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Add script to regenerate catalog_upload.json files
Signed-off-by: Christian Kadner <[email protected]>
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| # Copyright 2021 IBM Corporation | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
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| from __future__ import print_function | ||
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| import json | ||
| import yaml | ||
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| from glob import glob | ||
| from os.path import abspath, dirname, relpath | ||
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| asset_types = [ | ||
| "component", | ||
| "dataset", | ||
| "model", | ||
| "notebook", | ||
| "pipeline", | ||
| ] | ||
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| script_path = abspath(dirname(__file__)) | ||
| project_dir = dirname(script_path) | ||
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| katalog_dir = f"{project_dir}/../katalog" # TODO: don't assume user cloned katalog and mlx repos into same parent folder | ||
| katalog_url = "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/" | ||
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| catalog_upload_json_files = [ | ||
| f"{project_dir}/bootstrapper/catalog_upload.json", | ||
| f"{project_dir}/quickstart/catalog_upload.json", | ||
| ] | ||
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| def get_list_of_yaml_files_in_katalog(asset_type: str): | ||
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| yaml_files = glob(f"{katalog_dir}/{asset_type}-samples/**/*.yaml", recursive=True) | ||
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| yaml_files = sorted(filter(lambda f: "template" not in f, yaml_files)) | ||
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| yaml_files = sorted(filter(lambda f: "test" not in f, yaml_files)) | ||
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| yaml_files = sorted(filter(lambda f: "src" not in f, yaml_files)) | ||
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| return yaml_files | ||
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| def generate_katalog_dict() -> dict: | ||
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| katalog_dict = dict() | ||
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| for asset_type in asset_types: | ||
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| yaml_files = get_list_of_yaml_files_in_katalog(asset_type) | ||
| katalog_asset_list = [] | ||
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| for yaml_file in yaml_files: | ||
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| with open(yaml_file) as f: | ||
| yaml_dict = yaml.load(f, Loader=yaml.FullLoader) | ||
| asset_name = yaml_dict.get("name") or \ | ||
| yaml_dict.get("metadata", {}).get("name", "").replace("-", " ").title() \ | ||
| or "" | ||
| asset_url = katalog_url + relpath(yaml_file, katalog_dir) | ||
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| katalog_asset_item = { | ||
| "name": asset_name, | ||
| "url": asset_url | ||
| } | ||
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| katalog_asset_list.append(katalog_asset_item) | ||
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| katalog_dict[asset_type + "s"] = katalog_asset_list | ||
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| return katalog_dict | ||
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| def rewrite_catalog_upload_json_files(katalog: dict): | ||
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| for file_path in catalog_upload_json_files: | ||
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| with open(file_path, "w") as output_file: | ||
| print(" - " + relpath(file_path, project_dir)) | ||
| output_file.write(json.dumps(katalog, sort_keys=False, indent=2)) | ||
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| def main(): | ||
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| print("Regenerating catalog_upload.json files:") | ||
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| katalog_dict = generate_katalog_dict() | ||
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| rewrite_catalog_upload_json_files(katalog_dict) | ||
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| print("Done. Use git diff to evaluate if and which changes are desired!") | ||
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| if __name__ == '__main__': | ||
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| main() | ||
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