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‎CONTRIBUTING.md‎

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<!--
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# Copyright IBM Corporation 2020,2021
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# Copyright IBM Corporation 2021
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

‎README.md‎

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<!--
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[![Gitter](https://badges.gitter.im/elyra-ai/community.svg)](https://gitter.im/elyra-ai/community?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge)
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{% comment %}
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Copyright 2021 IBM
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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{% endcomment %}
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-->
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<p align="center">

‎codeflare/pipelines/Datamodel.py‎

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#
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# Copyright 2021 IBM
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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# Configuration file for the Sphinx documentation builder.
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#
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# This file only contains a selection of the most common options. For a full
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# list see the documentation:
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# https://www.sphinx-doc.org/en/master/usage/configuration.html
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#
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# Authors: Mudhakar Srivatsa <msrivats@us.ibm.com>
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# Raghu Ganti <rganti@us.ibm.com>
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# Carlos Costa <chcost@us.ibm.com>
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#
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#
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"""codeflare.pipelines.Datamodel
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The core data model structures are defined here. These include the various aspects for creating a DAG, the
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input and output to the DAG itself.
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- :class:`~codeflare.pipelines.Datamodel.PipelineParam`: Finally, the data model allows for morphing of pipeline based on parameterizations, these parameterizations can be for grid search or for other such similar reasons.
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"""
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# Authors: Mudhakar Srivatsa <msrivats@us.ibm.com>
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# Raghu Ganti <rganti@us.ibm.com>
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# Carlos Costa <chcost@us.ibm.com>
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#
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# License: Apache v2.0
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from abc import ABC, abstractmethod
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from enum import Enum
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‎codeflare/pipelines/Exceptions.py‎

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"""codeflare.pipelines.Exceptions
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The exceptions that pipeline creation and execution throw are defined here.
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"""
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#
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# Copyright 2021 IBM
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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# Configuration file for the Sphinx documentation builder.
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#
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# This file only contains a selection of the most common options. For a full
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# list see the documentation:
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# https://www.sphinx-doc.org/en/master/usage/configuration.html
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#
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# Authors: Mudhakar Srivatsa <msrivats@us.ibm.com>
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# Raghu Ganti <rganti@us.ibm.com>
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# Carlos Costa <chcost@us.ibm.com>
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# Raghu Ganti <rganti@us.ibm.com>
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# Carlos Costa <chcost@us.ibm.com>
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#
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#
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# License: Apache v2.0
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"""codeflare.pipelines.Exceptions
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The exceptions that pipeline creation and execution throw are defined here.
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"""
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class BasePipelineException(Exception):
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"""

‎codeflare/pipelines/Runtime.py‎

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#
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# Copyright 2021 IBM
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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# Configuration file for the Sphinx documentation builder.
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#
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# This file only contains a selection of the most common options. For a full
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# list see the documentation:
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# https://www.sphinx-doc.org/en/master/usage/configuration.html
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#
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# Authors: Mudhakar Srivatsa <msrivats@us.ibm.com>
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# Raghu Ganti <rganti@us.ibm.com>
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# Carlos Costa <chcost@us.ibm.com>
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#
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#
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"""codeflare.pipelines.Runtime
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This class is the core runtime for CodeFlare pipelines. It provides the entry point for execution of the
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pipeline that was constructed from codeflare.pipelines.Datamodel. The key entry point is the basic
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Details on the execution and parallelism exposed are provided in the design documentation.
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"""
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# Authors: Mudhakar Srivatsa <msrivats@us.ibm.com>
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# Raghu Ganti <rganti@us.ibm.com>
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# Carlos Costa <chcost@us.ibm.com>
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#
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# License: Apache v2.0
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import ray
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‎codeflare/pipelines/utils.py‎

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#
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# Copyright 2021 IBM
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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# Configuration file for the Sphinx documentation builder.
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#
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# This file only contains a selection of the most common options. For a full
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# list see the documentation:
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# https://www.sphinx-doc.org/en/master/usage/configuration.html
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#
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# Authors: Mudhakar Srivatsa <msrivats@us.ibm.com>
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# Raghu Ganti <rganti@us.ibm.com>
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# Carlos Costa <chcost@us.ibm.com>
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#
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#
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import graphviz
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import codeflare.pipelines.Datamodel as dm
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‎deploy/ibm_cloud_code_engine/README.md‎

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<!--
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{% comment %}
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Copyright 2021 IBM
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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{% endcomment %}
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-->
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# CodeFlare on IBM Cloud Code Engine
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IBM Cloud Code Engine is a fully managed, serverless platform that runs your containerized workloads, including web apps, microservices, event-driven functions and batch jobs with run-to-completion characteristics.

‎deploy/ibm_cloud_code_engine/example-cluster.yaml.template‎

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#
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# Copyright 2021 IBM
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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# Configuration file for the Sphinx documentation builder.
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#
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# This file only contains a selection of the most common options. For a full
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# list see the documentation:
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# https://www.sphinx-doc.org/en/master/usage/configuration.html
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# A unique identifier for the head node and workers of this cluster.
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cluster_name: example-cluster
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‎docs/source/pipelines/pipelines_overview.md‎

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<!--
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{% comment %}
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Copyright 2021 IBM
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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{% endcomment %}
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-->
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![pipelines](../images/pipelines.svg)
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## CodeFlare Pipelines

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