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3beb6cf54b222bb31a9678b00c864349d60c72d3..989542559980a33a3355fe6c793ce4a8abb86878 100644 --- a/WABAD.py +++ b/WABAD.py @@ -1,72 +1,295 @@ -import datasets -import pandas as pd -import os -import ast - - -class WABADBuilderConfig(datasets.BuilderConfig): - def __init__(self, location_dir, **kwargs): - super().__init__(**kwargs) - self.location_dir = location_dir - -class WABADDataset(datasets.GeneratorBasedBuilder): - BUILDER_CONFIGS = [ - WABADBuilderConfig(name="BAM", location_dir="BAM", description="BAM location"), - WABADBuilderConfig(name="ARD", location_dir="ARD", description="ARD location"), - # add more locations here - ] - - def _info(self): - return datasets.DatasetInfo( - features=datasets.Features({ - "audio": datasets.Audio(), - "labels": datasets.Sequence(datasets.Value("int32")), - "site_ID": datasets.Value("string"), - # any other metadata - }) - ) - - def _split_generators(self, dl_manager): - config_dir = self.config.location_dir - - # Use the correct dataset URL format and download specific files - train_url = f"https://huggingface.co/datasets/benmcewen/WABAD/resolve/main/{config_dir}/{config_dir}_metadata_train.parquet" - test_url = f"https://huggingface.co/datasets/benmcewen/WABAD/resolve/main/{config_dir}/{config_dir}_metadata_test.parquet" - - # Download the parquet files - train_file = dl_manager.download(train_url) - test_file = dl_manager.download(test_url) - - return [ - datasets.SplitGenerator( - name=datasets.Split.TRAIN, - gen_kwargs={ - "parquet_file": train_file, - "config_dir": config_dir - }, - ), - datasets.SplitGenerator( - name=datasets.Split.TEST, - gen_kwargs={ - "parquet_file": test_file, - "config_dir": config_dir - }, - ) - ] - - def _generate_examples(self, parquet_file, config_dir): - df = pd.read_parquet(parquet_file) - for idx, row in df.iterrows(): - # Download audio file on demand - audio_url = f"https://huggingface.co/datasets/benmcewen/WABAD/resolve/main/{config_dir}/audio/{os.path.basename(row['filepath'])}" - - labels = row["labels"] - if isinstance(labels, str): - labels = ast.literal_eval(labels) - - yield idx, { - "audio": {"path": audio_url, "bytes": None}, # Let datasets handle the download - "labels": labels, - "site_ID": row.get("site_ID", self.config.name), - # other metadata - } \ No newline at end of file +import datasets +import pandas as pd +import os +import ast +import zipfile +from pathlib import Path + + +def _extract_zip_to_folder(zip_path, output_dir): + """Extract zip file to output directory, similar to BirdSet's tar extraction""" + # Check if data already exists + if not os.path.isfile(output_dir) and os.path.isdir(output_dir) and os.listdir(output_dir): + return output_dir + + os.makedirs(output_dir, exist_ok=True) + + with zipfile.ZipFile(zip_path, 'r') as zip_ref: + for member in zip_ref.infolist(): + if not member.is_dir(): + # Extract file to output directory + member.filename = os.path.basename(member.filename) + zip_ref.extract(member, path=output_dir) + + return output_dir + + +def _extract_and_delete_zip(dl_dir: dict, cache_dir: str = None) -> dict: + """Extract downloaded zip files and delete archives immediately, similar to BirdSet""" + audio_paths = {name: [] for name, data in dl_dir.items() if name.startswith('audio_')} + + for name, data in dl_dir.items(): + if not name.startswith('audio_'): + continue + + # Extract zip file + directory, filename = os.path.split(data) + output_dir = os.path.join(cache_dir or directory, "extracted", filename.split(".")