fixing copyright and licensing info

industrial-edge · Oct 15, 2024 · 1432832 · 1432832
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diff --git a/.gitattributes b/.gitattributes
@@ -1,3 +1,5 @@
+# SPDX-License-Identifier: MIT
+
 *.onnx filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.h5 filter=lfs diff=lfs merge=lfs -text
diff --git a/.github/ISSUE_TEMPLATE.md b/.github/ISSUE_TEMPLATE.md
@@ -1,5 +1,5 @@
 <!--
-Copyright (C) 2023 Siemens AG
+SPDX-FileCopyrightText: Copyright (C) 2023 Siemens AG
 
 SPDX-License-Identifier: MIT
 -->

diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
@@ -1,3 +1,8 @@
+<!--
+SPDX-FileCopyrightText: Copyright (C) Siemens AG 2023
+SPDX-License-Identifier: MIT
+-->
+
 ## Do you want to contribute code? ##
 
 Thanks for your interest in contributing. Anybody is free to propose any changes to this repository using Pull Requests. We appreciate every Pull Request, but merging cannot be guaranteed. Before you submit your code, please check the following prerequisites: 

diff --git a/.github/SECURITY.md b/.github/SECURITY.md
@@ -1,5 +1,5 @@
 <!--
-Copyright (C) 2023 Siemens AG
+SPDX-FileCopyrightText: Copyright (C) 2023 Siemens AG
 
 SPDX-License-Identifier: MIT
 -->

diff --git a/.github/SUPPORT.md b/.github/SUPPORT.md
@@ -1,5 +1,5 @@
 <!--
-Copyright (C) 2023 Siemens AG
+SPDX-FileCopyrightText: Copyright (C) 2023 Siemens AG
 
 SPDX-License-Identifier: MIT
 -->

diff --git a/.github/workflows/gitleaks.yml b/.github/workflows/gitleaks.yml
@@ -1,3 +1,7 @@
+# SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+#
+# SPDX-License-Identifier: MIT
+
 name: Gitleaks Scan
 
 on: [push, pull_request]

diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,3 +1,8 @@
+<!--
+SPDX-FileCopyrightText: Copyright (C) Siemens AG 2023
+SPDX-License-Identifier: MIT
+-->
+
 # Version History
 
 Tutorials for AI Software Development Kit

diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
@@ -1,5 +1,5 @@
 <!--
-Copyright (C) 2023 Siemens AG
+SPDX-FileCopyrightText: Copyright (C) 2023 Siemens AG
 
 SPDX-License-Identifier: MIT
 -->

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
@@ -1,5 +1,5 @@
 <!--
-Copyright (C) 2023 Siemens AG
+SPDX-FileCopyrightText: Copyright (C) 2023 Siemens AG
 
 SPDX-License-Identifier: MIT
 -->

diff --git a/LICENSE.md b/LICENSE.md
@@ -5,7 +5,7 @@ The project is licensed under the MIT license given below.
 
 ## MIT License
 
-Copyright (c) 2024 Siemens
+SPDX-FileCopyrightText: Copyright (C) 2024 Siemens
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

diff --git a/README.md b/README.md
@@ -1,3 +1,8 @@
+<!--
+SPDX-FileCopyrightText: Copyright (C) Siemens AG 2023
+SPDX-License-Identifier: MIT
+-->
+
 # AI SDK, Tutorials and guides
 
 ## Introduction to AI SDK

diff --git a/e2e-tutorials/README.md b/e2e-tutorials/README.md
@@ -1,3 +1,8 @@
+<!--
+SPDX-FileCopyrightText: Copyright (C) Siemens AG 2023
+SPDX-License-Identifier: MIT
+-->
+
 # End-to-end tutorials
 
 These Machine Learning tutorials walks you through the entire ML workflow from creating and training models to packaging them for AI Inference Server and testing them in your local environment.

diff --git a/e2e-tutorials/batch_state_identifier/README.md b/e2e-tutorials/batch_state_identifier/README.md
@@ -1,4 +1,8 @@
-<!-- Copyright (C) Siemens AG 2021. All Rights Reserved. -->
+<!--
+SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved.
+
+SPDX-License-Identifier: MIT
+-->
 
