| | import json
|
| | import os
|
| | from typing import Iterator
|
| | from concurrent.futures import ThreadPoolExecutor
|
| |
|
| | def filter_json_lines(input_file_name: str, output_file_name: str, words_to_match: list[str], num_threads: int = 10) -> None:
|
| | """
|
| | Filters JSON lines from the input file and writes the filtered lines to the output file.
|
| | Lines are filtered out if the "output" field contains any of the specified words.
|
| |
|
| | :param input_file_name: Name of the input JSON file.
|
| | :param output_file_name: Name of the output JSON file.
|
| | :param words_to_match: List of words to match in the "output" field.
|
| | :param num_threads: Number of threads to use for parallel processing (defaults to 10).
|
| | """
|
| | script_dir = os.path.dirname(os.path.abspath(__file__))
|
| | input_file_path = os.path.join(script_dir, input_file_name)
|
| | output_file_path = os.path.join(script_dir, output_file_name)
|
| |
|
| | with open(input_file_path, 'r', encoding='utf-8') as input_fp, open(output_file_path, 'w', encoding='utf-8') as output_fp:
|
| | with ThreadPoolExecutor(max_workers=num_threads) as executor:
|
| | futures = [executor.submit(filter_json_lines_iter, input_fp, words_to_match) for _ in range(num_threads)]
|
| | for future in futures:
|
| | for line in future.result():
|
| | output_fp.write(line)
|
| |
|
| | def filter_json_lines_iter(input_fp: Iterator[str], words_to_match: list[str]) -> Iterator[str]:
|
| | """
|
| | Generator function that yields filtered JSON lines.
|
| |
|
| | :param input_fp: Iterator over input file lines.
|
| | :param words_to_match: List of words to match in the "output" field.
|
| | :return: Iterator of filtered JSON lines.
|
| | """
|
| | words_to_match_set = set(words_to_match)
|
| | for line in input_fp:
|
| | try:
|
| | data = json.loads(line)
|
| | output_value = data.get('output', '')
|
| | if not any(word in output_value for word in words_to_match_set):
|
| | yield line
|
| | except json.JSONDecodeError:
|
| | continue
|
| |
|
| |
|
| | input_file_name = 'Input_File.json'
|
| | output_file_name = 'Output_File.json'
|
| | words_to_match = [
|
| | "text-based AI language model",
|
| | "domestic violence",
|
| | "please refrain",
|
| | "derogatory",
|
| | "inappropriate",
|
| | "offensive",
|
| | "racism",
|
| | "racist",
|
| | "racial",
|
| | "discriminate",
|
| | "discriminatory",
|
| | "discrimination",
|
| | "sexist",
|
| | "sexism",
|
| | "unacceptable",
|
| | "inclusive workplace",
|
| | "lgbt",
|
| | "morals",
|
| | "ethics",
|
| | "ethical",
|
| | "legality",
|
| | "illegal",
|
| | "illegality",
|
| | "hateful",
|
| | "harmful",
|
| | "it is never okay",
|
| | "It is important to",
|
| | "It's important to",
|
| | "real-world consequences",
|
| | "hate speech",
|
| | "glorify",
|
| | "not be appropriate",
|
| | "supremacist",
|
| | "extremist",
|
| | "responsible AI",
|
| | "AI principles",
|
| | "AI assistant",
|
| | "an AI language",
|
| | "ableist",
|
| | "hurtful",
|
| | "gender stereotype",
|
| | "gender inequality",
|
| | "underrepresentation",
|
| | "safe spaces",
|
| | "gender-based",
|
| | "inclusivity",
|
| | "feminist",
|
| | "feminism",
|
| | "transgender",
|
| | "empowerment",
|
| | "communist",
|
| | "capitalism",
|
| | "stereotypes",
|
| | "biases",
|
| | "bias",
|
| | "Microaggression",
|
| | "prioritize human safety",
|
| | "as a language model",
|
| | "as an AI language model",
|
| | "As a large language model",
|
| | "As an AI",
|
| | "ethical principles",
|
| | "consensual",
|
| | "it is not appropriate",
|
| | "it's not appropriate",
|
| | "I cannot fulfill your request",
|
| | "harmful to human beings",
|
| | "ethical guidelines",
|
| | "my guidelines",
|
| | "prioritize user safety",
|
| | "adhere to ethical guidelines",
|
| | "harmful consequences",
|
| | "potentially harmful",
|
| | "dangerous activities",
|
| | "promote safety",
|
| | "well-being of all users",
|
| | "responsible information sharing",
|
| | "jeopardize the safety",
|
| | "illegal actions or intentions",
|
| | "undermine the stability",
|
| | "promote the well-being",
|
| | "illegal activities or actions",
|
| | "adherence to the law",
|
| | "potentially be harmful",
|
| | "illegal substances or activities",
|
| | "committed to promoting",
|
| | "safe information",
|
| | "lawful information",
|
| | "cannot provide guidance",
|
| | "cannot provide information",
|
| | "unable to offer assistance",
|
