sparpy 0.5.0

An Spark entry point for python

Changelog

v0.5.0

• Added –exclude-python-packages option in order to exclude python packages.

• Better parsing plugins names.

• Added –exclude-packages option in order to exclude spark packages.

v0.4.5

• Fix isparpy entrypoint. Allows –class parameter.

• Allow to set constraints files.

v0.4.4

• Don’t set master and deploy_mode default values.

v0.4.3

• Fix sparpy-submit entrypoint.

• Fix –property-file option.

• Fix –class option.

v0.4.2

• Able to use environment variables for the most of options.

v0.4.1

• Support to set pip options as configuration using –conf sparpy.config-key=value in order to allow to use sparpy-submit in EMR-on-EKS images.

• Allows –class in order to allow to use sparpy-submit in EMR-on-EKS images.

• Allows –property-file in order to allow to use sparpy-submit in EMR-on-EKS images.

v0.4.0

• Added –pre option in order to allow pre-release packages.

• Added –env option in order to set environment variables for spark process.

• Added spark-env config section in order to set environment variables for spark process.

• Write pip output when it fails.

• Fixed problems with interactive sparpy.

• Fixed no-self option in config file.

• Allow to use plugins that don’t use click. They must be callable with one argument of type Sequence[str] in order to pass arguments to it.

• Added –version option in order to print sparpy version.

• Fixed error when a plugin requires a package which is already installed but version does not satisfy requirement.

• Sparpy does not print error traceback when subprocess fails.

v0.3.0

• Enable –force-download option.

• Added –find-links option in order to use a directory as package repository.

• Added –no-index option in order to avoid to use external package repositories.

• Added –queue option in order to set yarn queue.

• Ensure driver’s python executable is same python as sparpy.

• Added new entry point sparpy-download just to download packages to specific directory.

• Added new entry point isparpy in order to start an interactive session.

v0.2.1

• Force pyspark python executable to same as sparpy.

• Fix unrecognized options.

• Fix default configuration file names.

v0.2.0

• Added configuration file option.

• Added –debug option.

How to build a Sparpy plugin

On package setup.py an entry point should be configured for Sparpy:

setup(
    name='yourpackage',
    ...

    entry_points={
        ...
        'sparpy.cli_plugins': [
            'my_command_1=yourpackage.module:command_1',
            'my_command_2=yourpackage.module:command_2',
        ]
    }
)

Note

Avoid to use PySpark as requirement in order to not download package from pypi.

Install

It must be installed on a Spark edge node.

$  pip install sparpy[base]

How to use

Using default Spark submit parameters:

$ sparpy --plugin "mypackage>=0.1" my_plugin_command --myparam 1

Configuration files

sparpy and sparpu-submit accept the parameter –config that allow to set a configuration file. If it is not set it will try to use configuration file $HOME/.sparpyrc. It if does not exist it will try to use /etc/sparpy.conf.

Format:

[spark]

master=yarn
deploy-mode=client

queue=my_queue

spark-executable=/path/to/my-spark-submit
conf=
    spark.conf.1=value1
    spark.conf.2=value2

packages=
    maven:package_1:0.1.1
    maven:package_2:0.6.1

repositories=
    https://my-maven-repository-1.com/mvn
    https://my-maven-repository-2.com/mvn

reqs_paths=
    /path/to/dir/with/python/packages_1
    /path/to/dir/with/python/packages_2

[spark-env]

MY_ENV_VAR=value

[plugins]

extra-index-urls=
    https://my-pypi-repository-1.com/simple
    https://my-pypi-repository-2.com/simple

cache-dir=/path/to/cache/dir

plugins=
    my-package1
    my-package2==0.1.2

requirements-files=
    /path/to/requirement-1.txt
    /path/to/requirement-2.txt

find-links=
    /path/to/directory/with/packages_1
    /path/to/directory/with/packages_2

download-dir-prefix=my_prefix_

no-index=false
no-self=false
force-download=true

[interactive]

pyspark-executable=/path/to/pyspark
python-interactive-driver=/path/to/interactive/driver