From c6e6ff5d76234d335aa06bcdf5f34cdec7d93a7a Mon Sep 17 00:00:00 2001 From: Chandra Irugalbandara Date: Fri, 19 Jul 2024 19:18:35 +0000 Subject: [PATCH] init python package structure --- .devcontainer/devcontainer.json | 14 ++ .flake8 | 5 + .github/workflows/linitng.yml | 25 +++ .github/workflows/release.yml | 27 +++ .pre-commit-config.yaml | 28 ++++ README.md | 40 ++++- dev.requirements.txt | 3 + docs/.gitkeep | 0 multi_tokenizer/__init__.py | 1 + mypy.ini | 7 + poetry.lock | 285 ++++++++++++++++++++++++++++++++ pyproject.toml | 19 +++ scripts/gh_release.py | 19 +++ support/evaluation.md | 2 +- support/proposal_1.md | 6 +- tests/.gitkeep | 0 16 files changed, 472 insertions(+), 9 deletions(-) create mode 100644 .devcontainer/devcontainer.json create mode 100644 .flake8 create mode 100644 .github/workflows/linitng.yml create mode 100644 .github/workflows/release.yml create mode 100644 .pre-commit-config.yaml create mode 100644 dev.requirements.txt create mode 100644 docs/.gitkeep create mode 100644 multi_tokenizer/__init__.py create mode 100644 mypy.ini create mode 100644 poetry.lock create mode 100644 pyproject.toml create mode 100644 scripts/gh_release.py create mode 100644 tests/.gitkeep diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json new file mode 100644 index 0000000..2937ecb --- /dev/null +++ b/.devcontainer/devcontainer.json @@ -0,0 +1,14 @@ +{ + "name": "Python 3", + "image": "mcr.microsoft.com/devcontainers/python:1-3.12-bullseye", + "features": { + "ghcr.io/meaningful-ooo/devcontainer-features/fish:1": { + "fisher": true + }, + "ghcr.io/devcontainers/features/conda:1": { + "addCondaForge": true, + "version": "latest" + } + }, + "postCreateCommand": "pip3 install --user -r dev.requirements.txt" +} diff --git a/.flake8 b/.flake8 new file mode 100644 index 0000000..99039b2 --- /dev/null +++ b/.flake8 @@ -0,0 +1,5 @@ +[flake8] +exclude = fixtures, build, examples, temp* +plugins = flake8_import_order, flake8_docstrings, flake8_comprehensions, flake8_bugbear, flake8_annotations, pep8_naming, flake8_simplify +max-line-length = 120 +ignore = E203, W503, ANN101, ANN102, I201, ANN401, D401, SIM115 diff --git a/.github/workflows/linitng.yml b/.github/workflows/linitng.yml new file mode 100644 index 0000000..2760623 --- /dev/null +++ b/.github/workflows/linitng.yml @@ -0,0 +1,25 @@ +name: Linting and Pre-commit checks + +on: + pull_request: + push: + branches: + - main + +jobs: + pre-commit: + runs-on: ubuntu-latest + steps: + - name: Check out code + uses: actions/checkout@v2 + + - name: Set up Python + uses: actions/setup-python@v2 + with: + python-version: 3.12 + + - name: Install pre-commit + run: pip install pre-commit + + - name: Run pre-commit hooks + run: pre-commit run --all-files diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml new file mode 100644 index 0000000..7871735 --- /dev/null +++ b/.github/workflows/release.yml @@ -0,0 +1,27 @@ +name: PyPI Release + +on: + workflow_dispatch: + +jobs: + release: + runs-on: ubuntu-latest + steps: + - name: Checkout code + uses: actions/checkout@v2 + - name: Set up Python + uses: actions/setup-python@v2 + with: + python-version: '3.12' + - name: Install Poetry + run: | + pip install poetry + - name: Build and publish package + run: | + poetry config pypi-token.pypi ${{ secrets.PYPI_TOKEN }} + poetry build + poetry publish + - run: pip install githubrelease + - run: python scripts/gh_release.py + env: + GITHUB_TOKEN: ${{ secrets.GH_TOKEN }} diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..c3ea7bf --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,28 @@ +# See https://pre-commit.com for more information +# See https://pre-commit.com/hooks.html for more hooks +repos: +- repo: https://github.com/pre-commit/pre-commit-hooks + rev: v3.2.0 + hooks: + - id: trailing-whitespace + - id: end-of-file-fixer + - id: check-yaml + - id: check-added-large-files +- repo: https://github.com/psf/black + rev: 24.4.2 + hooks: + - id: black +- repo: https://github.com/PyCQA/flake8 + rev: 7.1.0 + hooks: + - id: flake8 + exclude: 'venv|.conda|.git|.vscode|__pycache__|tests|examples|build|dist|.*.egg-info|.*.egg|temp*' + additional_dependencies: [pep8-naming, flake8_import_order, flake8_docstrings, flake8_comprehensions, flake8_bugbear, flake8_annotations, flake8_simplify] +- repo: https://github.com/pre-commit/mirrors-mypy + rev: v1.10.1 + hooks: + - id: mypy + exclude: 'venv|.conda|.git|.vscode|__pycache__|tests|examples|vendor|build|dist|.