Skip to content

Job request: 4836

Organisation:
Bennett Institute
Workspace:
mechanical-valve-anticoag
ID:
drji2cvzikyctrsu

This page shows the technical details of what happened when the authorised researcher Louis Fisher 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: 15000

actions:
  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

  generate_study_population:
    run: cohortextractor:latest generate_cohort --study-definition study_definition --index-date-range "2019-01-01 to 2021-12-01 by month" --output-dir=output --skip-existing
    outputs:
      highly_sensitive:
        cohort: output/input*.csv

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

  patient_count:
    run: python:latest python analysis/get_patient_count.py
    needs: [join_ethnicity]
    outputs:
      moderately_sensitive:
        csv: output/patient_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

  generate_notebook:
    run: jupyter:latest jupyter nbconvert /workspace/analysis/notebook.ipynb --execute --to html --output-dir=/workspace/output --ExecutePreprocessor.timeout=86400 --no-input
    needs: [join_ethnicity, generate_measures]
    outputs:
      moderately_sensitive:
        notebook: output/notebook.html
        figures: output/measure_*.jpeg
        total_csv: output/doac_rate_total.csv
        csvs: output/current_doac_*.csv

  recent_data:
    run: python:latest python analysis/recent_data.py
    needs: [generate_notebook]
    outputs:
      moderately_sensitive:
        csv: output/doac_rate_total_recent.csv

  # # to be run locally
  combine:
    run: python:latest python analysis/combined_analysis.py
    outputs:
      moderately_sensitive:
        measure_csv: released_outputs/combined_rate.csv
        count: released_outputs/count.jpeg
        count_with_mean: released_outputs/count_with_mean.jpeg
        rate: released_outputs/rate.jpeg

  # # to be run locally
  generate_report_notebook:
    run: jupyter:latest jupyter nbconvert /workspace/analysis/report_notebook.ipynb --execute --to html --output-dir=/workspace/released_outputs --ExecutePreprocessor.timeout=86400 --no-input
    needs: [combine]
    outputs:
      moderately_sensitive:
        notebook: released_outputs/report_notebook.html

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime: 02:28:58

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

Job information

Status
Succeeded
Backend
TPP
Requested by
Louis Fisher
Branch
master
Force run dependencies
No
Git commit hash
5cdf6cd
Requested actions
  • generate_study_population_ethnicity
  • generate_study_population
  • join_ethnicity
  • patient_count
  • generate_measures
  • generate_notebook

Code comparison

Compare the code used in this Job Request