This page shows the technical details of what happened when authorised researcher Millie Green requested one or more actions to be run against real patient data in the project, within a secure environment.
By cross-referencing the indicated Requested Actions with the
Pipeline section below, you can infer what
security level
various outputs were written to. Outputs marked as
highly_sensitive
can never be viewed directly by a researcher; they can only
request that code runs against them. Outputs marked as
moderately_sensitive
can be viewed by an approved researcher by logging into a highly
secure environment. Only outputs marked as
moderately_sensitive
can be requested for release to the public, via a controlled
output review service.
Jobs
-
- Job identifier:
-
mi6yo54hfovsdhjv
-
- Job identifier:
-
njqcvl6gz5rnxb6l
-
- Job identifier:
-
hqjwedbztfjrjnzb
-
- Job identifier:
-
xonhri3bkyfbz5xc
-
- Job identifier:
-
ksv4pcw3cwyi3yon
-
- Job identifier:
-
vil56di3wgny7mpr
-
- Job identifier:
-
vrnmpmbqskqs2gdd
-
- Job identifier:
-
ywey3qu6jupsfabk
Pipeline
Show project.yaml
################################################################################
#
# Description: This script defines the project pipeline - it specifys the
# execution orders for all the code in this repo using a series of
# actions.
#
# Author(s): M Green
# Date last updated: 15/02/2022
#
################################################################################
version: '3.0'
expectations:
population_size: 100000
actions:
# Extract data ----
extract_data:
run: cohortextractor:latest generate_cohort --study-definition study_definition --output-dir=output/data --output-format=csv.gz
outputs:
highly_sensitive:
cohort: output/data/input.csv.gz
extract_stp_data:
run: cohortextractor:latest generate_cohort --study-definition study_definition_stp --output-dir=output/data --output-format=csv.gz
outputs:
highly_sensitive:
cohort: output/data/input_stp.csv.gz
# Data processing ----
data_process:
run: r:latest analysis/process/process_data.R
needs: [extract_data]
outputs:
highly_sensitive:
data: output/data/data_processed*.rds
# Data summaries ----
data_properties:
run: r:latest analysis/descriptive/data_properties.R output/data/data_processed.rds output/data_properties
needs: [data_process]
outputs:
moderately_sensitive:
cohort: output/data_properties/data_processed*.txt
# Sensitivity anslysis ----
sa_symptomatic_test:
run: r:latest -e 'rmarkdown::render("analysis/descriptive/sa_symptomatic_test.Rmd", knit_root_dir = "/workspace", output_dir="/workspace/output/coverage")'
needs: [data_process]
outputs:
moderately_sensitive:
html: output/coverage/sa_symptomatic_test.html
# Report ----
report_data:
run: r:latest analysis/descriptive/coverage_report_data.R
needs: [data_process]
outputs:
moderately_sensitive:
redacted_tables: output/coverage/table_*.csv
unredacted_tables: output/coverage/for-checks/table_*.csv
# Variation by STP ----
stp_report:
run: r:latest -e 'rmarkdown::render("analysis/descriptive/mabs-and-avs-by-stp.Rmd", knit_root_dir = "/workspace", output_dir="/workspace/output/variation")'
needs: [data_process, extract_stp_data]
outputs:
moderately_sensitive:
html: output/variation/mabs-and-avs-by-stp.html
figures: output/variation/figure_*.csv
csvs: output/variation/table_*.csv
# Obs vs exp ----
obs_vs_exp_report:
run: r:latest -e 'rmarkdown::render("analysis/descriptive/obs-vs-exp.Rmd", knit_root_dir = "/workspace", output_dir="/workspace/output/variation")'
needs: [data_process]
outputs:
moderately_sensitive:
html: output/variation/obs-vs-exp.html
# SGTF ----
sgtf_report:
run: r:latest -e 'rmarkdown::render("analysis/descriptive/sgtf.Rmd", knit_root_dir = "/workspace", output_dir="/workspace/output/coverage")'
needs: [data_process]
outputs:
moderately_sensitive:
html: output/coverage/sgtf.html
Timeline
-
Created:
-
Started:
-
Finished:
-
Runtime: 06:20:03
These timestamps are generated and stored using the UTC timezone on the backend.
Job information
- Status
-
Succeeded
- Backend
- TPP
- Workspace
- mabs-report
- Requested by
- Millie Green
- Branch
- report
- Force run dependencies
- No
- Git commit hash
- f97dd78
- Requested actions
-
-
extract_data
-
extract_stp_data
-
data_process
-
data_properties
-
sa_symptomatic_test
-
report_data
-
stp_report
-
obs_vs_exp_report
-