Upload bookcoref.py with huggingface_hub
Browse files- bookcoref.py +34 -31
bookcoref.py
CHANGED
@@ -19,7 +19,7 @@ import sys
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from collections import defaultdict
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from multiprocessing import Pool, cpu_count
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from pathlib import Path
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from typing import Generator, Iterable, Literal, Mapping
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import datasets
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import spacy
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@@ -50,9 +50,25 @@ _HOMEPAGE = ""
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_LICENSE = "CC BY-NC-SA 4.0 License"
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}
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@@ -141,43 +157,28 @@ class BookCoref(datasets.GeneratorBasedBuilder):
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return logger
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def _load_local_data(
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self,
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) -> dict[Literal["train", "validation", "test"], dict]:
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# Custom method to load local data files
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if self.config.name == "full":
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data_dir = self.LOCAL_DATA_DIR / "full"
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elif self.config.name == "splitted":
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data_dir = self.LOCAL_DATA_DIR / "splitted"
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else:
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raise ValueError(f"Unknown config name: {self.config.name}")
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data = {}
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for
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f"{split_name}_splitted.jsonl" if self.config.name == "splitted" else f"{split_name}.jsonl"
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)
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with open(filepath, "r") as f:
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samples = [json.loads(line) for line in f]
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data[split_name] = samples
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return data
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def _load_local_delta(self) -> Delta:
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delta = Delta(delta_path=delta_file, deserializer=json_loads)
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return delta
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def _load_local_lengths(self) -> dict[str, list[int]]:
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with open(lengths_file, "r") as f:
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lengths = json.load(f)
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return lengths
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def _download_gutenberg_data(
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self,
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gutenberg_keys: list[str],
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dl_manager: DownloadManager
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) -> dict[str, str]:
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special_gutenberg_urls = {
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"28240": "https://web.archive.org/web/20240320095627/https://gutenberg.org/ebooks/28240.txt.utf-8"
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@@ -263,9 +264,11 @@ class BookCoref(datasets.GeneratorBasedBuilder):
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return all_split_docs
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def _split_generators(self, dl_manager: DownloadManager
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self.logger.info("Loading local data...")
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gutenberg_data = defaultdict(dict)
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for split, samples in local_data.items():
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for sample in samples:
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@@ -274,8 +277,8 @@ class BookCoref(datasets.GeneratorBasedBuilder):
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self.logger.info(
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f"Loaded {gutenberg_data_size} samples from local data for `{self.config.name}` configuration."
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)
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delta = self._load_local_delta()
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lengths = self._load_local_lengths()
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gutenberg_keys = set(
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sample["gutenberg_key"] if self.config.name == "full" else sample["gutenberg_key"].split("_")[0]
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for split in local_data.values()
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from collections import defaultdict
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from multiprocessing import Pool, cpu_count
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from pathlib import Path
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from typing import Generator, Iterable, Literal, Mapping, Union
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import datasets
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import spacy
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_LICENSE = "CC BY-NC-SA 4.0 License"
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_LOCAL_DATA_DIR = Path("bookcoref_annotations")
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_LOCAL_FILES = {
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"full": [
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_LOCAL_DATA_DIR / "full" / "train.jsonl",
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_LOCAL_DATA_DIR / "full" / "validation.jsonl",
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_LOCAL_DATA_DIR / "full" / "test.jsonl",
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],
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"splitted": [
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_LOCAL_DATA_DIR / "splitted" / "train_splitted.jsonl",
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_LOCAL_DATA_DIR / "splitted" / "validation_splitted.jsonl",
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_LOCAL_DATA_DIR / "splitted" / "test_splitted.jsonl",
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],
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"delta": [
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_LOCAL_DATA_DIR / "gutenberg_delta.json",
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],
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"lengths": [
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_LOCAL_DATA_DIR / "gutenberg_lengths.json",
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],
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}
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return logger
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def _load_local_data(self, splits_paths: list[str]) -> dict[Literal["train", "validation", "test"], dict]:
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data = {}
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for filepath in splits_paths:
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split_name = Path(filepath).stem.split("_")[0]
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with open(filepath, "r") as f:
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samples = [json.loads(line) for line in f]
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data[split_name] = samples
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return data
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def _load_local_delta(self, delta_path: str) -> Delta:
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delta = Delta(delta_path=delta_path, deserializer=json_loads) # type: ignore
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return delta
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def _load_local_lengths(self, lengths_path: str) -> dict[str, list[int]]:
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with open(lengths_path, "r") as f:
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lengths = json.load(f)
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return lengths
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def _download_gutenberg_data(
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self,
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gutenberg_keys: list[str],
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dl_manager: Union[DownloadManager, StreamingDownloadManager],
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) -> dict[str, str]:
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special_gutenberg_urls = {
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"28240": "https://web.archive.org/web/20240320095627/https://gutenberg.org/ebooks/28240.txt.utf-8"
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return all_split_docs
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def _split_generators(self, dl_manager: Union[DownloadManager, StreamingDownloadManager]):
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self.logger.info("Loading local data...")
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all_local_data: dict[str, list[str]] = dl_manager.download_and_extract(_LOCAL_FILES) # type: ignore
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local_data = self._load_local_data(all_local_data[self.config.name])
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gutenberg_data = defaultdict(dict)
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for split, samples in local_data.items():
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for sample in samples:
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self.logger.info(
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f"Loaded {gutenberg_data_size} samples from local data for `{self.config.name}` configuration."
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)
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delta = self._load_local_delta(all_local_data["delta"][0])
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lengths = self._load_local_lengths(all_local_data["lengths"][0])
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gutenberg_keys = set(
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sample["gutenberg_key"] if self.config.name == "full" else sample["gutenberg_key"].split("_")[0]
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for split in local_data.values()
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