Datasets:
Update MIGRATION information
#4
by iiegn - opened
- ADDING_NEW_UD_VERSION.md +1 -1
- CHANGELOG.md +6 -0
- MIGRATION.md +9 -467
- RELEASE.md +12 -29
- tools/templates/README.tmpl +8 -7
ADDING_NEW_UD_VERSION.md
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@@ -600,6 +600,7 @@ Before marking the release as complete:
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- **No Python script loader:** v2.0 architecture uses Parquet files only (no `universal_dependencies.py`)
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- **Helper functions external:** CoNLL-U utilities available in `ud-hf-parquet-tools` library
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- **Blocked treebanks:** Some treebanks excluded due to license restrictions (see `blocked_treebanks.yaml`)
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- **Branch independence:** Each UD version branch is self-contained
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- **Version pinning:** Users can load specific versions via `revision="2.18"`
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- **Quick reference:** [tools/README.md](tools/README.md) - Script documentation and common operations
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- **Blocked treebanks:** [tools/BLOCKED_TREEBANKS.md](tools/BLOCKED_TREEBANKS.md) - License restrictions
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- **Migration guide:** [MIGRATION.md](MIGRATION.md) - v1.x to v2.0 migration
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- **Parquet tools:** https://github.com/bot-zen/ud-hf-parquet-tools - External library for CoNLL-U processing
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- **CoNLL-U parsing:** https://github.com/bot-zen/ud-hf-parquet-tools/blob/main/CONLLU_PARSING.md - Parsing edge cases
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- **No Python script loader:** v2.0 architecture uses Parquet files only (no `universal_dependencies.py`)
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- **Helper functions external:** CoNLL-U utilities available in `ud-hf-parquet-tools` library
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- **Blocked treebanks:** Some treebanks excluded due to license restrictions (see `blocked_treebanks.yaml`)
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- **Migration guide:** [MIGRATION.md](MIGRATION.md) - v2.x to v2.y migration
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- **Branch independence:** Each UD version branch is self-contained
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- **Version pinning:** Users can load specific versions via `revision="2.18"`
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- **Quick reference:** [tools/README.md](tools/README.md) - Script documentation and common operations
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- **Blocked treebanks:** [tools/BLOCKED_TREEBANKS.md](tools/BLOCKED_TREEBANKS.md) - License restrictions
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- **Parquet tools:** https://github.com/bot-zen/ud-hf-parquet-tools - External library for CoNLL-U processing
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- **CoNLL-U parsing:** https://github.com/bot-zen/ud-hf-parquet-tools/blob/main/CONLLU_PARSING.md - Parsing edge cases
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CHANGELOG.md
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@@ -5,6 +5,12 @@ All notable changes to the Universal Dependencies HuggingFace dataset loader wil
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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [2.2.1] - 2026-05-29
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### Added
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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [WIP] - 2026-05
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### Changed
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- Updated [MIGRATION.md](MIGRATION.md) - Update migration path to `v2.x → v2.y`.
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## [2.2.1] - 2026-05-29
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### Added
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MIGRATION.md
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# Migration Guide:
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This guide helps you migrate from Universal Dependencies dataset loader
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## What's New in v2.
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**Architecture Changes:**
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- **Parquet format**: Native support with datasets >=4.0.0 (5-10x faster loading)
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- **No Python script**: Dataset no longer requires `trust_remote_code=True`
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- **External helper library**: CoNLL-U processing utilities moved to [`ud-hf-parquet-tools`](https://github.com/bot-zen/ud-hf-parquet-tools)
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**Data Changes:**
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- **MWT bug fix**: Token sequences now correctly exclude Multi-Word Token surface forms
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- **MWT field added**: New structured `mwt` field with Multi-Word Token information
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- **Enhanced metadata**: Includes `num_fused` (MWT counts) in statistics
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## Quick Start
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### For Users with datasets >=4.0.0
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No code changes needed! Parquet files load automatically:
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```python
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from datasets import load_dataset
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# v2.0: Works seamlessly with datasets >=4.0.0
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dataset = load_dataset("commul/universal_dependencies", "fr_gsd")
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# Automatically uses Parquet format (fast, secure)
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```
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### For Users with datasets <4.0.0
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**Option 1: Upgrade datasets (Recommended)**
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```bash
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pip install --upgrade "datasets>=4.0.0"
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```
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**Option 2: Continue using v1.x**
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```python
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# v1.x: Requires trust_remote_code
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dataset = load_dataset("commul/universal_dependencies", "fr_gsd", trust_remote_code=True, revision="v1.0")
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```
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## Breaking Changes
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### 1. Token Sequences Now Exclude MWT Forms
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**Impact:** Token counts and sequences have changed for treebanks with Multi-Word Tokens (MWTs).
