import re import click import pandas as pd from io import StringIO @click.command() @click.argument('tsv-file', type=click.Path(exists=True), required=True, nargs=1) @click.argument('url-file', type=click.Path(exists=False), required=True, nargs=1) def extract_document_links(tsv_file, url_file): parts = extract_doc_links(tsv_file) urls = [part['url'] for part in parts] urls = pd.DataFrame(urls, columns=['url']) urls.to_csv(url_file, sep="\t", quoting=3, index=False) @click.command() @click.argument('tsv-file', type=click.Path(exists=True), required=True, nargs=1) @click.argument('annotated-tsv-file', type=click.Path(exists=False), required=True, nargs=1) def annotate_tsv(tsv_file, annotated_tsv_file): parts = extract_doc_links(tsv_file) annotated_parts = [] for part in parts: part_data = StringIO(part['header'] + part['text']) df = pd.read_csv(part_data, sep="\t", comment='#', quoting=3) df['url_id'] = len(annotated_parts) annotated_parts.append(df) df = pd.concat(annotated_parts) df.to_csv(annotated_tsv_file, sep="\t", quoting=3, index=False) def extract_doc_links(tsv_file): parts = [] header = None with open(tsv_file, 'r') as f: text = [] url = None for line in f: if header is None: header = "\t".join(line.split()) + '\n' continue urls = [url for url in re.findall(r'http[s]?://(?:[a-zA-Z]|[0-9]|[$-_@.&+]|[!*\(\),]|(?:%[0-9a-fA-F][0-9a-fA-F]))+', line)] if len(urls) > 0: if url is not None: parts.append({"url": url, 'header': header, 'text': "".join(text)}) text = [] url = urls[-1] else: if url is None: continue line = '\t'.join(line.split()) if line.count('\t') == 2: line = "\t" + line if line.count('\t') == 3: text.append(line + '\n') continue if line.startswith('#'): continue if len(line) == 0: continue print('Line error: |', line, '|Number of Tabs: ', line.count('\t')) parts.append({"url": url, 'header': header, 'text': "".join(text)}) return parts