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author | CoprDistGit <infra@openeuler.org> | 2023-05-31 05:39:49 +0000 |
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committer | CoprDistGit <infra@openeuler.org> | 2023-05-31 05:39:49 +0000 |
commit | 6897a9dc483b4bdf2133f1f105af49cd00f0ac23 (patch) | |
tree | 4055c7776dcd1ad94f1aa5c7e374798dc2b5ccd4 | |
parent | e3bef835e388d6e122eab51ec970925d2c1c2df1 (diff) |
automatic import of python-vdk-trino
-rw-r--r-- | .gitignore | 1 | ||||
-rw-r--r-- | python-vdk-trino.spec | 261 | ||||
-rw-r--r-- | sources | 1 |
3 files changed, 263 insertions, 0 deletions
@@ -0,0 +1 @@ +/vdk-trino-0.4.824443273.tar.gz diff --git a/python-vdk-trino.spec b/python-vdk-trino.spec new file mode 100644 index 0000000..2261275 --- /dev/null +++ b/python-vdk-trino.spec @@ -0,0 +1,261 @@ +%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.nju.edu.cn/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 +* Wed May 31 2023 Python_Bot <Python_Bot@openeuler.org> - 0.4.824443273-1 +- Package Spec generated @@ -0,0 +1 @@ +ab83187c407c2d2ffe2bb253ef4c6088 vdk-trino-0.4.824443273.tar.gz |