big-query-kusto-client

v0.3.0

Wrapper around azure-kusto client to facilitate bringing BIG query results while avoiding hitting the limits For more information about how to use this package see README

Latest version published 10 months ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

56 / 100

security
No known security issues
popularity
Limited
maintenance
Inactive
community
Limited

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Popularity

Limited

GitHub Stars: 0
Forks: 0
Contributors: 2

Direct Usage Popularity

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Security

No known security issues

Security and license risk for latest version

Release Date: Jan 29, 2024
Direct Vulnerabilities: 0
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Indirect Vulnerabilities: 0
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0
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License Risk: 0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

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Maintenance

Inactive

Commit Frequency

Open Issues: 0
Open PR: 0
Last Release: 10 months ago
Last Commit: 10 months ago

Further analysis of the maintenance status of big-query-kusto-client based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

We found that big-query-kusto-client demonstrates a positive version release cadence with at least one new version released in the past 12 months.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Limited

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 2
Funding: No

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Package

Python Versions Compatibility: >=3.9,<4.0

Age: 1 year
Latest Release: 10 months ago
Dependencies: 3 Direct
Versions: 7
Maintainers: 1
Wheels: OS Independent

Readme

big-query-kusto-client

Package to facilitate the gathering of big datasets from Azure Data Explorer by paginating

Usage

from bigquerykustoclient import BigQueryKustoClient

# Resolve the KQL client how ever you see fit
kusto = build_kusto_client()

# pass it on the constructor
# and much better using with:

with BigQueryKustoClient(kusto) as client:
    df: pandas.DataFrame = client.execute_query(
        db='ContosoSales',
        query= 'SaltesTable | order by DateKey, ProductKey, CustomerKey',
        optimal_page=True
    )

len(df)  # Will give you the amount of rows it broght for you

Important Note

For this to work it is required that the query imposes an order on the results, no matter what column you use but an | order by operator must be in the query.

Other considerations

The package uses this other values from the system for its configuration. It tries to keep sensible defaults:

ADX_RECORDS_LIMIT=500000  # Limit of amount of rows in ADX
ADX_SIZE_IN_BYTES_LIMIT=67108864  # 64MB limit of size of result
BQKC_PAGE_SIZE=100000  # Default pagesize that we'll use to paginate the results
BQKC_SQ_PREFIX=BigQueryKustoClient  # A prefix that will be used as namespace for the queries

BQKC_PAGE_SIZE will get overridden if the parameter optimal_page=True is used. When done so, the pacakge will try to determine the biggest possible size of page to use.

big-query-kusto-client dependencies

azure-kusto-data pandas tenacity

FAQs

What is big-query-kusto-client?

Wrapper around azure-kusto client to facilitate bringing BIG query results while avoiding hitting the limits. Visit Snyk Advisor to see a full health score report for big-query-kusto-client, including popularity, security, maintenance & community analysis.

Is big-query-kusto-client popular?

The python package big-query-kusto-client receives a total of 183 weekly downloads. As such, big-query-kusto-client popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is big-query-kusto-client well maintained?

We found indications that big-query-kusto-client is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is big-query-kusto-client safe to use?

The python package big-query-kusto-client was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 30 November-2024, at 05:25 (UTC).

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Readme

big-query-kusto-client

Usage

Important Note

Other considerations

big-query-kusto-client dependencies

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