Skip to content

E
Easy Quest - Smart Recruitment Tool with AI - Backend
Commit aceb2402 authored by Emika Chamodi's avatar Emika Chamodi
Browse files
Options

voice verification

parent b698b996
Show whitespace changes
Inline Side-by-side
Showing with 153 additions and 1885 deletions
NodeServer/src/config/types.ts
View file @ aceb2402
......@@ -73,6 +73,7 @@ export type CandidateType = {
state: "INTIAL" | "READY";
resume?: string;
resumeData?: ResumeDataType;
selfIntro?: string;
};
export type OrganizationType = {
......@@ -124,6 +125,7 @@ export type ApplicationType = {
time: string;
link: string;
videoRef?: string;
voiceVerification?: number;
};
score: {
primary: number;
......@@ -135,6 +137,12 @@ export type ApplicationType = {
};
};
export type AnalyseApplicationPayload = {
applicationId: string;
startTime: number;
endTime: number;
};
export interface TypedRequest<T extends Query, U> extends Request {
body: U;
query: T;
......
NodeServer/src/index.ts
View file @ aceb2402
......@@ -10,6 +10,7 @@ app.use(cors());
const authRoute = require("./routes/auth");
const userRoute = require("./routes/user");
const jobsRoute = require("./routes/jobs");
const applicationsRoute = require("./routes/application");
// Service Initialisation
mongoose.connect(MONGO_URL, {
......@@ -29,5 +30,6 @@ app.use(express.urlencoded({ extended: false }));
app.use("/auth", authRoute);
app.use("/user", userRoute);
app.use("/jobs", jobsRoute);
app.use("/applications", applicationsRoute);
app.listen(API_PORT, () => console.log(`Listening on port ${API_PORT}`));
NodeServer/src/models/Application.ts
View file @ aceb2402
......@@ -11,6 +11,7 @@ const applicationSchema = new Schema<ApplicationType>({
time: String,
link: String,
videoRef: String,
voiceVerification: Number,
},
require: false,
},
......
NodeServer/src/models/Candidate.ts
View file @ aceb2402
......@@ -42,6 +42,7 @@ const candidateSchema = new Schema<CandidateType>({
state: { type: String, default: "INTIAL" },
resume: { type: String, require: false },
resumeData: { type: ResumeDataSchema, require: false },
selfIntro: { type: String, require: false },
});
const Candidates = model<CandidateType>("candidates", candidateSchema);
......
NodeServer/src/routes/application.ts 0 → 100644
View file @ aceb2402
import { Router } from "express";
import {
ApplicationType,
TypedRequest,
AnalyseApplicationPayload,
} from "../config/types";
import { authMiddleware, candidateMiddleware } from "../middlewares/auth";
import Application from "../models/Application";
import Jobs from "../models/Job";
import ResumeAPI from "../utilities/apis/resume";
import VoiceAPI from "../utilities/apis/voice";
const router = Router();
router.post(
"/apply",
authMiddleware,
candidateMiddleware,
async (
req: TypedRequest<
{ userId: string },
{ application: ApplicationType; resumeUrl: string }
>,
res
) => {
try {
const { application, resumeUrl } = req.body;
const job = await Jobs.findById(application.job);
const data: any = await ResumeAPI.getResumeScores({
user_id: req.query.userId,
resume_url: resumeUrl,
primary_skills: job.primarySkills,
secondary_skills: job.secondarySkills,
job_desc: job.description,
});
const score: ApplicationType["score"] = {
primary: data.primary_score,
primatyMatch: data.primary_match,
secondary: data.secondary_score,
secondaryMatch: data.secondary_match,
similarity: data.similarity,
total: data.primary_score + data.secondary_score + data.similarity,
};
const newApplication = new Application({ ...application, score });
const _application = await newApplication.save();
job.applications.push(_application.id);
await job.save();
return res.json({
success: true,
applicationId: _application.id,
});
} catch (error) {
return res.json({ success: false, error });
}
}
);
router.put(
"/update",
authMiddleware,
async (
req: TypedRequest<
{},
{
applicationId: string;
update: Partial<ApplicationType>;
candidateId: string;
}
>,
res
) => {
let update = req.body.update;
if (update.interview?.videoRef) {
const score: any = await VoiceAPI.verifyVoice({
video_url: update.interview?.videoRef,
user_id: req.body.candidateId,
application_id: req.body.applicationId,
});
update.interview.voiceVerification = score;
}
Application.findByIdAndUpdate(req.body.applicationId, {
$set: update,
})
.then((_application) => {
res.json({
success: true,
application: { ..._application, ...update },
});
})
.catch((err) => res.send(err));
}
);
router.post(
"/analyse",
authMiddleware,
async (req: TypedRequest<{}, AnalyseApplicationPayload>, res) => {
const { applicationId, startTime, endTime } = req.body;
const data = await VoiceAPI.analyseVoice({
start: startTime,
end: endTime,
application_id: applicationId,
});
return res.json({ voice: data });
}
);
module.exports = router;
NodeServer/src/routes/jobs.ts
View file @ aceb2402
......@@ -45,6 +45,7 @@ router.get(
"profilePicture",
"resume",
"resumeData",
"selfIntro",
],
},
});
......@@ -105,50 +106,4 @@ router.delete(
}
);
router.put(
"/apply",
authMiddleware,
candidateMiddleware,
async (
req: TypedRequest<
{ userId: string },
{ application: ApplicationType; resumeUrl: string }
>,
res
) => {
try {
const { application, resumeUrl } = req.body;
const job = await Jobs.findById(application.job);
const data: any = await ResumeAPI.getResumeScores({
user_id: req.query.userId,
resume_url: resumeUrl,
primary_skills: job.primarySkills,
secondary_skills: job.secondarySkills,
job_desc: job.description,
});
const score: ApplicationType["score"] = {
primary: data.primary_score,
primatyMatch: data.primary_match,
secondary: data.secondary_score,
secondaryMatch: data.secondary_match,
similarity: data.similarity,
total: data.primary_score + data.secondary_score + data.similarity,
};
const newApplication = new Application({ ...application, score });
const _application = await newApplication.save();
job.applications.push(_application.id);
await job.save();
return res.json({
success: true,
applicationId: _application.id,
});
} catch (error) {
return res.json({ success: false, error });
}
}
);
module.exports = router;
NodeServer/src/routes/user.ts
View file @ aceb2402
......@@ -3,6 +3,7 @@ import { CandidateType, TypedRequest } from "../config/types";
import { authMiddleware } from "../middlewares/auth";
import Candidates from "../models/Candidate";
import ResumeAPI from "../utilities/apis/resume";
import VoiceAPI from "../utilities/apis/voice";
const router = Router();
......@@ -19,6 +20,12 @@ router.post(
});
update.resumeData = data;
}
if (req.body?.selfIntro) {
await VoiceAPI.enrollVoice({
user_id: req.query.userId,
video_url: req.body.selfIntro,
});
}
await Candidates.findByIdAndUpdate(req.query.userId, { $set: req.body });
return res.status(200).json({ data: req.body });
} catch (error) {
......
NodeServer/src/utilities/apis/resume.ts
View file @ aceb2402
import { ResumeDataType } from "../../config/types";
import { request } from "../requests";
export default class ResumeAPI {
......
NodeServer/src/utilities/apis/voice.ts 0 → 100644
View file @ aceb2402
import { request } from "../requests";
export default class VoiceAPI {
static enrollVoice = (payload: { video_url: string; user_id: string }) =>
request("<BASE_URL>/voice/enroll", "POST", payload);
static verifyVoice = (payload: {
video_url: string;
user_id: string;
application_id: string;
}) => request("<BASE_URL>/voice/verify", "POST", payload);
static analyseVoice = (payload: {
start: number;
end: number;
application_id: string;
}) => request("<BASE_URL>/voice/analyse", "POST", payload);
}
voice_analyzer/Voice_Emotion/ReadMe.md deleted 100644 → 0
View file @ b698b996
DataSet: https://drive.google.com/file/d/1wWsrN2Ep7x6lWqOXfr4rpKGYrJhWc8z7/view
voice_analyzer/Voice_Emotion/convert_wavs.py deleted 100644 → 0
View file @ b698b996
"""
A utility script used for converting audio samples to be
suitable for feature extraction
"""
import os
def convert_audio(audio_path, target_path, remove=False):
"""This function sets the audio `audio_path` to:
- 16000Hz Sampling rate
- one audio channel ( mono )
Params:
audio_path (str): the path of audio wav file you want to convert
target_path (str): target path to save your new converted wav file
remove (bool): whether to remove the old file after converting
Note that this function requires ffmpeg installed in your system."""
os.system(f"ffmpeg -i {audio_path} -ac 1 -ar 16000 {target_path}")
# os.system(f"ffmpeg -i {audio_path} -ac 1 {target_path}")
if remove:
os.remove(audio_path)
def convert_audios(path, target_path, remove=False):
"""Converts a path of wav files to:
- 16000Hz Sampling rate
- one audio channel ( mono )
and then put them into a new folder called `target_path`
Params:
audio_path (str): the path of audio wav file you want to convert
target_path (str): target path to save your new converted wav file
remove (bool): whether to remove the old file after converting
Note that this function requires ffmpeg installed in your system."""
for dirpath, dirnames, filenames in os.walk(path):
for dirname in dirnames:
dirname = os.path.join(dirpath, dirname)
target_dir = dirname.replace(path, target_path)
if not os.path.isdir(target_dir):
os.mkdir(target_dir)
for dirpath, _, filenames in os.walk(path):
for filename in filenames:
file = os.path.join(dirpath, filename)
if file.endswith(".wav"):
# it is a wav file
target_file = file.replace(path, target_path)
convert_audio(file, target_file, remove=remove)
if __name__ == "__main__":
import argparse
parser = argparse.ArgumentParser(description="""Convert ( compress ) wav files to 16MHz and mono audio channel ( 1 channel )
This utility helps for compressing wav files for training and testing""")
parser.add_argument("audio_path", help="Folder that contains wav files you want to convert")
parser.add_argument("target_path", help="Folder to save new wav files")
parser.add_argument("-r", "--remove", type=bool, help="Whether to remove the old wav file after converting", default=False)
args = parser.parse_args()
audio_path = args.audio_path
target_path = args.target_path
if os.path.isdir(audio_path):
if not os.path.isdir(target_path):
os.makedirs(target_path)
convert_audios(audio_path, target_path, remove=args.remove)
elif os.path.isfile(audio_path) and audio_path.endswith(".wav"):
if not target_path.endswith(".wav"):
target_path += ".wav"
convert_audio(audio_path, target_path, remove=args.remove)
else:
raise TypeError("The audio_path file you specified isn't appropriate for this operation")
voice_analyzer/Voice_Emotion/lib.py deleted 100644 → 0
View file @ b698b996
import soundfile
import numpy as np
import librosa
import glob
import os
from sklearn.model_selection import train_test_split
EMOTIONS = {
"01": "neutral",
"02": "calm",
"03": "happy",
"04": "sad",
"05": "angry",
"06": "fearful",
"07": "disgust",
"08": "surprised"
}
AVAILABLE_EMOTIONS = {
"angry",
"sad",
"neutral",
"happy"
}
def extract_feature(file_name, **kwargs):
mfcc = kwargs.get("mfcc")
chroma = kwargs.get("chroma")
mel = kwargs.get("mel")
contrast = kwargs.get("contrast")
tonnetz = kwargs.get("tonnetz")
with soundfile.SoundFile(file_name) as sound_file:
X = sound_file.read(dtype="float32")
sample_rate = sound_file.samplerate
if chroma or contrast:
stft = np.abs(librosa.stft(X))
result = np.array([])
if mfcc:
mfccs = np.mean(librosa.feature.mfcc(y=X, sr=sample_rate, n_mfcc=40).T, axis=0)
result = np.hstack((result, mfccs))
if chroma:
chroma = np.mean(librosa.feature.chroma_stft(S=stft, sr=sample_rate).T,axis=0)
result = np.hstack((result, chroma))
if mel:
mel = np.mean(librosa.feature.melspectrogram(X, sr=sample_rate).T,axis=0)
result = np.hstack((result, mel))
if contrast:
contrast = np.mean(librosa.feature.spectral_contrast(S=stft, sr=sample_rate).T,axis=0)
result = np.hstack((result, contrast))
if tonnetz:
tonnetz = np.mean(librosa.feature.tonnetz(y=librosa.effects.harmonic(X), sr=sample_rate).T,axis=0)
result = np.hstack((result, tonnetz))
return result
# update random_state=9
def load_data(test_size=0.2, random_state=7):
X, y = [], []
for file in glob.glob("data/Actor_*/*.wav"):
basename = os.path.basename(file)
emotion = EMOTIONS[basename.split("-")[2]]
if emotion not in AVAILABLE_EMOTIONS:
continue
features = extract_feature(file, mfcc=True, chroma=True, mel=True)
X.append(features)
y.append(emotion)
return train_test_split(np.array(X), y, test_size=test_size, random_state=random_state)
import os, glob, pickle
import numpy as np
from sklearn.model_selection import train_test_split
from sklearn.neural_network import MLPClassifier
from sklearn.metrics import accuracy_score
def extract_feature_2(file_name, mfcc, chroma, mel):
with soundfile.SoundFile(file_name) as sound_file:
X = sound_file.read(dtype="float32")
sample_rate=sound_file.samplerate
if chroma:
stft=np.abs(librosa.stft(X))
result=np.array([])
if mfcc:
mfccs=np.mean(librosa.feature.mfcc(y=X, sr=sample_rate, n_mfcc=40).T, axis=0)
result=np.hstack((result, mfccs))
if chroma:
chroma=np.mean(librosa.feature.chroma_stft(S=stft, sr=sample_rate).T,axis=0)
result=np.hstack((result, chroma))
if mel:
mel=np.mean(librosa.feature.melspectrogram(X, sr=sample_rate).T,axis=0)
result=np.hstack((result, mel))
return result
voice_analyzer/Voice_Emotion/main deleted 100644 → 0
View file @ b698b996
import pyaudio
import os
import wave
import pickle
from sys import byteorder
from array import array
from struct import pack
from sklearn.neural_network import MLPClassifier
from lib import extract_feature
THRESHOLD = 500
CHUNK_SIZE = 1024
FORMAT = pyaudio.paInt16
RATE = 16000
SILENCE = 30
def is_silent(snd_data):
return max(snd_data) < THRESHOLD
def normalize(snd_data):
MAXIMUM = 16384
times = float(MAXIMUM)/max(abs(i) for i in snd_data)
r = array('h')
for i in snd_data:
r.append(int(i*times))
return r
def trim(snd_data):
def _trim(snd_data):
snd_started = False
r = array('h')
for i in snd_data:
if not snd_started and abs(i)>THRESHOLD:
snd_started = True
r.append(i)
elif snd_started:
r.append(i)
return r
snd_data = _trim(snd_data)
snd_data.reverse()
snd_data = _trim(snd_data)
snd_data.reverse()
return snd_data
def add_silence(snd_data, seconds):
r = array('h', [0 for i in range(int(seconds*RATE))])
r.extend(snd_data)
r.extend([0 for i in range(int(seconds*RATE))])
return r
def record():
p = pyaudio.PyAudio()
stream = p.open(format=FORMAT, channels=1, rate=RATE,
input=True, output=True,
frames_per_buffer=CHUNK_SIZE)
num_silent = 0
snd_started = False
r = array('h')
while 1:
# little endian, signed short
snd_data = array('h', stream.read(CHUNK_SIZE))
if byteorder == 'big':
snd_data.byteswap()
r.extend(snd_data)
silent = is_silent(snd_data)
if silent and snd_started:
num_silent += 1
elif not silent and not snd_started:
snd_started = True
if snd_started and num_silent > SILENCE:
break
sample_width = p.get_sample_size(FORMAT)
stream.stop_stream()
stream.close()
p.terminate()
r = normalize(r)
r = trim(r)
r = add_silence(r, 0.5)
return sample_width, r
def record_to_file(path):
sample_width, data = record()
data = pack('<' + ('h'*len(data)), *data)
wf = wave.open(path, 'wb')
wf.setnchannels(1)
wf.setsampwidth(sample_width)
wf.setframerate(RATE)
wf.writeframes(data)
wf.close()
if __name__ == "__main__":
model = pickle.load(open("result/mlp_classifier.model", "rb"))
print("Please talk")
filename = "test.wav"
record_to_file(filename)
features = extract_feature(filename, mfcc=True, chroma=True, mel=True).reshape(1, -1)
result = model.predict(features)[0]
print("result:", result)
\ No newline at end of file
voice_analyzer/Voice_Emotion/train.py deleted 100644 → 0
View file @ b698b996
from sklearn.neural_network import MLPClassifier
from sklearn.metrics import accuracy_score
from lib import load_data
import os
import pickle
X_train, X_test, y_train, y_test = load_data(test_size=0.25)
model=MLPClassifier(alpha=0.01, batch_size=256, epsilon=1e-08, hidden_layer_sizes=(300,), learning_rate='adaptive', max_iter=500)
print("Training the model...")
