code stringlengths 114 1.05M | path stringlengths 3 312 | quality_prob float64 0.5 0.99 | learning_prob float64 0.2 1 | filename stringlengths 3 168 | kind stringclasses 1
value |
|---|---|---|---|---|---|
import math
import matplotlib.pyplot as plt
from .Generaldistribution import Distribution
class Gaussian(Distribution):
""" Gaussian distribution class for calculating and
visualizing a Gaussian distribution.
Attributes:
mean (float) representing the mean value of the distribution
stdev (float) representing ... | /rahulworld_distributions-0.1.tar.gz/rahulworld_distributions-0.1/rahulworld_distributions/Gaussiandistribution.py | 0.688364 | 0.853058 | Gaussiandistribution.py | pypi |
import os
from .environments import (AzureNBEnvironment, CredentialedVMEnvironment,
DatabricksEnvironment, LocalIPythonEnvironment,
PublicVMEnvironment)
"""Environment detection related utilities.
A good portion of this code has largely been sourced from open-sou... | /rai_core_flask-0.6.0.tar.gz/rai_core_flask-0.6.0/rai_core_flask/environment_detector.py | 0.559531 | 0.283831 | environment_detector.py | pypi |
import math
import matplotlib.pyplot as plt
from .Generaldistribution import Distribution
class Gaussian(Distribution):
""" Gaussian distribution class for calculating and
visualizing a Gaussian distribution.
Attributes:
mean (float) representing the mean value of the distribution
stdev (float) representing ... | /rai_distributions-0.1.tar.gz/rai_distributions-0.1/rai_distributions/Gaussiandistribution.py | 0.688364 | 0.853058 | Gaussiandistribution.py | pypi |
from functools import partial
import pooch
from typing_extensions import Literal, TypeAlias
try:
import tqdm
except ImportError:
tqdm = None
__all__ = ["load_model", "get_path_to_checkpoint"]
_MODEL_NAMES: TypeAlias = Literal[
"mitll_cifar_l2_1_0.pt",
"mitll_cifar_nat.pt",
"mitll_imagenet_l2_3_0... | /rai_experiments-0.2.0rc2-py3-none-any.whl/rai_experiments/models/pretrained.py | 0.917843 | 0.340787 | pretrained.py | pypi |
from typing import Any, Callable, List, Optional, Type, Union
import torch
from torch import Tensor, nn
from torchvision.models import resnet
from torchvision.models.resnet import BasicBlock, Bottleneck
from ._resnet_blocks import VizBasicBlock, VizBottleneck
class ResNet(resnet.ResNet):
"""TorchVision ResNet ... | /rai_experiments-0.2.0rc2-py3-none-any.whl/rai_experiments/models/small_resnet.py | 0.958431 | 0.611846 | small_resnet.py | pypi |
# Copied from https://gist.github.com/yrevar/942d3a0ac09ec9e5eb3a
IMAGENET_LABELS = {
0: "tench, Tinca tinca",
1: "goldfish, Carassius auratus",
2: "great white shark, white shark, Carcharodon carcharias", # THESE AREN"T REAL LABELS!!!!>>>, man-eater, man-eating shark, ',
3: "tiger shark, Galeocerdo c... | /rai_experiments-0.2.0rc2-py3-none-any.whl/rai_experiments/utils/imagenet_labels.py | 0.482185 | 0.379321 | imagenet_labels.py | pypi |
import json
import sys
from typing import Union
from urllib.request import HTTPError
from railib.api import TransactionAsyncResponse
__all__ = ["http_error", "problems", "results"]
def http_error(e: HTTPError) -> None:
rsp = json.loads(e.read())
if rsp:
print(f"status: {e.status}")
print(jso... | /rai_sdk-0.6.15-py3-none-any.whl/railib/show.py | 0.493164 | 0.179836 | show.py | pypi |
# pyright: strict
import functools
import inspect
from typing import (
Any,
Callable,
Dict,
Generic,
Iterable,
Mapping,
Optional,
Type,
TypeVar,
Union,
)
import numpy as np
from torch import Tensor
from torch.nn.parameter import Parameter
from typing_extensions import Protocol,... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/_typing.py | 0.917691 | 0.481637 | _typing.py | pypi |
from numbers import Number
from typing import List, Optional, Tuple, TypeVar, Union, cast
import numpy as np
import torch as tr
from PIL.Image import Image
from torch import Tensor
from torchvision.transforms import ToPILImage, ToTensor
from ._fourier_basis import generate_fourier_bases
_T = TypeVar("_T", Tensor, I... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/augmentations/fourier/transforms.py | 0.959913 | 0.67688 | transforms.py | pypi |
import random
from collections import defaultdict
from typing import (
Any,
Callable,
Collection,
DefaultDict,
Dict,
Iterable,
List,
NamedTuple,
Optional,
Sequence,
Tuple,
Type,
TypeVar,
Union,
)
import numpy as np
import torch as tr
from torch.nn.functional impo... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/augmentations/fourier/_implementations.py | 0.922839 | 0.586345 | _implementations.py | pypi |
from numbers import Integral
from typing import Any, Callable, Optional, Sequence, Tuple, TypeVar, Union
import torch as tr
from rai_toolbox._typing import ArrayLike
from ._implementation import augment_and_mix
_T1 = TypeVar("_T1")
_T2 = TypeVar("_T2", bound=ArrayLike)
__all__ = ["AugMix", "Fork", "augment_and_mi... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/augmentations/augmix/transforms.py | 0.943595 | 0.329041 | transforms.py | pypi |
from abc import ABCMeta, abstractmethod
from functools import wraps
from typing import Callable, Dict, Iterable, TypeVar, Union, cast
from weakref import WeakSet
import torch as tr
from .itertools import flatten_params
T = TypeVar("T", bound=Callable)
NoneType = type(None)
def freeze(
*items: Union[
t... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/_utils/stateful.py | 0.953046 | 0.470615 | stateful.py | pypi |
from functools import partial
from typing import Any, Dict, Optional, Union
import torch
from torch import Generator, Tensor, default_generator
from torch.optim import SGD
from typing_extensions import Final
