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+/koza-0.3.1.tar.gz
diff --git a/python-koza.spec b/python-koza.spec
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+%global _empty_manifest_terminate_build 0
+Name: python-koza
+Version: 0.3.1
+Release: 1
+Summary: Data transformation framework for LinkML data models
+License: BSD License
+URL: https://pypi.org/project/koza/
+Source0: https://mirrors.nju.edu.cn/pypi/web/packages/b1/dd/8620d2612ca2c6b8a942760358e79cac25939d6761e68411694c2d781cb6/koza-0.3.1.tar.gz
+BuildArch: noarch
+
+Requires: python3-linkml-validator
+Requires: python3-pydantic
+Requires: python3-pyyaml
+Requires: python3-requests
+Requires: python3-ordered-set
+Requires: python3-typer
+Requires: python3-typer-cli
+Requires: python3-loguru
+
+%description
+# Koza - a data transformation framework
+
+[![Pyversions](https://img.shields.io/pypi/pyversions/koza.svg)](https://pypi.python.org/pypi/koza)
+[![PyPi](https://img.shields.io/pypi/v/koza.svg)](https://pypi.python.org/pypi/koza)
+![Github Action](https://github.com/monarch-initiative/koza/actions/workflows/build.yml/badge.svg)
+
+![pupa](docs/img/pupa.png)
+
+[**Documentation**](https://koza.monarchinitiative.org/ )
+
+_Disclaimer_: Koza is in beta; we are looking for beta testers
+
+### Overview
+ - Transform csv, json, yaml, jsonl, and xml and converting them to a target csv, json, or jsonl format based on your dataclass model.
+ - Koza also can output data in the [KGX format](https://github.com/biolink/kgx/blob/master/specification/kgx-format.md#kgx-format-as-tsv)
+ - Write data transforms in semi-declarative Python
+ - Configure source files, expected columns/json properties and path filters, field filters, and metadata in yaml
+ - Create or import mapping files to be used in ingests (eg id mapping, type mappings)
+ - Create and use translation tables to map between source and target vocabularies
+
+### Installation
+Koza is available on PyPi and can be installed via pip/pipx:
+```
+[pip|pipx] install koza
+```
+
+### Usage
+
+**NOTE: As of version 0.2.0, there is a new method for getting your ingest's `KozaApp` instance. Please see the [updated documentation](https://koza.monarchinitiative.org/Usage/configuring_ingests/#transform-code) for details.**
+
+See the [Koza documentation](https://koza.monarchinitiative.org/) for usage information
+
+### Try the Examples
+
+#### Validate
+
+Give Koza a local or remote csv file, and get some basic information (headers, number of rows)
+
+```bash
+koza validate \
+ --file https://raw.githubusercontent.com/monarch-initiative/koza/main/examples/data/string.tsv \
+ --delimiter ' '
+```
+
+Sending a json or jsonl formatted file will confirm if the file is valid json or jsonl
+
+```bash
+koza validate \
+ --file ./examples/data/ZFIN_PHENOTYPE_0.jsonl.gz \
+ --format jsonl
+```
+
+```bash
+koza validate \
+ --file ./examples/data/ddpheno.json.gz \
+ --format json \
+ --compression gzip
+```
+
+#### Transform
+
+Run the example ingest, "string/protein-links-detailed"
+```bash
+koza transform --source examples/string/protein-links-detailed.yaml --global-table examples/translation_table.yaml
+
+koza transform --source examples/string-declarative/protein-links-detailed.yaml --global-table examples/translation_table.yaml
+```
+note: koza expects a directory structure as described in the above example (examples/ingest_name/ingest.yaml)
+
+%package -n python3-koza
+Summary: Data transformation framework for LinkML data models
+Provides: python-koza
+BuildRequires: python3-devel
+BuildRequires: python3-setuptools
+BuildRequires: python3-pip
+%description -n python3-koza
+# Koza - a data transformation framework
+
+[![Pyversions](https://img.shields.io/pypi/pyversions/koza.svg)](https://pypi.python.org/pypi/koza)
+[![PyPi](https://img.shields.io/pypi/v/koza.svg)](https://pypi.python.org/pypi/koza)
+![Github Action](https://github.com/monarch-initiative/koza/actions/workflows/build.yml/badge.svg)
+
+![pupa](docs/img/pupa.png)
+
+[**Documentation**](https://koza.monarchinitiative.org/ )
+
+_Disclaimer_: Koza is in beta; we are looking for beta testers
+
+### Overview
+ - Transform csv, json, yaml, jsonl, and xml and converting them to a target csv, json, or jsonl format based on your dataclass model.
