Only "Download cleaned CSV" was working; "Download changes audit" and
"Download config JSON" did nothing on click.
The symptom is the classic Streamlit footgun for multiple
``st.download_button`` widgets in adjacent columns: without an explicit
``key`` argument the auto-derived widget IDs can collide, especially
when one button is conditionally rendered, and only the first button
in source order actually fires on click. Same goes for unstable
``data`` bytes recomputed inside the ``with col:`` block — the widget
identity can drift between renders.
Robustness pattern applied:
- Compute all three byte buffers up front, outside the columns, so the
``data`` parameter is the same object across reruns.
- Pass an explicit unique ``key`` ("textclean_dl_cleaned" /
"textclean_dl_changes" / "textclean_dl_config") to each button.
- Render the changes button unconditionally with ``disabled=True`` and
a help tooltip when ``result.changes.empty`` — instead of hiding it.
Layout stays steady and the empty case is self-explanatory.
- ``use_container_width=True`` so the three buttons size identically
inside their columns.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
After clicking Clean Text the user was left at the bottom of the
script with the Options block still expanded and no viewport movement
— they had to scroll to find the Results.
- Wrap the whole Options block in an outer ``st.expander("Options",
expanded=not _has_result)``. After the Clean Text rerun, both
Preview AND Options collapse, leaving the primary action button +
Results as the only prominent elements above the fold. The inner
Advanced-options expander is preserved as a nested expander
(supported in Streamlit 1.36+; this repo pins 1.35+).
- Add a 1px anchor div ``#textclean-results-anchor`` immediately
before the Results subheader.
- On Clean Text click, set a one-shot ``_textclean_scroll_to_results``
flag in session state; on the next render, pop the flag and inject
a tiny ``st.components.v1.html`` iframe whose ``<script>`` calls
``scrollIntoView`` on the parent document's anchor. One-shot so
re-renders triggered by other widgets (Show-hidden toggle, etc.)
don't jerk the viewport back to the top of Results.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Two small UX fixes on the Clean Text page:
1. The input preview is now wrapped in an ``st.expander`` whose
default-expanded state is ``not has_result``. Clicking the
"Clean Text" primary button stashes the result and calls
``st.rerun()`` so the next pass sees the result in session state
and the expander folds — the Results section becomes the primary
visual focus. User can re-expand manually to re-inspect the source.
2. The Examples (changes audit) table's Before/After columns were
calling ``visualize_hidden_html`` WITHOUT ``mark_outer_whitespace``,
so leading/trailing whitespace — which is exactly what the cleaner
most often removes — was invisible. Pass ``mark_outer_whitespace=True``
to match the input-preview rendering. Column-name cell now mirrors
that flag too.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Multi-file workflow: a user uploads several files on Home, clicks
"Open <Tool>" on one file's findings, lands on a tool page. The
sidebar lets them get back to Home, but a top-of-page back affordance
is more discoverable and keeps the hand in the same screen region as
the upload list they're working through.
- New ``back_to_home_link()`` helper in components/_legacy.py renders
a secondary button that calls ``st.switch_page("app.py")`` — under
``st.navigation`` that routes to the default (Home) page.
- Wired into every tool page (1-9) directly after
``hide_streamlit_chrome()`` and BEFORE the license gate so a Lite
user who lands on a locked tool can navigate away without paying.
- New i18n key ``nav.back_to_home`` ("← Back to Home" /
"← Volver al inicio") in en/es packs.
2008 tests pass.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Close is now a direct shutdown trigger: visiting the Close page (the
sidebar entry) fires shutdown_app() immediately — no confirm step, no
intermediate body. The farewell overlay paints and os._exit(0) lands
~1s later from a daemon thread.
Layout: Close moved into its own bottom-of-sidebar section so the
destructive action is visually separated from Account/Activate.
- New shutdown_app() in components/_legacy.py replaces quit_button.
os._exit thread is skipped when "pytest" is in sys.modules so the
test suite doesn't suicide on rendering 99_Close.
- pages/99_Close.py shrinks to set_page_config + chrome + shutdown_app.
- app.py nav grows a new "Close" section header (new
nav.section_close key in en/es packs) pinned at the bottom of the
navigation dict.
Tests updated:
- TestQuitButtonRenders → TestClosePageShutsDownImmediately.
Assert the shutdown caption renders + no confirm button exists.
