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include README.rst LICENSE | ||
recursive-include google *.json *.proto | ||
recursive-include unit_tests * | ||
recursive-include tests * | ||
global-exclude *.pyc __pycache__ |
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__import__('pkg_resources').declare_namespace(__name__) |
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packages/google-cloud-vision/google/cloud/gapic/vision/__init__.py
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__import__('pkg_resources').declare_namespace(__name__) |
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packages/google-cloud-vision/google/cloud/gapic/vision/v1/enums.py
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# Copyright 2016 Google Inc. All rights reserved. | ||
# | ||
# 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. | ||
"""Wrappers for protocol buffer enum types.""" | ||
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class TextAnnotation(object): | ||
class DetectedBreak(object): | ||
class BreakType(object): | ||
""" | ||
Enum to denote the type of break found. New line, space etc. | ||
Attributes: | ||
UNKNOWN (int): Unknown break label type. | ||
SPACE (int): Regular space. | ||
SURE_SPACE (int): Sure space (very wide). | ||
EOL_SURE_SPACE (int): Line-wrapping break. | ||
HYPHEN (int): End-line hyphen that is not present in text; does | ||
LINE_BREAK (int): not co-occur with SPACE, LEADER_SPACE, or | ||
LINE_BREAK. | ||
Line break that ends a paragraph. | ||
""" | ||
UNKNOWN = 0 | ||
SPACE = 1 | ||
SURE_SPACE = 2 | ||
EOL_SURE_SPACE = 3 | ||
HYPHEN = 4 | ||
LINE_BREAK = 5 | ||
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class Block(object): | ||
class BlockType(object): | ||
""" | ||
Type of a block (text, image etc) as identified by OCR. | ||
Attributes: | ||
UNKNOWN (int): Unknown block type. | ||
TEXT (int): Regular text block. | ||
TABLE (int): Table block. | ||
PICTURE (int): Image block. | ||
RULER (int): Horizontal/vertical line box. | ||
BARCODE (int): Barcode block. | ||
""" | ||
UNKNOWN = 0 | ||
TEXT = 1 | ||
TABLE = 2 | ||
PICTURE = 3 | ||
RULER = 4 | ||
BARCODE = 5 | ||
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class Likelihood(object): | ||
""" | ||
A bucketized representation of likelihood, which is intended to give clients | ||
highly stable results across model upgrades. | ||
Attributes: | ||
UNKNOWN (int): Unknown likelihood. | ||
VERY_UNLIKELY (int): It is very unlikely that the image belongs to the specified vertical. | ||
UNLIKELY (int): It is unlikely that the image belongs to the specified vertical. | ||
POSSIBLE (int): It is possible that the image belongs to the specified vertical. | ||
LIKELY (int): It is likely that the image belongs to the specified vertical. | ||
VERY_LIKELY (int): It is very likely that the image belongs to the specified vertical. | ||
""" | ||
UNKNOWN = 0 | ||
VERY_UNLIKELY = 1 | ||
UNLIKELY = 2 | ||
POSSIBLE = 3 | ||
LIKELY = 4 | ||
VERY_LIKELY = 5 | ||
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class Feature(object): | ||
class Type(object): | ||
""" | ||
Type of image feature. | ||
Attributes: | ||
TYPE_UNSPECIFIED (int): Unspecified feature type. | ||
FACE_DETECTION (int): Run face detection. | ||
LANDMARK_DETECTION (int): Run landmark detection. | ||
LOGO_DETECTION (int): Run logo detection. | ||
LABEL_DETECTION (int): Run label detection. | ||
TEXT_DETECTION (int): Run OCR. | ||
DOCUMENT_TEXT_DETECTION (int): Run dense text document OCR. Takes precedence when both | ||
DOCUMENT_TEXT_DETECTION and TEXT_DETECTION are present. | ||
SAFE_SEARCH_DETECTION (int): Run computer vision models to compute image safe-search properties. | ||
