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Job request: 5500

Organisation:
University of Bristol
Workspace:
post-covid-vaccinated
ID:
qp5wms47rk4cau3o
View repo View project.yaml

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

By cross-referencing the list of jobs with the pipeline section below, you can infer what security level various outputs were written to. Researchers can never directly view outputs marked as highly_sensitive ; they can only request that code runs against them. Outputs marked as moderately_sensitive can be viewed by an approved researcher by logging into a highly secure environment. Only outputs marked as moderately_sensitive can be requested for release to the public, via a controlled output review service.

Jobs

Pipeline

Show project.yaml 
version: '3.0'

expectations:

  population_size: 500000

actions:
  active_analyses:
    run: r:latest analysis/active_analyses.R
    outputs:
      highly_sensitive:
        active_analyses: output/active_analyses.rds

  vax_eligibility_inputs:
    run: r:latest analysis/vax_eligibility_inputs.R
    outputs:
      highly_sensitive:
        vax_study_dates_json: output/vax_study_dates.json
        vax_jcvi_groups: output/vax_jcvi_groups.csv
        vax_eligible_dates: output/vax_eligible_dates.csv

  generate_study_population_electively_unvaccinated:
    run: cohortextractor:latest generate_cohort --study-definition study_definition_electively_unvaccinated --output-format feather
    needs: [vax_eligibility_inputs] 
    outputs:
      highly_sensitive:
        cohort: output/input_electively_unvaccinated.feather

  generate_study_population_vaccinated:
    run: cohortextractor:latest generate_cohort --study-definition study_definition_vaccinated --output-format feather
    outputs:
      highly_sensitive:
        cohort: output/input_vaccinated.feather

  generate_study_population_index:
    run: cohortextractor:latest generate_cohort --study-definition study_definition_index --output-format feather
    outputs:
      highly_sensitive:
        cohort: output/input_index.feather

  preprocess_data:
    run: r:latest analysis/preprocess_data.R
    needs: [generate_study_population_index, generate_study_population_vaccinated, generate_study_population_electively_unvaccinated]
    outputs:
      moderately_sensitive:
        describe: output/describe_*.txt
      highly_sensitive:
        cohort: output/input_*.rds
        venn: output/venn_*.rds

  stage1_data_cleaning_both:
    run: r:latest analysis/Stage1_data_cleaning.R both
    needs: [preprocess_data]
    outputs:
      moderately_sensitive:
        refactoring: output/meta_data_factors_*.csv
        QA_rules: output/QA_summary_*.csv
        IE_criteria: output/Cohort_flow_*.csv
      highly_sensitive:
        cohort: output/input_*_stage1.rds

  stage2_missing_table1_both:
    run: r:latest analysis/Stage2_missing_table1.R both
    needs: [stage1_data_cleaning_both]
    outputs:
      moderately_sensitive:
        Missing_RangeChecks: output/Check_missing_range_*.csv
        DateChecks: output/Check_dates_range_*.csv
        Descriptive_Table: output/Table1_*.csv

Timeline

  • Created:

  • Finished:

  • Runtime:

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

Job information

Status
Failed
Backend
TPP
Workspace
post-covid-vaccinated
Requested by
Rochelle Knight
Branch
main
Force run dependencies
No
Git commit hash
68df015
Requested actions
  • active_analyses
  • vax_eligibility_inputs
  • generate_study_population_electively_unvaccinated

Code comparison

Compare the code used in this Job Request