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Job request: 6539

Organisation:
The UK Renal Registry
Workspace:
renal_sdr
ID:
gltxs4wgeonjbso7
View repo View project.yaml

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 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: 1000

actions:

  generate_study_population:
    run: cohortextractor:latest generate_cohort 
      --study-definition study_definition 
      --index-date-range "2019-01-01 to 2022-02-01 by month" 
      --output-format csv.gz
    outputs:
      highly_sensitive:
        cohort: output/input*.csv.gz

  generate_study_population_ckd:
    run: cohortextractor:latest generate_cohort 
      --study-definition study_definition_ckd
      --index-date-range "2019-01-01 to 2022-02-01 by month" 
      --output-format csv.gz
    outputs:
      highly_sensitive:
        cohort: output/input_ckd*.csv.gz

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

  join_cohorts:
    run: >
      cohort-joiner:v0.0.9
        --lhs output/input_20*.csv.gz
        --rhs output/input_ethnicity.csv.gz
        --output-dir output/joined
    needs: [generate_study_population, generate_study_population_ethnicity]
    outputs:
      highly_sensitive:
        cohort: output/joined/input_20*.csv.gz
  
  join_cohorts_ckd:
    run: >
      cohort-joiner:v0.0.9
        --lhs output/input_ckd_20*.csv.gz
        --rhs output/input_ethnicity.csv.gz
        --output-dir output/joined
    needs: [generate_study_population_ckd, generate_study_population_ethnicity]
    outputs:
      highly_sensitive:
        cohort: output/joined/input_ckd_20*.csv.gz

  generate_measures:
    run: cohortextractor:latest generate_measures 
      --study-definition study_definition
      --output-dir=output/joined
    needs: [join_cohorts]
    outputs:
      moderately_sensitive:
        measure_csv: output/joined/measure_*_rate.csv

  generate_measures_ckd:
    run: cohortextractor:latest generate_measures 
      --study-definition study_definition_ckd
      --output-dir=output/joined
    needs: [join_cohorts_ckd]
    outputs:
      moderately_sensitive:
        measure_csv: output/joined/measure*_rate.csv

  get_counts:
    run: python:latest python analysis/combine_operators.py
    needs: [join_cohorts]
    outputs:
      moderately_sensitive:
        counts: output/*_coun*.csv


  generate_plots:
    run: python:latest python analysis/plot_measures.py
    needs: [generate_measures]
    outputs:
      moderately_sensitive:
        counts: output/figures/plot_*.jpeg

  generate_plots_numeric_values:
    run: python:latest python analysis/plot_numeric_values.py
    needs: [join_cohorts]
    outputs:
      moderately_sensitive:
        counts: output/*dist*.csv
        figures: output/*dist*.jpeg


  generate_notebook:
    run: jupyter:latest jupyter nbconvert /workspace/analysis/report.ipynb --execute --to html --template basic --output-dir=/workspace/output --ExecutePreprocessor.timeout=86400 --no-input
    needs: [generate_plots, get_counts]
    outputs:
      moderately_sensitive:
        notebook: output/report.html

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime: 00:59:07

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

Job request

Status
Succeeded
Backend
TPP
Workspace
renal_sdr
Requested by
Louis Fisher
Branch
main
Force run dependencies
No
Git commit hash
c338a07
Requested actions
  • generate_plots_numeric_values

Code comparison

Compare the code used in this job request