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Apache Spark

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Apache Spark is an open source distributed general-purpose cluster-computing framework. It provides an interface for programming entire clusters with implicit data parallelism and fault tolerance.

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  • Updated Apr 3, 2022
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  • Updated May 18, 2022
cube.js
leogodin217
leogodin217 commented Sep 17, 2021

Describe the bug
Using a time dimension on a runningTotal measure on Snowflake mixes quoted and unquoted columns in the query. This fails the query, because Snowflake has specific rules about quoted columns. Specifically:

  • All unquoted column names are treated as upper case
  • Quoted column names are case sensitive.

So "date_from" <> date_from

To Reproduce
Steps to reproduce

bug help wanted good first issue
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  • Updated Feb 8, 2022
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scottsand-db
scottsand-db commented Jun 22, 2022

Feature request

Overview

Currently, the DELETE operation returns an empty result. It would be more useful if it returned the number of deleted rows.

Motivation

The number of deleted rows is an obvious metric that users would want from a delete operation.

Further details

Currently, DeleteCommand.scala is explicitly returning an empty DataFrame [here](https://g

enhancement good first issue
shane-huang
shane-huang commented Jun 16, 2022

Problem:

The current log will output something like val_function_0 while it should be val_mean_squared_error_0.

Solution:

"val/{}_{}".format(type(metric).__name__, i) use the name of the type of metric (metric is an instance of torchmetrics.metric.Metric so the type of it is function), that's why the output looks like val_function_0. It should use the name of the metri

SynapseML
brunocous
brunocous commented Sep 2, 2020

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?

wanshicheng
wanshicheng commented Jun 23, 2021

Used Spark version
Spark Version: 2.4.4
Used Spark Job Server version
SJS version: v0.11.1

Deployed mode
client on Spark Standalone

Actual (wrong) behavior
I can't get config, when post a job with 'sync=true'. I got it:
http://localhost:8090/jobs/ff99479b-e59c-4215-b17d-4058f8d97d25/config
{"status":"ERROR","result":"No such job ID ff99479b-e59c-4215-b17d-4058f8d97d25"

bug good first issue

Created by Matei Zaharia

Released May 26, 2014

Repository
apache/spark
Website
spark.apache.org
Wikipedia
Wikipedia

Related Topics

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