model.fit(X_train, y_train)
y_pred = model.predict(X_test)
accuracy = accuracy_score(y_true=y_test, y_pred=y_pred)
print("Accuracy: {:.2f}%".format(accuracy*100))
if not os.path.isdir("result"):
os.mkdir("result")
pickle.dump(model, open("result/mlp_classifier.model", "wb"))
\ No newline at end of file
voice_analyzer/Voice_recognizer/Pipfile deleted 100644 → 0
View file @ b698b996
[[source]]
url = "https://pypi.org/simple"
verify_ssl = true
name = "pypi"
[packages]
vosk = "*"
pydub = "*"
transformers = "*"
torch = "*"
pyaudio = "*"
regex = "*"
ipywidgets = "*"
spacy = "*"
[dev-packages]
[requires]
python_version = "3.9"
voice_analyzer/Voice_recognizer/Pipfile.lock deleted 100644 → 0
View file @ b698b996
{
"_meta": {
"hash": {
"sha256": "9da169520ae5aea58b98af98b80cdb5c908d34b32bb76fad0982c51c0825b1c9"
},
"pipfile-spec": 6,
"requires": {
"python_version": "3.9"
},
"sources": [
{
"name": "pypi",
"url": "https://pypi.org/simple",
"verify_ssl": true
}
]
},
"default": {
"asttokens": {
"hashes": [
"sha256:4622110b2a6f30b77e1473affaa97e711bc2f07d3f10848420ff1898edbe94f3",
"sha256:6b0ac9e93fb0335014d382b8fa9b3afa7df546984258005da0b9e7095b3deb1c"
],
"version": "==2.2.1"
},
"backcall": {
"hashes": [
"sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e",
"sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"
],
"version": "==0.2.0"
},
"blis": {
"hashes": [
"sha256:179037cb5e6744c2e93b6b5facc6e4a0073776d514933c3db1e1f064a3253425",
"sha256:29ef4c25007785a90ffc2f0ab3d3bd3b75cd2d7856a9a482b7d0dac8d511a09d",
"sha256:3dbb44311029263a6f65ed55a35f970aeb1d20b18bfac4c025de5aadf7889a8c",
"sha256:3e3f95e035c7456a1f5f3b5a3cfe708483a00335a3a8ad2211d57ba4d5f749a5",
"sha256:4d5755ef37a573647be62684ca1545698879d07321f1e5b89a4fd669ce355eb0",
"sha256:5cb1db88ab629ccb39eac110b742b98e3511d48ce9caa82ca32609d9169a9c9c",
"sha256:5fd46c649acd1920482b4f5556d1c88693cba9bf6a494a020b00f14b42e1132f",
"sha256:6d12475e588a322e66a18346a3faa9eb92523504042e665c193d1b9b0b3f0482",
"sha256:6fd5941bd5a21082b19d1dd0f6d62cd35609c25eb769aa3457d9877ef2ce37a9",
"sha256:7417667c221e29fe8662c3b2ff9bc201c6a5214bbb5eb6cc290484868802258d",
"sha256:8275f6b6eee714b85f00bf882720f508ed6a60974bcde489715d37fd35529da8",
"sha256:97ad55e9ef36e4ff06b35802d0cf7bfc56f9697c6bc9427f59c90956bb98377d",
"sha256:b3ea73707a7938304c08363a0b990600e579bfb52dece7c674eafac4bf2df9f7",
"sha256:b5f4691bf62013eccc167c38a85c09a0bf0c6e3e80d4c2229cdf2668c1124eb0",
"sha256:b8a1fcd2eb267301ab13e1e4209c165d172cdf9c0c9e08186a9e234bf91daa16",
"sha256:b9737035636452fb6d08e7ab79e5a9904be18a0736868a129179cd9f9ab59825",
"sha256:c0521231bc95ab522f280da3bbb096299c910a62cac2376d48d4a1d403c54393",
"sha256:c399a03de4059bf8e700b921f9ff5d72b2a86673616c40db40cd0592051bdd07",
"sha256:d0e82a6e0337d5231129a4e8b36978fa7b973ad3bb0257fd8e3714a9b35ceffd",
"sha256:d205a7e69523e2bacdd67ea906b82b84034067e0de83b33bd83eb96b9e844ae3",
"sha256:d3882b4f44a33367812b5e287c0690027092830ffb1cce124b02f64e761819a4",
"sha256:d4eb70a79562a211bd2e6b6db63f1e2eed32c0ab3e9ef921d86f657ae8375845",
"sha256:d811e88480203d75e6e959f313fdbf3326393b4e2b317067d952347f5c56216e",
"sha256:d81c3f627d33545fc25c9dcb5fee66c476d89288a27d63ac16ea63453401ffd5",
"sha256:db2959560dcb34e912dad0e0d091f19b05b61363bac15d78307c01334a4e5d9d",
"sha256:e85993364cae82707bfe7e637bee64ec96e232af31301e5c81a351778cb394b9",
"sha256:f5cec812ee47b29107eb36af9b457be7191163eab65d61775ed63538232c59d5",
"sha256:f7b6315d7b1ac5546bc0350f5f8d7cc064438d23db19a5c21aaa6ae7d93c1ab5"
],
"version": "==0.7.9"
},
"catalogue": {
"hashes": [
"sha256:2d786e229d8d202b4f8a2a059858e45a2331201d831e39746732daa704b99f69",
"sha256:b325c77659208bfb6af1b0d93b1a1aa4112e1bb29a4c5ced816758a722f0e388"
],
"markers": "python_version >= '3.6'",
"version": "==2.0.8"
},
"certifi": {
"hashes": [
"sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3",
"sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"
],
"markers": "python_version >= '3.6'",
"version": "==2022.12.7"
},
"cffi": {
"hashes": [
"sha256:00a9ed42e88df81ffae7a8ab6d9356b371399b91dbdf0c3cb1e84c03a13aceb5",
"sha256:03425bdae262c76aad70202debd780501fabeaca237cdfddc008987c0e0f59ef",
"sha256:04ed324bda3cda42b9b695d51bb7d54b680b9719cfab04227cdd1e04e5de3104",
"sha256:0e2642fe3142e4cc4af0799748233ad6da94c62a8bec3a6648bf8ee68b1c7426",
"sha256:173379135477dc8cac4bc58f45db08ab45d228b3363adb7af79436135d028405",
"sha256:198caafb44239b60e252492445da556afafc7d1e3ab7a1fb3f0584ef6d742375",
"sha256:1e74c6b51a9ed6589199c787bf5f9875612ca4a8a0785fb2d4a84429badaf22a",
"sha256:2012c72d854c2d03e45d06ae57f40d78e5770d252f195b93f581acf3ba44496e",
"sha256:21157295583fe8943475029ed5abdcf71eb3911894724e360acff1d61c1d54bc",
"sha256:2470043b93ff09bf8fb1d46d1cb756ce6132c54826661a32d4e4d132e1977adf",
"sha256:285d29981935eb726a4399badae8f0ffdff4f5050eaa6d0cfc3f64b857b77185",
"sha256:30d78fbc8ebf9c92c9b7823ee18eb92f2e6ef79b45ac84db507f52fbe3ec4497",
"sha256:320dab6e7cb2eacdf0e658569d2575c4dad258c0fcc794f46215e1e39f90f2c3",
"sha256:33ab79603146aace82c2427da5ca6e58f2b3f2fb5da893ceac0c42218a40be35",
"sha256:3548db281cd7d2561c9ad9984681c95f7b0e38881201e157833a2342c30d5e8c",
"sha256:3799aecf2e17cf585d977b780ce79ff0dc9b78d799fc694221ce814c2c19db83",
"sha256:39d39875251ca8f612b6f33e6b1195af86d1b3e60086068be9cc053aa4376e21",
"sha256:3b926aa83d1edb5aa5b427b4053dc420ec295a08e40911296b9eb1b6170f6cca",
"sha256:3bcde07039e586f91b45c88f8583ea7cf7a0770df3a1649627bf598332cb6984",
"sha256:3d08afd128ddaa624a48cf2b859afef385b720bb4b43df214f85616922e6a5ac",
"sha256:3eb6971dcff08619f8d91607cfc726518b6fa2a9eba42856be181c6d0d9515fd",
"sha256:40f4774f5a9d4f5e344f31a32b5096977b5d48560c5592e2f3d2c4374bd543ee",
"sha256:4289fc34b2f5316fbb762d75362931e351941fa95fa18789191b33fc4cf9504a",
"sha256:470c103ae716238bbe698d67ad020e1db9d9dba34fa5a899b5e21577e6d52ed2",
"sha256:4f2c9f67e9821cad2e5f480bc8d83b8742896f1242dba247911072d4fa94c192",
"sha256:50a74364d85fd319352182ef59c5c790484a336f6db772c1a9231f1c3ed0cbd7",
"sha256:54a2db7b78338edd780e7ef7f9f6c442500fb0d41a5a4ea24fff1c929d5af585",
"sha256:5635bd9cb9731e6d4a1132a498dd34f764034a8ce60cef4f5319c0541159392f",
"sha256:59c0b02d0a6c384d453fece7566d1c7e6b7bae4fc5874ef2ef46d56776d61c9e",
"sha256:5d598b938678ebf3c67377cdd45e09d431369c3b1a5b331058c338e201f12b27",
"sha256:5df2768244d19ab7f60546d0c7c63ce1581f7af8b5de3eb3004b9b6fc8a9f84b",
"sha256:5ef34d190326c3b1f822a5b7a45f6c4535e2f47ed06fec77d3d799c450b2651e",
"sha256:6975a3fac6bc83c4a65c9f9fcab9e47019a11d3d2cf7f3c0d03431bf145a941e",
"sha256:6c9a799e985904922a4d207a94eae35c78ebae90e128f0c4e521ce339396be9d",
"sha256:70df4e3b545a17496c9b3f41f5115e69a4f2e77e94e1d2a8e1070bc0c38c8a3c",
"sha256:7473e861101c9e72452f9bf8acb984947aa1661a7704553a9f6e4baa5ba64415",
"sha256:8102eaf27e1e448db915d08afa8b41d6c7ca7a04b7d73af6514df10a3e74bd82",
"sha256:87c450779d0914f2861b8526e035c5e6da0a3199d8f1add1a665e1cbc6fc6d02",
"sha256:8b7ee99e510d7b66cdb6c593f21c043c248537a32e0bedf02e01e9553a172314",
"sha256:91fc98adde3d7881af9b59ed0294046f3806221863722ba7d8d120c575314325",
"sha256:94411f22c3985acaec6f83c6df553f2dbe17b698cc7f8ae751ff2237d96b9e3c",
"sha256:98d85c6a2bef81588d9227dde12db8a7f47f639f4a17c9ae08e773aa9c697bf3",
"sha256:9ad5db27f9cabae298d151c85cf2bad1d359a1b9c686a275df03385758e2f914",
"sha256:a0b71b1b8fbf2b96e41c4d990244165e2c9be83d54962a9a1d118fd8657d2045",
"sha256:a0f100c8912c114ff53e1202d0078b425bee3649ae34d7b070e9697f93c5d52d",
"sha256:a591fe9e525846e4d154205572a029f653ada1a78b93697f3b5a8f1f2bc055b9",
"sha256:a5c84c68147988265e60416b57fc83425a78058853509c1b0629c180094904a5",
"sha256:a66d3508133af6e8548451b25058d5812812ec3798c886bf38ed24a98216fab2",
"sha256:a8c4917bd7ad33e8eb21e9a5bbba979b49d9a97acb3a803092cbc1133e20343c",
"sha256:b3bbeb01c2b273cca1e1e0c5df57f12dce9a4dd331b4fa1635b8bec26350bde3",
"sha256:cba9d6b9a7d64d4bd46167096fc9d2f835e25d7e4c121fb2ddfc6528fb0413b2",
"sha256:cc4d65aeeaa04136a12677d3dd0b1c0c94dc43abac5860ab33cceb42b801c1e8",
"sha256:ce4bcc037df4fc5e3d184794f27bdaab018943698f4ca31630bc7f84a7b69c6d",
"sha256:cec7d9412a9102bdc577382c3929b337320c4c4c4849f2c5cdd14d7368c5562d",
"sha256:d400bfb9a37b1351253cb402671cea7e89bdecc294e8016a707f6d1d8ac934f9",
"sha256:d61f4695e6c866a23a21acab0509af1cdfd2c013cf256bbf5b6b5e2695827162",
"sha256:db0fbb9c62743ce59a9ff687eb5f4afbe77e5e8403d6697f7446e5f609976f76",
"sha256:dd86c085fae2efd48ac91dd7ccffcfc0571387fe1193d33b6394db7ef31fe2a4",
"sha256:e00b098126fd45523dd056d2efba6c5a63b71ffe9f2bbe1a4fe1716e1d0c331e",
"sha256:e229a521186c75c8ad9490854fd8bbdd9a0c9aa3a524326b55be83b54d4e0ad9",
"sha256:e263d77ee3dd201c3a142934a086a4450861778baaeeb45db4591ef65550b0a6",
"sha256:ed9cb427ba5504c1dc15ede7d516b84757c3e3d7868ccc85121d9310d27eed0b",
"sha256:fa6693661a4c91757f4412306191b6dc88c1703f780c8234035eac011922bc01",
"sha256:fcd131dd944808b5bdb38e6f5b53013c5aa4f334c5cad0c72742f6eba4b73db0"
],
"version": "==1.15.1"
},
"charset-normalizer": {
"hashes": [
"sha256:00d3ffdaafe92a5dc603cb9bd5111aaa36dfa187c8285c543be562e61b755f6b",
"sha256:024e606be3ed92216e2b6952ed859d86b4cfa52cd5bc5f050e7dc28f9b43ec42",
"sha256:0298eafff88c99982a4cf66ba2efa1128e4ddaca0b05eec4c456bbc7db691d8d",
"sha256:02a51034802cbf38db3f89c66fb5d2ec57e6fe7ef2f4a44d070a593c3688667b",
"sha256:083c8d17153ecb403e5e1eb76a7ef4babfc2c48d58899c98fcaa04833e7a2f9a",
"sha256:0a11e971ed097d24c534c037d298ad32c6ce81a45736d31e0ff0ad37ab437d59",
"sha256:0bf2dae5291758b6f84cf923bfaa285632816007db0330002fa1de38bfcb7154",
"sha256:0c0a590235ccd933d9892c627dec5bc7511ce6ad6c1011fdf5b11363022746c1",
"sha256:0f438ae3532723fb6ead77e7c604be7c8374094ef4ee2c5e03a3a17f1fca256c",
"sha256:109487860ef6a328f3eec66f2bf78b0b72400280d8f8ea05f69c51644ba6521a",
"sha256:11b53acf2411c3b09e6af37e4b9005cba376c872503c8f28218c7243582df45d",
"sha256:12db3b2c533c23ab812c2b25934f60383361f8a376ae272665f8e48b88e8e1c6",
"sha256:14e76c0f23218b8f46c4d87018ca2e441535aed3632ca134b10239dfb6dadd6b",
"sha256:16a8663d6e281208d78806dbe14ee9903715361cf81f6d4309944e4d1e59ac5b",
"sha256:292d5e8ba896bbfd6334b096e34bffb56161c81408d6d036a7dfa6929cff8783",
"sha256:2c03cc56021a4bd59be889c2b9257dae13bf55041a3372d3295416f86b295fb5",
"sha256:2e396d70bc4ef5325b72b593a72c8979999aa52fb8bcf03f701c1b03e1166918",
"sha256:2edb64ee7bf1ed524a1da60cdcd2e1f6e2b4f66ef7c077680739f1641f62f555",
"sha256:31a9ddf4718d10ae04d9b18801bd776693487cbb57d74cc3458a7673f6f34639",
"sha256:356541bf4381fa35856dafa6a965916e54bed415ad8a24ee6de6e37deccf2786",
"sha256:358a7c4cb8ba9b46c453b1dd8d9e431452d5249072e4f56cfda3149f6ab1405e",
"sha256:37f8febc8ec50c14f3ec9637505f28e58d4f66752207ea177c1d67df25da5aed",
"sha256:39049da0ffb96c8cbb65cbf5c5f3ca3168990adf3551bd1dee10c48fce8ae820",
"sha256:39cf9ed17fe3b1bc81f33c9ceb6ce67683ee7526e65fde1447c772afc54a1bb8",
"sha256:3ae1de54a77dc0d6d5fcf623290af4266412a7c4be0b1ff7444394f03f5c54e3",
"sha256:3b590df687e3c5ee0deef9fc8c547d81986d9a1b56073d82de008744452d6541",
"sha256:3e45867f1f2ab0711d60c6c71746ac53537f1684baa699f4f668d4c6f6ce8e14",
"sha256:3fc1c4a2ffd64890aebdb3f97e1278b0cc72579a08ca4de8cd2c04799a3a22be",
"sha256:4457ea6774b5611f4bed5eaa5df55f70abde42364d498c5134b7ef4c6958e20e",
"sha256:44ba614de5361b3e5278e1241fda3dc1838deed864b50a10d7ce92983797fa76",
"sha256:4a8fcf28c05c1f6d7e177a9a46a1c52798bfe2ad80681d275b10dcf317deaf0b",
"sha256:4b0d02d7102dd0f997580b51edc4cebcf2ab6397a7edf89f1c73b586c614272c",
"sha256:502218f52498a36d6bf5ea77081844017bf7982cdbe521ad85e64cabee1b608b",
"sha256:503e65837c71b875ecdd733877d852adbc465bd82c768a067badd953bf1bc5a3",
"sha256:5995f0164fa7df59db4746112fec3f49c461dd6b31b841873443bdb077c13cfc",
"sha256:59e5686dd847347e55dffcc191a96622f016bc0ad89105e24c14e0d6305acbc6",
"sha256:601f36512f9e28f029d9481bdaf8e89e5148ac5d89cffd3b05cd533eeb423b59",
"sha256:608862a7bf6957f2333fc54ab4399e405baad0163dc9f8d99cb236816db169d4",
"sha256:62595ab75873d50d57323a91dd03e6966eb79c41fa834b7a1661ed043b2d404d",
