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Job request: 7537

Organisation:
The UK Renal Registry
Workspace:
renal-short-data-report
ID:
i372thgozhorrkp4
View repo View project.yaml

This page shows the technical details of what happened when the authorised researcher Shalini Santhakumaran 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: 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_ethnicity_ukrr:
    run: cohortextractor:latest generate_cohort 
      --study-definition study_definition_ethnicity_ukrr
      --output-dir=output
      --output-format csv.gz
    outputs:
      highly_sensitive:
        cohort: output/input_ethnicity_ukrr.csv.gz

  join_cohorts:
    run: >
      cohort-joiner:v0.0.9
        --lhs output/input_20*.csv.gz
        --rhs output/input_ethnicity_ukrr.csv.gz
        --output-dir output/joined
    needs: [generate_study_population, generate_study_population_ethnicity_ukrr]
    outputs:
      highly_sensitive:
        cohort: output/joined/input_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
        
  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:
        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

  generate_ukrr_checks:
    run: r:latest -e 'rmarkdown::render("analysis/ukrr-checks.Rmd", knit_root_dir = "/workspace", output_dir = "output/notebooks")'
    needs: [generate_study_population, generate_study_population_ethnicity_ukrr]
    outputs:
      moderately_sensitive:
        report: output/notebooks/ukrr-checks.html

  generate_ukrr_report:
    run: r:latest -e 'rmarkdown::render("analysis/ukrr-report.Rmd", knit_root_dir = "/workspace", output_dir = "output/notebooks")'
    needs: [join_cohorts]
    outputs:
      moderately_sensitive:
        report: output/notebooks/ukrr-report.html
  
  generate_frequency_plots:
    run: r:latest analysis/test_frequency.R
    needs: [join_cohorts]
    outputs:
      moderately_sensitive:
        figures: output/figures/months_with_*.png

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime: 01:03:14

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

Job information

Status
Succeeded
Backend
TPP
Workspace
renal-short-data-report
Requested by
Shalini Santhakumaran
Branch
main
Force run dependencies
No
Git commit hash
18e650a
Requested actions
  • generate_ukrr_checks
  • generate_ukrr_report

Code comparison

Compare the code used in this Job Request