- test_smoke EXPECTED_SUBSTRINGS["99_Close"] now pins
"Shutting down" / "Cerrando" (the visible page body) instead of
the removed page title.
2008 tests pass.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Home is now the only entry point: the "Run analysis" button on the
upload section IS the review step (findings render inline via
render_findings_panel). Tool pages no longer gate on a passed
normalization — running the analyzer is sufficient context.
Removed:
- src/gui/pages/0_Review.py
- src/gui/components/gate.py (re-export seam)
- require_normalization_gate() in src/gui/components/_legacy.py
- "review" section enum in tools_registry.py
- Data Review entry in app.py navigation
- require_normalization_gate() calls + imports in all nine tool pages
- tests/gui/test_gate.py (whole file)
- TestReviewWorkflow in tests/gui/test_workflows.py
- 0_Review entry in tests/gui/test_smoke.py PAGE_SLUGS
- stash_upload's normalization_result+normalization_for stashing
- stash_upload_without_gate (was the gate's negative-path helper)
2017 tests pass (16 retired with the gate flow).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
When a user lands on Review without an upload, show a file uploader
on the page itself and auto-run the analyzer once a file is picked,
rather than bouncing them to the home page with a "Back to home"
button.
Auto-analyze is the right default here: the user is already on the
Review page, so they've implicitly committed to a scan. Stashing the
bytes in the same session-state keys the home page uses keeps the
rest of the flow (encoding picker, gate, tool pages) unchanged.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Sidebar nav now groups tools under Data Review / Data Cleaners /
Transformations / Automations via st.navigation, replacing the flat
auto-discovered list. Tool display names switch to action-first
phrasing (Find Duplicates, Fix Missing Values, Find Unusual Values,
Standardize Formats, Clean Text, Quality Check, Map Columns, Combine
Files, Automated Workflows) in EN + ES packs and on each page's H1.
The Data Cleaners section follows the requested order: Missing
Values → Outliers → Text Cleaner → Format Standardizer → Deduplicator
→ Quality Check. (Text Cleaner kept inside cleaners since the request
didn't list it but the tool still ships.) Registry now carries a
section field; helpers added: tools_in_section(), section_label().
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Two coupled changes:
1. Lite tier
- New Tier.LITE in src/license/schema.py.
- FEATURES_BY_TIER[Tier.LITE] = {Deduplicator, Text Cleaner,
Format Standardizer}. The three universally-useful tools that
cover the most common bookkeeping / RevOps / Klaviyo prep
workflows. Other six tools require Core.
- i18n: license.tier_lite, license.feature_locked_title,
license.feature_locked_body, license.upgrade_link,
license.status_locked (en + es).
- Per-tool feature gate at every GUI tool page
(require_feature_or_render_upgrade) and every tool CLI
(guard(feature=...)). A locked tool renders an upgrade
prompt + Manage-license button (GUI) or exits with code 2
(CLI).
- Home grid: tool cards the user's tier doesn't unlock get a
red 🔒 Locked badge in place of green Ready.
2. Trial removed
- Activation form's "Start 1-year trial" button removed.
- license_cli's `trial` subcommand removed.
- activation.trial_button / activation.trial_help i18n keys
dropped (pack parity test stays green).
- Tier.TRIAL stays in the enum (back-compat with any field-
tested trial licenses); LicenseManager._mint stays internal
for tests and the seller's key generator.
- Decision logged in DECISIONS §9b: a 1-year all-features
trial undercuts paid Lite; paid-only keeps tier economics
clean.
Tests (+29 net): +17 Lite-tier unit/guard tests + 13 Lite-tier
GUI tests + 1 trial-absent assertion - 2 trial CLI tests - 1
trial GUI button test. Total: 1995 → 2024.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
A complete offline licensing layer (no internet at any step):
Core
- src/license/ — schema (License, Tier, FeatureFlag), HMAC crypto,
JSON storage, LicenseManager singleton with activate/renew/
deactivate/issue_trial. Tier-scaffolded so future SKUs can carve
per-tool feature sets without consumer-code edits.
- scripts/generate_license.py — creator-only key generator. Mints a
DTLIC1: blob the buyer pastes into the activation page.
GUI
- New activation form component (src/gui/components/activation.py).
- hide_streamlit_chrome() now inline-renders the activation form when
no valid license is present (every page short-circuits to the form
until activated).
