Check Metadata Typos

Check metadata files for spelling typos using comprehensive spell checking.

Scope Options

Ask the user which scope they want to check:

1. Current step only - Ask the user to specify the step path (e.g., etl/steps/data/garden/energy/2025-06-27/electricity_mix)
2. All ETL metadata - Check all active .meta.yml files in etl/steps/data/{garden,meadow,grapher}/ (automatically excludes ~3,570 archived steps)
3. Snapshot metadata - Check all snapshot .dvc files in snapshots/ (~7,915 files)
4. All metadata - Check both ETL steps and snapshot metadata files

Note: Archived steps and snapshots (defined in dag/archive/*.yml) are automatically excluded from checking as they are no longer actively maintained.

Implementation Strategy

0. Check codespell installation

IMPORTANT: Check if codespell is installed before attempting to use it. Since codespell is now a dev dependency in the project, it should already be installed, but verify first to avoid reinstalling unnecessarily.

# Check if codespell is installed
if ! .venv/bin/codespell --version &> /dev/null; then
    echo "codespell not found, installing..."
    uv add --dev codespell
else
    echo "codespell is already installed"
fi

If codespell is not installed and uv add --dev codespell fails, explain to the user how to install it manually.

1. Exclude archived steps and snapshots

IMPORTANT: Do not check archived steps and snapshots as they are no longer in use.

Archived steps and snapshots are defined in dag/archive/*.yml files: - ~3,570 deprecated steps (garden, meadow, grapher) - ~736 deprecated snapshots

To exclude them, extract their paths and create a list of active files:

# Extract archived step paths to a file
for step_type in garden meadow grapher; do
  grep -h "data://${step_type}/" dag/archive/*.yml 2>/dev/null | \
    grep -o "data://${step_type}/[^:]*" | \
    sed 's|data://|etl/steps/data/|' | \
    sed 's|$|.meta.yml|'
done > /tmp/archived_files.txt

# Extract archived snapshots
grep -rh "snapshot://" dag/archive/*.yml 2>/dev/null | \
  grep -o "snapshot://[^:]*" | \
  sed 's|snapshot://|snapshots/|' | \
  sed 's|$|.dvc|' | \
  sort -u >> /tmp/archived_files.txt

# Create list of all metadata files
find etl/steps/data/garden -name "*.meta.yml" > /tmp/all_meta_files.txt
find etl/steps/data/meadow -name "*.meta.yml" >> /tmp/all_meta_files.txt
find etl/steps/data/grapher -name "*.meta.yml" >> /tmp/all_meta_files.txt
find snapshots -name "*.dvc" >> /tmp/all_meta_files.txt

# Filter out archived files
grep -vFf /tmp/archived_files.txt /tmp/all_meta_files.txt > /tmp/active_meta_files.txt

echo "Total files to check: $(wc -l < /tmp/active_meta_files.txt)"

2. Run codespell with ignore list and exclusions

Use the existing .codespell-ignore.txt file to filter out domain-specific terms:

For option 1 (current step only):

1. Ask the user to provide the step path (e.g., etl/steps/data/garden/energy/2025-06-27/electricity_mix)
2. Construct the full path to the metadata file: <step_path>/*.meta.yml
3. Run codespell on that specific path:

# For specific step (option 1)
STEP_PATH="<user_provided_path>"  # e.g., etl/steps/data/garden/energy/2025-06-27/electricity_mix
.venv/bin/codespell "${STEP_PATH}"/*.meta.yml \
  --ignore-words=.codespell-ignore.txt

For option 2 (all ETL metadata - garden, meadow, grapher):

# For all ETL step metadata (option 2)
find etl/steps/data/garden -name "*.meta.yml" > /tmp/all_step_files.txt
find etl/steps/data/meadow -name "*.meta.yml" >> /tmp/all_step_files.txt
find etl/steps/data/grapher -name "*.meta.yml" >> /tmp/all_step_files.txt
grep -vFf /tmp/archived_files.txt /tmp/all_step_files.txt > /tmp/active_step_files.txt

cat /tmp/active_step_files.txt | xargs .venv/bin/codespell \
  --ignore-words=.codespell-ignore.txt

Note: Excluding archived steps reduces the scope by ~3,570 files and focuses on actively maintained metadata.