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**What Changed:**
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- v1.x incorrectly included MWT surface forms in token sequences
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- v2.0 correctly excludes them, matching UD guidelines
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**Example (French "des" → "de" + "les"):**
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```python
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# v1.x (BUGGY):
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{
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"tokens": ["Elle", "des", "de", "les", "pommes", "."], # WRONG: "des" included
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"lemmas": ["elle", "_", "de", "le", "pomme", "."],
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"upos": ["PRON", "_", "ADP", "DET", "NOUN", "PUNCT"],
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}
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# v2.0 (CORRECT):
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{
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"tokens": ["Elle", "de", "les", "pommes", "."], # CORRECT: only syntactic words
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"lemmas": ["elle", "de", "le", "pomme", "."],
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"upos": ["PRON", "ADP", "DET", "NOUN", "PUNCT"],
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"mwt": [{"id": "2-3", "form": "des", "misc": ""}], # MWT info preserved
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}
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```
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**Affected Treebanks (50+):**
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Languages with common MWTs include:
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- **French** (fr_*): du, au, des, aux (~2-5% of tokens)
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- **Italian** (it_*): del, della, nel, alla (~1-3%)
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- **Portuguese** (pt_*): do, da, no, pelo (~2-4%)
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- **Spanish** (es_*): del, al (~0.5-1%)
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- **Arabic** (ar_*): various clitics (~1-2%)
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- **German** (de_*): zum, vom, am (~0.1-0.5%)
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- **Catalan** (ca_*): del, al, pels (~1-2%)
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- **Indonesian** (id_*): reduplications (~0.1%)
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**Action Required:**
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If your code assumes specific token counts or positions:
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```python
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# v1.x code that might break:
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def get_third_token(example):
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return example["tokens"][2] # May return different token in v2.0
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# Migration fix:
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def get_third_syntactic_word(example):
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# v2.0: This is now correct - gets the 3rd syntactic word
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return example["tokens"][2]
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def get_third_surface_token(example):
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# v2.0: If you need surface forms, reconstruct from MWTs
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tokens = example["tokens"][:]
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mwts = example["mwt"]
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# Insert MWT forms at appropriate positions
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for mwt in reversed(mwts): # Process in reverse to maintain indices
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start, end = map(int, mwt["id"].split("-"))
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tokens[start-1:end] = [mwt["form"]]
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return tokens[2]
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```
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### 2. New Schema Field: `mwt`
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**Impact:** Dataset schema now includes an `mwt` field.
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**What Changed:**
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- Added: `mwt` field containing structured MWT information
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- Schema: `[{"id": "1-2", "form": "surface_form", "misc": "metadata"}]`
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- Empty list for treebanks without MWTs
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**Example Usage:**
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```python
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from datasets import load_dataset
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dataset = load_dataset("commul/universal_dependencies", "fr_gsd", split="train")
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# Access MWT information
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for example in dataset:
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if example["mwt"]: # Has MWTs
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for mwt in example["mwt"]:
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print(f"MWT {mwt['id']}: {mwt['form']}")
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# Extract range
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start, end = map(int, mwt["id"].split("-"))
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syntactic_words = example["tokens"][start-1:end]
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print(f" → {' + '.join(syntactic_words)}")
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# Output example:
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# MWT 2-3: des
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# → de + les
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```
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**Research Use Cases:**
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```python
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# Count MWTs per treebank
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def count_mwts(dataset):
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return sum(len(ex["mwt"]) for ex in dataset)
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# Analyze MWT patterns
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def analyze_mwt_patterns(dataset):
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patterns = {}
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for ex in dataset:
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for mwt in ex["mwt"]:
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form = mwt["form"]
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patterns[form] = patterns.get(form, 0) + 1
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return patterns
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fr_gsd = load_dataset("commul/universal_dependencies", "fr_gsd", split="train")
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print(analyze_mwt_patterns(fr_gsd))
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# Output: {'des': 1234, 'du': 987, 'au': 654, 'aux': 321, ...}
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```
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### 3. Requires datasets >=4.0.0
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**Impact:** The Python script loader is deprecated (datasets >=4.0.0 policy).
