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Job request: 18775

Organisation:
The London School of Hygiene & Tropical Medicine
Workspace:
shielding_evaluation
ID:
zsdp5txzqaolfg5y
View repo View project.yaml

This page shows the technical details of what happened when the authorised researcher Alasdair Henderson 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_dataset:
    run: >
      databuilder:v0 
        generate-dataset analysis/databuilder_definition.py --output output/dataset_all.csv.gz
    outputs:
      highly_sensitive:
        dataset_all: output/dataset_all.csv.gz
  
  clean_the_data: 
    run: > 
      r:latest
        analysis/010_import_data.R
    needs: [generate_dataset]
    outputs: 
      highly_sensitive:
        cleandata: output/data_edited.gz.parquet
      moderately_sensitive: 
        txt1: output/data_properties/clean_dataset_skim.txt
        txt2: output/data_properties/clean_dataset_tabulate.txt
      
  create_table1: 
    run: > 
      r:latest
        analysis/020_create_table1.R
    needs: [clean_the_data]
    outputs: 
      moderately_sensitive: 
        table1: output/tables/shielding_table1.html
        table1_r: output/tables/shielding_table1_redacted.html
        table1_data: output/table1_data.csv
        table2_shielding_v0: output/tables/shielding_table2.html
        table2_shielding_v1: output/tables/shielding_v1_table2.html
        table2_shielding_v2: output/tables/shielding_v2_table2.html
  
  plot_hospitalisations: 
    run: > 
      r:latest
        analysis/030_plot_hospitalisations.R
    needs: [clean_the_data]
    outputs: 
      moderately_sensitive: 
        shielding_comparison: output/data_properties/different_shielding.txt
        fig1_v1: output/figures/covid_hosp_over_time_v1.pdf
        fig2_v1: output/figures/covid_hosp_over_time_cumsum_v1.pdf
        fig1_v2: output/figures/covid_hosp_over_time_v2.pdf
        fig2_v2: output/figures/covid_hosp_over_time_cumsum_v2.pdf
  
  plot_shielding: 
    run: > 
      r:latest
        analysis/031_plot_shielding.R
    needs: [clean_the_data]
    outputs: 
      moderately_sensitive: 
        fig1_shielding: output/figures/shielding_over_time.pdf

  plot_hospitalisations2:
    run: > 
      r:latest
        analysis/040_plot_hospitalisations.R
    needs: [clean_the_data]
    outputs: 
      moderately_sensitive: 
        fig3: output/figures/covid_hosp_over_time2.pdf
        fig4: output/figures/covid_hosp_over_time_cumsum2.pdf
        
  plot_deaths2:
    run: > 
      r:latest
        analysis/050_plot_deaths.R
    needs: [clean_the_data]
    outputs: 
      moderately_sensitive: 
        fig5: output/figures/covid_deaths_over_time2.pdf
        fig6: output/figures/covid_deaths_over_time_cumsum2.pdf

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime: 02:55:30

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

Job request

Status
Succeeded
Backend
TPP
Workspace
shielding_evaluation
Requested by
Alasdair Henderson
Branch
main
Force run dependencies
No
Git commit hash
f732b81
Requested actions
  • generate_dataset
  • clean_the_data
  • plot_shielding

Code comparison

Compare the code used in this job request