4 Commits

Author SHA1 Message Date
b2c7b94fe9 fix: clear all latent deprecation + resource warnings
Three real issues surfaced when running the suite with strict warnings:

1. src/core/format_standardize.py: ``datetime.utcfromtimestamp`` is
   deprecated in CPython 3.12 and slated for removal. Replace with
   ``datetime.fromtimestamp(ts, tz=timezone.utc)``. Output for the
   date-only format codes we use is byte-identical.

2. src/core/io.py: ``list_sheets`` leaked the openpyxl file handle by
   returning ``xl.sheet_names`` from an unclosed ``pd.ExcelFile``.
   Wrap in a ``with`` block so the FD closes deterministically — also
   prevents the Windows-only "file is locked" repro path.

3. tests/test_corpus.py: ``TestXlsxPollution.workbook`` fixture
   returned the bare ``pd.ExcelFile`` instead of yielding + closing.
   Convert to a yield-and-finally pattern so the class-scoped handle
   isn't leaked across the whole test file.

Also harden pytest.ini's warning policy: escalate
``ResourceWarning`` from ``src`` to an error, alongside the existing
``DeprecationWarning`` rule. Third-party warnings stay filtered — we
can't fix pandas/openpyxl/streamlit churn from here.

All 1916 tests pass under the strict filter; full and split runs
(``pytest``, ``pytest -m 'not gui'``, ``pytest -m gui``) all clean.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-13 16:28:48 +00:00
966af8ef94 feat: 3 new tools, format streaming, distribution-ready demo + landing pages
Tools shipped this batch (4 → 6 of 9 Ready):
  04 Missing Value Handler   src/core/missing.py + cli_missing.py + GUI
  05 Column Mapper           src/core/column_mapper.py + cli_column_map.py + GUI
  09 Pipeline Runner         src/core/pipeline.py + cli_pipeline.py + GUI
                             with soft tool-dependency graph (recommended,
                             not enforced) and JSON save/load for repeatable
                             weekly cleanups.

Format Standardizer reworked for 1 GB international files:
  • Vectorised dispatch + LRU cache over phone/date/currency/boolean/email
  • Per-row country / address columns drive parsing
  • Audit cap (default 10 k rows, ~50 MB RAM)
  • standardize_file(): chunked streaming entry point (~165 k rows/sec)
  • currency_decimal="auto" for EU comma-decimal locales
  • R$ / kr / zł multi-char currency prefixes
  • cli_format.py with auto-stream above 100 MB inputs

Encoding detection arbiter + language-aware probe:
  Closes the last 4 xfails (cp1250 / mac_iceland / shift_jis_2004 / lying-BOM)
  via tied-confidence arbiter + Cyrillic / EE-Latin coverage probes.

Distribution-readiness assets:
  • streamlit_app.py — Streamlit Community Cloud entry shim
  • src/gui/app_demo.py — single-page demo, ?p=<persona> routing,
    100-row cap + watermark, free-vs-paid boundary enforced at surface
  • samples/demo/ — 3 niche datasets + pre-tuned pipeline JSONs
  • landing/ — 4 static HTML pages (apex chooser + 3 niche),
    shared CSS, deploy.py URL-substitution script,
    auto-generated robots.txt + sitemap.xml + 404.html + favicon
  • docs/PLAN.md, DEMO-PLAN.md, DEPLOYMENT.md, POST-LAUNCH.md, NEXT-STEPS.md
    — full strategy + measurement + deployment + master checklist

Test counts:
  before: 1,520 passed · 4 skipped · 17 xfailed
  after:  1,729 passed · 0 skipped · 0  xfailed

Tier-1 corpora added:
  • missing-corpus           3 use cases + 16 edge cases
  • column-mapper-corpus     3 use cases + 5 edge cases
  • format-cleaner intl      20-row 13-country stress fixture

Engine hardening flushed out by the corpora:
  • interpolate guards against object-dtype columns
  • mean/median skip all-NaN columns (silences numpy warning)
  • fillna runs under future.no_silent_downcasting (silences pandas warning)
  • mojibake test no longer skips when ftfy installed (monkeypatch path)
  • drop-row threshold semantics: strict-greater (consistent across rows / cols)
  • currency_decimal validator allow-set updated for "auto"

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-01 22:31:26 +00:00
82d7fef21e feat(gate): CSV-normalization gate with confidence-tiered findings
Adds a Review & Normalize page that sits between upload and every tool
page. The analyzer now tags each finding with confidence (high/medium/low)
and a fix_action; the gate auto-applies high-confidence fixes, surfaces
medium/low ones for user review, and blocks tool pages on error-level
findings until resolved or waived.

