| 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) |
