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Fix bugs - #117

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tonyliang19 merged 4 commits into
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fix-bugs
Sep 29, 2026
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tonyliang19 merged 4 commits into
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fix-bugs

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Copilot AI balanced review requested due to automatic review settings September 29, 2026 14:21
@tonyliang19
tonyliang19 merged commit 3c5cca7 into dev Sep 29, 2026

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Copilot review overview

🟡 Changes recommended

The centralized remote image references are incompatible with the documented offline Sockeye workflow and its preloaded named SIF files.

Review effort: Balanced
Findings: 1 High severity

Open (1)
What changed in this PR

Centralizes process container selection in nextflow.config, replacing project-path-based container logic with reusable labels.

Changes:

  • Adds label-to-container mappings for each pipeline method.
  • Updates processes to use container labels.
  • Reorders Docker runtime options.
File Description
nextflow.config Adds centralized container mappings and adjusts Docker options.
modules/​split_train_test/​main.nf Uses the generic container label.
modules/​sklearn/​train/​main.nf Uses the sklearn label.
modules/​sklearn/​select_feature/​main.nf Uses the sklearn label.
modules/​sklearn/​preprocess/​main.nf Uses the sklearn label.
modules/​sklearn/​predict/​main.nf Uses the sklearn label.
modules/​rgcca/​train/​main.nf Uses the rgcca label.
modules/​rgcca/​select_feature/​main.nf Uses the rgcca label.
modules/​rgcca/​preprocess/​main.nf Uses the rgcca label.
modules/​rgcca/​predict/​main.nf Uses the rgcca label.
modules/​prepare_data/​uncompress_record/​main.nf Uses the generic label.
modules/​prepare_data/​prepare_mu_data/​main.nf Uses the generic label.
modules/​prepare_data/​prepare_mae_data/​main.nf Uses the generic label.
modules/​prepare_data/​parse_metadata/​main.nf Uses the generic label.
modules/​mogonet/​train/​main.nf Uses the mogonet label.
modules/​mogonet/​select_feature/​main.nf Uses the mogonet label.
modules/​mogonet/​preprocess/​main.nf Uses the mogonet label.
modules/​mogonet/​predict/​main.nf Uses the mogonet label.
modules/​mofa/​train/​main.nf Uses the mofa label.
modules/​mofa/​select_feature/​main.nf Uses the mofa label.
modules/​mofa/​preprocess/​main.nf Uses the mofa label.
modules/​mofa/​predict/​main.nf Uses the mofa label.
modules/​merge_selected_features/​main.nf Uses the codia label.
modules/​merge_result_table/​main.nf Uses the codia label.
modules/​local/​samplesheet_check/​main.nf Uses the mogonet label.
modules/​integrao/​train/​main.nf Uses the integrao label.
modules/​integrao/​select_feature/​main.nf Uses the integrao label.
modules/​integrao/​preprocess/​main.nf Uses the integrao label.
modules/​integrao/​predict/​main.nf Uses the integrao label.
modules/​diablo/​train/​main.nf Uses the codia label.
modules/​diablo/​select_feature/​main.nf Uses the codia label.
modules/​diablo/​preprocess/​main.nf Uses the codia label.
modules/​diablo/​predict/​main.nf Uses the codia label.
modules/​diablo/​downstream/​main.nf Uses the codia label.
modules/​cooperative_learning/​train/​main.nf Uses the codia label.
modules/​cooperative_learning/​select_feature/​main.nf Uses the codia label.
modules/​cooperative_learning/​preprocess/​main.nf Uses the codia label.
modules/​cooperative_learning/​predict/​main.nf Uses the codia label.
modules/​caret_multimodal/​train/​main.nf Uses the caret multimodal label.
modules/​caret_multimodal/​select_feature/​main.nf Uses the caret multimodal label.
modules/​caret_multimodal/​preprocess/​main.nf Uses the caret multimodal label.
modules/​caret_multimodal/​predict/​main.nf Uses the caret multimodal label.
modules/​calculate_metrics/​main.nf Uses the mogonet label.

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Comment thread nextflow.config
Comment on lines +240 to +244
withLabel: caret_multimodal { container = 'tonyliang19/caret_multimodal:latest' }
withLabel: generic { container = 'tonyliang19/save_simulate:latest' }
withLabel: mogonet { container = 'tonyliang19/mogonet:latest' }
withLabel: mofa { container = 'tonyliang19/mofa:latest' }
withLabel: rgcca { container = 'tonyliang19/rgcca:latest' }
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2 participants