feat: NVIDIA beginner e2e notebook

This commit is contained in:
Jash Gulabrai 2025-04-15 23:26:38 -04:00
parent 7cdd2a0410
commit 6927cdf5ce
31 changed files with 888 additions and 1621 deletions

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