- Sidebar shows tier + days remaining; renewal warning under 30 days.
- New pages/_Activate.py for revisiting the form after activation.
CLI
- src/license_cli.py — activate / renew / status / trial / deactivate
commands. Exempt from the guard.
- src/cli_license_guard.py — drop-in guard call added to every tool
CLI's main(). Lets --help through; respects DATATOOLS_DEV_MODE.
i18n
- New activation.* and license.* keys in en.json + es.json
(page title, form labels, status badges, renewal warnings, error
messages). Pack parity test stays green.
Test infrastructure
- tests/conftest.py autouse fixture sets DATATOOLS_DEV_MODE=1 so the
existing 1916 tests continue to pass.
- isolated_license_path / activated_license_manager /
unactivated_license_manager fixtures for tests that want to drive
the real check.
Tests (+79)
- tests/test_license.py (40): schema, crypto roundtrip, blob
encode/decode, tier→feature mapping, activation flow, name/email
mismatch rejection, tamper detection, expiration, renewal,
dev-mode bypass.
- tests/test_license_cli.py (26): every license_cli command +
subprocess tests confirming every tool CLI refuses to run without
a license, --help always works, DEV_MODE bypasses.
- tests/gui/test_activation.py (13): gate blocks without license,
passes with trial, activation form submission unlocks the gate,
sidebar status, renewal warning, i18n.
Total: 1916 → 1995 tests. All pass under the strict warning filter.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Introduces ``src/i18n`` with a tiny JSON-backed t() lookup, an in-session
language preference, and a sidebar selector wired through
``hide_streamlit_chrome`` so every page picks up the same picker. Covers
home, tool cards, findings panel, gate, shutdown, and pickup banner
strings. Tests pin pack parity and the farewell-overlay JS escape so
future packs can't silently regress.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Update the Close page intro, the shutdown overlay, and the toast so
they all read "you can close this window" — clearer for users running
the app in a dedicated browser window rather than a tab.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Move the shutdown control out of the inline sidebar widget and into
its own page (pages/99_Close.py), so it appears in the sidebar nav
alongside the tool pages. An explicit confirm button on the page
prevents accidental nav clicks from killing a live session.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Introduces src/core/errors.py with a small structured error hierarchy
that every public entry point now uses. Each error carries the
context a user needs to fix it and the context a maintainer needs to
trace it.
The hierarchy:
DataToolsError (base — formats path, column, operation, suggestion)
InputValidationError (extends ValueError — bad arg / wrong type)
ConfigError (extends ValueError — bad config / options)
FileFormatError (extends ValueError — file is not what we expected)
FileAccessError (extends OSError — file I/O failure)
Subclassing the stdlib bases means existing `except OSError` /
`except ValueError` handlers still catch them — no breaking change.
Helpers:
- ensure_dataframe(value, function=...) — uniform DataFrame guard
- ensure_choice(value, name=, choices=) — uniform enum/literal guard
- wrap_file_read(path, op, exc) — tag OSError with hint + path
- wrap_file_write(path, op, exc) — same, with Windows-aware tip
- format_for_user(exc, context=) — user-facing string for st.error / stderr
Library hardening:
- io.read_file: missing files surface FileAccessError listing whether
the parent directory exists, and the suggestion to check the path.
- io.read_file: chunk_size <= 0 now raises InputValidationError with
a positive-integer suggestion.
- io._read_excel: openpyxl BadZipFile / InvalidFileException / pandas
ValueError ("sheet not found") wrapped as FileFormatError listing
the path and a "list sheets with list_sheets()" hint.
- io._detect_excel_header_row: bare except narrowed to specific
openpyxl exceptions; falls back gracefully and logs at debug so
the real error surfaces from pd.read_excel.
- io.write_file: OSError / PermissionError on to_csv/to_excel wrapped
with file path and Windows-aware "file may be open in another
program" hint.
- dedup._parse_date: bare `except Exception` narrowed to
(TypeError, ValueError, OutOfBoundsDatetime); failed values
logged at debug for survivor-selection forensics.
- dedup._select_survivor: KEEP_MOST_RECENT now raises
InputValidationError instead of silently falling back to keep_first.
- dedup.deduplicate: input validation errors are InputValidationError
with operation/column/suggestion fields.
