viewCharacterization - Interactively view the characterization results

This is a shiny app for viewing interactive plots and tables

Usage

viewCharacterization(resultFolder, cohortDefinitionSet = NULL)

Arguments

resultFolder

The location of the csv results

cohortDefinitionSet

The cohortDefinitionSet extracted using webAPI

Value

Opens a shiny app for interactively viewing the results

Details

Input is the output of ...

Examples

conDet <- exampleOmopConnectionDetails()

tteSet <- createTimeToEventSettings(
studyPopulationSettings = createStudyPopulationSettings(
  targetIds = c(1,2)
  ),
  outcomeIds = 3
)

cSet <- createCharacterizationSettings(
  timeToEventSettings = tteSet
)

runCharacterizationAnalyses(
  connectionDetails = conDet,
  targetDatabaseSchema = 'main',
  targetTable = 'cohort',
  outcomeDatabaseSchema = 'main',
  outcomeTable = 'cohort',
  cdmDatabaseSchema = 'main',
  characterizationSettings = cSet,
  outputDirectory = file.path(tempdir(),'view')
)
#> Creating directory /tmp/RtmprMs2gk/view
#> Creating directory /tmp/RtmprMs2gk/view/execution
#> Connecting using SQLite driver
#> Extracting cohort jobs
#> Adding 1 Target Cohort Jobs containing 2 targets
#> Inserting data took 0.0113 secs
#> Executing SQL took 0.00724 secs
#> Creating new cluster
#> Creating Target Cohorts
#> Connecting using SQLite driver
#> Creating Targets: took 0.1 secs
#> Connecting using SQLite driver
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> Disconnected Andromeda. This data object can no longer be used
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> Disconnected Andromeda. This data object can no longer be used
#> Creating new cluster
#> Connecting using SQLite driver
#> Uploading #cohort_settings
#> Inserting data took 0.0072 secs
#> Computing time to event results
#> Executing SQL took 0.0257 secs
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> Computing time-to-event for 2 T-O pairs took 0.207 secs
#> exporting to andromeda
#> Disconnected Andromeda. This data object can no longer be used
#> Removing any existing results in outputFolder directory
#> Loading andromeda result at /tmp/RtmprMs2gk/view/execution/target_attrition
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> Loading andromeda result at /tmp/RtmprMs2gk/view/execution/target_counts
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> Loading andromeda result at /tmp/RtmprMs2gk/view/execution/tte_1
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.
#> duckdb keeps downloaded extensions and secrets in a temporary directory:
#> ℹ /tmp/RtmprMs2gk/duckdb
#> This is removed when the R session ends.
#> • Extensions are re-downloaded each session.
#> • Secrets are lost.
#> ℹ Run duckdb(shared_home = TRUE) (or create ~/.duckdb) to keep them (suitable for most users).
#> ℹ Run duckdb(shared_home = FALSE) to accept the temporary directory (and silence this message).
#> ℹ See ?duckdb_storage for details and alternatives.

# interactive shiny app
if (FALSE) { # \dontrun{
viewCharacterization(
  resultFolder = file.path(tempdir(),'view')
)
} # }