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Job request: 20503

Organisation:
Bennett Institute
Workspace:
isaric-main
ID:
r5mz3wdq2rihofbw
View repo View project.yaml

This page shows the technical details of what happened when the authorised researcher Millie Green 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

Pipeline

Show project.yaml 
################################################################################
#
# Description: This script defines the project pipeline - it specifys the
#              execution orders for all the code in this repo using a series of
#              actions.
#
# Author(s): M Green
# Date last updated: 07/08/2023
#
################################################################################

version: '3.0'

expectations:
  population_size: 1000

actions:

  # Extract isaric data (ehrQL) ----
  extract_first_isaric_admission:
    run: >
      ehrql:v0 generate-dataset analysis/dataset_definition_isaric.py
      --output 'output/admissions/isaric_admission1.csv.gz'
    outputs:
      highly_sensitive:
        csv: output/admissions/isaric_admission1.csv.gz


  # Extract sus data (ehrQL)----
  extract_first_sus_admission_methodA_ehrQL:
    run: >
      ehrql:v0
        generate-dataset analysis/dataset_definition_sus.py
        --output output/admissions/sus_methodA_admission1_ehrQL.csv.gz
        --
        --admission_method A
    outputs:
      highly_sensitive:
        cohort: output/admissions/sus_methodA_admission1_ehrQL.csv.gz

  extract_first_sus_admission_methodB_ehrQL:
    run: >
      ehrql:v0
        generate-dataset analysis/dataset_definition_sus.py
        --output output/admissions/sus_methodB_admission1_ehrQL.csv.gz
        --
        --admission_method B
    outputs:
      highly_sensitive:
        cohort: output/admissions/sus_methodB_admission1_ehrQL.csv.gz

  extract_first_sus_admission_methodC_ehrQL:
    run: >
      ehrql:v0
        generate-dataset analysis/dataset_definition_sus.py
        --output output/admissions/sus_methodC_admission1_ehrQL.csv.gz
        --
        --admission_method C
    outputs:
      highly_sensitive:
        cohort: output/admissions/sus_methodC_admission1_ehrQL.csv.gz


  # Extract sus data (cohortextractor)----
  extract_sus_methodA_admission1_cohortextractor:
    run: >
      cohortextractor:latest generate_cohort
      --study-definition study_definition_sus
      --output-file output/admissions/sus_methodA_admission1_cohortextractor.csv.gz
      --param admission_number=1
      --param admission_method=A
    outputs:
      highly_sensitive:
        csv: output/admissions/sus_methodA_admission1_cohortextractor.csv.gz

  extract_sus_methodB_admission1_cohortextractor:
    run: >
      cohortextractor:latest generate_cohort
      --study-definition study_definition_sus
      --output-file output/admissions/sus_methodB_admission1_cohortextractor.csv.gz
      --param admission_number=1
      --param admission_method=B
    outputs:
      highly_sensitive:
        csv: output/admissions/sus_methodB_admission1_cohortextractor.csv.gz

  extract_sus_methodC_admission1_cohortextractor:
    run: >
      cohortextractor:latest generate_cohort
      --study-definition study_definition_sus
      --output-file output/admissions/sus_methodC_admission1_cohortextractor.csv.gz
      --param admission_number=1
      --param admission_method=C
    outputs:
      highly_sensitive:
        csv: output/admissions/sus_methodC_admission1_cohortextractor.csv.gz


  # Data properties ----
  data_properties:
    run: >
      r:latest
        analysis/rcode/descriptive/data_properties.R
        output/admissions/isaric_admission1.csv.gz
        output/admissions/sus_methodA_admission1_cohortextractor.csv.gz
        output/admissions/sus_methodA_admission1_ehrQL.csv.gz
        output/data_properties
    needs: [extract_first_isaric_admission, extract_sus_methodA_admission1_cohortextractor, extract_first_sus_admission_methodA_ehrQL]
    outputs:
      moderately_sensitive:
        txt1: output/data_properties/*.txt


  # ehrQL vs cohortextractor ----
  ehrQL_vs_cohortextractor_comparison:
    run: >
      r:latest
        analysis/rcode/translation/ehrQL_vs_cohortextractor_comparison.R
    needs: [extract_first_sus_admission_methodA_ehrQL, extract_first_sus_admission_methodB_ehrQL, extract_first_sus_admission_methodC_ehrQL, extract_sus_methodA_admission1_cohortextractor, extract_sus_methodB_admission1_cohortextractor, extract_sus_methodC_admission1_cohortextractor]
    outputs:
      moderately_sensitive:
        csv: output/translation/ehrQL_vs_cohortextractor_comparison.csv


  # Data processing ----
  data_process:
    run: >
      r:latest
        analysis/rcode/process/process_data.R
    needs: [extract_first_isaric_admission, extract_first_sus_admission_methodA_ehrQL, extract_first_sus_admission_methodB_ehrQL, extract_first_sus_admission_methodC_ehrQL]
    outputs:
      highly_sensitive:
        rds: output/admissions/processed_*.rds

  # Preliminary report ----
  validation_report:
    run: r:latest -e 'rmarkdown::render("analysis/rcode/validation/validation_report.Rmd", knit_root_dir = "/workspace", output_dir="/workspace/output/reports")'
    needs: [data_process]
    outputs:
      moderately_sensitive:
        html: output/reports/validation_report.html

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime: 03:00:34

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

Job request

Status
Succeeded
Backend
TPP
Workspace
isaric-main
Requested by
Millie Green
Branch
main
Force run dependencies
No
Git commit hash
2ccb628
Requested actions
  • extract_first_isaric_admission
  • extract_first_sus_admission_methodA_ehrQL
  • extract_first_sus_admission_methodB_ehrQL
  • extract_first_sus_admission_methodC_ehrQL
  • data_properties
  • data_process
  • validation_report

Code comparison

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