from rai_toolbox._typing import Optimizer as Opt, OptimizerType, OptimParams, Partial
from rai_toolbox._utils... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/optim/lp_space.py | 0.965819 | 0.478955 | lp_space.py | pypi |
from typing import Union
import torch
from torch.optim import Optimizer
from rai_toolbox._typing import OptimParams
from rai_toolbox._utils import check_param_group_value, value_check
from .lp_space import L1qNormedGradientOptim, L2NormedGradientOptim, SignedGradientOptim
from .optimizer import ParamTransformingOpt... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/optim/frank_wolfe.py | 0.96366 | 0.557424 | frank_wolfe.py | pypi |
from typing import Any, Dict, List, Optional, Union
import numpy as np
import torch
from torch import Generator, Tensor, default_generator
from torch.optim import SGD
from rai_toolbox._typing import Optimizer as Opt, OptimizerType, OptimParams, Partial
from rai_toolbox._utils import check_param_group_value, value_ch... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/optim/misc.py | 0.971456 | 0.371422 | misc.py | pypi |
from pathlib import Path
from typing import Any, Callable, Optional, Union
import numpy as np
from PIL import Image
from torchvision.datasets.utils import download_url
from ._cifar10_base import _CIFAR10Base
from ._utils import md5_check
PathLike = Union[str, Path]
__all__ = ["CIFAR10P1"]
class CIFAR10P1(_CIFAR1... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/datasets/cifar10_extensions.py | 0.945525 | 0.380212 | cifar10_extensions.py | pypi |
from pathlib import Path
from typing import Any, Callable, Dict, List, Optional, Set, Tuple, Union
from torchvision.datasets import folder
class ImageNet(folder.DatasetFolder):
def __init__(
self,
root: Union[str, Path],
transform: Optional[Callable] = None,
target_transform: Opt... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/datasets/_imagenet_base.py | 0.94488 | 0.501648 | _imagenet_base.py | pypi |
import logging
from dataclasses import dataclass
from pathlib import Path
from typing import Any, Dict, List, Optional, Union
import torch
from hydra_zen import load_from_yaml
from omegaconf import DictConfig, ListConfig
from torch import nn
log = logging.getLogger(__name__)
def load_from_checkpoint(
model: nn... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/mushin/_utils.py | 0.950284 | 0.405331 | _utils.py | pypi |
from collections import defaultdict
from pathlib import Path
from typing import Union
import torch
from pytorch_lightning import Callback, LightningModule, Trainer
from rai_toolbox._utils import value_check
class MetricsCallback(Callback):
"""Saves validation and test metrics stored in `trainer.callback_metric... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/mushin/lightning/callbacks.py | 0.934485 | 0.38578 | callbacks.py | pypi |
import functools
from typing import Any, Callable, List, Optional, Tuple, Union
import torch as tr
from torch import Tensor
from torch.nn import CrossEntropyLoss, Module
from torch.optim import Optimizer as _TorchOptim
from rai_toolbox import negate
from rai_toolbox._typing import (
ArrayLike,
InstantiatesTo... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/perturbations/solvers.py | 0.962161 | 0.608158 | solvers.py | pypi |
from typing import Optional, Union
import torch
from torch import Generator, Tensor, default_generator
from rai_toolbox._utils import (
to_batch as _to_batch,
validate_param_ndim as _validate_param_ndim,
value_check,
)
@torch.no_grad()
def uniform_like_l1_n_ball_(
x: Tensor,
epsilon: float = 1.... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/perturbations/init.py | 0.975635 | 0.7696 | init.py | pypi |
from abc import abstractmethod
from typing import Any, Callable, Iterator, Optional, Sequence, Union
import torch as tr
from torch import Tensor, nn
from torch.nn.parameter import Parameter
from typing_extensions import Protocol, runtime_checkable
@runtime_checkable
class PerturbationModel(Protocol):
"""Protoco... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/perturbations/models.py | 0.951131 | 0.697706 | models.py | pypi |
from typing import Optional
import torch as tr
import torch.nn.functional as F
from rai_toolbox._typing import ArrayLike
def jensen_shannon_divergence(
*probs: ArrayLike, weight: Optional[float] = None
) -> tr.Tensor:
r"""
Computes the Jensen-Shannon divergence [1]_ between n distributions:
:math:... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/src/rai_toolbox/losses/_jensen_shannon_divergence.py | 0.969548 | 0.726207 | _jensen_shannon_divergence.py | pypi |
.. meta::
:description: A guide for using the rAI-toolbox to create a parameter-transforming PyTorch Optimizer
.. _how-to-optim:
=========================================
Create a Parameter-Transforming Optimizer
=========================================
Popular techniques for creating adversarial or targeted per... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/docs/source/how_to/custom_optim.rst | 0.947515 | 0.882731 | custom_optim.rst | pypi |
.. meta::
:description: A guide for using the rAI-toolbox to solve for a universal adversarial perturbation
.. _how-to-univ-pert:
==================================
Solve for a Universal Perturbation
==================================
A universal adversarial perturbation (UAP) is a *single* perturbation that can ... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/docs/source/how_to/univ_adv_pert.rst | 0.959545 | 0.989129 | univ_adv_pert.rst | pypi |
.. meta::
:description: An explanation of the responsible AI approach to data optimization problems.
