Skip to content

Job request: 8390

Organisation:
Bennett Institute
Workspace:
asthma_indicators
ID:
oop3j56qaaes362t
View repo View project.yaml

This page shows the technical details of what happened when the authorised researcher Rose Higgins 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.

Pipeline

Show project.yaml 
version: '3.0'

expectations:
  population_size: 1000

actions:

# Asthma indicator (AST007) actions

  generate_study_population_ast007:
    run: cohortextractor:latest generate_cohort --study-definition study_definition_ast007 --index-date-range "2019-03-01 to 2022-03-31 by month" --output-dir=output
    outputs:
      highly_sensitive:
        cohort: output/input_ast007*.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_ast_reg:
    run: >
      cohort-joiner:v0.0.12 
        --lhs output/input_ast007*.csv
        --rhs output/input_ethnicity*.csv
        --output-dir output/joined
    needs: [generate_study_population_ethnicity, generate_study_population_ast007]
    outputs:
      highly_sensitive:
        cohort: output/joined/input_ast007*.csv

  generate_measures_ast007:
      run: cohortextractor:latest generate_measures 
        --study-definition study_definition_ast007 
        --output-dir=output/joined
      needs: [generate_study_population_ast007, generate_study_population_ethnicity, join_ethnicity_ast_reg]
      outputs:
        moderately_sensitive:
          measure_csv: output/joined/measure_*_rate.csv

  calculate_rates_ast007:
      run: python:latest python analysis/rate_calculations_ast007.py
      needs: [join_ethnicity_ast_reg, generate_measures_ast007]
      outputs:
        moderately_sensitive:
          tables: output/rate_table_*.csv
          plots: output/plot_*.png
          decile_chart: output/decile_chart.png

  # generate_notebook_ast007:
  #   run: jupyter:latest jupyter nbconvert /workspace/analysis/qof_notebook_ast007.ipynb --execute --to html --output-dir=/workspace/output --ExecutePreprocessor.timeout=86400 --no-input
  #   needs: [calculate_rates_ast007]
  #   outputs:
  #     moderately_sensitive:
  #       notebook: output/qof_notebook_ast007.html


# Testing Asthma variables
  generate_study_population_ast007_test_variables:
    run: cohortextractor:latest generate_cohort 
        --study-definition study_definition_ast007_test_variables 
        --index-date-range "2019-03-01 to 2022-03-31 by month" 
        --output-dir=output/test
    outputs:
      highly_sensitive:
        cohort: output/test/input_ast007_test*.csv

  generate_measures_ast007_test:
      run: cohortextractor:latest generate_measures 
        --study-definition study_definition_ast007_test_variables 
        --output-dir=output/test
      needs: [generate_study_population_ast007_test_variables]
      outputs:
        moderately_sensitive:
          measure_csv: output/test/measure_*_rate.csv
  
 # Check with separate analysis script 
  # check_data:
  #   run: r:latest analysis/indicator_dates_testing.py
  #   outputs:
  #     moderately_sensitive:
  #       table_csv: output/test/test.csv

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime:

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

Job information

Status
Failed 
JobRequestError: generate_study_population_ethnicity failed on a previous run and must be re-run
Backend
TPP
Workspace
asthma_indicators
Requested by
Rose Higgins
Branch
main
Force run dependencies
No
Git commit hash
134f9f4
Requested actions
  • run_all

Code comparison

Compare the code used in this Job Request