Core (src/core/):
  - analyze.py: Finding gains confidence, fix_action, pre_applied; new
    detectors for encoding_uncertain, encoding_decode_failed; new top-
    level encoding_override parameter.
  - fixes.py: registry of fix algorithms keyed by fix_action id.
  - normalize.py: auto_fix(), apply_decisions(), is_normalized(), and
    the NormalizationResult / Decision dataclasses the gate consumes.
  - io.py: detect_encoding tries strict UTF-8 first; repair_bytes now
    transcodes UTF-16/32 to UTF-8 before NUL-strip (fixes UTF-16 corruption)
    and normalizes line endings (fixes bare-CR parser crash); empty file
    handled gracefully instead of EmptyDataError traceback.

GUI (src/gui/):
  - pages/0_Review.py: gate page with per-finding decision controls,
    encoding override picker (16 codepages + custom), and Advanced output
    options (encoding, delimiter, line terminator) on the download.
  - components.py: require_normalization_gate() helper.
  - pages/1-9: gate guard wired on every tool page.

Test corpora:
  - test-cases/encodings-corpus/: 31 encoded CSV fixtures + 9 reference
    UTF-8 files + manifest, synced from Business/DataTools.
  - test-cases/text-cleaner-corpus/test_data/17: synced malformed input
    (unquoted $1,500.00) for the unquoted-delimiter detector.

Tests (94 new):
  - test_normalize.py (48): finding fields, fix registry, auto_fix scope,
    decision paths, gate idempotency, output-options helper.
  - test_encodings_corpus.py (90, 16 xfailed): parametric detection +
    decode + analyzer-no-crash sweep against the manifest.
  - test_analyze.py: encoding override + encoding_uncertain detectors.
  - test_corpus.py: pre-parse repair in the strict reader.

run_tests.py: new aliases --tool normalize, --tool encodings, --tool gate;
encodings corpus added to --fixtures category.

Docs: USER-GUIDE §3.3 covers the gate workflow, encoding override, and
output options; TECHNICAL §10.2.1-10.2.4 documents the analyzer schema,
gate API, Review page, and pre-parse repair pipeline; CLI-REFERENCE adds
the analyzer JSON schema with the new fields; README links to all of it.

Suite: 765 passed, 17 xfailed (was 458 passed).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-29 20:35:27 +00:00
c349a90e18 test: add text-cleaner corpus and close gaps surfaced by it
The 21-fixture corpus (test-cases/text-cleaner-corpus/) exercises the cleaner
end-to-end against the spec in TEST-CASES.md. Closing the failing cases drove
five small cleaner fixes plus two fixture-generation fixes:

- _SMART_CHARS: add prime, double prime, guillemets (case 03)
- _ZERO_WIDTH: add soft hyphen U+00AD (case 05)
- clean_dataframe: clean column headers via the same pipeline (cases 16/19/20),
  with a clean_headers toggle on CleanOptions
- smart_title_case: title-case full-shout strings ("ALICE SMITH" -> "Alice
  Smith") while still preserving embedded acronyms; preserve uppercase after
  apostrophe in names ("O'CONNOR" -> "O'Connor", "o'neil" -> "O'neil")
- test_corpus.py reader: pre-strip NUL bytes (C parser truncates at NUL,
  python engine is too strict about embedded literal "), per spec case 06
- generate_test_data.py: properly CSV-escape literal-quote cells in case 03
  expected; quote the rogue-comma price field in case 17 input

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-29 15:37:35 +00:00