Google Vision API文本检测Python示例使用项目:" google.com:cloudsdktool"而不是我自己的项目

时间:2016-06-27 07:38:36

标签: python google-cloud-platform google-cloud-vision google-cloud-console

我正在研究来自github repo的Cloud Vision API的python示例。

我已经设置了项目并使用其密钥激活了服务帐户。我也打电话给gcloud auth并输入了我的凭证。

这是我的代码(源自Vision API文本检测的python示例):

import base64
import os
import re
import sys

from googleapiclient import discovery
from googleapiclient import errors
import nltk
from nltk.stem.snowball import EnglishStemmer
from oauth2client.client import GoogleCredentials
import redis

DISCOVERY_URL = 'https://{api}.googleapis.com/$discovery/rest?version={apiVersion}'  # noqa
BATCH_SIZE = 10


class VisionApi:
    """Construct and use the Google Vision API service."""

    def __init__(self, api_discovery_file='/home/saadq/Dev/Projects/TM-visual-search/credentials-key.json'):
        self.credentials = GoogleCredentials.get_application_default()
        print self.credentials.to_json()
        self.service = discovery.build(
            'vision', 'v1', credentials=self.credentials,
            discoveryServiceUrl=DISCOVERY_URL)
        print DISCOVERY_URL

    def detect_text(self, input_filenames, num_retries=3, max_results=6):
        """Uses the Vision API to detect text in the given file.
        """
        images = {}
        for filename in input_filenames:
            with open(filename, 'rb') as image_file:
                images[filename] = image_file.read()

        batch_request = []
        for filename in images:
            batch_request.append({
                'image': {
                    'content': base64.b64encode(
                            images[filename]).decode('UTF-8')
                },
                'features': [{
                    'type': 'TEXT_DETECTION',
                    'maxResults': max_results,
                }]
            })
        request = self.service.images().annotate(
            body={'requests': batch_request})

        try:
            responses = request.execute(num_retries=num_retries)
            if 'responses' not in responses:
                return {}
            text_response = {}
            for filename, response in zip(images, responses['responses']):
                if 'error' in response:
                    print("API Error for %s: %s" % (
                            filename,
                            response['error']['message']
                            if 'message' in response['error']
                            else ''))
                    continue
                if 'textAnnotations' in response:
                    text_response[filename] = response['textAnnotations']
                else:
                    text_response[filename] = []
            return text_response
        except errors.HttpError as e:
            print("Http Error for %s: %s" % (filename, e))
        except KeyError as e2:
            print("Key error: %s" % e2)



vision = VisionApi()
print vision.detect_text(['test_article.png'])

这是我收到的错误消息:

Http Error for test_article.png: <HttpError 403 when requesting https://vision.googleapis.com/v1/images:annotate?alt=json returned "Google Cloud Vision API has not been used in project google.com:cloudsdktool before or it is disabled. Enable it by visiting https://console.developers.google.com/apis/api/vision.googleapis.com/overview?project=google.com:cloudsdktool then retry. If you enabled this API recently, wait a few minutes for the action to propagate to our systems and retry.">

我希望能够将自己的项目用于示例,而不是默认设置(google.com:cloudsdktool)。

2 个答案:

答案 0 :(得分:4)

下载您创建的凭据并更新GOOGLE_APPLICATION_CREDENTIALS环境变量以指向该文件:

export GOOGLE_APPLICATION_CREDENTIALS=/path/to/your/credentials-key.json

参考:https://github.com/GoogleCloudPlatform/cloud-vision/tree/master/python/text#set-up-to-authenticate-with-your-projects-credentials

答案 1 :(得分:1)

导出对我来说不起作用,甚至在代码中设置:

import os
...
os.environ['GOOGLE APPLICATION_CREDENTIALS'] = 'path to servvice account json'
os.environ['GCLOUD_PROJECT'] = 'project id'
...

但是这个修复工作: Google cloud speech api throwing 403 when trying to use it