"sha256:70990b9c51340e4044cfc394a81f614f3f90d41397104d226f21e66de668730d",
"sha256:71140351489970dfe5e60fc621ada3e0f41104a5eddaca47a7acb3c1b851d6d3",
"sha256:72966d1b297c741541ca8cf1223ff262a6febe52481af742036a0b296e35fa5a",
"sha256:74292fc76c905c0ef095fe11e188a32ebd03bc38f3f3e9bcb85e4e6db177b7ea",
"sha256:761e8904c07ad053d285670f36dd94e1b6ab7f16ce62b9805c475b7aa1cffde6",
"sha256:772b87914ff1152b92a197ef4ea40efe27a378606c39446ded52c8f80f79702e",
"sha256:79909e27e8e4fcc9db4addea88aa63f6423ebb171db091fb4373e3312cb6d603",
"sha256:7e189e2e1d3ed2f4aebabd2d5b0f931e883676e51c7624826e0a4e5fe8a0bf24",
"sha256:7eb33a30d75562222b64f569c642ff3dc6689e09adda43a082208397f016c39a",
"sha256:81d6741ab457d14fdedc215516665050f3822d3e56508921cc7239f8c8e66a58",
"sha256:8499ca8f4502af841f68135133d8258f7b32a53a1d594aa98cc52013fff55678",
"sha256:84c3990934bae40ea69a82034912ffe5a62c60bbf6ec5bc9691419641d7d5c9a",
"sha256:87701167f2a5c930b403e9756fab1d31d4d4da52856143b609e30a1ce7160f3c",
"sha256:88600c72ef7587fe1708fd242b385b6ed4b8904976d5da0893e31df8b3480cb6",
"sha256:8ac7b6a045b814cf0c47f3623d21ebd88b3e8cf216a14790b455ea7ff0135d18",
"sha256:8b8af03d2e37866d023ad0ddea594edefc31e827fee64f8de5611a1dbc373174",
"sha256:8c7fe7afa480e3e82eed58e0ca89f751cd14d767638e2550c77a92a9e749c317",
"sha256:8eade758719add78ec36dc13201483f8e9b5d940329285edcd5f70c0a9edbd7f",
"sha256:911d8a40b2bef5b8bbae2e36a0b103f142ac53557ab421dc16ac4aafee6f53dc",
"sha256:93ad6d87ac18e2a90b0fe89df7c65263b9a99a0eb98f0a3d2e079f12a0735837",
"sha256:95dea361dd73757c6f1c0a1480ac499952c16ac83f7f5f4f84f0658a01b8ef41",
"sha256:9ab77acb98eba3fd2a85cd160851816bfce6871d944d885febf012713f06659c",
"sha256:9cb3032517f1627cc012dbc80a8ec976ae76d93ea2b5feaa9d2a5b8882597579",
"sha256:9cf4e8ad252f7c38dd1f676b46514f92dc0ebeb0db5552f5f403509705e24753",
"sha256:9d9153257a3f70d5f69edf2325357251ed20f772b12e593f3b3377b5f78e7ef8",
"sha256:a152f5f33d64a6be73f1d30c9cc82dfc73cec6477ec268e7c6e4c7d23c2d2291",
"sha256:a16418ecf1329f71df119e8a65f3aa68004a3f9383821edcb20f0702934d8087",
"sha256:a60332922359f920193b1d4826953c507a877b523b2395ad7bc716ddd386d866",
"sha256:a8d0fc946c784ff7f7c3742310cc8a57c5c6dc31631269876a88b809dbeff3d3",
"sha256:ab5de034a886f616a5668aa5d098af2b5385ed70142090e2a31bcbd0af0fdb3d",
"sha256:c22d3fe05ce11d3671297dc8973267daa0f938b93ec716e12e0f6dee81591dc1",
"sha256:c2ac1b08635a8cd4e0cbeaf6f5e922085908d48eb05d44c5ae9eabab148512ca",
"sha256:c512accbd6ff0270939b9ac214b84fb5ada5f0409c44298361b2f5e13f9aed9e",
"sha256:c75ffc45f25324e68ab238cb4b5c0a38cd1c3d7f1fb1f72b5541de469e2247db",
"sha256:c95a03c79bbe30eec3ec2b7f076074f4281526724c8685a42872974ef4d36b72",
"sha256:cadaeaba78750d58d3cc6ac4d1fd867da6fc73c88156b7a3212a3cd4819d679d",
"sha256:cd6056167405314a4dc3c173943f11249fa0f1b204f8b51ed4bde1a9cd1834dc",
"sha256:db72b07027db150f468fbada4d85b3b2729a3db39178abf5c543b784c1254539",
"sha256:df2c707231459e8a4028eabcd3cfc827befd635b3ef72eada84ab13b52e1574d",
"sha256:e62164b50f84e20601c1ff8eb55620d2ad25fb81b59e3cd776a1902527a788af",
"sha256:e696f0dd336161fca9adbb846875d40752e6eba585843c768935ba5c9960722b",
"sha256:eaa379fcd227ca235d04152ca6704c7cb55564116f8bc52545ff357628e10602",
"sha256:ebea339af930f8ca5d7a699b921106c6e29c617fe9606fa7baa043c1cdae326f",
"sha256:f4c39b0e3eac288fedc2b43055cfc2ca7a60362d0e5e87a637beac5d801ef478",
"sha256:f5057856d21e7586765171eac8b9fc3f7d44ef39425f85dbcccb13b3ebea806c",
"sha256:f6f45710b4459401609ebebdbcfb34515da4fc2aa886f95107f556ac69a9147e",
"sha256:f97e83fa6c25693c7a35de154681fcc257c1c41b38beb0304b9c4d2d9e164479",
"sha256:f9d0c5c045a3ca9bedfc35dca8526798eb91a07aa7a2c0fee134c6c6f321cbd7",
"sha256:ff6f3db31555657f3163b15a6b7c6938d08df7adbfc9dd13d9d19edad678f1e8"
],
"version": "==3.0.1"
},
"click": {
"hashes": [
"sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e",
"sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"
],
"markers": "python_version >= '3.7'",
"version": "==8.1.3"
},
"colorama": {
"hashes": [
"sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44",
"sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
],
"markers": "platform_system == 'Windows' and sys_platform == 'win32' and platform_system == 'Windows'",
"version": "==0.4.6"
},
"comm": {
"hashes": [
"sha256:3e2f5826578e683999b93716285b3b1f344f157bf75fa9ce0a797564e742f062",
"sha256:9f3abf3515112fa7c55a42a6a5ab358735c9dccc8b5910a9d8e3ef5998130666"
],
"markers": "python_version >= '3.6'",
"version": "==0.1.2"
},
"confection": {
"hashes": [
"sha256:aeac5919ba770c7b281aa5863bb6b0efed42568a7ad8ea26b6cb632154503fb2",
"sha256:b1ddf5885da635f0e260a40b339730806dfb1bd17d30e08764f35af841b04ecf"
],
"markers": "python_version >= '3.6'",
"version": "==0.0.4"
},
"cymem": {
"hashes": [
"sha256:011039e12d3144ac1bf3a6b38f5722b817f0d6487c8184e88c891b360b69f533",
"sha256:0ac45088abffbae9b7db2c597f098de51b7e3c1023cb314e55c0f7f08440cf66",
"sha256:10178e402bb512b2686b8c2f41f930111e597237ca8f85cb583ea93822ef798d",
"sha256:24b779046484674c054af1e779c68cb224dc9694200ac13b22129d7fb7e99e6d",
"sha256:26e5d5c6958855d2fe3d5629afe85a6aae5531abaa76f4bc21b9abf9caaccdfe",
"sha256:2aa33f1dbd7ceda37970e174c38fd1cf106817a261aa58521ba9918156868231",
"sha256:314273be1f143da674388e0a125d409e2721fbf669c380ae27c5cbae4011e26d",
"sha256:3da89464021fe669932fce1578343fcaf701e47e3206f50d320f4f21e6683ca5",
"sha256:42aedfd2e77aa0518a24a2a60a2147308903abc8b13c84504af58539c39e52a3",
"sha256:4302df5793a320c4f4a263c7785d2fa7f29928d72cb83ebeb34d64a610f8d819",
"sha256:48b98da6b906fe976865263e27734ebc64f972a978a999d447ad6c83334e3f90",
"sha256:4981fc9182cc1fe54bfedf5f73bfec3ce0c27582d9be71e130c46e35958beef0",
"sha256:4f359cab9f16e25b3098f816c40acbf1697a3b614a8d02c56e6ebcb9c89a06b3",
"sha256:59a09cf0e71b1b88bfa0de544b801585d81d06ea123c1725e7c5da05b7ca0d20",
"sha256:5ea6b027fdad0c3e9a4f1b94d28d213be08c466a60c72c633eb9db76cf30e53a",
"sha256:6c50794c612801ed8b599cd4af1ed810a0d39011711c8224f93e1153c00e08d1",
"sha256:6f9e63e5ad4ed6ffa21fd8db1c03b05be3fea2f32e32fdace67a840ea2702c3d",
"sha256:85359ab7b490e6c897c04863704481600bd45188a0e2ca7375eb5db193e13cb7",
"sha256:864701e626b65eb2256060564ed8eb034ebb0a8f14ce3fbef337e88352cdee9f",
"sha256:9e5e1b7de7952d89508d07601b9e95b2244e70d7ef60fbc161b3ad68f22815f8",
"sha256:a2971b7da5aa2e65d8fbbe9f2acfc19ff8e73f1896e3d6e1223cc9bf275a0207",
"sha256:a9525ad563b36dc1e30889d0087a0daa67dd7bb7d3e1530c4b61cd65cc756a5b",
"sha256:c183257dc5ab237b664f64156c743e788f562417c74ea58c5a3939fe2d48d6f6",
"sha256:d18250f97eeb13af2e8b19d3cefe4bf743b963d93320b0a2e729771410fd8cf4",
"sha256:df543a36e7000808fe0a03d92fd6cd8bf23fa8737c3f7ae791a5386de797bf79",
"sha256:e156788d32ad8f7141330913c5d5d2aa67182fca8f15ae22645e9f379abe8a4c",
"sha256:e6034badb5dd4e10344211c81f16505a55553a7164adc314c75bd80cf07e57a8",
"sha256:f165d7bce55d6730930e29d8294569788aa127f1be8d1642d9550ed96223cb37"
],
"version": "==2.0.7"
},
"debugpy": {
"hashes": [
"sha256:048368f121c08b00bbded161e8583817af5055982d2722450a69efe2051621c2",
"sha256:0f9afcc8cad6424695f3356dc9a7406d5b18e37ee2e73f34792881a44b02cc50",
"sha256:15bc5febe0edc79726517b1f8d57d7ac7c784567b5ba804aab8b1c9d07a57018",
"sha256:17039e392d6f38388a68bd02c5f823b32a92142a851e96ba3ec52aeb1ce9d900",
"sha256:286ae0c2def18ee0dc8a61fa76d51039ca8c11485b6ed3ef83e3efe8a23926ae",
"sha256:377391341c4b86f403d93e467da8e2d05c22b683f08f9af3e16d980165b06b90",
"sha256:500dd4a9ff818f5c52dddb4a608c7de5371c2d7d905c505eb745556c579a9f11",
"sha256:5e55e6c79e215239dd0794ee0bf655412b934735a58e9d705e5c544f596f1603",
"sha256:62a06eb78378292ba6c427d861246574dc8b84471904973797b29dd33c7c2495",
"sha256:696165f021a6a17da08163eaae84f3faf5d8be68fb78cd78488dd347e625279c",
"sha256:74e4eca42055759032e3f1909d1374ba1d729143e0c2729bb8cb5e8b5807c458",
"sha256:7e84d9e4420122384cb2cc762a00b4e17cbf998022890f89b195ce178f78ff47",
"sha256:8116e40a1cd0593bd2aba01d4d560ee08f018da8e8fbd4cbd24ff09b5f0e41ef",
"sha256:8f3fab217fe7e2acb2d90732af1a871947def4e2b6654945ba1ebd94bd0bea26",
"sha256:947c686e8adb46726f3d5f19854f6aebf66c2edb91225643c7f44b40b064a235",
"sha256:9984fc00ab372c97f63786c400107f54224663ea293daab7b365a5b821d26309",
"sha256:9e809ef787802c808995e5b6ade714a25fa187f892b41a412d418a15a9c4a432",
"sha256:b5a74ecebe5253344501d9b23f74459c46428b30437fa9254cfb8cb129943242"
],
"markers": "python_version >= '3.7'",
"version": "==1.6.5"
},
"decorator": {
"hashes": [
"sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330",
"sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"
],
"markers": "python_version >= '3.5'",
"version": "==5.1.1"
},
"entrypoints": {
"hashes": [
"sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4",
"sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"
],
"markers": "python_version >= '3.6'",
"version": "==0.4"
},
"executing": {
"hashes": [
"sha256:0314a69e37426e3608aada02473b4161d4caf5a4b244d1d0c48072b8fee7bacc",
"sha256:19da64c18d2d851112f09c287f8d3dbbdf725ab0e569077efb6cdcbd3497c107"
],
"version": "==1.2.0"
},
"filelock": {
"hashes": [
"sha256:7b319f24340b51f55a2bf7a12ac0755a9b03e718311dac567a0f4f7fabd2f5de",
"sha256:f58d535af89bb9ad5cd4df046f741f8553a418c01a7856bf0d173bbc9f6bd16d"
],
"markers": "python_version >= '3.7'",
"version": "==3.9.0"
},
"huggingface-hub": {
"hashes": [
"sha256:11eed7aab4fa4d1fb532f2aea3379ef4998d9f6bc24a330834dfedd3dac7f441",
"sha256:8b9ebf9bbb1782f6f0419ec490973a6487c6c4ed84293a8a325d34c4f898f53f"
],
"markers": "python_version >= '3.7'",
"version": "==0.11.1"
},
"idna": {
"hashes": [
"sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4",
"sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"
],
"markers": "python_version >= '3.5'",
"version": "==3.4"
},
"ipykernel": {
"hashes": [
"sha256:1893c5b847033cd7a58f6843b04a9349ffb1031bc6588401cadc9adb58da428e",
"sha256:5d0675d5f48bf6a95fd517d7b70bcb3b2c5631b2069949b5c2d6e1d7477fb5a0"
],
"markers": "python_version >= '3.8'",
"version": "==6.20.2"
},
"ipython": {
"hashes": [
"sha256:da01e6df1501e6e7c32b5084212ddadd4ee2471602e2cf3e0190f4de6b0ea481",
"sha256:f3bf2c08505ad2c3f4ed5c46ae0331a8547d36bf4b21a451e8ae80c0791db95b"
],
"markers": "python_version >= '3.8'",
"version": "==8.8.0"
},
"ipywidgets": {
"hashes": [
"sha256:c0005a77a47d77889cafed892b58e33b4a2a96712154404c6548ec22272811ea",
"sha256:ebb195e743b16c3947fe8827190fb87b4d00979c0fbf685afe4d2c4927059fa1"
],
"index": "pypi",
"version": "==8.0.4"
},
"jedi": {
"hashes": [
"sha256:203c1fd9d969ab8f2119ec0a3342e0b49910045abe6af0a3ae83a5764d54639e",
"sha256:bae794c30d07f6d910d32a7048af09b5a39ed740918da923c6b780790ebac612"
],
"markers": "python_version >= '3.6'",
"version": "==0.18.2"
},
"jinja2": {
"hashes": [
"sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852",
"sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"
],
"markers": "python_version >= '3.7'",
"version": "==3.1.2"
},
"jupyter-client": {
"hashes": [
"sha256:214668aaea208195f4c13d28eb272ba79f945fc0cf3f11c7092c20b2ca1980e7",
"sha256:52be28e04171f07aed8f20e1616a5a552ab9fee9cbbe6c1896ae170c3880d392"
],
"markers": "python_version >= '3.7'",
"version": "==7.4.9"
},
"jupyter-core": {
"hashes": [
"sha256:82e1cff0ef804c38677eff7070d5ff1d45037fef01a2d9ba9e6b7b8201831e9f",
"sha256:d23ab7db81ca1759f13780cd6b65f37f59bf8e0186ac422d5ca4982cc7d56716"
],
"markers": "python_version >= '3.8'",
"version": "==5.1.3"
},
"jupyterlab-widgets": {
"hashes": [
"sha256:a04a42e50231b355b7087e16a818f541e53589f7647144ea0344c4bf16f300e5",
"sha256:eeaecdeaf6c03afc960ddae201ced88d5979b4ca9c3891bcb8f6631af705f5ef"
],
"markers": "python_version >= '3.7'",
"version": "==3.0.5"
},
"langcodes": {
"hashes": [
"sha256:4d89fc9acb6e9c8fdef70bcdf376113a3db09b67285d9e1d534de6d8818e7e69",
"sha256:794d07d5a28781231ac335a1561b8442f8648ca07cd518310aeb45d6f0807ef6"
],
"markers": "python_version >= '3.6'",
"version": "==3.3.0"
},
"markupsafe": {
"hashes": [
"sha256:0576fe974b40a400449768941d5d0858cc624e3249dfd1e0c33674e5c7ca7aed",
"sha256:085fd3201e7b12809f9e6e9bc1e5c96a368c8523fad5afb02afe3c051ae4afcc",