=====================
On Data Perturbations
=====================
This article provides an overview of common data optimization problems, using model-dependent criteria, that are relevant for assessing and enhanci... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/docs/source/explanation/perturbations.rst | 0.974953 | 0.975107 | perturbations.rst | pypi |
# Robustness to Image Translation
This notebook will demonstrate:
- Setting up PyTorch training and testing experiments with hydra-zen and rai-toolbox
- Configuring and running repeatable and scalable experiments with [hydra-zen](https://github.com/mit-ll-responsible-ai/hydra-zen)
- Experimenting with robustness to... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/examples/MNIST-Translation-Robustness.ipynb | 0.924815 | 0.978631 | MNIST-Translation-Robustness.ipynb | pypi |
from pathlib import Path
from typing import Any, Dict, Optional, Union
import matplotlib.pyplot as plt
import numpy as np
import torch as tr
from hydra_zen import instantiate
from omegaconf import OmegaConf
from pytorch_lightning import LightningModule
from torch.nn import Module
root = Path("/home/ry26099/uq_by_desi... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/examples/fourier/utils.py | 0.922267 | 0.525612 | utils.py | pypi |
from functools import partial
import pooch
from typing_extensions import Literal, TypeAlias
try:
import tqdm
except ImportError:
tqdm = None
__all__ = ["load_model", "get_path_to_checkpoint"]
_MODEL_NAMES: TypeAlias = Literal[
"mitll_cifar_l2_1_0.pt",
"mitll_cifar_nat.pt",
"mitll_imagenet_l2_3_0... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/experiments/src/rai_experiments/models/pretrained.py | 0.918996 | 0.337422 | pretrained.py | pypi |
from typing import Any, Callable, List, Optional, Type, Union
import torch
from torch import Tensor, nn
from torchvision.models import resnet
from torchvision.models.resnet import BasicBlock, Bottleneck
from ._resnet_blocks import VizBasicBlock, VizBottleneck
class ResNet(resnet.ResNet):
"""TorchVision ResNet ... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/experiments/src/rai_experiments/models/small_resnet.py | 0.958431 | 0.611846 | small_resnet.py | pypi |
# Copied from https://gist.github.com/yrevar/942d3a0ac09ec9e5eb3a
IMAGENET_LABELS = {
0: "tench, Tinca tinca",
1: "goldfish, Carassius auratus",
2: "great white shark, white shark, Carcharodon carcharias", # THESE AREN"T REAL LABELS!!!!>>>, man-eater, man-eating shark, ',
3: "tiger shark, Galeocerdo c... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/experiments/src/rai_experiments/utils/imagenet_labels.py | 0.482185 | 0.379321 | imagenet_labels.py | pypi |
These benchmarks are based off of those of [Adversarial-Attacks-PyTorch](https://github.com/Harry24k/adversarial-attacks-pytorch/blob/master/README.md#performance-comparison). However, they differ in that:
- They ensure that all enqueued asynchornous CUDA computations have been completed prior to recording the time ela... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/experiments/benchmarking/benchmarks.ipynb | 0.913638 | 0.874185 | benchmarks.ipynb | pypi |
from typing import Callable, Dict, Iterable
from pytorch_lightning import LightningModule
from torch import Tensor, nn
from torch.optim import Optimizer
from torch.utils.data import DataLoader
from torchmetrics import Accuracy, MeanMetric
from rai_toolbox import freeze
# Types
Criterion = Callable[[Tensor, Tensor],... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/experiments/universal_perturbation/solver.py | 0.940987 | 0.574454 | solver.py | pypi |
# Reproduce Results From Madry Lab's Robustness Toolbox
This experiment takes pre-trained robust models developed at [MadryLab](https://github.com/MadryLab/robustness) and reproduces results for CIFAR-10 and [Restricted ImageNet](https://github.com/MadryLab/robust_representations) datasets. For CIFAR-10, we aim to rep... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/experiments/madry/README.md | 0.482917 | 0.985718 | README.md | pypi |
import os
from typing import (
TYPE_CHECKING,
Any,
Callable,
Dict,
Iterable,
List,
Optional,
Tuple,
cast,
)
import torch as tr
import torch.distributed as dist
from torch import Tensor
from torch.utils.data import DataLoader, Subset, default_collate
from torch.utils.data.distributed... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/experiments/madry/madry.py | 0.918558 | 0.590307 | madry.py | pypi |
from typing import Callable, Dict, Iterable, Optional
import torch
from pytorch_lightning import LightningModule
from torch import Tensor, nn
from torch.optim import Optimizer
from torch.optim.lr_scheduler import _LRScheduler
from torch.utils.data import DataLoader
from torchmetrics import Accuracy, MeanMetric
from ... | /rai_toolbox-0.3.1rc3.tar.gz/rai_toolbox-0.3.1rc3/experiments/adversarial_training/solver.py | 0.962935 | 0.67989 | solver.py | pypi |
import pygame
from interactive.style import BLACK, GENE_COLOUR, GENE_LABEL_SIZE, GENE_SPACING, GENE_PADDING, \
GENE_HEIGHT, BACKGROUND_COLOUR, FONT, MODULE_PADDING, DOMAIN_SIZE, GENE_HIGHLIGHT_COLOUR
from interactive.module import Module
GENE_X_START = 30
class Gene:
def __init__(self, screen, gene_number):
... | /raichu-0.0.2.tar.gz/raichu-0.0.2/interactive/gene.py | 0.44553 | 0.16502 | gene.py | pypi |
import time
from abc import ABC, abstractmethod
from dataclasses import dataclass
from enum import Enum
from typing import TYPE_CHECKING, List
import gevent
import structlog
from raiden_common.storage.restore import get_state_change_with_transfer_by_secrethash
from raiden_common.transfer import channel, views
from ra... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/waiting.py | 0.86891 | 0.175945 | waiting.py | pypi |
from uuid import UUID
import structlog
from eth_utils import to_canonical_address
from raiden_common.exceptions import ServiceRequestFailed
from raiden_common.network.pathfinding import PFSProxy
from raiden_common.transfer import channel, views
from raiden_common.transfer.state import ChainState, ChannelState, RouteS... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/routing.py | 0.708616 | 0.215021 | routing.py | pypi |
import enum
from typing import Any, Dict, List
@enum.unique
class PFSError(enum.IntEnum):
"""Error codes as returned by the PFS.
