id int64 0 190k | prompt stringlengths 21 13.4M | docstring stringlengths 1 12k ⌀ |
|---|---|---|
180,710 | from app import config
from typing import Optional, List, Tuple
import dns.resolver
def _get_dns_resolver():
my_resolver = dns.resolver.Resolver()
my_resolver.nameservers = config.NAMESERVERS
return my_resolver
The provided code snippet includes necessary dependencies for implementing the `get_cname_record... | Return the CNAME record if exists for a domain, WITHOUT the trailing period at the end |
180,711 | import os
from io import BytesIO
from typing import Optional
import boto3
import requests
from app import config
from app.log import LOG
def _get_s3client():
def download_email(path: str) -> Optional[str]:
if config.LOCAL_FILE_UPLOAD:
file_path = os.path.join(config.UPLOAD_DIR, path)
with open(file... | null |
180,712 | import os
from io import BytesIO
from typing import Optional
import boto3
import requests
from app import config
from app.log import LOG
def _get_s3client():
global _s3_client
if _s3_client is None:
args = {
"aws_access_key_id": config.AWS_ACCESS_KEY_ID,
"aws_secret_access_key": ... | null |
180,713 | from flask import render_template
from flask_login import login_required
from app.discover.base import discover_bp
from app.models import Client
class Client(Base, ModelMixin):
__tablename__ = "client"
oauth_client_id = sa.Column(sa.String(128), unique=True, nullable=False)
oauth_client_secret = sa.Column(... | null |
180,714 | from abc import ABC, abstractmethod
from dataclasses import dataclass
from enum import Enum
from typing import Optional
from arrow import Arrow
from newrelic import agent
from sqlalchemy import or_
from app.db import Session
from app.email_utils import send_welcome_email
from app.utils import sanitize_email, canonicali... | null |
180,715 | from abc import ABC, abstractmethod
from dataclasses import dataclass
from enum import Enum
from typing import Optional
from arrow import Arrow
from newrelic import agent
from sqlalchemy import or_
from app.db import Session
from app.email_utils import send_welcome_email
from app.utils import sanitize_email, canonicali... | null |
180,716 | from abc import ABC, abstractmethod
from dataclasses import dataclass
from enum import Enum
from typing import Optional
from arrow import Arrow
from newrelic import agent
from sqlalchemy import or_
from app.db import Session
from app.email_utils import send_welcome_email
from app.utils import sanitize_email, canonicali... | null |
180,717 | from typing import Dict
from urllib.parse import urlparse
from flask import request, render_template, redirect, flash, url_for
from flask_login import current_user
from app.alias_suffix import get_alias_suffixes, check_suffix_signature
from app.alias_utils import check_alias_prefix
from app.config import EMAIL_DOMAIN
f... | Redirected from client when user clicks on "Login with Server". This is a GET request with the following field in url - client_id - (optional) state - response_type: must be code |
180,718 | from flask import request, jsonify
from flask_cors import cross_origin
from app.db import Session
from app.log import LOG
from app.models import OauthToken, ClientUser
from app.oauth.base import oauth_bp
Session = scoped_session(sessionmaker(bind=connection))
Session: sqlalchemy.orm.Session
LOG = _get_logger("SL")
... | Call by client to get user information Usually bearer token is used. |
180,719 | from flask import request, jsonify
from flask_cors import cross_origin
from app.db import Session
from app.jose_utils import make_id_token
from app.log import LOG
from app.models import Client, AuthorizationCode, OauthToken, ClientUser
from app.oauth.base import oauth_bp
from app.oauth.views.authorize import generate_a... | Calls by client to exchange the access token given the authorization code. The client authentications using Basic Authentication. The form contains the following data: - grant_type: must be "authorization_code" - code: the code obtained in previous step |
180,720 | from flask import make_response, redirect, url_for, flash
from flask_login import current_user
from .base import internal_bp
def set_enable_proton_cookie():
if current_user.is_authenticated:
redirect_url = url_for("dashboard.setting", _anchor="connect-with-proton")
else:
redirect_url = url_for(... | null |
180,721 | from flask import session, redirect, url_for, flash
from app.internal.base import internal_bp
def exit_sudo_mode():
session["sudo_time"] = 0
flash("Exited sudo mode", "info")
return redirect(url_for("dashboard.index")) | null |
