACA8jBM4D4AAAD67XOzvgAAgMdp1v4+AACACBvW1z4AAGje8XQCPwAAEAv1tvw+AACATBVo2b4AAFAnwAYKPwAAIC9dBuw+AAAAaCL34z4AAGCIY8X9vgAAYAdOawo/AAAQejZhBD8AAKi9AQkIPwAAwMzMmeC+AABAxlxd/74AAHjpppsEPwAAQIcWSd0+AADQs1mXAL8AAAAAAHDePgAA0KrP5Qg/AADgk4dlBD8AAABZFzfSvgAAuB6FsxE/AAAAXrpJvD4AALDqc6UEvwAASJT2hgW/AABQpgrGAb8AAADjNprRPgAAEBQ/RvQ+AADQoUWm/T4AAACze1IIvwAAAAAYlUS+AAAAIv0u9L4AANCa5if6PgAAAGbVZ66+AABYwWgWCD8AAGgJuSQBvwAA0CtlQ/K+AABAtMiS6L4AABCTKa79vgAAoKIj4ua+AADIS5c5Aj8AAHgCWpsIvwAAQL1S0OE+AADAltAH+r4AAPi52oMBPwAAKO3N5QC/AABIlBbSAb8AADCJQUvzPgAAkI6k1PE+AABIDAJkB78AAMDsHqT9PgAA0CLbZgA/AAD4Bh+GBL8AAOCVsj7tPgAAQBE2Gum+AAAwXM/v874AAGBfB9rivgAAwPzHZvE+AACgARzWBr8AAGBSJ9XjPgAA0FZshfq+AABoKzZ7Cb8AANCqb2AEPwAAcN5xEfQ+AAAA5yzdBb8AAADImFXaPgAAQL3ihQO/AACAhfrS/D4AAABEttORPgAAYNN89vO+AADoP4QCAL8AACAWivkBvwAAsNjfyv++AAAghcuC874AAADOGRWvPgAAACJduv0+AABwGw38Ar8AAMByaOzePgAAGJ6+VQW/AABgFzfM9D4AACCDwK3mvgAAOM379gC/AACoeYdVB78AABgm05MIvwAAiNJeeQS/AADw/RSh9b4AAGBSJ4TiPgAAGK5HRAq/AACAV8oiyj4AADDdBDwAvwAAYHaPYQk/AAC4833zBT8AAChlmRAKvwAAsM9VyPq+AAAAKwcA8D4AAMCGZ3v7vgAAQByrrAm/AAAQYcNOCT8AAAjOuW8BvwAAYGQ7UOA+AAAQrJxG/L4AAFhbETcEvwAA4BTdsvO+AABwRlQOAD8AAIAExa7oPgAAoHcchfw+AACAP7Wk9b4AAJD2hg/+vgAAQEmd/tk+AABgImyM6r4AAECL7M/zPgAAQO0NiNQ+AACQoHgCCr8AAMj+8qsEvwAACKMSmAU/AAAA6NmMqr4AALiNRtwFPwAAwFKWt/e+AAAQP8Y88D4AAABE+qABvwAAeFioUQY/AAC4jYZtBr8AADAYlcr7PgAAyNy1xgC/AAAAhXzQvj4AAJjdE/YIvwAAcIqOPQg/AAAwMzPU8D4AAAA9m2W3vgAA8C87XAM/AACw6nMy8b4AAABwzsi6vgAAAPd1TAe/AABwVn3oBT8AACjkgxgEvwAAwAUS+wc/AAAwuyfaCT8AAHDgnKf/vgAAeIMvygk/AAAAvAVC4b4AAAChZxPdvgAAOBE2GgS/AADA0QDG7z4AADAIrND+vgAAMHctxQC/AADo+6lZA78AAGB/2eUAvwAAsJRlsPA+AACoPld7DD8AALivAycYPwAA9+RhCTA/AABd/kMSNz8AALivAyNAPwCASuoE3Ec/AACfzapvSz8AADeJQbBJPwAAzqrPJUI/AADs4jbaIz8AAF66Saw0vwAAYqHWdEW/AADVCWhiTL8AAOC+DkRJvwCAs+pzTUS/AABKe4NfPL8AAHbgnI0xvwAArkfhDie/AAAoOpIzGb8AAMCGp+8GvwAAgI7kAuE+AABoCfkIDb8AAGgZ4iQHvwAAgEi/pfw+AABA8WMM9L4AAMDKoaMGvwAAEBQ/zAE/AABgVn2e4T4AAEBXW5H9PgAAAHgLJN4+AADADpzP974AAGCh1rEJPwAA4FpC1ui+AACgpE4o6D4AAPCePKYBvwAAqBPQIQA/AACAVZ8D0j4AAABUUne5PgAAiPTbNAi/AAAANIDXtD4AAIAIG6bVvgAAgDOiiN2+AACArracBb8AAPjCZLgDvwAA0Ac9m/i+AACA4sdO9r4AACjLEOAJPwAAMPaX6f6+AABQfa70/D4AAMBfdsfcPgAAAM/3s8q+AABAcM6K6r4AAGiRrU4AvwAAQHnYrgE/AAAgUVr++r4AALCUZY/wvgAAWEK+DQa/AACA6Sb95L4AAABtVq/VPgAAYH+ZtgU/AADgtQSe+D4AAHg2azAJPwAAQO84xeg+AACABMWC6T4AAHBGVFAIPwAAQNbFmek+AABAJXX83z4AAMDTKwUAPwAAsKb5n/W+AAB4eoX7CL8AAKC0FzQJPwAAuMj2NgK/AAAAAwl+xT4AACjtDYMFvwAAuGspewE/AADA3LUA+j4AAOAtUIv7vgAAwF1LFNk+AADY5yqSCL8AAGBrGlvuPgAA4OK2Hua+AACQGASE974AALC/bMD2vgAAoM0qSuK+AAAQ8sHc8D4AAMAwefIIvwAAAMDuSWg+AAAYrqenBb8AAMD8h5z9PgAAYFKn2eE+AAAATBUUor4AAAAhsCqyPgAAAF3tC+w+AAB4LeEcAz8AABCl/fr+vgAAYAeOXPA+AACg+DEo/b4AAOjZbEcFPwAA0LPZR/Y+AACgZzPo7j4AANCzWcj2PgAA6NksjQY/AACg+DFw9b4AALADBwUBPwAAgNcSwMk+AAAARiWm3b4AAEAIrCnQPgAA0KrP8AM/AAAAGsDxwL4AAGC4HsTrvgAA4JUyreA+AAAw3eTuAb8AANhfNhQCvwAAAHZguus+AAAwicFX8T4AAADV+CbwvgAA0MyM+f0+AAAodSKUA78AAIB6pRjRPgAAYLG/E/q+AAAASS6v0D4AAPB8P/n8PgAAANv5Hra+AAAAmJAPmT4AAIDecbbJvgAA+OShzwC/AAAAvMXkCb8AAMAXJhfyvgAAMFUwkvA+AADAKToS/z4AAKhXytoKPwAAkNQJKPY+AACgi9to6L4AABDyQb/4PgAA3NeBixc/AAAcyeXHFT8AACBKe4MPPwAAYPW5muE+AAAQNjz98T4AAJjUCfgCvwAAAELPZu++AAAAdy0hzb4AAACBlVP2vgAAuB6Fowa/AABA1sVd7L4AAIDgnKHqPgAA4JwRn/w+AABwke1/8z4AAKDvp3EGPwAAAF+YzPM+AACQqYJL+D4AAMAXJhHRPgAA0FRBcPK+AABA4foc874AACBz10T5vgAAQHctetG+AACAhVoV0b4AAEg36SwGPwAAYEtIr+M+AACwz9Vx+L4AAAA7cIz9PgAAoInwswm/AAB4pWwNAj8AALCvw1b/vgAAMFWwwgm/AAAQpX18/r4AAEBgZbf6PgAAQHJ5zuU+AAAAEpRs9z4AAMggcNMFvwAAYBe33fA+AADA8PST274AAIAfY+znvgAAALAc2n0+AAAgyaX2+z4AAHAbTTUBvwAAkHXxtfU+AADgFB1x7L4AADhFBwcDvwAAOEVnMwm/AAA4RffgCb8AADhFl0UFvwAAcIqOF/e+AABA1kVJ2T4AAMi62MAGPwAAwG20FuW+AACQ5LLkBz8AAGA5NIrlPgAAwI9xvvC+AAAYnh5WAb8AAFB0JHUFvwAAkEpKqwS/AACQQaCz/b4AAGAAbyfrPgAAWOzvkwW/AADA9ehG7z4AAACRzi4DPwAAQJJLA+8+AAAAwTmW0j4AAIBd3KTZPgAAcL4fZfU+AADIMmQgCT8AAIA/tQ/mvgAAsANnAgg/AAAQAmuz8j4AAADzH2vbPgAAwO5JGus+AAAI+cAQBD8AALC/LALxvgAAuLgtswm/AACYxCC1BT8AAIBqvLAGvwAAAGx4BrG+AADw5GFD/74AADBDHIH8vgAAQL1SxuM+AAAQrFwA8r4AAIC1FdvNvgAA4DZaSQi/AABwEgOdBb8AABAkqPXwPgAAQGBlKQA/AAAgYcNF4j4AAPCFyQsHvwAAUMiHg/S+AABAYhDD5L4AAMAZUbzXvgAAQN9Pc9I+AADQRBj3AD8AAMD1KCzdvgAAgHh6Scg+AABQfS7+874AAOgENGIKPwAA2MVtVgM/AADQ91PO/L4AAMBQa6rZvgAAEKW9Uwc/AADA9Sjk9r4AALjzfT0GvwAAqJvENgS/AADQkVyy8L4AAEgu/94FPwAAcHEb0fK+AADA91MX7L4AACCQoMjgvgAAgCV1Qs8+AABIDAJLBz8AAOBPjQvzvgAAyP6yeQK/AAAwMzMj+z4AALiNBt4HPwAAQL1SBvK+AADw29f59T4AAFyxv3gXPwAAgJVDsxY/AABkXdyWIz8AAPRsVv0tPwAA5BQdYTc/AACQoPjhPD8AAATnjPg9PwAAwmSqQDk/AABQSZ1AHD8AAAjOGVEivwAAaiv29za/AAD4wmTKP78AAKRwPSo9vwAAQmDlcDu/AAD4wmTuM78AAMQgsJIuvwAA1LzjpB+/AACApSxj6b4AAABuNIClPgAAgNk9afG+AAAAvAVAAr8AAIBv8AXNPgAAgCjtBek+AACAcRvd5L4AAFCEDecCPwAAyHa+vQM/AAAAak0zxz4AAADRIpvAvgAAgLlrDek+AABAqz4f0D4AAEAu/2HmvgAA0G9fZvM+AABQQBPY+74AAFAnoMAFvwAAADtwetm+AABgf9kG8T4AAECk33H+vgAAgL6fbu0+AADAuriP4T4AALCC0cf2PgAAEE+vVv0+AACAFK5rzz4AAKCJMDn/PgAAYBBYFOa+AAA4IwrYAL8AAJAYRMMIvwAAEPLBMwE/AAAA93WAt74AAICutvIFPwAAwJ+apQe/AABA6Fl8AD8AADg8/RoCvwAAqGCULwm/AACAFK5o7L4AAMh/aIYCvwAA8PTKrfG+AADYin0mBD8AAPBz9Qv9PgAAEOkXXAk/AAAA4QuHwb4AAFDKsu/6vgAAkBgEsvm+AABgEFin/j4AAMBW7GbZPgAAgNjwJsw+AABgIAHf9D4AAGDDc+QHvwAAQPrtstg+AACQKG35+74AAKARJaQFvwAAKGX50wa/AAC4uI36AL8AACAxCLPhvgAAUEBTCv0+AABAEyHJ+b4AANAiG/YBPwAAgJAPVs8+AACAYbJX8b4AABC15jb8vgAAoAibEf2+AAAwXA8p9L4AAAD7OlC8vgAAwPzH6vk+AACgAbwOBb8AAIBJnZrNPgAAaCt2NAe/AACgVR828T4AAMBUwUbuvgAAMFXwRQO/AAAwVVB2Cr8AAAiB9V8HPwAACIGVewk/AAAwVfD/A78AAGCqYBbwvgAAoFWfR/I+AABoK/afBL8AAGBSJ1bvPgAAQAP48fO+AADY1+EuBb8AABiuJ0QJvwAAUIStngW/AAAQtWb/8r4AAICezej3PgAAYLoJWPG+AACgiXCyAb8AACBsOFz