[0]) + audio_path = _extract_zip_to_folder(data, output_dir) + + # Clean up + os.remove(data) + # Remove lock files if they exist (datasets >3.0.0) + if os.path.exists(f"{data}.lock"): + os.remove(f"{data}.lock") + if os.path.exists(f"{data}.json"): + os.remove(f"{data}.json") + + # Store the base name without 'audio_' prefix + base_name = name.replace('audio_', '') + audio_paths[base_name] = audio_path + + return audio_paths + + +class WABADBuilderConfig(datasets.BuilderConfig): + def __init__(self, location_dir, **kwargs): + super().__init__(**kwargs) + self.location_dir = location_dir + + +class WABADDataset(datasets.GeneratorBasedBuilder): + """WABAD: World Acoustic Bird Audio Dataset""" + + # Batch size to prevent memory issues + DEFAULT_WRITER_BATCH_SIZE = 500 + + BUILDER_CONFIGS = [ + WABADBuilderConfig(name="ARD", location_dir="ARD", description="ARD location"), + WABADBuilderConfig(name="BAM", location_dir="BAM", description="BAM location"), + WABADBuilderConfig(name="BERB", location_dir="BERB", description="BERB location"), + WABADBuilderConfig(name="BIAL", location_dir="BIAL", description="BIAL location"), + WABADBuilderConfig(name="BMT", location_dir="BMT", description="BMT location"), + WABADBuilderConfig(name="BIOLIN", location_dir="BIOLIN", description="BIOLIN location"), + WABADBuilderConfig(name="BRCAS", location_dir="BRCAS", description="BRCAS location"), + WABADBuilderConfig(name="BRE", location_dir="BRE", description="BRE location"), + WABADBuilderConfig(name="BUR", location_dir="BUR", description="BUR location"), + WABADBuilderConfig(name="CARI", location_dir="CARI", description="CARI location"), + WABADBuilderConfig(name="CAT", location_dir="CAT", description="CAT location"), + WABADBuilderConfig(name="CB", location_dir="CB", description="CB location"), + WABADBuilderConfig(name="CLH", location_dir="CLH", description="CLH location"), + WABADBuilderConfig(name="COU", location_dir="COU", description="COU location"), + WABADBuilderConfig(name="CRAT", location_dir="CRAT", description="CRAT location"), + WABADBuilderConfig(name="CRUZ", location_dir="CRUZ", description="CRUZ location"), + WABADBuilderConfig(name="DEVA", location_dir="DEVA", description="DEVA location"), + WABADBuilderConfig(name="DONG", location_dir="DONG", description="DONG location"), + WABADBuilderConfig(name="DUNAS", location_dir="DUNAS", description="DUNAS location"), + WABADBuilderConfig(name="DYOM", location_dir="DYOM", description="DYOM location"), + WABADBuilderConfig(name="EFFOR", location_dir="EFFOR", description="EFFOR location"), + WABADBuilderConfig(name="EFFOU", location_dir="EFFOU", description="EFFOU location"), + WABADBuilderConfig(name="EMP", location_dir="EMP", description="EMP location"), + WABADBuilderConfig(name="EVROS", location_dir="EVROS", description="EVROS location"), + WABADBuilderConfig(name="FEU", location_dir="FEU", description="FEU location"), + WABADBuilderConfig(name="FNCA", location_dir="FNCA", description="FNCA location"), + WABADBuilderConfig(name="GLEN", location_dir="GLEN", description="GLEN location"), + WABADBuilderConfig(name="GTLU", location_dir="GTLU", description="GTLU location"), + WABADBuilderConfig(name="HAG", location_dir="HAG", description="HAG location"), + WABADBuilderConfig(name="HAK", location_dir="HAK", description="HAK location"), + WABADBuilderConfig(name="HAR", location_dir="HAR", description="HAR location"), + WABADBuilderConfig(name="HONDO", location_dir="HONDO", description="HONDO location"), + WABADBuilderConfig(name="HUAP", location_dir="HUAP", description="HUAP location"), + WABADBuilderConfig(name="JUNCA", location_dir="JUNCA", description="JUNCA location"), + WABADBuilderConfig(name="KAR", location_dir="KAR", description="KAR