From 9784089e65466511b711854f02aa28c43e9ce7f2 Mon Sep 17 00:00:00 2001 From: Dirk Roorda Date: Wed, 9 Oct 2024 17:25:37 +0100 Subject: [PATCH] docs update --- index.js | 2 +- tf/about/annotate.html | 2 +- tf/about/annotateBrowser.html | 5 +- tf/about/apps.html | 2 +- tf/about/background.html | 2 +- tf/about/browser.html | 2 +- tf/about/clientmanual.html | 2 +- tf/about/code.html | 2 +- tf/about/corpora.html | 2 +- tf/about/datamodel.html | 2 +- tf/about/datasharing.html | 2 +- tf/about/displaydesign.html | 2 +- tf/about/faq.html | 2 +- tf/about/fileformats.html | 2 +- tf/about/index.html | 2 +- tf/about/install.html | 2 +- tf/about/manual.html | 2 +- tf/about/optimizations.html | 2 +- tf/about/releases.html | 2 +- tf/about/releasesold.html | 2 +- tf/about/searchdesign.html | 2 +- tf/about/searchusage.html | 2 +- tf/about/tests.html | 2 +- tf/about/use.html | 2 +- tf/about/usefunc.html | 2 +- tf/about/variants.html | 2 +- tf/about/volumes.html | 2 +- tf/advanced/annotate.html | 2 +- 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\ No newline at end of file diff --git a/tf/about/annotate.html b/tf/about/annotate.html index 7f88505a0..7790b6977 100644 --- a/tf/about/annotate.html +++ b/tf/about/annotate.html @@ -317,7 +317,7 @@

Output data

Expand source code -Browse git +Browse git 
"""
 .. include:: ../docs/about/annotate.md
diff --git a/tf/about/annotateBrowser.html b/tf/about/annotateBrowser.html
index 3898be33a..5732c55be 100644
--- a/tf/about/annotateBrowser.html
+++ b/tf/about/annotateBrowser.html
@@ -251,7 +251,8 @@ 
Sophistication

 You can also select or deselect all occurrences in one go.

 
N.B.
 If you have filtered the paragraphs, and under select you have chosen to work with
-all results, selecting and deselecting only work for the occurrences in the filtered paragraphs.
+all results, selecting and deselecting only work for the occurrences in the
+filtered paragraphs.
 The other results are not selectable or deselectable, and will all be
 affected.

 
Several surface forms for one entity

@@ -288,7 +289,7 @@ 
Ergonomics of annotation

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/annotateBrowser.md
diff --git a/tf/about/apps.html b/tf/about/apps.html
index 91e401833..3d2aae4cd 100644
--- a/tf/about/apps.html
+++ b/tf/about/apps.html
@@ -115,7 +115,7 @@ 
Two contexts

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/apps.md
diff --git a/tf/about/background.html b/tf/about/background.html
index 5dedba0c0..de41858d7 100644
--- a/tf/about/background.html
+++ b/tf/about/background.html
@@ -155,7 +155,7 @@ 
History

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/background.md
diff --git a/tf/about/browser.html b/tf/about/browser.html
index f0dcce3df..deea3c870 100644
--- a/tf/about/browser.html
+++ b/tf/about/browser.html
@@ -174,7 +174,7 @@ 
UNICODE in Excel CSVs

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/browser.md
diff --git a/tf/about/clientmanual.html b/tf/about/clientmanual.html
index 260343522..575e12f7e 100644
--- a/tf/about/clientmanual.html
+++ b/tf/about/clientmanual.html
@@ -565,7 +565,7 @@ 
Credits

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/clientmanual.md
diff --git a/tf/about/code.html b/tf/about/code.html
index a68c54c51..cb6b73689 100644
--- a/tf/about/code.html
+++ b/tf/about/code.html
@@ -108,7 +108,7 @@ 
NER

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/code.md
diff --git a/tf/about/corpora.html b/tf/about/corpora.html
index 9044cbb3a..e14d51237 100644
--- a/tf/about/corpora.html
+++ b/tf/about/corpora.html
@@ -353,7 +353,7 @@ 
Extra data

 

 
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+Browse git
 
 
"""
 .. include:: ../docs/about/corpora.md
diff --git a/tf/about/datamodel.html b/tf/about/datamodel.html
index 67b47598e..c14650b4a 100644
--- a/tf/about/datamodel.html
+++ b/tf/about/datamodel.html
@@ -265,7 +265,7 @@ 
Serializing and pre-computing

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/datamodel.md
diff --git a/tf/about/datasharing.html b/tf/about/datasharing.html
index f108159a4..da2648202 100644
--- a/tf/about/datasharing.html
+++ b/tf/about/datasharing.html
@@ -362,7 +362,7 @@ 
More modules at the same time

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/datasharing.md
diff --git a/tf/about/displaydesign.html b/tf/about/displaydesign.html
index 98cdb184e..12fbaf653 100644
--- a/tf/about/displaydesign.html
+++ b/tf/about/displaydesign.html
@@ -151,7 +151,7 @@ 
Output

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/displaydesign.md
diff --git a/tf/about/faq.html b/tf/about/faq.html
index 234da46b4..e2245a9a1 100644
--- a/tf/about/faq.html
+++ b/tf/about/faq.html
@@ -161,7 +161,7 @@ 
GitHub Rate Limit Exceeded!

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/faq.md
diff --git a/tf/about/fileformats.html b/tf/about/fileformats.html
index 79ca2369f..a2dd3936d 100644
--- a/tf/about/fileformats.html
+++ b/tf/about/fileformats.html
@@ -158,7 +158,7 @@ 
Single values

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/fileformats.md
diff --git a/tf/about/index.html b/tf/about/index.html
index 7c8a52433..1eb5e4c1c 100644
--- a/tf/about/index.html
+++ b/tf/about/index.html
@@ -33,7 +33,7 @@ 
Documents

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 # Documents
diff --git a/tf/about/install.html b/tf/about/install.html
index da064268b..7333317b0 100644
--- a/tf/about/install.html
+++ b/tf/about/install.html
@@ -108,7 +108,7 @@ 
Note for Linux users

 

 
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+Browse git
 
 
"""
 .. include:: ../docs/about/install.md
diff --git a/tf/about/manual.html b/tf/about/manual.html
index 515d0577e..a133eb1c6 100644
--- a/tf/about/manual.html
+++ b/tf/about/manual.html
@@ -390,7 +390,7 @@ 
Keyboard shortcuts

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/manual.md
diff --git a/tf/about/optimizations.html b/tf/about/optimizations.html
index aafde4ed6..8ff68a173 100644
--- a/tf/about/optimizations.html
+++ b/tf/about/optimizations.html
@@ -187,7 +187,7 @@ 
Edge features

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/optimizations.md
diff --git a/tf/about/releases.html b/tf/about/releases.html
index 6f3a106fc..87488c72b 100644
--- a/tf/about/releases.html
+++ b/tf/about/releases.html
@@ -569,7 +569,7 @@ 
Older releases

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/releases.md
diff --git a/tf/about/releasesold.html b/tf/about/releasesold.html
index 0e94e4db5..f6f31fa0e 100644
--- a/tf/about/releasesold.html
+++ b/tf/about/releasesold.html
@@ -3455,7 +3455,7 @@ 
Changed

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/releasesold.md
diff --git a/tf/about/searchdesign.html b/tf/about/searchdesign.html
index aaa3c4606..985f60e8d 100644
--- a/tf/about/searchdesign.html
+++ b/tf/about/searchdesign.html
@@ -477,7 +477,7 @@ 
Small-first strategy

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/searchdesign.md
diff --git a/tf/about/searchusage.html b/tf/about/searchusage.html
index c1468ea2c..48e2169e6 100644
--- a/tf/about/searchusage.html
+++ b/tf/about/searchusage.html
@@ -776,7 +776,7 @@ 
Implementation

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/searchusage.md
diff --git a/tf/about/tests.html b/tf/about/tests.html
index 911f731cf..d0bffc718 100644
--- a/tf/about/tests.html
+++ b/tf/about/tests.html
@@ -71,7 +71,7 @@ 
Relations

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/tests.md
diff --git a/tf/about/use.html b/tf/about/use.html
index 6e53025ad..d24502c88 100644
--- a/tf/about/use.html
+++ b/tf/about/use.html
@@ -90,7 +90,7 @@ 
TF API

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/use.md
diff --git a/tf/about/usefunc.html b/tf/about/usefunc.html
index f82d85bb0..cb80e10c3 100644
--- a/tf/about/usefunc.html
+++ b/tf/about/usefunc.html
@@ -419,7 +419,7 @@ 
Prevent data loading

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/usefunc.md
diff --git a/tf/about/variants.html b/tf/about/variants.html
index 9b1f596cc..5ee8e5285 100644
--- a/tf/about/variants.html
+++ b/tf/about/variants.html
@@ -438,7 +438,7 @@ 
The stack

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/variants.md
diff --git a/tf/about/volumes.html b/tf/about/volumes.html
index f1983a662..9a50d2b19 100644
--- a/tf/about/volumes.html
+++ b/tf/about/volumes.html
@@ -323,7 +323,7 @@ 
Reflection

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: ../docs/about/volumes.md
diff --git a/tf/advanced/annotate.html b/tf/advanced/annotate.html
index 8a7a7bfe9..b07e1befb 100644
--- a/tf/advanced/annotate.html
+++ b/tf/advanced/annotate.html
@@ -34,7 +34,7 @@ 
Module tf.advanced.annotate

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 Enable manual annotation APIs.
diff --git a/tf/advanced/app.html b/tf/advanced/app.html
index 9237b4130..a9413116c 100644
--- a/tf/advanced/app.html
+++ b/tf/advanced/app.html
@@ -31,7 +31,7 @@ 
Module tf.advanced.app

 

 
 Expand source code
-Browse git
+Browse git
 
 
import types
 import traceback
@@ -990,7 +990,7 @@ 
Parameters

 

 
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-Browse git
+Browse git
 
 
class App:
     def __init__(
diff --git a/tf/advanced/condense.html b/tf/advanced/condense.html
index b348aa72b..23cf0fbc6 100644
--- a/tf/advanced/condense.html
+++ b/tf/advanced/condense.html
@@ -31,7 +31,7 @@ 
Module tf.advanced.condense

 

 
 Expand source code
-Browse git
+Browse git
 
 
def condense(api, tuples, condenseType, multiple=False):
     F = api.F
diff --git a/tf/advanced/data.html b/tf/advanced/data.html
index 619624094..95acce4a8 100644
--- a/tf/advanced/data.html
+++ b/tf/advanced/data.html
@@ -31,7 +31,7 @@ 
Module tf.advanced.data

 

 
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-Browse git
+Browse git
 
 
from ..core.helpers import itemize
 from ..core.files import backendRep, expandDir, prefixSlash, normpath
@@ -541,7 +541,7 @@ 
Parameters

 

 
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-Browse git
+Browse git
 
 
class AppData:
     def __init__(
diff --git a/tf/advanced/display.html b/tf/advanced/display.html
index 8f4ac5509..9f65a3f04 100644
--- a/tf/advanced/display.html
+++ b/tf/advanced/display.html
@@ -69,7 +69,7 @@ 
See also

 

 
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-Browse git
+Browse git
 
 
"""
 # Display
diff --git a/tf/advanced/find.html b/tf/advanced/find.html
index d1d661e7e..523314b3f 100644
--- a/tf/advanced/find.html
+++ b/tf/advanced/find.html
@@ -31,7 +31,7 @@ 
Module tf.advanced.find

 

 
 Expand source code
-Browse git
+Browse git
 
 
import sys
 from importlib import util
diff --git a/tf/advanced/helpers.html b/tf/advanced/helpers.html
index c75ad66df..3ebc92ebb 100644
--- a/tf/advanced/helpers.html
+++ b/tf/advanced/helpers.html
@@ -31,7 +31,7 @@ 
Module tf.advanced.helpers

 

 
 Expand source code
-Browse git
+Browse git
 
 
import collections
 from textwrap import dedent
diff --git a/tf/advanced/highlight.html b/tf/advanced/highlight.html
index d4d44af35..8b104affb 100644
--- a/tf/advanced/highlight.html
+++ b/tf/advanced/highlight.html
@@ -31,7 +31,7 @@ 
Module tf.advanced.highlight

 

 
 Expand source code
-Browse git
+Browse git
 
 
from .search import runSearch
 
diff --git a/tf/advanced/index.html b/tf/advanced/index.html
index 057088fa0..1509398ad 100644
--- a/tf/advanced/index.html
+++ b/tf/advanced/index.html
@@ -66,7 +66,7 @@ 
Advanced API

 

 
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-Browse git
+Browse git
 
 
"""
 # Advanced API
diff --git a/tf/advanced/interchange.html b/tf/advanced/interchange.html
index ba52fb528..7f0ee1afd 100644
--- a/tf/advanced/interchange.html
+++ b/tf/advanced/interchange.html
@@ -35,7 +35,7 @@ 
Module tf.advanced.interchange

 

 
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-Browse git
+Browse git
 
 
"""
 Produce exports of the whole dataset in different formats.
diff --git a/tf/advanced/links.html b/tf/advanced/links.html
index 0c0ce0804..8a083dbe2 100644
--- a/tf/advanced/links.html
+++ b/tf/advanced/links.html
@@ -32,7 +32,7 @@ 
Module tf.advanced.links

 

 
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-Browse git
+Browse git
 
 
"""
 Produce links to TF data and links from nodes to web resources.
diff --git a/tf/advanced/options.html b/tf/advanced/options.html
index 97fbd62e8..d31684439 100644
--- a/tf/advanced/options.html
+++ b/tf/advanced/options.html
@@ -392,7 +392,7 @@ 
Parameters

 

 
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-Browse git
+Browse git
 
 
"""
 # Display Settings.
@@ -1144,7 +1144,7 @@ 
Classes

 

 
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-Browse git
+Browse git
 
 
class Options:
     def __init__(self, app):
@@ -1366,7 +1366,7 @@ 
Methods

 

 
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-Browse git
+Browse git
 
 
class OptionsCurrent:
     def __init__(self, options):
diff --git a/tf/advanced/render.html b/tf/advanced/render.html
index 6dcb9431a..207323f68 100644
--- a/tf/advanced/render.html
+++ b/tf/advanced/render.html
@@ -45,7 +45,7 @@ 
Information shielding

 

 
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-Browse git
+Browse git
 
 
"""
 # Render
diff --git a/tf/advanced/repo.html b/tf/advanced/repo.html
index 4baf200ce..9be42b8ac 100644
--- a/tf/advanced/repo.html
+++ b/tf/advanced/repo.html
@@ -295,7 +295,7 @@ 
Updating a corpus that you alre
 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 # Auto downloading from a back-end repository
@@ -2822,7 +2822,7 @@ 
Classes

 

 
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-Browse git
+Browse git
 
 
class Checkout:
     """Auxiliary class for `checkoutRepo`"""
@@ -4111,7 +4111,7 @@ 
Methods

 

 
 Expand source code
-Browse git
+Browse git
 
 
class Repo:
     """Auxiliary class for `releaseData`"""
diff --git a/tf/advanced/search.html b/tf/advanced/search.html
index f9290a602..a7db7972a 100644
--- a/tf/advanced/search.html
+++ b/tf/advanced/search.html
@@ -32,7 +32,7 @@ 
Module tf.advanced.search

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 Calls from the advanced API to the Search API.
diff --git a/tf/advanced/sections.html b/tf/advanced/sections.html
index 223bf012b..4eee64e37 100644
--- a/tf/advanced/sections.html
+++ b/tf/advanced/sections.html
@@ -49,7 +49,7 @@ 
Structure

 

 
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-Browse git
+Browse git
 
 
"""Section
 
diff --git a/tf/advanced/settings.html b/tf/advanced/settings.html
index eeac6ea05..82b3eb4e4 100644
--- a/tf/advanced/settings.html
+++ b/tf/advanced/settings.html
@@ -844,7 +844,7 @@ 
writing

 

 
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-Browse git
+Browse git
 
 
"""
 # App settings
@@ -2937,7 +2937,7 @@ 
Classes

 

 
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-Browse git
+Browse git
 
 
class AppCurrent:
     def __init__(self, specs):
@@ -2988,7 +2988,7 @@ 
Methods

 

 
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-Browse git
+Browse git
 
 
class Check:
     def __init__(self, app, withApi):
diff --git a/tf/advanced/tables.html b/tf/advanced/tables.html
index be7a797cd..f755bcdd2 100644
--- a/tf/advanced/tables.html
+++ b/tf/advanced/tables.html
@@ -31,7 +31,7 @@ 
Module tf.advanced.tables

 

 
 Expand source code
-Browse git
+Browse git
 
 
from ..core.text import DEFAULT_FORMAT
 from .helpers import getHeaders, RESULT
diff --git a/tf/advanced/text.html b/tf/advanced/text.html
index 8fafad37a..59250a21e 100644
--- a/tf/advanced/text.html
+++ b/tf/advanced/text.html
@@ -31,7 +31,7 @@ 
Module tf.advanced.text

 

 
 Expand source code
-Browse git
+Browse git
 
 
import types
 from textwrap import dedent
diff --git a/tf/advanced/unravel.html b/tf/advanced/unravel.html
index 40dd35694..9622fc023 100644
--- a/tf/advanced/unravel.html
+++ b/tf/advanced/unravel.html
@@ -35,7 +35,7 @@ 
Unravel

 

 
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-Browse git
+Browse git
 
 
"""
 # Unravel
@@ -758,7 +758,7 @@ 
Classes

 

 
 Expand source code
-Browse git
+Browse git
 
 
class NodeProps:
     """Node properties during plain() or pretty().
@@ -851,7 +851,7 @@ 
Instance variables

 

 
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-Browse git
+Browse git
 
 
class OuterSettings:
     """Common properties during plain() and pretty().
@@ -933,7 +933,7 @@ 
Instance variables

 

 
 Expand source code
-Browse git
+Browse git
 
 
class TreeInfo:
     """Tree properties during plain() or pretty().
diff --git a/tf/advanced/volumes.html b/tf/advanced/volumes.html
index ae8822f34..ced4f0198 100644
--- a/tf/advanced/volumes.html
+++ b/tf/advanced/volumes.html
@@ -32,7 +32,7 @@ 
Module tf.advanced.volumes

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 Produce links to TF data and links from nodes to web resources.
diff --git a/tf/advanced/zipdata.html b/tf/advanced/zipdata.html
index be8f818ac..dde317a09 100644
--- a/tf/advanced/zipdata.html
+++ b/tf/advanced/zipdata.html
@@ -31,7 +31,7 @@ 
Module tf.advanced.zipdata

 

 
 Expand source code
-Browse git
+Browse git
 
 
import sys
 import types
diff --git a/tf/app.html b/tf/app.html
index 402a3fa96..1ad6f0a9f 100644
--- a/tf/app.html
+++ b/tf/app.html
@@ -39,7 +39,7 @@ 
Module tf.app

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 Make use of a corpus.
diff --git a/tf/browser/command.html b/tf/browser/command.html
index 1fa9300b3..8f86e5d11 100644
--- a/tf/browser/command.html
+++ b/tf/browser/command.html
@@ -32,7 +32,7 @@ 
Module tf.browser.command

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 Command-line argument processing
diff --git a/tf/browser/html.html b/tf/browser/html.html
index a34f15c71..347fbfcd4 100644
--- a/tf/browser/html.html
+++ b/tf/browser/html.html
@@ -32,7 +32,7 @@ 
Module tf.browser.html

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""HTML generation done in the Pythonic way.
 """
@@ -281,7 +281,7 @@ 
Classes

 

 
 Expand source code
-Browse git
+Browse git
 
 
class H:
     """Provider of HTML serializing functions per element type.
diff --git a/tf/browser/index.html b/tf/browser/index.html
index 81f7b3217..e29037dbf 100644
--- a/tf/browser/index.html
+++ b/tf/browser/index.html
@@ -32,7 +32,7 @@ 
Local TF data and web server

 

 
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-Browse git
+Browse git
 
 
"""
 # Local TF data and web server
diff --git a/tf/browser/kernel.html b/tf/browser/kernel.html
index 7cb1931b7..668d9acac 100644
--- a/tf/browser/kernel.html
+++ b/tf/browser/kernel.html
@@ -38,7 +38,7 @@ 
Kernel API

 

 
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-Browse git
+Browse git
 
 
"""
 # TF kernel
diff --git a/tf/browser/ner/form.html b/tf/browser/ner/form.html
index 3cd9fc8dc..48acad90a 100644
--- a/tf/browser/ner/form.html
+++ b/tf/browser/ner/form.html
@@ -35,7 +35,7 @@ 
Module tf.browser.ner.form

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""Machinery for request reading.
 
@@ -221,7 +221,7 @@ 
Parameters

 

 
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-Browse git
+Browse git
 
 
class Form:
     def __init__(
diff --git a/tf/browser/ner/fragments.html b/tf/browser/ner/fragments.html
index bbe8503aa..c288c4abe 100644
--- a/tf/browser/ner/fragments.html
+++ b/tf/browser/ner/fragments.html
@@ -33,7 +33,7 @@ 
Module tf.browser.ner.fragments

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""Wraps various pieces into HTML.
 
@@ -573,8 +573,8 @@ 
Module tf.browser.ner.fragments

         v = self.v
         ner = self.ner
         setIsX = ner.setIsX
+        bucketType = ner.bucketType
         settings = ner.settings
-        bucketType = settings.bucketType
         features = settings.features
 
         setData = ner.getSetData()
@@ -705,8 +705,7 @@ 
Module tf.browser.ner.fragments

         txt = v.txt
         eTxt = v.etxt
         ner = self.ner
-        settings = ner.settings
-        bucketType = settings.bucketType
+        bucketType = ner.bucketType
         setIsRo = ner.setIsRo
         hasOcc = txt != ""
         hasEnt = eTxt != ""
@@ -1086,7 +1085,7 @@ 
Classes

 

 
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-Browse git
+Browse git
 
 
class Fragments:
     def wrapMessages(self):
@@ -1607,8 +1606,8 @@ 
Classes

         v = self.v
         ner = self.ner
         setIsX = ner.setIsX
+        bucketType = ner.bucketType
         settings = ner.settings
-        bucketType = settings.bucketType
         features = settings.features
 
         setData = ner.getSetData()
@@ -1739,8 +1738,7 @@ 
Classes

         txt = v.txt
         eTxt = v.etxt
         ner = self.ner
-        settings = ner.settings
-        bucketType = settings.bucketType
+        bucketType = ner.bucketType
         setIsRo = ner.setIsRo
         hasOcc = txt != ""
         hasEnt = eTxt != ""
diff --git a/tf/browser/ner/request.html b/tf/browser/ner/request.html
index a1be498f5..def661b37 100644
--- a/tf/browser/ner/request.html
+++ b/tf/browser/ner/request.html
@@ -32,7 +32,7 @@ 
Module tf.browser.ner.request

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""Auxiliary functions for managing request data.
 """
@@ -255,8 +255,8 @@ 
Module tf.browser.ner.request

         `form` dictionary to values that are stored in the `v` dictionary.
         """
         ner = self.ner
+        bucketType = ner.bucketType
         settings = ner.settings
-        bucketType = settings.bucketType
         features = settings.features
 
         appName = ner.appName
@@ -383,7 +383,7 @@ 
Classes

 

 
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-Browse git
+Browse git
 
 
class Request(Form):
     def __init__(self):
@@ -594,8 +594,8 @@ 
Classes

         `form` dictionary to values that are stored in the `v` dictionary.
         """
         ner = self.ner
+        bucketType = ner.bucketType
         settings = ner.settings
-        bucketType = settings.bucketType
         features = settings.features
 
         appName = ner.appName
diff --git a/tf/browser/ner/serve.html b/tf/browser/ner/serve.html
index 97a0019ee..603cd2b70 100644
--- a/tf/browser/ner/serve.html
+++ b/tf/browser/ner/serve.html
@@ -34,7 +34,7 @@ 
Module tf.browser.ner.serve

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""Main controller for Flask
 
@@ -457,7 +457,7 @@ 
Parameters

 

 
 Expand source code
-Browse git
+Browse git
 
 
class Serve(Request, Fragments):
     def __init__(self, web):
diff --git a/tf/browser/ner/web.html b/tf/browser/ner/web.html
index 31150bdf9..255660164 100644
--- a/tf/browser/ner/web.html
+++ b/tf/browser/ner/web.html
@@ -32,7 +32,7 @@ 
Module tf.browser.ner.web

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""Flask sub web app in the TF browser.
 """
diff --git a/tf/browser/ner/websettings.html b/tf/browser/ner/websettings.html
index 6c52a5c35..bd15e55b6 100644
--- a/tf/browser/ner/websettings.html
+++ b/tf/browser/ner/websettings.html
@@ -31,7 +31,7 @@ 
Module tf.browser.ner.websettings

 

 
 Expand source code
-Browse git
+Browse git
 
 
from ..html import H
 
diff --git a/tf/browser/serve.html b/tf/browser/serve.html
index e516e2c9d..fa9698011 100644
--- a/tf/browser/serve.html
+++ b/tf/browser/serve.html
@@ -37,7 +37,7 @@ 
Dress TF nodes up for serving
 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 # Dress TF nodes up for serving on the web
diff --git a/tf/browser/servelib.html b/tf/browser/servelib.html
index 4ff9d1882..787d9789f 100644
--- a/tf/browser/servelib.html
+++ b/tf/browser/servelib.html
@@ -39,7 +39,7 @@ 
About

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 # Common Server Related Functions
diff --git a/tf/browser/start.html b/tf/browser/start.html
index 682a85171..ee4ead1bf 100644
--- a/tf/browser/start.html
+++ b/tf/browser/start.html
@@ -89,7 +89,7 @@ 
Implementation notes

 

 
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-Browse git
+Browse git
 
 
"""
 # Start the TF browser
diff --git a/tf/browser/web.html b/tf/browser/web.html
index 8d89f909a..649c8135c 100644
--- a/tf/browser/web.html
+++ b/tf/browser/web.html
@@ -114,7 +114,7 @@ 
JavaScript

 

 
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-Browse git
+Browse git
 
 
"""
 # Web interface
@@ -431,7 +431,7 @@ 
Classes

 

 
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-Browse git
+Browse git
 
 
class Web:
     def __init__(self, kernelApi):
diff --git a/tf/browser/wrap.html b/tf/browser/wrap.html
index 719d2b9a5..ce61408d2 100644
--- a/tf/browser/wrap.html
+++ b/tf/browser/wrap.html
@@ -33,7 +33,7 @@ 
Wrap material into HTML

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 # Wrap material into HTML
diff --git a/tf/capable.html b/tf/capable.html
index cdc621615..bb369d9e5 100644
--- a/tf/capable.html
+++ b/tf/capable.html
@@ -86,7 +86,7 @@ 
Optional dependencies

 

 
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-Browse git
+Browse git
 
 
"""Dependency management.
 