7vgAAAHZgvOQ+AABQynLS9r4AALDPVejwvgAAgJVDTAE/AACgPMxNAT8AAMCTh73bvgAA0LyjHPs+AAAY2Y7ABz8AAGCxv+n9vgAAkHUxTQA/AADgvg7MAb8AAMCfmnoIvwAAgNm9mQO/AAAAXwdevz4AAAB/aoz/PgAAYKHWAAQ/AADA3LVM+r4AADCrPpH1PgAAEL4wFQO/AAAgUdoz8T4AAIDixwjiPgAAUNobTAa/AACoV8rCBr8AAEAIrBzbPgAAkFN0pAC/AADQZtUHAb8AAAACvAWwPgAAEDY8Hfq+AADAQq0p074AAMhLN8EIvwAAWCBBkQo/AACIyVQ5Bz8AAABoIjTcPgAAkFN0FP4+AAAQ8sE7A78AAJCX7hQBPwAAeMdp+wc/AADAFyZ9+D4AANgbfAYAPwAAAGb3weu+AAC4hPweCj8AAIDAykTwPgAAmGVItAA/AACIQeAoAb8AAACAio5AvgAAAGgiPOw+AACAzF0B1b4AAOjyXxwCPwAAQJLLPfk+AADgNtpuBr8AALA+Vy7+PgAAWJ8rJgI/AADAbbQS/r4AACDJ5fMCPwAA0OU/J/w+AACwHBrUBT8AAJAf4/31vgAAAJrI1gM/AAAg2/kH8j4AAECC4iLxPgAAsJQlQQI/AADw29cd/b4AADDLkLX9PgAAgC5uC8o+AAAA/Klhzb4AAGB2T07iPgAA8FpC+AQ/AADA91PG474AANhWrHQEvwAAuK+DWwm/AACYCJtFA78AAAAYJuvNvgAAmJBPNQm/AACIFlkZAD8AAHDnO58BPwAAoHecauK+AAAAs3s3CD8AAFBbMS3+PgAAWKi1QwU/AABgZmb88b4AAMAOnEgGvwAASOoEuAG/AACg6Ein5j4AAMC847ravgAAQK3pjvE+AACwYv/t8b4AAMDKoT3WvgAAkJduoQe/AABwJJeG+j4AAAC6a1m7PgAAYCnLdwM/AAC4HoXHAj8AAIDdk2/BPgAA+FztpwU/AABYMKq1Bb8AAKi9wcIEvwAAMCEfjQi/AABIe4MMBz8AAFBrGq8FPwAAGFHaPQi/AAAgNjyD4b4AAGB2z/IBvwAAwNVWPum+AADwQc+3/L4AAEidAPEBPwAAgJyic+O+AAD4l916BL8AAEA1XtEBvwAACIGVegA/AAAwQxzt8L4AAOBGAxEHvwAAkN2Tj/G+AAAAg8Ba2T4AABA/xib8vgAAqFfKpAM/AACwDHHmAr8AALC/7Gb6PgAAANV4Idg+AACAjuQy4j4AAKikTlAKPwAA8MnDJvu+AAD4XG3HCD8AAJjEIAwAvwAA4CYx2Oe+AAAAtMh2xr4AABjiWHMCvwAAGC/djAQ/AADQEvKp9r4AAADIuriBvgAAgOYdJ98+AADAUpbdAD8AAAD3dTwHPwAA8I5TqAU/AAAQx7roAr8AAAC8BRLHvgAAKFMFMwk/AACs2F+uEz8AALIMcVAlPwAAJsKG9yg/AABLyAeVPj8AgKyL29hGPwAA5WGhalA/AADwFkjoVD8AgAbwFtBXPwCA5h2nyFY/AACkkjqhTj8AAKAzojQrPwAAApoIm0G/AAAtsp3fU78AAMKGp6dXvwCA1jTviFa/AIAldQLCUr8AAKfoSJZMvwCACfmg60G/AADcRgM0NL8AAOJYF38hvwAA9NvXQR2/AAB4WKi9EL8AAHCjASwLvwAAAAmKD/m+AABgVFJH9T4AADgjSssGvwAAQNbFhfE+AADA0ytF0D4AAIACmsjPPgAA8NJNOvc+AAAAbAl5sL4AAEATYUv4PgAAcGiREwu/AAAQjEpu/b4AAAAZc1/2vgAAGB3JbwQ/AAAw5q458r4AAFDIB3HzvgAA2F92qwi/AAB4nKItBD8AAEDqBCDjPgAAGNnOVAe/AAAg5INI874AAIC+n+rjPgAACDQRfgC/AAAA3pPHoz4AAChcj4IHvwAAwCk6zuy+AACgEaXIBr8AAMi6uCMAPwAAcKMBJvW+AABQFYwi974AAAD+QzquPgAAUPwYg/4+AADoP6TDBj8AAGCqYGP9PgAA8EHPZgC/AABQr5RICb8AAOjyH7sBvwAAANS8Y6s+AADQ1VbL8b4AAGAHTkgFvwAAKFwPGwA/AAAAs3sa5L4AAFjKMpwAPwAAOKu+qQk/AADgtQR1Az8AAOBW7O/ivgAAwPUoONs+AAAgBoG39b4AAADZzoPYPgAAwDkj7fG+AAAAWReb3T4AAEDG3Hb5vgAAYMX+Xu2+AABoAG+nAj8AAAgk6EkBvwAAACL9hua+AAAIkylrBz8AAGCYzGcAPwAAsJ1v9Qg/AADAzMxk4L4AABgEFiYDvwAAANU4ygS/AADASzdu874AAHASAxb7PgAAQO84fd++AAAQip+J9L4AAICw4VnnvgAAgNm9zvE+AACYkI/PAr8AAJCQDyz/PgAA4CtlkOs+AACANqtV7T4AAEhQvKcAPwAASAP4uQG/AADA/rLb8T4AAGCotb7wvgAAuCePNwG/AABIe8OkAb8AALCdbyzzvgAAYHZPRuw+AAAwTOb1A78AAIDASub8PgAA4NmsA+c+AADAMsRK6z4AAOji9jgCPwAAMDqSk/e+AAAguTyJBj8AACC5/G4BPwAAGB2JuQm/AAAARkfSp74AAKDmnW/yvgAAwLNZ1dY+AADw68BF+r4AAACaCMumvgAAQJT2guW+AADw/ZS7A78AACipE8QGPwAAwGQqGfC+AAAAtMj2sj4AALBH4SkFvwAAaAn5cAe/AAAAQApXgb4AAOAkBu/gvgAAsPP9jv++AAAAb4HE374AAAAJim0JPwAAIFHa0+i+AAAgL90U/L4AAPCnxk8DPwAAABE2fMo+AACAtRW76j4AAOjZrEoHPwAAcDSAP/i+AADgK2U56z4AABDQRPwDvwAAAF+YhP6+AADADpwhCr8AAIA/NS8LvwAAsHJoTwc/AAAw1BogBz8AAFg5tPQEPwAAmG4Sfwg/AADgvo5E9T4AAACTqVrCPgAAmAjbJAi/AAAoqZMSAz8AAICEDc/HPgAAYDvfrOe+AAAwTCaZA78AAMCzWZ3aPgAAQBe3V98+AADgRoOUBr8AAJhlyPgIPwAA0DTvM/u+AADQOw6vAD8AAKB3HD7yPgAAoHccVf0+AABomvdLBL8AADDLkEPwPgAAgML1tua+AADAjYbP874AAGB0JDPkvgAAYBniCvE+AADAn5rrBb8AABAUP4LwPgAAoImwv+e+AACwne9f+L4AAJD2hgH1vgAAAPfkoby+AADQKyWrAD8AALCtWD30vgAAuPwHrwc/AAAg9OzY+j4AANDuSWf3PgAAwHQTuAI/AAAo5EOlAb8AAMBkqtTuPgAAYH/ZZPO+AACQGAQZAb8AAPDiNkP8vgAAAJay/KK+AAAgDeBE9z4AAIBEaZPbvgAAoF4pj+i+AAAA5WFw4D4AABiMSmIIvwAAoImwsfs+AAAAf2qe/T4AABCcs7cEvwAAQL3S6vk+AAAgBgEd+D4AALAurn4GvwAAgOvR1f4+AAAARHoZBj8AAABApPfCvgAAAP6ym6u+AAAIrBzJCT8AAGiIY4sJvwAAMKK01QO/AACApSx95D4AAHA9CqT1PgAAAEXYsLC+AABAedgKCr8AALBgVAv1vgAAQO0Nltq+AAAAJuSjtr4AAACitKe9PgAAYFRSd+g+AADoriVsAz8AAACPUxzqvgAAMJkqY/q+AABA0ZEM5j4AAEAjSuXiPgAAoDws4O6+AACQU3QLB78AANCRXLwFPwAAsOHpyQO/AACY1AkTBz8AAODHmHftPgAAAMsQd8s+AADAZKqxCT8AACDJ5avivgAAYERpr/a+AAA4AU19Ar8AAIDC9eTpPgAAgJAPOsy+AAAAOPhCtD4AAICVQ4f+PgAAAKfoKMG+AAAowoaTCD8AAOAtkJgIPwAAwJ3vF9G+AAAohxapBT8AADAhHwz4vgAAcOf7fQO/AADIKTqeCz8AAACwA+eqvgAA0H9Ib/M+AAAAb4Ek/j4AAEAjStvgvgAAcM6I4vu+AADgtYS84L4AAMDw9MrbvgAAACDSL+8+AABYfa4aFj8AAFCvlP0VPwAA1Ctl6Rw/AADRItvNMT8AAFZ9rjY9PwAAxLEuDkQ/AAD3Bl8YSz8AAJSHhQpRPwAANxrA61M/AIBLyAeNUj8AAD9XW/FHPwAA4OmVMig/AADi6ZUyQL8AAGq8dNNOvwAAppvE2FK/AIA730+dU78AAN/gCxNPvwAA/yH97km/AABKDAKTPr8AAEHxY1QyvwAAgNk9WSa/AAA0orR3Ir8AAMhLNzkavwAAgJmZGdO+AACIY10UAr8AAIBzRtTlPgAAOCNKkwC/AACQ22gg+T4AADCynR/3vgAAgNk9We0+AADA7J6IAb8AAGjecdoGPwAAMN0kEgY/AABA1sWJ9j4AAHCR7SzzvgAAsOHpRfQ+AAAA0DtOj74AAPjL7kUGvwAACD2b0QG/AACAHTg9Bj8AAJhDi4gBPwAAgA1Ph9o+AAD4MeZECL8AAPCVsgb1vgAAwLWEJNs+AADojCgHAr8AAICWkL/LvgAACLWmGwq/AACgxkuh9L4AALhrCcMJPwAA0MNCbfg+AAAwVTB6/b4AABDHuq7/vgAAQEdy+d2+AACQSuoS9j4AAADnDCYDPwAAoPgxTvc+AADYmuavAr8AADAIrJ0KvwAAyEu3EwK/AACApnlHyT4AANArZVoJvwAAAN/gs8w+AAB4cZtECj8AAMBdS6jvvgAAAPXbN7w+AAAA/KlF2L4AANg0bzoGvwAAwKikAuy+AACA61H0974AAFB9rnj6PgAAwDmjMPw+AABAtvMC9r4AAFCmCtv2vgAAsGle0/Y+AADANO8k3j4AAGCYjKoAPwAAwGBU6tq+AAAgwoZj5L4AAABWDhX1PgAAqM/VMAm/AADgC1OpBj8AAAjFT3kDvwAAQAFNhOM+AAAwIR9/874AAADDZPz2vgAAAEymqr++AAC4/EdUBT8AAMCs+gDUPgAAAEYlueW+AAAAxY9t1r4AAIDASvXzPgAAGB3JvwO/AACgd5wb+T4AAIDn+43NPgAAAEhQzKk+AACQhwUQ8D4AAHBGFLAIPwAAwGgAP9G+AACoYJQOBL8AAAAifXoHPwAAcM5Ipgc/AABYW1FaA78AAAC6a/GuvgAAsNifSgi/AACAp1fv/D4AAPBTI8P2PgAAOIB3egM/AACQ/5D4+b4AAHBW/bUDPwAA4Kx6dvs+AABwVl29Bj8AACD/Id3gvgAAEKwc1fm+AAAAxEJnw74AALDYH/QCvwAAQArXD/W+AADIBz2PCL8AAIBTdNLevgAAwHJo3+M+AAAg2/k28j4AAEDomcsBPwAAEJMpavO+AAAARiWN474AAIDQszncPgAAwBcm1d4+AAAAs/