+ - Koza also can output data in the [KGX format](https://github.com/biolink/kgx/blob/master/specification/kgx-format.md#kgx-format-as-tsv)
+ - Write data transforms in semi-declarative Python
+ - Configure source files, expected columns/json properties and path filters, field filters, and metadata in yaml
+ - Create or import mapping files to be used in ingests (eg id mapping, type mappings)
+ - Create and use translation tables to map between source and target vocabularies
+
+### Installation
+Koza is available on PyPi and can be installed via pip/pipx:
+```
+[pip|pipx] install koza
+```
+
+### Usage
+
+**NOTE: As of version 0.2.0, there is a new method for getting your ingest's `KozaApp` instance. Please see the [updated documentation](https://koza.monarchinitiative.org/Usage/configuring_ingests/#transform-code) for details.**
+
+See the [Koza documentation](https://koza.monarchinitiative.org/) for usage information
+
+### Try the Examples
+
+#### Validate
+
+Give Koza a local or remote csv file, and get some basic information (headers, number of rows)
+
+```bash
+koza validate \
+ --file https://raw.githubusercontent.com/monarch-initiative/koza/main/examples/data/string.tsv \
+ --delimiter ' '
+```
+
+Sending a json or jsonl formatted file will confirm if the file is valid json or jsonl
+
+```bash
+koza validate \
+ --file ./examples/data/ZFIN_PHENOTYPE_0.jsonl.gz \
+ --format jsonl
+```
+
+```bash
+koza validate \
+ --file ./examples/data/ddpheno.json.gz \
+ --format json \
+ --compression gzip
+```
+
+#### Transform
+
+Run the example ingest, "string/protein-links-detailed"
+```bash
+koza transform --source examples/string/protein-links-detailed.yaml --global-table examples/translation_table.yaml
+
+koza transform --source examples/string-declarative/protein-links-detailed.yaml --global-table examples/translation_table.yaml
+```
+note: koza expects a directory structure as described in the above example (examples/ingest_name/ingest.yaml)
+
+%package help
+Summary: Development documents and examples for koza
+Provides: python3-koza-doc
+%description help
+# Koza - a data transformation framework
+
+[![Pyversions](https://img.shields.io/pypi/pyversions/koza.svg)](https://pypi.python.org/pypi/koza)
+[![PyPi](https://img.shields.io/pypi/v/koza.svg)](https://pypi.python.org/pypi/koza)
+![Github Action](https://github.com/monarch-initiative/koza/actions/workflows/build.yml/badge.svg)
+
+![pupa](docs/img/pupa.png)
+
+[**Documentation**](https://koza.monarchinitiative.org/ )
+
+_Disclaimer_: Koza is in beta; we are looking for beta testers
+
+### Overview
+ - Transform csv, json, yaml, jsonl, and xml and converting them to a target csv, json, or jsonl format based on your dataclass model.
+ - Koza also can output data in the [KGX format](https://github.com/biolink/kgx/blob/master/specification/kgx-format.md#kgx-format-as-tsv)
+ - Write data transforms in semi-declarative Python
+ - Configure source files, expected columns/json properties and path filters, field filters, and metadata in yaml
+ - Create or import mapping files to be used in ingests (eg id mapping, type mappings)
+ - Create and use translation tables to map between source and target vocabularies
+
+### Installation
+Koza is available on PyPi and can be installed via pip/pipx:
+```
+[pip|pipx] install koza
+```
+
+### Usage
+
+**NOTE: As of version 0.2.0, there is a new method for getting your ingest's `KozaApp` instance. Please see the [updated documentation](https://koza.monarchinitiative.org/Usage/configuring_ingests/#transform-code) for details.**
+
+See the [Koza documentation](https://koza.monarchinitiative.org/) for usage information
+
+### Try the Examples
+
+#### Validate
+
+Give Koza a local or remote csv file, and get some basic information (headers, number of rows)
+
+```bash
+koza validate \
+ --file https://raw.githubusercontent.com/monarch-initiative/koza/main/examples/data/string.tsv \
+ --delimiter ' '
+```
+
+Sending a json or jsonl formatted file will confirm if the file is valid json or jsonl
+
+```bash
+koza validate \
+ --file ./examples/data/ZFIN_PHENOTYPE_0.jsonl.gz \
+ --format jsonl
+```
+
+```bash
+koza validate \
+ --file ./examples/data/ddpheno.json.gz \
+ --format json \
+ --compression gzip
+```
+
+#### Transform
+
+Run the example ingest, "string/protein-links-detailed"
+```bash
+koza transform --source examples/string/protein-links-detailed.yaml --global-table examples/translation_table.yaml
+
+koza transform --source examples/string-declarative/protein-links-detailed.yaml --global-table examples/translation_table.yaml
+```
+note: koza expects a directory structure as described in the above example (examples/ingest_name/ingest.yaml)
+
+%prep
+%autosetup -n koza-0.3.1
+
+%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-koza -f filelist.lst
+%dir %{python3_sitelib}/*
+
+%files help -f doclist.lst
+%{_docdir}/*
+
+%changelog
+* Mon May 29 2023 Python_Bot <Python_Bot@openeuler.org> - 0.3.1-1
+- Package Spec generated
diff --git a/sources b/sources
new file mode 100644
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--- /dev/null
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@@ -0,0 +1 @@
+7a9cdb6edf996596c31690b00d03fb42 koza-0.3.1.tar.gz