- format_standardize.from_dict: invalid FieldType for a column raises
ConfigError naming the column AND the bad value AND listing valid
values; same for date_order / phone_format / etc.
- format_standardize.from_file: OSError / JSON decode wrapped with
path AND line/column where parsing failed.
- format_standardize.to_file: TypeError on json.dumps wrapped as
ConfigError with the suspected source (extra_abbreviations).
- format_standardize._apply_field_type: dispatcher's "unknown field
type" branch now raises AssertionError (it's an internal invariant,
not user error — a new enum value was added without a branch).
- format_standardize._resolve_column_types: missing-column error now
InputValidationError with a "check for typos / unparsed header"
suggestion.
- format_standardize.standardize_dataframe: ensure_dataframe at entry.
- text_clean.clean_dataframe: ensure_dataframe at entry.
- config.to_strategies: invalid Algorithm/NormalizerType wrapped as
ConfigError naming the strategy index AND the column.
- config.to_survivor_rule: invalid SurvivorRule wrapped as ConfigError
listing valid values.
- config.from_file: OSError / JSON decode wrapped (mirror of
StandardizeOptions.from_file).
- fixes.repair_mojibake: ImportError on ftfy now logged at info level
with the underlying ImportError so a corrupt-package vs not-installed
distinction is visible in the logs.
- normalizers.normalize_phone: phonenumbers.NumberParseException now
logged at debug when the digits-only fallback drops extension /
country-code information — gives a trail when matching results
look wrong.
GUI / CLI surfaces:
- All 9 page handlers (`except Exception as e: st.error(...)`) now
use format_for_user(), which renders DataToolsError fields nicely
and falls back to "ClassName: message" for unrecognized errors.
- 2_Text_Cleaner and 3_Format_Standardizer additionally distinguish
UnicodeDecodeError with an "re-save as UTF-8" suggestion before
the generic handler.
- cli.py's "Error reading file" handler now uses format_for_user()
and includes the input path in the prefix.
Tests:
- tests/test_errors.py — 22 new tests covering: base class formatting,
stdlib inheritance, ensure_dataframe / ensure_choice helpers,
wrap_file_read / wrap_file_write, format_for_user behavior, and
end-to-end integration (missing file, missing dir, bad JSON, bad
algorithm, bad enum, missing column).
- tests/test_audit_fixes.py + tests/test_io.py — updated 4 tests for
the new exception types (InputValidationError replaces TypeError,
FileAccessError extends OSError).
Full project suite: 1230 passed, 4 skipped, 17 xfailed.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Adds src/core/format_standardize.py — a per-cell standardizer for dates,
phones, emails, addresses, names, currencies, booleans — wired through
StandardizeOptions / standardize_dataframe with FieldType registry.
Includes:
- Date parser handles ISO/US/EU/longform/excel-serial/unix-timestamp/
partial-precision/quarter notation; opt-in French/German/Spanish month
dictionaries via month_locales.
- Phone via libphonenumber with extension preservation (;ext=N), 001
international prefix handling, error sentinels for placeholders /
multi-number cells.
- Email lowercase/trim/mailto/angle-bracket strip with optional
--gmail-canonical mode.
- Address USPS abbreviation expansion or compression (expand=False per
corpus § 6.3), state-name → 2-letter conversion, multi-line collapse,
PO Box normalization, state-code preservation regardless of input case.
- Name handler: Mc/Mac/O'/D' inner caps, hyphen segments, particle
lowercasing (von/van/de/da), comma-format reversal, period stripping
for titles/suffixes/initials, PhD/MD acronym preservation, conservative
mode for mixed-case input.
- Currency: auto-detect EU vs US separators, space-thousands, Swiss
apostrophe, accounting parens, optional ISO code preservation, error
sentinels for percentages/ranges/word-values/ambiguous separators.
- Per-domain error_policy ("passthrough" | "sentinel") for surfacing
malformed values as <error: reason> per corpus § 0.3.
Test corpus from Business/DataTools/test-cases-format-cleaner copied to
test-cases/format-cleaner-corpus/ — 7 fixtures plus FORMATS-CASES.md.
tests/test_format_standardize_corpus.py drives all 199 rows through the
per-cell standardizers; 0 xfailed.
