mirror of
https://github.com/cunnymessiah/keychecker.git
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based
48 lines
1.6 KiB
Python
48 lines
1.6 KiB
Python
import APIKey
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import json
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import vertexai
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from google.cloud import aiplatform
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from google.oauth2 import service_account
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import google.api_core.exceptions
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from vertexai.language_models import TextGenerationModel
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location = 'us-central1' # location doesn't matter unlike azure/aws
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def check_vertexai(key: APIKey):
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try:
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credentials = service_account.Credentials.from_service_account_file(key.api_key)
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with open(key.api_key, 'r') as file:
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data = json.load(file)
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if data.get('type') != 'service_account':
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return
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project_id = data.get('project_id')
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if not project_id:
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return
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key.project_id = project_id
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aiplatform.init(credentials=credentials, location=location, project=key.project_id)
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test_model_response(key, credentials)
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except google.api_core.exceptions.InvalidArgument:
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key.api_key = f'"{key.api_key}"'
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return True # if we get to the stage where google yells at us for a bad parameter, 99% sure the key works.
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except Exception as e:
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return
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def test_model_response(key: APIKey, credentials):
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vertexai.init(project=key.project_id, location=location, credentials=credentials)
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model = TextGenerationModel.from_pretrained("text-bison@002")
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model.predict("bweh", **{"temperature": 0.1, "max_output_tokens": 0})
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def pretty_print_vertexai_keys(keys):
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print('-' * 90)
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print(f'Validated {len(keys)} Google Vertex AI keys:')
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for key in keys:
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print(f'{key.api_key} | {key.project_id}')
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print(f'\n--- Total Valid Google Vertex AI Keys: {len(keys)} ---\n')
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