*.egg-info|.*.egg|temp*' + args: + - --follow-imports=silent + - --ignore-missing-imports diff --git a/README.md b/README.md index 0da327e..f5917e4 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,44 @@ - # Tokenization of Multilingual Texts using Language-Specific Tokenizers - - ## Approaches +# Tokenization of Multilingual Texts using Language-Specific Tokenizers + +## Approaches 1. [Approach 1: Individual tokenizers for each language](support/proposal_1.md) 2. [Approach 2: Unified tokenization approach across languages using utf-8 encondings](support/proposal_2.md) -# Evaluation +## Evaluation - [Evaluation Methodologies](support/evaluation.md#evaluation-metodologies) - [Data Collection and Analysis](support/evaluation.md#7-data-collection-and-analysis) - [Comparative Analysis](support/evaluation.md#8-comparative-analysis) - [Implementation Plan](support/evaluation.md#9-implementation-plan) -- [Future Expansion](support/evaluation.md#10-future-expansion) \ No newline at end of file +- [Future Expansion](support/evaluation.md#10-future-expansion) + +## Development Setup + +### Prerequisites +- Use the Dev Container for easy setup +- Install dev dependencies + ```bash + pip install poetry + poetry install + ``` + +### Linting, Formatting and Type Checking +- Add the directory to safe.directory + ```bash + git config --global --add safe.directory /workspaces/multi-tokenizer + ``` +- Run the following command to lint and format the code + ```bash + pre-commit run --all-files + ``` +- To install pre-commit hooks, run the following command (Recommended) + ```bash + pre-commit install + ``` + +### Running the tests +Run the tests using the following command +```bash +pytest -n "auto" +``` diff --git a/dev.requirements.txt b/dev.requirements.txt new file mode 100644 index 0000000..6530b2d --- /dev/null +++ b/dev.requirements.txt @@ -0,0 +1,3 @@ +pytest +pre-commit +poetry diff --git a/docs/.gitkeep b/docs/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/multi_tokenizer/__init__.py b/multi_tokenizer/__init__.py new file mode 100644 index 0000000..0ee9fe8 --- /dev/null +++ b/multi_tokenizer/__init__.py @@ -0,0 +1 @@ +"""Multi-tokenizer package.""" diff --git a/mypy.ini b/mypy.ini new file mode 100644 index 0000000..f75115b --- /dev/null +++ b/mypy.ini @@ -0,0 +1,7 @@ +[mypy] +python_version = 3.12 +ignore_missing_imports = True +explicit_package_bases = True + +[mypy-requests.*] +ignore_missing_imports = True 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data["tool"]["poetry"]["version"] + +gh_release_create( + "chandralegend/multi-tokenizer", + version, + publish=True, + name=f"v{version}", + asset_pattern="dist/*", + body="Release notes for MTLLM", +) diff --git a/support/evaluation.md b/support/evaluation.md index bb03694..a9f79d4 100644 --- a/support/evaluation.md +++ b/support/evaluation.md @@ -88,4 +88,4 @@ Explanation of approach: - Add support for more languages - Implement adaptive tokenization strategies -- Explore integration with pre-trained language models \ No newline at end of file +- Explore integration with pre-trained language models diff --git a/support/proposal_1.md b/support/proposal_1.md index e6cb5a5..7057db9 100644 --- a/support/proposal_1.md +++ b/support/proposal_1.md @@ -18,9 +18,9 @@ graph LR G --> H ``` -Assume, the input text is `I love NLP.` = `我喜欢自然语言处理.` = `Me encanta NLP.` +Assume, the input text is `I love NLP.` = `我喜欢自然语言处理.` = `Me encanta NLP.` -The system will detect the language of each segment and apply the appropriate tokenizer for that language. +The system will detect the language of each segment and apply the appropriate tokenizer for that language. English Output from Universal Tokenizer: ```xml @@ -87,4 +87,4 @@ Each language-specific tokenizer will be designed to handle the unique character - Arabic: Handle right-to-left script, root-based morphology - ... -Rationale: These choices are based on the linguistic characteristics of each language and empirical performance in preliminary tests. \ No newline at end of file +Rationale: These choices are based on the linguistic characteristics of each language and empirical performance in preliminary tests. diff --git a/tests/.gitkeep b/tests/.gitkeep new file mode 100644 index 0000000..e69de29