Merge pull request #8533 from GoogleCloudPlatform/python-language-mig…

…ration

migrate code from googleapis/python-language

.github/CODEOWNERS

@@ -55,6 +55,7 @@
 /kms/**/**                             @GoogleCloudPlatform/dee-infra @GoogleCloudPlatform/python-samples-reviewers
 /kubernetes_engine/**/*                @GoogleCloudPlatform/python-samples-reviewers
 /kubernetes_engine/django_tutorial/**/*    @glasnt @GoogleCloudPlatform/python-samples-reviewers
+/language/**/*                         @GoogleCloudPlatform/dee-data-ai @GoogleCloudPlatform/python-samples-reviewers
 /media_cdn/**/*                        @justin-mp @msampathkumar @GoogleCloudPlatform/python-samples-reviewers
 /memorystore/**/*                      @GoogleCloudPlatform/python-samples-reviewers
 /ml_engine/**/*                        @ivanmkc @GoogleCloudPlatform/python-samples-reviewers

.github/blunderbuss.yml

@@ -85,6 +85,10 @@ assign_issues_by:
   - 'api: cloudiot'
   to:
   - GoogleCloudPlatform/api-iot
+- labels:
+  - 'api: language'
+  to:
+    - GoogleCloudPlatform/dee-data-ai
 - labels:
   - 'api: ml'
   to:

.github/header-checker-lint.yml

@@ -18,6 +18,8 @@ ignoreFiles:
   - "**/ghcnd-stations.txt"
   - "texttospeech/snippets/resources/example.txt"
   - "texttospeech/snippets/resources/hello.txt"
+  - "language/**/resources/*.txt"
+  - "language/snippets/classify_text/resources/texts/*.txt"
 
 ignoreLicenseYear: true
 

language/AUTHORING_GUIDE.md

@@ -0,0 +1 @@
+See https://github.com/GoogleCloudPlatform/python-docs-samples/blob/main/AUTHORING_GUIDE.md

language/CONTRIBUTING.md

@@ -0,0 +1 @@
+See https://github.com/GoogleCloudPlatform/python-docs-samples/blob/main/CONTRIBUTING.md

language/snippets/README.md

@@ -0,0 +1,15 @@
+# Google Cloud Natural Language API examples
+
+[![Open in Cloud Shell][shell_img]][shell_link]
+
+[shell_img]: http://gstatic.com/cloudssh/images/open-btn.png
+[shell_link]: https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/GoogleCloudPlatform/python-docs-samples&page=editor&open_in_editor=language/README.md
+
+This directory contains Python examples that use the
+[Google Cloud Natural Language API](https://cloud.google.com/natural-language/).
+
+- [api](api) has a simple command line tool that shows off the API's features.
+
+- [sentiment](sentiment) contains the [Sentiment Analysis
+  Tutorial](https://cloud.google.com/natural-language/docs/sentiment-tutorial)
+code as used within the documentation.

