first prototype

ck2/.gitignore

@@ -0,0 +1,141 @@
+# Misc
+build
+build/*
+MANIFEST
+*.pyc
+*tmp/
+__pycache__
+.cache/
+.coverage
+htmlcov
+
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/

ck2/CONTRIBUTING.md

@@ -0,0 +1,12 @@
+# Contributing to CM (CK2)
+
+* Pull requests: TBA
+* Issues: TBA
+* Mailing list: TBA
+* Discord channel: TBA
+* Slack channel: TBA
+
+# Contributors
+
+* Grigori Fursin, OctoML
+* Thierry Moreau, OctoML

ck2/LICENSE.CK

@@ -0,0 +1,128 @@
+MLCOMMONS ASSOCIATION LICENSE
+
+TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+This license reproduces without alteration the terms of the Apache License
+
+Version 2.0, January 2004
+
+http://www.apache.org/licenses/
+
+1. Definitions.
+"License" shall mean the terms and conditions for use, reproduction, and distribution as defined by
+Sections 1 through 9 of this document.
+"Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is
+granting the License.
+"Legal Entity" shall mean the union of the acting entity and all other entities that control, are
+controlled by, or are under common control with that entity. For the purposes of this definition,
+"control" means (i) the power, direct or indirect, to cause the direction or management of such
+entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the
+outstanding shares, or (iii) beneficial ownership of such entity.
+"You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this
+License.
+"Source" form shall mean the preferred form for making modifications, including but not limited to
+software source code, documentation source, and configuration files.
+"Object" form shall mean any form resulting from mechanical transformation or translation of a
+Source form, including but not limited to compiled object code, generated documentation, and
+conversions to other media types.
+"Work" shall mean the work of authorship, whether in Source or Object form, made available under
+the License, as indicated by a copyright notice that is included in or attached to the work (an example
+is provided in the Appendix below).
+"Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or
+derived from) the Work and for which the editorial revisions, annotations, elaborations, or other
+modifications represent, as a whole, an original work of authorship. For the purposes of this License,
+Derivative Works shall not include works that remain separable from, or merely link (or bind by
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+"Contribution" shall mean any work of authorship, including the original version of the Work and
+any modifications or additions to that Work or Derivative Works thereof, that is intentionally
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+its representatives, including but not limited to communication on electronic mailing lists, source
+code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor
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+"Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a
+Contribution has been received by Licensor and subsequently incorporated within the Work.
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+2. Grant of Copyright License. Subject to the terms and conditions of this License, each
+Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, 
+1106217.1
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+5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution
+intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms
+and conditions of this License, without any additional terms or conditions. Notwithstanding the
+above, nothing herein shall supersede or modify the terms of any separate license agreement you
+may have executed with Licensor regarding such Contributions.
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+service marks, or product names of the Licensor, except as required for reasonable and customary
+use in describing the origin of the Work and reproducing the content of the NOTICE file.
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+7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor
+provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, 
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including,
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+determining the appropriateness of using or redistributing the Work and assume any risks associated
+with Your exercise of permissions under this License.
+
+8. Limitation of Liability. In no event and under no legal theory, whether in tort (including
+negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly
+negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including
+any direct, indirect, special, incidental, or consequential damages of any character arising as a result
+of this License or out of the use or inability to use the Work (including but not limited to damages for
+loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial
+damages or losses), even if such Contributor has been advised of the possibility of such damages.
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+indemnity, or other liability obligations and/or rights consistent with this License. However, in
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+reason of your accepting any such warranty or additional liability.

ck2/README.md

@@ -1,6 +1,6 @@
-# Collective Mind framework aka as CK2 or CM
+# Collective Mind automation framework (CM or CK2)
 
-*Following the success of the [Collective Knowledge framework (CK)](https://github.com/mlcommons/ck)
+*Following the success of the [Collective Knowledge automation framework (CK)](https://github.com/mlcommons/ck)
 to automate [MLPerf benchmark](https://github.com/mlcommons/ck/tree/master/docs/mlperf-automation), 
 simplify the deployment of optimized AI/ML systems [in production](https://cKnowledge.org/partners.html)
 and enable [reproducible experiments](https://cTuning.org/ae), 
@@ -35,7 +35,7 @@ scientific experimentation, FAIR principles, and best practices for reproducible
 
 # Related community events
 
-* **2022 April:** HPCA'22 reproducibility talk
+* **2022 April 3:** HPCA'22 talk about using CK/CK2 to automate MLPerf design space exploration and deploy efficient AI/ML Systems
 * **2022 March:** Presentation about our experience connecting MLOps and DevOps
 
 
@@ -46,10 +46,10 @@ scientific experimentation, FAIR principles, and best practices for reproducible
 
 # Feedback
 
-The CM framework is being developed with the community and based on the community feedback! 
+The CM framework (CK2) is being developed with the community and based on the community feedback! 
 Please don't hesitate to get in touch with us if you have any suggestions about how to
 bridge the growing gap between scientific research and production.
-Please report encountered issues [here](https://github.com/octoml/cm/issues).
+Please report encountered issues [here](https://github.com/mlcommons/ck/issues).
 
 # Coordinators
 

ck2/cmind/__init__.py

@@ -0,0 +1,6 @@
+__version__ = "0.5.1"
+
+from cmind.kernel import access
+from cmind.kernel import error
+from cmind.kernel import halt
+from cmind.kernel import CM

ck2/cmind/artifact.py

@@ -0,0 +1,57 @@
+# Collective Mind artifact
+
+import os
+
+from cmind import utils
+
+class Artifact:
+    ############################################################
+    def __init__(self, cmind, path):
+        """
+        Initialize artifact class
+        """
+
+        self.cmind = cmind
+
+        self.cfg = cmind.cfg
+
+        self.path = path
+        self.meta = {}
+
+    ############################################################
+    def load(self, ignore_inheritance = False, base_recursion = 0):
+        """
+        Load artifact
+
+        """
+
+        path_artifact_meta = os.path.join(self.path, self.cfg['file_cmeta'])
+
+        r = utils.is_file_json_or_yaml(path_artifact_meta)
+        if r['return'] >0 : return r
+
+        if not r['is_file']:                      
+            return {'return':16, 'error': 'CM artifact not found in path {}'.format(self.path)}
+
+        # Search if there is a repo in this path
+        r = utils.load_yaml_and_json(file_name_without_ext = path_artifact_meta)
+        if r['return'] >0: return r
+
+        meta = r['meta']
+
+        if not ignore_inheritance:
+            automation_uid = meta.get('automation_uid', '')
+            automation_alias = meta.get('automation_alias', '')
+            automation = automation_alias
+            if automation_uid!='': automation+=','+automation_uid
+
+            # Check inheritance
+            r = utils.process_meta_for_inheritance({'automation':automation, 
+                                                    'meta':meta, 
+                                                    'cmind':self.cmind, 
+                                                    'base_recursion':base_recursion})
+            if r['return']>0: return r
+
+        self.meta = r['meta']
+
+        return {'return':0}