For option 3 (snapshot metadata):

# For all snapshot metadata (option 3)
find snapshots -name "*.dvc" > /tmp/all_snapshot_files.txt
grep -vFf /tmp/archived_files.txt /tmp/all_snapshot_files.txt > /tmp/active_snapshot_files.txt

cat /tmp/active_snapshot_files.txt | xargs .venv/bin/codespell \
  --ignore-words=.codespell-ignore.txt

Note: Snapshot .dvc files contain metadata in the meta.source.description and meta.source.published_by fields. ~736 archived snapshots are excluded.

For option 4 (all metadata):

# For all metadata - ETL and snapshots (option 4)
# Use the active_meta_files.txt created in step 1
cat /tmp/active_meta_files.txt | xargs .venv/bin/codespell \
  --ignore-words=.codespell-ignore.txt

3. Parse and present results

Extract typos from codespell output and present them in a structured format:

• Group by typo type (e.g., all instances of "seperate" → "separate")
• Show file paths (as clickable links when possible)
• Show line numbers
• Show suggested corrections

Example output format:

Found 15 typos across 8 files:

Most common:
- "inmigrant" → "immigrant" (5 occurrences in 2 files)
- "seperate" → "separate" (3 occurrences in 1 file)
- "accomodation" → "accommodation" (2 occurrences in 1 file)

Detailed list:
[file.meta.yml:123] inmigrant → immigrant
[file.meta.yml:456] seperate → separate
...

4. Offer to fix typos

After presenting results, ask the user:

• Fix all automatically? - Apply all suggested fixes
• Review each typo? - Go through typos one by one for confirmation
• Cancel - Exit without making changes

5. Apply fixes (if user confirms)

For automatic fixes:

# Use sed or Python script to replace typos in files
# Example: sed -i '' 's/seperate/separate/g' file.meta.yml

For reviewed fixes, confirm each change before applying.

6. Verify fixes

After applying fixes, re-run codespell to verify all typos were corrected:

.venv/bin/codespell <path> --ignore-words=.codespell-ignore.txt

Should return 0 results.

7. Clean up

IMPORTANT: Delete any temporary files created during the check:

```bash rm -f /tmp/archived_files.txt /tmp/all_meta_files.txt /tmp/active_meta_files.txt \ /tmp/all_step_files.txt /tmp/active_step_files.txt \ /tmp/all_snapshot_files.txt /tmp/active_snapshot_files.txt \ /tmp/codespell_output.txt

The only persistent files should be:

• The .codespell-ignore.txt whitelist (if it doesn't exist, create it)
• Modified .meta.yml files (if fixes were applied)

Do NOT create new persistent files in the repo like:

• ❌ TYPO_CHECK_REPORT.md
• ❌ scripts/analyze_typos.py
• ❌ scripts/advanced_spell_checker.py

All analysis logic should be embedded in this command execution, not saved as separate files.

Error Handling

• Check if codespell is installed first (see step 0). If not installed and uv add --dev codespell fails, explain to the user how to install it manually with uv sync or check their Python environment
• If no .meta.yml or .dvc files are found in the specified scope, inform the user
• If codespell finds no typos, congratulate the user on clean metadata!
• If file modification fails, report which files couldn't be updated

Notes

• Always use American English spelling (e.g., "combating" not "combatting")
• Technical field names (like variable names with underscores) are typically safe to ignore
• Acronyms in ALL CAPS should be ignored - they are almost always legitimate acronyms (e.g., TE, INE, DIEA)
• URLs and domain names should be ignored - codespell may flag parts of URLs (e.g., "ine.es", "corona.fo") but these are correct
• When in doubt about a flagged word, ask the user before fixing