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Job request: 11795

Organisation:
ONS
Workspace:
covid_mental_health
ID:
745ufmgefnug7u2p
View repo View project.yaml

This page shows the technical details of what happened when the authorised researcher Simon Davy 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.

Jobs

  • Action:
    generate_wide_health
    Status:
    Status: Failed
    Job identifier:
    foj2dwj3acgunjqt
    Error:
    nonzero_exit: Job exited with error code 5: Something went wrong with the database, please contact tech support
  • Action:
    combine_wide_data
    Status:
    Status: Failed
    Job identifier:
    zlcltdrted6l2kcz
    Error:
    dependency_failed: Not starting as dependency failed
  • Action:
    transform_cis_wide_to_long
    Status:
    Status: Failed
    Job identifier:
    gzuiqxk4t3zv42wm
    Error:
    dependency_failed: Not starting as dependency failed

Pipeline

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

version: '3.0'

expectations:
  population_size: 1000

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_wide_non_health:
        run: cohortextractor:latest generate_cohort --study-definition study_definition_non_health --with-end-date-fix
        needs: [combine_codelists]
        outputs:
            highly_sensitive:
                cohort: output/input_non_health.csv
    
    generate_wide_health:
        run: cohortextractor:latest generate_cohort --study-definition study_definition_health --with-end-date-fix
        needs: [combine_codelists]
        outputs:
            highly_sensitive:
                cohort: output/input_health.csv
                
    combine_wide_data:
        run: r:latest analysis/combine_wide_data.R
        needs: [generate_wide_non_health, generate_wide_health]
        outputs:
            highly_sensitive:
                cohort: output/input_cis_wide.csv
        
    transform_cis_wide_to_long:
        run: r:latest analysis/cis_wide_to_long.R
        needs: [combine_wide_data]
        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:
                incidence: output/incidence_group.csv
                prevalence: output/prevalence_group.csv
                exacerbated: output/exacerbated_group.csv
    
    adjust_matched_groups:
        run: r:latest analysis/adjust_groups.R
        needs: [perform_matching]
        outputs:
            highly_sensitive:
                incidence: output/adjusted_incidence_group.csv
                prevalence: output/adjusted_prevalence_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
    
    cumulative_incidence:
        run: r:latest analysis/cumulative_incidence_curves.R
        needs: [adjust_matched_groups]
        outputs:
            highly_sensitive:
                inc_t: output/incidence_t.csv
                prev_t: output/prevalence_t.csv
            moderately_sensitive:
                inc_surv: output/incidence_surv.jpg
                prev_surv: output/prevalence_surv.jpg

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime: 20:35:15

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

Job request

Status
Failed
Backend
TPP
Workspace
covid_mental_health
Requested by
Simon Davy
Branch
main
Force run dependencies
No
Git commit hash
ece129a
Requested actions
  • generate_wide_health
  • combine_wide_data
  • transform_cis_wide_to_long

Code comparison

Compare the code used in this job request