180,722 | import logging
import sys
import time
import coloredlogs
from app.config import (
COLOR_LOG,
)
_log_format = (
"%(asctime)s - %(name)s - %(levelname)s - %(process)d - "
'"%(pathname)s:%(lineno)d" - %(funcName)s() - %(message_id)s - %(message)s'
)
class EmailHandlerFilter(logging.Filter):
"""automaticall... | null |
180,723 | import json
import secrets
import uuid
import webauthn
from flask import render_template, flash, redirect, url_for, session
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import StringField, HiddenField, validators
from app.config import RP_ID, URL
from app.dashboard.b... | null |
180,724 | from functools import wraps
from time import time
from flask import render_template, flash, redirect, url_for, session, request
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import PasswordField, validators
from app.config import CONNECT_WITH_PROTON, OIDC_CLIENT_ID, C... | null |
180,725 | from functools import wraps
from time import time
from flask import render_template, flash, redirect, url_for, session, request
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import PasswordField, validators
from app.config import CONNECT_WITH_PROTON, OIDC_CLIENT_ID, C... | null |
180,726 | from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import (
StringField,
validators,
SelectMultipleField,
BooleanField,
IntegerField,
)
from app import parallel_limiter
from app.config... | null |
180,727 | import pyotp
from flask import render_template, flash, redirect, url_for
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import StringField, validators
from app.dashboard.base import dashboard_bp
from app.dashboard.views.enter_sudo import sudo_required
from app.db impor... | null |
180,728 | import arrow
from coinbase_commerce import Client
from flask import render_template, flash, redirect, url_for
from flask_login import login_required, current_user
from app.config import (
PADDLE_VENDOR_ID,
PADDLE_MONTHLY_PRODUCT_ID,
PADDLE_YEARLY_PRODUCT_ID,
URL,
COINBASE_YEARLY_PRICE,
COINBASE_... | null |
180,729 | import arrow
from coinbase_commerce import Client
from flask import render_template, flash, redirect, url_for
from flask_login import login_required, current_user
from app.config import (
PADDLE_VENDOR_ID,
PADDLE_MONTHLY_PRODUCT_ID,
PADDLE_YEARLY_PRODUCT_ID,
URL,
COINBASE_YEARLY_PRICE,
COINBASE_... | null |
180,730 | import arrow
from coinbase_commerce import Client
from flask import render_template, flash, redirect, url_for
from flask_login import login_required, current_user
from app.config import (
PADDLE_VENDOR_ID,
PADDLE_MONTHLY_PRODUCT_ID,
PADDLE_YEARLY_PRODUCT_ID,
URL,
COINBASE_YEARLY_PRICE,
COINBASE_... | null |
180,731 | import arrow
from flask import render_template, flash, redirect, url_for, request
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import StringField, validators
from app import parallel_limiter
from app.config import PADDLE_VENDOR_ID, PADDLE_COUPON_ID
from app.dashboard... | null |
180,732 | import base64
import binascii
import json
import arrow
from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from itsdangerous import TimestampSigner
from wtforms import validators, IntegerField
from wtforms.fields.html5... | null |
180,733 | import base64
import binascii
import json
import arrow
from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from itsdangerous import TimestampSigner
from wtforms import validators, IntegerField
from wtforms.fields.html5... | null |
180,734 | import json
import urllib.parse
from typing import Union
import requests
from flask import render_template, request, flash, url_for, redirect, g
from flask_login import login_required, current_user
from werkzeug.datastructures import FileStorage
from app.config import ZENDESK_HOST, ZENDESK_API_TOKEN
from app.dashboard.... | null |
180,735 | import base64
import hmac
import secrets
import arrow
from flask import render_template, redirect, url_for, flash, request
from flask_login import login_required, current_user
from app import config
from app.alias_utils import transfer_alias
from app.dashboard.base import dashboard_bp
from app.dashboard.views.enter_sud... | null |
180,736 | import base64
import hmac
import secrets
import arrow
from flask import render_template, redirect, url_for, flash, request
from flask_login import login_required, current_user
from app import config
from app.alias_utils import transfer_alias
from app.dashboard.base import dashboard_bp
from app.dashboard.views.enter_sud... | URL has ?alias_id=signed_alias_id |
180,737 | from app.dashboard.base import dashboard_bp
