Alexander Guschin
Alexander Guschin
@omesser do you think we need this? We are 50/50. We have `load_meta(...)` that's going to be the same as `load(..., as_meta=True)`
For the reference, there is Airflow extension that adds support for DVC operations: https://github.com/covid-genomics/airflow-dvc
UPD: we can take a look at other orchestration tools (dagster, prefect, etc.)
Posting here a short discussion with @mike0sv: - `mlem apply model hdfs://…` should work already thanks to fsspec - need to check this though - if map-reduce saved many files...
One issue I found: when you want to build a docker image for Batch Scoring scenario, you absolutely need to specify `--server` option. Why? Let's either specify `fastapi` as default...
For reference, a product similar to MLEM that does export to Airflow Pipelines. Need to take a deeper look at it https://docs.lineapy.org/en/latest/guide/build_pipelines/pipeline_basics.html
Maybe there should be a arg that controls this: `mlem.api.save(..., sample_store_index=False)`?
Hi @tnjordan! This workaround uses MLEM's builder declaration. You could read about them in GS, [for example here](https://mlem.ai/doc/get-started/building). First, declare a builder ```shell $ mlem declare builder docker -c server.type=fastapi...
@tnjordan, this is due to `typer`'s new release breaking our code. I've pinned the typer version in MLEM's `setup.py`. Could you please install the latest MLEM version? I've made a...
Great to hear that worked for you! Btw, I've made another release, 0.2.7, and I can see it on PyPi.