@@ -500,7 +500,7 @@ 
Classes

 

 
 Expand source code
-Browse git
+Browse git
 
 
class Capable:
     """Import modules for back-end communication if possible.
@@ -684,7 +684,7 @@ 
Parameters

 

 
 Expand source code
-Browse git
+Browse git
 
 
class CheckImport:
     def __init__(self, *modules, optional=False):
diff --git a/tf/cheatsheet.html b/tf/cheatsheet.html
index 44a1faf84..f54449dff 100644
--- a/tf/cheatsheet.html
+++ b/tf/cheatsheet.html
@@ -1688,7 +1688,7 @@ 
Command-line tools

 

 
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-Browse git
+Browse git
 
 
"""
 .. include:: docs/main/cheatsheet.md
diff --git a/tf/clean.html b/tf/clean.html
index 0ac817f02..79acee5d9 100644
--- a/tf/clean.html
+++ b/tf/clean.html
@@ -40,7 +40,7 @@ 
Clean

 

 
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-Browse git
+Browse git
 
 
"""
 # Clean
diff --git a/tf/client/index.html b/tf/client/index.html
index 6738af095..c1b4d7566 100644
--- a/tf/client/index.html
+++ b/tf/client/index.html
@@ -57,7 +57,7 @@ 
Acknowledgments

 

 
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"""
 # Layered Search
diff --git a/tf/client/make/build.html b/tf/client/make/build.html
index 3f171f9ac..5a620a5e3 100644
--- a/tf/client/make/build.html
+++ b/tf/client/make/build.html
@@ -81,7 +81,7 @@ 
Commands

 

 
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"""
 # Usage
@@ -1532,7 +1532,7 @@ 
Classes

 

 
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class Make:
     def __init__(
diff --git a/tf/client/make/gh.html b/tf/client/make/gh.html
index 1a1cad031..47ed049da 100644
--- a/tf/client/make/gh.html
+++ b/tf/client/make/gh.html
@@ -31,7 +31,7 @@ 
Module tf.client.make.gh

 

 
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+Browse git
 
 
import sys
 import os
diff --git a/tf/client/make/help.html b/tf/client/make/help.html
index 652f4562d..3bcfbebe0 100644
--- a/tf/client/make/help.html
+++ b/tf/client/make/help.html
@@ -31,7 +31,7 @@ 
Module tf.client.make.help

 

 
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+Browse git
 
 
HELP = """
 tf-make [--backend={backend} {org}/{repo} serve {folder}
diff --git a/tf/client/make/index.html b/tf/client/make/index.html
index 46aec413d..72a61f1d0 100644
--- a/tf/client/make/index.html
+++ b/tf/client/make/index.html
@@ -32,7 +32,7 @@ 
Module tf.client.make

 

 
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"""
 The search app make program
diff --git a/tf/convert/addnlp.html b/tf/convert/addnlp.html
index c86a872e7..3551440ca 100644
--- a/tf/convert/addnlp.html
+++ b/tf/convert/addnlp.html
@@ -114,7 +114,7 @@ 
Examples

 

 
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"""Add data from an NLP pipeline.
 
@@ -1844,7 +1844,7 @@ 
Parameters

 

 
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class NLPipeline(CheckImport):
     def __init__(
diff --git a/tf/convert/app/app.html b/tf/convert/app/app.html
index a68a51a60..e135285e1 100644
--- a/tf/convert/app/app.html
+++ b/tf/convert/app/app.html
@@ -31,7 +31,7 @@ 
Module tf.convert.app.app

 

 
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import types
 from tf.advanced.app import App
@@ -138,7 +138,7 @@ 
Parameters

 

 
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class TfApp(App):
     def __init__(app, *args, **kwargs):
diff --git a/tf/convert/helpers.html b/tf/convert/helpers.html
index 11e6a9b7f..fd6b72843 100644
--- a/tf/convert/helpers.html
+++ b/tf/convert/helpers.html
@@ -31,7 +31,7 @@ 
Module tf.convert.helpers

 

 
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+Browse git
 
 
import re
 from textwrap import dedent
diff --git a/tf/convert/iiif.html b/tf/convert/iiif.html
index 2098de83d..6c4924abc 100644
--- a/tf/convert/iiif.html
+++ b/tf/convert/iiif.html
@@ -31,7 +31,7 @@ 
Module tf.convert.iiif

 

 
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from ..core.files import (
     readYaml,
@@ -278,7 +278,7 @@ 
Classes

 

 
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class IIIF:
     def __init__(self, teiVersion, app, pageInfoFile, prod=False, silent=False):
diff --git a/tf/convert/index.html b/tf/convert/index.html
index 4748935ad..4b5a766c7 100644
--- a/tf/convert/index.html
+++ b/tf/convert/index.html
@@ -39,7 +39,7 @@ 
Various forms of data interchange

 
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"""
 # Various forms of data interchange
diff --git a/tf/convert/makewatm.html b/tf/convert/makewatm.html
index ff05e50d7..6b06e0687 100644
--- a/tf/convert/makewatm.html
+++ b/tf/convert/makewatm.html
@@ -31,7 +31,7 @@ 
Module tf.convert.makewatm

 

 
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import sys
 from textwrap import dedent
@@ -609,7 +609,7 @@ 
Parameters

 

 
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class MakeWATM:
     """Base class for running conversions to WATM.
diff --git a/tf/convert/mql.html b/tf/convert/mql.html
index c1e19ca62..132c7db71 100644
--- a/tf/convert/mql.html
+++ b/tf/convert/mql.html
@@ -145,7 +145,7 @@ 
Naming of features in MQL

 

 
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"""
 # MQL
@@ -1385,7 +1385,7 @@ 
Classes

 

 
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class MQL:
     def __init__(self, app, mqlDb, exportDir, silent=SILENT_D):
diff --git a/tf/convert/pagexml.html b/tf/convert/pagexml.html
index 51e0c5d5d..b03c00865 100644
--- a/tf/convert/pagexml.html
+++ b/tf/convert/pagexml.html
@@ -31,7 +31,7 @@ 
Module tf.convert.pagexml

 

 
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import sys
 from subprocess import run
@@ -1229,7 +1229,7 @@ 
Parameters

 

 
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class PageXML(CheckImport):
     def __init__(
diff --git a/tf/convert/pandas.html b/tf/convert/pandas.html
index 0476b8f2c..57b3235df 100644
--- a/tf/convert/pandas.html
+++ b/tf/convert/pandas.html
@@ -61,7 +61,7 @@ 
Examples

 

 
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"""
 # Export a TF dataset to a `pandas` data frame.
diff --git a/tf/convert/recorder.html b/tf/convert/recorder.html
index a0afcd3a8..ca3cbcbd4 100644
--- a/tf/convert/recorder.html
+++ b/tf/convert/recorder.html
@@ -185,7 +185,7 @@ 
Usage

 

 
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"""
 # Recorder
@@ -964,7 +964,7 @@ 
Parameters

 

 
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class Recorder:
     def __init__(self, api=None):
diff --git a/tf/convert/tei.html b/tf/convert/tei.html
index bb795d5d0..6300ece7e 100644
--- a/tf/convert/tei.html
+++ b/tf/convert/tei.html
@@ -461,7 +461,7 @@ 
Examples

 

 
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"""
 # TEI import
@@ -5344,7 +5344,7 @@ 
Parameters

 

 
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class TEI(CheckImport):
     def __init__(
diff --git a/tf/convert/tf.html b/tf/convert/tf.html
index 5c9a949dc..bda157096 100644
--- a/tf/convert/tf.html
+++ b/tf/convert/tf.html
@@ -32,7 +32,7 @@ 
Raw, unoptimised data from TF files<
 

 
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"""
 # Raw, unoptimised data from TF files
diff --git a/tf/convert/variants.html b/tf/convert/variants.html
index 5c5748ec1..534d8a36b 100644
--- a/tf/convert/variants.html
+++ b/tf/convert/variants.html
@@ -38,7 +38,7 @@ 
Variants

 

 
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"""
 # Variants
@@ -676,7 +676,7 @@ 
Parameters

 

 
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class Variants:
     def __init__(self, cv, cur, baseWitness, sentType, checkPunc, addWarning, addError):
diff --git a/tf/convert/walker.html b/tf/convert/walker.html
index a9ff38f8e..7384bc1b1 100644
--- a/tf/convert/walker.html
+++ b/tf/convert/walker.html
@@ -157,7 +157,7 @@ 
Action methods

 

 
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"""
 # Walker
@@ -1973,7 +1973,7 @@ 
Classes

 

 
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class CV:
     S = "slot"
diff --git a/tf/convert/watm.html b/tf/convert/watm.html
index 2242a7823..d334b2384 100644
--- a/tf/convert/watm.html
+++ b/tf/convert/watm.html
@@ -498,7 +498,7 @@ 
Caveat

 

 
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"""Export to Web Annotation Text Model
 
@@ -3157,7 +3157,7 @@ 
Parameters

 

 
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class WATM:
     """The export machinery is exposed as a class, wrapped around a TF dataset."""
@@ -5134,7 +5134,7 @@ 
Parameters

 

 
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class WATMS:
     """Export corpora that are divided over multiple TF datasets.
diff --git a/tf/convert/xml.html b/tf/convert/xml.html
index 42251c586..4c9cbe6ab 100644
--- a/tf/convert/xml.html
+++ b/tf/convert/xml.html
@@ -135,7 +135,7 @@ 
Examples

 

 
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"""
 # XML import
@@ -1526,7 +1526,7 @@ 
Parameters

 

 
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class XML(CheckImport):
     def __init__(
diff --git a/tf/convert/xmlCustom.html b/tf/convert/xmlCustom.html
index 009ed376d..23b82dd14 100644
--- a/tf/convert/xmlCustom.html
+++ b/tf/convert/xmlCustom.html
@@ -31,7 +31,7 @@ 
Module tf.convert.xmlCustom

 

 
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+Browse git
 
 
import re
 from io import BytesIO
diff --git a/tf/core/api.html b/tf/core/api.html
index 8f10cc5ce..e98b4dbbb 100644
--- a/tf/core/api.html
+++ b/tf/core/api.html
@@ -33,7 +33,7 @@ 
The core API of TF.

 

 
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"""
 # The core API of TF.
@@ -675,7 +675,7 @@ 
Classes

 

 
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class Api:
     def __init__(self, TF):
diff --git a/tf/core/command.html b/tf/core/command.html
index e77bbca41..b54168640 100644
--- a/tf/core/command.html
+++ b/tf/core/command.html
@@ -31,7 +31,7 @@ 
Module tf.core.command

 

 
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import sys
 from textwrap import dedent
diff --git a/tf/core/computed.html b/tf/core/computed.html
index 498ca9b7a..b1881e227 100644
--- a/tf/core/computed.html
+++ b/tf/core/computed.html
@@ -52,7 +52,7 @@ 
Pre-computed data components

 

 
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"""
 # Pre-computed data components
@@ -117,7 +117,7 @@ 
Classes

 

 
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class Computed:
     """Provides access to pre-computed data.
@@ -138,7 +138,7 @@ 
Classes

 

 
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class Computeds:
     pass

diff --git a/tf/core/data.html b/tf/core/data.html
index 11bb41457..b103a78cc 100644
--- a/tf/core/data.html
+++ b/tf/core/data.html
@@ -31,7 +31,7 @@ 
Module tf.core.data

 

 
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import array
 import gc
@@ -775,7 +775,7 @@ 
Classes

 

 
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class Data:
     def __init__(
diff --git a/tf/core/edgefeature.html b/tf/core/edgefeature.html
index 5f9b6287c..a6c9ad25c 100644
--- a/tf/core/edgefeature.html
+++ b/tf/core/edgefeature.html
@@ -46,7 +46,7 @@ 
Module tf.core.edgefeature

 

 
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"""
 Mappings from edges to values.
@@ -347,7 +347,7 @@ 
Classes

 

 
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class EdgeFeature:
     """Provides access to (edge) feature data.
@@ -771,7 +771,7 @@ 
Returns

 

 
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class EdgeFeatures:
     pass

diff --git a/tf/core/fabric.html b/tf/core/fabric.html
index 76b3d3812..b11f92b4d 100644
--- a/tf/core/fabric.html
+++ b/tf/core/fabric.html
@@ -41,7 +41,7 @@ 

 
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"""
 # `FabricCore`
@@ -1206,7 +1206,7 @@ 
Returns

 

 
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class FabricCore:
     """Initialize the core API for a corpus.
diff --git a/tf/core/files.html b/tf/core/files.html
index 060ad7186..515954f5e 100644
--- a/tf/core/files.html
+++ b/tf/core/files.html
@@ -31,7 +31,7 @@ 
Module tf.core.files

 

 
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import os
 import json
diff --git a/tf/core/generic.html b/tf/core/generic.html
index 4b4ecb4b4..040e644ea 100644
--- a/tf/core/generic.html
+++ b/tf/core/generic.html
@@ -31,7 +31,7 @@ 
Module tf.core.generic

 

 
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class AttrDict(dict):
     """Turn a dict into an object with attributes.
@@ -249,7 +249,7 @@ 
Classes

 

 
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class AttrDict(dict):
     """Turn a dict into an object with attributes.
diff --git a/tf/core/helpers.html b/tf/core/helpers.html
index 5646f6390..cf914b5f9 100644
--- a/tf/core/helpers.html
+++ b/tf/core/helpers.html
@@ -31,7 +31,7 @@ 
Module tf.core.helpers

 

 
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import os
 import sys
diff --git a/tf/core/index.html b/tf/core/index.html
index 6f9941668..2d73b0f0a 100644
--- a/tf/core/index.html
+++ b/tf/core/index.html
@@ -44,7 +44,7 @@ 
Core API of TF

 

 
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"""
 # Core API of TF
diff --git a/tf/core/locality.html b/tf/core/locality.html
index 2e87bab10..566fabd95 100644
--- a/tf/core/locality.html
+++ b/tf/core/locality.html
@@ -32,7 +32,7 @@ 
Local navigation between nodes.

 

 
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"""
 # Local navigation between nodes.
@@ -404,7 +404,7 @@ 
Classes

 

 
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class Locality:
     """Methods by which you can navigate from a node to its neighbourhood.
diff --git a/tf/core/nodefeature.html b/tf/core/nodefeature.html
index 495ab60bb..1844755fa 100644
--- a/tf/core/nodefeature.html
+++ b/tf/core/nodefeature.html
@@ -41,7 +41,7 @@ 
Mappings from nodes to values.

 

 
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"""
 # Mappings from nodes to values.
@@ -197,7 +197,7 @@ 
Classes

 

 
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class NodeFeature:
     """Provides access to (node) feature data.
@@ -395,7 +395,7 @@ 
Returns

 

 
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class NodeFeatures:
     pass

diff --git a/tf/core/nodes.html b/tf/core/nodes.html
index 20c9a1ad2..1d8cf4a7e 100644
--- a/tf/core/nodes.html
+++ b/tf/core/nodes.html
@@ -81,7 +81,7 @@ 
Canonical Order

 

 
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"""
 # Node organization
@@ -399,7 +399,7 @@ 
Classes

 

 
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class Nodes:
     def __init__(self, api):
diff --git a/tf/core/oslotsfeature.html b/tf/core/oslotsfeature.html
index 53cd79018..cd19159ea 100644
--- a/tf/core/oslotsfeature.html
+++ b/tf/core/oslotsfeature.html
@@ -35,7 +35,7 @@ 
Access to oslots feature dat
 

 
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"""
 # Access to `oslots` feature data.
@@ -120,7 +120,7 @@ 
Classes

 

 
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class OslotsFeature:
     def __init__(self, api, metaData, data):
diff --git a/tf/core/otypefeature.html b/tf/core/otypefeature.html
index 35bd11c6f..bbab732b9 100644
--- a/tf/core/otypefeature.html
+++ b/tf/core/otypefeature.html
@@ -35,7 +35,7 @@ 
Access to otype feature data.
 

 
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"""
 # Access to `otype` feature data.
@@ -190,7 +190,7 @@ 
Classes

 

 
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class OtypeFeature:
     def __init__(self, api, metaData, data):
diff --git a/tf/core/prepare.html b/tf/core/prepare.html
index 92cb31a56..a836629cc 100644
--- a/tf/core/prepare.html
+++ b/tf/core/prepare.html
@@ -39,7 +39,7 @@ 
Pre-compute data.

 

 
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+Browse git
 
 
"""
 # Pre-compute data.
diff --git a/tf/core/text.html b/tf/core/text.html
index d812d781d..399580b49 100644
--- a/tf/core/text.html
+++ b/tf/core/text.html
@@ -374,7 +374,7 @@ 
The T.text() function

 

 
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"""
 # Text API
@@ -1685,7 +1685,7 @@ 
Classes

 

 
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+Browse git
 
 
class Text:
     """Low level text representation, including section headings.
diff --git a/tf/core/timestamp.html b/tf/core/timestamp.html
index 75ff99f69..2ee7ce653 100644
--- a/tf/core/timestamp.html
+++ b/tf/core/timestamp.html
@@ -34,7 +34,7 @@ 
Timed messages

 

 
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"""
 # Timed messages
@@ -460,7 +460,7 @@ 
Parameters

 

 
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+Browse git
 
 
class Timestamp:
     def __init__(self, silent=SILENT_D, level=None):
diff --git a/tf/dataset/index.html b/tf/dataset/index.html
index ade09c5b7..1fbb61efd 100644
--- a/tf/dataset/index.html
+++ b/tf/dataset/index.html
@@ -43,7 +43,7 @@ 
Dataset operations

 

 
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"""
 # Dataset operations
diff --git a/tf/dataset/modify.html b/tf/dataset/modify.html
index da32d8c66..57660a893 100644
--- a/tf/dataset/modify.html
+++ b/tf/dataset/modify.html
@@ -48,7 +48,7 @@ 
Usage

 

 
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"""
 # Modify
diff --git a/tf/dataset/nodemaps.html b/tf/dataset/nodemaps.html
index af1416386..713ac7df5 100644
--- a/tf/dataset/nodemaps.html
+++ b/tf/dataset/nodemaps.html
@@ -138,7 +138,7 @@ 
Usage

 

 
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"""
 # Node maps
@@ -893,7 +893,7 @@ 
Parameters

 

 
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class Versions:
     def __init__(self, api, va, vb, silent=SILENT_D, slotMap=None):
diff --git a/tf/fabric.html b/tf/fabric.html
index 30fd72ca9..74e0c2618 100644
--- a/tf/fabric.html
+++ b/tf/fabric.html
@@ -52,7 +52,7 @@ 
Fabri
 

 
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"""
 # `Fabric`
@@ -346,7 +346,7 @@ 
Parameters

 

 
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class Fabric(FabricCore):
     """Initialize the core API for a corpus.
diff --git a/tf/images/Ner/.DS_Store b/tf/images/Ner/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..5008ddfcf53c02e82d7eee2e57c38e5672ef89f6
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z5?K$WUU^&Nf=7F>fus5st=B))Ww5owXdcpMW#3_c)eu*lg2bMV&Uz|4br<8?aIg

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 .. include:: docs/main/top.md
diff --git a/tf/lib.html b/tf/lib.html
index b2ccf90a3..8fbdc7476 100644
--- a/tf/lib.html
+++ b/tf/lib.html
@@ -33,7 +33,7 @@ 
Utility functions

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""
 # Utility functions
diff --git a/tf/ner/corpus.html b/tf/ner/corpus.html
index e576f44fe..9a509a0b7 100644
--- a/tf/ner/corpus.html
+++ b/tf/ner/corpus.html
@@ -37,7 +37,7 @@ 
Module tf.ner.corpus

 

 
 Expand source code
-Browse git
+Browse git
 
 
"""Access to the corpus.
 
@@ -99,10 +99,17 @@ 
Module tf.ner.corpus

         C = api.C
 
         slotType = F.otype.slotType
-
         self.slotType = slotType
         """The node type of the slots in the corpus."""
 
+        bucketType = T.sectionTypes[-1]
+        self.bucketType = bucketType
+        """The node type of the lowest level of sections.
+
+        This wil be used as the *bucketType* into which the corpus is divided for
+        the purpose of scoping and display in the entity browser.
+        """
+
         seqFromSec = C.sections.data["seqFromSec"]
         self.seqFromSec = seqFromSec
         """Maps headings as tuples of sequence numbers to tuples of nodes.
@@ -116,7 +123,6 @@ 
Module tf.ner.corpus

         settings = self.settings
         features = settings.features
         keywordFeatures = settings.keywordFeatures
-        bucketType = settings.bucketType
         lineType = settings.lineType
         entityType = settings.entityType
         strFeature = settings.strFeature
@@ -524,7 +530,7 @@ 
Classes

 

 
 Expand source code
-Browse git
+Browse git
 
 
class Corpus(Settings):
     def __init__(self):
@@ -564,10 +570,17 @@ 
Classes

         C = api.C
 
         slotType = F.otype.slotType
-
         self.slotType = slotType
         """The node type of the slots in the corpus."""
 
+        bucketType = T.sectionTypes[-1]
+        self.bucketType = bucketType
+        """The node type of the lowest level of sections.
+
+        This wil be used as the *bucketType* into which the corpus is divided for
+        the purpose of scoping and display in the entity browser.
+        """
+
         seqFromSec = C.sections.data["seqFromSec"]
         self.seqFromSec = seqFromSec
         """Maps headings as tuples of sequence numbers to tuples of nodes.
@@ -581,7 +594,6 @@ 
Classes

         settings = self.settings
         features = settings.features
         keywordFeatures = settings.keywordFeatures
-        bucketType = settings.bucketType
         lineType = settings.lineType
         entityType = settings.entityType
         strFeature = settings.strFeature
@@ -974,6 +986,12 @@ 
Subclasses

 
 
Instance variables

 

+
var bucketType

+

+
The node type of the lowest level of sections.

+
This wil be used as the bucketType into which the corpus is divided for
+the purpose of scoping and display in the entity browser.

+

 
var checkBuckets

 

 
Given a set of nodes, return the set of only its bucket nodes.

@@ -1344,6 +1362,7 @@ 
Index

 
  • 
 
    Corpus
    
 
      
+
    • bucketType
      • 
 
    • checkBuckets
      • 
 
    • checkFeature
      • 
 
    • featureDefault
      • 
diff --git a/tf/ner/data.html b/tf/ner/data.html
index 371e50cda..c10e16c6b 100644
--- a/tf/ner/data.html
+++ b/tf/ner/data.html
@@ -41,7 +41,7 @@ 
      Module tf.ner.data
      
 
      
 
 Expand source code
-Browse git
+Browse git
 
 
      """Annotation data module.
 