from flask_login import login_required, current_user
from app.alias_utils import alias_export_csv
from app.dashboard.views.enter_sudo import sudo_required
from app.extensions import limiter
def alias_export_csv(user, csv_direct_export=False):
"""
Get user aliases as ... | null |
180,738 | from smtplib import SMTPRecipientsRefused
from email_validator import validate_email, EmailNotValidError
from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from itsdangerous import TimestampSigner
from wtforms import ... | null |
180,739 | from smtplib import SMTPRecipientsRefused
from email_validator import validate_email, EmailNotValidError
from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from itsdangerous import TimestampSigner
from wtforms import ... | null |
180,740 | from smtplib import SMTPRecipientsRefused
from email_validator import validate_email, EmailNotValidError
from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from itsdangerous import TimestampSigner
from wtforms import ... | null |
180,741 | import arrow
from flask import (
render_template,
request,
redirect,
url_for,
flash,
)
from flask_login import login_required, current_user
from app import email_utils
from app.config import (
URL,
FIRST_ALIAS_DOMAIN,
ALIAS_RANDOM_SUFFIX_LENGTH,
CONNECT_WITH_PROTON,
)
from app.dashbo... | null |
180,742 | import arrow
from flask import (
render_template,
request,
redirect,
url_for,
flash,
)
from flask_login import login_required, current_user
from app import email_utils
from app.config import (
URL,
FIRST_ALIAS_DOMAIN,
ALIAS_RANDOM_SUFFIX_LENGTH,
CONNECT_WITH_PROTON,
)
from app.dashbo... | null |
180,743 | import arrow
from flask import (
render_template,
request,
redirect,
url_for,
flash,
)
from flask_login import login_required, current_user
from app import email_utils
from app.config import (
URL,
FIRST_ALIAS_DOMAIN,
ALIAS_RANDOM_SUFFIX_LENGTH,
CONNECT_WITH_PROTON,
)
from app.dashbo... | null |
180,744 | import arrow
from flask import (
render_template,
request,
redirect,
url_for,
flash,
)
from flask_login import login_required, current_user
from app import email_utils
from app.config import (
URL,
FIRST_ALIAS_DOMAIN,
ALIAS_RANDOM_SUFFIX_LENGTH,
CONNECT_WITH_PROTON,
)
from app.dashbo... | null |
180,745 | import re
from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import StringField, validators
from app import parallel_limiter
from app.config import MAX_NB_SUBDOMAIN
from app.dashboard.base import dashboar... | null |
180,746 | from dataclasses import dataclass
from operator import or_
from flask import render_template, request, redirect, flash
from flask import url_for
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from sqlalchemy import and_, func, case
from wtforms import StringField, validators, Valid... | validate email address. Handle both only email and email with name: - ab@cd.com - AB CD <ab@cd.com> |
180,747 | from dataclasses import dataclass
from operator import or_
from flask import render_template, request, redirect, flash
from flask import url_for
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from sqlalchemy import and_, func, case
from wtforms import StringField, validators, Valid... | null |
180,748 | from flask import render_template, request, flash, redirect
from flask_login import login_required, current_user
from sqlalchemy.orm import joinedload
from app.dashboard.base import dashboard_bp
from app.db import Session
from app.models import (
ClientUser,
)
Session = scoped_session(sessionmaker(bind=connection)... | List of apps that user has used via the "Sign in with SimpleLogin" |
180,749 | from email_validator import validate_email, EmailNotValidError
from flask import render_template, redirect, url_for, flash, request
from flask_login import login_required, current_user
from sqlalchemy.exc import IntegrityError
from app import parallel_limiter
from app.alias_suffix import (
get_alias_suffixes,
c... | null |
180,750 | from io import BytesIO
from typing import Optional, Tuple
import arrow
from flask import (
render_template,
request,
redirect,
url_for,
flash,
)
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from flask_wtf.file import FileField
from wtforms import StringField, ... | null |
180,751 | import arrow
from flask import make_response, redirect, url_for
from flask_login import login_required
from app.config import URL
from app.dashboard.base import dashboard_bp
URL = os.environ["URL"]
def setup_done():
response = make_response(redirect(url_for("dashboard.index")))
response.set_cookie(
"... | null |
