Job request: 15801

Organisation:: Bennett Institute
Workspace:: opensafely-internal-interactive
ID:: luoelynxujcjlitd

This page shows the technical details of what happened when the authorised researcher George Hickman 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

Action:

generate_study_population_01GT24EY1R04S1Q80YR2MEARHW

Status:

Status: Succeeded

Job identifier:

n3gc52frfuqvyf37
Action:

create_notebook_01GT24EY1R04S1Q80YR2MEARHW

Status:

Status: Succeeded

Job identifier:

ow7rjylhmesjf46b
Action:

generate_study_population_ethnicity_01GT24EY1R04S1Q80YR2MEARHW

Status:

Status: Succeeded

Job identifier:

wf43s4ebq3uvjv2w
Action:

join_cohorts_01GT24EY1R04S1Q80YR2MEARHW

Status:

Status: Succeeded

Job identifier:

nfixsb2suq55upbv
Action:

event_counts_01GT24EY1R04S1Q80YR2MEARHW

Status:

Status: Succeeded

Job identifier:

cnjoepwx6qlmlhwx
Action:

generate_measures_01GT24EY1R04S1Q80YR2MEARHW

Status:

Status: Succeeded

Job identifier:

4fynezaymle7h4mh
Action:

deciles_chart_01GT24EY1R04S1Q80YR2MEARHW

Status:

Status: Failed

Job identifier:

th66eguec64qhfld

Error:

nonzero_exit: Job exited with an error
Action:

top_5_table_01GT24EY1R04S1Q80YR2MEARHW

Status:

Status: Succeeded

Job identifier:

zxtekob5zyyxqvlv
Action:

plot_measure_01GT24EY1R04S1Q80YR2MEARHW

Status:

Status: Succeeded

Job identifier:

jnfq7cflumzcf3jg
Action:

generate_notebook_01GT24EY1R04S1Q80YR2MEARHW

Status:

Status: Failed

Job identifier:

vuyuoxbphx7rvyyd

Error:

dependency_failed: Not starting as dependency failed

Pipeline

Show project.yaml

version: '3.0'

expectations:
  population_size: 1000

actions:

  generate_study_population_ethnicity_01GT24EY1R04S1Q80YR2MEARHW:
    run: cohortextractor:latest generate_cohort
      --study-definition study_definition_ethnicity 
      --param end_date="2023-02-15"
      --output-dir output/01GT24EY1R04S1Q80YR2MEARHW --output-format=csv.gz
    outputs:
      highly_sensitive:
        cohort: output/01GT24EY1R04S1Q80YR2MEARHW/input_ethnicity.csv.gz


  generate_study_population_01GT24EY1R04S1Q80YR2MEARHW:
    run: cohortextractor:latest generate_cohort
      --study-definition study_definition
      --param codelist_1_path="codelists/codelist_1.csv"
      --param codelist_1_system="snomed"
      --param codelist_2_path="codelists/codelist_2.csv"
      --param codelist_2_system="snomed"
      --param codelist_1_frequency="monthly"
      --param time_value="5"
      --param time_scale="years"
      --param time_event="before"
      --param codelist_2_comparison_date="event_1_date"
      --param operator="AND"
      --param population="all"
      --param breakdowns="sex,age"
      --index-date-range="2019-09-01 to 2023-02-15 by month"
      --output-dir=output/01GT24EY1R04S1Q80YR2MEARHW
      --output-format=csv.gz
    outputs:
      highly_sensitive:
        cohort: output/01GT24EY1R04S1Q80YR2MEARHW/input_*.csv.gz

  join_cohorts_01GT24EY1R04S1Q80YR2MEARHW:
    run: >
      cohort-joiner:v0.0.38
        --lhs output/01GT24EY1R04S1Q80YR2MEARHW/input_20*.csv.gz
        --rhs output/01GT24EY1R04S1Q80YR2MEARHW/input_ethnicity.csv.gz
        --output-dir output/01GT24EY1R04S1Q80YR2MEARHW/joined
    needs: [generate_study_population_01GT24EY1R04S1Q80YR2MEARHW, generate_study_population_ethnicity_01GT24EY1R04S1Q80YR2MEARHW]
    outputs:
      highly_sensitive:
        cohort: output/01GT24EY1R04S1Q80YR2MEARHW/joined/input_20*.csv.gz

  generate_measures_01GT24EY1R04S1Q80YR2MEARHW:
    run: >
      python:latest python analysis/measures.py
        --breakdowns="sex,age"
        --input_dir="output/01GT24EY1R04S1Q80YR2MEARHW/joined"
        --measure="med_review"