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**What Changed:**
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- v1.x: Uses Python script with `trust_remote_code=True`
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- v2.0: Uses Parquet format (no remote code execution)
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**Security Benefit:**
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- No arbitrary code execution from dataset loading
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- Parquet files are data-only, sandboxed
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- Aligns with HuggingFace security policies
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**Migration:**
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```bash
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# Check your datasets version
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python -c "import datasets; print(datasets.__version__)"
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# Upgrade if needed
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pip install --upgrade "datasets>=4.0.0"
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```
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If you cannot upgrade datasets:
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```python
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# Use v1.x with revision pinning
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dataset = load_dataset(
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"commul/universal_dependencies",
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"fr_gsd",
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trust_remote_code=True,
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revision="v1.0" # Pin to v1.x
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)
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```
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## Helper Functions Moved to External Library
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**Important:** Helper functions for CoNLL-U processing are now in a separate package.
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### What Moved
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The following functions are **no longer part of the dataset**:
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- `parse_feats()`, `parse_misc()`, `parse_deps()` - Parse CoNLL-U field strings
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- `write_conllu()`, `example_to_conllu()` - Export data to CoNLL-U format
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- Various internal conversion utilities
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### How to Access Helper Functions
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If you need CoNLL-U processing utilities, install the external library:
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```bash
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pip install ud-hf-parquet-tools
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```
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Then import from the package:
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```python
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from datasets import load_dataset
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from ud_hf_parquet_tools import parse_feats, parse_misc, write_conllu
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# Load dataset
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ds = load_dataset("commul/universal_dependencies", "en_ewt", split="train")
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# Parse optional fields
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sentence = ds[0]
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for i, token in enumerate(sentence['tokens']):
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feats = parse_feats(sentence['feats'][i]) # Returns dict or {}
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misc = parse_misc(sentence['misc'][i]) # Returns dict or {}
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print(f"{token}: UPOS={sentence['upos'][i]}, feats={feats}, misc={misc}")
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# Export back to CoNLL-U format
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write_conllu(ds, "output.conllu")
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```
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**Library Documentation:** https://github.com/bot-zen/ud-hf-parquet-tools
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### If You Don't Need Helper Functions
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Most users only need the dataset itself and can work directly with the fields:
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```python
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from datasets import load_dataset
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ds = load_dataset("commul/universal_dependencies", "en_ewt", split="train")
