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feat(differential): add reproducible glmGamPoi dispersion-trend fits - #181
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🤖 Completed: Fix CodeRabbit issues in PR #181 — View commit |
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…, and configuration defaults
…lmGamPoi configuration and availability
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Review comments at @.github/workflows/ci.yml:
- Around line 60-64: Add install.jl to the gate code-relevance patterns
alongside install.sh so changes to install.jl trigger the Julia suite and proof
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.github/workflows/ci.ymlR/_renv_dependencies.Rfrontend/src/components/PipelineStages.test.tsfrontend/src/components/PipelineStages.tsxscripts/check-occupancy.shscripts/install-ci-julia.shscripts/process-ci-coverage.jlsrc/analysis/differential.jlsrc/server/routes/analysis.jlsrc/server/routes/config.jltest/integration/test_server.jltest/unit/test_differential.jltest/unit/test_install_pins.jl
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Files:
frontend/src/components/PipelineStages.test.tsfrontend/src/components/PipelineStages.tsxsrc/server/routes/analysis.jlsrc/server/routes/config.jl
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.github/workflows/ci.yml
[error] 55-55: shellcheck reported issue in this script: SC2254:warning:27:7: Quote expansions in case patterns to match literally rather than as a glob
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[error] 120-120: shellcheck reported issue in this script: SC2254:warning:25:7: Quote expansions in case patterns to match literally rather than as a glob
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[error] 400-400: shellcheck reported issue in this script: SC2012:info:13:14: Use find instead of ls to better handle non-alphanumeric filenames
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scripts/check-occupancy.sh
[failure] 23-23: Use '[[' instead of '[' for conditional tests. The '[[' construct is safer and more feature-rich.
[failure] 22-22: Use '[[' instead of '[' for conditional tests. The '[[' construct is safer and more feature-rich.
scripts/install-ci-julia.sh
[warning] 9-9: Assign this positional parameter to a local variable.
🔇 Additional comments: 22
src/analysis/differential.jl: 3
25-36: LGTM!Also applies to: 51-51, 62-105, 147-165
294-324: LGTM!Also applies to: 344-395, 405-405, 417-433
448-505: LGTM!Also applies to: 746-749, 772-776, 814-815, 826-836
frontend/src/components/PipelineStages.tsx: 1
155-155: LGTM!Also applies to: 256-256
src/server/routes/config.jl: 5
111-111: LGTM!Also applies to: 134-138, 186-204
206-300: LGTM!
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369-370: LGTM!Also applies to: 377-378, 633-634, 642-643, 717-718, 730-731, 765-766, 778-779
328-334: 🎯 Functional CorrectnessThe repository contains only the definition of
_write_overrideatsrc/server/routes/config.jl:328; it has no caller. The proposed invalid differential configuration path is therefore not reachable through this helper.test/unit/test_differential.jl: 4
13-14: LGTM!Also applies to: 33-34, 178-185, 225-227
266-310: LGTM!Also applies to: 312-344
449-455: LGTM!Also applies to: 457-482, 484-543, 545-600, 602-647
1015-1069: LGTM!test/integration/test_server.jl: 1
68-83: LGTM!frontend/src/components/PipelineStages.test.ts: 1
1-9: LGTM!src/server/routes/analysis.jl: 1
1198-1201: LGTM!Also applies to: 1206-1210, 1289-1289
.github/workflows/ci.yml: 1
19-59: LGTM!Also applies to: 65-150, 175-176, 195-204, 292-292, 386-386, 393-393, 401-401, 430-436, 457-458, 491-493, 503-526
test/unit/test_install_pins.jl: 1
190-196: LGTM!Also applies to: 251-319
scripts/install-ci-julia.sh: 1
1-31: LGTM!R/_renv_dependencies.R: 1
9-9: LGTM!scripts/process-ci-coverage.jl: 1
1-7: LGTM!scripts/check-occupancy.sh: 1
20-25: LGTM!
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🤖 Completed: Fix pre-merge checks in PR #181 — View commit |
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Adds optional
dispersion: glmGamPoifor negative-binomial differential abundance. It fits the shared dispersion trend across tested taxa, then fits MASS NB GLMs with fixed scale 1. ML remains the default. This is plug-in NB Wald inference: it does not implement glmGamPoi’s quasi-likelihood test or propagate trend-estimation uncertainty. Zero dispersion withholds NB inference for that taxon; invalid trends affect their own taxa. Missing glmGamPoi returns HTTP 503.Configuration PATCHes save canonical dispersion values and publish one complete YAML document. PATCH and DELETE validate the prospective edited configuration and affected descendant cascades under the same lock before publication. Invalid combinations return HTTP 400 with the affected descendant identified and leave files unchanged. Runs without override files retain inheritance. The frontend enum matches the saved values.
The R environment adds twelve dependency records, including glmGamPoi 1.22.0, for R 4.5.0 / Bioconductor 3.22; existing package versions are retained. Dependency discovery and both CI verification lists include glmGamPoi. Repository-maintained Julia installation/coverage steps satisfy the Actions policy, and restored relevance/occupancy jobs provide all six required branch checks. Julia’s archive URL/version/checksum come from the committed pins. CoverageTools is pinned to registered release 1.4.2. The redundant documentation child #185 is closed after its command-line rebase left no unique changes.
Validation:
CI_SKIP_TAXONOMY=1).Reproduce the complete registered differential and pin tests with
julia --project=. -t 2 test/runtests.jl test_differential.jl test_install_pins.jlafter restoringrenv.lock; full CI runsjulia --project=. -t 2 --code-coverage=user --compiled-modules=no test/runtests.jl --integration --server.