%global _empty_manifest_terminate_build 0 Name: python-vdk-trino Version: 0.4.824443273 Release: 1 Summary: Versatile Data Kit SDK plugin provides support for trino database and trino transformation templates. License: Apache Software License URL: https://github.com/vmware/versatile-data-kit Source0: https://mirrors.aliyun.com/pypi/web/packages/9b/c9/724a7603b3a28e2f7d33487038f2bb03ba87f8a57b9357f7117563029f44/vdk-trino-0.4.824443273.tar.gz BuildArch: noarch %description This plugin allows vdk-core to interface with and execute queries against a Trino database. Additionally, it can collect lineage data, assuming a lineage logger has been provided through the vdk-core configuration. # Usage Run ```bash pip install vdk-trino ``` After this data jobs will have access to Trino database connection managed by Versatile Data Kit SDK. If it is the only database plugin installed , vdk would automatically use it. Otherwise, users need to set VDK_DB_DEFAULT_TYPE=TRINO as an environment variable or set 'db_default_type' option in the data job config file (config.ini). For example ```python def run(job_input: IJobInput): job_input.execute_query("select 'Hi Trino!'") ``` ### Templates vdk-trino comes with pre-defined templates for SQL transformations * SCD1 - [Slowly Changing Dimension type 1](https://en.wikipedia.org/wiki/Slowly_changing_dimension#Type_1:_overwrite): - [See usage documentation here](src/vdk/plugin/trino/templates/load/dimension/scd1/README.md) * SCD2 - [Slowly Changing Dimension Type 2](https://en.wikipedia.org/wiki/Slowly_changing_dimension#Type_2:_add_new_row): - [See usage documentation here](src/vdk/plugin/trino/templates/load/dimension/scd2/README.md) ### Lineage The package gathers lineage data for all Trino SQL queries executed in a data job Other plugins can read that lineage data log it. They need to provide ILineageLogger implementation and hook this way: ```python @hookimpl def vdk_initialize(context: CoreContext) -> None: context.state.set(StoreKey[ILineageLogger]("trino-lineage-logger"), MyLogger()) ``` ### Ingestion This plugin allows users to [ingest](https://github.com/vmware/versatile-data-kit/blob/main/projects/vdk-core/src/vdk/api/job_input.py#L90) data to a Trino database, which can be preferable to inserting data manually as it automatically handles serializing, packaging and sending of the data asynchronously with configurable batching and throughput. To do so, you must set the expected variables to connect to Trino, plus the following environment variable: ```sh export VDK_INGEST_METHOD_DEFAULT=TRINO ``` Then, from inside the run function in a Python step, you can use the `send_object_for_ingestion` or `send_tabular_data_for_ingestion` methods to ingest your data. # Configuration Run vdk config-help - search for those prefixed with "TRINO_" to see what configuration options are available. # Testing Testing this plugin locally requires installing the dependencies listed in vdk-plugins/vdk-trino/requirements.txt Run ```bash pip install -r requirements.txt ``` %package -n python3-vdk-trino Summary: Versatile Data Kit SDK plugin provides support for trino database and trino transformation templates. Provides: python-vdk-trino BuildRequires: python3-devel BuildRequires: python3-setuptools BuildRequires: python3-pip %description -n python3-vdk-trino This plugin allows vdk-core to interface with and execute queries against a Trino database. Additionally, it can collect lineage data, assuming a lineage logger has been provided through the vdk-core configuration. # Usage Run ```bash pip install vdk-trino ``` After this data jobs will have access to Trino database connection managed by Versatile Data Kit SDK. If it is the only database plugin installed , vdk would automatically use it. Otherwise, users need to set VDK_DB_DEFAULT_TYPE=TRINO as an environment variable or set 'db_default_type' option in the data job config file (config.ini). For example ```python def run(job_input: IJobInput): job_input.execute_query("select 'Hi Trino!'") ``` ### Templates vdk-trino comes with pre-defined templates for SQL transformations * SCD1 - [Slowly Changing Dimension type 1](https://en.wikipedia.org/wiki/Slowly_changing_dimension#Type_1:_overwrite): - [See usage documentation here](src/vdk/plugin/trino/templates/load/dimension/scd1/README.md) * SCD2 - [Slowly Changing Dimension Type 2](https://en.wikipedia.org/wiki/Slowly_changing_dimension#Type_2:_add_new_row): - [See