"sha256:090376d812fb6ac5f171e5938e82e7f2d7adc2b629101cec0db8b267815c85e2",
"sha256:0b462104ba25f1ac006fdab8b6a01ebbfbce9ed37fd37fd4acd70c67c973e460",
"sha256:137678c63c977754abe9086a3ec011e8fd985ab90631145dfb9294ad09c102a7",
"sha256:1bea30e9bf331f3fef67e0a3877b2288593c98a21ccb2cf29b74c581a4eb3af0",
"sha256:22152d00bf4a9c7c83960521fc558f55a1adbc0631fbb00a9471e097b19d72e1",
"sha256:22731d79ed2eb25059ae3df1dfc9cb1546691cc41f4e3130fe6bfbc3ecbbecfa",
"sha256:2298c859cfc5463f1b64bd55cb3e602528db6fa0f3cfd568d3605c50678f8f03",
"sha256:28057e985dace2f478e042eaa15606c7efccb700797660629da387eb289b9323",
"sha256:2e7821bffe00aa6bd07a23913b7f4e01328c3d5cc0b40b36c0bd81d362faeb65",
"sha256:2ec4f2d48ae59bbb9d1f9d7efb9236ab81429a764dedca114f5fdabbc3788013",
"sha256:340bea174e9761308703ae988e982005aedf427de816d1afe98147668cc03036",
"sha256:40627dcf047dadb22cd25ea7ecfe9cbf3bbbad0482ee5920b582f3809c97654f",
"sha256:40dfd3fefbef579ee058f139733ac336312663c6706d1163b82b3003fb1925c4",
"sha256:4cf06cdc1dda95223e9d2d3c58d3b178aa5dacb35ee7e3bbac10e4e1faacb419",
"sha256:50c42830a633fa0cf9e7d27664637532791bfc31c731a87b202d2d8ac40c3ea2",
"sha256:55f44b440d491028addb3b88f72207d71eeebfb7b5dbf0643f7c023ae1fba619",
"sha256:608e7073dfa9e38a85d38474c082d4281f4ce276ac0010224eaba11e929dd53a",
"sha256:63ba06c9941e46fa389d389644e2d8225e0e3e5ebcc4ff1ea8506dce646f8c8a",
"sha256:65608c35bfb8a76763f37036547f7adfd09270fbdbf96608be2bead319728fcd",
"sha256:665a36ae6f8f20a4676b53224e33d456a6f5a72657d9c83c2aa00765072f31f7",
"sha256:6d6607f98fcf17e534162f0709aaad3ab7a96032723d8ac8750ffe17ae5a0666",
"sha256:7313ce6a199651c4ed9d7e4cfb4aa56fe923b1adf9af3b420ee14e6d9a73df65",
"sha256:7668b52e102d0ed87cb082380a7e2e1e78737ddecdde129acadb0eccc5423859",
"sha256:7df70907e00c970c60b9ef2938d894a9381f38e6b9db73c5be35e59d92e06625",
"sha256:7e007132af78ea9df29495dbf7b5824cb71648d7133cf7848a2a5dd00d36f9ff",
"sha256:835fb5e38fd89328e9c81067fd642b3593c33e1e17e2fdbf77f5676abb14a156",
"sha256:8bca7e26c1dd751236cfb0c6c72d4ad61d986e9a41bbf76cb445f69488b2a2bd",
"sha256:8db032bf0ce9022a8e41a22598eefc802314e81b879ae093f36ce9ddf39ab1ba",
"sha256:99625a92da8229df6d44335e6fcc558a5037dd0a760e11d84be2260e6f37002f",
"sha256:9cad97ab29dfc3f0249b483412c85c8ef4766d96cdf9dcf5a1e3caa3f3661cf1",
"sha256:a4abaec6ca3ad8660690236d11bfe28dfd707778e2442b45addd2f086d6ef094",
"sha256:a6e40afa7f45939ca356f348c8e23048e02cb109ced1eb8420961b2f40fb373a",
"sha256:a6f2fcca746e8d5910e18782f976489939d54a91f9411c32051b4aab2bd7c513",
"sha256:a806db027852538d2ad7555b203300173dd1b77ba116de92da9afbc3a3be3eed",
"sha256:abcabc8c2b26036d62d4c746381a6f7cf60aafcc653198ad678306986b09450d",
"sha256:b8526c6d437855442cdd3d87eede9c425c4445ea011ca38d937db299382e6fa3",
"sha256:bb06feb762bade6bf3c8b844462274db0c76acc95c52abe8dbed28ae3d44a147",
"sha256:c0a33bc9f02c2b17c3ea382f91b4db0e6cde90b63b296422a939886a7a80de1c",
"sha256:c4a549890a45f57f1ebf99c067a4ad0cb423a05544accaf2b065246827ed9603",
"sha256:ca244fa73f50a800cf8c3ebf7fd93149ec37f5cb9596aa8873ae2c1d23498601",
"sha256:cf877ab4ed6e302ec1d04952ca358b381a882fbd9d1b07cccbfd61783561f98a",
"sha256:d9d971ec1e79906046aa3ca266de79eac42f1dbf3612a05dc9368125952bd1a1",
"sha256:da25303d91526aac3672ee6d49a2f3db2d9502a4a60b55519feb1a4c7714e07d",
"sha256:e55e40ff0cc8cc5c07996915ad367fa47da6b3fc091fdadca7f5403239c5fec3",
"sha256:f03a532d7dee1bed20bc4884194a16160a2de9ffc6354b3878ec9682bb623c54",
"sha256:f1cd098434e83e656abf198f103a8207a8187c0fc110306691a2e94a78d0abb2",
"sha256:f2bfb563d0211ce16b63c7cb9395d2c682a23187f54c3d79bfec33e6705473c6",
"sha256:f8ffb705ffcf5ddd0e80b65ddf7bed7ee4f5a441ea7d3419e861a12eaf41af58"
],
"markers": "python_version >= '3.7'",
"version": "==2.1.2"
},
"matplotlib-inline": {
"hashes": [
"sha256:f1f41aab5328aa5aaea9b16d083b128102f8712542f819fe7e6a420ff581b311",
"sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"
],
"markers": "python_version >= '3.5'",
"version": "==0.1.6"
},
"murmurhash": {
"hashes": [
"sha256:01137d688a6b259bde642513506b062364ea4e1609f886d9bd095c3ae6da0b94",
"sha256:0ac5530c250d2b0073ed058555847c8d88d2d00229e483d45658c13b32398523",
"sha256:0c2e2ee2d91a87952fe0f80212e86119aa1fd7681f03e6c99b279e50790dc2b3",
"sha256:0eb0f8e652431ea238c11bcb671fef5c03aff0544bf7e098df81ea4b6d495405",
"sha256:1b70bbf55d89713873a35bd4002bc231d38e530e1051d57ca5d15f96c01fd778",
"sha256:213d0248e586082e1cab6157d9945b846fd2b6be34357ad5ea0d03a1931d82ba",
"sha256:241693c1c819148eac29d7882739b1099c891f1f7431127b2652c23f81722cec",
"sha256:2aebe2ae016525a662ff772b72a2c9244a673e3215fcd49897f494258b96f3e7",
"sha256:379bf6b414bd27dd36772dd1570565a7d69918e980457370838bd514df0d91e9",
"sha256:3e802fa5b0e618ee99e8c114ce99fc91677f14e9de6e18b945d91323a93c84e8",
"sha256:47f5ca56c430230d3b581dfdbc54eb3ad8b0406dcc9afdd978da2e662c71d370",
"sha256:5dc41be79ba4d09aab7e9110a8a4d4b37b184b63767b1b247411667cdb1057a3",
"sha256:5ef31b5c11be2c064dbbdd0e22ab3effa9ceb5b11ae735295c717c120087dd94",
"sha256:660ae41fc6609abc05130543011a45b33ca5d8318ae5c70e66bbd351ca936063",
"sha256:69157e8fa6b25c4383645227069f6a1f8738d32ed2a83558961019ca3ebef56a",
"sha256:697ed01454d92681c7ae26eb1adcdc654b54062bcc59db38ed03cad71b23d449",
"sha256:799fcbca5693ad6a40f565ae6b8e9718e5875a63deddf343825c0f31c32348fa",
"sha256:8c3d69fb649c77c74a55624ebf7a0df3c81629e6ea6e80048134f015da57b2ea",
"sha256:94b89d02aeab5e6bad5056f9d08df03ac7cfe06e61ff4b6340feb227fda80ce8",
"sha256:a5952f9c18a717fa17579e27f57bfa619299546011a8378a8f73e14eece332f6",
"sha256:ab78675510f83e7a3c6bd0abdc448a9a2b0b385b0d7ee766cbbfc5cc278a3042",
"sha256:b129e1c5ebd772e6ff5ef925bcce695df13169bd885337e6074b923ab6edcfc8",
"sha256:c0f84ecdf37c06eda0222f2f9e81c0974e1a7659c35b755ab2fdc642ebd366db",
"sha256:cf0b3fe54dca598f5b18c9951e70812e070ecb4c0672ad2cc32efde8a33b3df6",
"sha256:d7a2bd203377a31bbb2d83fe3f968756d6c9bbfa36c64c6ebfc3c6494fc680bc",
"sha256:ef79202feeac68e83971239169a05fa6514ecc2815ce04c8302076d267870f6e",
"sha256:f9b995bc82eaf9223e045210207b8878fdfe099a788dd8abd708d9ee58459a9d",
"sha256:fe7a38cb0d3d87c14ec9dddc4932ffe2dbc77d75469ab80fd5014689b0e07b58"
],
"markers": "python_version >= '3.6'",
"version": "==1.0.9"
},
"nest-asyncio": {
"hashes": [
"sha256:b9a953fb40dceaa587d109609098db21900182b16440652454a146cffb06e8b8",
"sha256:d267cc1ff794403f7df692964d1d2a3fa9418ffea2a3f6859a439ff482fef290"
],
"markers": "python_version >= '3.5'",
"version": "==1.5.6"
},
"numpy": {
"hashes": [
"sha256:0044f7d944ee882400890f9ae955220d29b33d809a038923d88e4e01d652acd9",
"sha256:0e3463e6ac25313462e04aea3fb8a0a30fb906d5d300f58b3bc2c23da6a15398",
"sha256:179a7ef0889ab769cc03573b6217f54c8bd8e16cef80aad369e1e8185f994cd7",
"sha256:2386da9a471cc00a1f47845e27d916d5ec5346ae9696e01a8a34760858fe9dd2",
"sha256:26089487086f2648944f17adaa1a97ca6aee57f513ba5f1c0b7ebdabbe2b9954",
"sha256:28bc9750ae1f75264ee0f10561709b1462d450a4808cd97c013046073ae64ab6",
"sha256:28e418681372520c992805bb723e29d69d6b7aa411065f48216d8329d02ba032",
"sha256:442feb5e5bada8408e8fcd43f3360b78683ff12a4444670a7d9e9824c1817d36",
"sha256:6ec0c021cd9fe732e5bab6401adea5a409214ca5592cd92a114f7067febcba0c",
"sha256:7094891dcf79ccc6bc2a1f30428fa5edb1e6fb955411ffff3401fb4ea93780a8",
"sha256:84e789a085aabef2f36c0515f45e459f02f570c4b4c4c108ac1179c34d475ed7",
"sha256:87a118968fba001b248aac90e502c0b13606721b1343cdaddbc6e552e8dfb56f",
"sha256:8e669fbdcdd1e945691079c2cae335f3e3a56554e06bbd45d7609a6cf568c700",
"sha256:ad2925567f43643f51255220424c23d204024ed428afc5aad0f86f3ffc080086",
"sha256:b0677a52f5d896e84414761531947c7a330d1adc07c3a4372262f25d84af7bf7",
"sha256:b07b40f5fb4fa034120a5796288f24c1fe0e0580bbfff99897ba6267af42def2",
"sha256:b09804ff570b907da323b3d762e74432fb07955701b17b08ff1b5ebaa8cfe6a9",
"sha256:b162ac10ca38850510caf8ea33f89edcb7b0bb0dfa5592d59909419986b72407",
"sha256:b31da69ed0c18be8b77bfce48d234e55d040793cebb25398e2a7d84199fbc7e2",
"sha256:caf65a396c0d1f9809596be2e444e3bd4190d86d5c1ce21f5fc4be60a3bc5b36",
"sha256:cfa1161c6ac8f92dea03d625c2d0c05e084668f4a06568b77a25a89111621566",
"sha256:dae46bed2cb79a58d6496ff6d8da1e3b95ba09afeca2e277628171ca99b99db1",
"sha256:ddc7ab52b322eb1e40521eb422c4e0a20716c271a306860979d450decbb51b8e",
"sha256:de92efa737875329b052982e37bd4371d52cabf469f83e7b8be9bb7752d67e51",
"sha256:e274f0f6c7efd0d577744f52032fdd24344f11c5ae668fe8d01aac0422611df1",
"sha256:ed5fb71d79e771ec930566fae9c02626b939e37271ec285e9efaf1b5d4370e7d",
"sha256:ef85cf1f693c88c1fd229ccd1055570cb41cdf4875873b7728b6301f12cd05bf",
"sha256:f1b739841821968798947d3afcefd386fa56da0caf97722a5de53e07c4ccedc7"
],
"markers": "python_version >= '3.8'",
"version": "==1.24.1"
},
"packaging": {
"hashes": [
"sha256:714ac14496c3e68c99c29b00845f7a2b85f3bb6f1078fd9f72fd20f0570002b2",
"sha256:b6ad297f8907de0fa2fe1ccbd26fdaf387f5f47c7275fedf8cce89f99446cf97"
],
"markers": "python_version >= '3.7'",
"version": "==23.0"
},
"parso": {
"hashes": [
"sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0",
"sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"
],
"markers": "python_version >= '3.6'",
"version": "==0.8.3"
},
"pathy": {
"hashes": [
"sha256:4cd6e71b4cd5ff875cfbb949ad9fa5519d8d1dbe69d5fc1d1b23aa3cb049618b",
"sha256:a7613ee2d99a0a3300e1d836322e2d947c85449fde59f52906f995dbff67dad4"
],
"markers": "python_version >= '3.6'",
"version": "==0.10.1"
},
"pickleshare": {
"hashes": [
"sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca",
"sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56"
],
"version": "==0.7.5"
},
"platformdirs": {
"hashes": [
"sha256:83c8f6d04389165de7c9b6f0c682439697887bca0aa2f1c87ef1826be3584490",
"sha256:e1fea1fe471b9ff8332e229df3cb7de4f53eeea4998d3b6bfff542115e998bd2"
],
"markers": "python_version >= '3.7'",
"version": "==2.6.2"
},
"preshed": {
"hashes": [
"sha256:019d8fa4161035811fb2804d03214143298739e162d0ad24e087bd46c50970f5",
"sha256:06793022a56782ef51d74f1399925a2ba958e50c5cfbc6fa5b25c4945e158a07",
"sha256:09cc9da2ac1b23010ce7d88a5e20f1033595e6dd80be14318e43b9409f4c7697",
"sha256:0ae25a010c9f551aa2247ee621457f679e07c57fc99d3fd44f84cb40b925f12c",
"sha256:0e1bb8701df7861af26a312225bdf7c4822ac06fcf75aeb60fe2b0a20e64c222",
"sha256:135e2ac0db1a3948d6ec295598c7e182b52c394663f2fcfe36a97ae51186be21",
"sha256:246e7c6890dc7fe9b10f0e31de3346b906e3862b6ef42fcbede37968f46a73bf",
"sha256:25b5ef5e387a0e17ff41202a8c1816184ab6fb3c0d0b847bf8add0ed5941eb8d",
"sha256:53d3e2456a085425c66af7baba62d7eaa24aa5e460e1a9e02c401a2ed59abd7b",
"sha256:5942858170c4f53d9afc6352a86bbc72fc96cc4d8964b6415492114a5920d3ed",
"sha256:5a6a7fcf7dd2e7711051b3f0432da9ec9c748954c989f49d2cd8eabf8c2d953e",
"sha256:67643e66691770dc3434b01671648f481e3455209ce953727ef2330b16790aaa",
"sha256:6a49ce52856fbb3ef4f1cc744c53f5d7e1ca370b1939620ac2509a6d25e02a50",
"sha256:6c74c70078809bfddda17be96483c41d06d717934b07cab7921011d81758b357",
"sha256:720593baf2c2e295f855192974799e486da5f50d4548db93c44f5726a43cefb9",
"sha256:7f8837bf616335464f3713cbf562a3dcaad22c3ca9193f957018964ef871a68b",
"sha256:854d58a8913ebf3b193b0dc8064155b034e8987de25f26838dfeca09151fda8a",
"sha256:85e98a618fb36cdcc37501d8b9b8c1246651cc2f2db3a70702832523e0ae12f4",
"sha256:8e945fc814bdc29564a2ce137c237b3a9848aa1e76a1160369b6e0d328151fdd",
"sha256:c8a2e2931eea7e500fbf8e014b69022f3fab2e35a70da882e2fc753e5e487ae3",
"sha256:e0ad3d860b9ce88a74cf7414bb4b1c6fd833813e7b818e76f49272c4974b19ce",
"sha256:e1472ee231f323b4f4368b1b5f8f08481ed43af89697d45450c6ae4af46ac08a",
"sha256:e19c8069f1a1450f835f23d47724530cf716d581fcafb398f534d044f806b8c2",
"sha256:e9aef2b0b7687aecef48b1c6ff657d407ff24e75462877dcb888fa904c4a9c6d",
"sha256:ea4b6df8ef7af38e864235256793bc3056e9699d991afcf6256fa298858582fc",
"sha256:f9a4833530fe53001c351974e0c8bb660211b8d0358e592af185fec1ae12b2d0",
"sha256:fd19d48440b152657966a52e627780c0ddbe9d907b8d7ee4598505e80a3c55c7",
"sha256:fdbc2957b36115a576c515ffe963919f19d2683f3c76c9304ae88ef59f6b5ca6"
],
"markers": "python_version >= '3.6'",