Wires the GUI page (3_Format_Standardizer.py) to "Ready" status.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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>
The Text Cleaner had two st.dataframe previews — the initial upload
preview ("Preview: filename") and the post-clean "Cleaned preview"
table — that both rendered cells with the same browser-collapses-
whitespace, hides-invisibles problem the analyzer findings panel had
before commit 1049c03.
components.render_hidden_aware_preview(df, n_rows, caption) renders a
DataFrame as an HTML table where:
- every cell uses visualize_hidden_html(mark_outer_whitespace=True),
so leading/trailing ASCII spaces appear as per-character "·" badges
- white-space: pre-wrap on every cell preserves internal multi-space
runs and embedded newlines visually
- headers route through the same visualizer so dirty column names
(NBSP padding, ZWSP, smart quotes) show their badges too
- NaN cells render as a faint "NaN" placeholder
- rows are sticky-headed and scrollable inside a 26rem capped
container so a 10-row preview doesn't push the rest of the UI off
screen
2_Text_Cleaner.py wires it into both previews:
- The upload preview gains its own "Show hidden characters in preview"
toggle (default on).
- The cleaned preview reuses the existing show_hidden toggle that
already governs the Examples changes table, so one switch controls
the whole results section.
Either toggle off falls back to the original st.dataframe view.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
The whole point of the cleaner is to remove characters the user can't
see — which makes the "before / after" preview nearly useless by default.
A cell with NBSP padding looks identical to a cell with regular spaces.
Two new helpers in src.core.text_clean:
visualize_hidden_text(s)
Plain-text rendering: each invisible/control/smart character is
replaced by a glyph + [LABEL] (e.g. "·[NBSP]", "→[TAB]", "∅[ZWSP]",
"""[L DQUOTE]"). Suitable for terminal output, CSV exports, anywhere
HTML is wrong. Unmapped C0 controls render as [U+XXXX].
visualize_hidden_html(s) + hidden_char_css()
HTML rendering: every flagged character is wrapped in a <span> with
a CSS class and a tooltip showing the codepoint and label. Pair with
hidden_char_css() to inject the matching styles. Three colour bands
(whitespace, special, control) so the user can scan an audit table
and spot what's being changed at a glance.
Mapping covers: ASCII tab/LF/CR, every NBSP variant (U+00A0, U+202F,
U+2009, …), zero-width family (ZWSP/ZWNJ/ZWJ/WJ/BOM/SHY), bidi marks
(LRM/RLM), all smart quotes, en/em dashes, ellipsis, prime/double-prime,
and guillemets. ASCII printable text passes through; HTML output also
escapes &/</> .
GUI wiring (src/gui/pages/2_Text_Cleaner.py)
The "Examples" changes table now defaults to a hidden-char-rendered
HTML view: every NBSP/ZWSP/smart-quote/control char is shown with its
badge and codepoint tooltip. A "Show hidden characters" toggle lets
the user fall back to the raw st.dataframe view if they prefer.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Closes the last UX gap from the analyzer review: each tool page had its
own st.file_uploader, so users had to upload the same file twice (once
on the home page for analysis, once on each tool page).
components.pickup_or_upload(label, key, types) returns either:
- a _StashedUpload shim wrapping the home-page bytes (when present and
the user hasn't asked for a different file on this page), or
- the standard st.file_uploader (when nothing is stashed or the user
clicked "Use a different file").
_StashedUpload duck-types Streamlit's UploadedFile (.name, .size,
.getvalue(), .read()) so existing tool-page code consumes it without
changes. A "Use a different file" button per page sets a session-state
override flag; a "Switch back to upload-screen file" button clears it.
Wired into 2_Text_Cleaner.py and 1_Deduplicator.py — the two pages with
working uploaders today. The remaining stub pages adopt it when they're
implemented; the helper is the public surface they'll use.
Verified by smoke-launching streamlit headless and curling the home,
text-cleaner, and deduplicator routes — all return 200 with no errors
in the server log.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Add shared hide_streamlit_chrome() helper that removes header bar,
hamburger menu, footer, and deploy button via CSS injection. Called
on every page. Add .streamlit/config.toml with minimal toolbar mode.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Convert single-page deduplicator into a multi-page suite. Home page shows
tool card grid. Deduplicator extracted to its own page (fully working).
8 stub pages added for Text Cleaner, Format Standardizer, Missing Values,
Column Mapper, Outlier Detector, Multi-File Merger, Validator & Reporter,
and Pipeline Runner — each with functional file upload and coming-soon UI.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
