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Job request: 22010

Organisation:
The London School of Hygiene & Tropical Medicine
Workspace:
covid_risk_immunocompromised
ID:
6ve6cvqk3mq5ac5i
View repo View project.yaml

This page shows the technical details of what happened when the authorised researcher Ed Parker 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: 10000

actions:

  # Extract data
  generate_study_population_wave4:
    run: >
      cohortextractor:latest generate_cohort
        --study-definition study_definition_wave4
        --skip-existing
        --output-format=csv.gz
    outputs:
      highly_sensitive:
        cohort: output/input_wave4.csv.gz

  # Process data
  process_data_wave4:
    run: r:latest analysis/data_process.R wave4
    needs: [generate_study_population_wave4]
    outputs:
      highly_sensitive:
        rds: output/processed/input_wave4.rds
        
  # Skim data
  skim_data_wave4:
    run: r:latest analysis/data_skim.R output/processed/input_wave4.rds output/data_properties
    needs: [process_data_wave4]
    outputs:
      moderately_sensitive:
        txt1: output/data_properties/input_wave4_skim.txt
        txt2: output/data_properties/input_wave4_coltypes.txt
        txt3: output/data_properties/input_wave4_tabulate.txt
        
  # Filter data
  filter_data_wave4:
    run: r:latest analysis/data_selection.R wave4
    needs: [process_data_wave4]
    outputs:
      highly_sensitive:
        rds: output/filtered/input_wave4.rds
      moderately_sensitive:
        csv: output/flowchart/flowchart_wave4.csv

  # Table 1
  table_1_wave4:
    run: r:latest analysis/table_1.R wave4
    needs: [filter_data_wave4]
    outputs:
      highly_sensitive:
        data: output/table_1/table_1_wave4.rds
      moderately_sensitive:
        table: output/table_1/table_1_wave4.html

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime: 00:03:51

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

Job information

Status
Succeeded
Backend
TPP
Workspace
covid_risk_immunocompromised
Requested by
Ed Parker
Branch
main
Force run dependencies
No
Git commit hash
5fe16dd
Requested actions
  • process_data_wave4
  • skim_data_wave4
  • filter_data_wave4
  • table_1_wave4

Code comparison

Compare the code used in this Job Request