%global _empty_manifest_terminate_build 0 Name: python-pykusto Version: 0.2.0 Release: 1 Summary: Advanced python SDK for Azure Data Explorer License: MIT License URL: https://github.com/Azure/pykusto Source0: https://mirrors.nju.edu.cn/pypi/web/packages/89/04/bbed59d5e6983563707fafe81f889769bd4344d7e4a1af40debdfacd980a/pykusto-0.2.0.tar.gz BuildArch: noarch Requires: python3-redo Requires: python3-azure-kusto-data Requires: python3-pandas Requires: python3-pytest Requires: python3-pytest-cov Requires: python3-flake8 Requires: python3-typeguard %description # Introduction _pykusto_ is an advanced Python SDK for Azure Data Explorer (a.k.a. Kusto). Started as a project in the 2019 Microsoft Hackathon. [![PyPI version](https://badge.fury.io/py/pykusto.svg)](https://badge.fury.io/py/pykusto) [![Downloads](https://pepy.tech/badge/pykusto)](https://pepy.tech/project/pykusto) # Getting Started ### Installation Default installation: ```bash pip install pykusto ``` With dependencies required for running the tests: ```bash pip install pykusto[test] ``` Without dependencies which are not needed in PySpark: ```bash pip install pykusto --global-option pyspark ``` ### Basic usage ```python from datetime import timedelta from pykusto import PyKustoClient, Query # Connect to cluster with AAD device authentication # Databases, tables, and columns are auto-retrieved client = PyKustoClient('https://help.kusto.windows.net') # Show databases print(tuple(client.get_databases_names())) # Show tables in 'Samples' database print(tuple(client.Samples.get_table_names())) # Connect to 'StormEvents' table t = client.Samples.StormEvents # Build query ( Query(t) # Access columns using table variable .project(t.StartTime, t.EndTime, t.EventType, t.Source) # Specify new column name using Python keyword argument .extend(Duration=t.EndTime - t.StartTime) # Python types are implicitly converted to Kusto types .where(t.Duration > timedelta(hours=1)) .take(5) # Output to pandas dataframe .to_dataframe() ) ``` ### Retrying failed queries ```python # Turn on retrying for all queries from pykusto import PyKustoClient, RetryConfig, Query client = PyKustoClient( "https://help.kusto.windows.net", retry_config=RetryConfig() # Use default retry config ) # Override retry config for specific query Query(client.Samples.StormEvents).take(5).to_dataframe( retry_config=RetryConfig(attempts=3, sleep_time=1, max_sleep_time=600, sleep_scale=2, jitter=1) ) ``` # Contributing This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com. When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA. This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments. %package -n python3-pykusto Summary: Advanced python SDK for Azure Data Explorer Provides: python-pykusto BuildRequires: python3-devel BuildRequires: python3-setuptools BuildRequires: python3-pip %description -n python3-pykusto # Introduction _pykusto_ is an advanced Python SDK for Azure Data Explorer (a.k.a. Kusto). Started as a project in the 2019 Microsoft Hackathon. [![PyPI version](https://badge.fury.io/py/pykusto.svg)](https://badge.fury.io/py/pykusto) [![Downloads](https://pepy.tech/badge/pykusto)](https://pepy.tech/project/pykusto) # Getting Started ### Installation Default installation: ```bash pip install pykusto ``` With dependencies required for running the tests: ```bash pip install pykusto[test] ``` Without dependencies which are not needed in PySpark: ```bash pip install pykusto --global-option pyspark ``` ### Basic usage ```python from datetime import timedelta from pykusto import PyKustoClient, Query # Connect to cluster with AAD device authentication # Databases, tables, and columns are auto-retrieved client = PyKustoClient('https://help.kusto.windows.net') # Show databases print(tuple(client.get_databases_names())) # Show tables in 'Samples' database print(tuple(client.Samples.get_table_names())) # Connect to 'StormEvents' table t = client.Samples.StormEvents # Build query ( Query(t) # Access columns using table variable .project(t.StartTime, t.EndTime, t.EventType, t.Source) # Specify new column name using Python keyword argument .extend(Duration=t.EndTime - t.StartTime) # Python types are implicitly converted to Kusto types .where(t.Duration > timedelta(hours=1)) .take(5) # Output to pandas dataframe .to_dataframe() ) ``` ### Retrying failed queries ```python # Turn on retrying for all queries from pykusto import PyKustoClient, RetryConfig, Query client = PyKustoClient( "https://help.kusto.windows.net", retry_config=RetryConfig() # Use default retry config ) # Override retry config for specific query Query(client.Samples.StormEvents).take(5).to_dataframe( retry_config=RetryConfig(attempts=3, sleep_time=1, max_sleep_time=600, sleep_scale=2, jitter=1) ) ``` # Contributing This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com. When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA. This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments. %package help Summary: Development documents and examples for pykusto Provides: python3-pykusto-doc %description help # Introduction _pykusto_ is an advanced Python SDK for Azure Data Explorer (a.k.a. Kusto). Started as a project in the 2019 Microsoft Hackathon. [![PyPI version](https://badge.fury.io/py/pykusto.svg)](https://badge.fury.io/py/pykusto) [![Downloads](https://pepy.tech/badge/pykusto)](https://pepy.tech/project/pykusto) # Getting Started ### Installation Default installation: ```bash pip install pykusto ``` With dependencies required for running the tests: ```bash pip install pykusto[test] ``` Without dependencies which are not needed in PySpark: ```bash pip install pykusto --global-option pyspark ``` ### Basic usage ```python from datetime import timedelta from pykusto import PyKustoClient, Query # Connect to cluster with AAD device authentication # Databases, tables, and columns are auto-retrieved client = PyKustoClient('https://help.kusto.windows.net') # Show databases print(tuple(client.get_databases_names())) # Show tables in 'Samples' database print(tuple(client.Samples.get_table_names())) # Connect to 'StormEvents' table t = client.Samples.StormEvents # Build query ( Query(t) # Access columns using table variable .project(t.StartTime, t.EndTime, t.EventType, t.Source) # Specify new column name using Python keyword argument .extend(Duration=t.EndTime - t.StartTime) # Python types are implicitly converted to Kusto types .where(t.Duration > timedelta(hours=1)) .take(5) # Output to pandas dataframe .to_dataframe() ) ``` ### Retrying failed queries ```python # Turn on retrying for all queries from pykusto import PyKustoClient, RetryConfig, Query client = PyKustoClient( "https://help.kusto.windows.net", retry_config=RetryConfig() # Use default retry config ) # Override retry config for specific query Query(client.Samples.StormEvents).take(5).to_dataframe( retry_config=RetryConfig(attempts=3, sleep_time=1, max_sleep_time=600, sleep_scale=2, jitter=1) ) ``` # Contributing This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com. When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA. This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments. %prep %autosetup -n pykusto-0.2.0 %build %py3_build %install %py3_install install -d -m755 %{buildroot}/%{_pkgdocdir} if [ -d doc ]; then cp -arf doc %{buildroot}/%{_pkgdocdir}; fi if [ -d docs ]; then cp -arf docs %{buildroot}/%{_pkgdocdir}; fi if [ -d example ]; then cp -arf example %{buildroot}/%{_pkgdocdir}; fi if [ -d examples ]; then cp -arf examples %{buildroot}/%{_pkgdocdir}; fi pushd %{buildroot} if [ -d usr/lib ]; then find usr/lib -type f -printf "/%h/%f\n" >> filelist.lst fi if [ -d usr/lib64 ]; then find usr/lib64 -type f -printf "/%h/%f\n" >> filelist.lst fi if [ -d usr/bin ]; then find usr/bin -type f -printf "/%h/%f\n" >> filelist.lst fi if [ -d usr/sbin ]; then find usr/sbin -type f -printf "/%h/%f\n" >> filelist.lst fi touch doclist.lst if [ -d usr/share/man ]; then find usr/share/man -type f -printf "/%h/%f.gz\n" >> doclist.lst fi popd mv %{buildroot}/filelist.lst . mv %{buildroot}/doclist.lst . %files -n python3-pykusto -f filelist.lst %dir %{python3_sitelib}/* %files help -f doclist.lst %{_docdir}/* %changelog * Fri May 05 2023 Python_Bot - 0.2.0-1 - Package Spec generated