Schedules as automations#2293
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The scheduling job creators accept an optional trigger dict (stored as job meta data), like the forecasting pipeline already does. The API trigger endpoint records origin API; the CLI and automations follow in the next commit. The status page's 'Created Via' column picks this up automatically. Part of #2288 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Rbix8k1JfeUWNXEmHEZVpX
Automations now also support the 'schedules' type: - `flexmeasures add automation --type schedules` validates the parameters as a schedule trigger message (per the AssetTriggerSchema, as accepted by the API trigger endpoint, without the asset id). The schedule 'start' may be omitted, in which case each run schedules from the run time (floored to the message's resolution, if given) — a fixed start draws a warning. - The runner dispatches schedules automations to the same job creators as the API trigger endpoint (sequential or simultaneous), recording trigger meta data (origin automation) on the queued jobs; `flexmeasures add schedule --as-job` now records origin CLI. - Job stats for schedules automations are counted from the scheduling job cache (asset-level wrap-up jobs and per-sensor device jobs). - The UI automations page's Schedules tab is now enabled, with automations filtered by type per tab. Part of #2288 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Rbix8k1JfeUWNXEmHEZVpX
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Rbix8k1JfeUWNXEmHEZVpX
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Description
Milestone 2 of #2288 (stacked on #2290): automations can now compute schedules on a recurring basis, alongside forecasts.
flexmeasures add automation --type schedulesvalidates the parameters as a schedule trigger message (AssetTriggerSchema, i.e. what[POST] /assets/(id)/schedules/triggeraccepts, without the asset id). Omittingstartmakes each run schedule from the run time (floored to the message'sresolution, if given); a fixedstartdraws a warning since every run would compute the same period.duration) suffices when the flex config lives on the asset.triggerdict stored as job meta; the API trigger endpoint recordsAPI,flexmeasures add schedule --as-jobrecordsCLI, and automations recordautomation+ id. The status page's Created Via column picks this up automatically.How to test
Tests:
pytest flexmeasures/cli/tests/test_automations.py flexmeasures/data/tests/test_automations.py flexmeasures/api/v3_0/tests/test_asset_schedules_fresh_db.pyNotes for review
force_new_job_creationfrom stored parameters is passed through; identical stored messages with a fixedstartwould otherwise dedupe via the job cache.🤖 Generated with Claude Code
https://claude.ai/code/session_01Rbix8k1JfeUWNXEmHEZVpX