180,752 | import re
import arrow
from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import StringField, validators, IntegerField
from app.config import EMAIL_SERVERS_WITH_PRIORITY, EMAIL_DOMAIN, JOB_DELETE_DOMAIN
f... | null |
180,753 | import re
import arrow
from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import StringField, validators, IntegerField
from app.config import EMAIL_SERVERS_WITH_PRIORITY, EMAIL_DOMAIN, JOB_DELETE_DOMAIN
f... | null |
180,754 | import re
import arrow
from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import StringField, validators, IntegerField
from app.config import EMAIL_SERVERS_WITH_PRIORITY, EMAIL_DOMAIN, JOB_DELETE_DOMAIN
f... | null |
180,755 | import re
import arrow
from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import StringField, validators, IntegerField
from app.config import EMAIL_SERVERS_WITH_PRIORITY, EMAIL_DOMAIN, JOB_DELETE_DOMAIN
f... | null |
180,756 | from app.db import Session
from flask import redirect, url_for, flash, request, render_template
from flask_login import login_required, current_user
from app.dashboard.base import dashboard_bp
from app.handler.unsubscribe_encoder import UnsubscribeAction
from app.handler.unsubscribe_handler import UnsubscribeHandler
fr... | null |
180,757 | from app.db import Session
from flask import redirect, url_for, flash, request, render_template
from flask_login import login_required, current_user
from app.dashboard.base import dashboard_bp
from app.handler.unsubscribe_encoder import UnsubscribeAction
from app.handler.unsubscribe_handler import UnsubscribeHandler
fr... | null |
180,758 | from app.db import Session
from flask import redirect, url_for, flash, request, render_template
from flask_login import login_required, current_user
from app.dashboard.base import dashboard_bp
from app.handler.unsubscribe_encoder import UnsubscribeAction
from app.handler.unsubscribe_handler import UnsubscribeHandler
fr... | null |
180,759 | from flask import render_template, flash, redirect, url_for, request
from flask_login import login_required, current_user
from app.dashboard.base import dashboard_bp
from app.dashboard.views.enter_sudo import sudo_required
from app.db import Session
from app.models import RecoveryCode
from app.utils import CSRFValidati... | null |
180,760 | from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import StringField, validators
from app import parallel_limiter
from app.config import EMAIL_SERVERS_WITH_PRIORITY
from app.dashboard.base import dashboa... | null |
180,761 | from dataclasses import dataclass
from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from app import alias_utils, parallel_limiter
from app.api.serializer import get_alias_infos_with_pagination_v3, get_alias_info_v3
from app.config import ALIAS_LIMI... | null |
180,762 | from dataclasses import dataclass
from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from app import alias_utils, parallel_limiter
from app.api.serializer import get_alias_infos_with_pagination_v3, get_alias_info_v3
from app.config import ALIAS_LIMI... | Block/Unblock contact |
180,763 | from flask import render_template, flash, redirect, url_for
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import HiddenField, validators
from app.dashboard.base import dashboard_bp
from app.dashboard.views.enter_sudo import sudo_required
from app.db import Session
fro... | null |
180,764 | import arrow
from flask import render_template, flash, request, redirect, url_for
from flask_login import login_required, current_user
from app import s3
from app.config import JOB_BATCH_IMPORT
from app.dashboard.base import dashboard_bp
from app.dashboard.views.enter_sudo import sudo_required
from app.db import Sessio... | null |
180,765 | from flask import render_template, flash, redirect, url_for
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import StringField, validators
from app.config import ADMIN_EMAIL
from app.dashboard.base import dashboard_bp
from app.db import Session
from app.email_utils impo... | null |
180,766 | from flask import render_template, request
from flask_login import login_required, current_user
from app.dashboard.base import dashboard_bp
from app.log import LOG
from app.models import EmailLog
LOG = _get_logger("SL")
class EmailLog(Base, ModelMixin):
__tablename__ = "email_log"
__table_args__ = (Index("ix_... | null |
180,767 | import arrow
from flask import flash, redirect, url_for, request, render_template
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from app.config import JOB_DELETE_ACCOUNT