"version": "==3.0.8"
},
"prompt-toolkit": {
"hashes": [
"sha256:3e163f254bef5a03b146397d7c1963bd3e2812f0964bb9a24e6ec761fd28db63",
"sha256:aa64ad242a462c5ff0363a7b9cfe696c20d55d9fc60c11fd8e632d064804d305"
],
"markers": "python_full_version >= '3.6.2'",
"version": "==3.0.36"
},
"psutil": {
"hashes": [
"sha256:149555f59a69b33f056ba1c4eb22bb7bf24332ce631c44a319cec09f876aaeff",
"sha256:16653106f3b59386ffe10e0bad3bb6299e169d5327d3f187614b1cb8f24cf2e1",
"sha256:3d7f9739eb435d4b1338944abe23f49584bde5395f27487d2ee25ad9a8774a62",
"sha256:3ff89f9b835100a825b14c2808a106b6fdcc4b15483141482a12c725e7f78549",
"sha256:54c0d3d8e0078b7666984e11b12b88af2db11d11249a8ac8920dd5ef68a66e08",
"sha256:54d5b184728298f2ca8567bf83c422b706200bcbbfafdc06718264f9393cfeb7",
"sha256:6001c809253a29599bc0dfd5179d9f8a5779f9dffea1da0f13c53ee568115e1e",
"sha256:68908971daf802203f3d37e78d3f8831b6d1014864d7a85937941bb35f09aefe",
"sha256:6b92c532979bafc2df23ddc785ed116fced1f492ad90a6830cf24f4d1ea27d24",
"sha256:852dd5d9f8a47169fe62fd4a971aa07859476c2ba22c2254d4a1baa4e10b95ad",
"sha256:9120cd39dca5c5e1c54b59a41d205023d436799b1c8c4d3ff71af18535728e94",
"sha256:c1ca331af862803a42677c120aff8a814a804e09832f166f226bfd22b56feee8",
"sha256:efeae04f9516907be44904cc7ce08defb6b665128992a56957abc9b61dca94b7",
"sha256:fd8522436a6ada7b4aad6638662966de0d61d241cb821239b2ae7013d41a43d4"
],
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
"version": "==5.9.4"
},
"pure-eval": {
"hashes": [
"sha256:01eaab343580944bc56080ebe0a674b39ec44a945e6d09ba7db3cb8cec289350",
"sha256:2b45320af6dfaa1750f543d714b6d1c520a1688dec6fd24d339063ce0aaa9ac3"
],
"version": "==0.2.2"
},
"pyaudio": {
"hashes": [
"sha256:13915faaa780e6bbbb6d745ef0e761674fd461b1b1b3f9c1f57042a534bfc0c3",
"sha256:1505d766ee718df6f5a18b73ac42307ba1cb4d2c0397873159254a34f67515d6",
"sha256:26bccc81e4243d1c0ff5487e6b481de6329fcd65c79365c267cef38f363a2b56",
"sha256:48e29537ea22ae2ae323eebe297bfb2683831cee4f20d96964e131f65ab2161d",
"sha256:59cc3cc5211b729c7854e3989058a145872cc58b1a7b46c6d4d88448a343d890",
"sha256:87137cfd0ef8608a2a383be3f6996f59505e322dab9d16531f14cf542fa294f1",
"sha256:910ef09225cce227adbba92622d4a3e3c8375117f7dd64039f287d9ffc0e02a1",
"sha256:c6b302b048c054b7463936d8ba884b73877dc47012f3c94665dba92dd658ae04",
"sha256:d294e3f85b2238649b1ff49ce3412459a8a312569975a89d14646536362d7576",
"sha256:eb128e4a6ea9b98d9a31f33c44978885af27dbe8ae53d665f8790cbfe045517e",
"sha256:ff7f5e44ef51fe61da1e09c6f632f0b5808198edd61b363855cc7dd03bf4a8ac"
],
"index": "pypi",
"version": "==0.2.13"
},
"pycparser": {
"hashes": [
"sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9",
"sha256:e644fdec12f7872f86c58ff790da456218b10f863970249516d60a5eaca77206"
],
"version": "==2.21"
},
"pydantic": {
"hashes": [
"sha256:05a81b006be15655b2a1bae5faa4280cf7c81d0e09fcb49b342ebf826abe5a72",
"sha256:0b53e1d41e97063d51a02821b80538053ee4608b9a181c1005441f1673c55423",
"sha256:2b3ce5f16deb45c472dde1a0ee05619298c864a20cded09c4edd820e1454129f",
"sha256:2e82a6d37a95e0b1b42b82ab340ada3963aea1317fd7f888bb6b9dfbf4fff57c",
"sha256:301d626a59edbe5dfb48fcae245896379a450d04baeed50ef40d8199f2733b06",
"sha256:39f4a73e5342b25c2959529f07f026ef58147249f9b7431e1ba8414a36761f53",
"sha256:4948f264678c703f3877d1c8877c4e3b2e12e549c57795107f08cf70c6ec7774",
"sha256:4b05697738e7d2040696b0a66d9f0a10bec0efa1883ca75ee9e55baf511909d6",
"sha256:51bdeb10d2db0f288e71d49c9cefa609bca271720ecd0c58009bd7504a0c464c",
"sha256:55b1625899acd33229c4352ce0ae54038529b412bd51c4915349b49ca575258f",
"sha256:572066051eeac73d23f95ba9a71349c42a3e05999d0ee1572b7860235b850cc6",
"sha256:6a05a9db1ef5be0fe63e988f9617ca2551013f55000289c671f71ec16f4985e3",
"sha256:6dc1cc241440ed7ca9ab59d9929075445da6b7c94ced281b3dd4cfe6c8cff817",
"sha256:6e7124d6855b2780611d9f5e1e145e86667eaa3bd9459192c8dc1a097f5e9903",
"sha256:75d52162fe6b2b55964fbb0af2ee58e99791a3138588c482572bb6087953113a",
"sha256:78cec42b95dbb500a1f7120bdf95c401f6abb616bbe8785ef09887306792e66e",
"sha256:7feb6a2d401f4d6863050f58325b8d99c1e56f4512d98b11ac64ad1751dc647d",
"sha256:8775d4ef5e7299a2f4699501077a0defdaac5b6c4321173bcb0f3c496fbadf85",
"sha256:887ca463c3bc47103c123bc06919c86720e80e1214aab79e9b779cda0ff92a00",
"sha256:9193d4f4ee8feca58bc56c8306bcb820f5c7905fd919e0750acdeeeef0615b28",
"sha256:983e720704431a6573d626b00662eb78a07148c9115129f9b4351091ec95ecc3",
"sha256:990406d226dea0e8f25f643b370224771878142155b879784ce89f633541a024",
"sha256:9cbdc268a62d9a98c56e2452d6c41c0263d64a2009aac69246486f01b4f594c4",
"sha256:a48f1953c4a1d9bd0b5167ac50da9a79f6072c63c4cef4cf2a3736994903583e",
"sha256:a9a6747cac06c2beb466064dda999a13176b23535e4c496c9d48e6406f92d42d",
"sha256:a9f2de23bec87ff306aef658384b02aa7c32389766af3c5dee9ce33e80222dfa",
"sha256:b5635de53e6686fe7a44b5cf25fcc419a0d5e5c1a1efe73d49d48fe7586db854",
"sha256:b6f9d649892a6f54a39ed56b8dfd5e08b5f3be5f893da430bed76975f3735d15",
"sha256:b9a3859f24eb4e097502a3be1fb4b2abb79b6103dd9e2e0edb70613a4459a648",
"sha256:cd8702c5142afda03dc2b1ee6bc358b62b3735b2cce53fc77b31ca9f728e4bc8",
"sha256:d7b5a3821225f5c43496c324b0d6875fde910a1c2933d726a743ce328fbb2a8c",
"sha256:d88c4c0e5c5dfd05092a4b271282ef0588e5f4aaf345778056fc5259ba098857",
"sha256:eb992a1ef739cc7b543576337bebfc62c0e6567434e522e97291b251a41dad7f",
"sha256:f2f7eb6273dd12472d7f218e1fef6f7c7c2f00ac2e1ecde4db8824c457300416",
"sha256:fdf88ab63c3ee282c76d652fc86518aacb737ff35796023fae56a65ced1a5978",
"sha256:fdf8d759ef326962b4678d89e275ffc55b7ce59d917d9f72233762061fd04a2d"
],
"markers": "python_version >= '3.7'",
"version": "==1.10.4"
},
"pydub": {
"hashes": [
"sha256:65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6",
"sha256:980a33ce9949cab2a569606b65674d748ecbca4f0796887fd6f46173a7b0d30f"
],
"index": "pypi",
"version": "==0.25.1"
},
"pygments": {
"hashes": [
"sha256:b3ed06a9e8ac9a9aae5a6f5dbe78a8a58655d17b43b93c078f094ddc476ae297",
"sha256:fa7bd7bd2771287c0de303af8bfdfc731f51bd2c6a47ab69d117138893b82717"
],
"markers": "python_version >= '3.6'",
"version": "==2.14.0"
},
"python-dateutil": {
"hashes": [
"sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86",
"sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
],
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
"version": "==2.8.2"
},
"pywin32": {
"hashes": [
"sha256:109f98980bfb27e78f4df8a51a8198e10b0f347257d1e265bb1a32993d0c973d",
"sha256:13362cc5aa93c2beaf489c9c9017c793722aeb56d3e5166dadd5ef82da021fe1",
"sha256:19ca459cd2e66c0e2cc9a09d589f71d827f26d47fe4a9d09175f6aa0256b51c2",
"sha256:326f42ab4cfff56e77e3e595aeaf6c216712bbdd91e464d167c6434b28d65990",
"sha256:421f6cd86e84bbb696d54563c48014b12a23ef95a14e0bdba526be756d89f116",
"sha256:48d8b1659284f3c17b68587af047d110d8c44837736b8932c034091683e05863",
"sha256:4ecd404b2c6eceaca52f8b2e3e91b2187850a1ad3f8b746d0796a98b4cea04db",
"sha256:50768c6b7c3f0b38b7fb14dd4104da93ebced5f1a50dc0e834594bff6fbe1271",
"sha256:56d7a9c6e1a6835f521788f53b5af7912090674bb84ef5611663ee1595860fc7",
"sha256:73e819c6bed89f44ff1d690498c0a811948f73777e5f97c494c152b850fad478",
"sha256:742eb905ce2187133a29365b428e6c3b9001d79accdc30aa8969afba1d8470f4",
"sha256:9d968c677ac4d5cbdaa62fd3014ab241718e619d8e36ef8e11fb930515a1e918",
"sha256:9dd98384da775afa009bc04863426cb30596fd78c6f8e4e2e5bbf4edf8029504",
"sha256:a55db448124d1c1484df22fa8bbcbc45c64da5e6eae74ab095b9ea62e6d00496"
],
"markers": "sys_platform == 'win32' and platform_python_implementation != 'PyPy'",
"version": "==305"
},
"pyyaml": {
"hashes": [
"sha256:01b45c0191e6d66c470b6cf1b9531a771a83c1c4208272ead47a3ae4f2f603bf",
"sha256:0283c35a6a9fbf047493e3a0ce8d79ef5030852c51e9d911a27badfde0605293",
"sha256:055d937d65826939cb044fc8c9b08889e8c743fdc6a32b33e2390f66013e449b",
"sha256:07751360502caac1c067a8132d150cf3d61339af5691fe9e87803040dbc5db57",
"sha256:0b4624f379dab24d3725ffde76559cff63d9ec94e1736b556dacdfebe5ab6d4b",
"sha256:0ce82d761c532fe4ec3f87fc45688bdd3a4c1dc5e0b4a19814b9009a29baefd4",
"sha256:1e4747bc279b4f613a09eb64bba2ba602d8a6664c6ce6396a4d0cd413a50ce07",
"sha256:213c60cd50106436cc818accf5baa1aba61c0189ff610f64f4a3e8c6726218ba",
"sha256:231710d57adfd809ef5d34183b8ed1eeae3f76459c18fb4a0b373ad56bedcdd9",
"sha256:277a0ef2981ca40581a47093e9e2d13b3f1fbbeffae064c1d21bfceba2030287",
"sha256:2cd5df3de48857ed0544b34e2d40e9fac445930039f3cfe4bcc592a1f836d513",
"sha256:40527857252b61eacd1d9af500c3337ba8deb8fc298940291486c465c8b46ec0",
"sha256:432557aa2c09802be39460360ddffd48156e30721f5e8d917f01d31694216782",
"sha256:473f9edb243cb1935ab5a084eb238d842fb8f404ed2193a915d1784b5a6b5fc0",
"sha256:48c346915c114f5fdb3ead70312bd042a953a8ce5c7106d5bfb1a5254e47da92",
"sha256:50602afada6d6cbfad699b0c7bb50d5ccffa7e46a3d738092afddc1f9758427f",
"sha256:68fb519c14306fec9720a2a5b45bc9f0c8d1b9c72adf45c37baedfcd949c35a2",
"sha256:77f396e6ef4c73fdc33a9157446466f1cff553d979bd00ecb64385760c6babdc",
"sha256:81957921f441d50af23654aa6c5e5eaf9b06aba7f0a19c18a538dc7ef291c5a1",
"sha256:819b3830a1543db06c4d4b865e70ded25be52a2e0631ccd2f6a47a2822f2fd7c",
"sha256:897b80890765f037df3403d22bab41627ca8811ae55e9a722fd0392850ec4d86",
"sha256:98c4d36e99714e55cfbaaee6dd5badbc9a1ec339ebfc3b1f52e293aee6bb71a4",
"sha256:9df7ed3b3d2e0ecfe09e14741b857df43adb5a3ddadc919a2d94fbdf78fea53c",
"sha256:9fa600030013c4de8165339db93d182b9431076eb98eb40ee068700c9c813e34",
"sha256:a80a78046a72361de73f8f395f1f1e49f956c6be882eed58505a15f3e430962b",
"sha256:afa17f5bc4d1b10afd4466fd3a44dc0e245382deca5b3c353d8b757f9e3ecb8d",
"sha256:b3d267842bf12586ba6c734f89d1f5b871df0273157918b0ccefa29deb05c21c",
"sha256:b5b9eccad747aabaaffbc6064800670f0c297e52c12754eb1d976c57e4f74dcb",
"sha256:bfaef573a63ba8923503d27530362590ff4f576c626d86a9fed95822a8255fd7",
"sha256:c5687b8d43cf58545ade1fe3e055f70eac7a5a1a0bf42824308d868289a95737",
"sha256:cba8c411ef271aa037d7357a2bc8f9ee8b58b9965831d9e51baf703280dc73d3",
"sha256:d15a181d1ecd0d4270dc32edb46f7cb7733c7c508857278d3d378d14d606db2d",
"sha256:d4b0ba9512519522b118090257be113b9468d804b19d63c71dbcf4a48fa32358",
"sha256:d4db7c7aef085872ef65a8fd7d6d09a14ae91f691dec3e87ee5ee0539d516f53",
"sha256:d4eccecf9adf6fbcc6861a38015c2a64f38b9d94838ac1810a9023a0609e1b78",
"sha256:d67d839ede4ed1b28a4e8909735fc992a923cdb84e618544973d7dfc71540803",
"sha256:daf496c58a8c52083df09b80c860005194014c3698698d1a57cbcfa182142a3a",
"sha256:dbad0e9d368bb989f4515da330b88a057617d16b6a8245084f1b05400f24609f",
"sha256:e61ceaab6f49fb8bdfaa0f92c4b57bcfbea54c09277b1b4f7ac376bfb7a7c174",
"sha256:f84fbc98b019fef2ee9a1cb3ce93e3187a6df0b2538a651bfb890254ba9f90b5"
],
"markers": "python_version >= '3.6'",
"version": "==6.0"
},
"pyzmq": {
"hashes": [
"sha256:00c94fd4c9dd3c95aace0c629a7fa713627a5c80c1819326b642adf6c4b8e2a2",
"sha256:01d53958c787cfea34091fcb8ef36003dbb7913b8e9f8f62a0715234ebc98b70",
"sha256:0282bba9aee6e0346aa27d6c69b5f7df72b5a964c91958fc9e0c62dcae5fdcdc",
"sha256:02f5cb60a7da1edd5591a15efa654ffe2303297a41e1b40c3c8942f8f11fc17c",
"sha256:0645b5a2d2a06fd8eb738018490c514907f7488bf9359c6ee9d92f62e844b76f",
"sha256:0a154ef810d44f9d28868be04641f837374a64e7449df98d9208e76c260c7ef1",
"sha256:0a90b2480a26aef7c13cff18703ba8d68e181facb40f78873df79e6d42c1facc",
"sha256:0e8d00228db627ddd1b418c7afd81820b38575f237128c9650365f2dd6ac3443",
"sha256:17e1cb97d573ea84d7cd97188b42ca6f611ab3ee600f6a75041294ede58e3d20",
"sha256:183e18742be3621acf8908903f689ec520aee3f08449bfd29f583010ca33022b",
"sha256:1f6116991568aac48b94d6d8aaed6157d407942ea385335a6ed313692777fb9d",
"sha256:20638121b0bdc80777ce0ec8c1f14f1ffec0697a1f88f0b564fa4a23078791c4",
"sha256:2754fa68da08a854f4816e05160137fa938a2347276471103d31e04bcee5365c",
"sha256:28bcb2e66224a7ac2843eb632e4109d6b161479e7a2baf24e37210461485b4f1",
"sha256:293a7c2128690f496057f1f1eb6074f8746058d13588389981089ec45d8fdc77",
"sha256:2a73af6504e0d2805e926abf136ebf536735a13c22f709be7113c2ec65b4bec3",
"sha256:2d05d904f03ddf1e0d83d97341354dfe52244a619b5a1440a5f47a5b3451e84e",