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# Access data directly
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sentence = ds[0]
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print(f"Tokens: {sentence['tokens']}")
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print(f"POS tags: {sentence['upos']}")
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print(f"Dependencies: {sentence['deprel']}")
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# FEATS and MISC are strings in CoNLL-U format
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print(f"Features (raw): {sentence['feats'][0]}") # e.g., "Case=Nom|Number=Sing"
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print(f"Misc (raw): {sentence['misc'][0]}") # e.g., "SpaceAfter=No"
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# Parse manually if needed (simple cases)
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feats_str = sentence['feats'][0]
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if feats_str:
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feats_dict = dict(kv.split('=') for kv in feats_str.split('|'))
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print(f"Features (parsed): {feats_dict}")
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```
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## New Features in v2.0
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### 1. Parquet Format (5-10x Faster Loading)
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```python
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# v1.x: Downloads CoNLL-U, parses on-the-fly (~10-30 seconds)
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dataset = load_dataset("commul/universal_dependencies", "fr_gsd", trust_remote_code=True)
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# v2.0: Loads pre-processed Parquet (~1-3 seconds)
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dataset = load_dataset("commul/universal_dependencies", "fr_gsd")
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```
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**Benefits:**
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- Much faster loading (especially for large treebanks)
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- Lower memory usage
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- Better compression
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- Native support in datasets >=4.0.0
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### 2. Multi-Word Token (MWT) Information
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```python
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dataset = load_dataset("commul/universal_dependencies", "fr_gsd", split="train")
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# Find sentences with MWTs
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sentences_with_mwts = [ex for ex in dataset if ex["mwt"]]
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print(f"Sentences with MWTs: {len(sentences_with_mwts)}/{len(dataset)}")
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# Analyze MWT complexity
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complex_mwts = [ex for ex in dataset if any(
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int(mwt["id"].split("-")[1]) - int(mwt["id"].split("-")[0]) > 2
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for mwt in ex["mwt"]
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)]
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print(f"Sentences with 3+ word MWTs: {len(complex_mwts)}")
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```
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### 3. Enhanced Metadata
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```python
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# Load dataset info
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from datasets import load_dataset_builder
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builder = load_dataset_builder("commul/universal_dependencies", "fr_gsd")
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info = builder.info
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# Now includes MWT statistics
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print(info.description) # Contains num_fused counts
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```
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## Verification Steps
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| 318 |
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### 1. Verify Token Counts Match UD Stats
|
| 319 |
-
|
| 320 |
-
```python
|
| 321 |
-
from datasets import load_dataset
|
| 322 |
-
import json
|
| 323 |
-
|
| 324 |
-
# Load dataset and metadata
|
| 325 |
-
dataset = load_dataset("commul/universal_dependencies", "fr_gsd", split="train")
|
| 326 |
-
|
| 327 |
-
# Count syntactic words
|
| 328 |
-
word_count = sum(len(ex["tokens"]) for ex in dataset)
|
| 329 |
-
|
| 330 |
-
# Load metadata (if available)
|
| 331 |
-
with open("metadata.json") as f:
|
| 332 |
-
metadata = json.load(f)
|
| 333 |
-
|
| 334 |
-