from app.dashboard.base import dashboard_bp
from app.dashboard.views.enter_sudo import sudo_required
from app.l... | null |
180,768 | from flask import redirect, url_for, flash, render_template, request
from flask_login import login_required, current_user
from app.config import PAGE_LIMIT
from app.dashboard.base import dashboard_bp
from app.db import Session
from app.models import Notification
Session = scoped_session(sessionmaker(bind=connection))
... | null |
180,769 | from flask import redirect, url_for, flash, render_template, request
from flask_login import login_required, current_user
from app.config import PAGE_LIMIT
from app.dashboard.base import dashboard_bp
from app.db import Session
from app.models import Notification
PAGE_LIMIT = 20
class Notification(Base, ModelMixin):
... | null |
180,770 | from flask import render_template, request, redirect, url_for, flash
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from wtforms import StringField, validators
from app.dashboard.base import dashboard_bp
from app.db import Session
from app.models import Contact
from app.pgp_utils i... | null |
180,771 | from flask import render_template, flash, redirect, url_for, request
from flask_login import login_required, current_user
from app.config import PADDLE_MONTHLY_PRODUCT_ID, PADDLE_YEARLY_PRODUCT_ID
from app.dashboard.base import dashboard_bp
from app.db import Session
from app.log import LOG
from app.models import Subsc... | null |
180,772 | import re2 as re
from flask import render_template, request, flash, redirect, url_for
from flask_login import login_required, current_user
from app.dashboard.base import dashboard_bp
from app.db import Session
from app.models import Referral, Payout
_REFERRAL_PATTERN = r"[0-9a-z-_]{3,}"
Session = scoped_session(sessio... | null |
180,773 | import asyncio
import time
from email.message import Message
import aiospamc
from app.config import SPAMASSASSIN_HOST
from app.log import LOG
from app.message_utils import message_to_bytes
from app.models import EmailLog
from app.spamassassin_utils import SpamAssassin
SPAMASSASSIN_HOST = os.environ.get("SPAMASSASSIN_H... | null |
180,774 | import os
from io import BytesIO
from typing import Union
import gnupg
import pgpy
from memory_profiler import memory_usage
from pgpy import PGPMessage
from app.config import GNUPGHOME, PGP_SENDER_PRIVATE_KEY
from app.log import LOG
from app.models import Mailbox, Contact
LOG = _get_logger("SL")
def hard_exit():
... | null |
180,775 | import time
from typing import List
import arrow
from sqlalchemy.sql.expression import or_, and_
from app import config
from app.db import Session
from app.email_utils import (
send_email,
render,
)
from app.import_utils import handle_batch_import
from app.jobs.export_user_data_job import ExportUserDataJob
from... | null |
180,776 | import time
from typing import List
import arrow
from sqlalchemy.sql.expression import or_, and_
from app import config
from app.db import Session
from app.email_utils import (
send_email,
render,
)
from app.import_utils import handle_batch_import
from app.jobs.export_user_data_job import ExportUserDataJob
from... | null |
180,777 | import time
from typing import List
import arrow
from sqlalchemy.sql.expression import or_, and_
from app import config
from app.db import Session
from app.email_utils import (
send_email,
render,
)
from app.import_utils import handle_batch_import
from app.jobs.export_user_data_job import ExportUserDataJob
from... | null |
180,778 | from app.config import (
ALIAS_DOMAINS,
PREMIUM_ALIAS_DOMAINS,
)
from app.db import Session
from app.log import LOG
from app.models import Mailbox, Contact, SLDomain, Partner
from app.pgp_utils import load_public_key
from app.proton.utils import PROTON_PARTNER_NAME
from server import create_light_app
Session =... | Load PGP public key to keyring |
180,780 | import math
from dataclasses import dataclass
from typing import Any, Optional, Tuple
import fairscale.nn.model_parallel.initialize as fs_init
import torch
import torch.nn.functional as F
from fairscale.nn.model_parallel.layers import (
ColumnParallelLinear,
ParallelEmbedding,
RowParallelLinear,
)
from torc... | null |
180,781 | import math
from dataclasses import dataclass
from typing import Any, Optional, Tuple
import fairscale.nn.model_parallel.initialize as fs_init
import torch
import torch.nn.functional as F
from fairscale.nn.model_parallel.layers import (
ColumnParallelLinear,
ParallelEmbedding,
RowParallelLinear,
)
from torc... | null |
180,782 | import math
from dataclasses import dataclass