IMAGE_PROPERTIES (int): Compute a set of image properties, such as the image's dominant colors. | ||
CROP_HINTS (int): Run crop hints. | ||
WEB_DETECTION (int): Run web detection. | ||
""" | ||
TYPE_UNSPECIFIED = 0 | ||
FACE_DETECTION = 1 | ||
LANDMARK_DETECTION = 2 | ||
LOGO_DETECTION = 3 | ||
LABEL_DETECTION = 4 | ||
TEXT_DETECTION = 5 | ||
DOCUMENT_TEXT_DETECTION = 11 | ||
SAFE_SEARCH_DETECTION = 6 | ||
IMAGE_PROPERTIES = 7 | ||
CROP_HINTS = 9 | ||
WEB_DETECTION = 10 | ||
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class FaceAnnotation(object): | ||
class Landmark(object): | ||
class Type(object): | ||
""" | ||
Face landmark (feature) type. | ||
Left and right are defined from the vantage of the viewer of the image | ||
without considering mirror projections typical of photos. So, ``LEFT_EYE``, | ||
typically, is the person's right eye. | ||
Attributes: | ||
UNKNOWN_LANDMARK (int): Unknown face landmark detected. Should not be filled. | ||
LEFT_EYE (int): Left eye. | ||
RIGHT_EYE (int): Right eye. | ||
LEFT_OF_LEFT_EYEBROW (int): Left of left eyebrow. | ||
RIGHT_OF_LEFT_EYEBROW (int): Right of left eyebrow. | ||
LEFT_OF_RIGHT_EYEBROW (int): Left of right eyebrow. | ||
RIGHT_OF_RIGHT_EYEBROW (int): Right of right eyebrow. | ||
MIDPOINT_BETWEEN_EYES (int): Midpoint between eyes. | ||
NOSE_TIP (int): Nose tip. | ||
UPPER_LIP (int): Upper lip. | ||
LOWER_LIP (int): Lower lip. | ||
MOUTH_LEFT (int): Mouth left. | ||
MOUTH_RIGHT (int): Mouth right. | ||
MOUTH_CENTER (int): Mouth center. | ||
NOSE_BOTTOM_RIGHT (int): Nose, bottom right. | ||
NOSE_BOTTOM_LEFT (int): Nose, bottom left. | ||
NOSE_BOTTOM_CENTER (int): Nose, bottom center. | ||
LEFT_EYE_TOP_BOUNDARY (int): Left eye, top boundary. | ||
LEFT_EYE_RIGHT_CORNER (int): Left eye, right corner. | ||
LEFT_EYE_BOTTOM_BOUNDARY (int): Left eye, bottom boundary. | ||
LEFT_EYE_LEFT_CORNER (int): Left eye, left corner. | ||
RIGHT_EYE_TOP_BOUNDARY (int): Right eye, top boundary. | ||
RIGHT_EYE_RIGHT_CORNER (int): Right eye, right corner. | ||
RIGHT_EYE_BOTTOM_BOUNDARY (int): Right eye, bottom boundary. | ||
RIGHT_EYE_LEFT_CORNER (int): Right eye, left corner. | ||
LEFT_EYEBROW_UPPER_MIDPOINT (int): Left eyebrow, upper midpoint. | ||
RIGHT_EYEBROW_UPPER_MIDPOINT (int): Right eyebrow, upper midpoint. | ||
LEFT_EAR_TRAGION (int): Left ear tragion. | ||
RIGHT_EAR_TRAGION (int): Right ear tragion. | ||
LEFT_EYE_PUPIL (int): Left eye pupil. | ||
RIGHT_EYE_PUPIL (int): Right eye pupil. | ||
FOREHEAD_GLABELLA (int): Forehead glabella. | ||
CHIN_GNATHION (int): Chin gnathion. | ||
CHIN_LEFT_GONION (int): Chin left gonion. | ||
CHIN_RIGHT_GONION (int): Chin right gonion. | ||
""" | ||
UNKNOWN_LANDMARK = 0 | ||
LEFT_EYE = 1 | ||
RIGHT_EYE = 2 | ||
LEFT_OF_LEFT_EYEBROW = 3 | ||
RIGHT_OF_LEFT_EYEBROW = 4 | ||
LEFT_OF_RIGHT_EYEBROW = 5 | ||
RIGHT_OF_RIGHT_EYEBROW = 6 | ||
MIDPOINT_BETWEEN_EYES = 7 | ||
NOSE_TIP = 8 | ||
UPPER_LIP = 9 | ||
LOWER_LIP = 10 | ||
MOUTH_LEFT = 11 | ||
MOUTH_RIGHT = 12 | ||
MOUTH_CENTER = 13 | ||
NOSE_BOTTOM_RIGHT = 14 | ||
NOSE_BOTTOM_LEFT = 15 | ||
NOSE_BOTTOM_CENTER = 16 | ||
LEFT_EYE_TOP_BOUNDARY = 17 | ||
LEFT_EYE_RIGHT_CORNER = 18 | ||
LEFT_EYE_BOTTOM_BOUNDARY = 19 | ||
LEFT_EYE_LEFT_CORNER = 20 | ||
RIGHT_EYE_TOP_BOUNDARY = 21 | ||
RIGHT_EYE_RIGHT_CORNER = 22 | ||
RIGHT_EYE_BOTTOM_BOUNDARY = 23 | ||
RIGHT_EYE_LEFT_CORNER = 24 | ||
LEFT_EYEBROW_UPPER_MIDPOINT = 25 | ||
RIGHT_EYEBROW_UPPER_MIDPOINT = 26 | ||
LEFT_EAR_TRAGION = 27 | ||
RIGHT_EAR_TRAGION = 28 | ||
LEFT_EYE_PUPIL = 29 | ||
RIGHT_EYE_PUPIL = 30 | ||
FOREHEAD_GLABELLA = 31 | ||
CHIN_GNATHION = 32 | ||
CHIN_LEFT_GONION = 33 | ||
CHIN_RIGHT_GONION = 34 |
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packages/google-cloud-vision/google/cloud/gapic/vision/v1/image_annotator_client.py
