Upload tvillarr.py
Browse files- tvillarr.py +129 -0
tvillarr.py
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import json, re
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import requests
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import sys, gzip
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import bibtexparser
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from tqdm import tqdm
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from urlextract import URLExtract
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utid: str = 'tvillarr'
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base: dict[str, str] = {
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'model':'https://huggingface.co/',
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'data': 'https://huggingface.co/datasets/',
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'source': 'https://raw.githubusercontent.com/'
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}
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# Path to README file in a HuggingFace repo
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hf_readme_path: str = '/raw/main/README.md'
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# Path to raw README file in GitHub repo
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gh_readme_path: str = '/master/README.md'
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gh_readme_path_alt: str = '/main/README.md'
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extU = URLExtract()
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#r1\b(10[.][0-9]{4,}(?:[.][0-9]+)*/(?:(?!["&\'<>])[[:graph:]])+)\b'
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DOIpattern = r'\b(10\.\d{4,9}\/[-._;()/:A-Z0-9]+)\b/i'
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def extract_urls(content: str) -> list:
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'''
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Extracts URLs from provided text content
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Args:
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content (str): text to extract URLs from
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Returns:
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list: list of URLs found
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'''
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res = extU.find_urls(content)
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return res
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def extract_dois(content: str) -> list:
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'''
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Extracts DOIs from provided content following the regexp
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Args:
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content (str): text to extract DOIs from
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Returns:
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list: list of DOIs found
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'''
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res = re.findall(DOIpattern, content)
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return res
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def extract_bibs(content: str) -> list:
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'''
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Extracts BIB entries from content following the regexp
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Args:
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content (str): text to extract BIBs from
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Returns:
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list: list of BIBS found
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'''
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try:
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b = bibtexparser.loads(content)
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bibs = b.entries
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except:
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bibs = []
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return bibs
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def run(source_type: str) -> None:
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with open(f"input/{utid}_{source_type}", 'r') as f:
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for line in tqdm(f):
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line = line.strip()
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# Source (GitHub repos)
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if source_type == "source":
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# Splitting the line as source file format is num;repo
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npapers, line = line.split(';')
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# Not using "github.com/" from line
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current_url = f'{base[source_type]}{line[11:]}{gh_readme_path}'
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# Model and Data
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else:
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current_url = f'{base[source_type]}{line}{hf_readme_path}'
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r = requests.get(current_url)
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# If the request isn't OK; mainly used for GitHub
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if r.status_code != 200:
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if source_type == "source":
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# Trying to get main branch instead of master branch
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current_url = f'{base[source_type]}{line[11:]}{gh_readme_path_alt}'
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r = requests.get(current_url)
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# If we're okay with new URL, then continue on
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if r.status_code == 200:
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continue
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# If not, just return URL back to original URL and request
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else:
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current_url = f'{base[source_type]}{line[11:]}{gh_readme_path}'
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r = requests.get(current_url)
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# print(f"Current URL: {current_url}")
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content = r.text
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urls = extract_urls(content)
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# print(f"URLS: {urls}")
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dois = extract_dois(content)
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# print(f"DOIs: {dois}")
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bibs = extract_bibs(content)
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# print(f"BIBs: {bibs}")
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res = {'ID': line, 'type': source_type, 'url': current_url, 'content': content, 'links': urls, 'dois': dois, 'bibs': bibs}
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out = json.dumps(res, ensure_ascii=False)
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output_file.write((out+"\n").encode())
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output_file = gzip.open(f"output/{utid}.json.gz", 'w')
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run("model")
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run("data")
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run("source")
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