big-data

Is your feature request related to a problem? Please describe.
Many static type checkers have issues finding Cython's stubs.
Here is from running mypy on my current project:

error: Skipping analyzing "cython": found module but no type hints or library stubs

The same issue can be seen when using import Cython as cython:

error: Skipping analyzing "Cython": found module but 

Problem:

_catboost.pyx in _catboost._set_features_order_data_pd_data_frame()

_catboost.pyx in _catboost.get_cat_factor_bytes_representation()

CatBoostError: Invalid type for cat_feature[non-default value idx=1,feature_idx=336]=2.0 : cat_features must be integer or string, real number values and NaN values should be converted to string.

Could you also print a feature name, not o

Add checks, similar to in RenameMaterializedViewTask, that the target table or view or materialized view does not exist in the RenameTableTask and RenameViewTask

Describe the bug
The IMap.get() call will be blocked forever when a com.datastax.oss.driver.api.core.NoNodeAvailableException is thrown from the MapStore.

Setup:
Hazelcast v5.1.1
Cassandra SDK v4.14.1
Client-server setup
Read through cache, Cassandra DB gets called on a cache miss.

Test scenario: Read through cache, Cassandra server is down:

We tested the scenario whe

Feature request

Overview

SBT tests currently run sequentially. It would be good to reduce the total test runtime by parallelizing the SBT tests.

Motivation

SBT tests are taking longer and longer. This is not scalable. While we have already split various version of Scala tests into two CI builds in the repo, each build takes a long time. This is a burden for local testing as

... to make it easier to read Vespa documentation on an e-reader / offline

Vespa documentation is generated using Jekyll from .md and .html files, look into options for generating the artifact as part of site generation (there might be plugins we can use here)

Use case:

Get the total duration over many events. Something like select sum(age(ended, started)) from myevents or select sum(ended - started) from myevents - depending on crate/crate#12479

See https://github.com/crate/crate/blob/dc3ce297b1597d482949a2e57479890feb3adbf4/server/src/main/java/io/crate/execution/engine/aggregation/impl/SumAggregation.java#L67

I have a simple regression task (using a LightGBMRegressor) where I want to penalize negative predictions more than positive ones. Is there a way to achieve this with the default regression LightGBM objectives (see https://lightgbm.readthedocs.io/en/latest/Parameters.html)? If not, is it somehow possible to define (many example for default LightGBM model) and pass a custom regression objective?

Is your feature request related to a problem? Please describe.
The Pydantic errors can be very annoying to debug when the error messages are not explicit or (as often seen) completely missing. I provide two specific examples bellow but many more can be found throughout the codebase.

Describe the solution you'd like
Always include explicit error messages to all Pydating validation chec