@@ -1017,7 +1017,7 @@ 
      Parameters
      
 
      
 
 Expand source code
-Browse git
+Browse git
 
 
      class Data(Corpus):
     def __init__(self, sets=None):
@@ -2226,6 +2226,7 @@ 
      Inherited members
      
 
        
 
      • Corpus:
 
          
+
        • bucketType
          • 
 
        • checkBuckets
          • 
 
        • checkFeature
          • 
 
        • console
          • 
diff --git a/tf/ner/helpers.html b/tf/ner/helpers.html
index d685ba221..f70f78259 100644
--- a/tf/ner/helpers.html
+++ b/tf/ner/helpers.html
@@ -32,7 +32,7 @@ 
          Module tf.ner.helpers
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """Auxiliary functions.
 """
@@ -373,63 +373,7 @@ 
          Module tf.ner.helpers
          
             ref = -1 if i > 0 else -1 if nB >= nA else 1
             return (ref, i, end)
 
-    return None
-
-
-def makePartitions(triggers, myToTokens):
-    """Partition a set of triggers into groups where triggers are pairwise disjoint.
-
-    The intention is to explore all triggers that apparently do not have hits.
-    We need to look them up in isolation, because then they might have hits.
-
-    But searching per trigger is expensive. We want to group triggers together
-    that can not interact with each other: triggers whose tokens are pairwise
-    disjoint. A hit of one trigger can then never be part of a hit of any other
-    trigger in the group.
-    """
-
-    triggerTokens = {}
-    nTriggerTokens = {}
-
-    for trigger in triggers:
-        tokens = myToTokens(trigger)
-        triggerTokens[trigger] = tokens
-        nTriggerTokens.setdefault(len(tokens), {})[trigger] = tokens
-
-    singleTokenTriggers = list(nTriggerTokens[1]) if 1 in nTriggerTokens else []
-
-    partition = [singleTokenTriggers]
-
-    for n in sorted(nTriggerTokens):
-        if n == 1:
-            continue
-        for triggerA, tokensA in nTriggerTokens[n].items():
-            added = False
-
-            for part in partition:
-                common = False
-
-                for triggerB in part:
-                    tokensB = triggerTokens[triggerB]
-
-                    if hasCommon(tokensA, tokensB):
-                        common = True
-                        break
-
-                if common:
-                    continue
-
-                part.append(triggerA)
-                added = True
-                break
-
-            if not added:
-                partition.append([triggerA])
-
-    return (triggerTokens, partition)
-
-
-# SCOPES
          
+    return None
      
 
      
 
 
      
@@ -601,18 +545,6 @@ 
      Returns
      
 assert hasCommon(tokensF, tokensA) == None, hasCommon(tokensF, tokensA)
 
    • 
 
    
-
    
-def makePartitions(triggers, myToTokens)
-
    
-
    
-
    Partition a set of triggers into groups where triggers are pairwise disjoint.
    
-
    The intention is to explore all triggers that apparently do not have hits.
-We need to look them up in isolation, because then they might have hits.
    
-
    But searching per trigger is expensive. We want to group triggers together
-that can not interact with each other: triggers whose tokens are pairwise
-disjoint. A hit of one trigger can then never be part of a hit of any other
-trigger in the group.
    
-
    
 
    
 def normalize(text)
 
    
@@ -758,7 +690,6 @@ 
    Index
    
 
  • findCompile
    • 
 
  • fromTokens
    • 
 
  • hasCommon
    • 
-
  • makePartitions
    • 
 
  • normalize
    • 
 
  • repSet
    • 
 
  • tnorm
    • 
diff --git a/tf/ner/index.html b/tf/ner/index.html
index 974a3cb53..8cb35fe2d 100644
--- a/tf/ner/index.html
+++ b/tf/ner/index.html
@@ -72,6 +72,10 @@ 
    Sub-modules
    
 
    
 
    Rendering of corpus extracts with annotations.
    
 
    
+
    tf.ner.triggers
    
+
    
+
    
+
    
 
    
 
 
    
@@ -155,6 +159,7 @@ 
    Index
    
 
  • tf.ner.settings
    • 
 
  • tf.ner.sheets
    • 
 
  • tf.ner.show
    • 
+
  • tf.ner.triggers
    • 
 
 
 
diff --git a/tf/ner/match.html b/tf/ner/match.html
index 6aaa826e1..fc846fa03 100644
--- a/tf/ner/match.html
+++ b/tf/ner/match.html
@@ -32,7 +32,7 @@ 
    Module tf.ner.match
    
 
    
 
 Expand source code
-Browse git
+Browse git
 
 
    """Match functions.
 """
diff --git a/tf/ner/ner.html b/tf/ner/ner.html
index d35900868..6949bda28 100644
--- a/tf/ner/ner.html
+++ b/tf/ner/ner.html
@@ -32,8 +32,59 @@ 
    Module tf.ner.ner
    
 
    As a preparation, read tf.about.annotate first, since it explains the concepts, and
 guides you to set up the configuration for your corpus.
    
 
    We explain here how to work with entity spreadsheets.
    
+
    In a spreadsheet you can assign triggers to entities.
+Triggers are strings to search for in the corpus.
+You can limit the scope of these triggers to specific portions in the corpus.
    
+
    The specification of the content and organization of such a entity sheet is in
+Sheets.readSheetData().
    
+
    You can place entity sheets in the directory ner/specs at the toplevel of the repo,
+or, if you are not working from the repo, you can look up the corpus
+under your text-fabric-data directory, and find a ner directory there.
    
+
    The output data of the tool ends up in the _temp directory, which ends up next
+to the ner directory.
    
+
    For corpus designers
    
+
    If you are a corpus designer, you can declare this ner directory as an extra
+data module. Then it will packaged with the TF dataset of your corpus, and users
+that use your corpus also get this directory, and can work with the NER tool
+in the TF browser.
    
+
    The way to declare this ner data module is by making sure that app/config.yaml
+has this:
    
+
    provenanceSpec:
+    ...
+    extraData: ner
+    ...
+
    
+
    Additionally, you can create a file ner/config.yaml with some settings for the
+NER process. See Settings.
    
+
    You can also put a file code.py there in which you implement the function
+normalizeChars(string): string
    
+
    If you implement it, it will be invoked as a text transformation function upon
+reading string data from spreadsheets.
+The idea is that if the corpus is normalized for certain characters,
+you can normalize the search terms and names in the spreadsheet in the
+same way. For example, in the Suriano corpus, all incarnations of an
+apostrophe, such as ’ or ' or ‘ have been normalized to ’.
+But the spreadsheet might still use the unwanted the variants.
+By providing a suitable function you can prevent that.
    
 
    Starting up
    
-
    Load the relevant Python modules:
    
+
    In the TF browser
    
+
    On the command line say:
    
+
    tf org/repo --tool=ner
+
    
+
    If you are at the top level of the repo, you can even say
    
+
    tf --tool=ner
+
    
+
    Then use the chooser at the top right of the interface to select an annotation
+set. There are three kinds of sets:
    
+
      
+
    • = The (readonly) set of entities that are already baked in into the TF dataset;
      • 
+
    • 🧾 (readonly) sets of entities defined by a spreadsheet;
      • 
+
    • 🖍️ (mutable) sets of entities created manually by the user with the NER tool
+in the TF browser.
      • 
+
    
+
    browser
    
+
    In a program
    
+
    Import the relevant Python modules:
    
 
    from tf.app import use
 
    
 
    Load your corpus. There are two ways:
    
@@ -52,128 +103,69 @@ 
    Starting up
    
 
    Load the Ner module:
    
 
    NE = A.makeNer()
 
    
-
    The tool expects some input data to be present: configuration and spreadsheets with
-instructions. They can be found in the ner directory.
-If you work with a local GitHub clone, that data resides in
-~/github/HuygensING/suriano
-and if you work with an auto-downloaded copy of the data, it is in
-~/text-fabric-data/github/HuygensING/suriano.
    
-
    The output data of the tool ends up in the _temp directory, which ends up next
-to the ner directory.
    
-
    The entity spreadsheets
    
-
    Here is an example:
    
-
    browser
    
-
    In our example, the name of the spreadsheet containing this information is
-people.xlsx and it can be found as ner/sheets/people.xlsx
    
-
    The spreadsheet will be read as follows:
    
+
    You can now load a spreadsheet by
    
+
    NE.setTask(".people")
+
    
+
    N.B.: The leading . in the name signifies that this set is coupled with a
+spreadsheet.
    
+
    Trigger investigations
    
+
    We now assume that you are working with a program, ideally in a Jupyter notebook.
    
+
    There are a few rule in trigger based entity search:
    
 
      
-
    • the first two rows will be skipped
      • 
-
    • after that, each row is taken to describe exactly one entity
      • 
-
    • the first column has the full and unique name for that entity
      • 
-
    • the second column contains the kind of the entity (you may choose your
-keywords freely for this)
      • 
-
    • the third column contains a number of surface forms for this entity,
-separated by ;
      • 
-
    • when the surface forms are peeled out, leading and trailing white-space will be
-stripped
      • 
-
    • all other columns will be ignored for the moment; in later versions we may use
-the information in those columns to fill in extra data about the entities;
-but probably that information will not end up in TF features.
      • 
+
    • the corpus is searched from beginning to end;
      • 
+
    • if at some place in the corpus multiple triggers match, the longest match
+counts, and the others are discarded;
      • 
+
    • if at some place, a trigger has matched, searching continues past the end of
+the match.
      • 
 
    
-
    During translation from XLSX to YAML the following happens:
    
+
    A consequence of these rules is that at no token in the corpus is part of a double
+match.
    
+
    The idea behind this is that if you have two triggers, that the more specific trigger
+takes precedence above the lesser specific one.
    
+
    However, the rules also have some pitfalls, which can lead to triggers that
+have unexpectedly no results, or less results than expected.
    
+
    Here are a few caveats:
    
 
      
-
    • An identifier is distilled from the name of the entity;
      • 
-
    • Missing kind fields are filled with the default kind.
      • 
+
    • 
+
      Overlapping triggers: if you have the following triggers:
      
+
        
+
      • the mayor
        • 
+
      • mayor of London
        • 
 
      
-
      These steps need some configuration information from the ner/config.yaml file.
      
-
      Translation is done by
      
-
      NE.setTask(".people")
-
      
-
      The resulting YAML ends up next to the
-spreadsheet, and it looks like this:
      
-
      christoffel.sticke:
-  kind: PER
-  name: Christoffel Sticke
-  occSpecs: []
-diederik.sticke:
-  kind: PER
-  name: Diederik Sticke
-  occSpecs:
-  - Dierck
-  - Dirk
-dirck.hartog:
-  kind: PER
-  name: Dirck Hartog
-  occSpecs:
-  - Dirich Hartocson
-  - Hertocson
-jan.baptist.roelants:
-  kind: PER
-  name: Jan-Baptist Roelants
-  occSpecs:
-  - Roelans
-  - Rolans
-
      
-
      Inventory
      
-
      A first step is to find out how many occurrences we find in the corpus for these
-surface forms:
      
-
      NE.reportHits()
-
      
-
      and the output looks like this
      
-
      ...
-
-cornelis.adriaensz       PER   Pach                     7 x Cornelis Adriaensz. Pack
-david.marlot             PER   Morlot                   1 x David de Marlot
-erick.dimmer             PER   Dimer                   11 x Erick Dimmer
-erycius.puteanus         PER   Potiano                  2 x Erycius Puteanus
-francesco.giustiniani    PER   Giustiniano             11 x Francesco Giustiniani
-francois.doubleth        PER   Doublet                  2 x François Doubleth
-
-...
-
-Total 150
-
      
-
      Entities that are in the spreadsheet, but not in the corpus are skipped.
      
-
      Inspection
      
-
      We now revert to lower-level methods from the tf.ner.ner class to
-inspect some of the results.
      
-
      results = NE.filterContent(bFind="pach", bFindC=False, anyEnt=True, showStats=None)
-
      
-
      Here we filtered the chunks (paragraphs) to those that contain the string pach,
-in a case-insensitive way, and that contain at least one entity.
      
-
      There 6 of them, and we can show them:
      
-
      NE.showContent(results)
-
      
-
      browser
      
-
      The resulting entities are in _temp/power/entities.tsv and look like this:
      
-
      erick.dimmer    PER     160196
-isabella.clara.eugenia  PER     142613
-gaspar.iii.coligny      PER     7877
-isabella.clara.eugenia  PER     210499
-john.vere       PER     94659
-antonio.lando   PER     267755
-isabella.clara.eugenia  PER     107069
-isabella.clara.eugenia  PER     9162
-michiel.pagani  PER     94366
-isabella.clara.eugenia  PER     179208
-isabella.clara.eugenia  PER     258933
-hans.meinhard   PER     75039
-
-...
-
      
-
      Each line corresponds to a marked entity occurrence.
-Lines consist of tab separated fields:
      
+
      then the second one looks more specific than the first one. but if you have this
+passage in the corpus:
      
+
      the mayor of London
      
+
      then mayor of London will not be found. Because before it can be found,
+the mayor will be found, after which searching continues at of London, and
+this does not match the trigger mayor of London.
      
+
      The solution to cases like this is: the mayor is a rather generic trigger, and
+it will only be valid in specific spots in the corpus.
      
+
      So add a scope to this trigger, and make sure that the mayor of London is outside
+that scope.
      
+
      • 
+
    
+
    When the entity spreadsheet is big, with over a thousand triggers for hundreds of names,
+it is difficult to keep track of all the tricky interactions between triggers.
    
+
    For that reason we have a few diagnostic functions that help you to spot them:
    
 
      
-
    • entity identifier
      • 
-
    • entity kind
      • 
-
    • remaining fields: slots, i.e. the textual positions occupied by the occurrence.
-Some entity occurrences consist of multiple words / tokens, hence have multiple
-slots.
      • 
+
    • 
+
      tf.ner.ner.Ner.triggerInterference() will list the triggers belonging to
+different entities that overlap and for which there are occurrences where this
+overlap is problematic;
      
+
      • 
+
    • 
+
      tf.ner.ner.Ner.reportHits() will list the triggers without hits while they do
+occur in the corpus; it will give diagnostic info about those triggers; it also
+produces statistics about the inventory of entities that has been collected on the
+basis of the triggers; finally it produces a file that lists the number of hits
+per entity, per trigger, per scope and per section where the occurrences have
+been found.
      
+
      • 
 
    
 
    
 
 Expand source code
-Browse git
+Browse git
 
 
    """Named Entity Recognition by Triggers.
 
@@ -182,184 +174,171 @@ 
    Inspection
    
 
 We explain here how to work with entity spreadsheets.
 
-## Starting up
+In a spreadsheet you can assign *triggers* to entities.
+Triggers are strings to search for in the corpus.
+You can limit the scope of these triggers to specific portions in the corpus.
 
-Load the relevant Python modules:
+The specification of the content and organization of such a entity sheet is in
+`tf.ner.sheets.Sheets.readSheetData()`.
 
-``` python
-from tf.app import use
-```
+You can place entity sheets in the directory `ner/specs` at the toplevel of the repo,
+or, if you are not working from the repo, you can look up the corpus
+under your `text-fabric-data` directory, and find a `ner` directory there.
 
-Load your corpus. There are two ways:
+The output data of the tool ends up in the `_temp` directory, which ends up next
+to the `ner` directory.
 
-*   Work with a local GitHub clone of the corpus in `~/HuygensING/suriano`:
+## For corpus designers
 
-        A = use("HuygensING/suriano:clone", checkout="clone")
+If you are a corpus designer, you can declare this `ner` directory as an extra
+data module. Then it will packaged with the TF dataset of your corpus, and users
+that use your corpus also get this directory, and can work with the NER tool
+in the TF browser.
 
-*   Or let TF auto-download the latest version and work with that:
+The way to declare this `ner` data module is by making sure that `app/config.yaml`
+has this:
 
-        A = use("HuygensING/suriano")
+```
+provenanceSpec:
+    ...
+    extraData: ner
+    ...
+```
 
-Load the `Ner` module:
+Additionally, you can create a file `ner/config.yaml` with some settings for the
+NER process. See `tf.ner.settings.Settings`.
 
-``` python
-NE = A.makeNer()
-```
+You can also put a file `code.py` there in which you implement the function
+`normalizeChars(string): string`
 
-The tool expects some input data to be present: configuration and spreadsheets with
-instructions. They can be found in the `ner` directory.
-If you work with a local GitHub clone, that data resides in
-`~/github/HuygensING/suriano`
-and if you work with an auto-downloaded copy of the data, it is in
-`~/text-fabric-data/github/HuygensING/suriano`.
+If you implement it, it will be invoked as a text transformation function upon
+reading string data from spreadsheets.
+The idea is that if the corpus is normalized for certain characters,
+you can normalize the search terms and names in the spreadsheet in the
+same way. For example, in the Suriano corpus, all incarnations of an
+apostrophe, such as `’` or `'` or `‘` have been normalized to `’`.
+But the spreadsheet might still use the unwanted the variants.
+By providing a suitable function you can prevent that.
 
-The output data of the tool ends up in the `_temp` directory, which ends up next
-to the `ner` directory.
+## Starting up
 
-## The entity spreadsheets
+### In the TF browser
 
-Here is an example:
+On the command line say:
 
-![browser](../../images/Ner/spreadsheet.png)
+```
+tf org/repo --tool=ner
+```
 
-In our example, the name of the spreadsheet containing this information is
-`people.xlsx` and it can be found as `ner/sheets/people.xlsx`
+If you are at the top level of the repo, you can even say
 
-The spreadsheet will be read as follows:
+```
+tf --tool=ner
+```
 
-*   the first two rows will be skipped
-*   after that, each row is taken to describe exactly one entity
-*   the first column has the full and unique name for that entity
-*   the second column contains the kind of the entity (you may choose your
-    keywords freely for this)
-*   the third column contains a number of surface forms for this entity,
-    separated by `;`
-*   when the surface forms are peeled out, leading and trailing white-space will be
-    stripped
-*   all other columns will be ignored for the moment; in later versions we may use
-    the information in those columns to fill in extra data about the entities;
-    but probably that information will not end up in TF features.
+Then use the chooser at the top right of the interface to select an annotation
+set. There are three kinds of sets:
 
-During translation from XLSX to YAML the following happens:
+*   **=** The (readonly) set of entities that are already baked in into the TF dataset;
+*   **🧾** (readonly) sets of entities defined by a spreadsheet;
+*   **🖍️** (mutable) sets of entities created manually by the user with the NER tool
+    in the TF browser.
 
-*   An identifier is distilled from the name of the entity;
-*   Missing kind fields are filled with the default kind.
+![browser](../../images/Ner/select2.png)
 
-These steps need some configuration information from the `ner/config.yaml` file.
+### In a program
 
-Translation is done by
+Import the relevant Python modules:
 
 ``` python
-NE.setTask(".people")
+from tf.app import use
 ```
 
-The resulting YAML ends up next to the
-spreadsheet, and it looks like this:
-
-``` yaml
-christoffel.sticke:
-  kind: PER
-  name: Christoffel Sticke
-  occSpecs: []
-diederik.sticke:
-  kind: PER
-  name: Diederik Sticke
-  occSpecs:
-  - Dierck
-  - Dirk
-dirck.hartog:
-  kind: PER
-  name: Dirck Hartog
-  occSpecs:
-  - Dirich Hartocson
-  - Hertocson
-jan.baptist.roelants:
-  kind: PER
-  name: Jan-Baptist Roelants
-  occSpecs:
-  - Roelans
-  - Rolans
-```
+Load your corpus. There are two ways:
 
-## Inventory
+*   Work with a local GitHub clone of the corpus in `~/HuygensING/suriano`:
 
-A first step is to find out how many occurrences we find in the corpus for these
-surface forms:
+        A = use("HuygensING/suriano:clone", checkout="clone")
+
+*   Or let TF auto-download the latest version and work with that:
+
+        A = use("HuygensING/suriano")
+
+Load the `Ner` module:
 
 ``` python
-NE.reportHits()
+NE = A.makeNer()
 ```
 