from typing import Any, Optional, Tuple
import fairscale.nn.model_parallel.initialize as fs_init
import torch
import torch.nn.functional as F
from fairscale.nn.model_parallel.layers import (
ColumnParallelLinear,
ParallelEmbedding,
RowParallelLinear,
)
from torc... | torch.repeat_interleave(x, dim=2, repeats=n_rep) |
180,783 | import json
import os
import sys
import time
from pathlib import Path
from typing import List, Literal, Optional, Tuple, TypedDict
import torch
import torch.nn.functional as F
from fairscale.nn.model_parallel.initialize import (
get_model_parallel_rank,
initialize_model_parallel,
model_parallel_is_initializ... | null |
180,784 | import json
import os
import sys
import time
from pathlib import Path
from typing import List, Literal, Optional, Tuple, TypedDict
import torch
import torch.nn.functional as F
from fairscale.nn.model_parallel.initialize import (
get_model_parallel_rank,
initialize_model_parallel,
model_parallel_is_initializ... | Format and encode an infilling problem. If `suffix_first` is set, format in suffix-prefix-middle format. |
180,785 | import json
import os
import sys
import time
from pathlib import Path
from typing import List, Literal, Optional, Tuple, TypedDict
import torch
import torch.nn.functional as F
from fairscale.nn.model_parallel.initialize import (
get_model_parallel_rank,
initialize_model_parallel,
model_parallel_is_initializ... | Prompt formatting for multi-turn dialogs. The dialog is expected to start with a system message and then alternate between user and assistant messages. |
180,786 | import torch
import torch.nn as nn
import torchvision.models.resnet as resnet
import numpy as np
import math
import sys
from bodymocap.utils.geometry import rot6d_to_rotmat
class Bottleneck(nn.Module):
""" Redefinition of Bottleneck residual block
Adapted from the official PyTorch implementation
"""
... | Constructs an HMR model with ResNet50 backbone. Args: pretrained (bool): If True, returns a model pre-trained on ImageNet |
180,787 | import torch
from torch.nn import functional as F
import numpy as np
import torchgeometry
def quat_to_rotmat(quat):
"""Convert quaternion coefficients to rotation matrix.
Args:
quat: size = [B, 4] 4 <===>(w, x, y, z)
Returns:
Rotation matrix corresponding to the quaternion -- size = [B, 3, 3... | Convert axis-angle representation to rotation matrix. Args: theta: size = [B, 3] Returns: Rotation matrix corresponding to the quaternion -- size = [B, 3, 3] |
180,788 | import torch
from torch.nn import functional as F
import numpy as np
import torchgeometry
def cross_product(u, v):
batch = u.shape[0]
i = u[:, 1] * v[:, 2] - u[:, 2] * v[:, 1]
j = u[:, 2] * v[:, 0] - u[:, 0] * v[:, 2]
k = u[:, 0] * v[:, 1] - u[:, 1] * v[:, 0]
out = torch.cat((i.view(batch,... | null |
180,789 | import torch
from torch.nn import functional as F
import numpy as np
import torchgeometry
def normalize_vector(v):
batch = v.shape[0]
v_mag = torch.sqrt(v.pow(2).sum(1)) # batch
v_mag = torch.max(v_mag, v.new([1e-8]))
v_mag = v_mag.view(batch, 1).expand(batch, v.shape[1])
v = v/v_mag
return v | null |
180,790 | import torch
from torch.nn import functional as F
import numpy as np
import torchgeometry
The provided code snippet includes necessary dependencies for implementing the `rot6d_to_rotmat` function. Write a Python function `def rot6d_to_rotmat(x)` to solve the following problem:
Convert 6D rotation representation to 3x3... | Convert 6D rotation representation to 3x3 rotation matrix. Based on Zhou et al., "On the Continuity of Rotation Representations in Neural Networks", CVPR 2019 Input: (B,6) Batch of 6-D rotation representations Output: (B,3,3) Batch of corresponding rotation matrices |
180,791 | import torch
from torch.nn import functional as F
import numpy as np
import torchgeometry
The provided code snippet includes necessary dependencies for implementing the `perspective_projection` function. Write a Python function `def perspective_projection(points, rotation, translation, focal... | This function computes the perspective projection of a set of points. Input: points (bs, N, 3): 3D points rotation (bs, 3, 3): Camera rotation translation (bs, 3): Camera translation focal_length (bs,) or scalar: Focal length camera_center (bs, 2): Camera center |
180,792 | import torch
from torch.nn import functional as F
import numpy as np
import torchgeometry
def estimate_translation_np(S, joints_2d, joints_conf, focal_length=5000, img_size=224):
"""Find camera translation that brings 3D joints S closest to 2D the corresponding joints_2d.