 # AI SDK Batch State Identifier example
 

diff --git a/e2e-tutorials/batch_state_identifier/README_OSS.html b/e2e-tutorials/batch_state_identifier/README_OSS.html
@@ -1,3 +1,7 @@
+<!--
+SPDX-License-Identifier: MIT
+-->
+
 <!-- saved from url=(0014)about:internet -->
 <!DOCTYPE html>
 <html lang="en">

diff --git a/e2e-tutorials/batch_state_identifier/conda.yml b/e2e-tutorials/batch_state_identifier/conda.yml
@@ -1,3 +1,7 @@
+# Copyright (C) 2020 - 2024 Siemens AG
+#
+# SPDX-License-Identifier: MIT
+
 name: batch_state_identifier
 channels:
 - defaults

diff --git a/e2e-tutorials/batch_state_identifier/entrypoint.py b/e2e-tutorials/batch_state_identifier/entrypoint.py
@@ -1,4 +1,6 @@
-# Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+# SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+#
+# SPDX-License-Identifier: MIT
 
 import sys
 import json

diff --git a/e2e-tutorials/batch_state_identifier/notebooks/10-CreateModel.ipynb b/e2e-tutorials/batch_state_identifier/notebooks/10-CreateModel.ipynb
@@ -4,7 +4,8 @@
       "attachments": {},
       "cell_type": "markdown",
       "metadata": {
-        "copyright": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+        "SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved.",
+		    "SPDX-License-Identifier": "MIT"
       },
       "source": [
         "# Create a trained model\n",

diff --git a/e2e-tutorials/batch_state_identifier/notebooks/20-CreateInferenceWrapper.ipynb b/e2e-tutorials/batch_state_identifier/notebooks/20-CreateInferenceWrapper.ipynb
@@ -3,7 +3,8 @@
     {
       "cell_type": "markdown",
       "metadata": {
-        "copyright": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+        "SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved.",
+		    "SPDX-License-Identifier": "MIT"
       },
       "source": [
         "# Create the inference wrapper\n",

diff --git a/e2e-tutorials/batch_state_identifier/notebooks/30-CreatePipelinePackage.ipynb b/e2e-tutorials/batch_state_identifier/notebooks/30-CreatePipelinePackage.ipynb
@@ -4,7 +4,8 @@
       "attachments": {},
       "cell_type": "markdown",
       "metadata": {
-        "copyright": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+        "SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved.",
+		    "SPDX-License-Identifier": "MIT"
       },
       "source": [
         "# Create an edge configuration package \n",

diff --git a/e2e-tutorials/batch_state_identifier/notebooks/40-TestPipelineLocally.ipynb b/e2e-tutorials/batch_state_identifier/notebooks/40-TestPipelineLocally.ipynb
@@ -4,7 +4,8 @@
       "attachments": {},
       "cell_type": "markdown",
       "metadata": {
-        "copyright": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+        "SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved.",
+		    "SPDX-License-Identifier": "MIT"
       },
       "source": [
         "# Testing the edge configuration package\n",

diff --git a/e2e-tutorials/batch_state_identifier/requirements.txt b/e2e-tutorials/batch_state_identifier/requirements.txt
@@ -1,3 +1,7 @@
+# SPDX-FileCopyrightText: Copyright (C) Siemens AG 2023
+#
+# SPDX-License-Identifier: MIT
+
 # Direct dependencies
 simaticai==2.2.0
 joblib==1.4.2  # Transitive dependency from simaticai

diff --git a/e2e-tutorials/batch_state_identifier/src/si/__init__.py b/e2e-tutorials/batch_state_identifier/src/si/__init__.py
@@ -1,4 +1,6 @@
-# Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+# SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+#
+# SPDX-License-Identifier: MIT
 
 import numpy as np
 

diff --git a/e2e-tutorials/batch_state_identifier/src/si/pipeline.py b/e2e-tutorials/batch_state_identifier/src/si/pipeline.py
@@ -1,4 +1,6 @@
-# Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+# SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+#
+# SPDX-License-Identifier: MIT
 
 """
 Building blocks for scikit-learn pipelines.

diff --git a/e2e-tutorials/batch_state_identifier/src/si/preprocessing.py b/e2e-tutorials/batch_state_identifier/src/si/preprocessing.py
@@ -1,4 +1,6 @@
-# Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+# SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+#
+# SPDX-License-Identifier: MIT
 
 import numpy as np
 import pandas

diff --git a/e2e-tutorials/image_classification/README.md b/e2e-tutorials/image_classification/README.md
@@ -1,4 +1,8 @@
-<!-- Copyright (C) Siemens AG 2021. All Rights Reserved. -->
+<!--
+SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved.
+
+SPDX-License-Identifier: MIT
+-->
 