usage documentation here](src/vdk/plugin/trino/templates/load/dimension/scd2/README.md) ### Lineage The package gathers lineage data for all Trino SQL queries executed in a data job Other plugins can read that lineage data log it. They need to provide ILineageLogger implementation and hook this way: ```python @hookimpl def vdk_initialize(context: CoreContext) -> None: context.state.set(StoreKey[ILineageLogger]("trino-lineage-logger"), MyLogger()) ``` ### Ingestion This plugin allows users to [ingest](https://github.com/vmware/versatile-data-kit/blob/main/projects/vdk-core/src/vdk/api/job_input.py#L90) data to a Trino database, which can be preferable to inserting data manually as it automatically handles serializing, packaging and sending of the data asynchronously with configurable batching and throughput. To do so, you must set the expected variables to connect to Trino, plus the following environment variable: ```sh export VDK_INGEST_METHOD_DEFAULT=TRINO ``` Then, from inside the run function in a Python step, you can use the `send_object_for_ingestion` or `send_tabular_data_for_ingestion` methods to ingest your data. # Configuration Run vdk config-help - search for those prefixed with "TRINO_" to see what configuration options are available. # Testing Testing this plugin locally requires installing the dependencies listed in vdk-plugins/vdk-trino/requirements.txt Run ```bash pip install -r requirements.txt ``` %package help Summary: Development documents and examples for vdk-trino Provides: python3-vdk-trino-doc %description help This plugin allows vdk-core to interface with and execute queries against a Trino database. Additionally, it can collect lineage data, assuming a lineage logger has been provided through the vdk-core configuration. # Usage Run ```bash pip install vdk-trino ``` After this data jobs will have access to Trino database connection managed by Versatile Data Kit SDK. If it is the only database plugin installed , vdk would automatically use it. Otherwise, users need to set VDK_DB_DEFAULT_TYPE=TRINO as an environment variable or set 'db_default_type' option in the data job config file (config.ini). For example ```python def run(job_input: IJobInput): job_input.execute_query("select 'Hi Trino!'") ``` ### Templates vdk-trino comes with pre-defined templates for SQL transformations * SCD1 - [Slowly Changing Dimension type 1](https://en.wikipedia.org/wiki/Slowly_changing_dimension#Type_1:_overwrite): - [See usage documentation here](src/vdk/plugin/trino/templates/load/dimension/scd1/README.md) * SCD2 - [Slowly Changing Dimension Type 2](https://en.wikipedia.org/wiki/Slowly_changing_dimension#Type_2:_add_new_row): - [See usage documentation here](src/vdk/plugin/trino/templates/load/dimension/scd2/README.md) ### Lineage The package gathers lineage data for all Trino SQL queries executed in a data job Other plugins can read that lineage data log it. They need to provide ILineageLogger implementation and hook this way: ```python @hookimpl def vdk_initialize(context: CoreContext) -> None: context.state.set(StoreKey[ILineageLogger]("trino-lineage-logger"), MyLogger()) ``` ### Ingestion This plugin allows users to [ingest](https://github.com/vmware/versatile-data-kit/blob/main/projects/vdk-core/src/vdk/api/job_input.py#L90) data to a Trino database, which can be preferable to inserting data manually as it automatically handles serializing, packaging and sending of the data asynchronously with configurable batching and throughput. To do so, you must set the expected variables to connect to Trino, plus the following environment variable: ```sh export VDK_INGEST_METHOD_DEFAULT=TRINO ``` Then, from inside the run function in a Python step, you can use the `send_object_for_ingestion` or `send_tabular_data_for_ingestion` methods to ingest your data. # Configuration Run vdk config-help - search for those prefixed with "TRINO_" to see what configuration options are available. # Testing Testing this plugin locally requires installing the dependencies listed in vdk-plugins/vdk-trino/requirements.txt Run ```bash pip install -r requirements.txt ``` %prep %autosetup -n vdk-trino-0.4.824443273 %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-vdk-trino -f filelist.lst %dir %{python3_sitelib}/* %files help -f doclist.lst %{_docdir}/* %changelog * Fri Jun 09 2023 Python_Bot - 0.4.824443273-1 - Package Spec generated