"sha256:2e7b87638ee30ab13230e37ce5331b3e730b1e0dda30120b9eeec3540ed292c8",
"sha256:3100dddcada66ec5940ed6391ebf9d003cc3ede3d320748b2737553019f58230",
"sha256:31e523d067ce44a04e876bed3ff9ea1ff8d1b6636d16e5fcace9d22f8c564369",
"sha256:3594c0ff604e685d7e907860b61d0e10e46c74a9ffca168f6e9e50ea934ee440",
"sha256:3670e8c5644768f214a3b598fe46378a4a6f096d5fb82a67dfd3440028460565",
"sha256:4046d03100aca266e70d54a35694cb35d6654cfbef633e848b3c4a8d64b9d187",
"sha256:4725412e27612f0d7d7c2f794d89807ad0227c2fc01dd6146b39ada49c748ef9",
"sha256:484c2c4ee02c1edc07039f42130bd16e804b1fe81c4f428e0042e03967f40c20",
"sha256:487305c2a011fdcf3db1f24e8814bb76d23bc4d2f46e145bc80316a59a9aa07d",
"sha256:4a1bc30f0c18444d51e9b0d0dd39e3a4e7c53ee74190bebef238cd58de577ea9",
"sha256:4c25c95416133942280faaf068d0fddfd642b927fb28aaf4ab201a738e597c1e",
"sha256:4cbb885f347eba7ab7681c450dee5b14aed9f153eec224ec0c3f299273d9241f",
"sha256:4d3d604fe0a67afd1aff906e54da557a5203368a99dcc50a70eef374f1d2abef",
"sha256:4e295f7928a31ae0f657e848c5045ba6d693fe8921205f408ca3804b1b236968",
"sha256:5049e75cc99db65754a3da5f079230fb8889230cf09462ec972d884d1704a3ed",
"sha256:5050f5c50b58a6e38ccaf9263a356f74ef1040f5ca4030225d1cb1a858c5b7b6",
"sha256:526f884a27e8bba62fe1f4e07c62be2cfe492b6d432a8fdc4210397f8cf15331",
"sha256:531866c491aee5a1e967c286cfa470dffac1e2a203b1afda52d62b58782651e9",
"sha256:5605621f2181f20b71f13f698944deb26a0a71af4aaf435b34dd90146092d530",
"sha256:58fc3ad5e1cfd2e6d24741fbb1e216b388115d31b0ca6670f894187f280b6ba6",
"sha256:60ecbfe7669d3808ffa8a7dd1487d6eb8a4015b07235e3b723d4b2a2d4de7203",
"sha256:610d2d112acd4e5501fac31010064a6c6efd716ceb968e443cae0059eb7b86de",
"sha256:6136bfb0e5a9cf8c60c6ac763eb21f82940a77e6758ea53516c8c7074f4ff948",
"sha256:62b9e80890c0d2408eb42d5d7e1fc62a5ce71be3288684788f74cf3e59ffd6e2",
"sha256:656281d496aaf9ca4fd4cea84e6d893e3361057c4707bd38618f7e811759103c",
"sha256:66509c48f7446b640eeae24b60c9c1461799a27b1b0754e438582e36b5af3315",
"sha256:6bf3842af37af43fa953e96074ebbb5315f6a297198f805d019d788a1021dbc8",
"sha256:731b208bc9412deeb553c9519dca47136b5a01ca66667cafd8733211941b17e4",
"sha256:75243e422e85a62f0ab7953dc315452a56b2c6a7e7d1a3c3109ac3cc57ed6b47",
"sha256:7877264aa851c19404b1bb9dbe6eed21ea0c13698be1eda3784aab3036d1c861",
"sha256:81f99fb1224d36eb91557afec8cdc2264e856f3464500b55749020ce4c848ef2",
"sha256:8539216173135e9e89f6b1cc392e74e6b935b91e8c76106cf50e7a02ab02efe5",
"sha256:85456f0d8f3268eecd63dede3b99d5bd8d3b306310c37d4c15141111d22baeaf",
"sha256:866eabf7c1315ef2e93e34230db7cbf672e0d7c626b37c11f7e870c8612c3dcc",
"sha256:926236ca003aec70574754f39703528947211a406f5c6c8b3e50eca04a9e87fc",
"sha256:930e6ad4f2eaac31a3d0c2130619d25db754b267487ebc186c6ad18af2a74018",
"sha256:94f0a7289d0f5c80807c37ebb404205e7deb737e8763eb176f4770839ee2a287",
"sha256:9a2d5e419bd39a1edb6cdd326d831f0120ddb9b1ff397e7d73541bf393294973",
"sha256:9ca6db34b26c4d3e9b0728841ec9aa39484eee272caa97972ec8c8e231b20c7e",
"sha256:9f72ea279b2941a5203e935a4588b9ba8a48aeb9a926d9dfa1986278bd362cb8",
"sha256:a0e7ef9ac807db50b4eb6f534c5dcc22f998f5dae920cc28873d2c1d080a4fc9",
"sha256:a1cd4a95f176cdc0ee0a82d49d5830f13ae6015d89decbf834c273bc33eeb3d3",
"sha256:a9c464cc508177c09a5a6122b67f978f20e2954a21362bf095a0da4647e3e908",
"sha256:ac97e7d647d5519bcef48dd8d3d331f72975afa5c4496c95f6e854686f45e2d9",
"sha256:af1fbfb7ad6ac0009ccee33c90a1d303431c7fb594335eb97760988727a37577",
"sha256:b055a1cddf8035966ad13aa51edae5dc8f1bba0b5d5e06f7a843d8b83dc9b66b",
"sha256:b6f75b4b8574f3a8a0d6b4b52606fc75b82cb4391471be48ab0b8677c82f9ed4",
"sha256:b90bb8dfbbd138558f1f284fecfe328f7653616ff9a972433a00711d9475d1a9",
"sha256:be05504af0619d1cffa500af1e0ede69fb683f301003851f5993b5247cc2c576",
"sha256:c21a5f4e54a807df5afdef52b6d24ec1580153a6bcf0607f70a6e1d9fa74c5c3",
"sha256:c48f257da280b3be6c94e05bd575eddb1373419dbb1a72c3ce64e88f29d1cd6d",
"sha256:cac602e02341eaaf4edfd3e29bd3fdef672e61d4e6dfe5c1d065172aee00acee",
"sha256:ccb3e1a863222afdbda42b7ca8ac8569959593d7abd44f5a709177d6fa27d266",
"sha256:e1081d7030a1229c8ff90120346fb7599b54f552e98fcea5170544e7c6725aab",
"sha256:e14df47c1265356715d3d66e90282a645ebc077b70b3806cf47efcb7d1d630cb",
"sha256:e4bba04ea779a3d7ef25a821bb63fd0939142c88e7813e5bd9c6265a20c523a2",
"sha256:e99629a976809fe102ef73e856cf4b2660acd82a412a51e80ba2215e523dfd0a",
"sha256:f330a1a2c7f89fd4b0aa4dcb7bf50243bf1c8da9a2f1efc31daf57a2046b31f2",
"sha256:f3f96d452e9580cb961ece2e5a788e64abaecb1232a80e61deffb28e105ff84a",
"sha256:fc7c1421c5b1c916acf3128bf3cc7ea7f5018b58c69a6866d70c14190e600ce9"
],
"markers": "python_version >= '3.6'",
"version": "==25.0.0"
},
"regex": {
"hashes": [
"sha256:052b670fafbe30966bbe5d025e90b2a491f85dfe5b2583a163b5e60a85a321ad",
"sha256:0653d012b3bf45f194e5e6a41df9258811ac8fc395579fa82958a8b76286bea4",
"sha256:0a069c8483466806ab94ea9068c34b200b8bfc66b6762f45a831c4baaa9e8cdd",
"sha256:0cf0da36a212978be2c2e2e2d04bdff46f850108fccc1851332bcae51c8907cc",
"sha256:131d4be09bea7ce2577f9623e415cab287a3c8e0624f778c1d955ec7c281bd4d",
"sha256:144486e029793a733e43b2e37df16a16df4ceb62102636ff3db6033994711066",
"sha256:1ddf14031a3882f684b8642cb74eea3af93a2be68893901b2b387c5fd92a03ec",
"sha256:1eba476b1b242620c266edf6325b443a2e22b633217a9835a52d8da2b5c051f9",
"sha256:20f61c9944f0be2dc2b75689ba409938c14876c19d02f7585af4460b6a21403e",
"sha256:22960019a842777a9fa5134c2364efaed5fbf9610ddc5c904bd3a400973b0eb8",
"sha256:22e7ebc231d28393dfdc19b185d97e14a0f178bedd78e85aad660e93b646604e",
"sha256:23cbb932cc53a86ebde0fb72e7e645f9a5eec1a5af7aa9ce333e46286caef783",
"sha256:29c04741b9ae13d1e94cf93fca257730b97ce6ea64cfe1eba11cf9ac4e85afb6",
"sha256:2bde29cc44fa81c0a0c8686992c3080b37c488df167a371500b2a43ce9f026d1",
"sha256:2cdc55ca07b4e70dda898d2ab7150ecf17c990076d3acd7a5f3b25cb23a69f1c",
"sha256:370f6e97d02bf2dd20d7468ce4f38e173a124e769762d00beadec3bc2f4b3bc4",
"sha256:395161bbdbd04a8333b9ff9763a05e9ceb4fe210e3c7690f5e68cedd3d65d8e1",
"sha256:44136355e2f5e06bf6b23d337a75386371ba742ffa771440b85bed367c1318d1",
"sha256:44a6c2f6374e0033873e9ed577a54a3602b4f609867794c1a3ebba65e4c93ee7",
"sha256:4919899577ba37f505aaebdf6e7dc812d55e8f097331312db7f1aab18767cce8",
"sha256:4b4b1fe58cd102d75ef0552cf17242705ce0759f9695334a56644ad2d83903fe",
"sha256:4bdd56ee719a8f751cf5a593476a441c4e56c9b64dc1f0f30902858c4ef8771d",
"sha256:4bf41b8b0a80708f7e0384519795e80dcb44d7199a35d52c15cc674d10b3081b",
"sha256:4cac3405d8dda8bc6ed499557625585544dd5cbf32072dcc72b5a176cb1271c8",
"sha256:4fe7fda2fe7c8890d454f2cbc91d6c01baf206fbc96d89a80241a02985118c0c",
"sha256:50921c140561d3db2ab9f5b11c5184846cde686bb5a9dc64cae442926e86f3af",
"sha256:5217c25229b6a85049416a5c1e6451e9060a1edcf988641e309dbe3ab26d3e49",
"sha256:5352bea8a8f84b89d45ccc503f390a6be77917932b1c98c4cdc3565137acc714",
"sha256:542e3e306d1669b25936b64917285cdffcd4f5c6f0247636fec037187bd93542",
"sha256:543883e3496c8b6d58bd036c99486c3c8387c2fc01f7a342b760c1ea3158a318",
"sha256:586b36ebda81e6c1a9c5a5d0bfdc236399ba6595e1397842fd4a45648c30f35e",
"sha256:597f899f4ed42a38df7b0e46714880fb4e19a25c2f66e5c908805466721760f5",
"sha256:5a260758454580f11dd8743fa98319bb046037dfab4f7828008909d0aa5292bc",
"sha256:5aefb84a301327ad115e9d346c8e2760009131d9d4b4c6b213648d02e2abe144",
"sha256:5e6a5567078b3eaed93558842346c9d678e116ab0135e22eb72db8325e90b453",
"sha256:5ff525698de226c0ca743bfa71fc6b378cda2ddcf0d22d7c37b1cc925c9650a5",
"sha256:61edbca89aa3f5ef7ecac8c23d975fe7261c12665f1d90a6b1af527bba86ce61",
"sha256:659175b2144d199560d99a8d13b2228b85e6019b6e09e556209dfb8c37b78a11",
"sha256:6a9a19bea8495bb419dc5d38c4519567781cd8d571c72efc6aa959473d10221a",
"sha256:6b30bddd61d2a3261f025ad0f9ee2586988c6a00c780a2fb0a92cea2aa702c54",
"sha256:6ffd55b5aedc6f25fd8d9f905c9376ca44fcf768673ffb9d160dd6f409bfda73",
"sha256:702d8fc6f25bbf412ee706bd73019da5e44a8400861dfff7ff31eb5b4a1276dc",
"sha256:74bcab50a13960f2a610cdcd066e25f1fd59e23b69637c92ad470784a51b1347",
"sha256:75f591b2055523fc02a4bbe598aa867df9e953255f0b7f7715d2a36a9c30065c",
"sha256:763b64853b0a8f4f9cfb41a76a4a85a9bcda7fdda5cb057016e7706fde928e66",
"sha256:76c598ca73ec73a2f568e2a72ba46c3b6c8690ad9a07092b18e48ceb936e9f0c",
"sha256:78d680ef3e4d405f36f0d6d1ea54e740366f061645930072d39bca16a10d8c93",
"sha256:7b280948d00bd3973c1998f92e22aa3ecb76682e3a4255f33e1020bd32adf443",
"sha256:7db345956ecce0c99b97b042b4ca7326feeec6b75facd8390af73b18e2650ffc",
"sha256:7dbdce0c534bbf52274b94768b3498abdf675a691fec5f751b6057b3030f34c1",
"sha256:7ef6b5942e6bfc5706301a18a62300c60db9af7f6368042227ccb7eeb22d0892",
"sha256:7f5a3ffc731494f1a57bd91c47dc483a1e10048131ffb52d901bfe2beb6102e8",
"sha256:8a45b6514861916c429e6059a55cf7db74670eaed2052a648e3e4d04f070e001",
"sha256:8ad241da7fac963d7573cc67a064c57c58766b62a9a20c452ca1f21050868dfa",
"sha256:8b0886885f7323beea6f552c28bff62cbe0983b9fbb94126531693ea6c5ebb90",
"sha256:8ca88da1bd78990b536c4a7765f719803eb4f8f9971cc22d6ca965c10a7f2c4c",
"sha256:8e0caeff18b96ea90fc0eb6e3bdb2b10ab5b01a95128dfeccb64a7238decf5f0",
"sha256:957403a978e10fb3ca42572a23e6f7badff39aa1ce2f4ade68ee452dc6807692",
"sha256:9af69f6746120998cd9c355e9c3c6aec7dff70d47247188feb4f829502be8ab4",
"sha256:9c94f7cc91ab16b36ba5ce476f1904c91d6c92441f01cd61a8e2729442d6fcf5",
"sha256:a37d51fa9a00d265cf73f3de3930fa9c41548177ba4f0faf76e61d512c774690",
"sha256:a3a98921da9a1bf8457aeee6a551948a83601689e5ecdd736894ea9bbec77e83",
"sha256:a3c1ebd4ed8e76e886507c9eddb1a891673686c813adf889b864a17fafcf6d66",
"sha256:a5f9505efd574d1e5b4a76ac9dd92a12acb2b309551e9aa874c13c11caefbe4f",
"sha256:a8ff454ef0bb061e37df03557afda9d785c905dab15584860f982e88be73015f",
"sha256:a9d0b68ac1743964755ae2d89772c7e6fb0118acd4d0b7464eaf3921c6b49dd4",
"sha256:aa62a07ac93b7cb6b7d0389d8ef57ffc321d78f60c037b19dfa78d6b17c928ee",
"sha256:ac741bf78b9bb432e2d314439275235f41656e189856b11fb4e774d9f7246d81",
"sha256:ae1e96785696b543394a4e3f15f3f225d44f3c55dafe3f206493031419fedf95",
"sha256:b683e5fd7f74fb66e89a1ed16076dbab3f8e9f34c18b1979ded614fe10cdc4d9",
"sha256:b7a8b43ee64ca8f4befa2bea4083f7c52c92864d8518244bfa6e88c751fa8fff",
"sha256:b8e38472739028e5f2c3a4aded0ab7eadc447f0d84f310c7a8bb697ec417229e",
"sha256:bfff48c7bd23c6e2aec6454aaf6edc44444b229e94743b34bdcdda2e35126cf5",
"sha256:c14b63c9d7bab795d17392c7c1f9aaabbffd4cf4387725a0ac69109fb3b550c6",
"sha256:c27cc1e4b197092e50ddbf0118c788d9977f3f8f35bfbbd3e76c1846a3443df7",
"sha256:c28d3309ebd6d6b2cf82969b5179bed5fefe6142c70f354ece94324fa11bf6a1",
"sha256:c670f4773f2f6f1957ff8a3962c7dd12e4be54d05839b216cb7fd70b5a1df394",
"sha256:ce6910b56b700bea7be82c54ddf2e0ed792a577dfaa4a76b9af07d550af435c6",
"sha256:d0213671691e341f6849bf33cd9fad21f7b1cb88b89e024f33370733fec58742",
"sha256:d03fe67b2325cb3f09be029fd5da8df9e6974f0cde2c2ac6a79d2634e791dd57",
"sha256:d0e5af9a9effb88535a472e19169e09ce750c3d442fb222254a276d77808620b",
"sha256:d243b36fbf3d73c25e48014961e83c19c9cc92530516ce3c43050ea6276a2ab7",
"sha256:d26166acf62f731f50bdd885b04b38828436d74e8e362bfcb8df221d868b5d9b",
"sha256:d403d781b0e06d2922435ce3b8d2376579f0c217ae491e273bab8d092727d244",
"sha256:d8716f82502997b3d0895d1c64c3b834181b1eaca28f3f6336a71777e437c2af",
"sha256:e4f781ffedd17b0b834c8731b75cce2639d5a8afe961c1e58ee7f1f20b3af185",
"sha256:e613a98ead2005c4ce037c7b061f2409a1a4e45099edb0ef3200ee26ed2a69a8",
"sha256:ef4163770525257876f10e8ece1cf25b71468316f61451ded1a6f44273eedeb5"
],
"index": "pypi",
"version": "==2022.10.31"
},
"requests": {
"hashes": [
"sha256:64299f4909223da747622c030b781c0d7811e359c37124b4bd368fb8c6518baa",
"sha256:98b1b2782e3c6c4904938b84c0eb932721069dfdb9134313beff7c83c2df24bf"
],
"markers": "python_version >= '3.7' and python_version < '4'",
"version": "==2.28.2"
},
"six": {
"hashes": [
"sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
"sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
],
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
"version": "==1.16.0"
},
"smart-open": {
"hashes": [
"sha256:b4c9ae193ad6d3e7add50944b86afa0d150bd821ab8ec21edb26d9a06b66f6a8",