-and the output looks like this
+You can now load a spreadsheet by
 
+``` python
+NE.setTask(".people")
 ```
-...
 
-cornelis.adriaensz       PER   Pach                     7 x Cornelis Adriaensz. Pack
-david.marlot             PER   Morlot                   1 x David de Marlot
-erick.dimmer             PER   Dimer                   11 x Erick Dimmer
-erycius.puteanus         PER   Potiano                  2 x Erycius Puteanus
-francesco.giustiniani    PER   Giustiniano             11 x Francesco Giustiniani
-francois.doubleth        PER   Doublet                  2 x François Doubleth
+**N.B.:** The leading `.` in the name signifies that this set is coupled with a
+spreadsheet.
 
-...
+## Trigger investigations
 
-Total 150
-```
+We now assume that you are working with a program, ideally in a Jupyter notebook.
 
-Entities that are in the spreadsheet, but not in the corpus are skipped.
+There are a few rule in trigger based entity search:
 
-## Inspection
+*   the corpus is searched from beginning to end;
+*   if at some place in the corpus multiple triggers match, the longest match
+    counts, and the others are discarded;
+*   if at some place, a trigger has matched, searching continues past the end of
+    the match.
 
-We now revert to lower-level methods from the `tf.ner.ner` class to
-inspect some of the results.
+A consequence of these rules is that at no token in the corpus is part of a double
+match.
 
-``` python
-results = NE.filterContent(bFind="pach", bFindC=False, anyEnt=True, showStats=None)
-```
+The idea behind this is that if you have two triggers, that the more specific trigger
+takes precedence above the lesser specific one.
 
-Here we filtered the chunks (paragraphs) to those that contain the string `pach`,
-in a case-insensitive way, and that contain at least one entity.
+However, the rules also have some pitfalls, which can lead to triggers that
+have unexpectedly no results, or less results than expected.
 
-There 6 of them, and we can show them:
+Here are a few caveats:
 
-``` python
-NE.showContent(results)
-```
+*   Overlapping triggers: if you have the following triggers:
 
-![browser](../../images/Ner/pach.png)
+    *   `the mayor`
+    *   `mayor of London`
 
-The resulting entities are in `_temp/power/entities.tsv` and look like this:
+    then the second one looks more specific than the first one. but if you have this
+    passage in the corpus:
 
-```
-erick.dimmer    PER     160196
-isabella.clara.eugenia  PER     142613
-gaspar.iii.coligny      PER     7877
-isabella.clara.eugenia  PER     210499
-john.vere       PER     94659
-antonio.lando   PER     267755
-isabella.clara.eugenia  PER     107069
-isabella.clara.eugenia  PER     9162
-michiel.pagani  PER     94366
-isabella.clara.eugenia  PER     179208
-isabella.clara.eugenia  PER     258933
-hans.meinhard   PER     75039
-
-...
-```
+    `the mayor of London`
+
+    then `mayor of London` will not be found. Because before it can be found,
+    `the mayor` will be found, after which searching continues at `of London`, and
+    this does not match the trigger `mayor of London`.
+
+    The solution to cases like this is: `the mayor` is a rather generic trigger, and
+    it will only be valid in specific spots in the corpus.
+
+    So add a scope to this trigger, and make sure that `the mayor of London` is outside
+    that scope.
+
+When the entity spreadsheet is big, with over a thousand triggers for hundreds of names,
+it is difficult to keep track of all the tricky interactions between triggers.
 
-Each line corresponds to a marked entity occurrence.
-Lines consist of tab separated fields:
+For that reason we have a few diagnostic functions that help you to spot them:
 
-*   entity identifier
-*   entity kind
-*   remaining fields: slots, i.e. the textual positions occupied by the occurrence.
-    Some entity occurrences consist of multiple words / tokens, hence have multiple
-    slots.
+*   `tf.ner.ner.Ner.triggerInterference()` will list the triggers belonging to
+    different entities that overlap and for which there are occurrences where this
+    overlap is problematic;
 
+*   `tf.ner.ner.Ner.reportHits()` will list the triggers without hits while they do
+    occur in the corpus; it will give diagnostic info about those triggers; it also
+    produces statistics about the inventory of entities that has been collected on the
+    basis of the triggers; finally it produces a file that lists the number of hits
+    per entity, per trigger, per scope and per section where the occurrences have
+    been found.
 """
 
-from textwrap import dedent
 import collections
 from itertools import chain
 
@@ -373,8 +352,7 @@ 
    Inspection
    
 from .sheets import Sheets
 from .match import entityMatch, occMatch
 from .show import Show
-from .scopes import locInScopes
-from .helpers import findCompile, toTokens, makePartitions, hasCommon
+from .helpers import findCompile
 
 
 class NER(Sheets, Sets, Show):
@@ -398,8 +376,10 @@ 
    Inspection
    
         the TF machinery to extract the specifics of the corpus;
     *   `tf.ner.corpus` from `tf.ner.settings`: additional settings, some of which
         derive from a config file;
-    *   `tf.ner.sheets` from `tf.ner.scopes`: support the concept of scope in
-        the corpus;
+    *   `tf.ner.sheets` from:
+
+        *   `tf.ner.scopes`: support the concept of scope in the corpus;
+        *   `tf.ner.triggers`: support the concept of trigger;
 
     The NER machinery can be used by
 
@@ -424,7 +404,6 @@ 
    Inspection
    
     def __init__(
         self,
         app,
-        normalizeChars=None,
         data=None,
         browse=False,
         caseSensitive=False,
@@ -443,24 +422,15 @@ 
    Inspection
    
 
         It does not handle HTML generation, but its parent class, `Show`, does that.
 
-        We consider the corpus as a list of buckets (typically level-3 sectional
+        We consider the corpus as a list of buckets (lowest level sectional
         units; in TEI-derived corpora called `chunk`, being generalizations of
-        `p` (paragraph) elements). What type exactly the buckets are is configured
-        in the `ner/config.yaml` file.
+        `p` (paragraph) elements). We read this type off from the TF dataset,
+        see `tf.ner.corpus.bucketType`
 
         Parameters
         ----------
         app: object
             The object that corresponds to a loaded TF app for a corpus.
-        normalizeChars: function, optional None
-            If passed, it is a text transformation function that will be applied
-            when reading string data from spreadsheets.
-            The idea is that if the corpus is normalized for certain characters,
-            you can normalize the search terms and names in the spreadsheet in the
-            same way. For example, in the Suriano corpus, all incarnations of an
-            apaostrophe, such as `’` or `'` or `‘` have been normalized to `’`.
-            But the spreadsheet might introduce the variants again. By providing a
-            suitable function you can prevent that.
         data: object, optional None
             Entity data to start with. If this class is initialized by the browser,
             the browser hands over the in-memory data that the tool needs.
@@ -488,7 +458,7 @@ 
    Inspection
    
         self.silent = silent
         self.browse = browse
         self.app = app
-        self.normalizeChars = normalizeChars
+
         self.caseSensitive = caseSensitive
 
         Sets.__init__(self, sets=data.sets)
@@ -525,573 +495,6 @@ 
    Inspection
    
 
         return tasks
 
-    def getMeta(self):
-        """Retrieves the metadata of the current sheet."""
-        sheetData = self.getSheetData()
-        return (sheetData.metaFields, sheetData.metaData)
-
-    def findTriggers(self, triggers):
-        if not self.properlySetup:
-            return []
-
-        settings = self.settings
-        spaceEscaped = settings.spaceEscaped
-
-        setData = self.getSetData()
-        getTokens = self.getTokens
-        seqFromNode = self.seqFromNode
-
-        buckets = setData.buckets or ()
-        sheetData = self.getSheetData()
-
-        caseSensitive = sheetData.caseSensitive
-
-        idMap = {trigger: trigger for trigger in triggers}
-        tMap = {trigger: "" for trigger in triggers}
-        tPos = {}
-        triggerSet = set()
-        instructions = {(): dict(tPos=tPos, tMap=tMap, idMap=idMap)}
-
-        for trigger in triggers:
-            triggerT = toTokens(
-                trigger, spaceEscaped=spaceEscaped, caseSensitive=caseSensitive
-            )
-            triggerSet.add(triggerT)
-
-        for triggerT in triggerSet:
-            for i, token in enumerate(triggerT):
-                tPos.setdefault(i, {}).setdefault(token, set()).add(triggerT)
-
-        inventory = occMatch(
-            getTokens,
-            seqFromNode,
-            buckets,
-            instructions,
-            spaceEscaped,
-            caseSensitive=caseSensitive,
-        )
-
-        return inventory
-
-    def findTrigger(self, trigger, show=True):
-        if not self.properlySetup:
-            return []
-
-        app = self.app
-        L = app.api.L
-
-        settings = self.settings
-        spaceEscaped = settings.spaceEscaped
-
-        setData = self.getSetData()
-        getTokens = self.getTokens
-        seqFromNode = self.seqFromNode
-
-        buckets = setData.buckets or ()
-        sheetData = self.getSheetData()
-
-        caseSensitive = sheetData.caseSensitive
-
-        triggerT = toTokens(
-            trigger, spaceEscaped=spaceEscaped, caseSensitive=caseSensitive
-        )
-        idMap = {trigger: trigger}
-        tMap = {trigger: ""}
-        tPos = {}
-
-        for i, token in enumerate(triggerT):
-            tPos.setdefault(i, {}).setdefault(token, set()).add(triggerT)
-
-        instructions = {(): dict(tPos=tPos, tMap=tMap, idMap=idMap)}
-
-        inventory = occMatch(
-            getTokens,
-            seqFromNode,
-            buckets,
-            instructions,
-            spaceEscaped,
-            caseSensitive=caseSensitive,
-        )
-
-        occs = inventory.get(trigger, {}).get(trigger, {}).get("", [])
-
-        if show:
-            nOccs = len(occs)
-            plural = "" if nOccs == 1 else "s"
-            app.dm(f"**{nOccs} occurrence{plural}**\n")
-
-            if nOccs:
-                headings = set()
-                highlights = set()
-
-                for occ in occs:
-                    headings.add(L.u(occ[0], otype="chunk")[0])
-
-                    for slot in occ:
-                        highlights.add(slot)
-
-                for hd in sorted(headings):
-                    app.plain(hd, highlights=highlights)
-        else:
-            return occs
-
-    def getToTokensFunc(self):
-        settings = self.settings
-        spaceEscaped = settings.spaceEscaped
-        sheetData = self.getSheetData()
-        caseSensitive = sheetData.caseSensitive
-
-        def myToTokens(trigger):
-            return toTokens(
-                trigger, spaceEscaped=spaceEscaped, caseSensitive=caseSensitive
-            )
-
-        return myToTokens
-
-    def partitionTriggers(self, triggers):
-        return makePartitions(triggers, self.getToTokensFunc())[1]
-
-    def triggerInterference(self, alsoInternal=False, alsoExpected=False):
-        """Produce a report of interferences between triggers.
-
-        Triggers interfere if they have matches that intersect, i.e. there is a match
-        m1 of trigger t1 and a match m2 of trigger t2 such that m1 and m2 intersect.
-
-        Triggers may interfere *potentially*: if the triggers overlap they can have
-        intersecting matches. But it does not mean that the corpus contains overlapping
-        matches, i.e. that the triggers conflict actually.
-
-        We report *actually* interfering triggers.
-
-        Triggers within one row are associated to the same entity and work in the same
-        row. It is not bad if they are conflicting with each other. If there
-        are conflicting matches, the trigger that wins still flags the same entity.
-        The worst thing is that some of these triggers are superfluous, but there is
-        no reason to be picky on superfluous triggers.
-
-        When one trigger is a proper part of another, this is mostly intentional.
-        If the longer trigger matches, it wins it from the shorter trigger, unless
-        the shorter trigger's match starts before the longer trigger's match.
-
-        We think the user expects the longer trigger to win, but it may surprise him
-        if the shorter triggers wins because it starts earlier.
-
-        Parameters
-        ----------
-        alsoInternal: boolean, optional False
-            Also report interference between triggers on the same row.
-        alsoExpected: boolean, optional False
-            Also report expected interferences.
-        """
-        setName = self.setName
-        annoDir = self.annoDir
-        setDir = f"{annoDir}/{setName}"
-        reportFile = f"{setDir}/interference.txt"
-
-        app = self.app
-        L = app.api.L
-        T = app.api.T
-        sheetData = self.getSheetData()
-        rowMap = sheetData.rowMap
-        triggerScopes = sheetData.triggerScopes
-
-        interferences, parts = self.interference(
-            rowMap,
-            triggerScopes,
-            self.getToTokensFunc(),
-            self.seqFromStr,
-            alsoInternal=alsoInternal,
-            alsoExpected=alsoExpected,
-        )
-
-        messages = []
-        witnessed = {}
-
-        nParts = len(parts)
-        plural = "" if nParts == 1 else "es"
-        self.console(
-            f"Looking up {len(interferences)} potential interferences "
-            f"in {len(parts)} pass{plural} over the corpus ",
-            newline=False,
-        )
-
-        for part in parts:
-            self.console(".", newline=False)
-            inventory = self.findTriggers(part)
-
-            for trigger, data in inventory.items():
-                occs = data.get(trigger, {}).get("", [])
-                nOccs = len(occs)
-
-                if nOccs:
-                    witnessed[trigger] = occs
-
-        self.console("")
-
-        msg = (
-            f"{len(witnessed)} potential conflicting trigger pairs with "
-            f"{sum(len(x) for x in witnessed.values())} conflicts"
-        )
-        console(msg)
-        messages.append(msg)
-
-        conflicts = {}
-
-        for (
-            triggerA,
-            triggerB,
-            triggerC,
-            scopeRepA,
-            scopeRepB,
-            commonScopes,
-        ) in interferences:
-            if triggerC not in witnessed:
-                continue
-
-            rowA = sorted(set(rowMap[triggerA]))
-            rowB = sorted(set(rowMap[triggerB]))
-            key = "same row" if rowA == rowB else "different rows"
-            conflicts.setdefault(key, []).append(
-                (
-                    rowA,
-                    rowB,
-                    triggerA,
-                    triggerB,
-                    witnessed[triggerC],
-                    scopeRepA,
-                    scopeRepB,
-                    commonScopes,
-                )
-            )
-
-        for key, confls in conflicts.items():
-            newConfls = []
-
-            for (
-                rowA,
-                rowB,
-                triggerA,
-                triggerB,
-                occs,
-                scopeRepA,
-                scopeRepB,
-                commonScopes,
-            ) in confls:
-                hits = {}
-
-                for occ in sorted(occs):
-                    sectionNode = L.u(occ[0], otype="chunk")[0]
-                    heading = tuple(
-                        int(x if type(x) is int else x.lstrip("0") or "0")
-                        for x in T.sectionFromNode(sectionNode, fillup=True)
-                    )
-
-                    if not locInScopes(heading, commonScopes):
-                        continue
-
-                    heading = app.sectionStrFromNode(sectionNode)
-                    hits.setdefault(heading, []).append(occ)
-
-                if len(hits) == 0:
-                    continue
-
-                newConfls.append(
-                    (rowA, rowB, triggerA, triggerB, hits, scopeRepA, scopeRepB)
-                )
-
-            msg = f"{key} ({len(newConfls)} pairs)"
-            msg = f"----------\n{msg}\n----------"
-            console(msg)
-            messages.append(msg)
-
-            for (
-                rowA,
-                rowB,
-                triggerA,
-                triggerB,
-                hits,
-                scopeRepA,
-                scopeRepB,
-            ) in newConfls:
-                rowRepA = ",".join(str(r) for r in rowA)
-                rowRepB = ",".join(str(r) for r in rowB)
-                msg = (
-                    f"{rowRepA:<12} ({scopeRepA:<12}): «{triggerA}»\n"
-                    f"{rowRepB:<12} ({scopeRepB:<12}): «{triggerB}»"
-                )
-                console(msg)
-                messages.append(msg)
-                console(f"{hits=}")
-
-                diags = []
-
-                i = 0
-
-                for heading, occs in sorted(hits.items()):
-                    nOccs = len(occs)
-
-                    if i == 0:
-                        diags.append([])
-
-                    diags[-1].append(f"{heading} x {nOccs}")
-                    i += 1
-
-                    if i == 5:
-                        i = 0
-
-                first = True
-
-                for batch in diags:
-                    label = f"{'occurrences':>25}: " if first else (" " * 27)
-                    first = False
-                    msg = f"{label} {', '.join(batch)}"
-                    console(msg)
-                    messages.append(msg)
-
-        with fileOpen(reportFile, "w") as fh:
-            for msg in messages:
-                fh.write(f"{msg}\n")
-
-        console(f"Diagnostic trigger interferences written to {reportFile}")
-
-    def diagnoseTriggers(self, triggers, detail=True):
-        sheetData = self.getSheetData()
-        triggerScopes = sheetData.triggerScopes
-
-        parts = self.partitionTriggers(triggers)
-
-        uncovered = 0
-
-        nParts = len(parts)
-        plural = "" if nParts == 1 else "es"
-        self.console(
-            f"Looking up {len(triggers)} triggers "
-            f"in {len(parts)} pass{plural} over the corpus ",
-            newline=False,
-        )
-
-        items = []
-
-        for part in parts:
-            self.console(".", newline=False)
-            inventory = self.findTriggers(part)
-
-            for trigger, data in inventory.items():
-                occs = data.get(trigger, {}).get("", [])
-                items.append((trigger, occs))
-
-        for trigger, occs in sorted(
-            items,
-            key=lambda x: (", ".join(sorted(triggerScopes[x[0]])), x[0].lower()),
-        ):
-            uncovered += 0 if self.diagnoseTrigger(trigger, occs, detail=detail) else 1
-
-        self.console("")
-
-        return uncovered
-
-    def diagnoseTrigger(self, trigger, occs, detail=True):
-        app = self.app
-        L = app.api.L
-        triggerBySlot = self.triggerBySlot
-        sheetData = self.getSheetData()
-        triggerScopes = sheetData.triggerScopes
-
-        uncoveredSlots = set()
-        coveredBy = {}
-
-        for slots in occs:
-            for slot in slots:
-                cTrigger = triggerBySlot.get(slot, None)
-
-                if cTrigger is None:
-                    uncoveredSlots.add(slot)
-                else:
-                    coveredBy.setdefault(cTrigger, set()).add(slot)
-
-        properHits = {}
-
-        nUncoveredSlots = len(uncoveredSlots)
-        ok = nUncoveredSlots == 0
-
-        if nUncoveredSlots:
-            for slot in sorted(uncoveredSlots):
-                heading = app.sectionStrFromNode(L.u(slot, otype="chunk")[0])
-                occ = properHits.setdefault(heading, [[]])
-
-                if len(occ[-1]) == 0 or occ[-1][-1] + 1 == slot:
-                    occ[-1].append(slot)
-                else:
-                    occ.append([slot])
-
-        nMissedHits = 0
-        properOccsDiag = []
-        properOccsDiagCompact = []
-
-        for heading, occs in properHits.items():
-            nOccs = len(occs)
-            nMissedHits += nOccs
-            properOccsDiag.append(f"\t\t{heading}: {nOccs} x")
-            properOccsDiagCompact.append(f"{heading} x {nOccs}")
-
-        properOccsDiag[0:0] = [f"\tuncovered: {nMissedHits} x"]
-
-        coveredOccsDiag = []
-
-        for cTrigger in sorted(coveredBy, key=lambda x: x.lower()):
-            thisCoveredOccsDiag = []
-            coveredSlots = sorted(coveredBy[cTrigger])
-
-            coveredHits = {}
-
-            for slot in sorted(coveredSlots):
-                heading = app.sectionStrFromNode(L.u(slot, otype="chunk")[0])
-                occ = coveredHits.setdefault(heading, [[]])
-
-                if len(occ[-1]) == 0 or occ[-1][-1] + 1 == slot:
-                    occ[-1].append(slot)
-                else:
-                    occ.append([slot])
-
-            nCoveredHits = 0
-
-            for heading, occs in coveredHits.items():
-                nOccs = len(occs)
-                nCoveredHits += nOccs
-                thisCoveredOccsDiag.append(f"\t\t{heading}: {nOccs} x")
-
-            thisCoveredOccsDiag[0:0] = [f"\tcovered by: {cTrigger}: {nCoveredHits} x"]
-
-            coveredOccsDiag.extend(thisCoveredOccsDiag)
-
-        scopeRep = f"({', '.join(sorted(triggerScopes[trigger]))})"
-
-        if detail:
-            console(f"{trigger} {scopeRep}:")
-
-            for line in properOccsDiag:
-                console(line)
-
-            for line in coveredOccsDiag:
-                console(line)
-
-        else:
-            if nUncoveredSlots == 0:
-                if False:
-                    console(f"{trigger} {scopeRep}: covered by other triggers")
-            else:
-                missedHits = []
-
-                i = 0
-                for occRep in properOccsDiagCompact:
-                    if i == 0:
-                        missedHits.append([occRep])
-                    else:
-                        missedHits[-1].append(occRep)
-
-                    i += 1
-                    if i == 5:
-                        i = 0
-
-                missedHitsRep = ", ".join(missedHits[0])
-                console(f"{trigger:<40} {scopeRep:<12}: {missedHitsRep}", error=True)
-
-                for m in missedHits[1:]:
-                    missedHitsRep = ", ".join(m)
-                    console(f"{' ' * 55}{missedHitsRep}", error=True)
-
-        return ok
-
-    def interference(
-        self,
-        rowMap,
-        triggerScopes,
-        myToTokens,
-        seqFromStr,
-        alsoInternal=False,
-        alsoExpected=False,
-    ):
-        triggers = list(rowMap)
-
-        triggerTokens, parts = makePartitions(triggers, myToTokens)
-
-        nParts = len(parts)
-
-        interferences = []
-
-        intersections = {}
-
-        for i, part in enumerate(parts):
-            if i == nParts - 1:
-                break
-
-            for otherPart in parts[i + 1 : nParts]:
-                for triggerA in part:
-                    for triggerB in otherPart:
-                        tokensA = triggerTokens[triggerA]
-                        tokensB = triggerTokens[triggerB]
-
-                        if not alsoInternal:
-                            rowsA = set(rowMap[triggerA])
-                            rowsB = set(rowMap[triggerB])
-                            if rowsA == rowsB:
-                                continue
-
-                        scopesA = ",".join(sorted(triggerScopes[triggerA]))
-                        scopesB = ",".join(sorted(triggerScopes[triggerB]))
-                        commonScopes = intersections.get((triggerA, triggerB), None)
-
-                        if commonScopes is None:
-                            commonScopes = self.intersectScopes(scopesA, scopesB)
-                            intersections[(triggerA, triggerB)] = commonScopes
-
-                        if len(commonScopes) == 0:
-                            continue
-
-                        common = hasCommon(tokensA, tokensB)
-
-                        if common is None:
-                            continue
-
-                        ref, pos, length = common
-                        nTokensA = len(tokensA)
-                        nTokensB = len(tokensB)
-
-                        nTokensLatter = nTokensB if ref == 1 else nTokensA
-
-                        expected = length == nTokensLatter
-
-                        if expected and not alsoExpected:
-                            continue
-
-                        if ref == 1:
-                            nB = len(tokensB)
-                            union = tokensA
-
-                            if length < nB:
-                                union += tokensB[length:]
-                        else:
-                            nA = len(tokensA)
-                            union = tokensB
-
-                            if length < nA:
-                                union += tokensA[length:]
-
-                        interferences.append(
-                            (
-                                triggerA,
-                                triggerB,
-                                " ".join(union),
-                                scopesA,
-                                scopesB,
-                                commonScopes,
-                            )
-                        )
-
-        parts = makePartitions([x[2] for x in interferences], myToTokens)[1]
-
-        return interferences, parts
-
     def findOccs(self):
         """Finds the occurrences of multiple triggers.
 
@@ -1252,8 +655,8 @@ 
    Inspection
    
         if not self.properlySetup:
             return []
 
+        bucketType = self.bucketType
         settings = self.settings
-        bucketType = settings.bucketType
         features = settings.features
 
         getTextR = self.getTextR
@@ -1391,142 +794,6 @@ 
    Inspection
    
             self.console(f"{nResults} {bucketType}{pluralR}")
         return results
 
-    def reportHits(self, silent=None, showNoHits=False):
-        """Reports the inventory."""
-        if not self.properlySetup:
-            return
-
-        silent = self.silent if silent is None else silent
-        sectionHead = self.sectionHead
-        sheetData = self.getSheetData()
-        allTriggers = sheetData.allTriggers
-        inventory = sheetData.inventory
-
-        setName = self.setName
-        annoDir = self.annoDir
-        setDir = f"{annoDir}/{setName}"
-        reportFile = f"{setDir}/hits.tsv"
-        reportTriggerBySlotFile = f"{setDir}/triggerBySlot.tsv"
-
-        hitData = []
-        names = set()
-        noHits = set()
-        triggersBySlot = {}
-
-        for e in sorted(allTriggers):
-            (name, eidkind, trigger, scope) = e
-
-            names.add(name)
-
-            entry = (name, trigger, scope)
-            section = ""
-            hits = ""
-
-            entInfo = inventory.get(eidkind, None)
-
-            if entInfo is None:
-                hitData.append(("!E", *entry, "", 0))
-                noHits.add(trigger)
-                continue
-
-            triggerInfo = entInfo.get(trigger, None)
-
-            if triggerInfo is None:
-                hitData.append(("!T", *entry, "", 0))
