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Job request: 15543

Organisation:
University of Bristol
Workspace:
post-covid-respiratory
ID:
wiidhmesfclftc7u
View repo View project.yaml

This page shows the technical details of what happened when the authorised researcher Rachel Denholm 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: 10000

actions:

  ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # 
  ## DO NOT EDIT project.yaml DIRECTLY 
  ## This file is created by create_project_actions.R 
  ## Edit and run create_project_actions.R to update the project.yaml 
  ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # 

  vax_eligibility_inputs:
    run: r:latest analysis/metadates.R
    outputs:
      highly_sensitive:
        study_dates_json: output/study_dates.json
        vax_jcvi_groups: output/vax_jcvi_groups.csv
        vax_eligible_dates: output/vax_eligible_dates.csv

  generate_study_population_prelim:
    run: cohortextractor:latest generate_cohort --study-definition study_definition_prelim
      --output-format feather
    needs:
    - vax_eligibility_inputs
    outputs:
      highly_sensitive:
        cohort: output/input_prelim.feather

  generate_index_dates:
    run: r:latest analysis/prelim.R
    needs:
    - vax_eligibility_inputs
    - generate_study_population_prelim
    outputs:
      highly_sensitive:
        index_dates: output/index_dates.csv

  generate_study_population_prevax:
    run: cohortextractor:latest generate_cohort --study-definition study_definition_prevax
      --output-format csv.gz
    needs:
    - vax_eligibility_inputs
    - generate_index_dates
    outputs:
      highly_sensitive:
        cohort: output/input_prevax.csv.gz

  generate_study_population_vax:
    run: cohortextractor:latest generate_cohort --study-definition study_definition_vax
      --output-format csv.gz
    needs:
    - generate_index_dates
    - vax_eligibility_inputs
    outputs:
      highly_sensitive:
        cohort: output/input_vax.csv.gz

  generate_study_population_unvax:
    run: cohortextractor:latest generate_cohort --study-definition study_definition_unvax
      --output-format csv.gz
    needs:
    - vax_eligibility_inputs
    - generate_index_dates
    outputs:
      highly_sensitive:
        cohort: output/input_unvax.csv.gz

  preprocess_data_prevax:
    run: r:latest analysis/preprocess/preprocess_data.R prevax
    needs:
    - generate_index_dates
    - generate_study_population_prevax
    outputs:
      moderately_sensitive:
        describe: output/not-for-review/describe_input_prevax_stage0.txt
        describe_venn: output/not-for-review/describe_venn_prevax.txt
      highly_sensitive:
        cohort: output/input_prevax.rds
        venn: output/venn_prevax.rds

  preprocess_data_vax:
    run: r:latest analysis/preprocess/preprocess_data.R vax
    needs:
    - generate_index_dates
    - generate_study_population_vax
    outputs:
      moderately_sensitive:
        describe: output/not-for-review/describe_input_vax_stage0.txt
        descrive_venn: output/not-for-review/describe_venn_vax.txt
      highly_sensitive:
        cohort: output/input_vax.rds
        venn: output/venn_vax.rds

  preprocess_data_unvax:
    run: r:latest analysis/preprocess/preprocess_data.R unvax
    needs:
    - generate_index_dates
    - generate_study_population_unvax
    outputs:
      moderately_sensitive:
        describe: output/not-for-review/describe_input_unvax_stage0.txt
        describe_venn: output/not-for-review/describe_venn_unvax.txt
      highly_sensitive:
        cohort: output/input_unvax.rds
        venn: output/venn_unvax.rds

  stage1_data_cleaning_all:
    run: r:latest analysis/preprocess/Stage1_data_cleaning.R all
    needs:
    - preprocess_data_prevax
    - preprocess_data_vax
    - preprocess_data_unvax
    - vax_eligibility_inputs
    outputs:
      moderately_sensitive:
        refactoring: output/not-for-review/meta_data_factors_*.csv
        QA_rules: output/review/descriptives/QA_summary_*.csv
        IE_criteria: output/review/descriptives/Cohort_flow_*.csv
        histograms: output/not-for-review/numeric_histograms_*.svg
      highly_sensitive:
        cohort: output/input_*.rds

  describe_file-input_prevax_stage1:
    run: r:latest analysis/describe_file.R input_prevax_stage1 rds
    needs:
    - stage1_data_cleaning_all
    outputs:
      moderately_sensitive:
        describe_model_input: output/describe-input_prevax_stage1.txt

  describe_file-input_vax_stage1:
    run: r:latest analysis/describe_file.R input_vax_stage1 rds
    needs:
    - stage1_data_cleaning_all
    outputs:
      moderately_sensitive:
        describe_model_input: output/describe-input_vax_stage1.txt

  describe_file-input_unvax_stage1:
    run: r:latest analysis/describe_file.R input_unvax_stage1 rds
    needs:
    - stage1_data_cleaning_all
    outputs:
      moderately_sensitive:
        describe_model_input: output/describe-input_unvax_stage1.txt

  stage2_missing_table1_all:
    run: r:latest analysis/descriptives/Stage2_missing_table1.R all
    needs:
    - stage1_data_cleaning_all
    outputs:
      moderately_sensitive:
        Missing_RangeChecks: output/not-for-review/Check_missing_range_*.csv
        DateChecks: output/not-for-review/Check_dates_range_*.csv
        Descriptive_Table: output/review/descriptives/Table1_*.csv

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime: 88:49:58

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

Job request

Status
Succeeded
Backend
TPP
Workspace
post-covid-respiratory
Requested by
Rachel Denholm
Branch
main
Force run dependencies
No
Git commit hash
b580ab0
Requested actions
  • generate_study_population_prevax
  • generate_study_population_vax
  • generate_study_population_unvax
  • preprocess_data_prevax
  • preprocess_data_vax
  • preprocess_data_unvax
  • stage1_data_cleaning_all
  • describe_file-input_prevax_stage1
  • describe_file-input_vax_stage1
  • describe_file-input_unvax_stage1
  • stage2_missing_table1_all

Code comparison

Compare the code used in this job request