"sha256:d5238825fe9a9340645fac3d75b287c08fbb99fb2b422477de781c9f5f09e019"
],
"markers": "python_version >= '3.6' and python_version < '4'",
"version": "==6.3.0"
},
"spacy": {
"hashes": [
"sha256:07a10999a3e37f896758a92c2eed263638bcbf2747dc3a4aeea929aaa20ea28c",
"sha256:0bb7d53f1a780bb8cc1b27a81e02e8b9bc71abb959f4dc13c21af4041fdd2c7a",
"sha256:10643c6d335a02805f6676738a3e992323cfd9438115cc253435e5053dc93824",
"sha256:15e5c41d408d1d30d8f3dd8e4eed9ed28e6174e011b8d61c1345981562e2e8f5",
"sha256:1b7791a6c0592615b0566001596cc48c72325d1b97e46e574c91bff34f4e3f4c",
"sha256:1f4736fea2630e696422dfe38bfb3d0a7864bc6a9072d6e49a906af46870e36e",
"sha256:29d6bb428a6bb19e026d8bbb9d4385c25b21e1ce51fcaabadfb5599b2390a79c",
"sha256:2f1edbecfde9c11b17e87768bb5f2c33948fb1e3bf54b2197031ff9053607277",
"sha256:31e9a637960b60c1bb7a36a187271425717e97c14e9d1df613dc4efeffefcbec",
"sha256:486228cfa7ced18ec99008388028bd2329262ab8108e7c19252c1a67b2801909",
"sha256:498bf01e8c7ab601c3f8d6c51497817b40a3322a3967c032536b18ce9ea26d0a",
"sha256:4ade19c1e676cac2546f268db22bc5eba08d12beafabe80f1b9f06028b3a0b52",
"sha256:66eaf4764e95699934cbd8f38717b283db185c896cfd3d1fb1ad5c6552e8b3c9",
"sha256:71f9449ffadef85b048c9735ee235da5dca9d0a87038dba6d4ed20c5188e0f13",
"sha256:8979dbd3594c5c268cedad53f456a3ec3a0a2b78a1199788aacedcd68eef3a00",
"sha256:8a495b0fc00910fb5c1fbe64fdbfe1d3c11b09f421d1ae4e30cdb4c2388a91e4",
"sha256:95f880c6fea57d51c448ad84f96d79d8758e5e18bdbaaee060c15af11641079b",
"sha256:9ccbede9be470c5d795168bf3be41fc86e18892a9247a742b394ba866c005391",
"sha256:a21187ad4c44e166dc3deed23992ea1a74d731c9a6bdd9fca306d455181577fa",
"sha256:aa027e69ef9fe42c8b02b940872e5bde0ce1bf66b6bf488c6493e3ce660c4b3a",
"sha256:bcb7a213178c298b95532075d6dddfb374bbe56ef8d2687212763b4583048da2",
"sha256:c1a5ce5c9b19cdfb4469079e710e72bb09c3cab855f21ef6a614b84c765e0311",
"sha256:ddeb5d725b6fa9c9009b1ff645db8f5caab9ed8956ee3a84b8379951caad1d36",
"sha256:e500cf2cb5f1849461a7928fa269703756069bdfb71559065240af6d0208b08c",
"sha256:e6d98511dc8a88d3a96bcae13971a284459362076738c85053d1a3791f6cde92",
"sha256:e782c8a7c4805cc1b34ed2b11f72a5cf2b9851e20f7afe3e97caf206f19f761b",
"sha256:f2cad9c5543f03b3375c252e4dd45670ee8ed99c925dca15eadab5084fd1b033",
"sha256:f7044dca3542579ea1e3ac6cdd821640c2f65dd0c56230688f36e15aca1b8217"
],
"index": "pypi",
"version": "==3.4.4"
},
"spacy-legacy": {
"hashes": [
"sha256:7b2a72bfe8e135c5885ecf22db946daa352c7a24639aaeda10a76d4c1c66196f",
"sha256:bfaef03c377c323a3089b1885518e0dad489597b07a80af2499750b24fdbf54b"
],
"markers": "python_version >= '3.6'",
"version": "==3.0.11"
},
"spacy-loggers": {
"hashes": [
"sha256:e050bf2e63208b2f096b777e494971c962ad7c1dc997641c8f95c622550044ae",
"sha256:e6f983bf71230091d5bb7b11bf64bd54415eca839108d5f83d9155d0ba93bf28"
],
"markers": "python_version >= '3.6'",
"version": "==1.0.4"
},
"srsly": {
"hashes": [
"sha256:04d0b4cd91e098cdac12d2c28e256b1181ba98bcd00e460b8e42dee3e8542804",
"sha256:0f9abb7857f9363f1ac52123db94dfe1c4af8959a39d698eff791d17e45e00b6",
"sha256:1434759effec2ee266a24acd9b53793a81cac01fc1e6321c623195eda1b9c7df",
"sha256:1a41e5b10902c885cabe326ba86d549d7011e38534c45bed158ecb8abd4b44ce",
"sha256:1c4291ee125796fb05e778e9ca8f9a829e8c314b757826f2e1d533e424a93531",
"sha256:2d3b0d32be2267fb489da172d71399ac59f763189b47dbe68eedb0817afaa6dc",
"sha256:5e7b0cd9853b0d9e00ad23d26199c1e44d8fd74096cbbbabc92447a915bcfd78",
"sha256:6d83bea1f774b54d9313a374a95f11a776d37bcedcda93c526bf7f1cb5f26428",
"sha256:764906e9f4c2ac5f748c49d95c8bf79648404ebc548864f9cb1fa0707942d830",
"sha256:874010587a807264963de9a1c91668c43cee9ed2f683f5406bdf5a34dfe12cca",
"sha256:8c26c5c0e07ea7bb7b8b8735e1b2261fea308c2c883b99211d11747162c6d897",
"sha256:8f258ee69aefb053258ac2e4f4b9d597e622b79f78874534430e864cef0be199",
"sha256:8fed31ef8acbb5fead2152824ef39e12d749fcd254968689ba5991dd257b63b4",
"sha256:90359cc3c5601afd45ec12c52bde1cf1ccbe0dc7d4244fd1f8d0c9e100c71707",
"sha256:95afe9625badaf5ce326e37b21362423d7e8578a5ec9c85b15c3fca93205a883",
"sha256:9a95c682de8c6e6145199f10a7c597647ff7d398fb28874f845ba7d34a86a033",
"sha256:a2075124d4872e754af966e76f3258cd526eeac84f0995ee8cd561fd4cf1b68e",
"sha256:a49c089541a9a0a27ccb841a596350b7ee1d6adfc7ebd28eddedfd34dc9f12c5",
"sha256:ace951c3088204bd66f30326f93ab6e615ce1562a461a8a464759d99fa9c2a02",
"sha256:afa4e1fe143275339d1c4a74e46d4c75168eed8b200f44f2ea023d45ff089a2f",
"sha256:b5a96f0ae15b651fa3fd87421bd93e61c6dc46c0831cbe275c9b790d253126b5",
"sha256:c842258967baa527cea9367986e42b8143a1a890e7d4a18d25a36edc3c7a33c7",
"sha256:cae5d48a0bda55a3728f49976ea0b652f508dbc5ac3e849f41b64a5753ec7f0a",
"sha256:db6bc02bd1e3372a3636e47b22098107c9df2cf12d220321b51c586ba17904b3",
"sha256:e0043eff95be45acb5ce09cebb80ebdb9f2b6856aa3a15979e6fe3cc9a486753",
"sha256:f48d40c3b3d20e38410e7a95fa5b4050c035f467b0793aaf67188b1edad37fe3",
"sha256:f74c64934423bcc2d3508cf3a079c7034e5cde988255dc57c7a09794c78f0610",
"sha256:facab907801fbcb0e54b3532e04bc6a0709184d68004ef3a129e8c7e3ca63d82"
],
"markers": "python_version >= '3.6'",
"version": "==2.4.5"
},
"srt": {
"hashes": [
"sha256:7aa4ad5ce4126d3f53b3e7bc4edaa86653d0378bf1c0b1ab8c59f5ab41384450"
],
"markers": "python_version >= '2.7'",
"version": "==3.5.2"
},
"stack-data": {
"hashes": [
"sha256:32d2dd0376772d01b6cb9fc996f3c8b57a357089dec328ed4b6553d037eaf815",
"sha256:cbb2a53eb64e5785878201a97ed7c7b94883f48b87bfb0bbe8b623c74679e4a8"
],
"version": "==0.6.2"
},
"thinc": {
"hashes": [
"sha256:0f08f6d1fc50e28bf18814ca2b1c807cd4d59a930d713459a675e086c4779af9",
"sha256:15bea9d7d091e985f3b9217cffe1c2be5b6f014af3280ad7500d9cb1fabe7c64",
"sha256:169090801bba4fc34f95ed3124b7ef30693e945d86845e709909c86c5897d240",
"sha256:1b51e8f0fb7ae12203eaaceb7b15851305f6f9e40f1ee7ef58b083f37d046b81",
"sha256:1f24fb3fd6be95adfa58d3c9e87ecdc1bca1c4759d5e02090eda1f56d762a974",
"sha256:1fc6de86770c202fdc247761533beb2a33d6d10eb6be60da5c752b8b41ebe9b2",
"sha256:32a16f7527c71e4ba43b2b5be01c7b2675886ff83a80eaf5aae0f5b44ba1fa02",
"sha256:3a5ff752edefcbf16015717e6b590ee9b30a4047d322f2520b30cc4bf14b12ef",
"sha256:5af1c59591b9aabf9fc43fbbfe11ed6d5a37c2fd4899429867b7c50fc346fabd",
"sha256:5b9a61b5e0c3b331c4a2b26f779d531783097c784ef3a73f7a26fd07858efce7",
"sha256:618a7942edc35d6a5ee79012c3d8f3aadbd466760ea94bc7529239b15c5c4a22",
"sha256:6a852ddca36426ca8d9d9ef08806e75b16bf9542c2a74d9b2ef7dad083f3e78b",
"sha256:6e6ffdb5459d8c9928a816fff22c5dcdefdf3dfbc3d28a7a4bdd8bf06374cee4",
"sha256:7b4c419f75830a57e38b0a72dae0421e23ecec7b7a49ea898cb50d79df91a261",
"sha256:836916a3ea6c9f9c912d5e0935a2ce9a55791da7206c46ea6450983e96c85da7",
"sha256:8cb8d2b9a6ee900f6606ed746408b6bf4f810ded1b9ec22e4f2b9f20965a9335",
"sha256:8de6e75b135e6bf82c548530cd10805f2f814c80d68b64df3efc69820aa9b24d",
"sha256:928557f8f2401d9c38a14094dd2cd0633268ffc2a322fc33479d1a1166a6fd65",
"sha256:9be1c9b88dad0a94feaa5751d69f51fcef4f73fa47efd0f9038530ca9ebc9c41",
"sha256:a160e386db994ab81a7094cf60b4c82bf697dabdccfca17a92251f4a8590c719",
"sha256:a30427fbfff4e1e4233baa6da24d7a4c2eebef9c0743987ae10723ad95001caf",
"sha256:c6fa8e566e606e65f7424ac065549ac1fb5610e6da4bfb361d2dad8441995e29",
"sha256:c82514d36e05457d5f53dbc31c0e350b84bacb9894bc6793c0da83a8b6f6e6bb",
"sha256:d38c6c46f3ce34c48fc8abe8c25cdf8d9eabd5256d88dc7d77d5fcb60e8a41b6",
"sha256:d9d8a2419c938a4efe3d66b70526a41d406f0dfa24cad7103edce759e852ca9e",
"sha256:ec6837ed6d842773026f0f0775f88f1ff1c8ad84db7175bea37f5c54f5566244",
"sha256:ede3ba100e7bdc95ffd886b5795629c5a1ed58ddd339e37040c1d37e5cef4d0c",
"sha256:f4d3e8ab37b8a6e2ba94b30e15c5cf24c3f0a34ac31505164a0b5f87ef434292"
],
"markers": "python_version >= '3.6'",
"version": "==8.1.7"
},
"tokenizers": {
"hashes": [
"sha256:0901a5c6538d2d2dc752c6b4bde7dab170fddce559ec75662cfad03b3187c8f6",
"sha256:0b4cb2c60c094f31ea652f6cf9f349aae815f9243b860610c29a69ed0d7a88f8",
"sha256:16756e6ab264b162f99c0c0a8d3d521328f428b33374c5ee161c0ebec42bf3c0",
"sha256:238e879d1a0f4fddc2ce5b2d00f219125df08f8532e5f1f2ba9ad42f02b7da59",
"sha256:3606528c07cda0566cff6cbfbda2b167f923661be595feac95701ffcdcbdbb21",
"sha256:3ba9baa76b5a3eefa78b6cc351315a216232fd727ee5e3ce0f7c6885d9fb531b",
"sha256:41291d0160946084cbd53c8ec3d029df3dc2af2673d46b25ff1a7f31a9d55d51",
"sha256:47ef745dbf9f49281e900e9e72915356d69de3a4e4d8a475bda26bfdb5047736",
"sha256:486d637b413fddada845a10a45c74825d73d3725da42ccd8796ccd7a1c07a024",
"sha256:4d3bc9f7d7f4c1aa84bb6b8d642a60272c8a2c987669e9bb0ac26daf0c6a9fc8",
"sha256:61507a9953f6e7dc3c972cbc57ba94c80c8f7f686fbc0876afe70ea2b8cc8b04",
"sha256:66c892d85385b202893ac6bc47b13390909e205280e5df89a41086cfec76fedb",
"sha256:6969e5ea7ccb909ce7d6d4dfd009115dc72799b0362a2ea353267168667408c4",
"sha256:7892325f9ca1cc5fca0333d5bfd96a19044ce9b092ce2df625652109a3de16b8",
"sha256:79189e7f706c74dbc6b753450757af172240916d6a12ed4526af5cc6d3ceca26",
"sha256:80a57501b61ec4f94fb7ce109e2b4a1a090352618efde87253b4ede6d458b605",
"sha256:92f040c4d938ea64683526b45dfc81c580e3b35aaebe847e7eec374961231734",
"sha256:93714958d4ebe5362d3de7a6bd73dc86c36b5af5941ebef6c325ac900fa58865",
"sha256:96cedf83864bcc15a3ffd088a6f81a8a8f55b8b188eabd7a7f2a4469477036df",
"sha256:9eee037bb5aa14daeb56b4c39956164b2bebbe6ab4ca7779d88aa16b79bd4e17",
"sha256:a51b93932daba12ed07060935978a6779593a59709deab04a0d10e6fd5c29e60",
"sha256:a537061ee18ba104b7f3daa735060c39db3a22c8a9595845c55b6c01d36c5e87",
"sha256:a689654fc745135cce4eea3b15e29c372c3e0b01717c6978b563de5c38af9811",
"sha256:a6f36b1b499233bb4443b5e57e20630c5e02fba61109632f5e00dab970440157",
"sha256:a739d4d973d422e1073989769723f3b6ad8b11e59e635a63de99aea4b2208188",
"sha256:b10db6e4b036c78212c6763cb56411566edcf2668c910baa1939afd50095ce48",
"sha256:b3e306b0941ad35087ae7083919a5c410a6b672be0343609d79a1171a364ce79",
"sha256:b47d6212e7dd05784d7330b3b1e5a170809fa30e2b333ca5c93fba1463dec2b7",
"sha256:bc6983282ee74d638a4b6d149e5dadd8bc7ff1d0d6de663d69f099e0c6bddbeb",
"sha256:c09f4fa620e879debdd1ec299bb81e3c961fd8f64f0e460e64df0818d29d845c",
"sha256:c82fb87b1cbfa984d8f05b2b3c3c73e428b216c1d4f0e286d0a3b27f521b32eb",
"sha256:cac01fc0b868e4d0a3aa7c5c53396da0a0a63136e81475d32fcf5c348fcb2866",
"sha256:ce298605a833ac7f81b8062d3102a42dcd9fa890493e8f756112c346339fe5c5",
"sha256:d1b079c4c9332048fec4cb9c2055c2373c74fbb336716a5524c9a720206d787e",
"sha256:da521bfa94df6a08a6254bb8214ea04854bb9044d61063ae2529361688b5440a",
"sha256:eda77de40a0262690c666134baf19ec5c4f5b8bde213055911d9f5a718c506e1",
"sha256:efbf189fb9cf29bd29e98c0437bdb9809f9de686a1e6c10e0b954410e9ca2142",
"sha256:f44d59bafe3d61e8a56b9e0a963075187c0f0091023120b13fbe37a87936f171",
"sha256:f9525375582fd1912ac3caa2f727d36c86ff8c0c6de45ae1aaff90f87f33b907",
"sha256:fa7ef7ee380b1f49211bbcfac8a006b1a3fa2fa4c7f4ee134ae384eb4ea5e453"
],
"version": "==0.13.2"
},
"torch": {
"hashes": [
"sha256:0122806b111b949d21fa1a5f9764d1fd2fcc4a47cb7f8ff914204fd4fc752ed5",
"sha256:0aa46f0ac95050c604bcf9ef71da9f1172e5037fdf2ebe051962d47b123848e7",
"sha256:0d9b8061048cfb78e675b9d2ea8503bfe30db43d583599ae8626b1263a0c1380",
"sha256:22128502fd8f5b25ac1cd849ecb64a418382ae81dd4ce2b5cebaa09ab15b0d9b",
"sha256:2c3581a3fd81eb1f0f22997cddffea569fea53bafa372b2c0471db373b26aafc",
"sha256:2ee7b81e9c457252bddd7d3da66fb1f619a5d12c24d7074de91c4ddafb832c93",
"sha256:33e67eea526e0bbb9151263e65417a9ef2d8fa53cbe628e87310060c9dcfa312",
"sha256:393a6273c832e047581063fb74335ff50b4c566217019cc6ace318cd79eb0566",
"sha256:50ff5e76d70074f6653d191fe4f6a42fdbe0cf942fbe2a3af0b75eaa414ac038",
"sha256:5e1e722a41f52a3f26f0c4fcec227e02c6c42f7c094f32e49d4beef7d1e213ea",
"sha256:6930791efa8757cb6974af73d4996b6b50c592882a324b8fb0589c6a9ba2ddaf",
"sha256:727dbf00e2cf858052364c0e2a496684b9cb5aa01dc8a8bc8bbb7c54502bdcdd",
"sha256:76024be052b659ac1304ab8475ab03ea0a12124c3e7626282c9c86798ac7bc11",
"sha256:98124598cdff4c287dbf50f53fb455f0c1e3a88022b39648102957f3445e9b76",
"sha256:d9fe785d375f2e26a5d5eba5de91f89e6a3be5d11efb497e76705fdf93fa3c2e",
"sha256:df8434b0695e9ceb8cc70650afc1310d8ba949e6db2a0525ddd9c3b2b181e5fe",