language/snippets/api/README.rst

@@ -0,0 +1,98 @@
+.. This file is automatically generated. Do not edit this file directly.
+
+Google Cloud Natural Language API Python Samples
+===============================================================================
+
+.. image:: https://gstatic.com/cloudssh/images/open-btn.png
+   :target: https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/GoogleCloudPlatform/python-docs-samples&page=editor&open_in_editor=language/api/README.rst
+
+
+This directory contains samples for Google Cloud Natural Language API. The `Google Cloud Natural Language API`_ provides natural language understanding technologies to developers, including sentiment analysis, entity recognition, and syntax analysis. This API is part of the larger Cloud Machine Learning API.
+
+
+
+
+.. _Google Cloud Natural Language API: https://cloud.google.com/natural-language/docs/
+
+
+
+
+
+Setup
+-------------------------------------------------------------------------------
+
+
+Authentication
+++++++++++++++
+
+This sample requires you to have authentication setup. Refer to the
+`Authentication Getting Started Guide`_ for instructions on setting up
+credentials for applications.
+
+.. _Authentication Getting Started Guide:
+    https://cloud.google.com/docs/authentication/getting-started
+
+Install Dependencies
+++++++++++++++++++++
+
+#. Clone python-docs-samples and change directory to the sample directory you want to use.
+
+    .. code-block:: bash
+
+        $ git clone https://github.com/GoogleCloudPlatform/python-docs-samples.git
+
+#. Install `pip`_ and `virtualenv`_ if you do not already have them. You may want to refer to the `Python Development Environment Setup Guide`_ for Google Cloud Platform for instructions.
+
+   .. _Python Development Environment Setup Guide:
+       https://cloud.google.com/python/setup
+
+#. Create a virtualenv. Samples are compatible with Python 2.7 and 3.4+.
+
+    .. code-block:: bash
+
+        $ virtualenv env
+        $ source env/bin/activate
+
+#. Install the dependencies needed to run the samples.
+
+    .. code-block:: bash
+
+        $ pip install -r requirements.txt
+
+.. _pip: https://pip.pypa.io/
+.. _virtualenv: https://virtualenv.pypa.io/
+
+Samples
+-------------------------------------------------------------------------------
+
+Analyze syntax
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
+
+.. image:: https://gstatic.com/cloudssh/images/open-btn.png
+   :target: https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/GoogleCloudPlatform/python-docs-samples&page=editor&open_in_editor=language/api/analyze.py,language/api/README.rst
+
+
+
+
+To run this sample:
+
+.. code-block:: bash
+
+    $ python analyze.py
+
+    usage: analyze.py [-h] {entities,sentiment,syntax} text
+
+    Analyzes text using the Google Cloud Natural Language API.
+
+    positional arguments:
+      {entities,sentiment,syntax}
+      text
+
+    optional arguments:
+      -h, --help            show this help message and exit
+
+
+
+
+
+.. _Google Cloud SDK: https://cloud.google.com/sdk/

language/snippets/api/README.rst.in

@@ -0,0 +1,22 @@
+# This file is used to generate README.rst
+
+product:
+  name: Google Cloud Natural Language API
+  short_name: Cloud Natural Language API
+  url: https://cloud.google.com/natural-language/docs/
+  description: > 
+    The `Google Cloud Natural Language API`_ provides natural language
+    understanding technologies to developers, including sentiment analysis,
+    entity recognition, and syntax analysis. This API is part of the larger
+    Cloud Machine Learning API.
+
+setup:
+- auth
+- install_deps
+
+samples:
+- name: Analyze syntax
+  file: analyze.py
+  show_help: true
+
+folder: language/api

language/snippets/api/analyze.py

@@ -0,0 +1,92 @@
+#!/usr/bin/env python
+
+# Copyright 2016 Google, Inc
+#
+# 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.
+
+"""Analyzes text using the Google Cloud Natural Language API."""
+
+import argparse
+import json
+import sys
+
+import googleapiclient.discovery
+
+
+def get_native_encoding_type():
+    """Returns the encoding type that matches Python's native strings."""
+    if sys.maxunicode == 65535:
+        return "UTF16"
+    else:
+        return "UTF32"
+
+
+def analyze_entities(text, encoding="UTF32"):
+    body = {
+        "document": {"type": "PLAIN_TEXT", "content": text},
+        "encoding_type": encoding,
+    }
+
+    service = googleapiclient.discovery.build("language", "v1")
+
+    request = service.documents().analyzeEntities(body=body)
+    response = request.execute()
+
+    return response
+
+
+def analyze_sentiment(text, encoding="UTF32"):
+    body = {
+        "document": {"type": "PLAIN_TEXT", "content": text},
+        "encoding_type": encoding,
+    }
+
+    service = googleapiclient.discovery.build("language", "v1")
+
+    request = service.documents().analyzeSentiment(body=body)
+    response = request.execute()
+
+    return response
+
+
+def analyze_syntax(text, encoding="UTF32"):
+    body = {
+        "document": {"type": "PLAIN_TEXT", "content": text},
+        "encoding_type": encoding,
+    }
+
+    service = googleapiclient.discovery.build("language", "v1")
+
+    request = service.documents().analyzeSyntax(body=body)
+    response = request.execute()
+
+    return response
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(
+        description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter
+    )
+    parser.add_argument("command", choices=["entities", "sentiment", "syntax"])
+    parser.add_argument("text")
+
+    args = parser.parse_args()
+
+    if args.command == "entities":
+        result = analyze_entities(args.text, get_native_encoding_type())
+    elif args.command == "sentiment":
+        result = analyze_sentiment(args.text, get_native_encoding_type())
+    elif args.command == "syntax":
+        result = analyze_syntax(args.text, get_native_encoding_type())
+
+    print(json.dumps(result, indent=2))