-                noHits.add(trigger)
-                continue
-
-            occs = triggerInfo.get(scope, None)
-
-            if occs is None or len(occs) == 0:
-                hitData.append(("!P", *entry, "", 0))
-                noHits.add(trigger)
-                continue
-
-            sectionInfo = collections.Counter()
-
-            for slots in occs:
-                for slot in slots:
-                    triggersBySlot.setdefault(slot, set()).add(trigger)
-
-                section = sectionHead(slots[0])
-                sectionInfo[section] += 1
-
-            for section, hits in sorted(sectionInfo.items()):
-                hitData.append(("OK", *entry, section, hits))
-
-        multipleTriggers = {}
-        triggerBySlot = {}
-        self.triggerBySlot = triggerBySlot
-
-        for slot, triggers in triggersBySlot.items():
-            if len(triggers) > 1:
-                multipleTriggers[slot] = triggers
-
-            triggerBySlot[slot] = list(triggers)[0]
-
-        if len(multipleTriggers) == 0:
-            self.console("No slot is covered by more than one trigger")
-        else:
-            console(
-                f"Slots covered by multiple triggers: {len(multipleTriggers)}",
-                error=True,
-            )
-            for slot, triggers in multipleTriggers.items():
-                triggersRep = ", ".join(f"«{trigger}»" for trigger in sorted(triggers))
-                self.console(f"{slot:>7}: {triggersRep}", error=True)
-
-        trigWithout = len(noHits)
-
-        if showNoHits and (trigWithout > 0):
-            uncovered = 0
-            console(
-                "Triggers without hits: " f"{trigWithout}x:",
-                error=True,
-            )
-
-            if len(noHits):
-                uncovered = self.diagnoseTriggers(noHits, detail=False)
-
-        with fileOpen(reportFile, "w") as rh:
-            rh.write("label\tname\ttrigger\tscope\tsection\thits\n")
-
-            for h in sorted(hitData):
-                line = "\t".join(str(c) for c in h)
-                rh.write(f"{line}\n")
-
-        with fileOpen(reportTriggerBySlotFile, "w") as rh:
-            rh.write("slot\ttrigger\n")
-
-            for slot, trigger in sorted(
-                triggerBySlot.items(), key=lambda x: (x[1], x[0])
-            ):
-                rh.write(f"{slot}\t{trigger}\n")
-
-        nEnt = len(names)
-        nTriggers = len(allTriggers)
-        nHits = sum(e[-1] for e in hitData)
-
-        msg = (
-            f"\t{nEnt} entities targeted with {nHits} occurrences. See {reportFile}"
-            if silent
-            else dedent(
-                f"""
-                Entities targeted:          {nEnt:>5}
-                Triggers searched for:      {nTriggers:>5}
-                Triggers without hits:      {trigWithout:>5}
-                 - completely covered:      {trigWithout - uncovered:>5}
-                 - missing hits:            {uncovered:>5}
-                Triggers with hits:         {nTriggers - trigWithout:>5}
-                Total hits:                 {nHits:>5}
-
-                All hits in report file:      {reportFile}
-                Triggers by slot in file:     {reportTriggerBySlotFile}
-                """
-            )
-        )
-        console(msg)
-
     def bakeEntities(self, versionExtension="e"):
         """Consolidates the current entities as nodes into a new TF data source.
 
@@ -1685,7 +952,7 @@ 
    Classes
    
 
    
 
    
 class NER
-(app, normalizeChars=None, data=None, browse=False, caseSensitive=False, silent=False)
+(app, data=None, browse=False, caseSensitive=False, silent=False)
 
    
 
    
 
    API for Named Entity marking.
    
@@ -1706,8 +973,13 @@ 
    Classes
    
 the TF machinery to extract the specifics of the corpus;
 
  • tf.ner.corpus from tf.ner.settings: additional settings, some of which
 derive from a config file;
    • 
-
  • tf.ner.sheets from tf.ner.scopes: support the concept of scope in
-the corpus;
    • 
+
  • 
+
    tf.ner.sheets from:
    
+
+
    • 
 
 
    The NER machinery can be used by
    
 
      
@@ -1735,23 +1007,14 @@ 
      Classes
      
 
      This class handles entity tasks, which is an abstraction of the concepts of
 set and sheet.
      
 
      It does not handle HTML generation, but its parent class, Show, does that.
      
-
      We consider the corpus as a list of buckets (typically level-3 sectional
+
      We consider the corpus as a list of buckets (lowest level sectional
 units; in TEI-derived corpora called chunk, being generalizations of
-p (paragraph) elements). What type exactly the buckets are is configured
-in the ner/config.yaml file.
      
+p (paragraph) elements). We read this type off from the TF dataset,
+see tf.ner.corpus.bucketType
      
 
      Parameters
      
 
      
 
      app : object
      
 
      The object that corresponds to a loaded TF app for a corpus.
      
-
      normalizeChars : function, optional None
      
-
      If passed, it is a text transformation function that will be applied
-when reading string data from spreadsheets.
-The idea is that if the corpus is normalized for certain characters,
-you can normalize the search terms and names in the spreadsheet in the
-same way. For example, in the Suriano corpus, all incarnations of an
-apaostrophe, such as ’ or ' or ‘ have been normalized to ’.
-But the spreadsheet might introduce the variants again. By providing a
-suitable function you can prevent that.
      
 
      data : object, optional None
      
 
      Entity data to start with. If this class is initialized by the browser,
 the browser hands over the in-memory data that the tool needs.
@@ -1770,7 +1033,7 @@ 
      Parameters
      
 
      
 
 Expand source code
-Browse git
+Browse git
 
 
      class NER(Sheets, Sets, Show):
     """API for Named Entity marking.
@@ -1793,8 +1056,10 @@ 
      Parameters
      
         the TF machinery to extract the specifics of the corpus;
     *   `tf.ner.corpus` from `tf.ner.settings`: additional settings, some of which
         derive from a config file;
-    *   `tf.ner.sheets` from `tf.ner.scopes`: support the concept of scope in
-        the corpus;
+    *   `tf.ner.sheets` from:
+
+        *   `tf.ner.scopes`: support the concept of scope in the corpus;
+        *   `tf.ner.triggers`: support the concept of trigger;
 
     The NER machinery can be used by
 
@@ -1819,7 +1084,6 @@ 
      Parameters
      
     def __init__(
         self,
         app,
-        normalizeChars=None,
         data=None,
         browse=False,
         caseSensitive=False,
@@ -1838,24 +1102,15 @@ 
      Parameters
      
 
         It does not handle HTML generation, but its parent class, `Show`, does that.
 
-        We consider the corpus as a list of buckets (typically level-3 sectional
+        We consider the corpus as a list of buckets (lowest level sectional
         units; in TEI-derived corpora called `chunk`, being generalizations of
-        `p` (paragraph) elements). What type exactly the buckets are is configured
-        in the `ner/config.yaml` file.
+        `p` (paragraph) elements). We read this type off from the TF dataset,
+        see `tf.ner.corpus.bucketType`
 
         Parameters
         ----------
         app: object
             The object that corresponds to a loaded TF app for a corpus.
-        normalizeChars: function, optional None
-            If passed, it is a text transformation function that will be applied
-            when reading string data from spreadsheets.
-            The idea is that if the corpus is normalized for certain characters,
-            you can normalize the search terms and names in the spreadsheet in the
-            same way. For example, in the Suriano corpus, all incarnations of an
-            apaostrophe, such as `’` or `'` or `‘` have been normalized to `’`.
-            But the spreadsheet might introduce the variants again. By providing a
-            suitable function you can prevent that.
         data: object, optional None
             Entity data to start with. If this class is initialized by the browser,
             the browser hands over the in-memory data that the tool needs.
@@ -1883,7 +1138,7 @@ 
      Parameters
      
         self.silent = silent
         self.browse = browse
         self.app = app
-        self.normalizeChars = normalizeChars
+
         self.caseSensitive = caseSensitive
 
         Sets.__init__(self, sets=data.sets)
@@ -1920,573 +1175,6 @@ 
      Parameters
      
 
         return tasks
 
-    def getMeta(self):
-        """Retrieves the metadata of the current sheet."""
-        sheetData = self.getSheetData()
-        return (sheetData.metaFields, sheetData.metaData)
-
-    def findTriggers(self, triggers):
-        if not self.properlySetup:
-            return []
-
-        settings = self.settings
-        spaceEscaped = settings.spaceEscaped
-
-        setData = self.getSetData()
-        getTokens = self.getTokens
-        seqFromNode = self.seqFromNode
-
-        buckets = setData.buckets or ()
-        sheetData = self.getSheetData()
-
-        caseSensitive = sheetData.caseSensitive
-
-        idMap = {trigger: trigger for trigger in triggers}
-        tMap = {trigger: "" for trigger in triggers}
-        tPos = {}
-        triggerSet = set()
-        instructions = {(): dict(tPos=tPos, tMap=tMap, idMap=idMap)}
-
-        for trigger in triggers:
-            triggerT = toTokens(
-                trigger, spaceEscaped=spaceEscaped, caseSensitive=caseSensitive
-            )
-            triggerSet.add(triggerT)
-
-        for triggerT in triggerSet:
-            for i, token in enumerate(triggerT):
-                tPos.setdefault(i, {}).setdefault(token, set()).add(triggerT)
-
-        inventory = occMatch(
-            getTokens,
-            seqFromNode,
-            buckets,
-            instructions,
-            spaceEscaped,
-            caseSensitive=caseSensitive,
-        )
-
-        return inventory
-
-    def findTrigger(self, trigger, show=True):
-        if not self.properlySetup:
-            return []
-
-        app = self.app
-        L = app.api.L
-
-        settings = self.settings
-        spaceEscaped = settings.spaceEscaped
-
-        setData = self.getSetData()
-        getTokens = self.getTokens
-        seqFromNode = self.seqFromNode
-
-        buckets = setData.buckets or ()
-        sheetData = self.getSheetData()
-
-        caseSensitive = sheetData.caseSensitive
-
-        triggerT = toTokens(
-            trigger, spaceEscaped=spaceEscaped, caseSensitive=caseSensitive
-        )
-        idMap = {trigger: trigger}
-        tMap = {trigger: ""}
-        tPos = {}
-
-        for i, token in enumerate(triggerT):
-            tPos.setdefault(i, {}).setdefault(token, set()).add(triggerT)
-
-        instructions = {(): dict(tPos=tPos, tMap=tMap, idMap=idMap)}
-
-        inventory = occMatch(
-            getTokens,
-            seqFromNode,
-            buckets,
-            instructions,
-            spaceEscaped,
-            caseSensitive=caseSensitive,
-        )
-
-        occs = inventory.get(trigger, {}).get(trigger, {}).get("", [])
-
-        if show:
-            nOccs = len(occs)
-            plural = "" if nOccs == 1 else "s"
-            app.dm(f"**{nOccs} occurrence{plural}**\n")
-
-            if nOccs:
-                headings = set()
-                highlights = set()
-
-                for occ in occs:
-                    headings.add(L.u(occ[0], otype="chunk")[0])
-
-                    for slot in occ:
-                        highlights.add(slot)
-
-                for hd in sorted(headings):
-                    app.plain(hd, highlights=highlights)
-        else:
-            return occs
-
-    def getToTokensFunc(self):
-        settings = self.settings
-        spaceEscaped = settings.spaceEscaped
-        sheetData = self.getSheetData()
-        caseSensitive = sheetData.caseSensitive
-
-        def myToTokens(trigger):
-            return toTokens(
-                trigger, spaceEscaped=spaceEscaped, caseSensitive=caseSensitive
-            )
-
-        return myToTokens
-
-    def partitionTriggers(self, triggers):
-        return makePartitions(triggers, self.getToTokensFunc())[1]
-
-    def triggerInterference(self, alsoInternal=False, alsoExpected=False):
-        """Produce a report of interferences between triggers.
-
-        Triggers interfere if they have matches that intersect, i.e. there is a match
-        m1 of trigger t1 and a match m2 of trigger t2 such that m1 and m2 intersect.
-
-        Triggers may interfere *potentially*: if the triggers overlap they can have
-        intersecting matches. But it does not mean that the corpus contains overlapping
-        matches, i.e. that the triggers conflict actually.
-
-        We report *actually* interfering triggers.
-
-        Triggers within one row are associated to the same entity and work in the same
-        row. It is not bad if they are conflicting with each other. If there
-        are conflicting matches, the trigger that wins still flags the same entity.
-        The worst thing is that some of these triggers are superfluous, but there is
-        no reason to be picky on superfluous triggers.
-
-        When one trigger is a proper part of another, this is mostly intentional.
-        If the longer trigger matches, it wins it from the shorter trigger, unless
-        the shorter trigger's match starts before the longer trigger's match.
-
-        We think the user expects the longer trigger to win, but it may surprise him
-        if the shorter triggers wins because it starts earlier.
-
-        Parameters
-        ----------
-        alsoInternal: boolean, optional False
-            Also report interference between triggers on the same row.
-        alsoExpected: boolean, optional False
-            Also report expected interferences.
-        """
-        setName = self.setName
-        annoDir = self.annoDir
-        setDir = f"{annoDir}/{setName}"
-        reportFile = f"{setDir}/interference.txt"
-
-        app = self.app
-        L = app.api.L
-        T = app.api.T
-        sheetData = self.getSheetData()
-        rowMap = sheetData.rowMap
-        triggerScopes = sheetData.triggerScopes
-
-        interferences, parts = self.interference(
-            rowMap,
-            triggerScopes,
-            self.getToTokensFunc(),
-            self.seqFromStr,
-            alsoInternal=alsoInternal,
-            alsoExpected=alsoExpected,
-        )
-
-        messages = []
-        witnessed = {}
-
-        nParts = len(parts)
-        plural = "" if nParts == 1 else "es"
-        self.console(
-            f"Looking up {len(interferences)} potential interferences "
-            f"in {len(parts)} pass{plural} over the corpus ",
-            newline=False,
-        )
-
-        for part in parts:
-            self.console(".", newline=False)
-            inventory = self.findTriggers(part)
-
-            for trigger, data in inventory.items():
-                occs = data.get(trigger, {}).get("", [])
-                nOccs = len(occs)
-
-                if nOccs:
-                    witnessed[trigger] = occs
-
-        self.console("")
-
-        msg = (
-            f"{len(witnessed)} potential conflicting trigger pairs with "
-            f"{sum(len(x) for x in witnessed.values())} conflicts"
-        )
-        console(msg)
-        messages.append(msg)
-
-        conflicts = {}
-
-        for (
-            triggerA,
-            triggerB,
-            triggerC,
-            scopeRepA,
-            scopeRepB,
-            commonScopes,
-        ) in interferences:
-            if triggerC not in witnessed:
-                continue
-
-            rowA = sorted(set(rowMap[triggerA]))
-            rowB = sorted(set(rowMap[triggerB]))
-            key = "same row" if rowA == rowB else "different rows"
-            conflicts.setdefault(key, []).append(
-                (
-                    rowA,
-                    rowB,
-                    triggerA,
-                    triggerB,
-                    witnessed[triggerC],
-                    scopeRepA,
-                    scopeRepB,
-                    commonScopes,
-                )
-            )
-
-        for key, confls in conflicts.items():
-            newConfls = []
-
-            for (
-                rowA,
-                rowB,
-                triggerA,
-                triggerB,
-                occs,
-                scopeRepA,
-                scopeRepB,
-                commonScopes,
-            ) in confls:
-                hits = {}
-
-                for occ in sorted(occs):
-                    sectionNode = L.u(occ[0], otype="chunk")[0]
-                    heading = tuple(
-                        int(x if type(x) is int else x.lstrip("0") or "0")
-                        for x in T.sectionFromNode(sectionNode, fillup=True)
-                    )
-
-                    if not locInScopes(heading, commonScopes):
-                        continue
-
-                    heading = app.sectionStrFromNode(sectionNode)
-                    hits.setdefault(heading, []).append(occ)
-
-                if len(hits) == 0:
-                    continue
-
-                newConfls.append(
-                    (rowA, rowB, triggerA, triggerB, hits, scopeRepA, scopeRepB)
-                )
-
-            msg = f"{key} ({len(newConfls)} pairs)"
-            msg = f"----------\n{msg}\n----------"
-            console(msg)
-            messages.append(msg)
-
-            for (
-                rowA,
-                rowB,
-                triggerA,
-                triggerB,
-                hits,
-                scopeRepA,
-                scopeRepB,
-            ) in newConfls:
-                rowRepA = ",".join(str(r) for r in rowA)
-                rowRepB = ",".join(str(r) for r in rowB)
-                msg = (
-                    f"{rowRepA:<12} ({scopeRepA:<12}): «{triggerA}»\n"
-                    f"{rowRepB:<12} ({scopeRepB:<12}): «{triggerB}»"
-                )
-                console(msg)
-                messages.append(msg)
-                console(f"{hits=}")
-
-                diags = []
-
-                i = 0
-
-                for heading, occs in sorted(hits.items()):
-                    nOccs = len(occs)
-
-                    if i == 0:
-                        diags.append([])
-
-                    diags[-1].append(f"{heading} x {nOccs}")
-                    i += 1
-
-                    if i == 5:
-                        i = 0
-
-                first = True
-
-                for batch in diags:
-                    label = f"{'occurrences':>25}: " if first else (" " * 27)
-                    first = False
-                    msg = f"{label} {', '.join(batch)}"
-                    console(msg)
-                    messages.append(msg)
-
-        with fileOpen(reportFile, "w") as fh:
-            for msg in messages:
-                fh.write(f"{msg}\n")
-
-        console(f"Diagnostic trigger interferences written to {reportFile}")
-
-    def diagnoseTriggers(self, triggers, detail=True):
-        sheetData = self.getSheetData()
-        triggerScopes = sheetData.triggerScopes
-
-        parts = self.partitionTriggers(triggers)
-
-        uncovered = 0
-
-        nParts = len(parts)
-        plural = "" if nParts == 1 else "es"
-        self.console(
-            f"Looking up {len(triggers)} triggers "
-            f"in {len(parts)} pass{plural} over the corpus ",
-            newline=False,
-        )
-
-        items = []
-
-        for part in parts:
-            self.console(".", newline=False)
-            inventory = self.findTriggers(part)
-
-            for trigger, data in inventory.items():
-                occs = data.get(trigger, {}).get("", [])
-                items.append((trigger, occs))
-
-        for trigger, occs in sorted(
-            items,
-            key=lambda x: (", ".join(sorted(triggerScopes[x[0]])), x[0].lower()),
-        ):
-            uncovered += 0 if self.diagnoseTrigger(trigger, occs, detail=detail) else 1
-
-        self.console("")
-
-        return uncovered
-
-    def diagnoseTrigger(self, trigger, occs, detail=True):
-        app = self.app
-        L = app.api.L
-        triggerBySlot = self.triggerBySlot
-        sheetData = self.getSheetData()
-        triggerScopes = sheetData.triggerScopes
-
-        uncoveredSlots = set()
-        coveredBy = {}
-
-        for slots in occs:
-            for slot in slots:
-                cTrigger = triggerBySlot.get(slot, None)
-
-                if cTrigger is None:
-                    uncoveredSlots.add(slot)
-                else:
-                    coveredBy.setdefault(cTrigger, set()).add(slot)
-
-        properHits = {}
-
-        nUncoveredSlots = len(uncoveredSlots)
-        ok = nUncoveredSlots == 0
-
-        if nUncoveredSlots:
-            for slot in sorted(uncoveredSlots):
-                heading = app.sectionStrFromNode(L.u(slot, otype="chunk")[0])
-                occ = properHits.setdefault(heading, [[]])
-
-                if len(occ[-1]) == 0 or occ[-1][-1] + 1 == slot:
-                    occ[-1].append(slot)
-                else:
-                    occ.append([slot])
-
-        nMissedHits = 0
-        properOccsDiag = []
-        properOccsDiagCompact = []
-
-        for heading, occs in properHits.items():
-            nOccs = len(occs)
-            nMissedHits += nOccs
-            properOccsDiag.append(f"\t\t{heading}: {nOccs} x")
-            properOccsDiagCompact.append(f"{heading} x {nOccs}")
-
-        properOccsDiag[0:0] = [f"\tuncovered: {nMissedHits} x"]
-
-        coveredOccsDiag = []
-
-        for cTrigger in sorted(coveredBy, key=lambda x: x.lower()):
-            thisCoveredOccsDiag = []
-            coveredSlots = sorted(coveredBy[cTrigger])
-
-            coveredHits = {}
-
-            for slot in sorted(coveredSlots):
-                heading = app.sectionStrFromNode(L.u(slot, otype="chunk")[0])
-                occ = coveredHits.setdefault(heading, [[]])
-
-                if len(occ[-1]) == 0 or occ[-1][-1] + 1 == slot:
-                    occ[-1].append(slot)
-                else:
-                    occ.append([slot])
-
-            nCoveredHits = 0
-
-            for heading, occs in coveredHits.items():
-                nOccs = len(occs)
-                nCoveredHits += nOccs
-                thisCoveredOccsDiag.append(f"\t\t{heading}: {nOccs} x")
-
-            thisCoveredOccsDiag[0:0] = [f"\tcovered by: {cTrigger}: {nCoveredHits} x"]
-
-            coveredOccsDiag.extend(thisCoveredOccsDiag)
-
-        scopeRep = f"({', '.join(sorted(triggerScopes[trigger]))})"
-
-        if detail:
-            console(f"{trigger} {scopeRep}:")
-
-            for line in properOccsDiag:
-                console(line)
-
-            for line in coveredOccsDiag:
-                console(line)
-
-        else:
-            if nUncoveredSlots == 0:
-                if False:
-                    console(f"{trigger} {scopeRep}: covered by other triggers")
-            else:
-                missedHits = []
-
-                i = 0
-                for occRep in properOccsDiagCompact:
-                    if i == 0:
-                        missedHits.append([occRep])
-                    else:
-                        missedHits[-1].append(occRep)
-
-                    i += 1
-                    if i == 5:
-                        i = 0
-
-                missedHitsRep = ", ".join(missedHits[0])
-                console(f"{trigger:<40} {scopeRep:<12}: {missedHitsRep}", error=True)
-
-                for m in missedHits[1:]:
-                    missedHitsRep = ", ".join(m)
-                    console(f"{' ' * 55}{missedHitsRep}", error=True)
-
-        return ok
-
-    def interference(
-        self,
-        rowMap,
-        triggerScopes,
-        myToTokens,
-        seqFromStr,
-        alsoInternal=False,
-        alsoExpected=False,
-    ):
-        triggers = list(rowMap)
-
-        triggerTokens, parts = makePartitions(triggers, myToTokens)
-
-        nParts = len(parts)
-
-        interferences = []
-
-        intersections = {}
-
-        for i, part in enumerate(parts):
-            if i == nParts - 1:
-                break
-
-            for otherPart in parts[i + 1 : nParts]:
-                for triggerA in part:
-                    for triggerB in otherPart:
-                        tokensA = triggerTokens[triggerA]
-                        tokensB = triggerTokens[triggerB]
-
-                        if not alsoInternal:
-                            rowsA = set(rowMap[triggerA])
-                            rowsB = set(rowMap[triggerB])
-                            if rowsA == rowsB:
-                                continue
-
-                        scopesA = ",".join(sorted(triggerScopes[triggerA]))
-                        scopesB = ",".join(sorted(triggerScopes[triggerB]))
-                        commonScopes = intersections.get((triggerA, triggerB), None)
-
-                        if commonScopes is None:
-                            commonScopes = self.intersectScopes(scopesA, scopesB)
-                            intersections[(triggerA, triggerB)] = commonScopes
-
-                        if len(commonScopes) == 0:
-                            continue
-
-                        common = hasCommon(tokensA, tokensB)
-
-                        if common is None:
-                            continue
-
-                        ref, pos, length = common
-                        nTokensA = len(tokensA)
-                        nTokensB = len(tokensB)
-
-                        nTokensLatter = nTokensB if ref == 1 else nTokensA
-
-                        expected = length == nTokensLatter
-
-                        if expected and not alsoExpected:
-                            continue
-
-                        if ref == 1:
-                            nB = len(tokensB)
-                            union = tokensA
-
-                            if length < nB:
-                                union += tokensB[length:]
-                        else:
-                            nA = len(tokensA)
-                            union = tokensB
-
-                            if length < nA:
-                                union += tokensA[length:]
-
-                        interferences.append(
-                            (
-                                triggerA,
-                                triggerB,
-                                " ".join(union),
-                                scopesA,
-                                scopesB,
-                                commonScopes,
-                            )
-                        )
-
-        parts = makePartitions([x[2] for x in interferences], myToTokens)[1]
-
-        return interferences, parts
-
     def findOccs(self):
         """Finds the occurrences of multiple triggers.
 
@@ -2647,8 +1335,8 @@ 
      Parameters
      
         if not self.properlySetup:
             return []
 
+        bucketType = self.bucketType
         settings = self.settings
-        bucketType = settings.bucketType
         features = settings.features
 
         getTextR = self.getTextR
@@ -2786,142 +1474,6 @@ 
      Parameters
      
             self.console(f"{nResults} {bucketType}{pluralR}")
         return results
 
-    def reportHits(self, silent=None, showNoHits=False):
-        """Reports the inventory."""
-        if not self.properlySetup:
-            return
-
-        silent = self.silent if silent is None else silent
-        sectionHead = self.sectionHead
-        sheetData = self.getSheetData()