expected_words = int(metadata["fr_gsd"]["splits"]["train"]["num_words"])
|
| 335 |
-
print(f"Dataset words: {word_count}")
|
| 336 |
-
print(f"Expected words: {expected_words}")
|
| 337 |
-
print(f"Match: {word_count == expected_words}")
|
| 338 |
-
|
| 339 |
-
# This should be True in v2.0 (was False in v1.x for MWT treebanks)
|
| 340 |
-
```
|
| 341 |
-
|
| 342 |
-
### 2. Verify MWT Extraction
|
| 343 |
-
|
| 344 |
-
```python
|
| 345 |
-
# Count MWTs
|
| 346 |
-
mwt_count = sum(len(ex["mwt"]) for ex in dataset)
|
| 347 |
-
|
| 348 |
-
expected_mwts = int(metadata["fr_gsd"]["splits"]["train"]["num_fused"])
|
| 349 |
-
print(f"Dataset MWTs: {mwt_count}")
|
| 350 |
-
print(f"Expected MWTs: {expected_mwts}")
|
| 351 |
-
print(f"Match: {mwt_count == expected_mwts}")
|
| 352 |
-
```
|
| 353 |
-
|
| 354 |
-
### 3. Compare v1.x vs v2.0 Output
|
| 355 |
-
|
| 356 |
-
```python
|
| 357 |
-
# Load both versions (if v1.x still available)
|
| 358 |
-
v1 = load_dataset("commul/universal_dependencies", "en_ewt", split="test[:10]", revision="v1.0", trust_remote_code=True)
|
| 359 |
-
v2 = load_dataset("commul/universal_dependencies", "en_ewt", split="test[:10]")
|
| 360 |
-
|
| 361 |
-
# English-EWT has no MWTs, so should be identical except for new field
|
| 362 |
-
for i in range(10):
|
| 363 |
-
assert v1[i]["tokens"] == v2[i]["tokens"], f"Example {i} differs"
|
| 364 |
-
assert v2[i]["mwt"] == [], f"Example {i} has unexpected MWTs"
|
| 365 |
-
|
| 366 |
-
print("✓ English-EWT unchanged (no MWTs)")
|
| 367 |
-
|
| 368 |
-
# French-GSD has MWTs, so v2.0 will differ
|
| 369 |
-
v1_fr = load_dataset("commul/universal_dependencies", "fr_gsd", split="test[:10]", revision="v1.0", trust_remote_code=True)
|
| 370 |
-
v2_fr = load_dataset("commul/universal_dependencies", "fr_gsd", split="test[:10]")
|
| 371 |
-
|
| 372 |
-
# v1.x token count includes MWTs (WRONG)
|
| 373 |
-
v1_token_count = sum(len(ex["tokens"]) for ex in v1_fr)
|
| 374 |
-
|
| 375 |
-
# v2.0 token count excludes MWTs (CORRECT)
|
| 376 |
-
v2_token_count = sum(len(ex["tokens"]) for ex in v2_fr)
|
| 377 |
-
|
| 378 |
-
print(f"v1.x French token count: {v1_token_count} (includes MWT forms)")
|
| 379 |
-
print(f"v2.0 French token count: {v2_token_count} (syntactic words only)")
|
| 380 |
-
print(f"Difference: {v1_token_count - v2_token_count} MWT forms removed")
|
| 381 |
-
```
|
| 382 |
-
|
| 383 |
-
## Common Issues
|
| 384 |
-
|
| 385 |
-
### Issue 1: "Dataset script not supported" Error
|
| 386 |
-
|
| 387 |
-
**Error:**
|
| 388 |
-
```
|
| 389 |
-
RuntimeError: Dataset scripts are no longer supported
|
| 390 |
-
```
|
| 391 |
-
|
| 392 |
-
**Cause:** Using datasets >=4.0.0 with v1.x loader
|
| 393 |
-
|
| 394 |
-
**Solution:**
|
| 395 |
-
```bash
|
| 396 |
-
pip install --upgrade "datasets>=4.0.0"
|
| 397 |
-
# Then use v2.0 (Parquet-based)
|
| 398 |
-
```
|
| 399 |
-
|
| 400 |
-
### Issue 2: Token Count Mismatch
|
| 401 |
-
|
| 402 |
-
**Issue:** Your code expects specific token counts that changed in v2.0
|
| 403 |
-
|
| 404 |
-
**Solution:** Update your code to use `num_words` from metadata instead of `num_tokens`
|
| 405 |
-
|
| 406 |
-
```python
|
| 407 |
-
# v1.x: Used num_tokens (WRONG for MWT treebanks)
|
| 408 |
-
expected_count = metadata["splits"]["train"]["num_tokens"]
|
| 409 |
-
|
| 410 |
-
# v2.0: Use num_words (CORRECT)
|
| 411 |
-
expected_count = metadata["splits"]["train"]["num_words"]
|
| 412 |
-
```
|
| 413 |
-
|
| 414 |
-
### Issue 3: MWT Field Not Found (v1.x Code)
|
| 415 |
-
|
| 416 |
-
**Issue:** Old code doesn't handle the new `mwt` field
|
| 417 |
-
|
| 418 |
-
**Solution:** Gracefully handle the field or upgrade
|
| 419 |
-
|
| 420 |
-
```python
|
| 421 |
-
# Backwards compatible code
|
| 422 |
-
tokens = example["tokens"]
|
| 423 |
-
mwts = example.get("mwt", []) # Empty list if not present
|
| 424 |
-
```
|
| 425 |
-
|
| 426 |
-
### Issue 4: Helper Function Import Errors
|
| 427 |
-
|
| 428 |
-
**Error:**
|
| 429 |
-
```python
|
| 430 |
-
from universal_dependencies import parse_feats
|
| 431 |
-
# ImportError: No module named 'universal_dependencies'
|
| 432 |
-
```
|
| 433 |
-
|
| 434 |
-
**Cause:** Helper functions moved to separate library
|
| 435 |
-
|
| 436 |
-
**Solution:**
|
| 437 |
-
```bash
|
| 438 |
-
# Install the helper library
|
| 439 |
-
pip install ud-hf-parquet-tools
|
| 440 |
-
|
| 441 |
-
# Update imports
|
| 442 |
-
from ud_hf_parquet_tools import parse_feats, parse_misc, write_conllu
|
| 443 |
-
```
|
| 444 |
-
|
| 445 |
-
Or work with raw strings directly (see "If You Don't Need Helper Functions" section above).
|
| 446 |
-
|
| 447 |
-
## Support
|
| 448 |
-
|
| 449 |
-
If you encounter issues during migration:
|
| 450 |
-
|
| 451 |
-
1. Check the [CHANGELOG.md](CHANGELOG.md) for detailed changes
|
| 452 |
-
2. Review the [README.md](README.md) for updated examples
|
| 453 |
-
3. Helper library documentation: https://github.com/bot-zen/ud-hf-parquet-tools
|
| 454 |
-
4. Report issues at: https://huggingface.co/datasets/commul/universal_dependencies/discussions
|
| 455 |
|
| 456 |
## Summary
|
| 457 |
|
| 458 |
**Key Takeaways:**
|
| 459 |
|
| 460 |
-
✅ **v2.
|
| 461 |
-
✅ **v2.