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# Copyright 2017, Google Inc. All rights reserved. | ||
# | ||
# 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. | ||
# | ||
# EDITING INSTRUCTIONS | ||
# This file was generated from the file | ||
# https://github.com/google/googleapis/blob/master/google/cloud/vision/v1/image_annotator.proto, | ||
# and updates to that file get reflected here through a refresh process. | ||
# For the short term, the refresh process will only be runnable by Google engineers. | ||
# | ||
# The only allowed edits are to method and file documentation. A 3-way | ||
# merge preserves those additions if the generated source changes. | ||
"""Accesses the google.cloud.vision.v1 ImageAnnotator API.""" | ||
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import collections | ||
import json | ||
import os | ||
import pkg_resources | ||
import platform | ||
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from google.gax import api_callable | ||
from google.gax import config | ||
from google.gax import path_template | ||
import google.gax | ||
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from google.cloud.gapic.vision.v1 import enums | ||
from google.cloud.proto.vision.v1 import image_annotator_pb2 | ||
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class ImageAnnotatorClient(object): | ||
"""Service that performs Google Cloud Vision API detection tasks over | ||
client images, such as face, landmark, logo, label, and text detection. The | ||
ImageAnnotator service returns detected entities from the images. | ||
""" | ||
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SERVICE_ADDRESS = 'vision.googleapis.com' | ||
"""The default address of the service.""" | ||
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DEFAULT_SERVICE_PORT = 443 | ||
"""The default port of the service.""" | ||
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# The scopes needed to make gRPC calls to all of the methods defined in | ||
# this service | ||
_ALL_SCOPES = ('https://www.googleapis.com/auth/cloud-platform', ) | ||
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def __init__(self, | ||
service_path=SERVICE_ADDRESS, | ||
port=DEFAULT_SERVICE_PORT, | ||
channel=None, | ||
credentials=None, | ||
ssl_credentials=None, | ||
scopes=None, | ||
client_config=None, | ||
app_name=None, | ||
app_version='', | ||
lib_name=None, | ||
lib_version='', | ||
metrics_headers=()): | ||
"""Constructor. | ||
Args: | ||
service_path (string): The domain name of the API remote host. | ||
port (int): The port on which to connect to the remote host. | ||
channel (:class:`grpc.Channel`): A ``Channel`` instance through | ||
which to make calls. | ||
credentials (object): The authorization credentials to attach to | ||
requests. These credentials identify this application to the | ||
service. | ||
ssl_credentials (:class:`grpc.ChannelCredentials`): A | ||
``ChannelCredentials`` instance for use with an SSL-enabled | ||
channel. | ||
scopes (list[string]): A list of OAuth2 scopes to attach to requests. | ||
client_config (dict): | ||
A dictionary for call options for each method. See | ||
:func:`google.gax.construct_settings` for the structure of | ||
this data. Falls back to the default config if not specified | ||
or the specified config is missing data points. | ||
app_name (string): The name of the application calling | ||
the service. Recommended for analytics purposes. | ||
app_version (string): The version of the application calling | ||
the service. Recommended for analytics purposes. | ||
lib_name (string): The API library software used for calling | ||
the service. (Unless you are writing an API client itself, | ||