-        allTriggers = sheetData.allTriggers
-        inventory = sheetData.inventory
-
-        setName = self.setName
-        annoDir = self.annoDir
-        setDir = f"{annoDir}/{setName}"
-        reportFile = f"{setDir}/hits.tsv"
-        reportTriggerBySlotFile = f"{setDir}/triggerBySlot.tsv"
-
-        hitData = []
-        names = set()
-        noHits = set()
-        triggersBySlot = {}
-
-        for e in sorted(allTriggers):
-            (name, eidkind, trigger, scope) = e
-
-            names.add(name)
-
-            entry = (name, trigger, scope)
-            section = ""
-            hits = ""
-
-            entInfo = inventory.get(eidkind, None)
-
-            if entInfo is None:
-                hitData.append(("!E", *entry, "", 0))
-                noHits.add(trigger)
-                continue
-
-            triggerInfo = entInfo.get(trigger, None)
-
-            if triggerInfo is None:
-                hitData.append(("!T", *entry, "", 0))
-                noHits.add(trigger)
-                continue
-
-            occs = triggerInfo.get(scope, None)
-
-            if occs is None or len(occs) == 0:
-                hitData.append(("!P", *entry, "", 0))
-                noHits.add(trigger)
-                continue
-
-            sectionInfo = collections.Counter()
-
-            for slots in occs:
-                for slot in slots:
-                    triggersBySlot.setdefault(slot, set()).add(trigger)
-
-                section = sectionHead(slots[0])
-                sectionInfo[section] += 1
-
-            for section, hits in sorted(sectionInfo.items()):
-                hitData.append(("OK", *entry, section, hits))
-
-        multipleTriggers = {}
-        triggerBySlot = {}
-        self.triggerBySlot = triggerBySlot
-
-        for slot, triggers in triggersBySlot.items():
-            if len(triggers) > 1:
-                multipleTriggers[slot] = triggers
-
-            triggerBySlot[slot] = list(triggers)[0]
-
-        if len(multipleTriggers) == 0:
-            self.console("No slot is covered by more than one trigger")
-        else:
-            console(
-                f"Slots covered by multiple triggers: {len(multipleTriggers)}",
-                error=True,
-            )
-            for slot, triggers in multipleTriggers.items():
-                triggersRep = ", ".join(f"«{trigger}»" for trigger in sorted(triggers))
-                self.console(f"{slot:>7}: {triggersRep}", error=True)
-
-        trigWithout = len(noHits)
-
-        if showNoHits and (trigWithout > 0):
-            uncovered = 0
-            console(
-                "Triggers without hits: " f"{trigWithout}x:",
-                error=True,
-            )
-
-            if len(noHits):
-                uncovered = self.diagnoseTriggers(noHits, detail=False)
-
-        with fileOpen(reportFile, "w") as rh:
-            rh.write("label\tname\ttrigger\tscope\tsection\thits\n")
-
-            for h in sorted(hitData):
-                line = "\t".join(str(c) for c in h)
-                rh.write(f"{line}\n")
-
-        with fileOpen(reportTriggerBySlotFile, "w") as rh:
-            rh.write("slot\ttrigger\n")
-
-            for slot, trigger in sorted(
-                triggerBySlot.items(), key=lambda x: (x[1], x[0])
-            ):
-                rh.write(f"{slot}\t{trigger}\n")
-
-        nEnt = len(names)
-        nTriggers = len(allTriggers)
-        nHits = sum(e[-1] for e in hitData)
-
-        msg = (
-            f"\t{nEnt} entities targeted with {nHits} occurrences. See {reportFile}"
-            if silent
-            else dedent(
-                f"""
-                Entities targeted:          {nEnt:>5}
-                Triggers searched for:      {nTriggers:>5}
-                Triggers without hits:      {trigWithout:>5}
-                 - completely covered:      {trigWithout - uncovered:>5}
-                 - missing hits:            {uncovered:>5}
-                Triggers with hits:         {nTriggers - trigWithout:>5}
-                Total hits:                 {nHits:>5}
-
-                All hits in report file:      {reportFile}
-                Triggers by slot in file:     {reportTriggerBySlotFile}
-                """
-            )
-        )
-        console(msg)
-
     def bakeEntities(self, versionExtension="e"):
         """Consolidates the current entities as nodes into a new TF data source.
 
@@ -3072,6 +1624,7 @@ 
      Ancestors
      
 
      
 
    
 
    
-
    
-def diagnoseTrigger(self, trigger, occs, detail=True)
-
    
-
    
-
    
-
    
-
    
-def diagnoseTriggers(self, triggers, detail=True)
-
    
-
    
-
    
-
    
 
    
 def filterContent(self, buckets=None, node=None, bFind=None, bFindC=None, bFindRe=None, anyEnt=None, eVals=None, trigger=None, qTokens=None, valSelect=None, freeState=None, showStats=None)
 
    
@@ -3220,102 +1761,34 @@ 
    Returns
    
 
    names: keyed by tuples (eid, kind) and then path,
 the value is the name of that entity in the context indicated by path.
    
 
-
    
-def findTrigger(self, trigger, show=True)
-
    
-
    
-
    
-
    
-
    
-def findTriggers(self, triggers)
-
    
-
    
-
    
-
    
-
    
-def getMeta(self)
-
    
-
    
-
    Retrieves the metadata of the current sheet.
    
-
    
 
    
 def getTasks(self)
 
    
 
    
 
    
 
    
-
    
-def getToTokensFunc(self)
-
    
-
    
-
    
-
    
-
    
-def interference(self, rowMap, triggerScopes, myToTokens, seqFromStr, alsoInternal=False, alsoExpected=False)
-
    
-
    
-
    
-
    
-
    
-def partitionTriggers(self, triggers)
-
    
-
    
-
    
-
    
-
    
-def reportHits(self, silent=None, showNoHits=False)
-
    
-
    
-
    Reports the inventory.
    
-
    
 
    
 def setTask(self, task, force=False, caseSensitive=None)
 
    
 
    
 
    
 
    
-
    
-def triggerInterference(self, alsoInternal=False, alsoExpected=False)
-
    
-
    
-
    Produce a report of interferences between triggers.
    
-
    Triggers interfere if they have matches that intersect, i.e. there is a match
-m1 of trigger t1 and a match m2 of trigger t2 such that m1 and m2 intersect.
    
-
    Triggers may interfere potentially: if the triggers overlap they can have
-intersecting matches. But it does not mean that the corpus contains overlapping
-matches, i.e. that the triggers conflict actually.
    
-
    We report actually interfering triggers.
    
-
    Triggers within one row are associated to the same entity and work in the same
-row. It is not bad if they are conflicting with each other. If there
-are conflicting matches, the trigger that wins still flags the same entity.
-The worst thing is that some of these triggers are superfluous, but there is
-no reason to be picky on superfluous triggers.
    
-
    When one trigger is a proper part of another, this is mostly intentional.
-If the longer trigger matches, it wins it from the shorter trigger, unless
-the shorter trigger's match starts before the longer trigger's match.
    
-
    We think the user expects the longer trigger to win, but it may surprise him
-if the shorter triggers wins because it starts earlier.
    
-
    Parameters
    
-
    
-
    alsoInternal : boolean, optional False
    
-
    Also report interference between triggers on the same row.
    
-
    alsoExpected : boolean, optional False
    
-
    Also report expected interferences.
    
-
    
-
    
 
    
 
    Inherited members
    
 
      
 
    • Sheets:
 
 
      • 
 
    • Sets:
@@ -3323,6 +1796,7 @@ 
      Inherited members
      
 
    • addEntities
      • 
 
    • addEntity
      • 
 
    • addEntityRich
      • 
+
    • bucketType
      • 
 
    • checkBuckets
      • 
 
    • checkFeature
      • 
 
    • console
      • 
@@ -3435,10 +1909,13 @@ 
      Inherited members
      
 
      Index
      
 
      
 
 
      
 
        
@@ -3451,22 +1928,12 @@ 
        Index
        
 
          
 
        • 
 
          NER
          
-
diff --git a/tf/ner/scopes.html b/tf/ner/scopes.html
index 65043dae0..378f352a4 100644
--- a/tf/ner/scopes.html
+++ b/tf/ner/scopes.html
@@ -31,7 +31,7 @@ 
          Module tf.ner.scopes
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          import functools
 
@@ -518,7 +518,7 @@ 
          Classes
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          class Scopes:
     def repLoc(self, loc):
diff --git a/tf/ner/sets.html b/tf/ner/sets.html
index caec3665c..6085eb87b 100644
--- a/tf/ner/sets.html
+++ b/tf/ner/sets.html
@@ -34,7 +34,7 @@ 
          Module tf.ner.sets
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """Annotation set management.
 
@@ -451,7 +451,7 @@ 
          Parameters
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          class Sets(Data):
     def __init__(self, sets=None):
@@ -926,6 +926,7 @@ 
          Inherited members
          
 
        • addEntities
          • 
 
        • addEntity
          • 
 
        • addEntityRich
          • 
+
        • bucketType
          • 
 
        • checkBuckets
          • 
 
        • checkFeature
          • 
 
        • console
          • 
diff --git a/tf/ner/settings.html b/tf/ner/settings.html
index 5a6c44592..3afe93a30 100644
--- a/tf/ner/settings.html
+++ b/tf/ner/settings.html
@@ -32,11 +32,14 @@ 
          Module tf.ner.settings
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """Corpus dependent setup of the annotation tool.
 """
 
+import sys
+from importlib import util
+
 from ..browser.html import H
 from ..core.helpers import console
 from ..core.files import readYaml, fileExists, APP_CONFIG
@@ -63,8 +66,6 @@ 
          Module tf.ner.settings
          
 entityType: ent
 entitySet: "{entityType}-nodes"
 
-bucketType: chunk
-
 strFeature: str
 afterFeature: after
 
@@ -249,10 +250,6 @@ 
          Module tf.ner.settings
          
 
         *   `entitySet`: a name for the pre-existing set of entities;
 
-        *   `bucketType`: the annotation works with paragraph-like chunks of text
-            of your corpus. These units are called *buckets*.
-            Here you can specify which node type must be taken as the buckets.
-
         *   `features`: the features that contain essential information about
             the entities. Currently, we specify only 2 features. You may rename these
             features, but we advise not modify the number of features.
@@ -280,6 +277,34 @@ 
          Module tf.ner.settings
          
         specDir = self.specDir
 
         nerSpec = f"{specDir}/{APP_CONFIG}"
+        nerCode = f"{specDir}/code.py"
+
+        normalizeChars = None
+
+        if fileExists(nerCode):
+            try:
+                spec = util.spec_from_file_location("nerutils", nerCode)
+                code = util.module_from_spec(spec)
+                sys.path.insert(0, specDir)
+                spec.loader.exec_module(code)
+                sys.path.pop(0)
+                normalizeChars = code.normalizeChars
+                self.console(f"normalizeChars() loaded from {nerCode}")
+            except Exception as e:
+                normalizeChars = None
+                console(
+                    f"normalizeChars() could not be loaded from existing {nerCode}",
+                    error=True,
+                )
+                console(str(e), error=True)
+
+        if normalizeChars is None:
+            self.console(
+                "normalizeChars() not found. No normalization will take place."
+            )
+
+        self.normalizeChars = normalizeChars
+
         kwargs = (
             dict(asFile=nerSpec) if fileExists(nerSpec) else dict(text=DEFAULT_SETTINGS)
         )
@@ -417,11 +442,6 @@ 
          Classes
          
 
          entitySet: a name for the pre-existing set of entities;
          
 
          • 
 
        • 
-
          bucketType: the annotation works with paragraph-like chunks of text
-of your corpus. These units are called buckets.
-Here you can specify which node type must be taken as the buckets.
          
-
          • 
-
        • 
 
          features: the features that contain essential information about
 the entities. Currently, we specify only 2 features. You may rename these
 features, but we advise not modify the number of features.
@@ -454,7 +474,7 @@ 
          Classes
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          class Settings:
     def __init__(self):
@@ -476,10 +496,6 @@ 
          Classes
          
 
         *   `entitySet`: a name for the pre-existing set of entities;
 
-        *   `bucketType`: the annotation works with paragraph-like chunks of text
-            of your corpus. These units are called *buckets*.
-            Here you can specify which node type must be taken as the buckets.
-
         *   `features`: the features that contain essential information about
             the entities. Currently, we specify only 2 features. You may rename these
             features, but we advise not modify the number of features.
@@ -507,6 +523,34 @@ 
          Classes
          
         specDir = self.specDir
 
         nerSpec = f"{specDir}/{APP_CONFIG}"
+        nerCode = f"{specDir}/code.py"
+
+        normalizeChars = None
+
+        if fileExists(nerCode):
+            try:
+                spec = util.spec_from_file_location("nerutils", nerCode)
+                code = util.module_from_spec(spec)
+                sys.path.insert(0, specDir)
+                spec.loader.exec_module(code)
+                sys.path.pop(0)
+                normalizeChars = code.normalizeChars
+                self.console(f"normalizeChars() loaded from {nerCode}")
+            except Exception as e:
+                normalizeChars = None
+                console(
+                    f"normalizeChars() could not be loaded from existing {nerCode}",
+                    error=True,
+                )
+                console(str(e), error=True)
+
+        if normalizeChars is None:
+            self.console(
+                "normalizeChars() not found. No normalization will take place."
+            )
+
+        self.normalizeChars = normalizeChars
+
         kwargs = (
             dict(asFile=nerSpec) if fileExists(nerSpec) else dict(text=DEFAULT_SETTINGS)
         )
diff --git a/tf/ner/sheets.html b/tf/ner/sheets.html
index c49b8ecbb..cdaf71aba 100644
--- a/tf/ner/sheets.html
+++ b/tf/ner/sheets.html
@@ -31,7 +31,7 @@ 
          Module tf.ner.sheets
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          import re
 import time
@@ -47,6 +47,7 @@ 
          Module tf.ner.sheets
          
 from .helpers import tnorm, normalize, toSmallId, toTokens
 
 from .scopes import Scopes, partitionScopes
+from .triggers import Triggers
 
 
 DS_STORE = ".DS_Store"
@@ -74,7 +75,7 @@ 
          Module tf.ner.sheets
          
 """.strip().split()
 
 
-class Sheets(Scopes):
+class Sheets(Scopes, Triggers):
     def __init__(self, sheets=None):
         CI = CheckImport("openpyxl")
         if CI.importOK(hint=True):
@@ -109,6 +110,19 @@ 
          Module tf.ner.sheets
          
 
         self.readSheets()
 
+    def getToTokensFunc(self):
+        settings = self.settings
+        spaceEscaped = settings.spaceEscaped
+        sheetData = self.getSheetData()
+        caseSensitive = sheetData.caseSensitive
+
+        def myToTokens(trigger):
+            return toTokens(
+                trigger, spaceEscaped=spaceEscaped, caseSensitive=caseSensitive
+            )
+
+        return myToTokens
+
     def readSheets(self):
         """Read the list current ner sheets (again).
 
@@ -415,10 +429,18 @@ 
          Module tf.ner.sheets
          
 
         1.  **triggers**. A list of triggers, i.e. textual strings that occur in the
             corpus and trigger the detection of the entity named in the **name**
-            column.
+            column. The individual triggers must be separated by a `;`. Triggers may
+            contain multiple words, and even `,`s. It is recommended not to use
+            newlines in the trigger cells. When the triggers are read, white-space
+            will be trimmed, and some character replacements will take place, which
+            are dependent on the corpus. Think of replacing various kinds of quotes
+            by ASCII quotes.
 
         The remaining columns are metadata columns. This metadata can be retrieved
         by means of the function `tf.ner.ner.NER.getMeta()`
+
+        A good, real-world example of such a spreadsheet is *people.xlsx* in the
+        [Suriano corpus](https://gitlab.huc.knaw.nl/suriano/letters/-/tree/main/ner/specs?ref_type=heads)
         """
         sheetName = self.sheetName
         sheetDir = self.sheetDir
@@ -471,6 +493,11 @@ 
          Module tf.ner.sheets
          
 
         return result
 
+    def getMeta(self):
+        """Retrieves the metadata of the current sheet."""
+        sheetData = self.getSheetData()
+        return (sheetData.metaFields, sheetData.metaData)
+
     def _readSheet(self):
         """Read all the spreadsheets, the main one and the tweaks.
 
@@ -1074,9 +1101,9 @@ 
          Classes
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
-
          class Sheets(Scopes):
+
          class Sheets(Scopes, Triggers):
     def __init__(self, sheets=None):
         CI = CheckImport("openpyxl")
         if CI.importOK(hint=True):
@@ -1111,6 +1138,19 @@ 
          Classes
          
 
         self.readSheets()
 
+    def getToTokensFunc(self):
+        settings = self.settings
+        spaceEscaped = settings.spaceEscaped
+        sheetData = self.getSheetData()
+        caseSensitive = sheetData.caseSensitive
+
+        def myToTokens(trigger):
+            return toTokens(
+                trigger, spaceEscaped=spaceEscaped, caseSensitive=caseSensitive
+            )
+
+        return myToTokens
+
     def readSheets(self):
         """Read the list current ner sheets (again).
 
@@ -1417,10 +1457,18 @@ 
          Classes
          
 
         1.  **triggers**. A list of triggers, i.e. textual strings that occur in the
             corpus and trigger the detection of the entity named in the **name**
-            column.
+            column. The individual triggers must be separated by a `;`. Triggers may
+            contain multiple words, and even `,`s. It is recommended not to use
+            newlines in the trigger cells. When the triggers are read, white-space
+            will be trimmed, and some character replacements will take place, which
+            are dependent on the corpus. Think of replacing various kinds of quotes
+            by ASCII quotes.
 
         The remaining columns are metadata columns. This metadata can be retrieved
         by means of the function `tf.ner.ner.NER.getMeta()`
+
+        A good, real-world example of such a spreadsheet is *people.xlsx* in the
+        [Suriano corpus](https://gitlab.huc.knaw.nl/suriano/letters/-/tree/main/ner/specs?ref_type=heads)
         """
         sheetName = self.sheetName
         sheetDir = self.sheetDir
@@ -1473,6 +1521,11 @@ 
          Classes
          
 
         return result
 
+    def getMeta(self):
+        """Retrieves the metadata of the current sheet."""
+        sheetData = self.getSheetData()
+        return (sheetData.metaFields, sheetData.metaData)
+
     def _readSheet(self):
         """Read all the spreadsheets, the main one and the tweaks.
 
@@ -2060,6 +2113,7 @@ 
          Classes
          
 
          Ancestors
          
 
 
          Subclasses
          
 
            
@@ -2078,12 +2132,24 @@ 
            Instance variables
            
 
 
            Methods
            
 
            
+
            
+def getMeta(self)
+
            
+
            
+
            Retrieves the metadata of the current sheet.
            
+
            
 
            
 def getSheetData(self)
 
            
 
            
 
            Deliver the current sheet.
            
 
            
+
            
+def getToTokensFunc(self)
+
            
+
            
+
            
+
            
 
            
 def loadSheetData(self, force=False, caseSensitive=False)
 
            
@@ -2158,11 +2224,18 @@ 
            Methods
            
 
          • 
 
            triggers. A list of triggers, i.e. textual strings that occur in the
 corpus and trigger the detection of the entity named in the name
-column.
            
+column. The individual triggers must be separated by a ;. Triggers may
+contain multiple words, and even ,s. It is recommended not to use
+newlines in the trigger cells. When the triggers are read, white-space
+will be trimmed, and some character replacements will take place, which
+are dependent on the corpus. Think of replacing various kinds of quotes
+by ASCII quotes.
            
 
            • 
 
 
            The remaining columns are metadata columns. This metadata can be retrieved
-by means of the function NER.getMeta()
            
+by means of the function Sheets.getMeta()
            
+
            A good, real-world example of such a spreadsheet is people.xlsx in the
+Suriano corpus
            
 
 
            
 def readSheets(self)
@@ -2198,6 +2271,12 @@ 
            Inherited members
            
 
          • parseScopes
            • 
 
          
 
          • 
+
        • Triggers:
+
+
          • 
 
        
 
 
@@ -2270,7 +2349,9 @@ 
        Index
        
 
      • 
 
        Sheets
        
 
          
+
        • getMeta
          • 
 
        • getSheetData
          • 
+
        • getToTokensFunc
          • 
 
        • loadSheetData
          • 
 
        • log
          • 
 
        • makeSheetOfSingleTokens
          • 
diff --git a/tf/ner/show.html b/tf/ner/show.html
index c01c337a6..bbe8720df 100644
--- a/tf/ner/show.html
+++ b/tf/ner/show.html
@@ -32,7 +32,7 @@ 
          Module tf.ner.show
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """Rendering of corpus extracts with annotations.
 """
@@ -501,7 +501,7 @@ 
          Module tf.ner.show
          
         """
 
         settings = self.settings
-        bucketType = settings.bucketType
+        bucketType = self.bucketType
         features = settings.features
         style = self.style
         ltr = self.ltr
@@ -683,7 +683,7 @@ 
          Classes
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          class Show:
     def showEntityOverview(self):
@@ -1129,7 +1129,7 @@ 
          Classes
          
         """
 
         settings = self.settings
-        bucketType = settings.bucketType
+        bucketType = self.bucketType
         features = settings.features
         style = self.style
         ltr = self.ltr
diff --git a/tf/ner/triggers.html b/tf/ner/triggers.html
new file mode 100644
index 000000000..ccddddb37
--- /dev/null
+++ b/tf/ner/triggers.html
@@ -0,0 +1,1682 @@
+
+
+
+
+
+
+tf.ner.triggers API documentation
+
+
+
+
+
+
+
+
+
+
+
+
+
+
          
+
          
+
          
+
          Module tf.ner.triggers
          
+
          
+
          
+
          
+
+Expand source code
+Browse git
+
+
          import collections
+from textwrap import dedent
+
+from ..core.files import fileOpen
+from ..core.helpers import console
+
+from .helpers import hasCommon, toTokens
+from .match import occMatch
+from .scopes import locInScopes
+
+
+def makePartitions(triggers, myToTokens):
+    """Partition a set of triggers into groups where triggers are pairwise disjoint.
+
+    The intention is to explore all triggers that apparently do not have hits.
+    We need to look them up in isolation, because then they might have hits.
+
+    But searching per trigger is expensive. We want to group triggers together
+    that can not interact with each other: triggers whose tokens are pairwise
+    disjoint. A hit of one trigger can then never be part of a hit of any other
+    trigger in the group.
+    """
+
+    triggerTokens = {}
+    nTriggerTokens = {}
+
+    for trigger in triggers:
+        tokens = myToTokens(trigger)
+        triggerTokens[trigger] = tokens
+        nTriggerTokens.setdefault(len(tokens), {})[trigger] = tokens
+
+    singleTokenTriggers = list(nTriggerTokens[1]) if 1 in nTriggerTokens else []
+
+    partition = [singleTokenTriggers]
+
+    for n in sorted(nTriggerTokens):
+        if n == 1:
+            continue
+        for triggerA, tokensA in nTriggerTokens[n].items():
+            added = False
+
+            for part in partition:
+                common = False
+
+                for triggerB in part:
+                    tokensB = triggerTokens[triggerB]
+
+                    if hasCommon(tokensA, tokensB):
+                        common = True
+                        break
+
+                if common:
+                    continue
+
+                part.append(triggerA)
+                added = True
+                break
+
+            if not added:
+                partition.append([triggerA])
+
+    return (triggerTokens, partition)
+
+
+class Triggers:
+    def partitionTriggers(self, triggers):
+        return makePartitions(triggers, self.getToTokensFunc())[1]
+
+    def reportHits(self, silent=None, showNoHits=False):
+        """Reports the inventory."""
+        if not self.properlySetup:
+            return
+
+        silent = self.silent if silent is None else silent
+        sectionHead = self.sectionHead
+        sheetData = self.getSheetData()
+        allTriggers = sheetData.allTriggers
+        inventory = sheetData.inventory
+
+        setName = self.setName
+        annoDir = self.annoDir
+        setDir = f"{annoDir}/{setName}"
+        reportFile = f"{setDir}/hits.tsv"
+        reportTriggerBySlotFile = f"{setDir}/triggerBySlot.tsv"
+
+        hitData = []
+        names = set()
+        noHits = set()
+        triggersBySlot = {}
+
+        for e in sorted(allTriggers):
+            (name, eidkind, trigger, scope) = e
+
+            names.add(name)
+
+            entry = (name, trigger, scope)
+            section = ""
+            hits = ""
+
+            entInfo = inventory.get(eidkind, None)
+
+            if entInfo is None:
+                hitData.append(("!E", *entry, "", 0))
+                noHits.add(trigger)
+                continue
+
+            triggerInfo = entInfo.get(trigger, None)
+
+            if triggerInfo is None:
+                hitData.append(("!T", *entry, "", 0))
+                noHits.add(trigger)
+                continue
+
+            occs = triggerInfo.get(scope, None)
+
+            if occs is None or len(occs) == 0:
+                hitData.append(("!P", *entry, "", 0))
+                noHits.add(trigger)
+                continue
+
+            sectionInfo = collections.Counter()
+
+            for slots in occs:
+                for slot in slots:
+                    triggersBySlot.setdefault(slot, set()).add(trigger)
+
+                section = sectionHead(slots[0])
+                sectionInfo[section] += 1
+
+            for section, hits in sorted(sectionInfo.items()):
+                hitData.append(("OK", *entry, section, hits))
+
+        multipleTriggers = {}
+        triggerBySlot = {}
+        self.triggerBySlot = triggerBySlot
+
+        for slot, triggers in triggersBySlot.items():
+            if len(triggers) > 1:
+                multipleTriggers[slot] = triggers
+
+            triggerBySlot[slot] = list(triggers)[0]
+
+        if len(multipleTriggers) == 0:
+            self.console("No slot is covered by more than one trigger")
+        else:
+            console(
+                f"Slots covered by multiple triggers: {len(multipleTriggers)}",
+                error=True,
+            )
+            for slot, triggers in multipleTriggers.items():
+                triggersRep = ", ".join(f"«{trigger}»" for trigger in sorted(triggers))
+                self.console(f"{slot:>7}: {triggersRep}", error=True)