location"), + WABADBuilderConfig(name="LIM", location_dir="LIM", description="LIM location"), + WABADBuilderConfig(name="MABI", location_dir="MABI", description="MABI location"), + WABADBuilderConfig(name="MAPIMI", location_dir="MAPIMI", description="MAPIMI location"), + WABADBuilderConfig(name="MARTI", location_dir="MARTI", description="MARTI location"), + WABADBuilderConfig(name="MILLAN", location_dir="MILLAN", description="MILLAN location"), + WABADBuilderConfig(name="MONTEB", location_dir="MONTEB", description="MONTEB location"), + WABADBuilderConfig(name="MOPU", location_dir="MOPU", description="MOPU location"), + WABADBuilderConfig(name="NAV", location_dir="NAV", description="NAV location"), + WABADBuilderConfig(name="NL", location_dir="NL", description="NL location"), + WABADBuilderConfig(name="OESF", location_dir="OESF", description="OESF location"), + WABADBuilderConfig(name="OIO", location_dir="OIO", description="OIO location"), + WABADBuilderConfig(name="OLIV", location_dir="OLIV", description="OLIV location"), + WABADBuilderConfig(name="PETI", location_dir="PETI", description="PETI location"), + WABADBuilderConfig(name="POZO", location_dir="POZO", description="POZO location"), + WABADBuilderConfig(name="PUUL", location_dir="PUUL", description="PUUL location"), + WABADBuilderConfig(name="QR", location_dir="QR", description="QR location"), + WABADBuilderConfig(name="RBA", location_dir="RBA", description="RBA location"), + WABADBuilderConfig(name="RFP", location_dir="RFP", description="RFP location"), + WABADBuilderConfig(name="RGU", location_dir="RGU", description="RGU location"), + WABADBuilderConfig(name="RME", location_dir="RME", description="RME location"), + WABADBuilderConfig(name="ROTOK", location_dir="ROTOK", description="ROTOK location"), + WABADBuilderConfig(name="SAL", location_dir="SAL", description="SAL location"), + WABADBuilderConfig(name="SBN", location_dir="SBN", description="SBN location"), + WABADBuilderConfig(name="SCHG", location_dir="SCHG", description="SCHG location"), + WABADBuilderConfig(name="SD", location_dir="SD", description="SD location"), + WABADBuilderConfig(name="SITH", location_dir="SITH", description="SITH location"), + WABADBuilderConfig(name="SLOB", location_dir="SLOB", description="SLOB location"), + WABADBuilderConfig(name="SPMCO", location_dir="SPMCO", description="SPMCO location"), + WABADBuilderConfig(name="TAM", location_dir="TAM", description="TAM location"), + WABADBuilderConfig(name="UNI", location_dir="UNI", description="UNI location"), + WABADBuilderConfig(name="VER", location_dir="VER", description="VER location"), + WABADBuilderConfig(name="VIL", location_dir="VIL", description="VIL location") + ] + + def _info(self): + return datasets.DatasetInfo( + description="WABAD: World Acoustic Bird Audio Dataset", + features=datasets.Features({ + "audio": datasets.Audio(sampling_rate=48_000, mono=True, decode=False), + "filename": datasets.Value("string"), + "filepath": datasets.Value("string"), + "labels": datasets.Sequence(datasets.Value("int32")), + "species": datasets.Sequence(datasets.Value("string")), + "site_ID": datasets.Value("string"), + "study_area": datasets.Value("string"), + "recording_location": datasets.Value("string"), + "biome": datasets.Value("string"), + "latitude": datasets.Value("string"), + "longitude": datasets.Value("string"), + "recorder": datasets.Value("string"), + "omnidirectional": datasets.Value("string"), + "sampling_rate": datasets.Value("string"), + "recording_date": datasets.Value("string"), + "min_annotated": datasets.Value("int32"), + "contact": datasets.Value("string"), + "reference": datasets.Value("string"), + }) + ) + + def _split_generators(self, dl_manager): + config_dir = self.config.location_dir + base_url = f"https://huggingface.co/datasets/benmcewen/WABAD/resolve/main/{config_dir}" + + print(f"Loading config: {config_dir}") + print(f"Base URL: {base_url}") + + # Download metadata and audio files + dl_dir = dl_manager.download({ + "meta_train": f"{base_url}/{config_dir}_metadata_train.parquet", + "meta_test": f"{base_url}/{config_dir}_metadata_test.parquet", + "audio_zip": f"{base_url}/audio.zip", # Single zip for both splits + }) + + # Extract zip file if not streaming + audio_extracted_path = None + if not dl_manager.is_streaming: + # Extract the single zip file + directory, filename = os.path.split(dl_dir["audio_zip"]) + output_dir = os.path.join(dl_manager.download_config.cache_dir or directory, "extracted", filename.split(".")[0]) + audio_extracted_path = _extract_zip_to_folder(dl_dir["audio_zip"], output_dir) + + # Clean up zip file + os.remove(dl_dir["audio_zip"]) + if os.path.exists(f"{dl_dir['audio_zip']}.lock"): + os.remove(f"{dl_dir['audio_zip']}.lock") + if os.path.exists(f"{dl_dir['audio_zip']}.json"): + os.remove(f"{dl_dir['audio_zip']}.json") + + return [ + datasets.SplitGenerator( + name=datasets.Split.TRAIN, + gen_kwargs={ + "audio_archive_iterator": dl_manager.iter_archive(dl_dir["audio_zip"]) if dl_manager.is_streaming else None, + "audio_extracted_path": audio_extracted_path, + "meta_path": dl_dir["meta_train"], + "split": "train" + }, + ), + datasets.SplitGenerator( + name=datasets.Split.TEST, + gen_kwargs={ + "audio_archive_iterator": dl_manager.iter_archive(dl_dir["audio_zip"]) if dl_manager.is_streaming else None, + "audio_extracted_path": audio_extracted_path, + "meta_path": dl_dir["meta_test"], + "split": "test" + }, + ) + ] + + def _generate_examples(self, audio_archive_iterator, audio_extracted_path, meta_path, split): + # Load metadata + metadata = pd.read_parquet(meta_path) + if metadata.index.name != "filename": + # Set filename as index for easier lookup + if "filename" in metadata.columns: + metadata.index = metadata["filename"] + else: + # Fallback: extract filename from filepath + metadata.index = metadata["filepath"].apply(lambda x: os.path.basename(x)) + + idx = 0 + + # Handle streaming case + if audio_archive_iterator: + for audio_path_in_archive, audio_file in audio_archive_iterator: + file_name = os.path.basename(audio_path_in_archive) + + # Find matching metadata rows + if file_name in metadata.index: + rows = metadata.loc[[file_name]] if isinstance(metadata.loc[file_name], pd.Series) else metadata.loc[metadata.index == file_name] + audio_bytes = audio_file.read() + + for _, row in (rows.to_frame().T if isinstance(rows, pd.Series) else rows).iterrows(): + yield idx, self._metadata_from_row(row, audio_bytes=audio_bytes) + idx += 1 + + # Handle non-streaming case + elif audio_extracted_path: + audio_files = os.listdir(audio_extracted_path) + + for audio_file in audio_files: + if audio_file in metadata.index: + row_data = metadata.loc[audio_file] + + # Handle case where there might be multiple rows for same filename + if isinstance(row_data, pd.DataFrame): + for _, row in row_data.iterrows(): + audio_path = os.path.join(audio_extracted_path, audio_file) + yield idx, self._metadata_from_row(row, audio_path=audio_path) + idx += 1 + else: + audio_path = os.path.join(audio_extracted_path, audio_file) + yield idx, self._metadata_from_row(row_data, audio_path=audio_path) + idx += 1 + + def _metadata_from_row(self, row, audio_path=None, audio_bytes=None): + """Convert metadata row to example format""" + # Parse labels if they're stored as strings + labels = row.get("labels", []) + if isinstance(labels, str): + try: + labels = ast.literal_eval(labels) + except (ValueError, SyntaxError): + labels = [] + + # Parse species if it's stored as string + species = row.get("species", []) + if isinstance(species, str): + try: + species = ast.literal_eval(species) + except (ValueError, SyntaxError): + species = [species] if species else [] + + return { + "audio": {"path": audio_path, "bytes": audio_bytes} if audio_bytes else audio_path, + "filename": row.get("filename", ""), + "filepath": row.get("filepath", ""), + "labels": labels, + "species": species, + "site_ID": row.get("site_ID", self.config.name), + "study_area": row.get("study_area", ""), + "recording_location": row.get("recording_location", ""), + "biome": row.get("biome", ""), + "latitude": str(row.get("latitude", "")), + "longitude": str(row.get("longitude", "")), + "recorder": row.get("recorder", ""), + "omnidirectional": row.get("omnidirectional", ""), + "sampling_rate": row.get("sampling_rate", ""), + "recording_date": str(row.get("recording_date", "")), + "min_annotated": int(row.get("min_annotated", 0)) if pd.notna(row.get("min_annotated")) else 0, + "contact": row.get("contact", ""), + "reference": row.get("reference", ""), + } \ No newline at end of file diff --git a/WABAD_old.py b/WABAD_old.py new file mode 100644 index 0000000000000000000000000000000000000000..ef08de1f865980a768034b346fd7369762f1de8e --- /dev/null +++ b/WABAD_old.py @@ -0,0 +1,72 @@ +import datasets +import pandas as pd +import os +import ast + + +class WABADBuilderConfig(datasets.BuilderConfig): + def __init__(self, location_dir, **kwargs): + super().__init__(**kwargs) + self.location_dir = location_dir + +class WABADDataset(datasets.GeneratorBasedBuilder): + BUILDER_CONFIGS = [ + WABADBuilderConfig(name="BAM", location_dir="BAM", description="BAM location"), + WABADBuilderConfig(name="ARD", location_dir="ARD", description="ARD location"), + # add more locations here + ] + + def _info(self): + return datasets.DatasetInfo( + features=datasets.Features({ + "audio": datasets.Audio(), + "labels": datasets.Sequence(datasets.Value("int32")), + "site_ID": datasets.Value("string"), + # any other metadata + }) + ) + + def _split_generators(self, dl_manager): + config_dir = self.config.location_dir + + # Use the correct dataset URL format and download specific files + train_url = f"https://huggingface.co/datasets/benmcewen/WABAD/resolve/main/{config_dir}/{config_dir}_metadata_train.parquet" + test_url = f"https://huggingface.co/datasets/benmcewen/WABAD/resolve/main/{config_dir}/{config_dir}_metadata_test.parquet" + + # Download the parquet files + train_file = dl_manager.download(train_url) + test_file = dl_manager.download(test_url) + + return [ + datasets.SplitGenerator( + name=datasets.Split.TRAIN, + gen_kwargs={ + "parquet_file": train_file, + "config_dir": config_dir + }, + ), + datasets.SplitGenerator( + name=datasets.Split.TEST, + gen_kwargs={ + "parquet_file": test_file, + "config_dir": config_dir + }, + ) + ] + + def _generate_examples(self, parquet_file, config_dir): + df = pd.read_parquet(parquet_file) + for idx, row in df.iterrows(): + # Download audio file on demand + audio_url = f"https://huggingface.co/datasets/benmcewen/WABAD/resolve/main/{config_dir}/audio/{os.path.basename(row['filepath'])}" + + labels = row["labels"] + if isinstance(labels, str): + labels = ast.literal_eval(labels) + + yield idx, { + "audio": {"path": audio_url, "bytes": None}, # Let datasets handle the download + "labels": labels, + "site_ID": row.get("site_ID", self.config.name), + # other metadata + } \ No newline at end of file