import os import gzip import zipfile class ClueWeb22Api: """ ClueWeb22Api adapted from source: https://github.com/lemurproject/ClueWeb22/blob/main/ClueWeb22Api.py """ def __init__(self, cw22id, cw22root_path): self.cw22id = cw22id self.cw22root_path = cw22root_path def get_base_filename_by_id(self, cw22id, cw22root_path, file_type='html'): # /data/datasets/clueweb22/ClueWeb22_B/txt html_path = self.cw22root_path + os.sep + file_type # clueweb22-en00{subfolder_id}-{jjsongz_id}-{ddoc_id}" id_parts = cw22id.split('-') doc = int(id_parts[len(id_parts) - 1]) language = id_parts[1][:2] # en segment = id_parts[1][:4] # en00 directory = id_parts[1] # en0000 # /data/datasets/clueweb22/ClueWeb22_B/txt + en + en00 + en0000 base_path = html_path + os.sep + language + os.sep + segment + os.sep + directory + os.sep base_filename = base_path + id_parts[1] + '-' + id_parts[2] return base_filename def get_primary_node_ids(self, annotate_html): annotations = annotate_html.annotations primary_node_ids = [] for annotation in annotations: if annotation.type == AnnotateHtml.AnnotationType.Primary: primary_node_ids.append(int(annotation.nodeId)) primary_node_ids.sort() return primary_node_ids def get_html_from_warc(self): cw22id = self.cw22id cw22root_path = self.cw22root_path base_filename = self.get_base_filename_by_id(cw22id, cw22root_path) warc_path = base_filename + '.warc.gz' offset_path = base_filename + '.warc.offset' id_parts = cw22id.split('-') doc = int(id_parts[len(id_parts) - 1]) #Get html from warc using offset offset_length = len('{:010d}\n'.format(0, 0)) with open (warc_path,'rb') as f_warc: with open (offset_path, 'r') as f_offset: f_offset.seek(int(doc) * int(offset_length)) start_bytes = int (f_offset.read (offset_length).strip()) end_bytes = int (f_offset.read (offset_length).strip()) f_warc.seek(start_bytes) record = f_warc.read(end_bytes - start_bytes) record = gzip.decompress(record).decode('utf-8') #Remove the WARC header to get the htmlStr warc_header = '' for line in record.splitlines(): warc_header += line warc_header += '\r\n' if len(line.strip()) == 0: break record = record[len(warc_header):] return record def get_json_record(self, record_type): cw22id = self.cw22id cw22root_path = self.cw22root_path base_filename = self.get_base_filename_by_id(cw22id, cw22root_path, file_type=record_type) json_path = base_filename + '.json.gz' offset_path = base_filename + '.offset' id_parts = cw22id.split('-') doc = int(id_parts[len(id_parts) - 1]) offset_length = len('{:010d}\n'.format(0, 0)) with open (json_path,'rb') as f_json: with open (offset_path, 'r') as f_offset: f_offset.seek(int(doc) * int(offset_length)) start_bytes = int (f_offset.read (offset_length).strip()) end_bytes = int (f_offset.read (offset_length).strip()) f_json.seek(start_bytes) record = f_json.read(end_bytes - start_bytes) record = gzip.decompress(record).decode('utf-8') return record def get_clean_text(self): record = self.get_json_record('txt') return record def get_inlinks(self): record = self.get_json_record('inlink') return record def get_outlinks(self): record = self.get_json_record('outlink') return record def get_marcoweb_clean_text(self): record = self.get_marcoweb_json_record('txt') return record def get_marcoweb_json_record(self, record_type): cw22id = self.cw22id cw22root_path = self.cw22root_path def get_base_filename(): html_path = cw22root_path + os.sep id_parts = cw22id.split('-') # "clueweb22-en-{jjsongz_id}-{ddoc_id}" language = id_parts[1] base_path = html_path + os.sep + language + os.sep base_filename = base_path + id_parts[1] + '-' + id_parts[2] return base_filename # custom file path base_filename = get_base_filename() json_path = base_filename + '.json.gz' offset_path = base_filename + '.offset' id_parts = cw22id.split('-') doc = int(id_parts[len(id_parts) - 1]) offset_length = len('{:010d}\n'.format(0, 0)) with open (json_path,'rb') as f_json: with open (offset_path, 'r') as f_offset: f_offset.seek(int(doc) * int(offset_length)) start_bytes = int (f_offset.read (offset_length).strip()) end_bytes = int (f_offset.read (offset_length).strip()) f_json.seek(start_bytes) record = f_json.read(end_bytes - start_bytes) record = gzip.decompress(record).decode('utf-8') return record