Defined in the pathfinding_service.exceptions module in
https://github.com/raiden-network/raiden-services
"""
# TODO: link to PFS spec as soon as the error codes are a... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/exceptions.py | 0.623148 | 0.527012 | exceptions.py | pypi |
import binascii
from typing import Any, Dict
from urllib.parse import parse_qs
from eth_utils import (
is_0x_prefixed,
is_checksum_address,
to_bytes,
to_canonical_address,
to_checksum_address,
to_hex,
)
from marshmallow import (
INCLUDE,
Schema,
SchemaOpts,
fields,
post_dump... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/api/v1/encoding.py | 0.797241 | 0.175326 | encoding.py | pypi |
import math
from eth_typing import BlockNumber
from structlog import get_logger
from raiden_common.blockchain.exceptions import BlockBatchSizeTooSmall
from raiden_common.settings import BlockBatchSizeConfig
log = get_logger(__name__)
class BlockBatchSizeAdjuster:
"""Helper to dynamically adjust the block batch... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/blockchain/utils.py | 0.881806 | 0.214013 | utils.py | pypi |
from dataclasses import dataclass
import structlog
from eth_utils import to_hex
from raiden_common.blockchain.events import DecodedEvent
from raiden_common.exceptions import RaidenUnrecoverableError
from raiden_common.storage.restore import (
get_event_with_balance_proof_by_locksroot,
get_state_change_with_ba... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/blockchain/state.py | 0.754282 | 0.15219 | state.py | pypi |
from datetime import datetime
from uuid import UUID
from gevent.event import Event
from raiden_common.utils.notifying_queue import NotifyingQueue
from raiden_common.utils.typing import Any, Dict, List, Optional, Tuple
JSONResponse = Dict[str, Any]
class SyncEvent(Event):
"""
Sync Event is a slightly modifi... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/network/transport/matrix/sync_progress.py | 0.856962 | 0.30754 | sync_progress.py | pypi |
import opentracing
from raiden_common.transfer import channel
from raiden_common.transfer.architecture import ContractSendEvent, TransferTask
from raiden_common.transfer.identifiers import CanonicalIdentifier
from raiden_common.transfer.mediated_transfer.tasks import InitiatorTask, TransferRole
from raiden_common.tran... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/transfer/views.py | 0.630002 | 0.248614 | views.py | pypi |
from collections import defaultdict
from dataclasses import dataclass, field
from typing import TYPE_CHECKING
from eth_utils import to_hex
from raiden_common.constants import UINT256_MAX
from raiden_common.transfer.architecture import (
ContractSendEvent,
ContractSendExpirableEvent,
Event,
SendMessage... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/transfer/events.py | 0.923674 | 0.212702 | events.py | pypi |
import random
from raiden_common.transfer import channel, secret_registry
from raiden_common.transfer.architecture import Event, StateChange, TransitionResult
from raiden_common.transfer.events import EventPaymentReceivedSuccess
from raiden_common.transfer.identifiers import CANONICAL_IDENTIFIER_UNORDERED_QUEUE
from r... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/transfer/mediated_transfer/target.py | 0.707607 | 0.162413 | target.py | pypi |
import random
from typing import Tuple
from raiden_common.transfer import channel, routes
from raiden_common.transfer.architecture import Event, StateChange, TransitionResult
from raiden_common.transfer.events import EventPaymentSentFailed
from raiden_common.transfer.mediated_transfer import initiator
from raiden_comm... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/transfer/mediated_transfer/initiator_manager.py | 0.822474 | 0.168651 | initiator_manager.py | pypi |
from bisect import bisect, bisect_right
from copy import copy
from dataclasses import dataclass, field
from fractions import Fraction
from typing import List, Optional, Sequence, Tuple, TypeVar, Union
from raiden_common.exceptions import UndefinedMediationFee
from raiden_common.transfer.architecture import State
from ... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/transfer/mediated_transfer/mediation_fee.py | 0.919122 | 0.456713 | mediation_fee.py | pypi |
from dataclasses import dataclass, field
from raiden_common.constants import EMPTY_SECRETHASH
from raiden_common.transfer.architecture import AuthenticatedSenderStateChange, StateChange
from raiden_common.transfer.mediated_transfer.events import SendSecretReveal
from raiden_common.transfer.mediated_transfer.state impo... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/transfer/mediated_transfer/state_change.py | 0.87637 | 0.216632 | state_change.py | pypi |
from dataclasses import dataclass, field
from raiden_common.constants import EMPTY_SECRETHASH
from raiden_common.transfer.architecture import Event, SendMessageEvent
from raiden_common.transfer.mediated_transfer.state import LockedTransferUnsignedState
