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The prompt requires implementing Pexels image retrieval, referencing an earlier approved...
### Implementation Summary: S08 Pexels Image Retrieval

The S08 Pexels Image Retrieval stage has been implemented according to the approved
proposal.
──────
### Files Changed and Created

1. **pexels.py**
• Implemented PexelsClient with search_photos() (supporting orientation, query
sanitization, and pagination) and download_image() (chunked streaming download to .
tmp with atomic replacement).
• Added custom PexelsAPIError for HTTP 401, 429 rate limiting, and network exceptions.
2. **__init__.py**
• Exported PexelsClient and PexelsAPIError.
3. **s08_fetch_media.py**
• Defined MediaFetchResult and MediaFetchBatchSummary dataclasses.
• Implemented simplify_search_query() for stripping narrow camera/staging modifiers
and falling back to topic keywords.
• Implemented select_best_photo() with article-level photo deduplication across
concepts and resolution ranking (large2x > original > large > portrait).
• Implemented fetch_media_for_pin() with idempotent execution, sidecar JSON metadata
persistence, and audit logging to stage_logs.
• Implemented fetch_media_for_article() and fetch_media_for_batch() with per-pin
fault tolerance.
4. **__init__.py**
• Exported S08 stage functions and dataclasses: fetch_media_for_pin,
fetch_media_for_article, fetch_media_for_batch, MediaFetchResult, and
MediaFetchBatchSummary.
5. **schema.sql:127 and db.py:90-103**
• Added image_metadata TEXT column to the pins schema and ensured idempotent
migration in migrate_db().
6. **models.py:138**
• Added image_metadata: Optional[str] = None to the Pin dataclass.
7. **main.py**
• Added cmd_fetch_media() supporting --batch, --article, --pin, --force, and
inspection via show (--article, --pin).
• Integrated fetch-media / s08 stage handling into cmd_retry().
• Configured fetch-media CLI subparser and main dispatcher.
8. **test_s08_fetch_media.py**
• Added 15 comprehensive unit and integration tests covering the Pexels client, query
simplification, photo selection, deduplication, atomic downloads, sidecar metadata,
idempotency/force re-fetch, error handling, batch fault tolerance, and CLI commands.

──────
### Test Results

• S08 Tests (tests/test_s08_fetch_media.py):
Ran 15 tests in 1.279s
OK

• Full Project Test Suite (python3 -m unittest discover tests):
Ran 97 tests in 58.216s
OK

──────
### Completion Status

S08 Pexels Image Retrieval is complete.

[a2zalienss]

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[Jamessam2]

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