Added the script to extract column information

[VisLab]

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[Copilot]

Pull request overview

This PR adds a new command-line script for extracting tabular summaries from TSV files without requiring BIDS dataset organization. It enhances the existing TabularSummary class with overflow column tracking functionality to handle cases where categorical columns exceed specified limits.

Key changes include:

• New extract_tabular_summary.py script with comprehensive argument parsing, logging, and output formatting capabilities
• Enhanced TabularSummary class to track columns that exceed the categorical limit via the new overflow_columns attribute
• Updated categorical value tracking logic to continue counting existing values even after reaching the limit
• Documentation dependency version updates to newer versions of Sphinx, Furo, myst-parser, and linkify-it-py

Reviewed changes

Copilot reviewed 7 out of 8 changed files in this pull request and generated 2 comments.

Show a summary per file

File	Description
hed/scripts/extract_tabular_summary.py	New command-line script for extracting tabular summaries with support for filtering, categorical limits, and multiple output formats
tests/scripts/test_extract_tabular_summary.py	Comprehensive test suite covering all script functionality including edge cases and error handling
hed/tools/analysis/tabular_summary.py	Adds overflow_columns tracking and refactors categorical update logic to preserve existing value counts after limit is reached
tests/tools/analysis/test_tabular_summary.py	Extensive new tests for overflow column functionality and updated assertions for categorical limit behavior
pyproject.toml	Updates documentation dependency versions (Sphinx, Furo, linkify-it-py)
requirements-dev.txt	Updates documentation dependency versions to match pyproject.toml
docs/requirements.txt	Updates documentation dependency versions to match pyproject.toml
hed/tools/util/io_util.py	Minor formatting improvement to parameter documentation alignment

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