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Job request: 10873

Organisation:
ONS
Workspace:
covid_mental_health
ID:
7jg4vajuieusq6hd
View repo View project.yaml

This page shows the technical details of what happened when the authorised researcher Luke Lorenzi requested one or more actions to be run against real patient data within a secure environment.

By cross-referencing the list of jobs with the pipeline section below, you can infer what security level the outputs were written to.

The output security levels are:

  • highly_sensitive
    • Researchers can never directly view these outputs
    • Researchers can only request code is run against them
  • moderately_sensitive
    • Can be viewed by an approved researcher by logging into a highly secure environment
    • These are the only outputs that can be requested for public release via a controlled output review service.

Pipeline

Show project.yaml 
# describes how each step in your analysis should be run

version: '3.0'

expectations:
  population_size: 500

actions:

    combine_codelists:
        run: r:latest analysis/combine_codelists.R
        outputs:
            highly_sensitive:
                cmd: 'codelists/ons-cmd-codes.csv'
                smi: 'codelists/ons-smi-codes.csv'
                self_harm : 'codelists/ons-self-harm-codes.csv'
                
    generate_cis_visit_level:
        run: cohortextractor:latest generate_cohort --study-definition study_definition_cis_wide
        needs : [combine_codelists]
        outputs:
            highly_sensitive:
                cohort: output/input_cis_wide.csv
    
    transform_cis_wide_to_long:
        run: r:latest analysis/cis_wide_to_long.R
        needs: [generate_cis_visit_level]
        outputs:
            highly_sensitive:
                cohort: output/input_cis_long.csv
    
    reconcile_snomed_ctv3:
        run: r:latest analysis/reconcile_snomed_ctv3.R
        needs: [transform_cis_wide_to_long]
        outputs:
            highly_sensitive:
                cohort: output/input_reconciled.csv
    
    derive_exposed:
        run: r:latest analysis/exposed_population.R
        needs: [reconcile_snomed_ctv3]
        outputs:
            highly_sensitive:
                cohort: output/cis_exposed.csv
    
    derive_controls:
        run: r:latest analysis/control_population.R
        needs: [reconcile_snomed_ctv3]
        outputs:
            highly_sensitive:
                cohort: output/cis_control.csv
                
    perform_matching:
        run: r:latest analysis/create_controls.R
        needs: [derive_exposed, derive_controls]
        outputs:
            highly_sensitive:
                cohort: output/matched_groups.csv
    
    adjust_matched_groups:
        run: r:latest analysis/adjust_groups.R
        needs: [perform_matching]
        outputs:
            highly_sensitive:
                incidence: output/incidence_group.csv
                prevalence: output/prevalence_group.csv
                exacerbated: output/exacerbated_group.csv
    
    descriptive_stats:
        run: r:latest analysis/descriptive_statistics.R
        needs: [adjust_matched_groups]
        outputs:
            moderately_sensitive:
                incidence_cat_stats: output/incidence_cat_stats.csv
                incidence_con_stats: output/incidence_con_stats.csv
                prevalence_cat_stats: output/prevalence_cat_stats.csv
                prevalence_con_stats: output/prevalence_con_stats.csv
                exacerbated_cat_stats: output/exacerbated_cat_stats.csv
                exacerbated_con_stats: output/exacerbated_con_stats.csv

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime:

These timestamps are generated and stored using the UTC timezone on the TPP backend.

Job request

Status
Failed 
JobRequestError: transform_cis_wide_to_long failed on a previous run and must be re-run
Backend
TPP
Workspace
covid_mental_health
Requested by
Luke Lorenzi
Branch
main
Force run dependencies
No
Git commit hash
1a601f3
Requested actions
  • combine_codelists
  • run_all

Code comparison

Compare the code used in this job request