tdCT8AAPjkoXsBvwAAAMBfdl8+AADQ52rP+L4AAMCWkPvZvgAAsM/VJv2+AABwowHYCj8AAMDaitH9vgAAMMSx/vq+AADYeOkeCT8AAEC9UrbhvgAAgNtoQNM+AABweHoF+z4AAOAUHQnzPgAA4ETY8Oc+AABgiGPd4D4AAAD+1Hi/vgAAmLIM2QG/AABwNIA/Dr8AAIBhMlXfvgAAAAyTqZy+AAAYfGFQBD8AAIAvTP7nvgAAaERp4wS/AAAAf2ps4D4AABj7S3sIvwAASGnveAc/AABgKcu/6b4AAIB2T6rCPgAA0ERY8vO+AAAgQbFrCD8AAHBoEUH/vgAAkP9QfvC+AABo3hFXCT8AADCQ4PcBPwAAcNeSm/U+AADAO04H474AAGB2b6UAPwAAeKVsAAE/AABAA3iE8L4AAIBRiRz1vgAAgMBKKuw+AABwmrcg9b4AACCVVDX6vgAAAD/GP9O+AADIuvjqAz8AAACcMxKSPgAAsNj/+vS+AADQf6jj+b4AAPAmER/wvgAAAMgYG9s+AABwxQ7JBD8AALDINsjxvgAAGEhwuwI/AAAAG54Pyr4AAHgLlPQBvwAA+KCX2wU/AABg7vpB+T4AAKA1jRbqPgAAAB1Jbdo+AADAznfh1T4AAEBAk4viPgAAoEw1ofE+AAAQ+aA7/j4AAMBSZmcHPwAAQK355QK/AAAgXE8p7L4AAMD8x7XpPgAAaNWnaQU/AAAwVdAz/b4AAABdbTDZPgAA2IHTKgY/AABQ/Jgc9L4AACCwso32PgAA8KeGvwK/AAAguXym4j4AALjRkGQHvwAAAEhQM84+AACA+8pkCL8AAMDV1qnUPgAASCUlFga/AADAw8K16T4AABBPH8YAvwAAAOSDc7c+AACAg78t674AAMDBT9H7vgAA4OD3oAS/AABY9blzCT8AAFj1WXUDPwAAsOrTmvs+AACw6rPu8D4AAMCqL33bPgAAgKog28S+AACgKrgP574AAFAVJOzzvgAAUBXszvu+AACoCpqaAb8AAKgKahIFvwAAqAoyUQi/AACQy4sUCT8AAJDL30AGPwAAkMu7nwM/AACQy/MuAT8AACCXr9n9PgAAIJd3r/k+AAAgl7fb9T4AACCXr1vyPgAAQC5vWO4+AABALn+V6D4AAEAuf2njPgAAgFyent0+AACAXJ6F1T4AAAC5vPzMPgAAALm8AsE+AAAA5PI1rD4AAADgaDB+vgAAABwNHqy+AAAAjgaEtr4AAACOBlq7vgAAAI4Gp7y+AAAAjoaCur4AAACOBgC1vgAAABwNZ6i+AAAAAEeDRr4AAADk8v6tPgAAALn8ocA+AAAAufxHyz4AAIBcfrXTPgAAgFw+gto+AABALl8D4T4AAEAuPyDlPgAAIJf3EPo+AAAgl2+F/D4AACCXbyX/PgAAkMsP+AA/AACQy6tyAj8AAJDLLwIEPwAAkMt/pgU/AACQy2dfBz8AAJDLjywJPwAAqAq+Xwm/AACoCkpqB78AAKgKymAFvwAAqAp+QwO/AACoCooSAb8AAFAVrJv9vgAAUBU86/i+AABQFZQT9L4AAKAquCnuvgAAoCr43uO+AABAVTCL0r4AAABWfRCqPgAAwKovrNk+AABg1XdZ6D4AALDqQxXyPgAAsOpbJfg+AACw6ptc/j4AAFj10V0CPwAAWPVBoQU/AABY9Y34CD8AAODgnwkIvwAA4ODniQS/AADg4Jf1AL8AAMDBb5n6vgAAwMFnHvO+AACAg0/y5r4AAAAOfk7NvgAAAPmAQtE+AACAfKDs6D4AAEA+gMf0PgAAQD5gRf0+AAAgH9z3Aj8AACAf9GMHPwAAGLeZhgi/AAAYtzXsA78AADBuy3P+vgAAMG4r3/S+AABg3IYy5r4AAADjNheyvgAAoCNJEeI+AADQkbxm8z4AANCR5Pj9PgBAR7LT/lM/AEBH8h85VD8AgJVD6tBSPwCAlcMYDVM/AICVQzxKUz8AgJXDXohTPwCAlQOEx1M/AICVw64HVD8AgJVD6UhUPwCAlcM0i1Q/AMDj1C4rUz8AwOMUuG9TPwDA4xRmtVM/AMDjVEX8Uz8AwOOUWERUPwDA45SsjVQ/AMDjFEjYVD8AwOMULyRVPwAAMuYEzlM/AAAypqccVD8AADImumxUPwAAMmZDvlQ/AAAyJkwRVT8AADJm5mVVPwBAgPepGFQ/AECAN4ZwVD8AQIA3GMpUPwBAgPdpJVU/AECAd5KCVT8AQIA3muFVPwCAzogsn1Q/AIDOSDICVT8AgM4ITmdVPwCAzkibzlU/AIDOCCg4Vj8AgM6Iy2pVPwCAzsg13FU/AIDOSBxQVj8AwBxaMyNVPwDAHNpsnFU/AMAcGoIYVj8AwBwaj5dWPwAAa6tFdlU/AABra7D7VT8AAGsrgIRWPwBAuXx8bVU/AEC5PKn9VT8AQLm8xZFWPwBABw6lhlU/AEAHzlAjVj8AQAfOo8RWPwCAVd9tx1U/AIBV38xyVj8AgFXfrSNXPwDAo3DqNlY/AMCjsMfzVj8AAPLBxhNWPwAA8kEp3lY/AADyQQiwVz8AQEATZuZWPwBAQBO9yFc/AICO5MYQVz8AgI5k/gVYPwDA3LVYYlc/AAArh/7JVj8AACuHWuFXPwBAeViDYlc/AIDHKfbxVj8AgMcpczRYPwDAFftj5Fc/AABkzNumVz8AQLKdg31XPwCAAO88alc