Datapipe Files

Real-time, incremental ETL library for ML with record-level depend

Status: Alpha

Brought to you by: otatarinova

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Name	Modified	Size	InfoDownloads / Week
Parent folder
README.md	2023-07-19	975 Bytes	0
v0.13.0-alpha.3 source code.tar.gz	2023-07-19	604.1 kB	0
v0.13.0-alpha.3 source code.zip	2023-07-19	648.7 kB	0
Totals: 3 Items		1.3 MB	0

WIP 0.13.0

Major changes

Add datapipe.metastore.TransformMetaTable. Now each transform gets it's own meta table that tracks status of each transformation
Generalize BatchTransform and DatatableBatchTransform through BaseBatchTransformStep
Add transform_keys to *BatchTransform
Move changed idx computation out of DataStore to BaseBatchTransformStep
Add column priority to transform meta table, sort work by priority

New features

Add step reset-metadata CLI command
Add step fill-metadata CLI command that populates transform meta-table with all indices to process
Add helm chart for running regular loops in k8s as CronJob
Switch from vanilla tqdm to tqdm_loggable for better display in logs
Add step run-idx CLI command
Executors: datapipe.executor.SingleThreadExecutor, datapipe.executor.ray.RayExecutor

Bugfixes

Fix QdrantStore.read_rows when no idx is specified

Source: README.md, updated 2023-07-19

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