Stop staging the 9.2 GB ChEMBL DB into every task workdir
GET_FINAL_METABOLITES_STATIC took chembl_db as a `path` input, so Nextflow copied the ~9.2 GB SQLite DB into each task's work directory. With ~29 concurrent tasks that is hundreds of GB of I/O, against a process that also declared only 1 GB of memory. Every task failed with exit 1 and retried ten times, producing 746 errors and an empty 1b_final_metabolites/ output. Pass the DB as a `val` path instead so tasks read it in place from the dreamdock-data PVC, and give the process parameterised growing memory.
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13
main.nf
13
main.nf
@@ -29,6 +29,14 @@ params.bt_max_retries = 10
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params.bt_fail_action = 'ignore' // 'terminate' or 'ignore'
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params.bt_max_forks = 0 // 0 = unlimited, set to N to limit concurrency
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// GET_FINAL_METABOLITES_STATIC — queries the ~9.2 GB ChEMBL SQLite DB on the PVC.
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// The DB is opened read-only/immutable and is NOT staged into the task workdir, so the
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// memory below covers rdkit + the biotransformer CSV, not the database itself.
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params.chembl_initial_memory = 4 // GB - starting memory
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params.chembl_growth_memory = 4 // GB - additional memory per retry attempt
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params.chembl_max_retries = 3
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params.chembl_fail_action = 'ignore' // 'terminate' or 'ignore' after retries exhausted
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//CONPLEX
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params.keep_enst = 'false' //'true' //'false' //to keep individual protein data created by conplex step
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params.conplex_initial_memory = 5 // GB - starting memory for conplex
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@@ -121,7 +129,10 @@ workflow {
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default:
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println("Invalid mode specified: ${params.mode}")
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}
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chembl_ch = Channel.fromPath(params.chembl_db).collect()
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// Pass the ChEMBL DB as a plain path string rather than a staged file: at ~9.2 GB,
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// staging it per task copied the DB into every work directory. The process reads it
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// read-only from the PVC mount instead.
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chembl_ch = Channel.value(params.chembl_db)
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// GET_FINAL_METABOLITES(HUMAN_TRANSFORMER.out) // TODO: LOCALIZE
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GET_FINAL_METABOLITES_STATIC(HUMAN_TRANSFORMER.out, chembl_ch)
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//CONPLEX
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