/AMBOQFZvVz8AAJ0RJ49XPwAA6+KfzFc/AEA5NOUqWD8AgIeFh61YPwDA1VbhWFk/AEBy+SuOWD8AwA6cnfZXPwAAXe0HPFk/AID5jwAfWT8AAJYyEkxZPwCAMlVqzVk/AAAdSUoMWT8AwAc9u7pYPwCA8rAx6lg/AEDdJGawWT8AABZqY4NZPwAAT6/tJlo/AEDWxRAfWj8AgKutiZ5ZPwAAgZUVj1o/AADzH1ERWj8AALN7znpaPwDAXUvv01k/AEDzjgS9Wj8AwPpc70xaPwAA+8vmblo/AECfqz2YWT8AQMsQZxtbPwBAW7FHj1o/AEAXt9mEWj8AQLG/fDtbPwAAuK9DE1o/AEB5WAjMWT8AQEMc6/xZPwDAVMGIPFo/AIDecUrYWj8AwIFzxppaPwAAoWczFFw/AEBJnUARWz8AgPs6sF5bPwCAzoiyG10/AEBZhph3XD8AALraSgtcPwBA6gRE+ls/AECHFklhXD8AgJAPmtlcPwDAYn/VDV0/AEBLyF8XXT8AgOYdzyldPwAA9GwcUV0/AMDz/fyXXD8AQOwvoXRdPwDAVuz8g10/AED67STKXT8AgIhjiSRdPwDAZKqwel0/AECPwukSXj8AgFZ9gN5cPwCAHThX3Vw/AIDk8vnaXT8AwPl+NgxePwCAXdyZUF0/AADBOawxXT8AgCSXJZpdPwAAiPQceF4/AMA5I6MZXj8AgOtRtxVePwBAnYAbYl4/AABPrx72Xj8AAE+v3iZePwDAAN7/NF8/AMAA3j/UXj8AwADeeqNePwDAAN7Gnl4/AMAA3sDCXj8AwADehAxfPwDAAN6LeV8/AGAA7+UDYD8AAE+v1hFfPwAAT68W3V8/AICnV2BiYD8AoE7AFBJgPwCA61EGnl8/AMD1KFNqYD8A4JwRZkBgPwAARHqiImA/ACDrYsYQYD8AQJLL2gpgPwBAkss84mA/AIDgnOshYD8AoIeF9z5gPwDALm6fZ2A/AMDVVi6cYD8A4Hw/cdxgPwAAJCjIKGE/AEByeZSvYD8AYBlieRRhPwCgZzMutGA/AMAOHJkyYT8AAF1tgexgPwAgBFathWE/AGBSJw1bYT8AoKD4pD5hPwDA7skfMWE/AAA9G90yYT8AQItsYERhPwCA2T06ZmE/AMAnj96YYT8AAHZgOd1hPwBAxDHXM2I/AIC5677LYT8AwAe9JkliPwAg/XZJCWI/AIDyMB/fYT8AwEACJZ1iPwAgNrzvoGI/AGArdlG9Yj8A4MeYhiFiPwBAvVKicmI/AKCyDA/gYj8AAE+vgJliPwCA61EwcmI/AACI9HtrYj8AgCSXnYdiPwDgwDk4yGI/AGBd3EAvYz8AAKFnKO1iPwCA5PKd1WI/ACAofrHrYj8AwGsJwTFjPwBAr5SgqmM/AACaCKuHYz8AwIR8fZ1jPwBgb/B48GM/AEABTViyYz8AAJOp/rhjPwDgJAbzCGQ/AMBdS9/UYz8AwJaQz/RjPwCgz9UJbmQ/AMCvAyh1ZD8A4DYa/RBkPwAAvjAgGmQ/AEBFRw6aZD8AgHNGXsdkPwDgSC7nq2Q/AEAeFkIkZT8AAELP8pdkPwCgZYhHuWQ/AGAwKjnEZD8AQKK018hkPwAguyfz2GQ/AEB7gx0HZT8AgOLHzGtlPwAAmN3HTGU/AID021mXZT8AYJ+rzZhlPwBgmExXcmU/AIA41i8gZj8AAM4Z6SlmPwDgWBcHwmU/AAAy5uLzZT8AYABv1SxmPwBga5qX62U/AKDLfzhWZj8AYG/wlS1mPwDArwO3t2Y/AMDaipnUZj8AYPCFeSpnPwAgP8bczGY/AIAfY75pZz8AQC7/icBmPwBAxLE21WY/AIAvTJ6LZz8AwAxx7GNnPwDgAgkqymc/AKBVn2uLZz8AQPrtMyBoPwDg0CLTQmg/AOCuJRQdaD8A4PD0KuRnPwCAWtPcaWg/AEAldfKVaD8AwKrPVY1oPwCAjLmrzWg/AIBs53uBaD8AAOeMaOBoPwBg9bkaJWk/AGDjpZuYaD8AAM4ZUexoPwDA91PjVGk/AIA/NV5+aT8AIA3gLYZpPwDATWIQsGk/AAD7y+7XaT8AgO5aQkpqPwDAN/jCUGo/AADQRNgEaj8AAKOSOmFqPwDA1jTvaGo/AMDRAN4yaj8AQIC3QJhqPwDgc7UV5Wo/AGC8dJMraz8AgOCckVZrPwCgad5xdms/AODQIhtlaz8AwJ8aL/9qPwDgWBfXoGs/AMC4jWbdaz8AwMNCnQtsPwAgSntDi2s/AGDV59oVbD8AwHa+v1dsPwDgRgOgVWw/ACCwcgjCbD8AAI9TTDhsPwAAtaYhYmw/AODe4EuRbD8A4G9fp89sPwDAcmh5FW0/AECZKjgNbT8AAO7rIJdtPwAAcaybU20/AAAtsqWjbT8AACL9EpptPwCgAbwJEm4/AADM7iFlbj8AAIGVU/ttPwBgK/Z70W4/AGAZ4kTZbj8A4KNwTYhuPwCAfNADNG8/AKDx0tnubj8AALWmnSFvPwCgxkvrlm8/AKDNqhtObz8AwHvymsJvPwAAeAv2+m8/AIDC9SLYbz8AIFpkdQdwPwCAJsK1QnA/AACaCOspcD8AgA1PWYNwPwAgKH6IdHA/AMBCrcbGcD8AgATF0qBwPwBAxtznzXA/AJDbaCbecD8AYERpW8xwPwBArWlA/HA/ALBp3k4AcT8AECbTbD1xPwAQNjw9RnE/ABBGpWCAcT8AkKkCtH9xPwAgDeARqnE/ADDEsRiUcT8AUHuDpaNxPwBgMtWb1nE/AIDpJtYqcj8AIPTsdjVyPwDA/jKwXXI/AABdbZY4cj8AoGezeJZyPwDQxe0kpHI/ABAkKB/Jcj8A0NVWYptyPwAANJEz63I/ANDlv+Xlcj8AkJduS/NyPwBQSZ1vEnM/ABD7S4pCcz8A4Kz6iYJzPwAwsp3naHM/APBjzJ3Gcz8AQGnvRslzPwCQbpIu2XM/APBztYv1cz8AQHlY5B10PwCQfnuvUXQ/AHDXEpMndD8AwNw13XB0PwCwNc0/W3Q/AAA78Bq4dD8A4JMHUrV0PwDA7J5ju3Q/ABDygd4ydT8A8ErZmUl1PwDQo3AxaHU/AMD8h1mOdT8AoFUfzLt1PwAQAmt4h3U/APBaQrzCdT8A0LPZjgR2PwBAYKXc43U/ACC5fCgydj8AABJUb4Z2PwBwvp+Td3Y/AOBq605udj8A0MOCU9N2PwBAcI7G1HY/ACDJZUFEdz8AkHVx3E93PwAAIj1bYHc/AHDOCKJ1dz8A4HoUl493PwBQJ2Alrnc/AMDTqyzRdz8AMID3nfh3PwCgLENoJHg/ABDZjnlUeD8AgIWayYh4PwAAMqZCwXg/\"},\"shape\":[2781],\"dtype\":\"float64\",\"order\":\"little\"}]]}}},\"view\":{\"type\":\"object\",\"name\":\"CDSView\",\"id\":\"p1418\",\"attributes\":{\"filter\":{\"type\":\"object\",\"name\":\"AllIndices\",\"id\":\"p1419\"}}},\"glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1414\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"green\"}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1415\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"green\",\"line_alpha\":0.1}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Line\",\"id\":\"p1416\",\"attributes\":{\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"line_color\":\"green\",\"line_alpha\":0.2}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p1364\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p1377\"},{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p1378\",\"attributes\":{\"renderers\":\"auto\"}},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p1379\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p1380\",\"attributes\":{\"syncable\":false,\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"handles\":{\"type\":\"object\",\"name\":\"BoxInteractionHandles\",\"id\":\"p1386\",\"attributes\":{\"all\":{\"type\":\"object\",\"name\":\"AreaVisuals\",\"id\":\"p1385\",\"attributes\":{\"fill_color\":\"white\",\"hover_fill_color\":\"lightgray\"}}}}}}}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p1387\"},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p1388\"},{\"type\":\"object\",\"name\":\"HelpTool\",\"id\":\"p1389\"}]}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1372\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1373\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1374\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1375\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1367\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1368\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1369\"},\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1370\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