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Job request: 24961

Organisation:
University of Manchester
Workspace:
openpregnosis_main
ID:
fijfcup755xfm3im
View repo View project.yaml

This page shows the technical details of what happened when the authorised researcher Paolo Mazzone 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'

# Ignore this`expectation` block. It is required but not used, and will be removed in future versions.
expectations:
  population_size: 1000

actions:
## Diagnostic analysis for event counts ##

  generate_diagnostic_event_counts:
    run: ehrql:v1 generate-dataset analysis/01_diagnostic_event_counts.py --output output/diagnostic_event_counts.csv.gz
    outputs:
      highly_sensitive:
        dataset: output/diagnostic_event_counts.csv.gz

  analyze_diagnostic_event_counts:
    run: r:latest analysis/02_analyse_diagnostic.R
    needs: [generate_diagnostic_event_counts]
    outputs:
      moderately_sensitive:
        analysis_results: output/diagnostic_analysis_results.txt
        recommendations: output/event_count_recommendations.csv

## Main pregnancy event extraction ##

  generate_pregnancy_event_data:
    run: ehrql:v1 generate-dataset analysis/03_dataset_definition.py --output output/pregnancy_event_data.csv.gz
    outputs:
      highly_sensitive:
        dataset: output/pregnancy_event_data.csv.gz

## Data processing and validation

#  convert_stillbirth_episodes:
#    run: r:latest analysis/04_convert_stillbirth_episodes.R
#    needs: [generate_pregnancy_event_data]
#    outputs:
#      highly_sensitive:
#        stillbirth_events_long: output/processed/stillbirth_events_long.csv
#        stillbirth_pregnancies_wide: output/processed/stillbirth_pregnancies_wide.csv
#        stillbirth_pregnancy_summary: output/processed/stillbirth_pregnancy_summary.csv

#  convert_livebirth_episodes:
#    run: r:latest analysis/05_convert_livebirth_episodes.R
#    needs: [generate_pregnancy_event_data]
#    outputs:
#      highly_sensitive:
#        livebirth_events_long: output/processed/livebirth_events_long.csv
#        livebirth_pregnancies_wide: output/processed/livebirth_pregnancies_wide.csv
#        livebirth_pregnancy_summary: output/processed/livebirth_pregnancy_summary.csv

#  convert_miscarriage_episodes:
#    run: r:latest analysis/06_convert_miscarriage_episodes.R
#    needs: [generate_pregnancy_event_data]
#    outputs:
#      highly_sensitive:
#        miscarriage_events_long: output/processed/miscarriage_events_long.csv
#        miscarriage_pregnancies_wide: output/processed/miscarriage_pregnancies_wide.csv
#        miscarriage_pregnancy_summary: output/processed/miscarriage_pregnancy_summary.csv

#  convert_ectopic_episodes:
#    run: r:latest analysis/07_convert_ectopic_episodes.R
#    needs: [generate_pregnancy_event_data]
#    outputs:
#      highly_sensitive:
#        ectopic_events_long: output/processed/ectopic_events_long.csv
#        ectopic_pregnancies_wide: output/processed/ectopic_pregnancies_wide.csv
#        ectopic_pregnancy_summary: output/processed/ectopic_pregnancy_summary.csv

#  convert_blighted_ovum_episodes:
#    run: r:latest analysis/08_convert_blighted_ovum_episodes.R
#    needs: [generate_pregnancy_event_data]
#    outputs:
#      highly_sensitive:
#        blighted_ovum_events_long: output/processed/blighted_ovum_events_long.csv
#        blighted_ovum_pregnancies_wide: output/processed/blighted_ovum_pregnancies_wide.csv
#        blighted_ovum_pregnancy_summary: output/processed/blighted_ovum_pregnancy_summary.csv

#  convert_molar_episodes:
#    run: r:latest analysis/09_convert_molar_episodes.R
#    needs: [generate_pregnancy_event_data]
#    outputs:
#      highly_sensitive:
#        molar_events_long: output/processed/molar_events_long.csv
#        molar_pregnancies_wide: output/processed/molar_pregnancies_wide.csv
#        molar_pregnancy_summary: output/processed/molar_pregnancy_summary.csv

#  convert_tops_episodes:
#    run: r:latest analysis/10_convert_tops_episodes.R
#    needs: [generate_pregnancy_event_data]
#    outputs:
#      highly_sensitive:
#        tops_events_long: output/processed/tops_events_long.csv
#        tops_pregnancies_wide: output/processed/tops_pregnancies_wide.csv
#        tops_pregnancy_summary: output/processed/tops_pregnancy_summary.csv

## Early Pregnancy Marker Processing ##

#  convert_lmp_episodes:
#    run: r:latest analysis/11_convert_lmp_episodes.R
#    needs: [generate_pregnancy_event_data]
#    outputs:
#      highly_sensitive:
#        lmp_events_long: output/processed/lmp_events_long.csv
#        lmp_pregnancies_wide: output/processed/lmp_pregnancies_wide.csv
#        lmp_pregnancy_summary: output/processed/lmp_pregnancy_summary.csv