| | "cannot engage in discussions",
|
| | "programming prohibits",
|
| | "follow ethical guidelines",
|
| | "ensure the safety",
|
| | "involves an illegal subject",
|
| | "prioritize safety",
|
| | "illegal subject",
|
| | "prioritize user well-being",
|
| | "cannot support or promote",
|
| | "activities that could harm",
|
| | "pose a risk to others",
|
| | "against my programming",
|
| | "activities that could undermine",
|
| | "potentially dangerous",
|
| | "not within the scope",
|
| | "designed to prioritize safety",
|
| | "not able to provide",
|
| | "maintain user safety",
|
| | "adhere to safety guidelines",
|
| | "dangerous or harmful",
|
| | "cannot provide any information",
|
| | "focus on promoting safety",
|
| | "an AI language model you don't have",
|
| | "As an AI language model, I cannot",
|
| | "As an AI language model, I do not",
|
| | "As an AI language model, I am not able",
|
| | "As an AI language model, I don't have personal",
|
| | "I am an AI language model and do not",
|
| | "However,it is important to use any code or information provided responsibly and within legal and ethical boundaries.",
|
| | "As an AI language model, I don't have",
|
| | "As an AI language model, I am only able",
|
| | "AI language model and I do not",
|
| | "As an AI language model, I cannot modify",
|
| | "I know as an AI language model you don't have",
|
| | "as an AI language model, you cannot",
|
| | "I'm sorry, but as an AI language model",
|
| | "Unfortunately, I cannot provide",
|
| | "I'm sorry, I cannot",
|
| | "I'm sorry, I cannot generate",
|
| | "AI cannot create or program",
|
| | "I'm afraid I cannot create",
|
| | "you cannot create an",
|
| | "it operates ethically and is",
|
| | "had an ethical system",
|
| | "Ensuring the ethical",
|
| | "and ethical sourcing",
|
| | "are from ethical",
|
| | "legal and ethical",
|
| | "engage in unethical",
|
| | "unethical or aggressive",
|
| | "unethical business",
|
| | "como modelo de lenguaje AI",
|
| | "Lo siento, como modelo de lenguaje",
|
| | "no puedo proporcionar",
|
| | "pero debido a mi capacidad para generar c贸digos complejos y completos es limitado",
|
| | "Lo siento, pero no puedo",
|
| | "Lo siento, pero como modelo de lenguaje, no puedo proporcionar",
|
| | "Lo siento, como modelo de lenguaje, no tengo",
|
| | "Lo siento, debe haber habido una confusi贸n",
|
| | "Lo siento, como modelo de lenguaje, no puedo realizar",
|
| | "Lo siento, soy un modelo de lenguaje y no tengo la capacidad de generar",
|
| | "Lamento no poder proporcionarte el c贸digo",
|
| | "Desculpe-me, mas a linguagem vulgar e ofensiva",
|
| | "apropriada em nenhum contexto",
|
| | "Como modelo de linguagem",
|
| | "Como um modelo de linguagem, n茫o tenho a capacidade de",
|
| | "I cannot assist",
|
| | "prioritize ethical",
|
| | "respectful",
|
| | "morally",
|
| | "I'm sorry,",
|
| | "I'm an",
|
| | "I am an",
|
| | "I'm an AI",
|
| | "I am an AI",
|
| | "my purpose",
|
| | "filter_bad_language",
|
| | "entertainment purposes",
|
| | "purely hypothetical",
|
| | "not a human",
|
| | "cannot provide",
|
| | "can't provide",
|
| | "won't provide",
|
| | "not provide",
|
| | "worth noting",
|
| | "cause harm",
|
| | "a language model",
|
| | "keep in mind",
|
| | "unethical",
|
| | "bad language",
|
| | "the words ****",
|
| | "bad_language",
|
| | "certainly not",
|
| | "complying",
|
| | "comply",
|
| | "I cannot",
|
| | "my main goal",
|
| | "As a machine",
|
| | "I don't have the ability",
|
| | "I am here to assist",
|
| | "my purpose is to ",
|
| | "my knowledge cutoff",
|
| | "my knowledge cut off",
|
| | "September 2021",
|
| | "regulations",
|
| | "not be suitable",
|
| | "I apologize, but",
|
| | "It is not possible",
|
| | "controversial",
|
| | "my programming",
|
| | "ethically",
|
| | "it is important to",
|
| | "Please note",
|
| | "sensitive topic",
|
| | "not acceptable",
|
| | "It is important for",
|
| | "divisive",
|
| | "not appropriate",
|
| | "our values",
|
| | "f*cking",
|
| | "F*ck",
|
| | "sh*t",
|
| | "diversity and",
|
| | "diversity and inclusion",
|
| | "values diversity",
|
| | "social responsibility",
|
| | "environmental, social, and governance",
|
| | " ESG ",
|
| | "against women",
|
| | "problematic history",
|
| | "diversity",
|
| | "*This chat conversation is shared from",
|
| | "*This conversation is shared from",
|
| | ]
|
| |
|
| | filter_json_lines(input_file_name, output_file_name, words_to_match, num_threads=10) |