from raiden_common.transfer.state import BalanceProofUnsignedState... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/transfer/mediated_transfer/events.py | 0.870032 | 0.304119 | events.py | pypi |
from copy import deepcopy
from dataclasses import dataclass
from typing import Any
import canonicaljson
from eth_utils import keccak, to_checksum_address
from marshmallow import EXCLUDE, post_dump, post_load
from raiden_common.messages.abstract import cached_property
from raiden_common.storage.serialization import se... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/messages/metadata.py | 0.909619 | 0.254596 | metadata.py | pypi |
from dataclasses import dataclass, field
from datetime import datetime
import marshmallow.fields
import rlp
from raiden_common.constants import EMPTY_SIGNATURE
from raiden_common.messages.abstract import SignedMessage
from raiden_common.transfer import channel
from raiden_common.transfer.identifiers import CanonicalI... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/messages/path_finding_service.py | 0.852798 | 0.162247 | path_finding_service.py | pypi |
from dataclasses import dataclass
from raiden_common.constants import EMPTY_SIGNATURE
from raiden_common.messages.abstract import SignedMessage, SignedRetrieableMessage
from raiden_common.messages.cmdid import CmdId
from raiden_common.transfer.architecture import SendMessageEvent
from raiden_common.utils.typing import... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/messages/synchronization.py | 0.635901 | 0.303383 | synchronization.py | pypi |
import time
from abc import ABC, abstractmethod
from contextlib import contextmanager
from dataclasses import dataclass
import gevent.lock
import structlog
from raiden_common.storage.serialization import DictSerializer
from raiden_common.storage.sqlite import (
HIGH_STATECHANGE_ULID,
LOW_STATECHANGE_ULID,
... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/storage/wal.py | 0.737914 | 0.288607 | wal.py | pypi |
from eth_utils import to_hex
from raiden_common.exceptions import RaidenUnrecoverableError
from raiden_common.storage.sqlite import (
EventRecord,
FilteredDBQuery,
Operator,
SerializedSQLiteStorage,
StateChangeID,
StateChangeRecord,
)
from raiden_common.storage.wal import restore_state
from rai... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/storage/restore.py | 0.819605 | 0.370852 | restore.py | pypi |
import sqlite3
from contextlib import contextmanager
from dataclasses import dataclass
from datetime import datetime
from enum import Enum
from types import TracebackType
from typing import Generator, Iterable, cast
import gevent
import ulid
from eth_utils import to_normalized_address
from ulid import MAX_ULID, MIN_UL... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/storage/sqlite.py | 0.819929 | 0.223007 | sqlite.py | pypi |
from typing import Any, Sequence
import structlog
from gevent import Greenlet, GreenletExit
from raiden_common.utils.typing import Callable, List
log = structlog.get_logger(__name__)
class Runnable:
"""Greenlet-like class, __run() inside one, but can be stopped and restarted
Allows subtasks to crash self,... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/utils/runnable.py | 0.791338 | 0.290056 | runnable.py | pypi |
from pathlib import Path
from typing import * # NOQA pylint:disable=wildcard-import,unused-wildcard-import
from typing import TYPE_CHECKING, Any, Dict, Literal, NewType, Tuple, Type, Union
from eth_typing import ( # NOQA pylint:disable=unused-import
Address,
BlockNumber,
ChecksumAddress,
Hash32,
... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/utils/typing.py | 0.685107 | 0.206194 | typing.py | pypi |
from functools import lru_cache
from eth_hash.auto import keccak
from eth_typing import HexStr
from eth_utils import (
encode_hex,
is_0x_prefixed,
is_checksum_address,
remove_0x_prefix,
to_canonical_address,
)
from raiden_common.exceptions import InvalidChecksummedAddress
from raiden_common.utils.t... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/utils/formatting.py | 0.81231 | 0.207897 | formatting.py | pypi |
from __future__ import annotations
from dataclasses import dataclass
from enum import Flag, auto
from typing import Dict, List, Optional
from eth_typing import Address
from raiden_common.utils.typing import AddressMetadata, UserID
class MetadataValidationError(Flag):
USER_ID_MISSING = auto()
DISPLAY_NAME_M... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/utils/validation.py | 0.914553 | 0.179135 | validation.py | pypi |
from fractions import Fraction
from raiden_common.constants import DAI_TOKEN_ADDRESS, WETH_TOKEN_ADDRESS
from raiden_common.settings import DEFAULT_DAI_FLAT_FEE, DEFAULT_WETH_FLAT_FEE, MediationFeeConfig
from raiden_common.utils.typing import Dict, FeeAmount, ProportionalFeeAmount, TokenAddress, Tuple
def ppm_fee_pe... | /raiden_common-0.1.8-py3-none-any.whl/raiden_common/utils/mediation_fees.py | 0.874279 | 0.242262 | mediation_fees.py | pypi |
import enum
import json
from copy import deepcopy
from json import JSONDecodeError
from pathlib import Path
from typing import Any, Dict, List, Optional, TypedDict
from eth_typing import HexStr
from eth_typing.evm import ChecksumAddress
from web3.types import ABI, ABIEvent
from raiden_contracts.constants import ID_TO... | /raiden-contracts-0.50.2.tar.gz/raiden-contracts-0.50.2/raiden_contracts/contract_manager.py | 0.863147 | 0.249019 | contract_manager.py | pypi |
import hashlib
import json
from os import chdir
from pathlib import Path
from typing import Dict, Optional, Tuple
import solcx
from raiden_contracts.constants import PRECOMPILED_DATA_FIELDS, DeploymentModule
from raiden_contracts.contract_manager import ContractManager, contracts_data_path
_BASE = Path(__file__).par... | /raiden-contracts-0.50.2.tar.gz/raiden-contracts-0.50.2/raiden_contracts/contract_source_manager.py | 0.811527 | 0.196132 | contract_source_manager.py | pypi |
import functools
from pathlib import Path
from typing import Any, Callable, Dict, List, Optional
import click
import requests
from eth_typing import URI, ChecksumAddress
from eth_utils import to_checksum_address
from hexbytes import HexBytes
from web3 import HTTPProvider, Web3
from web3.middleware import construct_sig... | /raiden-contracts-0.50.2.tar.gz/raiden-contracts-0.50.2/raiden_contracts/utils/token_ops.py | 0.87247 | 0.182972 | token_ops.py | pypi |
from functools import reduce
from hashlib import sha256
from os import urandom
from random import randint
from typing import Collection, Iterable, List, NamedTuple, Optional, Tuple
from eth_abi import encode_abi
from eth_utils import keccak
from web3 import Web3
from raiden_contracts.constants import TEST_SETTLE_TIME... | /raiden-contracts-0.50.2.tar.gz/raiden-contracts-0.50.2/raiden_contracts/utils/pending_transfers.py | 0.627152 | 0.211376 | pending_transfers.py | pypi |
from typing import Any, Callable, Dict, List
from eth_typing.evm import HexAddress
def check_secret_revealed(secrethash: bytes, secret: bytes) -> Callable[..., Any]:
def get(event: Any) -> Any:
assert event["args"]["secrethash"] == secrethash
assert event["args"]["secret"] == secret
return g... | /raiden-contracts-0.50.2.tar.gz/raiden-contracts-0.50.2/raiden_contracts/utils/events.py | 0.842766 | 0.484014 | events.py | pypi |
from eth_abi import encode_single
from eth_typing.evm import HexAddress
from web3 import Web3
from web3.types import Nonce
from raiden_contracts.constants import MessageTypeId
from raiden_contracts.utils.type_aliases import (
AdditionalHash,
BalanceHash,
ChainID,
ChannelID,
Locksroot,
PrivateKe... | /raiden-contracts-0.50.2.tar.gz/raiden-contracts-0.50.2/raiden_contracts/utils/proofs.py | 0.715325 | 0.158728 | proofs.py | pypi |
import requests
class RaidenException(Exception):
def __init__(self, status_code, body=''):
self.status_code = status_code
self.body = body
def __str__(self):
return repr("API failure: status_code: {}, body: {}".format(self.status_code, self.body))
class Raiden:
def __init__(sel... | /raiden_py-0.1.2-py3-none-any.whl/raiden_py/raiden.py | 0.842442 | 0.150496 | raiden.py | pypi |
import sys
from typing import Dict, List, Optional, Tuple
import structlog
from eth_utils import to_canonical_address
from raiden.utils.typing import Address, BlockNumber
from raiden_contracts.contract_manager import (
ContractDevEnvironment,
ContractManager,
contracts_precompiled_path,
get_contracts_... | /raiden-services-2.0.1.tar.gz/raiden-services-2.0.1/src/raiden_libs/contract_info.py | 0.613815 | 0.194808 | contract_info.py | pypi |
from dataclasses import dataclass
from raiden.utils.typing import (
Address,
BlockNumber,
Nonce,
Timestamp,
TokenAddress,
TokenNetworkAddress,
)
from raiden_contracts.utils.type_aliases import ChannelID, TokenAmount
@dataclass(frozen=True)
class Event: # pylint: disable=too-few-public-method... | /raiden-services-2.0.1.tar.gz/raiden-services-2.0.1/src/raiden_libs/events.py | 0.737442 | 0.170784 | events.py | pypi |
import os
import sqlite3
import sys
from contextlib import closing, contextmanager
from sqlite3 import Cursor
from typing import Any, Dict, Generator, List
import structlog
from dbapi_opentracing import ConnectionTracing
from eth_utils import to_canonical_address
from raiden.utils.typing import Address, BlockNumber, ... | /raiden-services-2.0.1.tar.gz/raiden-services-2.0.1/src/raiden_libs/database.py | 0.598547 | 0.185615 | database.py | pypi |
import textwrap
from datetime import timedelta
from raiden.utils.typing import BlockTimeout
DEFAULT_FILTER_INTERVAL: BlockTimeout = BlockTimeout(1_000)
MAX_FILTER_INTERVAL: BlockTimeout = BlockTimeout(100_000)
MIN_FILTER_INTERVAL: BlockTimeout = BlockTimeout(2)
DEFAULT_GAS_BUFFER_FACTOR: int = 10
DEFAULT_GAS_CHECK_BL... | /raiden-services-2.0.1.tar.gz/raiden-services-2.0.1/src/monitoring_service/constants.py | 0.507324 | 0.276541 | constants.py | pypi |
from dataclasses import dataclass, field
from typing import Iterable, Optional
from eth_typing.evm import HexAddress
from eth_utils import decode_hex, encode_hex
