Dynamic Fan-out | Iterating over a field of a list | Iterating over multiple fields simultaneously | Fan-in (Collect) | Fan-out into Fan-in
Package: maestro 1.2.0
maestro: Orchestration of Data Pipelines
Framework for creating and orchestrating data pipelines. Organize, orchestrate, and monitor multiple pipelines in a single project. Use tags to decorate functions with scheduling parameters and configuration.
Authors:
maestro_1.2.0.tar.gz
maestro_1.2.0.zip(r-4.7)maestro_1.2.0.zip(r-4.6)maestro_1.2.0.zip(r-4.5)
maestro_1.2.0.tgz(r-4.6-any)maestro_1.2.0.tgz(r-4.5-any)
maestro_1.2.0.tar.gz(r-4.7-any)maestro_1.2.0.tar.gz(r-4.6-any)
maestro_1.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
maestro/json (API)
| # Install 'maestro' in R: |
| install.packages('maestro', repos = c('https://whipson.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/whipson/maestro/issues
Pkgdown/docs site:https://whipson.github.io
Last updated from:40d8343a3f. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 164 | ||
| source / vignettes | OK | 215 | ||
| linux-release-x86_64 | OK | 168 | ||
| macos-release-arm64 | OK | 322 | ||
| macos-oldrel-arm64 | OK | 222 | ||
| windows-devel | OK | 157 | ||
| windows-release | OK | 144 | ||
| windows-oldrel | OK | 160 | ||
| wasm-release | OK | 169 |
Exports:build_schedulecreate_maestrocreate_pipelineget_artifactsget_flagsget_labelsget_networkget_run_sequenceget_scheduleget_slot_usageget_statusinvokelast_build_errorslast_run_errorslast_run_messageslast_run_warningsrun_schedulesuggest_orch_frequency
Dependencies:brewcallrclicommonmarkcpp11descdplyrevaluatefsgenericsgluehighrknitrlifecycleloggerlubridatemagrittrotelpillarpkgbuildpkgconfigpkgloadprocessxpspurrrR.methodsS3R.ooR.utilsR6rlangroxygen2rprojroottibbletictoctidyselecttimechangeutf8vctrswithrxfunxml2yaml
Advanced DAGs - Dynamic Fan-out and Collect
Last update: 2026-06-15
Started: 2026-06-15
Directed Acyclic Graphs (DAGs)
ETL Example
Last update: 2026-06-15
Started: 2025-05-02
Maestro Tag Reference
Basic Tags | maestroFrequency | maestroStartTime | maestroTz | maestroLogLevel | maestroFlags | maestroLabel | Specifier Tags | maestroHours | maestroDays | maestroMonths | DAG Tags | maestroInputs | maestroMap | maestroOutputs | Advanced Tags | maestroSkip | maestroPriority | maestroRunIf | maestro
Last update: 2026-06-15
Started: 2025-05-02
Deployment
Local Deployment using Cron/Task Manager | Cron | Task Scheduler | Limitations | Posit Connect | Cloud | Serverless Cloud | Final Considerations
Last update: 2026-04-20
Started: 2025-05-02
Motivation and Concepts
What is maestro? | Why do I need maestro? | Pipelines | Scheduled Batch Processing | Orchestrator | Rounded Scheduling | Comparison with other packages | {R} targets | {Python} dagster | When to not use maestro? | Streaming and Event-driven | Hundreds of pipelines | High frequency jobs | Multiple languages (R + Python)
Last update: 2026-04-20
Started: 2024-12-05
Quick Start
Project Setup | Pipelines | Anatomy of a Pipeline | Adding New Pipelines | Orchestrator | Anatomy of the Orchestrator
Last update: 2026-04-16
Started: 2024-05-30
Advanced Scheduling
Stateless Execution | Rounded Scheduling | How often should I schedule my orchestrator? | Example 1 | Example 2 | Irregular Schedules | Hours of the day | Days of week/days of month | Months of year | Final Remarks
Last update: 2026-04-14
Started: 2025-05-02
Logging
Conditions in R: Message, Warning, Error | Log to File | Log to Console | Log Levels | Other Loggers
Last update: 2026-01-28
Started: 2025-05-02
Conditional Pipelines
Simple Conditional | DAG Conditionals | Resource Conditionals
Last update: 2025-10-28
Started: 2025-10-28