leave this as default.) | ||
lib_version (string): The API library software version used | ||
for calling the service. (Unless you are writing an API client | ||
itself, leave this as default.) | ||
metrics_headers (dict): A dictionary of values for tracking | ||
client library metrics. Ultimately serializes to a string | ||
(e.g. 'foo/1.2.3 bar/3.14.1'). This argument should be | ||
considered private. | ||
Returns: | ||
A ImageAnnotatorClient object. | ||
""" | ||
# Unless the calling application specifically requested | ||
# OAuth scopes, request everything. | ||
if scopes is None: | ||
scopes = self._ALL_SCOPES | ||
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# Initialize an empty client config, if none is set. | ||
if client_config is None: | ||
client_config = {} | ||
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# Initialize metrics_headers as an ordered dictionary | ||
# (cuts down on cardinality of the resulting string slightly). | ||
metrics_headers = collections.OrderedDict(metrics_headers) | ||
metrics_headers['gl-python'] = platform.python_version() | ||
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# The library may or may not be set, depending on what is | ||
# calling this client. Newer client libraries set the library name | ||
# and version. | ||
if lib_name: | ||
metrics_headers[lib_name] = lib_version | ||
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# Finally, track the GAPIC package version. | ||
metrics_headers['gapic'] = pkg_resources.get_distribution( | ||
'google-cloud-vision', ).version | ||
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# Load the configuration defaults. | ||
default_client_config = json.loads( | ||
pkg_resources.resource_string( | ||
__name__, 'image_annotator_client_config.json').decode()) | ||
defaults = api_callable.construct_settings( | ||
'google.cloud.vision.v1.ImageAnnotator', | ||
default_client_config, | ||
client_config, | ||
config.STATUS_CODE_NAMES, | ||
metrics_headers=metrics_headers, ) | ||
self.image_annotator_stub = config.create_stub( | ||
image_annotator_pb2.ImageAnnotatorStub, | ||
channel=channel, | ||
service_path=service_path, | ||
service_port=port, | ||
credentials=credentials, | ||
scopes=scopes, | ||
ssl_credentials=ssl_credentials) | ||
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self._batch_annotate_images = api_callable.create_api_call( | ||
self.image_annotator_stub.BatchAnnotateImages, | ||
settings=defaults['batch_annotate_images']) | ||
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# Service calls | ||
def batch_annotate_images(self, requests, options=None): | ||
""" | ||
Run image detection and annotation for a batch of images. | ||
Example: | ||
>>> from google.cloud.gapic.vision.v1 import image_annotator_client | ||
>>> client = image_annotator_client.ImageAnnotatorClient() | ||
>>> requests = [] | ||
>>> response = client.batch_annotate_images(requests) | ||
Args: | ||
requests (list[:class:`google.cloud.proto.vision.v1.image_annotator_pb2.AnnotateImageRequest`]): Individual image annotation requests for this batch. | ||
options (:class:`google.gax.CallOptions`): Overrides the default | ||
settings for this call, e.g, timeout, retries etc. | ||
Returns: | ||
A :class:`google.cloud.proto.vision.v1.image_annotator_pb2.BatchAnnotateImagesResponse` instance. | ||
Raises: | ||
:exc:`google.gax.errors.GaxError` if the RPC is aborted. | ||
:exc:`ValueError` if the parameters are invalid. | ||
""" | ||
# Create the request object. | ||
request = image_annotator_pb2.BatchAnnotateImagesRequest( | ||
requests=requests) | ||
return self._batch_annotate_images(request, options) |
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