"sha256:e0df902a7c7dd6c795698532ee5970ce898672625635d885eade9976e5a04949",
"sha256:ea8dda84d796094eb8709df0fcd6b56dc20b58fdd6bc4e8d7109930dafc8e419",
"sha256:eeeb204d30fd40af6a2d80879b46a7efbe3cf43cdbeb8838dd4f3d126cc90b2b",
"sha256:f402ca80b66e9fbd661ed4287d7553f7f3899d9ab54bf5c67faada1555abde28",
"sha256:fd12043868a34a8da7d490bf6db66991108b00ffbeecb034228bfcbbd4197143"
],
"index": "pypi",
"version": "==1.13.1"
},
"tornado": {
"hashes": [
"sha256:1d54d13ab8414ed44de07efecb97d4ef7c39f7438cf5e976ccd356bebb1b5fca",
"sha256:20f638fd8cc85f3cbae3c732326e96addff0a15e22d80f049e00121651e82e72",
"sha256:5c87076709343557ef8032934ce5f637dbb552efa7b21d08e89ae7619ed0eb23",
"sha256:5f8c52d219d4995388119af7ccaa0bcec289535747620116a58d830e7c25d8a8",
"sha256:6fdfabffd8dfcb6cf887428849d30cf19a3ea34c2c248461e1f7d718ad30b66b",
"sha256:87dcafae3e884462f90c90ecc200defe5e580a7fbbb4365eda7c7c1eb809ebc9",
"sha256:9b630419bde84ec666bfd7ea0a4cb2a8a651c2d5cccdbdd1972a0c859dfc3c13",
"sha256:b8150f721c101abdef99073bf66d3903e292d851bee51910839831caba341a75",
"sha256:ba09ef14ca9893954244fd872798b4ccb2367c165946ce2dd7376aebdde8e3ac",
"sha256:d3a2f5999215a3a06a4fc218026cd84c61b8b2b40ac5296a6db1f1451ef04c1e",
"sha256:e5f923aa6a47e133d1cf87d60700889d7eae68988704e20c75fb2d65677a8e4b"
],
"markers": "python_version >= '3.7'",
"version": "==6.2"
},
"tqdm": {
"hashes": [
"sha256:5f4f682a004951c1b450bc753c710e9280c5746ce6ffedee253ddbcbf54cf1e4",
"sha256:6fee160d6ffcd1b1c68c65f14c829c22832bc401726335ce92c52d395944a6a1"
],
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
"version": "==4.64.1"
},
"traitlets": {
"hashes": [
"sha256:32500888f5ff7bbf3b9267ea31748fa657aaf34d56d85e60f91dda7dc7f5785b",
"sha256:a1ca5df6414f8b5760f7c5f256e326ee21b581742114545b462b35ffe3f04861"
],
"markers": "python_version >= '3.7'",
"version": "==5.8.1"
},
"transformers": {
"hashes": [
"sha256:60f1be15e17e4a54373c787c713ec149dabcc63464131ac45611618fe7c2016e",
"sha256:6dad398b792d45dc04e9ee7e9e06bf758ab19dca2efc119065e661bb0f8f843b"
],
"index": "pypi",
"version": "==4.25.1"
},
"typer": {
"hashes": [
"sha256:b5e704f4e48ec263de1c0b3a2387cd405a13767d2f907f44c1a08cbad96f606d",
"sha256:ff797846578a9f2a201b53442aedeb543319466870fbe1c701eab66dd7681165"
],
"markers": "python_version >= '3.6'",
"version": "==0.7.0"
},
"typing-extensions": {
"hashes": [
"sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa",
"sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"
],
"markers": "python_version >= '3.7'",
"version": "==4.4.0"
},
"urllib3": {
"hashes": [
"sha256:076907bf8fd355cde77728471316625a4d2f7e713c125f51953bb5b3eecf4f72",
"sha256:75edcdc2f7d85b137124a6c3c9fc3933cdeaa12ecb9a6a959f22797a0feca7e1"
],
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
"version": "==1.26.14"
},
"vosk": {
"hashes": [
"sha256:25e025093c4399d7278f543568ed8cc5460ac3a4bf48c23673ace1e25d26619f",
"sha256:4221f83287eefe5abbe54fc6f1da5774e9e3ffcbbdca1705a466b341093b072e",
"sha256:54efb47dd890e544e9e20f0316413acec7f8680d04ec095c6140ab4e70262704",
"sha256:6994ddc68556c7e5730c3b6f6bad13320e3519b13ce3ed2aa25a86724e7c10ac"
],
"index": "pypi",
"version": "==0.3.45"
},
"wasabi": {
"hashes": [
"sha256:c8e372781be19272942382b14d99314d175518d7822057cb7a97010c4259d249",
"sha256:fe862cc24034fbc9f04717cd312ab884f71f51a8ecabebc3449b751c2a649d83"
],
"version": "==0.10.1"
},
"wcwidth": {
"hashes": [
"sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e",
"sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"
],
"version": "==0.2.6"
},
"websockets": {
"hashes": [
"sha256:00213676a2e46b6ebf6045bc11d0f529d9120baa6f58d122b4021ad92adabd41",
"sha256:00c870522cdb69cd625b93f002961ffb0c095394f06ba8c48f17eef7c1541f96",
"sha256:0154f7691e4fe6c2b2bc275b5701e8b158dae92a1ab229e2b940efe11905dff4",
"sha256:05a7233089f8bd355e8cbe127c2e8ca0b4ea55467861906b80d2ebc7db4d6b72",
"sha256:09a1814bb15eff7069e51fed0826df0bc0702652b5cb8f87697d469d79c23576",
"sha256:0cff816f51fb33c26d6e2b16b5c7d48eaa31dae5488ace6aae468b361f422b63",
"sha256:185929b4808b36a79c65b7865783b87b6841e852ef5407a2fb0c03381092fa3b",
"sha256:2fc8709c00704194213d45e455adc106ff9e87658297f72d544220e32029cd3d",
"sha256:33d69ca7612f0ddff3316b0c7b33ca180d464ecac2d115805c044bf0a3b0d032",
"sha256:389f8dbb5c489e305fb113ca1b6bdcdaa130923f77485db5b189de343a179393",
"sha256:38ea7b82bfcae927eeffc55d2ffa31665dc7fec7b8dc654506b8e5a518eb4d50",
"sha256:3d3cac3e32b2c8414f4f87c1b2ab686fa6284a980ba283617404377cd448f631",
"sha256:40e826de3085721dabc7cf9bfd41682dadc02286d8cf149b3ad05bff89311e4f",
"sha256:4239b6027e3d66a89446908ff3027d2737afc1a375f8fd3eea630a4842ec9a0c",
"sha256:45ec8e75b7dbc9539cbfafa570742fe4f676eb8b0d3694b67dabe2f2ceed8aa6",
"sha256:47a2964021f2110116cc1125b3e6d87ab5ad16dea161949e7244ec583b905bb4",
"sha256:48c08473563323f9c9debac781ecf66f94ad5a3680a38fe84dee5388cf5acaf6",
"sha256:4c6d2264f485f0b53adf22697ac11e261ce84805c232ed5dbe6b1bcb84b00ff0",
"sha256:4f72e5cd0f18f262f5da20efa9e241699e0cf3a766317a17392550c9ad7b37d8",
"sha256:56029457f219ade1f2fc12a6504ea61e14ee227a815531f9738e41203a429112",
"sha256:5c1289596042fad2cdceb05e1ebf7aadf9995c928e0da2b7a4e99494953b1b94",
"sha256:62e627f6b6d4aed919a2052efc408da7a545c606268d5ab5bfab4432734b82b4",
"sha256:74de2b894b47f1d21cbd0b37a5e2b2392ad95d17ae983e64727e18eb281fe7cb",
"sha256:7c584f366f46ba667cfa66020344886cf47088e79c9b9d39c84ce9ea98aaa331",
"sha256:7d27a7e34c313b3a7f91adcd05134315002aaf8540d7b4f90336beafaea6217c",
"sha256:7d3f0b61c45c3fa9a349cf484962c559a8a1d80dae6977276df8fd1fa5e3cb8c",
"sha256:82ff5e1cae4e855147fd57a2863376ed7454134c2bf49ec604dfe71e446e2193",
"sha256:84bc2a7d075f32f6ed98652db3a680a17a4edb21ca7f80fe42e38753a58ee02b",
"sha256:884be66c76a444c59f801ac13f40c76f176f1bfa815ef5b8ed44321e74f1600b",
"sha256:8a5cc00546e0a701da4639aa0bbcb0ae2bb678c87f46da01ac2d789e1f2d2038",
"sha256:8dc96f64ae43dde92530775e9cb169979f414dcf5cff670455d81a6823b42089",
"sha256:8f38706e0b15d3c20ef6259fd4bc1700cd133b06c3c1bb108ffe3f8947be15fa",
"sha256:90fcf8929836d4a0e964d799a58823547df5a5e9afa83081761630553be731f9",
"sha256:931c039af54fc195fe6ad536fde4b0de04da9d5916e78e55405436348cfb0e56",
"sha256:932af322458da7e4e35df32f050389e13d3d96b09d274b22a7aa1808f292fee4",
"sha256:942de28af58f352a6f588bc72490ae0f4ccd6dfc2bd3de5945b882a078e4e179",
"sha256:9bc42e8402dc5e9905fb8b9649f57efcb2056693b7e88faa8fb029256ba9c68c",
"sha256:a7a240d7a74bf8d5cb3bfe6be7f21697a28ec4b1a437607bae08ac7acf5b4882",
"sha256:a9f9a735deaf9a0cadc2d8c50d1a5bcdbae8b6e539c6e08237bc4082d7c13f28",
"sha256:ae5e95cfb53ab1da62185e23b3130e11d64431179debac6dc3c6acf08760e9b1",
"sha256:b029fb2032ae4724d8ae8d4f6b363f2cc39e4c7b12454df8df7f0f563ed3e61a",
"sha256:b0d15c968ea7a65211e084f523151dbf8ae44634de03c801b8bd070b74e85033",
"sha256:b343f521b047493dc4022dd338fc6db9d9282658862756b4f6fd0e996c1380e1",
"sha256:b627c266f295de9dea86bd1112ed3d5fafb69a348af30a2422e16590a8ecba13",
"sha256:b9968694c5f467bf67ef97ae7ad4d56d14be2751000c1207d31bf3bb8860bae8",
"sha256:ba089c499e1f4155d2a3c2a05d2878a3428cf321c848f2b5a45ce55f0d7d310c",
"sha256:bbccd847aa0c3a69b5f691a84d2341a4f8a629c6922558f2a70611305f902d74",
"sha256:bc0b82d728fe21a0d03e65f81980abbbcb13b5387f733a1a870672c5be26edab",
"sha256:c57e4c1349fbe0e446c9fa7b19ed2f8a4417233b6984277cce392819123142d3",
"sha256:c94ae4faf2d09f7c81847c63843f84fe47bf6253c9d60b20f25edfd30fb12588",
"sha256:c9b27d6c1c6cd53dc93614967e9ce00ae7f864a2d9f99fe5ed86706e1ecbf485",
"sha256:d210abe51b5da0ffdbf7b43eed0cfdff8a55a1ab17abbec4301c9ff077dd0342",
"sha256:d58804e996d7d2307173d56c297cf7bc132c52df27a3efaac5e8d43e36c21c48",
"sha256:d6a4162139374a49eb18ef5b2f4da1dd95c994588f5033d64e0bbfda4b6b6fcf",
"sha256:da39dd03d130162deb63da51f6e66ed73032ae62e74aaccc4236e30edccddbb0",
"sha256:db3c336f9eda2532ec0fd8ea49fef7a8df8f6c804cdf4f39e5c5c0d4a4ad9a7a",
"sha256:dd500e0a5e11969cdd3320935ca2ff1e936f2358f9c2e61f100a1660933320ea",
"sha256:dd9becd5fe29773d140d68d607d66a38f60e31b86df75332703757ee645b6faf",
"sha256:e0cb5cc6ece6ffa75baccfd5c02cffe776f3f5c8bf486811f9d3ea3453676ce8",
"sha256:e23173580d740bf8822fd0379e4bf30aa1d5a92a4f252d34e893070c081050df",
"sha256:e3a686ecb4aa0d64ae60c9c9f1a7d5d46cab9bfb5d91a2d303d00e2cd4c4c5cc",
"sha256:e789376b52c295c4946403bd0efecf27ab98f05319df4583d3c48e43c7342c2f",
"sha256:edc344de4dac1d89300a053ac973299e82d3db56330f3494905643bb68801269",
"sha256:eef610b23933c54d5d921c92578ae5f89813438fded840c2e9809d378dc765d3",
"sha256:f2c38d588887a609191d30e902df2a32711f708abfd85d318ca9b367258cfd0c",
"sha256:f55b5905705725af31ccef50e55391621532cd64fbf0bc6f4bac935f0fccec46",
"sha256:f5fc088b7a32f244c519a048c170f14cf2251b849ef0e20cbbb0fdf0fdaf556f",
"sha256:fe10ddc59b304cb19a1bdf5bd0a7719cbbc9fbdd57ac80ed436b709fcf889106",
"sha256:ff64a1d38d156d429404aaa84b27305e957fd10c30e5880d1765c9480bea490f"
],
"markers": "python_version >= '3.7'",
"version": "==10.4"
},
"widgetsnbextension": {
"hashes": [
"sha256:003f716d930d385be3fd9de42dd9bf008e30053f73bddde235d14fbeaeff19af",
"sha256:eaaaf434fb9b08bd197b2a14ffe45ddb5ac3897593d43c69287091e5f3147bf7"
],
"markers": "python_version >= '3.7'",
"version": "==4.0.5"
}
},
"develop": {}
}
voice_analyzer/Voice_recognizer/ReadMe.md deleted 100644 → 0
View file @ b698b996
Pretrained models:
English : https://alphacephei.com/vosk/models/vosk-model-en-us-0.22.zip or https://alphacephei.com/vosk/models/vosk-model-small-en-us-0.15.zip
Punctuation : https://alphacephei.com/vosk/models/vosk-recasepunc-en-0.22.zip
voice_analyzer/Voice_recognizer/main.py deleted 100644 → 0
View file @ b698b996
from vosk import Model, KaldiRecognizer
from pydub import AudioSegment
from transformers import pipeline
import json
import subprocess
import spacy
from spacy.lang.en.stop_words import STOP_WORDS
from string import punctuation
from heapq import nlargest
FRAME_RATE = 16000
CHANNELS=1
def voice_recognition(filename):
model = Model(model_name="vosk-model-en-us-0.22")
rec = KaldiRecognizer(model, FRAME_RATE)
rec.SetWords(True)
mp3 = AudioSegment.from_mp3(filename)
mp3 = mp3.set_channels(CHANNELS)
mp3 = mp3.set_frame_rate(FRAME_RATE)
step = 45000
transcript = ""
for i in range(0, len(mp3), step):
print(f"Progress: {i/len(mp3)}")
segment = mp3[i:i+step]
rec.AcceptWaveform(segment.raw_data)
result = rec.Result()
text = json.loads(result)["text"]
transcript += text
cased = subprocess.check_output('python recasepunc/recasepunc.py predict recasepunc/checkpoint', shell=True, text=True, input=transcript)
return cased
def summarize(text, per):
nlp = spacy.load('en_core_web_sm')
doc= nlp(text)
tokens=[token.text for token in doc]
word_frequencies={}
for word in doc:
if word.text.lower() not in list(STOP_WORDS):
if word.text.lower() not in punctuation:
if word.text not in word_frequencies.keys():
word_frequencies[word.text] = 1
else:
word_frequencies[word.text] += 1
max_frequency=max(word_frequencies.values())
for word in word_frequencies.keys():
word_frequencies[word]=word_frequencies[word]/max_frequency
sentence_tokens= [sent for sent in doc.sents]
sentence_scores = {}
for sent in sentence_tokens:
for word in sent:
if word.text.lower() in word_frequencies.keys():
if sent not in sentence_scores.keys():
sentence_scores[sent]=word_frequencies[word.text.lower()]
else:
sentence_scores[sent]+=word_frequencies[word.text.lower()]
select_length=int(len(sentence_tokens)*per)
summary=nlargest(select_length, sentence_scores,key=sentence_scores.get)
final_summary=[word.text for word in summary]
summary=''.join(final_summary)
return summary
transcript = voice_recognition("sample_voice.mp3")
summary = summarize(transcript, 0.05)
print(summary)
\ No newline at end of file
voice_analyzer/Voice_recognizer/requirements.txt deleted 100644 → 0
View file @ b698b996
Binary files a/voice_analyzer/Voice_recognizer/requirements.txt and /dev/null differ
Markdown is supported
0% or
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment