193 lines
6.9 KiB
Python
193 lines
6.9 KiB
Python
# coding: utf-8
|
|
|
|
from __future__ import absolute_import
|
|
|
|
import datetime
|
|
import re
|
|
import importlib
|
|
|
|
# python 2 and python 3 compatibility library
|
|
import six
|
|
|
|
from huaweicloudsdkcore.client import Client
|
|
from huaweicloudsdkcore.exceptions import exceptions
|
|
from huaweicloudsdkcore.utils import http_utils
|
|
|
|
|
|
class ImageClient(Client):
|
|
"""
|
|
:param configuration: .Configuration object for this client
|
|
:param pool_threads: The number of threads to use for async requests
|
|
to the API. More threads means more concurrent API requests.
|
|
"""
|
|
|
|
PRIMITIVE_TYPES = (float, bool, bytes, six.text_type) + six.integer_types
|
|
NATIVE_TYPES_MAPPING = {
|
|
'int': int,
|
|
'long': int if six.PY3 else long,
|
|
'float': float,
|
|
'str': str,
|
|
'bool': bool,
|
|
'date': datetime.date,
|
|
'datetime': datetime.datetime,
|
|
'object': object,
|
|
}
|
|
|
|
def __init__(self):
|
|
super(ImageClient, self).__init__()
|
|
self.model_package = importlib.import_module("huaweicloudsdkimage.v1.model")
|
|
self.preset_headers = {'User-Agent': 'HuaweiCloud-SDK-Python'}
|
|
|
|
|
|
|
|
def run_celebrity_recognition(self, request):
|
|
"""名人识别
|
|
|
|
分析并识别图片中包含的政治人物、明星及网红人物,返回人物信息及人脸坐标。
|
|
|
|
:param RunCelebrityRecognitionRequest request
|
|
:return: RunCelebrityRecognitionResponse
|
|
"""
|
|
return self.run_celebrity_recognition_with_http_info(request)
|
|
|
|
def run_celebrity_recognition_with_http_info(self, request):
|
|
"""名人识别
|
|
|
|
分析并识别图片中包含的政治人物、明星及网红人物,返回人物信息及人脸坐标。
|
|
|
|
:param RunCelebrityRecognitionRequest request
|
|
:return: tuple(RunCelebrityRecognitionResponse, status_code(int), headers(HTTPHeaderDict))
|
|
"""
|
|
|
|
all_params = ['body']
|
|
all_params.append('async_req')
|
|
all_params.append('_return_http_data_only')
|
|
all_params.append('_preload_content')
|
|
all_params.append('_request_timeout')
|
|
|
|
local_var_params = {}
|
|
for attr in request.attribute_map:
|
|
if hasattr(request, attr):
|
|
local_var_params[attr] = getattr(request, attr)
|
|
|
|
collection_formats = {}
|
|
|
|
path_params = {}
|
|
|
|
query_params = []
|
|
|
|
header_params = {}
|
|
|
|
form_params = []
|
|
|
|
body_params = None
|
|
if 'body' in local_var_params:
|
|
body_params = local_var_params['body']
|
|
|
|
header_params['Accept'] = http_utils.select_header_accept(
|
|
['*/*', 'application/json'])
|
|
|
|
header_params['Content-Type'] = http_utils.select_header_content_type(
|
|
['application/json;charset=UTF-8'])
|
|
auth_settings = []
|
|
|
|
return self.call_api(
|
|
'/v1.0/image/celebrity-recognition', 'POST',
|
|
path_params,
|
|
query_params,
|
|
header_params,
|
|
body=body_params,
|
|
post_params=form_params,
|
|
response_type='RunCelebrityRecognitionResponse',
|
|
auth_settings=auth_settings,
|
|
collection_formats=collection_formats)
|
|
|
|
def run_image_tagging(self, request):
|
|
"""图像标签
|
|
|
|
自然图像的语义内容非常丰富,一个图像包含多个标签内容,图像标签服务准确识别自然图片中数百种场景、上千种通用物体及其属性,让智能相册管理、照片检索和分类、基于场景内容或者物体的广告推荐等功能更加直观。使用时用户发送待处理图片,返回图片标签内容及相应置信度。
|
|
|
|
:param RunImageTaggingRequest request
|
|
:return: RunImageTaggingResponse
|
|
"""
|
|
return self.run_image_tagging_with_http_info(request)
|
|
|
|
def run_image_tagging_with_http_info(self, request):
|
|
"""图像标签
|
|
|
|
自然图像的语义内容非常丰富,一个图像包含多个标签内容,图像标签服务准确识别自然图片中数百种场景、上千种通用物体及其属性,让智能相册管理、照片检索和分类、基于场景内容或者物体的广告推荐等功能更加直观。使用时用户发送待处理图片,返回图片标签内容及相应置信度。
|
|
|
|
:param RunImageTaggingRequest request
|
|
:return: tuple(RunImageTaggingResponse, status_code(int), headers(HTTPHeaderDict))
|
|
"""
|
|
|
|
all_params = ['body']
|
|
all_params.append('async_req')
|
|
all_params.append('_return_http_data_only')
|
|
all_params.append('_preload_content')
|
|
all_params.append('_request_timeout')
|
|
|
|
local_var_params = {}
|
|
for attr in request.attribute_map:
|
|
if hasattr(request, attr):
|
|
local_var_params[attr] = getattr(request, attr)
|
|
|
|
collection_formats = {}
|
|
|
|
path_params = {}
|
|
|
|
query_params = []
|
|
|
|
header_params = {}
|
|
|
|
form_params = []
|
|
|
|
body_params = None
|
|
if 'body' in local_var_params:
|
|
body_params = local_var_params['body']
|
|
|
|
header_params['Accept'] = http_utils.select_header_accept(
|
|
['*/*', 'application/json'])
|
|
|
|
header_params['Content-Type'] = http_utils.select_header_content_type(
|
|
['application/json;charset=UTF-8'])
|
|
auth_settings = []
|
|
|
|
return self.call_api(
|
|
'/v1.0/image/tagging', 'POST',
|
|
path_params,
|
|
query_params,
|
|
header_params,
|
|
body=body_params,
|
|
post_params=form_params,
|
|
response_type='RunImageTaggingResponse',
|
|
auth_settings=auth_settings,
|
|
collection_formats=collection_formats)
|
|
|
|
|
|
def call_api(self, resource_path, method,
|
|
path_params=None, query_params=None, header_params=None,
|
|
body=None, post_params=None,
|
|
response_type=None, auth_settings=None, collection_formats=None):
|
|
"""Makes the HTTP request and returns deserialized data.
|
|
|
|
:param resource_path: Path to method endpoint.
|
|
:param method: Method to call.
|
|
:param path_params: Path parameters in the url.
|
|
:param query_params: Query parameters in the url.
|
|
:param header_params: Header parameters to be
|
|
placed in the request header.
|
|
:param body: Request body.
|
|
:param post_params dict: Request post form parameters,
|
|
for `application/x-www-form-urlencoded`, `multipart/form-data`.
|
|
:param auth_settings list: Auth Settings names for the request.
|
|
:param response_type: Response data type.
|
|
:param collection_formats: dict of collection formats for path, query,
|
|
header, and post parameters.
|
|
:return:
|
|
Return the response directly.
|
|
"""
|
|
return self.do_http_request(method, resource_path, path_params,
|
|
query_params, header_params, body, post_params,
|
|
response_type, collection_formats)
|