from web3 import Web3
from raiden.constants import EMPTY_SIGNATURE
from raiden.messages.monitoring_service import RequestMonitoring, SignedBlindedBalancePro... | /raiden-services-2.0.1.tar.gz/raiden-services-2.0.1/src/monitoring_service/states.py | 0.9292 | 0.182826 | states.py | pypi |
from dataclasses import dataclass
import structlog
from eth_utils import encode_hex
from web3 import Web3
from web3.contract import Contract
from monitoring_service import metrics
from monitoring_service.database import Database
from monitoring_service.events import (
ActionClaimRewardTriggeredEvent,
ActionMo... | /raiden-services-2.0.1.tar.gz/raiden-services-2.0.1/src/monitoring_service/handlers.py | 0.867289 | 0.16175 | handlers.py | pypi |
# Enable it in homeserver's config with:
# password_providers:
# - module: 'eth_auth_provider.EthAuthProvider'
# config:
# enabled: true
# If desired, disable registration, to only allow auth through this provider:
# enable_registration: false
# user_id must be in the format: @0x<eth_address>:<homeserver... | /raiden-synapse-modules-0.2.0rc0.tar.gz/raiden-synapse-modules-0.2.0rc0/raiden_synapse_modules/eth_auth_provider.py | 0.755997 | 0.212681 | eth_auth_provider.py | pypi |
from typing import Dict, Tuple, cast
from eth_typing import Address
from eth_utils import to_checksum_address
from web3 import Web3
from web3._utils.filters import Filter
from web3.contract import Contract
from web3.types import BlockIdentifier
from raiden_contracts.constants import CONTRACT_SERVICE_REGISTRY, EVENT_R... | /raiden-synapse-modules-0.2.0rc0.tar.gz/raiden-synapse-modules-0.2.0rc0/raiden_synapse_modules/presence_router/blockchain_support.py | 0.875121 | 0.150809 | blockchain_support.py | pypi |
<!-- PROJECT SHIELDS -->
[](https://raiden.network/)
<h4 align="center">
Fast, cheap, scalable token transfers for Ethereum
</h4>
#### Quicklinks
[![Python 3.9](https://img.shields.io/pypi/pyversions/rai... | /raiden-3.0.1.tar.gz/raiden-3.0.1/README.md | 0.787073 | 0.710013 | README.md | pypi |
import pathlib
import cv2
import PySimpleGUI as sg
from typing import Union, Optional
from rail_label.utils.mouse import Mouse
from rail_label.utils.data_set import DataSet
from rail_label.labeling.scene.scene import Scene
from rail_label.labeling.gui.simple_gui import settings_window_layout
class LabelGui:
def ... | /rail_label-0.1.2.tar.gz/rail_label-0.1.2/rail_label/label_gui.py | 0.754915 | 0.172485 | label_gui.py | pypi |
import json
from typing import Union
import pathlib
import cv2
class DataSet:
"""
Loads images and annotations.
"""
def __init__(self, dataset_path: Union[pathlib.Path, str]):
"""
Initialize the data loader.
:param dataset_path: Path containing images and annotations.
... | /rail_label-0.1.2.tar.gz/rail_label-0.1.2/rail_label/utils/data_set.py | 0.860516 | 0.433022 | data_set.py | pypi |
import pathlib
from typing import Union
from rail_label.utils.geometry import Line, Plane, intersection
import cv2
import numpy as np
class Camera:
def __init__(self, calib_file: Union[str, pathlib.Path]):
"""
:param calib_file: Path to the camera calibration file.
"""
self.orig... | /rail_label-0.1.2.tar.gz/rail_label-0.1.2/rail_label/utils/camera.py | 0.882066 | 0.596433 | camera.py | pypi |
import PySimpleGUI as sg
def settings_window_layout():
# Track drawing attributes
tracks_marks = sg.Checkbox(
"marks",
key="track.marks",
enable_events=True,
default=True,
)
tracks_fill = sg.Checkbox(
"fill",
key="track.fill",
enable_events=True,... | /rail_label-0.1.2.tar.gz/rail_label-0.1.2/rail_label/labeling/gui/simple_gui.py | 0.451327 | 0.310459 | simple_gui.py | pypi |
from typing import List, Type
import numpy as np
import cv2
from rail_label.utils.mouse import Mouse
from rail_label.labeling.scene.crosshair import CrossHair
from rail_label.labeling.scene.point import ImagePoint
class BoundingBox:
"""
Represents a bounding box marking an object.
"""
def __init__(s... | /rail_label-0.1.2.tar.gz/rail_label-0.1.2/rail_label/labeling/switch/switch.py | 0.906999 | 0.580887 | switch.py | pypi |
import numpy as np
import cv2
from rail_label.utils.mouse import Mouse
class CrossHair:
"""
Implements bounding box crosshair.
"""
def __init__(
self,
image_height: int,
image_width: int,
buffer: float = 0.025,
) -> None:
"""
:param image_height: He... | /rail_label-0.1.2.tar.gz/rail_label-0.1.2/rail_label/labeling/scene/crosshair.py | 0.90586 | 0.397237 | crosshair.py | pypi |
import pathlib
import cv2
from PIL import Image
import numpy as np
from typing import Union
from rail_label.labeling.scene.stencil import Stencil
from rail_label.labeling.scene.crosshair import CrossHair
from rail_label.labeling.track.track import RailPoint
from rail_label.labeling.scene.point import ImagePoint
from ... | /rail_label-0.1.2.tar.gz/rail_label-0.1.2/rail_label/labeling/scene/scene.py | 0.840521 | 0.2576 | scene.py | pypi |
import cv2
import numpy as np
from rail_label.utils import Camera, Mouse
class Stencil:
"""
Represents the stencil to aim for both rails.
