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61 lines
2.1 KiB
Python
61 lines
2.1 KiB
Python
# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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import os
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import warnings
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from typing import Any, Dict, Optional
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from pydantic import BaseModel, Field
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class NvidiaDatasetIOConfig(BaseModel):
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"""Configuration for NVIDIA DatasetIO implementation."""
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api_key: Optional[str] = Field(
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default_factory=lambda: os.getenv("NVIDIA_API_KEY"),
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description="The NVIDIA API key.",
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)
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dataset_namespace: Optional[str] = Field(
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default_factory=lambda: os.getenv("NVIDIA_DATASET_NAMESPACE", "default"),
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description="The NVIDIA dataset namespace.",
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)
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project_id: Optional[str] = Field(
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default_factory=lambda: os.getenv("NVIDIA_PROJECT_ID", "test-project"),
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description="The NVIDIA project ID.",
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)
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datasets_url: str = Field(
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default_factory=lambda: os.getenv("NVIDIA_DATASETS_URL", "http://nemo.test"),
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description="Base URL for the NeMo Dataset API",
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)
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# warning for default values
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def __post_init__(self):
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default_values = []
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if os.getenv("NVIDIA_PROJECT_ID") is None:
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default_values.append("project_id='test-project'")
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if os.getenv("NVIDIA_DATASET_NAMESPACE") is None:
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default_values.append("dataset_namespace='default'")
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if os.getenv("NVIDIA_DATASETS_URL") is None:
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default_values.append("datasets_url='http://nemo.test'")
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if default_values:
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warnings.warn(
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f"Using default values: {', '.join(default_values)}. \
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Please set the environment variables to avoid this default behavior.",
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stacklevel=2,
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)
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@classmethod
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def sample_run_config(cls, **kwargs) -> Dict[str, Any]:
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return {
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"api_key": "${env.NVIDIA_API_KEY:}",
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"dataset_namespace": "${env.NVIDIA_DATASET_NAMESPACE:default}",
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"project_id": "${env.NVIDIA_PROJECT_ID:test-project}",
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"datasets_url": "${env.NVIDIA_DATASETS_URL:http://nemo.test}",
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}
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