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Migrate from deprecated perch-hoplite API (EmbeddingSource model) to the new Deployment → Recording → Window data model introduced in v1.0.0. Changes: - embeddings/core.py: Rewrite embedding pipeline to use insert_deployment/insert_recording/insert_window instead of insert_embedding+EmbeddingSource. Add ghost segment filtering for birdnet's padded AcousticFileEncodingResult. Use handle_duplicates="skip" for resume support. - model_utils.py: Replace removed encode_array() with encode_session()+run_arrays() API. - search/utils.py: Fix SQLiteUsearchDB → SQLiteUSearchDB casing, replace embedding_id with window_id in SearchResult. - search/core.py: Use get_window()+get_recording() instead of removed get_embedding_source(). - gui/search.py: Same get_window()+get_recording() migration. - gui/embeddings.py: Fix SQLiteUSearchDB casing. - tests/embeddings/test_embeddings.py: Update mock to match new AcousticFileEncodingResult structure.
…uard os.makedirs against empty dirname
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
…-compat fix: update to perch-hoplite 1.0.0 API (Deployment → Recording → Window)
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