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Addressed review comments
Co-Authored-By: Claude Sonnet 4 <noreply@anthropic.com>
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data_managers/data_manager_stanza_models/.shed.yml

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languages with models for tokenization, POS tagging, lemmatization, dependency
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parsing, NER, sentiment analysis, and constituency parsing.
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homepage_url: https://stanfordnlp.github.io/stanza/
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remote_repository_url: https://github.com/ksuderman/data_manager_stanza
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remote_repository_url: https://github.com/galaxyproject/tools-iuc
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type: unrestricted
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categories:
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- Data Managers

tools/stanza/.shed.yml

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POS tagging, lemmatization, dependency parsing, named entity recognition, sentiment analysis,
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and constituency parsing.
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homepage_url: https://stanfordnlp.github.io/stanza/
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remote_repository_url: https://github.com/ksuderman/galaxy_tools_stanza
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remote_repository_url: https://github.com/galaxyproject/tools-iuc
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type: unrestricted
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categories:
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- Text Manipulation

tools/stanza/macros.xml

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tools/stanza/stanza_nlp.xml

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<tool id="stanza_nlp" name="Stanza NLP Annotators" version="@TOOL_VERSION@+galaxy@VERSION_SUFFIX@" python_template_version="3.5" profile="21.05">
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<macros>
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<import>macros.xml</import>
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</macros>
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<tool id="stanza_nlp" name="Stanza NLP Annotators" version="1.11.1+galaxy4" profile="24.1">
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<requirements>
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<container type="docker">ksuderman/stanza-nlp:@TOOL_VERSION@</container>
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<container type="docker">ksuderman/stanza-nlp:1.11.1</container>
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</requirements>
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<version_command><![CDATA[
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python -c "import stanza; print(stanza.__version__)"

tools/stanza/stanza_process.py

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#!/usr/bin/env python
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# Copyright 2006 The Galaxy Project. All rights reserved.
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"""
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Stanza NLP Processing Script for Galaxy
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Processes text files with Stanza and outputs results in various formats.
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Author: Keith Suderman
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License: MIT
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"""
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import argparse

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