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Add script to regenerate catalog_upload.json files #200

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Sep 23, 2021
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Add script to regenerate catalog_upload.json files #200

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9201347
Add script to regenerate catalog_upload.json files
ckadner Sep 2, 2021
abdb568
Filter out "template", "src", "test"
ckadner Sep 3, 2021
14a1b51
Update after Qiskit, CodeNet, MAX katalog changes
ckadner Sep 23, 2021
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84 changes: 38 additions & 46 deletions bootstrapper/catalog_upload.json
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Original file line number Diff line number Diff line change
@@ -1,5 +1,9 @@
{
"components": [
{
"name": "Create Secret - Kubernetes Cluster",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/create-secret/component.yaml"
},
{
"name": "Generate Dataset Metadata",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/dax-to-dlf/component.yaml"
Expand All @@ -8,10 +12,6 @@
"name": "Create Dataset Volume",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/dlf/component.yaml"
},
{
"name": "Create Secret - Kubernetes Cluster",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/create-secret/component.yaml"
},
{
"name": "Echo Sample",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/echo/component.yaml"
Expand All @@ -23,20 +23,12 @@
{
"name": "Create Model Config",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/component-samples/model-config/component.yaml"
},
{
"name": "Model Fairness Check",
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"url": "https://raw.githubusercontent.com/Trusted-AI/AIF360/master/mlops/kubeflow/bias_detector_pytorch/component.yaml"
},
{
"name": "Adversarial Robustness Evaluation",
"url": "https://raw.githubusercontent.com/Trusted-AI/adversarial-robustness-toolbox/main/utils/mlops/kubeflow/robustness_evaluation_fgsm_pytorch/component.yaml"
}
],
"datasets": [
{
"name": "Thematic Clustering",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/thematic_clustering/thematic_clustering.yaml"
"name": "Project CodeNet",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/codenet/codenet.yaml"
},
{
"name": "Finance Proposition Bank",
Expand All @@ -50,10 +42,6 @@
"name": "NOAA Weather Data",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/jfk/jfk.yaml"
},
{
"name": "Project CodeNet",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/codenet/codenet.yaml"
},
{
"name": "PubLayNet",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/publaynet/publaynet.yaml"
Expand All @@ -62,6 +50,10 @@
"name": "PubTabNet",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/pubtabnet/pubtabnet.yaml"
},
{
"name": "Thematic Clustering",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/thematic_clustering/thematic_clustering.yaml"
},
{
"name": "TensorFlow Speech Commands",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/dataset-samples/tsc/tsc.yaml"
Expand All @@ -73,20 +65,20 @@
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-human-pose-estimator.yaml"
},
{
"name": "MAX Image Resolution Enhancer",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-image-resolution-enhancer.yaml"
"name": "MAX Image Caption Generator",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-image-caption-generator.yaml"
},
{
"name": "MAX Optical Character Recognition",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-ocr.yaml"
"name": "MAX Image Resolution Enhancer",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-image-resolution-enhancer.yaml"
},
{
"name": "MAX Image Caption Generator",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-image-caption-generator.yaml"
"name": "MAX Object Detector",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-object-detector.yaml"
},
{
"name": "MAX Toxic Comment Classifier",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-toxic-comment-classifier.yaml"
"name": "MAX Optical Character Recognition",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-ocr.yaml"
},
{
"name": "MAX Question Answering",
Expand All @@ -96,35 +88,35 @@
"name": "MAX Recommender System",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-recommender.yaml"
},
{
"name": "MAX Object Detector",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-object-detector.yaml"
},
{
"name": "MAX Text Sentiment Classifier",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-text-sentiment-classifier.yaml"
},
{
"name": "MAX Toxic Comment Classifier",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-toxic-comment-classifier.yaml"
},
{
"name": "MAX Weather Forecaster",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/model-samples/max-weather-forecaster.yaml"
}
],
"notebooks": [
{
"name": "ART detector model",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/art-detector.yaml"
},
{
"name": "ART poisoning attack",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/art-poison.yaml"
"name": "JFK Airport Analysis",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/JFK-airport.yaml"
},
{
"name": "AIF360 Bias detection example",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/aif-bias.yaml"
},
{
"name": "JFK Airport Analysis",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/JFK-airport.yaml"
"name": "ART detector model",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/art-detector.yaml"
},
{
"name": "ART poisoning attack",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/notebook-samples/art-poison.yaml"
},
{
"name": "Project CodeNet Language Classification",
Expand All @@ -148,14 +140,6 @@
"name": "ResourceOp Basic",
"url": "https://github.com/kubeflow/kfp-tekton/blob/master/sdk/python/tests/compiler/testdata/resourceop_basic.yaml"
},
{
"name": "Trusted AI Pipeline",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/pipeline-samples/trusted-ai-pipeline.yaml"
},
{
"name": "Watson Machine Learning",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/pipeline-samples/wml-pipeline.yaml"
},
{
"name": "Calculation Pipeline",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/pipeline-samples/calculation-pipeline.yaml"
Expand All @@ -167,6 +151,14 @@
{
"name": "Nested Pipeline",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/pipeline-samples/nested-pipeline.yaml"
},
{
"name": "Trusted AI Pipeline",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/pipeline-samples/trusted-ai-pipeline.yaml"
},
{
"name": "Watson Machine Learning",
"url": "https://raw.githubusercontent.com/machine-learning-exchange/katalog/main/pipeline-samples/wml-pipeline.yaml"
}
]
}
110 changes: 110 additions & 0 deletions hack/regenerate_catalog_upload_json.py
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Original file line number Diff line number Diff line change
@@ -0,0 +1,110 @@
# 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.

from __future__ import print_function

import json
import yaml

from glob import glob
from os.path import abspath, dirname, relpath


asset_types = [
"component",
"dataset",
"model",
"notebook",
"pipeline",
]

script_path = abspath(dirname(__file__))
project_dir = dirname(script_path)

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/"

catalog_upload_json_files = [
f"{project_dir}/bootstrapper/catalog_upload.json",
f"{project_dir}/quickstart/catalog_upload.json",
]


def get_list_of_yaml_files_in_katalog(asset_type: str):

yaml_files = glob(f"{katalog_dir}/{asset_type}-samples/**/*.yaml", recursive=True)

yaml_files = [filepath for filepath in yaml_files
if not any(word in filepath for word in ["template", "test", "src"])]

return sorted(yaml_files)


def generate_katalog_dict() -> dict:

katalog_dict = dict()

for asset_type in asset_types:

yaml_files = get_list_of_yaml_files_in_katalog(asset_type)
katalog_asset_list = []

for yaml_file in yaml_files:

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)

katalog_asset_item = {
"name": asset_name,
"url": asset_url
}

katalog_asset_list.append(katalog_asset_item)

katalog_dict[asset_type + "s"] = katalog_asset_list

return katalog_dict


def rewrite_catalog_upload_json_files(katalog: dict):

for file_path in catalog_upload_json_files:

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))
output_file.write("\n")


def main():

print("Regenerating catalog_upload.json files:")

katalog_dict = generate_katalog_dict()

rewrite_catalog_upload_json_files(katalog_dict)

print("Done. Use git diff to evaluate if and which changes are desired!")


if __name__ == '__main__':

main()

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