perf: idempotent atomic parallel PMC downloads - #165
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SkyeAv
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fetch_pmc_article now fetches files through a bounded ThreadPoolExecutor (concurrency=8, keyword-only) instead of a serial loop, skips non-empty destinations with no HTTP request so a rerun of a killed attempt costs only the missing files, re-downloads zero-length torn writes, and writes every file via .part + os.replace with .part cleanup on failure. Results keep exact S3 listing order and the first failing key's error propagates, so downstream table binding and existing offline tests are unchanged. Invalid pool sizes fail loudly before any network call.
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Cut 19.0.0 and bump the package version in pyproject.toml, CITATION.cff, and uv.lock. Major: five breaking changes ship. The `tablassert` console command now requires the optional `[cli]` extra, since `cyclopts` and `rich` left the base install (#187). Level-one normalization redefines fullmap keys as cleaned Unicode-lowercase, Porter2-normalized, byte-ordered token sets and moves the database to schema v6, so every schema-v5 fullmap is rejected and must be rebuilt (#171, #172, #174, #175, #176). `build-fullmap --aria2c` is gone -- aria2c is used automatically whenever the `[aria2]` extra is installed (#178) -- and `--taxon-allowlist` is gone because the built-in top-100 experimental-taxon allowlist now applies to every build, guarding both reuse paths by `META.taxon_allowlist` identity (#153). Logging now requires the `[log]` extra and is fully disabled without it (#152). Features: `tablassert.net` is a new stdlib-only transient/permanent classification and retry seam shared by the agent and the BABEL downloader (#163, #164), with one bounded jittered retry layer across the inner agent, reflexion, and judge (#167) and machine-readable `error_code` values on skipped checkpoint records (#166). `build-kg` gained an automatic ephemeral shared-prefix TCode cache keyed by content-addressed XXH64 op digests (#155-#159, #161). The `--distill` corpus became schema-uniform v2 with a sibling `outcomes.ndjson`, a deterministic `RewardConfig`-tunable reward, and the new zero-dependency `tablassert distill-weigh` command (#180-#183). `CLASS_FIELD_OVERRIDES` grants the DAKP sparse qualifier stack on the pinned association classes (#188). Fixes: `distill-export` partitions its corpus by content and unions the schema across record files, so a mixed v1/v2 directory no longer CastErrors or silently stringifies a column (#184); BABEL retry warnings survive the loguru sink; PMC downloads are idempotent, atomic, and bounded-parallel (#165); reflexion and judge prompts are hard-bounded (#168). Changelog: - versioned the Unreleased section as 19.0.0 - 2026-09-15 - merged three duplicate `### Added` blocks into one - moved the two `BREAKING:` entries from `### Changed` into `### Breaking Changes` and added a `**Migration:**` note to all five - added PR links to all 17 entries, which carried none - added the missing entries: the distill v2 corpus/reward/distill-weigh stack (#180-#183), the distill-export schema-drift fix (#184), the TCode run-cache detail (#155-#161), and the README badge removal (#154) Docs: none needed here. Every shipped doc change landed with its own PR, and the docs source-of-truth gate passes against the bumped tree. Testing: - make check -> exit 0 - uv run ruff check . -> All checks passed! - uv run pyright -> 0 errors, 0 warnings, 0 informations - uv run pytest -> 1622 passed, 52 skipped - cargo test --manifest-path rust/Cargo.toml -> 156 passed, 0 failed - cargo clippy --all-targets -- -D warnings -> clean - uv lock --check -> resolved 169 packages, lock current - uv run mkdocs build --strict -> exit 0 - docs SSOT + CLI coverage after the changelog edit -> 204 passed
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Makes PMC article file downloads idempotent, atomic, and bounded-parallel, so reruns cost nothing for already-fetched files and a kill never leaves a torn file. Previously every file downloaded sequentially, single-attempt, on every rerun.
Download contract
.partsibling andos.replaceit into place on completion; the.partis removed even onKeyboardInterrupt, so no half-written file survives.fetch_pmc_articlefetches up tonet.DEFAULT_FETCH_CONCURRENCY(8) files concurrently via aThreadPoolExecutor, collecting results in submission order.concurrency < 1raisesValueErrorat the top offetch_pmc_article, before any network call (kept in_download_filestoo, as defense in depth).Design
fetch_pmc_article's docstring): 3 serial listing/metadata calls +ceil(N/8)waves, each paying ≤ 60 s of sleeps — ≤ 300 s at the observed N ≈ 15, about 6% of the 90-minute per-article budget; a healthy run pays zero added time.Testing
uv run pytest tests/test_agent_net.py -q --no-cov -n 0→12 passed in 1.28s: skip-without-request, torn-file re-download, atomic replace +.partcleanup, deterministic submission-order under reverse completion (threading events, no sleeps), in-flight bound via simultaneous-worker counters,concurrency < 1, first-failure propagation (two scenarios separated bymonkeypatch.undo())uv run pytest -q→1565 passed, 15 skipped; ruff/format/pyright clean; Tier-2 review passed all 11 criteria