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	2022-08-20	1.9 kB	0
v0.11.0 source code.tar.gz	2022-08-20	700.4 kB	0
v0.11.0 source code.zip	2022-08-20	727.8 kB	0
Totals: 3 Items		1.4 MB	0

0.11.0-beta.7 - UI and CLI

Несовместимые изменения

Move datapipe.cli and datapipe.debug_ui to datapipe_app
Remove obsolete dependencies: requests and toml
Changed default of create_table parameters to False; now by default no tables will be created. Needed for Alembic migrations autogeneration

0.11.0-beta.6

Make gcsfs and s3fs dependencies optional
Remove poetry.lock from project

0.11.0-beta.5

Split run_changelist into run_changelist and run_steps_changelist

0.11.0-beta.4

Add create_meta_table flag in DataStore - controls automatic creation of meta tables.
Fix optionality for opentelemetry packages

0.11.0-beta.3

Relax dependencies for fsspec

0.11.0-beta.2

New table store: MilvusStore
fix: Fixed pipeline run with changlist by chunk_size

0.11.0-beta.1 - Realtime

Несовместимые изменения

Вернулся класс ComputeStep как основа вычислительного пайплайна
Введено понятие full и changelist обработки
batch_transform_wrapper переименован в do_full_batch_transform
Появился метод do_batch_transform который принимает итератор индексов и делает итерационную обработку
batch_generate_wrapper переименован в do_batch_generate
Исключения в do_batch_generate больше не скрываются
По всему коду параметр batchsize переименован в batch_size для консистентности с input_dts, change_list и тп
DataStore.get_process_ids переименован в get_full_process_ids
Добавлен метод get_change_list_process_ids

Source: README.md, updated 2022-08-20

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