|
| 462 |
-
✅ **v2.0 is more secure:** No remote code execution
|
| 463 |
-
✅ **v2.0 adds features:** MWT information now available
|
| 464 |
-
✅ **v2.0 is modular:** Helper functions available as separate library
|
| 465 |
|
| 466 |
**Migration Checklist:**
|
| 467 |
|
| 468 |
-
- [ ]
|
| 469 |
-
- [ ] Test your code with v2.0 data
|
| 470 |
-
- [ ] Update token count expectations (if using MWT treebanks)
|
| 471 |
-
- [ ] Update any hard-coded token indices (if applicable)
|
| 472 |
-
- [ ] If using helper functions: Install `ud-hf-parquet-tools` and update imports
|
| 473 |
-
- [ ] If exporting to CoNLL-U: Use `write_conllu()` from `ud-hf-parquet-tools`
|
| 474 |
-
- [ ] Utilize new MWT field for research (optional)
|
| 475 |
-
|
| 476 |
-
**Estimated Migration Time:**
|
| 477 |
-
- Basic usage: 15-30 minutes
|
| 478 |
-
- With helper functions: +10 minutes (install library, update imports)
|
| 479 |
|
| 480 |
**Resources:**
|
| 481 |
-
- Dataset repository: https://huggingface.co/datasets/commul/universal_dependencies
|
| 482 |
-
- Helper library: https://github.com/bot-zen/ud-hf-parquet-tools
|
| 483 |
- CHANGELOG: [CHANGELOG.md](CHANGELOG.md)
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Migration Guide: v2.x → v2.y
|
| 2 |
|
| 3 |
+
This guide helps you migrate from Universal Dependencies dataset loader v2.x to v2.y.
|
| 4 |
|
| 5 |
+
## What's New in v2.y
|
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|
| 6 |
|
| 7 |
**Data Changes:**
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|
| 9 |
|
| 10 |
## Summary
|
| 11 |
|
| 12 |
**Key Takeaways:**
|
| 13 |
|
| 14 |
+
✅ **v2.y is more correct:** Fixes some bug
|
| 15 |
+
✅ **v2.y adds features:** some information now available
|
|
|
|
|
|
|
|
|
|
| 16 |
|
| 17 |
**Migration Checklist:**
|
| 18 |
|
| 19 |
+
- [ ] Utilize new field
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 20 |
|
| 21 |
**Resources:**
|
|
|
|
|
|
|
| 22 |
- CHANGELOG: [CHANGELOG.md](CHANGELOG.md)
|
| 23 |
+
- README: [README.md](README.md)
|
| 24 |
+
- Helper library: https://github.com/bot-zen/ud-hf-parquet-tools
|
| 25 |
+
- Dataset repository: https://huggingface.co/datasets/commul/universal_dependencies
|
RELEASE.md
CHANGED
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@@ -29,11 +29,11 @@ Use [semantic versioning](https://semver.org/): `MAJOR.MINOR.PATCH`
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**Breaking changes** that require user code modifications:
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- Schema changes (adding/removing/renaming fields)
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-
- Changed data format
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- Incompatible API changes
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- Removing deprecated features
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-
**Example:**
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### Minor Version (v2.0 → v2.1)
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@@ -87,14 +87,6 @@ name = "universal-dependencies"
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version = "2.1.0" # Update this
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```
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-
**File: MIGRATION.md** (if major/minor)
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Update the version references in examples:
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-
```markdown
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-
# Migration Guide: v2.0 → v2.1
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-
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-
This guide helps you migrate from v2.0 to v2.1...
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```
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-
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### 3. Update CHANGELOG.md
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Create entry for new version:
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@@ -121,7 +113,7 @@ Create entry for new version:
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### Breaking Changes
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- **Description**: Clear explanation
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- **Impact**: Who is affected
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-
- **
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```
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### 4. Update Documentation
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@@ -129,7 +121,6 @@ Create entry for new version:
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**Files to review and update:**
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- **README.md** (root) - Update version badges, examples
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-
- **MIGRATION.md** - Add new section if breaking changes
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- **ADDING_NEW_UD_VERSION.md** - Update if workflow changes
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- **tools/README.md** - Update if scripts change
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- **templates/README.tmpl** - Update if dataset card needs changes
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@@ -294,11 +285,7 @@ Do not use lightweight tags (`git tag v${NEW_VER}`) for framework releases.
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### Breaking Changes (if any)
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-
- Change A:
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-
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-
### Upgrade Instructions
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-
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-
For users: See [MIGRATION.md](MIGRATION.md) if breaking changes exist.