    needs: [join_cohorts_01GT24EY1R04S1Q80YR2MEARHW]
    outputs:
      moderately_sensitive:
        measure: output/01GT24EY1R04S1Q80YR2MEARHW/joined/measure*rate.csv
        decile_measure: output/01GT24EY1R04S1Q80YR2MEARHW/joined/measure*rate_deciles.csv

  top_5_table_01GT24EY1R04S1Q80YR2MEARHW:
    run: >
      python:latest python analysis/top_5.py
      --codelist-1-path="codelists/codelist_1.csv"
      --codelist-2-path="codelists/codelist_2.csv"
      --output-dir="output/01GT24EY1R04S1Q80YR2MEARHW"
    needs: [generate_measures_01GT24EY1R04S1Q80YR2MEARHW]
    outputs:
      moderately_sensitive:
        tables: output/01GT24EY1R04S1Q80YR2MEARHW/joined/top_5*.csv

  deciles_chart_01GT24EY1R04S1Q80YR2MEARHW:
    run: >
      deciles-charts:v0.0.33
        --input-files output/01GT24EY1R04S1Q80YR2MEARHW/joined/measure_practice_rate_deciles.csv
        --output-dir output/01GT24EY1R04S1Q80YR2MEARHW/joined
    config:
      show_outer_percentiles: true
      tables:
        output: true
      charts:
        output: true
    needs: [generate_measures_01GT24EY1R04S1Q80YR2MEARHW]
    outputs:
      moderately_sensitive:
        deciles_charts: output/01GT24EY1R04S1Q80YR2MEARHW/joined/deciles_*.*

  plot_measure_01GT24EY1R04S1Q80YR2MEARHW:
    run: >
      python:latest python analysis/plot_measures.py
        --breakdowns="sex,age"
        --output-dir output/01GT24EY1R04S1Q80YR2MEARHW
    needs: [generate_measures_01GT24EY1R04S1Q80YR2MEARHW]
    outputs:
      moderately_sensitive:
        measure: output/01GT24EY1R04S1Q80YR2MEARHW/plot_measure*.png

  event_counts_01GT24EY1R04S1Q80YR2MEARHW:
    run: >
      python:latest python analysis/event_counts.py --input_dir="output/01GT24EY1R04S1Q80YR2MEARHW/joined" --output_dir="output/01GT24EY1R04S1Q80YR2MEARHW"
    needs: [join_cohorts_01GT24EY1R04S1Q80YR2MEARHW]
    outputs:
      moderately_sensitive:
        measure: output/01GT24EY1R04S1Q80YR2MEARHW/event_counts.json

  create_notebook_01GT24EY1R04S1Q80YR2MEARHW:
    run: >
      python:latest python analysis/create_notebook.py
      --output-dir "output/01GT24EY1R04S1Q80YR2MEARHW"
      --codelist-1-description="None"
      --codelist-2-description="None"
      --codelist-1-link="https://codelists.opensafely.org/codelist/opensafely/dmards/2020-06-23"
      --codelist-2-link="https://codelists.opensafely.org/codelist/opensafely/medication-review-opensafely-service-restoration-observatory/24b50f64"
      --report-title="Medication Review Report"
      --measure-description="Medication Review"
      --population="all"
      --breakdowns="sex,age"
    outputs:
      moderately_sensitive:
        notebook: output/01GT24EY1R04S1Q80YR2MEARHW/report.ipynb

  generate_notebook_01GT24EY1R04S1Q80YR2MEARHW:
    run: jupyter:latest jupyter nbconvert /workspace/output/01GT24EY1R04S1Q80YR2MEARHW/report.ipynb --execute --to html --output-dir=/workspace/output/01GT24EY1R04S1Q80YR2MEARHW --ExecutePreprocessor.timeout=86400 --no-input
    needs: [create_notebook_01GT24EY1R04S1Q80YR2MEARHW, event_counts_01GT24EY1R04S1Q80YR2MEARHW, deciles_chart_01GT24EY1R04S1Q80YR2MEARHW, top_5_table_01GT24EY1R04S1Q80YR2MEARHW, plot_measure_01GT24EY1R04S1Q80YR2MEARHW]
    outputs:
      moderately_sensitive:
        notebook: output/01GT24EY1R04S1Q80YR2MEARHW/report.html

Timeline

Created: 2 years, 8 months ago 24 Feb 2023 16:35:26 UTC
Started: 2 years, 8 months ago 24 Feb 2023 16:52:09 UTC
Finished: 2 years, 8 months ago 25 Feb 2023 14:15:36 UTC
Runtime: 15:45:33

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

Job request

Status: Failed
Backend: TPP
Workspace: opensafely-internal-interactive
Requested by: George Hickman
Branch: main
Force run dependencies: Yes
Git commit hash: cb3b6e1
Requested actions: run_all

Code comparison

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