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Job request: 23590

Organisation:
Bennett Institute
Workspace:
prophy_effects_sotro_molnup
ID:
5phvv3vk4m4ph6by
View repo View project.yaml

This page shows the technical details of what happened when the authorised researcher Qing Wen 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: 5000

actions:

  gen_dataset_table:
    run: ehrql:v1 generate-dataset analysis/dataset_definition.py --output output/data/dataset_table.csv.gz
    outputs:
      highly_sensitive:
        cohort: output/data/dataset_table.csv.gz

  prep_descrip_r:
    run: r:latest analysis/data_prep_descrip.r
    needs: [gen_dataset_table]
    outputs:
      moderately_sensitive:
        table1: output/tables/table1_sum_num.csv
        table1a: output/tables/table1_sum_rd_m10.csv
        table2: output/tables/table1_sum_num_added.csv
        table2a: output/tables/table1_sum_rd_m10_added.csv
        table3: output/tables/table2_high_risk_extend_rd_m10.csv
        table3a: output/tables/table1_redacted_under8.csv
      highly_sensitive:
        data1: output/data/data4analyses.csv
        data2: output/data/high_risk_cohort.csv
        data3: output/data/high_risk_ever_cohort.csv
        data4: output/data/high_risk_cohort_inc60ddeath.csv

  prep_base_comp_r:
    run: r:latest analysis/prep_base_comp.r
    needs: [prep_descrip_r]
    outputs:
      moderately_sensitive:
        table1: output/tables/sum_continu_vars_output.csv
        table2: output/tables/ttest_output.csv
        table3: output/tables/chisq_output.csv
        table4: output/tables/ranksum_output.csv 
        table5: output/tables/high_risk_basecomp_data_miss.csv
        plot: output/graps/norm_plot_*.png  
      highly_sensitive:
        data15: output/data/high_risk_basecomp_data.csv

  prep_model_surv_r:
    run: r:latest analysis/prep_model_surv.r
    needs: [prep_descrip_r]
    outputs: 
      moderately_sensitive:
        table1: output/tables/table_cox_model_surv0_regn_6m.csv
        table2: output/tables/table_cox_model_surv0_stp_6m.csv
        table3: output/tables/table_cox_model_surv0_regn_rd2.csv
        table4: output/tables/table_cox_model_surv0_stp_rd2.csv
      highly_sensitive:
        data5: output/data/high_risk_surv_data.csv

  model_surv_asum_r:
    run: r:latest analysis/model_surv_asum.r  
    needs: [prep_descrip_r]
    outputs: 
      moderately_sensitive:
        plot: output/graps/plot_*.png 
      highly_sensitive:
        data: output/data/high_risk_surv_data_plot.csv

  prep_model_1surv_r:
    run: r:latest analysis/prep_model_1surv.r
    needs: [prep_descrip_r]
    outputs:
      moderately_sensitive:
        table1: output/tables/table_cox_model_surv1_regn_12m.csv
        table2: output/tables/table_cox_model_surv1_stp_12m.csv
      highly_sensitive:
        data: output/data/high_risk_surv_data1.csv

  prep_model_2surv_r:
    run: r:latest analysis/prep_model_2surv.r
    needs: [prep_descrip_r]
    outputs:
      moderately_sensitive:
        table1: output/tables/table_cox_model_surv2_regn_24m.csv
        table2: output/tables/table_cox_model_surv2_stp_24m.csv
      highly_sensitive:
        data: output/data/high_risk_surv_data2.csv

  prep_descrip_agegp_r:
    run: r:latest analysis/data_prep_descrip_1agegp.r
    needs: [prep_descrip_r]
    outputs:
      highly_sensitive:
        data: output/data/high_risk_vars_age_rc.csv
      moderately_sensitive:
        table: output/tables/high_risk_vars_age_rc_table.csv

  ext_cox_surv_r:
    run: r:latest analysis/ext_cox_surv.r
    needs: [prep_descrip_r]
    outputs:
      moderately_sensitive:
        table1: output/tables/table_ext_cox_surv0_regn_6m.csv
        table2: output/tables/table_ext_cox_surv0_stp_6m.csv
      highly_sensitive:
        data8: output/data/ext_high_risk_surv_data.csv

  ext_cox_1surv_r:
    run: r:latest analysis/ext_cox_1surv.r
    needs: [prep_descrip_r]
    outputs:
      moderately_sensitive:
        table1: output/tables/table_ext_cox_surv1_regn_12m.csv
        table2: output/tables/table_ext_cox_surv1_stp_12m.csv
      highly_sensitive:
        data: output/data/ext_high_risk_surv1_data.csv

  ext_cox_2surv_r:
    run: r:latest analysis/ext_cox_2surv.r
    needs: [prep_descrip_r]
    outputs:
      moderately_sensitive:
        table1: output/tables/table_ext_cox_surv2_regn_24m.csv
        table2: output/tables/table_ext_cox_surv2_stp_24m.csv
      highly_sensitive:
        data: output/data/ext_high_risk_surv2_data.csv

Timeline

  • Created:

  • Started:

  • Finished:

  • Runtime: 00:00:24

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

Job request

Status
Succeeded
Backend
TPP
Workspace
prophy_effects_sotro_molnup
Requested by
Qing Wen
Branch
main
Force run dependencies
No
Git commit hash
bf99181
Requested actions
  • prep_base_comp_r

Code comparison

Compare the code used in this job request