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targets: Dynamic Function-Oriented Make-Like Declarative Pipelines for R |
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Use targets |
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Use targets with Target Markdown. |
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Reproducible example of |
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Scripts |
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Open the target script file for editing. |
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Set up GitHub Actions to run a targets pipeline |
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Write a helper R script. |
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Set up package dependencies for compatibility with |
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Write a target script file. |
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Configuration |
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Get configuration settings. |
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List projects. |
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Set configuration settings. |
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Unset configuration settings. |
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Read |
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Show |
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Get a target option. |
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Reset all target options. |
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Set target options. |
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Locally set target options. |
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Targets |
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Declare the rules that cue a target. |
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Declare a target. |
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Pipeline |
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Run a pipeline of targets. |
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Superseded. Run a pipeline with persistent |
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Superseded. Run a pipeline of targets in parallel with transient |
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Debug |
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Load globals for debugging, testing, and prototyping |
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Get a target's traceback |
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Load a locally saved workspace and seed for debugging. |
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Download a workspace from the cloud. |
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List locally saved target workspaces. |
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Storage |
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Define a custom target storage format. |
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Load the values of targets. |
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Load the values of all available targets. |
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List saved targets |
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Read a target's value from storage. |
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Content-addressable storage |
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Define a custom content-addressable storage (CAS) repository (an experimental feature). |
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Local content-addressable storage (CAS) repository (an experimental feature). |
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Local CAS garbage collection |
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Metadata |
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Get crew worker info. |
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Read a project's metadata. |
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Delete metadata. |
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download local metadata to the cloud. |
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Synchronize cloud metadata. |
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Upload local metadata to the cloud. |
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Get main process ID. |
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Get main process info. |
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Inspect |
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Code dependencies |
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Produce a data frame of information about your targets. |
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Check which targets are outdated. |
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Show the cue-by-cue status of each target. |
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Validate a pipeline of targets. |
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Visualize |
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Visualize an abridged fast dependency graph. |
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Return the vertices and edges of a pipeline dependency graph. |
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visNetwork dependency graph. |
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Clean |
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Delete target output values. |
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Destroy the data store. |
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Delete one or more metadata records (e.g. to rerun a target). |
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Remove targets that are no longer part of the pipeline. |
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List targets that |
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Remove target script helper files. |
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Delete cloud object version IDs from local metadata. |
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Progress |
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Repeatedly poll progress in the R console. |
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Shiny app to watch the dependency graph. |
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Shiny module server for tar_watch() |
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Shiny module UI for tar_watch() |
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Read progress. |
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Tabulate the progress of dynamic branches. |
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Summarize target progress. |
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List skipped targets. |
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List dispatched targets. |
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List completed targets. |
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List canceled targets. |
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List errored targets. |
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Time |
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List new targets |
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List old targets |
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Get the timestamp(s) of a target. |
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Existence |
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Check if target metadata exists. |
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Check if local output data exists for one or more targets. |
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Check if process metadata exists. |
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Check if progress metadata exists. |
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Check if the target script file exists. |
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Branching |
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Integer branch indexes |
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Branch names |
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Reconstruct the branch names and the names of their dependencies. |
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Emulate dynamic branching. |
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Resources |
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Target resources |
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Target resources: Amazon Web Services (AWS) S3 storage |
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Target resources: |
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Target resources: |
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Target resources for custom storage formats |
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Target resources: feather storage formats |
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Target resources: |
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Target resources: |
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Target resources: Google Cloud Platform (GCP) Google Cloud Storage (GCS) |
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Target resources for network file systems. |
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Target resources: parquet storage formats |
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Target resources: qs storage formats |
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Target resources for custom storage formats |
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Target resources: URL storage formats |
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Target Markdown |
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Target Markdown |
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Run if Target Markdown interactive mode is on. |
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Run if Target Markdown interactive mode is not on. |
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Choose code to run based on Target Markdown mode. |
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Pseudo-random number generation |
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Create a seed for a target. |
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Get the random number generator seed of the target currently running. |
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Set a seed to run a target. |
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Utilities |
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Show if the pipeline is running. |
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Superseded: exponential backoff |
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Identify the called |
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Cancel a target mid-execution under a custom condition. |
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For developers only: get the definition of the current target. |
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Select targets using their descriptions. |
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For developers only: get the environment of the current target. |
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Current storage format. |
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Group a data frame to iterate over subsets of rows. |
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Get the name of the target currently running. |
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Current target script path |
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Directory path to the support scripts of the current target script |
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Current data store path |
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Identify the file path where a target will be stored. |
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Run R scripts. |
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Unblock the pipeline process |
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Extending targets |
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Assertions |
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Conditions |
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Test code in a temporary directory. |
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