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import argparse |
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import json |
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from collections import defaultdict |
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from pathlib import Path |
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import shutil |
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import pandas as pd |
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from gradio_client import Client, handle_file |
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from project_settings import project_path |
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def get_args(): |
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parser = argparse.ArgumentParser() |
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parser.add_argument( |
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"--audio_dir", |
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default=(project_path / "data/analysis/pt-BR").as_posix(), |
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type=str |
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) |
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parser.add_argument( |
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"--output_file", |
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default=(project_path / "data/excel/pt-BR.jsonl").as_posix(), |
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type=str |
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) |
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args = parser.parse_args() |
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return args |
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def get_simulate_label(label: str): |
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splits = label.split("_and_") |
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if len(splits) != 2: |
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raise AssertionError(f"invalid label: {label}") |
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label0 = splits[0] |
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label1 = splits[1] |
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if label1 in ("not_connected", "not_connected2"): |
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if label0 in ("bell",): |
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result = "响铃" |
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elif label0 in ("mute",): |
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result = "静音" |
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elif label0 in ("out_of_service", |
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"busy", "unavailable", |
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"busy_or_disconnected_or_out_of_coverage", |
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"disconnected_or_out_of_service", |
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"unavailable_or_out_of_service", "blocked_or_cannot_receive_this_call", "invalid_number", "unable_to_complete_this_call" |
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): |
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result = "运营商提示音" |
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elif label0 in ("early_media_voicemail", "early_media_voicemail_is_full"): |
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result = "留言信箱" |
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else: |
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raise AssertionError(f"invalid label: {label}") |
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else: |
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if label1 in ("voicemail", "mute_1_second_then_voicemail", "di_then_mute", "mute_4_second_then_voicemail"): |
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result = "语音信箱" |
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elif label1 in ("mute",): |
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result = "静音" |
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elif label1 in ("voice",): |
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result = "真人" |
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elif label1 in ("noise_mute", "noise"): |
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result = "其它" |
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else: |
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raise AssertionError(f"invalid label: {label}") |
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return result |
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s3_kwargs1 = { |
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"client": "aliyun", |
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"bucket_endpoint": "https://aicc-sit.oss-ap-southeast-1.aliyuncs.com", |
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"endpoint": "https://oss-ap-southeast-1.aliyuncs.com", |
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"region": "oss-ap-southeast-1", |
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"secret_key": "o3qdtbZLSZQR6OWZPYsiOmb5Zza5LF", |
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"secret_id": "LTAI5tCWWqAE7TBPn9fwhkoS", |
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"bucket": "aicc-sit", |
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} |
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s3_kwargs = { |
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"client": "botocore_s3", |
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"bucket_endpoint": "https://aicc-dev.oss-ap-southeast-1.aliyuncs.com", |
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"endpoint": "https://oss-ap-southeast-1.aliyuncs.com", |
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"region": "oss-ap-southeast-1", |
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"bucket": "aicc-dev", |
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"secret_id": "LTAI5tDFukW5fEJw5ezXGp3d", |
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"secret_key": "hiPGyeco2IsY0FwBZBwAbCWXAFnggA" |
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} |
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def main(): |
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args = get_args() |
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audio_dir = Path(args.audio_dir) |
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output_file = Path(args.output_file) |
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output_file.parent.mkdir(parents=True, exist_ok=True) |
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client = Client("http://127.0.0.1:7861/") |
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language = audio_dir.parts[-1] |
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call_id_to_wav_file_list = defaultdict(list) |
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for filename in audio_dir.glob("**/*.wav"): |
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splits = filename.stem.split("_") |
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call_id = splits[3] |
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language = splits[4] |
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scene_id = splits[5] |
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call_id_to_wav_file_list[call_id].append(filename) |
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print(f"count: {len(call_id_to_wav_file_list)}") |
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result = list() |
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with open(output_file.as_posix(), "a+", encoding="utf-8") as f: |
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for call_id, wav_file_list in call_id_to_wav_file_list.items(): |
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print(call_id) |
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label = None |
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early_media_r_size = 0 |
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active_media_r_size = 0 |
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early_media_r_url = None |
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active_media_r_url = None |
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for wav_file in wav_file_list: |
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wav_file = Path(wav_file) |
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if wav_file.stem.startswith("early_media_r"): |
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label = wav_file.parts[-2] |
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early_media_r_size = wav_file.stat().st_size |
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url_path = f"audio_tag/20251114/{language}/{label}/{wav_file.name}" |
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js, message = client.predict( |
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filename=handle_file(wav_file.as_posix()), |
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url_path=url_path, |
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s3_kwargs=json.dumps(s3_kwargs), |
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api_name="/when_click_upload_to_s3" |
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) |
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if message == "success": |
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early_media_r_url = f'{s3_kwargs["bucket_endpoint"]}/{url_path}' |
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print(f"early_media_r_url: {early_media_r_url}, message: {message}") |
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if wav_file.stem.startswith("active_media_r"): |
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label = wav_file.parts[-2] |
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active_media_r_size = wav_file.stat().st_size |
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url_path = f"audio_tag/20251114/{language}/{label}/{wav_file.name}" |
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active_media_r_url, message = client.predict( |
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filename=handle_file(wav_file.as_posix()), |
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url_path=url_path, |
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s3_kwargs=json.dumps(s3_kwargs), |
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api_name="/when_click_upload_to_s3" |
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) |
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if message == "success": |
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active_media_r_url = f'{s3_kwargs["bucket_endpoint"]}/{url_path}' |
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print(f"active_media_r_url: {active_media_r_url}, message: {message}") |
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simulate_label = get_simulate_label(label) |
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row = { |
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"label": label, |
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"early_media_r_size": early_media_r_size, |
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"active_media_r_size": active_media_r_size, |
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"是否接通": "是" if active_media_r_size != 44 else "否", |
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"模拟类型": simulate_label, |
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"接通前URL": early_media_r_url, |
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"接通后URL": active_media_r_url, |
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} |
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row_ = json.dumps(row, ensure_ascii=False) |
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f.write(f"{row_}\n") |
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f.flush() |
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row_ = json.dumps(row, ensure_ascii=False, indent=4) |
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print(row_) |
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return |
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if __name__ == "__main__": |
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main() |
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