+
+        trigWithout = len(noHits)
+
+        if showNoHits and (trigWithout > 0):
+            uncovered = 0
+            console(
+                "Triggers without hits: " f"{trigWithout}x:",
+                error=True,
+            )
+
+            if len(noHits):
+                uncovered = self.diagnoseTriggers(noHits, detail=False)
+
+        with fileOpen(reportFile, "w") as rh:
+            rh.write("label\tname\ttrigger\tscope\tsection\thits\n")
+
+            for h in sorted(hitData):
+                line = "\t".join(str(c) for c in h)
+                rh.write(f"{line}\n")
+
+        with fileOpen(reportTriggerBySlotFile, "w") as rh:
+            rh.write("slot\ttrigger\n")
+
+            for slot, trigger in sorted(
+                triggerBySlot.items(), key=lambda x: (x[1], x[0])
+            ):
+                rh.write(f"{slot}\t{trigger}\n")
+
+        nEnt = len(names)
+        nTriggers = len(allTriggers)
+        nHits = sum(e[-1] for e in hitData)
+
+        msg = (
+            f"\t{nEnt} entities targeted with {nHits} occurrences. See {reportFile}"
+            if silent
+            else dedent(
+                f"""
+                Entities targeted:          {nEnt:>5}
+                Triggers searched for:      {nTriggers:>5}
+                Triggers without hits:      {trigWithout:>5}
+                 - completely covered:      {trigWithout - uncovered:>5}
+                 - missing hits:            {uncovered:>5}
+                Triggers with hits:         {nTriggers - trigWithout:>5}
+                Total hits:                 {nHits:>5}
+
+                All hits in report file:      {reportFile}
+                Triggers by slot in file:     {reportTriggerBySlotFile}
+                """
+            )
+        )
+        console(msg)
+
+    def triggerInterference(self, alsoInternal=False, alsoExpected=False):
+        """Produce a report of interferences between triggers.
+
+        Triggers interfere if they have matches that intersect, i.e. there is a match
+        m1 of trigger t1 and a match m2 of trigger t2 such that m1 and m2 intersect.
+
+        Triggers may interfere *potentially*: if the triggers overlap they can have
+        intersecting matches. But it does not mean that the corpus contains overlapping
+        matches, i.e. that the triggers conflict actually.
+
+        We report *actually* interfering triggers.
+
+        Triggers within one row are associated to the same entity and work in the same
+        row. It is not bad if they are conflicting with each other. If there
+        are conflicting matches, the trigger that wins still flags the same entity.
+        The worst thing is that some of these triggers are superfluous, but there is
+        no reason to be picky on superfluous triggers.
+
+        When one trigger is a proper part of another, this is mostly intentional.
+        If the longer trigger matches, it wins it from the shorter trigger, unless
+        the shorter trigger's match starts before the longer trigger's match.
+
+        We think the user expects the longer trigger to win, but it may surprise him
+        if the shorter triggers wins because it starts earlier.
+
+        Parameters
+        ----------
+        alsoInternal: boolean, optional False
+            Also report interference between triggers on the same row.
+        alsoExpected: boolean, optional False
+            Also report expected interferences.
+        """
+        setName = self.setName
+        annoDir = self.annoDir
+        setDir = f"{annoDir}/{setName}"
+        reportFile = f"{setDir}/interference.txt"
+
+        app = self.app
+        L = app.api.L
+        T = app.api.T
+        sheetData = self.getSheetData()
+        rowMap = sheetData.rowMap
+        triggerScopes = sheetData.triggerScopes
+
+        interferences, parts = self.interference(
+            rowMap,
+            triggerScopes,
+            self.getToTokensFunc(),
+            self.seqFromStr,
+            alsoInternal=alsoInternal,
+            alsoExpected=alsoExpected,
+        )
+
+        messages = []
+        witnessed = {}
+
+        nParts = len(parts)
+        plural = "" if nParts == 1 else "es"
+        self.console(
+            f"Looking up {len(interferences)} potential interferences "
+            f"in {len(parts)} pass{plural} over the corpus ",
+            newline=False,
+        )
+
+        for part in parts:
+            self.console(".", newline=False)
+            inventory = self.findTriggers(part)
+
+            for trigger, data in inventory.items():
+                occs = data.get(trigger, {}).get("", [])
+                nOccs = len(occs)
+
+                if nOccs:
+                    witnessed[trigger] = occs
+
+        self.console("")
+
+        msg = (
+            f"{len(witnessed)} potential conflicting trigger pairs with "
+            f"{sum(len(x) for x in witnessed.values())} conflicts"
+        )
+        console(msg)
+        messages.append(msg)
+
+        conflicts = {}
+
+        for (
+            triggerA,
+            triggerB,
+            triggerC,
+            scopeRepA,
+            scopeRepB,
+            commonScopes,
+        ) in interferences:
+            if triggerC not in witnessed:
+                continue
+
+            rowA = sorted(set(rowMap[triggerA]))
+            rowB = sorted(set(rowMap[triggerB]))
+            key = "same row" if rowA == rowB else "different rows"
+            conflicts.setdefault(key, []).append(
+                (
+                    rowA,
+                    rowB,
+                    triggerA,
+                    triggerB,
+                    witnessed[triggerC],
+                    scopeRepA,
+                    scopeRepB,
+                    commonScopes,
+                )
+            )
+
+        for key, confls in conflicts.items():
+            newConfls = []
+
+            for (
+                rowA,
+                rowB,
+                triggerA,
+                triggerB,
+                occs,
+                scopeRepA,
+                scopeRepB,
+                commonScopes,
+            ) in confls:
+                hits = {}
+
+                for occ in sorted(occs):
+                    sectionNode = L.u(occ[0], otype="chunk")[0]
+                    heading = tuple(
+                        int(x if type(x) is int else x.lstrip("0") or "0")
+                        for x in T.sectionFromNode(sectionNode, fillup=True)
+                    )
+
+                    if not locInScopes(heading, commonScopes):
+                        continue
+
+                    heading = app.sectionStrFromNode(sectionNode)
+                    hits.setdefault(heading, []).append(occ)
+
+                if len(hits) == 0:
+                    continue
+
+                newConfls.append(
+                    (rowA, rowB, triggerA, triggerB, hits, scopeRepA, scopeRepB)
+                )
+
+            msg = f"{key} ({len(newConfls)} pairs)"
+            msg = f"----------\n{msg}\n----------"
+            console(msg)
+            messages.append(msg)
+
+            for (
+                rowA,
+                rowB,
+                triggerA,
+                triggerB,
+                hits,
+                scopeRepA,
+                scopeRepB,
+            ) in newConfls:
+                rowRepA = ",".join(str(r) for r in rowA)
+                rowRepB = ",".join(str(r) for r in rowB)
+                msg = (
+                    f"{rowRepA:<12} ({scopeRepA:<12}): «{triggerA}»\n"
+                    f"{rowRepB:<12} ({scopeRepB:<12}): «{triggerB}»"
+                )
+                console(msg)
+                messages.append(msg)
+                console(f"{hits=}")
+
+                diags = []
+
+                i = 0
+
+                for heading, occs in sorted(hits.items()):
+                    nOccs = len(occs)
+
+                    if i == 0:
+                        diags.append([])
+
+                    diags[-1].append(f"{heading} x {nOccs}")
+                    i += 1
+
+                    if i == 5:
+                        i = 0
+
+                first = True
+
+                for batch in diags:
+                    label = f"{'occurrences':>25}: " if first else (" " * 27)
+                    first = False
+                    msg = f"{label} {', '.join(batch)}"
+                    console(msg)
+                    messages.append(msg)
+
+        with fileOpen(reportFile, "w") as fh:
+            for msg in messages:
+                fh.write(f"{msg}\n")
+
+        console(f"Diagnostic trigger interferences written to {reportFile}")
+
+    def diagnoseTriggers(self, triggers, detail=True):
+        sheetData = self.getSheetData()
+        triggerScopes = sheetData.triggerScopes
+
+        parts = self.partitionTriggers(triggers)
+
+        uncovered = 0
+
+        nParts = len(parts)
+        plural = "" if nParts == 1 else "es"
+        self.console(
+            f"Looking up {len(triggers)} triggers "
+            f"in {len(parts)} pass{plural} over the corpus ",
+            newline=False,
+        )
+
+        items = []
+
+        for part in parts:
+            self.console(".", newline=False)
+            inventory = self.findTriggers(part)
+
+            for trigger, data in inventory.items():
+                occs = data.get(trigger, {}).get("", [])
+                items.append((trigger, occs))
+
+        for trigger, occs in sorted(
+            items,
+            key=lambda x: (", ".join(sorted(triggerScopes[x[0]])), x[0].lower()),
+        ):
+            uncovered += 0 if self.diagnoseTrigger(trigger, occs, detail=detail) else 1
+
+        self.console("")
+
+        return uncovered
+
+    def diagnoseTrigger(self, trigger, occs, detail=True):
+        app = self.app
+        L = app.api.L
+        triggerBySlot = self.triggerBySlot
+        sheetData = self.getSheetData()
+        triggerScopes = sheetData.triggerScopes
+
+        uncoveredSlots = set()
+        coveredBy = {}
+
+        for slots in occs:
+            for slot in slots:
+                cTrigger = triggerBySlot.get(slot, None)
+
+                if cTrigger is None:
+                    uncoveredSlots.add(slot)
+                else:
+                    coveredBy.setdefault(cTrigger, set()).add(slot)
+
+        properHits = {}
+
+        nUncoveredSlots = len(uncoveredSlots)
+        ok = nUncoveredSlots == 0
+
+        if nUncoveredSlots:
+            for slot in sorted(uncoveredSlots):
+                heading = app.sectionStrFromNode(L.u(slot, otype="chunk")[0])
+                occ = properHits.setdefault(heading, [[]])
+
+                if len(occ[-1]) == 0 or occ[-1][-1] + 1 == slot:
+                    occ[-1].append(slot)
+                else:
+                    occ.append([slot])
+
+        nMissedHits = 0
+        properOccsDiag = []
+        properOccsDiagCompact = []
+
+        for heading, occs in properHits.items():
+            nOccs = len(occs)
+            nMissedHits += nOccs
+            properOccsDiag.append(f"\t\t{heading}: {nOccs} x")
+            properOccsDiagCompact.append(f"{heading} x {nOccs}")
+
+        properOccsDiag[0:0] = [f"\tuncovered: {nMissedHits} x"]
+
+        coveredOccsDiag = []
+
+        for cTrigger in sorted(coveredBy, key=lambda x: x.lower()):
+            thisCoveredOccsDiag = []
+            coveredSlots = sorted(coveredBy[cTrigger])
+
+            coveredHits = {}
+
+            for slot in sorted(coveredSlots):
+                heading = app.sectionStrFromNode(L.u(slot, otype="chunk")[0])
+                occ = coveredHits.setdefault(heading, [[]])
+
+                if len(occ[-1]) == 0 or occ[-1][-1] + 1 == slot:
+                    occ[-1].append(slot)
+                else:
+                    occ.append([slot])
+
+            nCoveredHits = 0
+
+            for heading, occs in coveredHits.items():
+                nOccs = len(occs)
+                nCoveredHits += nOccs
+                thisCoveredOccsDiag.append(f"\t\t{heading}: {nOccs} x")
+
+            thisCoveredOccsDiag[0:0] = [f"\tcovered by: {cTrigger}: {nCoveredHits} x"]
+
+            coveredOccsDiag.extend(thisCoveredOccsDiag)
+
+        scopeRep = f"({', '.join(sorted(triggerScopes[trigger]))})"
+
+        if detail:
+            console(f"{trigger} {scopeRep}:")
+
+            for line in properOccsDiag:
+                console(line)
+
+            for line in coveredOccsDiag:
+                console(line)
+
+        else:
+            if nUncoveredSlots == 0:
+                if False:
+                    console(f"{trigger} {scopeRep}: covered by other triggers")
+            else:
+                missedHits = []
+
+                i = 0
+                for occRep in properOccsDiagCompact:
+                    if i == 0:
+                        missedHits.append([occRep])
+                    else:
+                        missedHits[-1].append(occRep)
+
+                    i += 1
+                    if i == 5:
+                        i = 0
+
+                missedHitsRep = ", ".join(missedHits[0])
+                console(f"{trigger:<40} {scopeRep:<12}: {missedHitsRep}", error=True)
+
+                for m in missedHits[1:]:
+                    missedHitsRep = ", ".join(m)
+                    console(f"{' ' * 55}{missedHitsRep}", error=True)
+
+        return ok
+
+    def interference(
+        self,
+        rowMap,
+        triggerScopes,
+        myToTokens,
+        seqFromStr,
+        alsoInternal=False,
+        alsoExpected=False,
+    ):
+        triggers = list(rowMap)
+
+        triggerTokens, parts = makePartitions(triggers, myToTokens)
+
+        nParts = len(parts)
+
+        interferences = []
+
+        intersections = {}
+
+        for i, part in enumerate(parts):
+            if i == nParts - 1:
+                break
+
+            for otherPart in parts[i + 1 : nParts]:
+                for triggerA in part:
+                    for triggerB in otherPart:
+                        tokensA = triggerTokens[triggerA]
+                        tokensB = triggerTokens[triggerB]
+
+                        if not alsoInternal:
+                            rowsA = set(rowMap[triggerA])
+                            rowsB = set(rowMap[triggerB])
+                            if rowsA == rowsB:
+                                continue
+
+                        scopesA = ",".join(sorted(triggerScopes[triggerA]))
+                        scopesB = ",".join(sorted(triggerScopes[triggerB]))
+                        commonScopes = intersections.get((triggerA, triggerB), None)
+
+                        if commonScopes is None:
+                            commonScopes = self.intersectScopes(scopesA, scopesB)
+                            intersections[(triggerA, triggerB)] = commonScopes
+
+                        if len(commonScopes) == 0:
+                            continue
+
+                        common = hasCommon(tokensA, tokensB)
+
+                        if common is None:
+                            continue
+
+                        ref, pos, length = common
+                        nTokensA = len(tokensA)
+                        nTokensB = len(tokensB)
+
+                        nTokensLatter = nTokensB if ref == 1 else nTokensA
+
+                        expected = length == nTokensLatter
+
+                        if expected and not alsoExpected:
+                            continue
+
+                        if ref == 1:
+                            nB = len(tokensB)
+                            union = tokensA
+
+                            if length < nB:
+                                union += tokensB[length:]
+                        else:
+                            nA = len(tokensA)
+                            union = tokensB
+
+                            if length < nA:
+                                union += tokensA[length:]
+
+                        interferences.append(
+                            (
+                                triggerA,
+                                triggerB,
+                                " ".join(union),
+                                scopesA,
+                                scopesB,
+                                commonScopes,
+                            )
+                        )
+
+        parts = makePartitions([x[2] for x in interferences], myToTokens)[1]
+
+        return interferences, parts
+
+    def findTriggers(self, triggers):
+        if not self.properlySetup:
+            return []
+
+        settings = self.settings
+        spaceEscaped = settings.spaceEscaped
+
+        setData = self.getSetData()
+        getTokens = self.getTokens
+        seqFromNode = self.seqFromNode
+
+        buckets = setData.buckets or ()
+        sheetData = self.getSheetData()
+
+        caseSensitive = sheetData.caseSensitive
+
+        idMap = {trigger: trigger for trigger in triggers}
+        tMap = {trigger: "" for trigger in triggers}
+        tPos = {}
+        triggerSet = set()
+        instructions = {(): dict(tPos=tPos, tMap=tMap, idMap=idMap)}
+
+        for trigger in triggers:
+            triggerT = toTokens(
+                trigger, spaceEscaped=spaceEscaped, caseSensitive=caseSensitive
+            )
+            triggerSet.add(triggerT)
+
+        for triggerT in triggerSet:
+            for i, token in enumerate(triggerT):
+                tPos.setdefault(i, {}).setdefault(token, set()).add(triggerT)
+
+        inventory = occMatch(
+            getTokens,
+            seqFromNode,
+            buckets,
+            instructions,
+            spaceEscaped,
+            caseSensitive=caseSensitive,
+        )
+
+        return inventory
+
+    def findTrigger(self, trigger, show=True):
+        if not self.properlySetup:
+            return []
+
+        app = self.app
+        L = app.api.L
+
+        settings = self.settings
+        spaceEscaped = settings.spaceEscaped
+
+        setData = self.getSetData()
+        getTokens = self.getTokens
+        seqFromNode = self.seqFromNode
+
+        buckets = setData.buckets or ()
+        sheetData = self.getSheetData()
+
+        caseSensitive = sheetData.caseSensitive
+
+        triggerT = toTokens(
+            trigger, spaceEscaped=spaceEscaped, caseSensitive=caseSensitive
+        )
+        idMap = {trigger: trigger}
+        tMap = {trigger: ""}
+        tPos = {}
+
+        for i, token in enumerate(triggerT):
+            tPos.setdefault(i, {}).setdefault(token, set()).add(triggerT)
+
+        instructions = {(): dict(tPos=tPos, tMap=tMap, idMap=idMap)}
+
+        inventory = occMatch(
+            getTokens,
+            seqFromNode,
+            buckets,
+            instructions,
+            spaceEscaped,
+            caseSensitive=caseSensitive,
+        )
+
+        occs = inventory.get(trigger, {}).get(trigger, {}).get("", [])
+
+        if show:
+            nOccs = len(occs)
+            plural = "" if nOccs == 1 else "s"
+            app.dm(f"**{nOccs} occurrence{plural}**\n")
+
+            if nOccs:
+                headings = set()
+                highlights = set()
+
+                for occ in occs:
+                    headings.add(L.u(occ[0], otype="chunk")[0])
+
+                    for slot in occ:
+                        highlights.add(slot)
+
+                for hd in sorted(headings):
+                    app.plain(hd, highlights=highlights)
+        else:
+            return occs
          
+
          
+
          
+
          
+
          
+
          
+
          
+
          
+
          Functions
          
+
          
+
          
+def makePartitions(triggers, myToTokens)
+
          
+
          
+
          Partition a set of triggers into groups where triggers are pairwise disjoint.
          
+
          The intention is to explore all triggers that apparently do not have hits.
+We need to look them up in isolation, because then they might have hits.
          
+
          But searching per trigger is expensive. We want to group triggers together
+that can not interact with each other: triggers whose tokens are pairwise
+disjoint. A hit of one trigger can then never be part of a hit of any other
+trigger in the group.
          
+
          
+
          
+
          
+
          
+
          Classes
          
+
          
+
          
+class Triggers
+
          
+
          
+
          
+
          
+
+Expand source code
+Browse git
+
+
          class Triggers:
+    def partitionTriggers(self, triggers):
+        return makePartitions(triggers, self.getToTokensFunc())[1]
+
+    def reportHits(self, silent=None, showNoHits=False):
+        """Reports the inventory."""
+        if not self.properlySetup:
+            return
+
+        silent = self.silent if silent is None else silent
+        sectionHead = self.sectionHead
+        sheetData = self.getSheetData()
+        allTriggers = sheetData.allTriggers
+        inventory = sheetData.inventory
+
+        setName = self.setName
+        annoDir = self.annoDir
+        setDir = f"{annoDir}/{setName}"
+        reportFile = f"{setDir}/hits.tsv"
+        reportTriggerBySlotFile = f"{setDir}/triggerBySlot.tsv"
+
+        hitData = []
+        names = set()
+        noHits = set()
+        triggersBySlot = {}
+
+        for e in sorted(allTriggers):
+            (name, eidkind, trigger, scope) = e
+
+            names.add(name)
+
+            entry = (name, trigger, scope)
+            section = ""
+            hits = ""
+
+            entInfo = inventory.get(eidkind, None)
+
+            if entInfo is None:
+                hitData.append(("!E", *entry, "", 0))
+                noHits.add(trigger)
+                continue
+
+            triggerInfo = entInfo.get(trigger, None)
+
+            if triggerInfo is None:
+                hitData.append(("!T", *entry, "", 0))
+                noHits.add(trigger)
+                continue
+
+            occs = triggerInfo.get(scope, None)
+
+            if occs is None or len(occs) == 0:
+                hitData.append(("!P", *entry, "", 0))
+                noHits.add(trigger)
+                continue
+
+            sectionInfo = collections.Counter()
+
+            for slots in occs:
+                for slot in slots:
+                    triggersBySlot.setdefault(slot, set()).add(trigger)
+
+                section = sectionHead(slots[0])
+                sectionInfo[section] += 1
+
+            for section, hits in sorted(sectionInfo.items()):
+                hitData.append(("OK", *entry, section, hits))
+
+        multipleTriggers = {}
+        triggerBySlot = {}
+        self.triggerBySlot = triggerBySlot
+
+        for slot, triggers in triggersBySlot.items():
+            if len(triggers) > 1:
+                multipleTriggers[slot] = triggers
+
+            triggerBySlot[slot] = list(triggers)[0]
+
+        if len(multipleTriggers) == 0:
+            self.console("No slot is covered by more than one trigger")
+        else:
+            console(
+                f"Slots covered by multiple triggers: {len(multipleTriggers)}",
+                error=True,
+            )
+            for slot, triggers in multipleTriggers.items():
+                triggersRep = ", ".join(f"«{trigger}»" for trigger in sorted(triggers))
+                self.console(f"{slot:>7}: {triggersRep}", error=True)
+
+        trigWithout = len(noHits)
+
+        if showNoHits and (trigWithout > 0):
+            uncovered = 0
+            console(
+                "Triggers without hits: " f"{trigWithout}x:",
+                error=True,
+            )
+
+            if len(noHits):
+                uncovered = self.diagnoseTriggers(noHits, detail=False)
+
+        with fileOpen(reportFile, "w") as rh:
+            rh.write("label\tname\ttrigger\tscope\tsection\thits\n")
+
+            for h in sorted(hitData):
+                line = "\t".join(str(c) for c in h)
+                rh.write(f"{line}\n")
+
+        with fileOpen(reportTriggerBySlotFile, "w") as rh:
+            rh.write("slot\ttrigger\n")
+
+            for slot, trigger in sorted(
+                triggerBySlot.items(), key=lambda x: (x[1], x[0])
+            ):
+                rh.write(f"{slot}\t{trigger}\n")
+
+        nEnt = len(names)
+        nTriggers = len(allTriggers)
+        nHits = sum(e[-1] for e in hitData)
+
+        msg = (
+            f"\t{nEnt} entities targeted with {nHits} occurrences. See {reportFile}"
+            if silent
+            else dedent(
+                f"""
+                Entities targeted:          {nEnt:>5}
+                Triggers searched for:      {nTriggers:>5}
+                Triggers without hits:      {trigWithout:>5}
+                 - completely covered:      {trigWithout - uncovered:>5}
+                 - missing hits:            {uncovered:>5}
+                Triggers with hits:         {nTriggers - trigWithout:>5}
+                Total hits:                 {nHits:>5}
+
+                All hits in report file:      {reportFile}
+                Triggers by slot in file:     {reportTriggerBySlotFile}
+                """
+            )
+        )
+        console(msg)
+
+    def triggerInterference(self, alsoInternal=False, alsoExpected=False):
+        """Produce a report of interferences between triggers.
+
+        Triggers interfere if they have matches that intersect, i.e. there is a match
+        m1 of trigger t1 and a match m2 of trigger t2 such that m1 and m2 intersect.
+
+        Triggers may interfere *potentially*: if the triggers overlap they can have
+        intersecting matches. But it does not mean that the corpus contains overlapping
+        matches, i.e. that the triggers conflict actually.
+
+        We report *actually* interfering triggers.
+
+        Triggers within one row are associated to the same entity and work in the same
+        row. It is not bad if they are conflicting with each other. If there
+        are conflicting matches, the trigger that wins still flags the same entity.
+        The worst thing is that some of these triggers are superfluous, but there is
+        no reason to be picky on superfluous triggers.
+
+        When one trigger is a proper part of another, this is mostly intentional.
+        If the longer trigger matches, it wins it from the shorter trigger, unless
+        the shorter trigger's match starts before the longer trigger's match.
+
+        We think the user expects the longer trigger to win, but it may surprise him
+        if the shorter triggers wins because it starts earlier.
+
+        Parameters
+        ----------
+        alsoInternal: boolean, optional False
+            Also report interference between triggers on the same row.
+        alsoExpected: boolean, optional False
+            Also report expected interferences.
+        """
+        setName = self.setName
+        annoDir = self.annoDir
+        setDir = f"{annoDir}/{setName}"
+        reportFile = f"{setDir}/interference.txt"
+
+        app = self.app
+        L = app.api.L
+        T = app.api.T
+        sheetData = self.getSheetData()
+        rowMap = sheetData.rowMap
+        triggerScopes = sheetData.triggerScopes
+
+        interferences, parts = self.interference(
+            rowMap,
+            triggerScopes,
+            self.getToTokensFunc(),
+            self.seqFromStr,
+            alsoInternal=alsoInternal,
+            alsoExpected=alsoExpected,
+        )
+
+        messages = []
+        witnessed = {}
+
+        nParts = len(parts)
+        plural = "" if nParts == 1 else "es"
+        self.console(
+            f"Looking up {len(interferences)} potential interferences "
+            f"in {len(parts)} pass{plural} over the corpus ",