 # AI SDK Image Classification project template
 

diff --git a/e2e-tutorials/image_classification/README_OSS.html b/e2e-tutorials/image_classification/README_OSS.html
@@ -1,3 +1,7 @@
+<!--
+SPDX-License-Identifier: MIT
+-->
+
 <!-- saved from url=(0014)about:internet -->
 <!DOCTYPE html>
 <html lang="en">

diff --git a/e2e-tutorials/image_classification/conda.yml b/e2e-tutorials/image_classification/conda.yml
@@ -1,3 +1,7 @@
+# SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+#
+# SPDX-License-Identifier: MIT
+
 name: image_classification
 channels:
 - defaults

diff --git a/e2e-tutorials/image_classification/entrypoint.py b/e2e-tutorials/image_classification/entrypoint.py
@@ -1,4 +1,6 @@
-# Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+# SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+#
+# SPDX-License-Identifier: MIT
 
 import sys
 import json

diff --git a/e2e-tutorials/image_classification/notebooks/10-CreateClassificationModel.ipynb b/e2e-tutorials/image_classification/notebooks/10-CreateClassificationModel.ipynb
@@ -4,7 +4,8 @@
             "attachments": {},
             "cell_type": "markdown",
             "metadata": {
-                "copyright": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+              "SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved.",
+                  "SPDX-License-Identifier": "MIT"
             },
             "source": [
                 "# Train a Classification Model\n",

diff --git a/e2e-tutorials/image_classification/notebooks/20-CreateInferenceWrapper.ipynb b/e2e-tutorials/image_classification/notebooks/20-CreateInferenceWrapper.ipynb
@@ -4,7 +4,8 @@
       "attachments": {},
       "cell_type": "markdown",
       "metadata": {
-        "copyright": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+        "SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved.",
+		    "SPDX-License-Identifier": "MIT"
       },
       "source": [
         "# Create the inference wrapper\n",

diff --git a/e2e-tutorials/image_classification/notebooks/30-CreatePipelinePackage.ipynb b/e2e-tutorials/image_classification/notebooks/30-CreatePipelinePackage.ipynb
@@ -4,7 +4,8 @@
             "attachments": {},
             "cell_type": "markdown",
             "metadata": {
-                "copyright": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+              "SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved.",
+                  "SPDX-License-Identifier": "MIT"
             },
             "source": [
                 "# Create a TensorFlow Lite edge configuration package\n",

diff --git a/e2e-tutorials/image_classification/notebooks/40-TestPipelineLocally.ipynb b/e2e-tutorials/image_classification/notebooks/40-TestPipelineLocally.ipynb
@@ -3,7 +3,8 @@
     {
       "cell_type": "markdown",
       "metadata": {
-        "copyright": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+        "SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved.",
+		    "SPDX-License-Identifier": "MIT"
       },
       "source": [
         "# Test the edge configuration package locally\n",

diff --git a/e2e-tutorials/image_classification/requirements.txt b/e2e-tutorials/image_classification/requirements.txt
@@ -1,3 +1,7 @@
+# SPDX-FileCopyrightText: Copyright (C) Siemens AG 2023
+#
+# SPDX-License-Identifier: MIT
+
 # direct dependencies
 simaticai==2.2.0
 

diff --git a/e2e-tutorials/image_classification/runtime_requirements-py3.10.txt b/e2e-tutorials/image_classification/runtime_requirements-py3.10.txt
@@ -1,3 +1,7 @@
+# Copyright (C) 2020 - 2024 Siemens AG
+#
+# SPDX-License-Identifier: MIT
+
 Pillow==10.3.0
 tflite_runtime==2.13.0
 opencv_python_headless ==4.9.0.80

diff --git a/e2e-tutorials/image_classification/runtime_requirements-py3.11.txt b/e2e-tutorials/image_classification/runtime_requirements-py3.11.txt
@@ -1,3 +1,7 @@
+# Copyright (C) 2020 - 2024 Siemens AG
+#
+# SPDX-License-Identifier: MIT
+
 Pillow==10.3.0
 tflite_runtime==2.14.0
 opencv_python_headless ==4.9.0.80