1371\",\"attributes\":{\"axis\":{\"id\":\"p1367\"}}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1376\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1372\"}}},{\"type\":\"object\",\"name\":\"Legend\",\"id\":\"p1399\",\"attributes\":{\"items\":[{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1400\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"desired\"},\"renderers\":[{\"id\":\"p1396\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1410\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"actual\"},\"renderers\":[{\"id\":\"p1407\"}]}},{\"type\":\"object\",\"name\":\"LegendItem\",\"id\":\"p1420\",\"attributes\":{\"label\":{\"type\":\"value\",\"value\":\"diff\"},\"renderers\":[{\"id\":\"p1417\"}]}}]}}]}}]}};\n", + " const render_items = [{\"docid\":\"438c0aa8-0e21-4c8e-bfe3-7b81ce0b8588\",\"roots\":{\"p1356\":\"d151e1e7-533f-4f6c-a8fe-6c496ac4d711\"},\"root_ids\":[\"p1356\"]}];\n", " void root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -741,7 +758,7 @@ }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { - "id": "p1072" + "id": "p1356" } }, "output_type": "display_data" diff --git a/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py index fd9e4cf..4b8cb50 100644 --- a/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py +++ b/tests/functional_tests/pyCFML/cfml_utilities/powder_pattern_from_json/test__powder_pattern_from_json.py @@ -88,7 +88,6 @@ def path_to_desired(file_name:str): def compute_pattern(study_dict:dict): #_, y = crysfml08lib.f_powder_pattern_from_json(study_dict) # returns x and y arrays _, y = cfml_utilities.powder_pattern_from_json(study_dict) # returns x and y arrays - y = y.astype(np.float64) return y # Tests From c8bddfc6bd80de521e351bdab7c9dbf4687e1490 Mon Sep 17 00:00:00 2001 From: Andrew Sazonov Date: Wed, 24 Jul 2024 16:57:39 +0200 Subject: [PATCH 99/99] Try using pkg-config --libs python3-embed on macos --- .github/workflows/main.yml | 4 ++++ pybuild.py | 3 ++- 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 1ef6bc0..791b667 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -2,7 +2,11 @@ name: build-and-test on: push: + branches: + - "**" pull_request: + branches: + - "**" #schedule: # - cron: '*/120 8-18 * * *' # every 2 hours from 8:00 to 18:00 every day diff --git a/pybuild.py b/pybuild.py index b18e46d..2feab9d 100644 --- a/pybuild.py +++ b/pybuild.py @@ -128,7 +128,8 @@ def _python_site_packages(): def _python_lib(): if _platform() == 'macos': - python_lib = '`python3-config --ldflags --embed`' + #python_lib = '`python3-config --ldflags --embed`' + python_lib = '`pkg-config --libs python3-embed`' elif _platform() == 'linux': python_lib = '' elif _platform() == 'windows':