Remove global OpenAI client initialization #1539
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Importing Evals libraries from python for use as a library rather than a CLI tool fails if the OPENAI_API_KEY is not specified. Normally this wouldn't be a problem, if we were evaluating an OpenAI model, however there are cases where we may not be evaluating an OpenAI model. In those cases we may not set the OPENAI_API_KEY in advance. In addition, this PR makes changes to some unit tests either to pass, or skip those tests when the necessary API keys are not in the environment.
michaelAlvarino
requested review from
andrew-openai,
etr2460 and
katyhshi
as code owners
etr2460
reviewed
Jul 31, 2024
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| def openai_chatcompletion_create(*args, **kwargs): | ||
| return client.chat.completions.create(*args, **kwargs) | ||
| return OpenAI(api_key=os.environ.get("OPENAI_API_KEY")).chat.completions.create(*args, **kwargs) |
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instead of creating the client fresh on every call of this function, can we pass it in from the caller? Ideally it would be instantiated in an __init__ in a class like the changes you made in other files
| logging.info(f"Final report: {final_report}. Not writing anywhere.") | ||
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| def _green(str): |
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i assume we don't want these deletions in this file?
| def __init__(self, registry_paths: Sequence[Union[str, Path]] = DEFAULT_PATHS): | ||
| self._registry_paths = [Path(p) if isinstance(p, str) else p for p in registry_paths] | ||
| try: | ||
| self.client = OpenAI() |
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do we need OpenAI(api_key=os.environ.get("OPENAI_API_KEY"))?
| A list of Embedding namedtuples where each Embedding | ||
| represents the input string and its corresponding vector. | ||
| """ | ||
| client = OpenAI(api_key=os.environ.get("OPENAI_API_KEY")) |
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let's move this to an __init__ like in the GPTValidator?
| import anthropic | ||
| from anthropic import Anthropic | ||
| from anthropic.types import ContentBlock, MessageParam, Usage | ||
| from anthropic.types import TextBlock, MessageParam, Usage |
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this seems unrelated to this PR, maybe let's pull it into a different one?
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This PR removes OpenAI initialization calls that happen at import time so developers who want to use Evals as a library rather than a CLI tool, without the OPENAI_API_KEY environment variable specified, can do so.