diff --git a/e2e-tutorials/image_classification/runtime_requirements_tf.txt b/e2e-tutorials/image_classification/runtime_requirements_tf.txt
@@ -1,3 +1,7 @@
+# Copyright (C) 2020 - 2024 Siemens AG
+#
+# SPDX-License-Identifier: MIT
+
 Pillow==10.3.0
 protobuf==3.20.3
 tensorflow==2.17.0

diff --git a/e2e-tutorials/image_classification/src/__init__.py b/e2e-tutorials/image_classification/src/__init__.py
@@ -1 +1,3 @@
-# Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+# SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+#
+# SPDX-License-Identifier: MIT
diff --git a/e2e-tutorials/image_classification/src/payload.py b/e2e-tutorials/image_classification/src/payload.py
@@ -1,4 +1,6 @@
-# Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+# SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+#
+# SPDX-License-Identifier: MIT
 
 """
 Common methods for handling image payload with different connectors.

diff --git a/e2e-tutorials/image_classification/src/utils.py b/e2e-tutorials/image_classification/src/utils.py
@@ -1,4 +1,6 @@
-# Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+# SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+#
+# SPDX-License-Identifier: MIT
 
 import itertools
 import numpy

diff --git a/e2e-tutorials/image_classification/src/vision_classifier.py b/e2e-tutorials/image_classification/src/vision_classifier.py
@@ -1,4 +1,6 @@
-# Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+# SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+#
+# SPDX-License-Identifier: MIT
 
 """
 Experimental inference wrapper for standard AI Inference Server that feeds Vision Connector payload into a TensorFlow image classification model

diff --git a/e2e-tutorials/image_classification/src/vision_classifier_tf.py b/e2e-tutorials/image_classification/src/vision_classifier_tf.py
@@ -1,4 +1,6 @@
-# Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+# SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved. Confidential.
+#
+# SPDX-License-Identifier: MIT
 
 """
 Experimental inference wrapper for standard AI Inference Server that feeds Vision Connector payload into a TensorFlow image classification model

diff --git a/e2e-tutorials/object_detection/README.md b/e2e-tutorials/object_detection/README.md
@@ -1,4 +1,8 @@
-<!-- Copyright (C) Siemens AG 2021. All Rights Reserved. -->
+<!--
+SPDX-FileCopyrightText: Copyright (C) Siemens AG 2021. All Rights Reserved.
+
+SPDX-License-Identifier: MIT
+-->
 
 # AI SDK Object Detection Tutorial
 

diff --git a/e2e-tutorials/object_detection/conda.yml b/e2e-tutorials/object_detection/conda.yml
@@ -1,3 +1,7 @@
+# SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+#
+# SPDX-License-Identifier: MIT
+
 name: object_detection
 channels:
 - defaults

diff --git a/e2e-tutorials/object_detection/notebooks/01-CreateTestSet.ipynb b/e2e-tutorials/object_detection/notebooks/01-CreateTestSet.ipynb
@@ -4,7 +4,8 @@
       "attachments": {},
       "cell_type": "markdown",
       "metadata": {
-        "copyright": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+        "SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved.",
+		    "SPDX-License-Identifier": "MIT"
       },
       "source": [
         "# Creating Test Set\n",

diff --git a/e2e-tutorials/object_detection/notebooks/10-ObjectDetectionModel.ipynb b/e2e-tutorials/object_detection/notebooks/10-ObjectDetectionModel.ipynb
@@ -2,7 +2,10 @@
   "cells": [
     {
       "cell_type": "markdown",
-      "metadata": {},
+      "metadata": {
+        "SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved.",
+		    "SPDX-License-Identifier": "MIT"
+      },
       "source": [
         "# Object Detection Model\n",
         "\n",

diff --git a/e2e-tutorials/object_detection/notebooks/20-PreAndPostProcessing.ipynb b/e2e-tutorials/object_detection/notebooks/20-PreAndPostProcessing.ipynb
@@ -4,7 +4,8 @@
       "attachments": {},
       "cell_type": "markdown",
       "metadata": {
-        "copyright": "Copyright (C) Siemens AG 2021. All Rights Reserved."
+        "SPDX-FileCopyrightText": "Copyright (C) Siemens AG 2021. All Rights Reserved.",
+    		"SPDX-License-Identifier": "MIT"
       },
       "source": [
         "# Create the inference wrappers\n",