+            newline=False,
+        )
+
+        for part in parts:
+            self.console(".", newline=False)
+            inventory = self.findTriggers(part)
+
+            for trigger, data in inventory.items():
+                occs = data.get(trigger, {}).get("", [])
+                nOccs = len(occs)
+
+                if nOccs:
+                    witnessed[trigger] = occs
+
+        self.console("")
+
+        msg = (
+            f"{len(witnessed)} potential conflicting trigger pairs with "
+            f"{sum(len(x) for x in witnessed.values())} conflicts"
+        )
+        console(msg)
+        messages.append(msg)
+
+        conflicts = {}
+
+        for (
+            triggerA,
+            triggerB,
+            triggerC,
+            scopeRepA,
+            scopeRepB,
+            commonScopes,
+        ) in interferences:
+            if triggerC not in witnessed:
+                continue
+
+            rowA = sorted(set(rowMap[triggerA]))
+            rowB = sorted(set(rowMap[triggerB]))
+            key = "same row" if rowA == rowB else "different rows"
+            conflicts.setdefault(key, []).append(
+                (
+                    rowA,
+                    rowB,
+                    triggerA,
+                    triggerB,
+                    witnessed[triggerC],
+                    scopeRepA,
+                    scopeRepB,
+                    commonScopes,
+                )
+            )
+
+        for key, confls in conflicts.items():
+            newConfls = []
+
+            for (
+                rowA,
+                rowB,
+                triggerA,
+                triggerB,
+                occs,
+                scopeRepA,
+                scopeRepB,
+                commonScopes,
+            ) in confls:
+                hits = {}
+
+                for occ in sorted(occs):
+                    sectionNode = L.u(occ[0], otype="chunk")[0]
+                    heading = tuple(
+                        int(x if type(x) is int else x.lstrip("0") or "0")
+                        for x in T.sectionFromNode(sectionNode, fillup=True)
+                    )
+
+                    if not locInScopes(heading, commonScopes):
+                        continue
+
+                    heading = app.sectionStrFromNode(sectionNode)
+                    hits.setdefault(heading, []).append(occ)
+
+                if len(hits) == 0:
+                    continue
+
+                newConfls.append(
+                    (rowA, rowB, triggerA, triggerB, hits, scopeRepA, scopeRepB)
+                )
+
+            msg = f"{key} ({len(newConfls)} pairs)"
+            msg = f"----------\n{msg}\n----------"
+            console(msg)
+            messages.append(msg)
+
+            for (
+                rowA,
+                rowB,
+                triggerA,
+                triggerB,
+                hits,
+                scopeRepA,
+                scopeRepB,
+            ) in newConfls:
+                rowRepA = ",".join(str(r) for r in rowA)
+                rowRepB = ",".join(str(r) for r in rowB)
+                msg = (
+                    f"{rowRepA:<12} ({scopeRepA:<12}): «{triggerA}»\n"
+                    f"{rowRepB:<12} ({scopeRepB:<12}): «{triggerB}»"
+                )
+                console(msg)
+                messages.append(msg)
+                console(f"{hits=}")
+
+                diags = []
+
+                i = 0
+
+                for heading, occs in sorted(hits.items()):
+                    nOccs = len(occs)
+
+                    if i == 0:
+                        diags.append([])
+
+                    diags[-1].append(f"{heading} x {nOccs}")
+                    i += 1
+
+                    if i == 5:
+                        i = 0
+
+                first = True
+
+                for batch in diags:
+                    label = f"{'occurrences':>25}: " if first else (" " * 27)
+                    first = False
+                    msg = f"{label} {', '.join(batch)}"
+                    console(msg)
+                    messages.append(msg)
+
+        with fileOpen(reportFile, "w") as fh:
+            for msg in messages:
+                fh.write(f"{msg}\n")
+
+        console(f"Diagnostic trigger interferences written to {reportFile}")
+
+    def diagnoseTriggers(self, triggers, detail=True):
+        sheetData = self.getSheetData()
+        triggerScopes = sheetData.triggerScopes
+
+        parts = self.partitionTriggers(triggers)
+
+        uncovered = 0
+
+        nParts = len(parts)
+        plural = "" if nParts == 1 else "es"
+        self.console(
+            f"Looking up {len(triggers)} triggers "
+            f"in {len(parts)} pass{plural} over the corpus ",
+            newline=False,
+        )
+
+        items = []
+
+        for part in parts:
+            self.console(".", newline=False)
+            inventory = self.findTriggers(part)
+
+            for trigger, data in inventory.items():
+                occs = data.get(trigger, {}).get("", [])
+                items.append((trigger, occs))
+
+        for trigger, occs in sorted(
+            items,
+            key=lambda x: (", ".join(sorted(triggerScopes[x[0]])), x[0].lower()),
+        ):
+            uncovered += 0 if self.diagnoseTrigger(trigger, occs, detail=detail) else 1
+
+        self.console("")
+
+        return uncovered
+
+    def diagnoseTrigger(self, trigger, occs, detail=True):
+        app = self.app
+        L = app.api.L
+        triggerBySlot = self.triggerBySlot
+        sheetData = self.getSheetData()
+        triggerScopes = sheetData.triggerScopes
+
+        uncoveredSlots = set()
+        coveredBy = {}
+
+        for slots in occs:
+            for slot in slots:
+                cTrigger = triggerBySlot.get(slot, None)
+
+                if cTrigger is None:
+                    uncoveredSlots.add(slot)
+                else:
+                    coveredBy.setdefault(cTrigger, set()).add(slot)
+
+        properHits = {}
+
+        nUncoveredSlots = len(uncoveredSlots)
+        ok = nUncoveredSlots == 0
+
+        if nUncoveredSlots:
+            for slot in sorted(uncoveredSlots):
+                heading = app.sectionStrFromNode(L.u(slot, otype="chunk")[0])
+                occ = properHits.setdefault(heading, [[]])
+
+                if len(occ[-1]) == 0 or occ[-1][-1] + 1 == slot:
+                    occ[-1].append(slot)
+                else:
+                    occ.append([slot])
+
+        nMissedHits = 0
+        properOccsDiag = []
+        properOccsDiagCompact = []
+
+        for heading, occs in properHits.items():
+            nOccs = len(occs)
+            nMissedHits += nOccs
+            properOccsDiag.append(f"\t\t{heading}: {nOccs} x")
+            properOccsDiagCompact.append(f"{heading} x {nOccs}")
+
+        properOccsDiag[0:0] = [f"\tuncovered: {nMissedHits} x"]
+
+        coveredOccsDiag = []
+
+        for cTrigger in sorted(coveredBy, key=lambda x: x.lower()):
+            thisCoveredOccsDiag = []
+            coveredSlots = sorted(coveredBy[cTrigger])
+
+            coveredHits = {}
+
+            for slot in sorted(coveredSlots):
+                heading = app.sectionStrFromNode(L.u(slot, otype="chunk")[0])
+                occ = coveredHits.setdefault(heading, [[]])
+
+                if len(occ[-1]) == 0 or occ[-1][-1] + 1 == slot:
+                    occ[-1].append(slot)
+                else:
+                    occ.append([slot])
+
+            nCoveredHits = 0
+
+            for heading, occs in coveredHits.items():
+                nOccs = len(occs)
+                nCoveredHits += nOccs
+                thisCoveredOccsDiag.append(f"\t\t{heading}: {nOccs} x")
+
+            thisCoveredOccsDiag[0:0] = [f"\tcovered by: {cTrigger}: {nCoveredHits} x"]
+
+            coveredOccsDiag.extend(thisCoveredOccsDiag)
+
+        scopeRep = f"({', '.join(sorted(triggerScopes[trigger]))})"
+
+        if detail:
+            console(f"{trigger} {scopeRep}:")
+
+            for line in properOccsDiag:
+                console(line)
+
+            for line in coveredOccsDiag:
+                console(line)
+
+        else:
+            if nUncoveredSlots == 0:
+                if False:
+                    console(f"{trigger} {scopeRep}: covered by other triggers")
+            else:
+                missedHits = []
+
+                i = 0
+                for occRep in properOccsDiagCompact:
+                    if i == 0:
+                        missedHits.append([occRep])
+                    else:
+                        missedHits[-1].append(occRep)
+
+                    i += 1
+                    if i == 5:
+                        i = 0
+
+                missedHitsRep = ", ".join(missedHits[0])
+                console(f"{trigger:<40} {scopeRep:<12}: {missedHitsRep}", error=True)
+
+                for m in missedHits[1:]:
+                    missedHitsRep = ", ".join(m)
+                    console(f"{' ' * 55}{missedHitsRep}", error=True)
+
+        return ok
+
+    def interference(
+        self,
+        rowMap,
+        triggerScopes,
+        myToTokens,
+        seqFromStr,
+        alsoInternal=False,
+        alsoExpected=False,
+    ):
+        triggers = list(rowMap)
+
+        triggerTokens, parts = makePartitions(triggers, myToTokens)
+
+        nParts = len(parts)
+
+        interferences = []
+
+        intersections = {}
+
+        for i, part in enumerate(parts):
+            if i == nParts - 1:
+                break
+
+            for otherPart in parts[i + 1 : nParts]:
+                for triggerA in part:
+                    for triggerB in otherPart:
+                        tokensA = triggerTokens[triggerA]
+                        tokensB = triggerTokens[triggerB]
+
+                        if not alsoInternal:
+                            rowsA = set(rowMap[triggerA])
+                            rowsB = set(rowMap[triggerB])
+                            if rowsA == rowsB:
+                                continue
+
+                        scopesA = ",".join(sorted(triggerScopes[triggerA]))
+                        scopesB = ",".join(sorted(triggerScopes[triggerB]))
+                        commonScopes = intersections.get((triggerA, triggerB), None)
+
+                        if commonScopes is None:
+                            commonScopes = self.intersectScopes(scopesA, scopesB)
+                            intersections[(triggerA, triggerB)] = commonScopes
+
+                        if len(commonScopes) == 0:
+                            continue
+
+                        common = hasCommon(tokensA, tokensB)
+
+                        if common is None:
+                            continue
+
+                        ref, pos, length = common
+                        nTokensA = len(tokensA)
+                        nTokensB = len(tokensB)
+
+                        nTokensLatter = nTokensB if ref == 1 else nTokensA
+
+                        expected = length == nTokensLatter
+
+                        if expected and not alsoExpected:
+                            continue
+
+                        if ref == 1:
+                            nB = len(tokensB)
+                            union = tokensA
+
+                            if length < nB:
+                                union += tokensB[length:]
+                        else:
+                            nA = len(tokensA)
+                            union = tokensB
+
+                            if length < nA:
+                                union += tokensA[length:]
+
+                        interferences.append(
+                            (
+                                triggerA,
+                                triggerB,
+                                " ".join(union),
+                                scopesA,
+                                scopesB,
+                                commonScopes,
+                            )
+                        )
+
+        parts = makePartitions([x[2] for x in interferences], myToTokens)[1]
+
+        return interferences, parts
+
+    def findTriggers(self, triggers):
+        if not self.properlySetup:
+            return []
+
+        settings = self.settings
+        spaceEscaped = settings.spaceEscaped
+
+        setData = self.getSetData()
+        getTokens = self.getTokens
+        seqFromNode = self.seqFromNode
+
+        buckets = setData.buckets or ()
+        sheetData = self.getSheetData()
+
+        caseSensitive = sheetData.caseSensitive
+
+        idMap = {trigger: trigger for trigger in triggers}
+        tMap = {trigger: "" for trigger in triggers}
+        tPos = {}
+        triggerSet = set()
+        instructions = {(): dict(tPos=tPos, tMap=tMap, idMap=idMap)}
+
+        for trigger in triggers:
+            triggerT = toTokens(
+                trigger, spaceEscaped=spaceEscaped, caseSensitive=caseSensitive
+            )
+            triggerSet.add(triggerT)
+
+        for triggerT in triggerSet:
+            for i, token in enumerate(triggerT):
+                tPos.setdefault(i, {}).setdefault(token, set()).add(triggerT)
+
+        inventory = occMatch(
+            getTokens,
+            seqFromNode,
+            buckets,
+            instructions,
+            spaceEscaped,
+            caseSensitive=caseSensitive,
+        )
+
+        return inventory
+
+    def findTrigger(self, trigger, show=True):
+        if not self.properlySetup:
+            return []
+
+        app = self.app
+        L = app.api.L
+
+        settings = self.settings
+        spaceEscaped = settings.spaceEscaped
+
+        setData = self.getSetData()
+        getTokens = self.getTokens
+        seqFromNode = self.seqFromNode
+
+        buckets = setData.buckets or ()
+        sheetData = self.getSheetData()
+
+        caseSensitive = sheetData.caseSensitive
+
+        triggerT = toTokens(
+            trigger, spaceEscaped=spaceEscaped, caseSensitive=caseSensitive
+        )
+        idMap = {trigger: trigger}
+        tMap = {trigger: ""}
+        tPos = {}
+
+        for i, token in enumerate(triggerT):
+            tPos.setdefault(i, {}).setdefault(token, set()).add(triggerT)
+
+        instructions = {(): dict(tPos=tPos, tMap=tMap, idMap=idMap)}
+
+        inventory = occMatch(
+            getTokens,
+            seqFromNode,
+            buckets,
+            instructions,
+            spaceEscaped,
+            caseSensitive=caseSensitive,
+        )
+
+        occs = inventory.get(trigger, {}).get(trigger, {}).get("", [])
+
+        if show:
+            nOccs = len(occs)
+            plural = "" if nOccs == 1 else "s"
+            app.dm(f"**{nOccs} occurrence{plural}**\n")
+
+            if nOccs:
+                headings = set()
+                highlights = set()
+
+                for occ in occs:
+                    headings.add(L.u(occ[0], otype="chunk")[0])
+
+                    for slot in occ:
+                        highlights.add(slot)
+
+                for hd in sorted(headings):
+                    app.plain(hd, highlights=highlights)
+        else:
+            return occs
          
+
          
+
          Subclasses
          
+
+
          Methods
          
+
          
+
          
+def diagnoseTrigger(self, trigger, occs, detail=True)
+
          
+
          
+
          
+
          
+
          
+def diagnoseTriggers(self, triggers, detail=True)
+
          
+
          
+
          
+
          
+
          
+def findTrigger(self, trigger, show=True)
+
          
+
          
+
          
+
          
+
          
+def findTriggers(self, triggers)
+
          
+
          
+
          
+
          
+
          
+def interference(self, rowMap, triggerScopes, myToTokens, seqFromStr, alsoInternal=False, alsoExpected=False)
+
          
+
          
+
          
+
          
+
          
+def partitionTriggers(self, triggers)
+
          
+
          
+
          
+
          
+
          
+def reportHits(self, silent=None, showNoHits=False)
+
          
+
          
+
          Reports the inventory.
          
+
          
+
          
+def triggerInterference(self, alsoInternal=False, alsoExpected=False)
+
          
+
          
+
          Produce a report of interferences between triggers.
          
+
          Triggers interfere if they have matches that intersect, i.e. there is a match
+m1 of trigger t1 and a match m2 of trigger t2 such that m1 and m2 intersect.
          
+
          Triggers may interfere potentially: if the triggers overlap they can have
+intersecting matches. But it does not mean that the corpus contains overlapping
+matches, i.e. that the triggers conflict actually.
          
+
          We report actually interfering triggers.
          
+
          Triggers within one row are associated to the same entity and work in the same
+row. It is not bad if they are conflicting with each other. If there
+are conflicting matches, the trigger that wins still flags the same entity.
+The worst thing is that some of these triggers are superfluous, but there is
+no reason to be picky on superfluous triggers.
          
+
          When one trigger is a proper part of another, this is mostly intentional.
+If the longer trigger matches, it wins it from the shorter trigger, unless
+the shorter trigger's match starts before the longer trigger's match.
          
+
          We think the user expects the longer trigger to win, but it may surprise him
+if the shorter triggers wins because it starts earlier.
          
+
          Parameters
          
+
          
+
          alsoInternal : boolean, optional False
          
+
          Also report interference between triggers on the same row.
          
+
          alsoExpected : boolean, optional False
          
+
          Also report expected interferences.
          
+
          
+
          
+
          
+
          
+
          
+
          
+
          
+
+
          
+
+
+
diff --git a/tf/parameters.html b/tf/parameters.html
index 37d60ba9b..f3490422d 100644
--- a/tf/parameters.html
+++ b/tf/parameters.html
@@ -33,7 +33,7 @@ 
          Parameters
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 # Parameters
diff --git a/tf/search/graph.html b/tf/search/graph.html
index 91c6434bc..d90fd68f2 100644
--- a/tf/search/graph.html
+++ b/tf/search/graph.html
@@ -32,7 +32,7 @@ 
          Graph oriented functions nee
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 # Graph oriented functions needed for search
diff --git a/tf/search/index.html b/tf/search/index.html
index ef861f35a..6cadb0a3a 100644
--- a/tf/search/index.html
+++ b/tf/search/index.html
@@ -37,7 +37,7 @@ 
          Guidance for searching
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 # Guidance for searching
diff --git a/tf/search/relations.html b/tf/search/relations.html
index 825816aad..814057d59 100644
--- a/tf/search/relations.html
+++ b/tf/search/relations.html
@@ -32,7 +32,7 @@ 
          Search by relational patter
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 # Search by relational patterns between nodes
diff --git a/tf/search/search.html b/tf/search/search.html
index 163456fce..b26c0516f 100644
--- a/tf/search/search.html
+++ b/tf/search/search.html
@@ -32,7 +32,7 @@ 
          Search (top-level)
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 # Search (top-level)
@@ -596,7 +596,7 @@ 
          Classes
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          class Search:
     """ """
diff --git a/tf/search/searchexe.html b/tf/search/searchexe.html
index 52c85fd1e..8f0ac8fe3 100644
--- a/tf/search/searchexe.html
+++ b/tf/search/searchexe.html
@@ -32,7 +32,7 @@ 
          Search execution management
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 # Search execution management
@@ -300,7 +300,7 @@ 
          Classes
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          class SearchExe:
     perfDefaults = dict(
diff --git a/tf/search/semantics.html b/tf/search/semantics.html
index 8b801e2be..466537b76 100644
--- a/tf/search/semantics.html
+++ b/tf/search/semantics.html
@@ -32,7 +32,7 @@ 
          Semantics of search templates
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 # Semantics of search templates
diff --git a/tf/search/spin.html b/tf/search/spin.html
index 117ab3117..6d8dbf962 100644
--- a/tf/search/spin.html
+++ b/tf/search/spin.html
@@ -32,7 +32,7 @@ 
          Search pre-processing
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 # Search pre-processing
diff --git a/tf/search/stitch.html b/tf/search/stitch.html
index d4322dd36..273f15117 100644
--- a/tf/search/stitch.html
+++ b/tf/search/stitch.html
@@ -32,7 +32,7 @@ 
          Search result finding
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 # Search result finding
diff --git a/tf/search/syntax.html b/tf/search/syntax.html
index b389e2ac8..52685881b 100644
--- a/tf/search/syntax.html
+++ b/tf/search/syntax.html
@@ -32,7 +32,7 @@ 
          Syntax of search templates
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 # Syntax of search templates
diff --git a/tf/tools/checkdiffs.html b/tf/tools/checkdiffs.html
index fb2497f33..b88d93f35 100644
--- a/tf/tools/checkdiffs.html
+++ b/tf/tools/checkdiffs.html
@@ -31,7 +31,7 @@ 
          Module tf.tools.checkdiffs
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          import sys
 from itertools import zip_longest
diff --git a/tf/tools/index.html b/tf/tools/index.html
index f73ac7a1b..f0693ec6c 100644
--- a/tf/tools/index.html
+++ b/tf/tools/index.html
@@ -32,7 +32,7 @@ 
          Module tf.tools
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """Various tools for workflows around TF."""
          
 
          
diff --git a/tf/tools/myspacy.html b/tf/tools/myspacy.html
index f947a99b4..c29ba0a7f 100644
--- a/tf/tools/myspacy.html
+++ b/tf/tools/myspacy.html
@@ -41,7 +41,7 @@ 
          Module tf.tools.myspacy
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """Get words and tokens from a plain text with the help of Spacy.
 
@@ -512,7 +512,7 @@ 
          Parameters
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          class Spacy(CheckImport):
     def __init__(self, lang=None, parser=False):
diff --git a/tf/tools/nbconvert.html b/tf/tools/nbconvert.html
index ca13bcbe7..b62b4e616 100644
--- a/tf/tools/nbconvert.html
+++ b/tf/tools/nbconvert.html
@@ -31,7 +31,7 @@ 
          Module tf.tools.nbconvert
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          import sys
 import re
diff --git a/tf/tools/pdocs.html b/tf/tools/pdocs.html
index e5c1ffe9c..d1d4cb004 100644
--- a/tf/tools/pdocs.html
+++ b/tf/tools/pdocs.html
@@ -31,7 +31,7 @@ 
          Module tf.tools.pdocs
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          import sys
 import os
diff --git a/tf/tools/release.html b/tf/tools/release.html
index 1002adf54..a32857fbc 100644
--- a/tf/tools/release.html
+++ b/tf/tools/release.html
@@ -31,7 +31,7 @@ 
          Module tf.tools.release
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          import sys
 
diff --git a/tf/tools/xmlschema.html b/tf/tools/xmlschema.html
index 062835022..93429d46b 100644
--- a/tf/tools/xmlschema.html
+++ b/tf/tools/xmlschema.html
@@ -107,7 +107,7 @@ 
          As library
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 ## Meaningful information from XML schemas.
@@ -1200,7 +1200,7 @@ 
          Parameters
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          class Analysis(CheckImport):
     @staticmethod
@@ -1834,7 +1834,7 @@ 
          Parameters
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          class Elements(CheckImport):
     types = set(
diff --git a/tf/volumes/collect.html b/tf/volumes/collect.html
index fb1c4d31a..77bdd5463 100644
--- a/tf/volumes/collect.html
+++ b/tf/volumes/collect.html
@@ -54,7 +54,7 @@ 
          Usage
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 # Collect
diff --git a/tf/volumes/extract.html b/tf/volumes/extract.html
index 3bda466b6..8a97de9c4 100644
--- a/tf/volumes/extract.html
+++ b/tf/volumes/extract.html
@@ -40,7 +40,7 @@ 
          Usage
          
 
          
 
 Expand source code
-Browse git
+Browse git
 
 
          """
 # Extract
diff --git a/tf/volumes/index.html b/tf/volumes/index.html
index 336acce23..ac173fa56 100644
--- a/tf/volumes/index.html
+++ b/tf/volumes/index.html
@@ -38,7 +38,7 @@ 
          Volume operations
          
 
          
 
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+Browse git
 
 
          """
 # Volume operations
diff --git a/tf/writing/arabic.html b/tf/writing/arabic.html
index 7e71d6a43..e9cc0f8d3 100644
--- a/tf/writing/arabic.html
+++ b/tf/writing/arabic.html
@@ -1019,7 +1019,7 @@ 
          See also
          
 
          
 
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          """
 .. include:: ../docs/writing/arabic.md
diff --git a/tf/writing/greek.html b/tf/writing/greek.html
index b9933fc51..a4f2016fe 100644
--- a/tf/writing/greek.html
+++ b/tf/writing/greek.html
@@ -33,7 +33,7 @@ 
          Greek characters
          
 
          
 
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          """
 .. include:: ../docs/writing/greek.md
diff --git a/tf/writing/hebrew.html b/tf/writing/hebrew.html
index 0c327fac0..ef1449f5c 100644
--- a/tf/writing/hebrew.html
+++ b/tf/writing/hebrew.html
@@ -1243,7 +1243,7 @@ 
          Text-critical
          
 
          
 
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+Browse git
 
 
          """
 .. include:: ../docs/writing/hebrew.md
diff --git a/tf/writing/index.html b/tf/writing/index.html
index 907eddf7c..35f3ee33d 100644
--- a/tf/writing/index.html
+++ b/tf/writing/index.html
@@ -79,7 +79,7 @@ 
          Writing systems support
          
 
          
 
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          """
 # Writing systems support
diff --git a/tf/writing/neoaramaic.html b/tf/writing/neoaramaic.html
index c04f08c75..f07e6533b 100644
--- a/tf/writing/neoaramaic.html
+++ b/tf/writing/neoaramaic.html
@@ -148,7 +148,7 @@ 
          Consonant phonem
 
          
 
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          """
 .. include:: ../docs/writing/neoaramaic.md
diff --git a/tf/writing/syriac.html b/tf/writing/syriac.html
index 19a09b230..21083d85d 100644
--- a/tf/writing/syriac.html
+++ b/tf/writing/syriac.html
@@ -609,7 +609,7 @@ 
          Pericope markers
          
 
          
 
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          """
 .. include:: ../docs/writing/syriac.md
diff --git a/tf/writing/transcription.html b/tf/writing/transcription.html
index 0d831cee5..0592d90ba 100644
--- a/tf/writing/transcription.html
+++ b/tf/writing/transcription.html
@@ -56,7 +56,7 @@ 
          cld Neo Aramaic
          
 
          
 
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          """
 # Transcription
@@ -1264,7 +1264,7 @@ 
          Classes
          
 
          
 
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          class Transcription:
     """Conversion between UNICODE and various transcriptions.
diff --git a/tf/writing/ugaritic.html b/tf/writing/ugaritic.html
index 33d50d1af..533175ccd 100644
--- a/tf/writing/ugaritic.html
+++ b/tf/writing/ugaritic.html
@@ -352,7 +352,7 @@ 
          Letters and word separator
          
 
          
 
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          """
 .. include:: ../docs/writing/ugaritic.md
diff --git a/tf/zip.html b/tf/zip.html
index 78172b3e7..bd1b73654 100644
--- a/tf/zip.html
+++ b/tf/zip.html
@@ -31,7 +31,7 @@ 
          Module tf.zip
          
 
          
 
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+Browse git
 
 
          from .advanced.app import loadApp
 from .core.timestamp import DEEP