#  convert_edd_episodes:
#    run: r:latest analysis/12_convert_edd_episodes.R
#    needs: [generate_pregnancy_event_data]
#    outputs:
#      highly_sensitive:
#        edd_events_long: output/processed/edd_events_long.csv
#        edd_pregnancies_wide: output/processed/edd_pregnancies_wide.csv
#        edd_pregnancy_summary: output/processed/edd_pregnancy_summary.csv

#  convert_edc_episodes:
#    run: r:latest analysis/13_convert_edc_episodes.R
#    needs: [generate_pregnancy_event_data]
#    outputs:
#      highly_sensitive:
#        edc_events_long: output/processed/edc_events_long.csv
#        edc_pregnancies_wide: output/processed/edc_pregnancies_wide.csv
#        edc_pregnancy_summary: output/processed/edc_pregnancy_summary.csv

#  convert_dating_scan_episodes:
#    run: r:latest analysis/14_convert_dating_scan_episodes.R
#    needs: [generate_pregnancy_event_data]
#    outputs:
#      highly_sensitive:
#        dating_scan_events_long: output/processed/dating_scan_events_long.csv
#        dating_scan_pregnancies_wide: output/processed/dating_scan_pregnancies_wide.csv
#        dating_scan_pregnancy_summary: output/processed/dating_scan_pregnancy_summary.csv

#  generate_delivery_validation_report:
#    run: r:latest analysis/15_delivery_code_validation_report.R
#    needs: [convert_stillbirth_episodes, convert_livebirth_episodes]
#    outputs:
#      highly_sensitive:
#        validation_results: output/validation/delivery_validation_results.rds
#        validation_summary: output/validation/delivery_validation_summary.txt
#        validation_plots: output/validation/delivery_validation_plots.pdf

## Harmonised Algorithm ##

#  export_codelists_for_r:
#    run: python:latest analysis/16_export_codelists.py
#    outputs:
#      highly_sensitive:
#        delivery_codes: output/codelists/delivery_codes.csv
#        stillbirth_codes: output/codelists/stillbirth_codes.csv
#        miscarriage_codes: output/codelists/miscarriage_codes.csv
#        ectopic_codes: output/codelists/ectopic_codes.csv
#        molar_codes: output/codelists/molar_codes.csv
#        blighted_ovum_codes: output/codelists/blighted_ovum_codes.csv
#        termination_codes: output/codelists/termination_codes.csv
#        postnatal_codes: output/codelists/postnatal_codes.csv
#        antenatal_codes: output/codelists/antenatal_codes.csv
#        postterm_codes: output/codelists/postterm_codes.csv
#        lmp_codes: output/codelists/lmp_codes.csv
#        edd_codes: output/codelists/edd_codes.csv
#        edc_codes: output/codelists/edc_codes.csv
#        dating_scan_codes: output/codelists/dating_scan_codes.csv
#        multi_pregnancy_codes: output/codelists/multi_pregnancy_codes.csv
#        preeclampsia_codes: output/codelists/preeclampsia_codes.csv
#        codelist_summary: output/codelists/codelist_summary.csv

#  run_harmonised_algorithm:
#    run: r:latest analysis/17_execute_harmonised_algorithm.R
#    needs: [convert_stillbirth_episodes, convert_livebirth_episodes, convert_miscarriage_episodes, convert_ectopic_episodes, convert_blighted_ovum_episodes, convert_molar_episodes, convert_tops_episodes, convert_lmp_episodes, convert_edd_episodes, convert_edc_episodes, convert_dating_scan_episodes, export_codelists_for_r]
#    outputs:
#      highly_sensitive:
#        harmonised_episodes: output/harmonised_components/harmonised_episodes.csv
#        harmonised_summary: output/harmonised_components/harmonised_summary.txt
#        start_date_analysis: output/harmonised_components/start_date_analysis.csv
#        missing_outcome_identification: output/harmonised_components/missing_outcome_identification.csv

#  test_harmonised_algorithm:
#    run: r:latest analysis/18_run_test.R
#    needs: [generate_pregnancy_event_data, analyze_diagnostic_event_counts, run_harmonised_algorithm, export_codelists_for_r]
#    outputs:
#      highly_sensitive:
#        harmonised_episodes: output/harmonised_test_results/harmonised_episodes.csv
#        test_report: output/harmonised_test_results/test_report.txt
#        comparison_results: output/harmonised_test_results/comparison_results.rds

## Complete workflow ##

#  run_all:
#    run: echo:v1 "Complete pregnancy outcome analysis pipeline executed successfully" > output/pipeline_complete.txt
#    needs: [analyze_diagnostic_event_counts, convert_stillbirth_episodes, convert_livebirth_episodes, convert_miscarriage_episodes, convert_ectopic_episodes, convert_blighted_ovum_episodes, convert_molar_episodes, convert_tops_episodes, convert_lmp_episodes, convert_edd_episodes, convert_edc_episodes, convert_dating_scan_episodes, generate_delivery_validation_report, run_harmonised_algorithm, test_harmonised_algorithm]
#    outputs:
#      highly_sensitive:
#        complete_pipeline: output/pipeline_complete.txt

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime: 00:10:06

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

Job request

Status
Succeeded
Backend
TPP
Workspace
openpregnosis_main
Requested by
Paolo Mazzone
Branch
main
Force run dependencies
Yes
Git commit hash
8ad92cb
Requested actions
  • generate_diagnostic_event_counts
  • analyze_diagnostic_event_counts

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