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import argparse | ||
import json | ||
import os | ||
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# Using OS library to call CLI commands in Python | ||
os.system("snscrape --jsonl --max-results 5 twitter-search Retraite> user-tweets.json") | ||
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# load JSON data from file | ||
with open("user-tweets.json", "r") as file: | ||
data = file.readlines() | ||
def get_arguments() -> argparse.Namespace: | ||
parser = argparse.ArgumentParser() | ||
parser.add_argument("--search-pattern", "-s", default="retraite", | ||
help="Search pattern, You can search between a user, a hashtag or a keyword. For example: @user, '#hashtag', keyword. Dont forget to put the search pattern between quotes if it's an hashtag or else it won't work.") | ||
parser.add_argument("--max-results", "-m", type=int, | ||
default=5, help="Maximum number of results") | ||
parser.add_argument("--output", "-o", type=str, | ||
default="scrap.json", help="Output file name") | ||
args = parser.parse_args() | ||
return args | ||
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# parse JSON data into a list of dictionaries | ||
records = [json.loads(record) for record in data] | ||
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# wrap records in a single dictionary | ||
wrapped_data = {"records": records} | ||
def get_scraper(args: argparse.Namespace) -> str: | ||
search_pattern = args.search_pattern | ||
first_char = search_pattern[0] | ||
if first_char == "@": | ||
return "twitter-user" | ||
elif first_char == "#": | ||
return "twitter-hashtag" | ||
else: | ||
return "twitter-search" | ||
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# save wrapped data to a new file | ||
with open("wrapped_data.json", "w") as file: | ||
json.dump(wrapped_data, file, indent=4) | ||
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for record in records: | ||
print(record["renderedContent"]) | ||
def search(search_pattern: str, scrapper: str, max_results: int, output: str) -> list[dict[str, str]]: | ||
os.system( | ||
f"snscrape --jsonl --max-results {max_results} {scrapper} {search_pattern} > {output}") | ||
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# load JSON data from file | ||
with open(f"{output}", "r") as file: | ||
data = file.readlines() | ||
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# parse JSON data into a list of dictionaries | ||
records: list[dict[str, str]] = [json.loads(record) for record in data] | ||
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# remove the original file | ||
os.remove(f"{output}") | ||
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# wrap records in a single dictionary | ||
format_json(records, output) | ||
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return records | ||
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def format_json(records: list[dict[str, str]], output: str) -> None: | ||
wrapped_data = {"records": records} | ||
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# save wrapped data to a new file | ||
with open(f"{output}", "w") as file: | ||
json.dump(wrapped_data, file, indent=4) | ||
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if __name__ == "__main__": | ||
args = get_arguments() | ||
scrapper = get_scraper(args) | ||
print( | ||
f"---------- Searching for {args.search_pattern} using {scrapper} scrapper ----------") | ||
print() | ||
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if scrapper == "twitter-user" or scrapper == "twitter-hashtag": | ||
args.search_pattern = args.search_pattern[1:] | ||
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records = search(args.search_pattern, scrapper, | ||
args.max_results, args.output) | ||
for record in records: | ||
print(f'- {record["renderedContent"]}') | ||
print() | ||
print() |