Skip to content

Job request: 5467

Organisation:
Bennett Institute
Workspace:
blood-pressure-qof
ID:
fylzfh5ao4zqe3ta
View repo View project.yaml

This page shows the technical details of what happened when the authorised researcher Milan Wiedemann 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 
version: '3.0'

expectations:
  population_size: 10000

actions:

  generate_study_population:
    run: cohortextractor:latest generate_cohort --study-definition study_definition --index-date-range "2019-09-01 to 2022-03-31 by month" --output-dir=output
    outputs:
      highly_sensitive:
        cohort: output/input_*.csv

  generate_study_population_ethnicity:
    run: cohortextractor:latest generate_cohort --study-definition study_definition_ethnicity --output-dir=output
    outputs:
      highly_sensitive:
        cohort: output/input_ethnicity.csv

  join_ethnicity:
    run: python:latest python analysis/join_ethnicity.py
    needs: [generate_study_population, generate_study_population_ethnicity]
    outputs:
      highly_sensitive:
        cohort: output/input*.csv

  generate_study_population_practice_count:
    run: cohortextractor:latest generate_cohort --study-definition study_definition_practice_count --index-date-range "2019-09-01 to 2022-03-31 by month" --output-dir=output
    outputs:
      highly_sensitive:
        cohort: output/input_practice_count_*.csv

  generate_measures:
      run: cohortextractor:latest generate_measures --study-definition study_definition --output-dir=output
      needs: [join_ethnicity]
      outputs:
        moderately_sensitive:
          measure_csv: output/measure_*_rate.csv
  
  calculate_rates:
      run: python:latest python analysis/rate_calculations.py
      needs: [generate_measures]
      outputs:
        moderately_sensitive:
          tables: output/rate_table_*.csv
          child_code_table: output/child_code_table.csv
          plots: output/plot_*.png
          decile_chart: output/decile_chart.png
  
  generate_notebook:
    run: jupyter:latest jupyter nbconvert /workspace/analysis/qof_notebook.ipynb --execute --to html --output-dir=/workspace/output --ExecutePreprocessor.timeout=86400 --no-input
    needs: [calculate_rates, generate_study_population_practice_count]
    outputs:
      moderately_sensitive:
        notebook: output/qof_notebook.html

  run_tests:
    run: python:latest python -m pytest --junit-xml=output/pytest.xml --verbose
    outputs:
      moderately_sensitive:
        log: output/pytest.xml

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime: 00:04:44

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

Job request

Status
Succeeded
Backend
TPP
Workspace
blood-pressure-qof
Requested by
Milan Wiedemann
Branch
master
Force run dependencies
No
Git commit hash
ae436b8
Requested actions
  • calculate_rates
  • generate_notebook

Code comparison

Compare the code used in this job request