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Job request: 15795

Organisation:
Bennett Institute
Workspace:
opensafely-internal-interactive
ID:
ru5exwnm4pg4fftl

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

By cross-referencing the indicated Requested Actions with the Pipeline section below, you can infer what security level various outputs were written to. Outputs marked as highly_sensitive can never be viewed directly by a researcher; 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: 1000

actions:

  generate_study_population_ethnicity_01GT21DWRN3DYXKNSQZ4B1MR86:
    run: cohortextractor:latest generate_cohort
      --study-definition study_definition_ethnicity 
      --param end_date="2023-02-15"
      --output-dir output/01GT21DWRN3DYXKNSQZ4B1MR86 --output-format=csv.gz
    outputs:
      highly_sensitive:
        cohort: output/01GT21DWRN3DYXKNSQZ4B1MR86/input_ethnicity.csv.gz


  generate_study_population_01GT21DWRN3DYXKNSQZ4B1MR86:
    run: cohortextractor:latest generate_cohort
      --study-definition study_definition
      --param codelist_1_path="codelists/codelist_1.csv"
      --param codelist_1_system="dmd"
      --param codelist_2_path="codelists/codelist_2.csv"
      --param codelist_2_system="dmd"
      --param codelist_1_frequency="monthly"
      --param time_value="5"
      --param time_scale="years"
      --param time_event="before"
      --param codelist_2_comparison_date="event_1_date"
      --param operator="AND"
      --param population="all"
      --param breakdowns="sex,age"
      --index-date-range="2019-09-01 to 2023-02-15 by month"
      --output-dir=output/01GT21DWRN3DYXKNSQZ4B1MR86
      --output-format=csv.gz
    outputs:
      highly_sensitive:
        cohort: output/01GT21DWRN3DYXKNSQZ4B1MR86/input_*.csv.gz

  join_cohorts_01GT21DWRN3DYXKNSQZ4B1MR86:
    run: >
      cohort-joiner:v0.0.38
        --lhs output/01GT21DWRN3DYXKNSQZ4B1MR86/input_20*.csv.gz
        --rhs output/01GT21DWRN3DYXKNSQZ4B1MR86/input_ethnicity.csv.gz
        --output-dir output/01GT21DWRN3DYXKNSQZ4B1MR86/joined
    needs: [generate_study_population_01GT21DWRN3DYXKNSQZ4B1MR86, generate_study_population_ethnicity_01GT21DWRN3DYXKNSQZ4B1MR86]
    outputs:
      highly_sensitive:
        cohort: output/01GT21DWRN3DYXKNSQZ4B1MR86/joined/input_20*.csv.gz

  generate_measures_01GT21DWRN3DYXKNSQZ4B1MR86:
    run: >
      python:latest python analysis/measures.py
        --breakdowns="sex,age"
        --input_dir="output/01GT21DWRN3DYXKNSQZ4B1MR86/joined"
        --measure="med_review"

    needs: [join_cohorts_01GT21DWRN3DYXKNSQZ4B1MR86]
    outputs:
      moderately_sensitive:
        measure: output/01GT21DWRN3DYXKNSQZ4B1MR86/joined/measure*rate.csv
        decile_measure: output/01GT21DWRN3DYXKNSQZ4B1MR86/joined/measure*rate_deciles.csv

  top_5_table_01GT21DWRN3DYXKNSQZ4B1MR86:
    run: >
      python:latest python analysis/top_5.py
      --codelist-1-path="codelists/codelist_1.csv"
      --codelist-2-path="codelists/codelist_2.csv"
      --output-dir="output/01GT21DWRN3DYXKNSQZ4B1MR86"
    needs: [generate_measures_01GT21DWRN3DYXKNSQZ4B1MR86]
    outputs:
      moderately_sensitive:
        tables: output/01GT21DWRN3DYXKNSQZ4B1MR86/joined/top_5*.csv

  deciles_chart_01GT21DWRN3DYXKNSQZ4B1MR86:
    run: >
      deciles-charts:v0.0.33
        --input-files output/01GT21DWRN3DYXKNSQZ4B1MR86/joined/measure_practice_rate_deciles.csv
        --output-dir output/01GT21DWRN3DYXKNSQZ4B1MR86/joined
    config:
      show_outer_percentiles: true
      tables:
        output: true
      charts:
        output: true
    needs: [generate_measures_01GT21DWRN3DYXKNSQZ4B1MR86]
    outputs:
      moderately_sensitive:
        deciles_charts: output/01GT21DWRN3DYXKNSQZ4B1MR86/joined/deciles_*.*

  plot_measure_01GT21DWRN3DYXKNSQZ4B1MR86:
    run: >
      python:latest python analysis/plot_measures.py
        --breakdowns="sex,age"
        --output-dir output/01GT21DWRN3DYXKNSQZ4B1MR86
    needs: [generate_measures_01GT21DWRN3DYXKNSQZ4B1MR86]
    outputs:
      moderately_sensitive:
        measure: output/01GT21DWRN3DYXKNSQZ4B1MR86/plot_measure*.png

  event_counts_01GT21DWRN3DYXKNSQZ4B1MR86:
    run: >
      python:latest python analysis/event_counts.py --input_dir="output/01GT21DWRN3DYXKNSQZ4B1MR86/joined" --output_dir="output/01GT21DWRN3DYXKNSQZ4B1MR86"
    needs: [join_cohorts_01GT21DWRN3DYXKNSQZ4B1MR86]
    outputs:
      moderately_sensitive:
        measure: output/01GT21DWRN3DYXKNSQZ4B1MR86/event_counts.json

  create_notebook_01GT21DWRN3DYXKNSQZ4B1MR86:
    run: >
      python:latest python analysis/create_notebook.py
      --output-dir "output/01GT21DWRN3DYXKNSQZ4B1MR86"
      --codelist-1-description="None"
      --codelist-2-description="None"
      --codelist-1-link="https://codelists.opensafely.org/codelist/ardens/annual-review/2020-10-20"
      --codelist-2-link="https://codelists.opensafely.org/codelist/opensafely/dmards/2020-06-23"
      --report-title="Medication Review Report"
      --measure-description="Medication Review"
      --population="all"
      --breakdowns="sex,age"
    outputs:
      moderately_sensitive:
        notebook: output/01GT21DWRN3DYXKNSQZ4B1MR86/report.ipynb

  generate_notebook_01GT21DWRN3DYXKNSQZ4B1MR86:
    run: jupyter:latest jupyter nbconvert /workspace/output/01GT21DWRN3DYXKNSQZ4B1MR86/report.ipynb --execute --to html --output-dir=/workspace/output/01GT21DWRN3DYXKNSQZ4B1MR86 --ExecutePreprocessor.timeout=86400 --no-input
    needs: [create_notebook_01GT21DWRN3DYXKNSQZ4B1MR86, event_counts_01GT21DWRN3DYXKNSQZ4B1MR86, deciles_chart_01GT21DWRN3DYXKNSQZ4B1MR86, top_5_table_01GT21DWRN3DYXKNSQZ4B1MR86, plot_measure_01GT21DWRN3DYXKNSQZ4B1MR86]
    outputs:
      moderately_sensitive:
        notebook: output/01GT21DWRN3DYXKNSQZ4B1MR86/report.html

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime: 02:34:02

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

Job information

Status
Failed
Backend
TPP
Requested by
George Hickman
Branch
main
Force run dependencies
Yes
Git commit hash
6a5d381
Requested actions
  • run_all

Code comparison

Compare the code used in this Job Request