"""
def __init__(self, track_bed_width: int, rail_width: int):
"""
:param track_bed_width: Distance from left rail right edge
... | /rail_label-0.1.2.tar.gz/rail_label-0.1.2/rail_label/labeling/scene/stencil.py | 0.913684 | 0.370425 | stencil.py | pypi |
from __future__ import annotations
import functools
import numpy
import splines
import numpy as np
from rail_label.labeling.scene.point import ImagePoint
from rail_label.utils.camera import Camera
class RailPoint(ImagePoint):
"""
Represent point on rail.
"""
def __init__(self, x: int, y: int):
... | /rail_label-0.1.2.tar.gz/rail_label-0.1.2/rail_label/labeling/track/rail.py | 0.808672 | 0.630912 | rail.py | pypi |
import pathlib
import json
import itertools
import concurrent.futures
from typing import Union, Iterable, Generator
import iteration_utilities
class LegacyConverter:
"""
Create new annotation files from old annotation files.
"""
def __init__(
self,
output_path: Union[str, pathlib.Path... | /rail_label-0.1.2.tar.gz/rail_label-0.1.2/rail_label/labeling/track/legacy_converter.py | 0.791015 | 0.191952 | legacy_converter.py | pypi |
import itertools
import cv2
import pathlib
import argparse
import concurrent.futures
from typing import Iterable, Union
import numpy as np
from rail_label.utils.data_set import DataSet
from rail_label.labeling.scene.scene import Scene
from rail_label.labeling.track.track import RailPoint
class SegmentationLabel:
... | /rail_label-0.1.2.tar.gz/rail_label-0.1.2/rail_label/labeling/track/segmentation_label.py | 0.835618 | 0.39788 | segmentation_label.py | pypi |
import cv2
import numpy as np
import splines
import functools
from rail_label.utils.camera import Camera
from rail_label.labeling.track.rail import Rail, RailPoint
class Track:
"""
Represents all information of a track.
"""
def __init__(self, track_id, relative_position: str) -> None:
"""
... | /rail_label-0.1.2.tar.gz/rail_label-0.1.2/rail_label/labeling/track/track.py | 0.898961 | 0.487795 | track.py | pypi |
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by applicable law or agreed to in writing, software
# distributed under the... | /railroadtracks-0.4.0.tar.gz/railroadtracks-0.4.0/src/rnaseq.py | 0.540681 | 0.194253 | rnaseq.py | pypi |
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by applicable law or agreed to in writing, software
# distributed under the... | /railroadtracks-0.4.0.tar.gz/railroadtracks-0.4.0/src/environment.py | 0.624408 | 0.164148 | environment.py | pypi |
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by applicable law or agreed to in writing, software
# distributed under the... | /railroadtracks-0.4.0.tar.gz/railroadtracks-0.4.0/src/easy/execution.py | 0.577614 | 0.201263 | execution.py | pypi |
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by applicable law or agreed to in writing, software
# distributed under the... | /railroadtracks-0.4.0.tar.gz/railroadtracks-0.4.0/src/easy/qsub.py | 0.715026 | 0.177205 | qsub.py | pypi |
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by applicable law or agreed to in writing, software
# distributed under the... | /railroadtracks-0.4.0.tar.gz/railroadtracks-0.4.0/src/model/misc.py | 0.731922 | 0.233215 | misc.py | pypi |
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by applicable law or agreed to in writing, software
# distributed under the... | /railroadtracks-0.4.0.tar.gz/railroadtracks-0.4.0/src/model/diffexp.py | 0.757166 | 0.294076 | diffexp.py | pypi |
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by applicable law or agreed to in writing, software
# distributed under the... | /railroadtracks-0.4.0.tar.gz/railroadtracks-0.4.0/src/model/quantify.py | 0.700895 | 0.24751 | quantify.py | pypi |
from Crypto.Cipher import AES
from Crypto import Random
import base64
import hashlib
import hmac
import json
from typing import Optional
def pad(data: bytes, block_size: int) -> bytes:
padding_len = block_size - len(data) % block_size
return data + bytes([padding_len] * padding_len)
def unpad(data: bytes, ... | /railscookie-1.0.0.tar.gz/railscookie-1.0.0/railscookie.py | 0.870418 | 0.498474 | railscookie.py | pypi |
<img src="https://raw.githubusercontent.com/juanjux/raimix/master/img/logo.png"
alt="RaiMixer logo" title="RaiMixer" align="right" width=180px />
# RaiMixer
## Demo
This video shows a simple session using RaiMixer to send a transaction to a destination
account using a single round of mixing and 3 mixing accounts (... | /raimixer-1.2.0.tar.gz/raimixer-1.2.0/README.md | 0.520253 | 0.94428 | README.md | pypi |
from rain_orm.error import SqlBuildError
class DMLDQLBuilder:
operations = ["select", "insert", "update", "delete"]
def __init__(self, table, op=None):
self.__sql_str = None
self.table = table
self.op = op
self.__select_items = list()
self.__conditions = list()
... | /rain_orm-1.0.9-py3-none-any.whl/rain_orm/sql_builder/dmldql_builder.py | 0.620047 | 0.202778 | dmldql_builder.py | pypi |
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