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For maintainers: Framework has been applied to all UD data branches (2.7-2.17).
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@@ -428,7 +415,7 @@ git push origin v2.1.1
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# 6. Tag and release
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```
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-
**Skip:** No
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### Scenario 2: Minor Feature Release (v2.0 → v2.1)
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@@ -440,8 +427,7 @@ git push origin v2.1.1
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# 3. Update CHANGELOG.md
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# 4. Test on sample branch
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# 5. Apply to all branches
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-
# 6.
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-
# 7. Tag and release
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```
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**Impact:** Users can optionally use new field, old code still works
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@@ -453,15 +439,14 @@ git push origin v2.1.1
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```bash
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# 1. Update all templates and scripts
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# 2. Update version in pyproject.toml
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-
# 3.
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-
# 4.
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-
# 5.
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-
# 6.
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-
# 7.
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-
# 8. Announce with migration guide
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```
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-
**Impact:** Users may need to update code, provide clear
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## Version History
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| 467 |
|
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@@ -471,7 +456,6 @@ git push origin v2.1.1
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| v2.2.0 | 2026-03 | Minor | Parquet stale-artifact guard controls, `--check-extra`, `--prune-extra` |
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| 472 |
| v2.1.0 | 2026-02 | Minor | CLARIN snapshot pipeline, flag-driven `--ud-ver` workflow, validation blocked-treebank ignored count |
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| 473 |
| v2.0.0 | 2025-01 | Major | Parquet format, no Python script, external helpers |
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| 474 |
-
| v1.0.0 | 2024-XX | Major | Initial Python script loader |
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## Best Practices
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|
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@@ -525,7 +509,6 @@ git commit -m "Update docs to reference v2.1"
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- **Framework documentation:** [tools/README.md](tools/README.md)
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- **UD data releases:** [ADDING_NEW_UD_VERSION.md](ADDING_NEW_UD_VERSION.md)
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| 528 |
-
- **User migration:** [MIGRATION.md](MIGRATION.md)
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| 529 |
- **External library:** https://github.com/bot-zen/ud-hf-parquet-tools
|
| 530 |
- **Semantic versioning:** https://semver.org/
|
| 531 |
|
|
|
|
| 29 |
**Breaking changes** that require user code modifications:
|
| 30 |
|
| 31 |
- Schema changes (adding/removing/renaming fields)
|
| 32 |
+
- Changed data format or loading architecture
|
| 33 |
- Incompatible API changes
|
| 34 |
- Removing deprecated features
|
| 35 |
|
| 36 |
+
**Example:** v2.0 moved to Parquet format and removed Python script loader
|
| 37 |
|
| 38 |
### Minor Version (v2.0 → v2.1)
|
| 39 |
|
|
|
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| 87 |
version = "2.1.0" # Update this
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| 88 |
```
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|
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|
|
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|
|
|
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|
|
|
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| 90 |
### 3. Update CHANGELOG.md
|
| 91 |
|
| 92 |
Create entry for new version:
|
|
|
|
| 113 |
### Breaking Changes
|
| 114 |
- **Description**: Clear explanation
|
| 115 |
- **Impact**: Who is affected
|
| 116 |
+
- **Upgrade**: How to update code
|
| 117 |
```
|
| 118 |
|
| 119 |
### 4. Update Documentation
|
|
|
|
| 121 |
**Files to review and update:**
|
| 122 |
|
| 123 |
- **README.md** (root) - Update version badges, examples
|
|
|
|
| 124 |
- **ADDING_NEW_UD_VERSION.md** - Update if workflow changes
|
| 125 |
- **tools/README.md** - Update if scripts change
|
| 126 |
- **templates/README.tmpl** - Update if dataset card needs changes
|
|
|
|
| 285 |
|
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### Breaking Changes (if any)
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+
- Change A: Upgrade instructions
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|
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|
| 290 |
For maintainers: Framework has been applied to all UD data branches (2.7-2.17).
