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| 1 | +"""Download dataset files from IMDb and then decompress them.""" |
| 2 | + |
| 3 | +import os |
| 4 | +import gzip |
| 5 | +import argparse |
| 6 | +import requests |
| 7 | +from tqdm import tqdm |
| 8 | + |
| 9 | +# Default configuration settings |
| 10 | +SETTINGS = { |
| 11 | + "data_files": { |
| 12 | + "name.basics.tsv.gz", |
| 13 | + "title.akas.tsv.gz", |
| 14 | + "title.basics.tsv.gz", |
| 15 | + "title.crew.tsv.gz", |
| 16 | + "title.episode.tsv.gz", |
| 17 | + "title.principals.tsv.gz", |
| 18 | + "title.ratings.tsv.gz", |
| 19 | + }, |
| 20 | +} |
| 21 | + |
| 22 | + |
| 23 | +class IMDbDownloader: |
| 24 | + """Base downloader for IMDb data sets""" |
| 25 | + |
| 26 | + def __init__(self, download_dir, zip_file, chunk_size=1024): |
| 27 | + """Initialise IMDbDownloader object |
| 28 | +
|
| 29 | + Args: |
| 30 | + download_dir (string): Directory to download data file to |
| 31 | + zip_file (string): Name of compressed data file to download |
| 32 | + chunk_size (int, optional): Chunk size when downloading and decompressing data files. |
| 33 | +
|
| 34 | + Defaults to 1024. |
| 35 | + """ |
| 36 | + self.download_dir = download_dir |
| 37 | + self.zip_file = zip_file |
| 38 | + self.unzip_file = os.path.splitext(zip_file)[0] |
| 39 | + self.chunk_size = chunk_size |
| 40 | + |
| 41 | + def download_file(self, data_location): |
| 42 | + """Download non-commercial data sets from IMDb. |
| 43 | +
|
| 44 | + Args: |
| 45 | + data_location (string): URL where files are located to download |
| 46 | + """ |
| 47 | + url = data_location + self.zip_file |
| 48 | + |
| 49 | + # Streaming, so we can iterate over the response. |
| 50 | + response = requests.get(url, stream=True, timeout=60) |
| 51 | + total_size = int(response.headers.get("content-length", 0)) |
| 52 | + |
| 53 | + # Format for tqdm progress bar |
| 54 | + bar_format = "Progress: {l_bar}{bar} | Completed: {n_fmt} | Time: [{elapsed}]" |
| 55 | + |
| 56 | + # Create the download directory if it doesn't exist |
| 57 | + os.makedirs(self.download_dir, exist_ok=True) |
| 58 | + download_path = os.path.join(self.download_dir, self.zip_file) |
| 59 | + |
| 60 | + with tqdm.wrapattr( |
| 61 | + open(download_path, "wb"), |
| 62 | + "write", |
| 63 | + total=total_size, |
| 64 | + unit="B", |
| 65 | + unit_scale=True, |
| 66 | + desc=f"Downloading {self.zip_file}", |
| 67 | + bar_format=bar_format, |
| 68 | + leave=False, |
| 69 | + ) as f_out: |
| 70 | + for chunk in response.iter_content(chunk_size=self.chunk_size): |
| 71 | + f_out.write(chunk) |
| 72 | + |
| 73 | + def decompress_file(self, output_dir): |
| 74 | + """Decompress the gzipped datasets |
| 75 | +
|
| 76 | + Args: |
| 77 | + output_dir (string): Directory to write decompressed files to |
| 78 | + """ |
| 79 | + |
| 80 | + # Create the import directory if it doesn't exist |
| 81 | + os.makedirs(output_dir, exist_ok=True) |
| 82 | + input_file = os.path.join(self.download_dir, self.zip_file) |
| 83 | + |
| 84 | + # Remove the file extension for the uncompressed output file |
| 85 | + output_file = os.path.join(output_dir, self.unzip_file) |
| 86 | + |
| 87 | + # Format for tqdm progress bar |
| 88 | + bar_format = "Completed: {n_fmt} | Time: [{elapsed}]" |
| 89 | + with gzip.open(input_file, "rb") as f_in: |
| 90 | + with open(output_file, "wb") as f_out: |
| 91 | + p_bar = tqdm( |
| 92 | + unit="B", |
| 93 | + unit_scale=True, |
| 94 | + desc=f"Decompressing {self.zip_file}", |
| 95 | + bar_format=bar_format, |
| 96 | + leave=False, |
| 97 | + ) |
| 98 | + while True: |
| 99 | + block = f_in.read(self.chunk_size) |
| 100 | + if not block: |
| 101 | + break |
| 102 | + f_out.write(block) |
| 103 | + p_bar.update(len(block)) |
| 104 | + |
| 105 | + |
| 106 | +if __name__ == "__main__": |
| 107 | + |
| 108 | + # Parse command-line arguments |
| 109 | + parser = argparse.ArgumentParser( |
| 110 | + prog="download_imdb", |
| 111 | + description="Download non-commercial data sets from IMDb.", |
| 112 | + epilog="You can process the files with load_imdb.", |
| 113 | + ) |
| 114 | + parser.add_argument( |
| 115 | + "--data_location", |
| 116 | + type=str, |
| 117 | + default="https://datasets.imdbws.com/", |
| 118 | + help="Location of the IMDb non-commercial data files", |
| 119 | + ) |
| 120 | + parser.add_argument( |
| 121 | + "--download_dir", |
| 122 | + type=str, |
| 123 | + default="downloads", |
| 124 | + help="Directory to save downloaded files", |
| 125 | + ) |
| 126 | + parser.add_argument( |
| 127 | + "--output_dir", |
| 128 | + type=str, |
| 129 | + default="import", |
| 130 | + help="Directory to save unzipped dataset files (default:import)", |
| 131 | + ) |
| 132 | + parser.add_argument( |
| 133 | + "--chunk_size", |
| 134 | + type=int, |
| 135 | + default=1048576, |
| 136 | + help="Block size in bytes when downloading files (default: 1048576)", |
| 137 | + ) |
| 138 | + parser.add_argument( |
| 139 | + "--no_download", action="store_true", help="Don't download dataset files" |
| 140 | + ) |
| 141 | + parser.add_argument( |
| 142 | + "--no_decompress", action="store_true", help="Don't decompress dataset files" |
| 143 | + ) |
| 144 | + args = parser.parse_args() |
| 145 | + |
| 146 | + for file in tqdm( |
| 147 | + SETTINGS["data_files"], |
| 148 | + total=len(SETTINGS["data_files"]), |
| 149 | + desc="Processing IMDb dataset files", |
| 150 | + ): |
| 151 | + imdb_downloader = IMDbDownloader(args.download_dir, file) |
| 152 | + if not args.no_download: |
| 153 | + imdb_downloader.download_file(data_location=args.data_location) |
| 154 | + |
| 155 | + if not args.no_decompress: |
| 156 | + imdb_downloader.decompress_file(args.output_dir) |
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