Input:
S: (25, 3) 3D joint loca... | Find camera translation that brings 3D joints S closest to 2D the corresponding joints_2d. Input: S: (B, 49, 3) 3D joint locations joints: (B, 49, 3) 2D joint locations and confidence Returns: (B, 3) camera translation vectors |
180,793 | import torch
from torch.nn import functional as F
import numpy as np
import torchgeometry
def weakProjection_gpu(skel3D, scale, trans2D ):
# if len(skel3D.shape)==1:
# skel3D = np.reshape(skel3D, (-1,3))
skel3D = skel3D.view((skel3D.shape[0],-1,3))
trans2D = trans2D.view((trans2D.shape[0],1,2))
... | null |
180,794 | import torch
from torch.nn import functional as F
import numpy as np
import torchgeometry
def weakProjection(skel3D, scale, trans2D ):
skel3D_proj = scale* skel3D[:,:2] + trans2D
return skel3D_proj#skel3D_proj.view((skel3D.shape[0],-1)) #(N, 19*2) o | null |
180,795 | import torch
from torch.nn import functional as F
import numpy as np
import torchgeometry
The provided code snippet includes necessary dependencies for implementing the `rotmat_to_angleaxis` function. Write a Python function `def rotmat_to_angleaxis(init_pred_rotmat)` to solve the following problem:
init_pred_rotmat: ... | init_pred_rotmat: torch.tensor with (24,3,3) dimension |
180,796 | import torch
import numpy as np
import scipy.misc
import cv2
from bodymocap import constants
from torchvision.transforms import Normalize
def transform(pt, center, scale, res, invert=0, rot=0):
"""Transform pixel location to different reference."""
t = get_transform(center, scale, res, rot=rot)
if invert:
... | Crop image according to the supplied bounding box. |
180,797 | import torch
import numpy as np
import scipy.misc
import cv2
from bodymocap import constants
from torchvision.transforms import Normalize
def transform(pt, center, scale, res, invert=0, rot=0):
"""Transform pixel location to different reference."""