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| 291 |
|
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|
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# 6. Tag and release
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```
|
| 417 |
|
| 418 |
+
**Skip:** No upgrade notes needed, no schema changes
|
| 419 |
|
| 420 |
### Scenario 2: Minor Feature Release (v2.0 → v2.1)
|
| 421 |
|
|
|
|
| 427 |
# 3. Update CHANGELOG.md
|
| 428 |
# 4. Test on sample branch
|
| 429 |
# 5. Apply to all branches
|
| 430 |
+
# 6. Tag and release
|
|
|
|
| 431 |
```
|
| 432 |
|
| 433 |
**Impact:** Users can optionally use new field, old code still works
|
|
|
|
| 439 |
```bash
|
| 440 |
# 1. Update all templates and scripts
|
| 441 |
# 2. Update version in pyproject.toml
|
| 442 |
+
# 3. Update CHANGELOG.md with breaking changes and upgrade notes
|
| 443 |
+
# 4. Test extensively on all branches
|
| 444 |
+
# 5. Apply to all branches (may require regeneration)
|
| 445 |
+
# 6. Tag and release
|
| 446 |
+
# 7. Announce with release notes
|
|
|
|
| 447 |
```
|
| 448 |
|
| 449 |
+
**Impact:** Users may need to update code, provide a clear upgrade path
|
| 450 |
|
| 451 |
## Version History
|
| 452 |
|
|
|
|
| 456 |
| v2.2.0 | 2026-03 | Minor | Parquet stale-artifact guard controls, `--check-extra`, `--prune-extra` |
|
| 457 |
| v2.1.0 | 2026-02 | Minor | CLARIN snapshot pipeline, flag-driven `--ud-ver` workflow, validation blocked-treebank ignored count |
|
| 458 |
| v2.0.0 | 2025-01 | Major | Parquet format, no Python script, external helpers |
|
|
|
|
| 459 |
|
| 460 |
## Best Practices
|
| 461 |
|
|
|
|
| 509 |
|
| 510 |
- **Framework documentation:** [tools/README.md](tools/README.md)
|
| 511 |
- **UD data releases:** [ADDING_NEW_UD_VERSION.md](ADDING_NEW_UD_VERSION.md)
|
|
|
|
| 512 |
- **External library:** https://github.com/bot-zen/ud-hf-parquet-tools
|
| 513 |
- **Semantic versioning:** https://semver.org/
|
| 514 |
|
tools/templates/README.tmpl
CHANGED
|
@@ -65,19 +65,20 @@ configs:
|
|
| 65 |
|
| 66 |
## Dataset Card (v2.0) for Universal Dependencies Treebank
|
| 67 |
|
| 68 |
-
**Version 2.
|
| 69 |
-
- **
|
| 70 |
-
- **MWT Support:** New `mwt` field provides structured multi-word token information
|
| 71 |
-
- **Enhanced Security:** No more `trust_remote_code=True` required
|
| 72 |
-
- **Separate Versioning:** Loader version (2.0.0) distinct from UD data version (2.17)
|
| 73 |
|
| 74 |
**Breaking Changes:**
|
| 75 |
-
-
|
| 76 |
-
- Requires `datasets>=4.0.0` for Parquet support
|
| 77 |
|
| 78 |
- **Migration Guide:** See [MIGRATION.md](MIGRATION.md) for detailed upgrade instructions
|
| 79 |
- **Changelog:** See [CHANGELOG.md](CHANGELOG.md) for complete release notes
|
| 80 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 81 |
|
| 82 |
## Table of Contents
|
| 83 |
- [Dataset Description](#dataset-description)
|
|
|
|
| 65 |
|
| 66 |
## Dataset Card (v2.0) for Universal Dependencies Treebank
|
| 67 |
|
| 68 |
+
**Version 2.y** introduces improvements and breaking changes:
|
| 69 |
+
- **Some Support:** Some new feature to support something
|
|
|
|
|
|
|
|
|
|
| 70 |
|
| 71 |
**Breaking Changes:**
|
| 72 |
+
- Some sequence change
|
|
|
|
| 73 |
|
| 74 |
- **Migration Guide:** See [MIGRATION.md](MIGRATION.md) for detailed upgrade instructions
|
| 75 |
- **Changelog:** See [CHANGELOG.md](CHANGELOG.md) for complete release notes
|
| 76 |
|
| 77 |
+
This dataset is distributed as Parquet files for HuggingFace datasets >=4.0.0.
|
| 78 |
+
It includes structured multi-word token information in the `mwt` field and
|
| 79 |
+
keeps loader/framework versioning separate from the Universal Dependencies data
|
| 80 |
+
version.
|
| 81 |
+
|
| 82 |
|
| 83 |
## Table of Contents
|
| 84 |
- [Dataset Description](#dataset-description)
|