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Create dataset_client.py
Browse files- src/dataset_client.py +50 -0
src/dataset_client.py
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import requests
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from typing import Dict, List, Optional
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class DatasetAPIClient:
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"""
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Lightweight wrapper around HuggingFace Datasets Server API.
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Docs-ish endpoints:
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/splits, /first-rows, /rows, /search, /filter
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"""
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BASE_URL = "https://datasets-server.huggingface.co"
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def __init__(self, dataset: str):
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self.dataset = dataset
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def list_splits(self) -> List[str]:
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url = f"{self.BASE_URL}/splits"
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params = {"dataset": self.dataset}
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r = requests.get(url, params=params, timeout=30)
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r.raise_for_status()
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data = r.json()
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splits = data.get("splits", [])
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return [s.get("split") for s in splits if "split" in s]
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def get_first_rows(self, split: str = "train", limit: int = 100, config: str = "default") -> Dict:
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url = f"{self.BASE_URL}/first-rows"
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params = {"dataset": self.dataset, "config": config, "split": split}
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r = requests.get(url, params=params, timeout=30)
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r.raise_for_status()
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return r.json()
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def get_rows(self, split: str = "train", offset: int = 0, length: int = 25, config: str = "default") -> Dict:
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url = f"{self.BASE_URL}/rows"
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params = {"dataset": self.dataset, "config": config, "split": split, "offset": offset, "length": length}
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r = requests.get(url, params=params, timeout=30)
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r.raise_for_status()
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return r.json()
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def search_dataset(self, query: str, split: str = "train", config: str = "default") -> Dict:
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url = f"{self.BASE_URL}/search"
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params = {"dataset": self.dataset, "config": config, "split": split, "query": query}
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r = requests.get(url, params=params, timeout=30)
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r.raise_for_status()
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return r.json()
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def filter_dataset(self, where: str, split: str = "train", config: str = "default") -> Dict:
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url = f"{self.BASE_URL}/filter"
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params = {"dataset": self.dataset, "config": config, "split": split, "where": where}
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r = requests.get(url, params=params, timeout=30)
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r.raise_for_status()
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return r.json()
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