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import os
from dataclasses import dataclass
from typing import Union
@dataclass
class ServerParameterManager:
retriver_device: str = os.environ.get("RETRIEVER_DEVICE", "cpu")
reader_device: str = os.environ.get("READER_DEVICE", "cpu")
index_device: str = os.environ.get("INDEX_DEVICE", retriver_device)
precision: Union[str, int] = os.environ.get("PRECISION", "fp32")
index_precision: Union[str, int] = os.environ.get("INDEX_PRECISION", precision)
question_encoder: str = os.environ.get("QUESTION_ENCODER", None)
passage_encoder: str = os.environ.get("PASSAGE_ENCODER", None)
document_index: str = os.environ.get("DOCUMENT_INDEX", None)
reader_encoder: str = os.environ.get("READER_ENCODER", None)
top_k: int = int(os.environ.get("TOP_K", 100))
use_faiss: bool = os.environ.get("USE_FAISS", False)
window_batch_size: int = int(os.environ.get("WINDOW_BATCH_SIZE", 32))
window_size: int = int(os.environ.get("WINDOW_SIZE", 32))
window_stride: int = int(os.environ.get("WINDOW_SIZE", 16))
split_on_spaces: bool = os.environ.get("SPLIT_ON_SPACES", False)
class RayParameterManager:
def __init__(self) -> None:
self.num_gpus = int(os.environ.get("NUM_GPUS", 1))
self.min_replicas = int(os.environ.get("MIN_REPLICAS", 1))
self.max_replicas = int(os.environ.get("MAX_REPLICAS", 1))
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