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gpt4free/testing/test_providers.py

70 lines
1.8 KiB
Python

import sys
from pathlib import Path
sys.path.append(str(Path(__file__).parent.parent))
from g4f import BaseProvider, models, provider
def main():
providers = get_providers()
results: list[list[str | bool]] = []
for _provider in providers:
print("start", _provider.__name__)
actual_working = judge(_provider)
expected_working = _provider.working
match = actual_working == expected_working
results.append([_provider.__name__, expected_working, actual_working, match])
print("failed provider list")
for result in results:
if not result[3]:
print(result)
def get_providers() -> list[type[BaseProvider]]:
provider_names = dir(provider)
ignore_names = [
"base_provider",
"BaseProvider",
]
provider_names = [
provider_name
for provider_name in provider_names
if not provider_name.startswith("__") and provider_name not in ignore_names
]
return [getattr(provider, provider_name) for provider_name in provider_names]
def create_response(_provider: type[BaseProvider]) -> str:
model = (
models.gpt_35_turbo.name
if _provider is not provider.H2o
else models.falcon_7b.name
)
response = _provider.create_completion(
model=model,
messages=[{"role": "user", "content": "Hello world!, plz yourself"}],
stream=False,
)
return "".join(response)
def judge(_provider: type[BaseProvider]) -> bool:
if _provider.needs_auth:
return _provider.working
try:
response = create_response(_provider)
assert type(response) is str
return len(response) > 1
except Exception as e:
print(e)
return False
if __name__ == "__main__":
main()