t = get_transform(center, scale, res, rot=rot)
if invert:
... | Undo' the image cropping/resizing. This function is used when evaluating mask/part segmentation. |
180,798 | import torch
import numpy as np
import scipy.misc
import cv2
from bodymocap import constants
from torchvision.transforms import Normalize
The provided code snippet includes necessary dependencies for implementing the `rot_aa` function. Write a Python function `def rot_aa(aa, rot)` to solve the following problem:
Rotat... | Rotate axis angle parameters. |
180,799 | import torch
import numpy as np
import scipy.misc
import cv2
from bodymocap import constants
from torchvision.transforms import Normalize
The provided code snippet includes necessary dependencies for implementing the `flip_img` function. Write a Python function `def flip_img(img)` to solve the following problem:
Flip ... | Flip rgb images or masks. channels come last, e.g. (256,256,3). |
180,800 | import torch
import numpy as np
import scipy.misc
import cv2
from bodymocap import constants
from torchvision.transforms import Normalize
The provided code snippet includes necessary dependencies for implementing the `flip_kp` function. Write a Python function `def flip_kp(kp)` to solve the following problem:
Flip key... | Flip keypoints. |
180,801 | import torch
import numpy as np
import scipy.misc
import cv2
from bodymocap import constants
from torchvision.transforms import Normalize
The provided code snippet includes necessary dependencies for implementing the `flip_pose` function. Write a Python function `def flip_pose(pose)` to solve the following problem:
Fl... | Flip pose. The flipping is based on SMPL parameters. |
180,802 | import torch
import numpy as np
import scipy.misc
import cv2
from bodymocap import constants
from torchvision.transforms import Normalize
The provided code snippet includes necessary dependencies for implementing the `bbox_from_openpose` function. Write a Python function `def bbox_from_openpose(openpose_file, rescale=... | Get center and scale for bounding box from openpose detections. |
180,803 | import torch
import numpy as np
import scipy.misc
import cv2
from bodymocap import constants
from torchvision.transforms import Normalize
The provided code snippet includes necessary dependencies for implementing the `bbox_from_keypoint2d` function. Write a Python function `def bbox_from_keypoint2d(keypoints, rescale=... | output: center: bbox center scale: scale_n2o: 224x224 -> original bbox size (max length if not a square bbox) |
180,804 | import torch
import numpy as np
import scipy.misc
import cv2
from bodymocap import constants
from torchvision.transforms import Normalize
def crop_bboxInfo(img, center, scale, res =(224,224)):
"""Crop image according to the supplied bounding box."""
# Upper left point
ul = np.array(transform([1, 1], center,... | Read image, do preprocessing and possibly crop it according to the bounding box. If there are bounding box annotations, use them to crop the image. If no bounding box is specified but openpose detections are available, use them to get the bounding box. |
180,805 | import torch
import numpy as np
import scipy.misc
import cv2
from bodymocap import constants
from torchvision.transforms import Normalize
The provided code snippet includes necessary dependencies for implementing the `bbox_from_json` function. Write a Python function `def bbox_from_json(bbox_file)` to solve the follow... | Get center and scale of bounding box from bounding box annotations. The expected format is [top_left(x), top_left(y), width, height]. |
180,806 | import torch
import numpy as np
import scipy.misc
import cv2
from bodymocap import constants
from torchvision.transforms import Normalize
def crop_bboxInfo(img, center, scale, res =(224,224)):
"""Crop image according to the supplied bounding box."""
# Upper left point
ul = np.array(transform([1, 1], center,... | Read image, do preprocessing and possibly crop it according to the bounding box. If there are bounding box annotations, use them to crop the image. If no bounding box is specified but openpose detections are available, use them to get the bounding box. |
180,807 | import torch
import numpy as np
import scipy.misc
import cv2
from bodymocap import constants
from torchvision.transforms import Normalize
g_de_normalize_img = Normalize(mean=[ -constants.IMG_NORM_MEAN[0]/constants.IMG_NORM_STD[0] , -constants.IMG_NORM_MEAN[1]/constants.IMG_NORM_STD[1], -constants.IMG_NORM_MEAN[2]/co... | Normalized Batch Img to original image Input: normImg: normTensorImg in cpu Input: deNormImg: numpy form |
180,808 | import os, sys, shutil
import os.path as osp
import ry_utils
import cv2
import numpy as np
def check_keywords(subdir, keywords):
if len(keywords) == 0:
return True
else:
for keyword in keywords:
if subdir.find(keyword)>=0:
return True
return False | null |
180,809 | import os, sys, shutil
import os.path as osp
import subprocess as sp
import general_utils as gnu
def extract_frame(video_dir, frame_dir):
for file in os.listdir(video_dir):
if file.endswith((".mov", ".mp4")):
file_path = osp.join(video_dir, file)
file_name = file[:-4]
# ... | null |
180,810 | import os, sys, shutil
import os.path as osp
import cv2
from collections import OrderedDict
import mocap_utils.general_utils as gnu
import numpy as np
import json
import subprocess as sp
def setup_render_out(out_dir):
if out_dir is not None:
gnu.build_dir(out_dir)
outputFileName = 'scene_%08d.jpg' ... | null |
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