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 torch.nn as nn
import torch.nn.functional as F
import torch
from onmt.encoders.encoder import EncoderBase
class ImageEncoder(EncoderBase):
"""A simple encoder CNN -> RNN for image src.
Args:
num_layers (int): number of encoder layers.
bidirectional (bool): bidirectional encoder.
... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/encoders/image_encoder.py | 0.950698 | 0.538437 | image_encoder.py | pypi |
import math
import torch.nn as nn
from torch.nn.utils.rnn import pack_padded_sequence as pack
from torch.nn.utils.rnn import pad_packed_sequence as unpack
from onmt.utils.rnn_factory import rnn_factory
from onmt.encoders.encoder import EncoderBase
class AudioEncoder(EncoderBase):
"""A simple encoder CNN -> RNN... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/encoders/audio_encoder.py | 0.888692 | 0.431165 | audio_encoder.py | pypi |
import os
import torch
from collections import deque
from onmt.utils.logging import logger
from copy import deepcopy
def build_model_saver(model_opt, opt, model, fields, optim):
model_saver = ModelSaver(opt.save_model,
model,
model_opt,
... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/models/model_saver.py | 0.772831 | 0.212212 | model_saver.py | pypi |
"""Train models."""
import os
import signal
import torch
import onmt.opts as opts
import onmt.utils.distributed
from onmt.utils.misc import set_random_seed
from onmt.utils.logging import init_logger, logger
from onmt.train_single import main as single_main
from onmt.utils.parse import ArgumentParser
from onmt.inputte... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/bin/train.py | 0.680666 | 0.198278 | train.py | pypi |
"""Train models."""
import os
import signal
import torch
import onmt.opts as opts
import onmt.utils.distributed
from onmt.utils.misc import set_random_seed
from onmt.utils.logging import init_logger, logger
from onmt.train_single import main as single_main
from onmt.utils.parse import ArgumentParser
from onmt.inputte... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/bin/train_profile.py | 0.681727 | 0.219212 | train_profile.py | pypi |
import codecs
import glob
import gc
import torch
from collections import Counter, defaultdict
from onmt.utils.logging import init_logger, logger
from onmt.utils.misc import split_corpus
import onmt.inputters as inputters
import onmt.opts as opts
from onmt.utils.parse import ArgumentParser
from onmt.inputters.inputter ... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/bin/preprocess.py | 0.439988 | 0.183795 | preprocess.py | pypi |
from enum import Enum
from onmt.utils.logging import logger
class PatienceEnum(Enum):
IMPROVING = 0
DECREASING = 1
STOPPED = 2
class Scorer(object):
def __init__(self, best_score, name):
self.best_score = best_score
self.name = name
def is_improving(self, stats):
raise N... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/utils/earlystopping.py | 0.884589 | 0.417331 | earlystopping.py | pypi |
import configargparse as cfargparse
import os
import torch
import onmt.opts as opts
from onmt.utils.logging import logger
class ArgumentParser(cfargparse.ArgumentParser):
def __init__(
self,
config_file_parser_class=cfargparse.YAMLConfigFileParser,
formatter_class=cfargparse.... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/utils/parse.py | 0.811974 | 0.388473 | parse.py | pypi |
import torch
import torch.optim as optim
from torch.nn.utils import clip_grad_norm_
import operator
import functools
from copy import copy
from math import sqrt
import types
import importlib
from onmt.utils.misc import fn_args
def build_torch_optimizer(model, opt):
"""Builds the PyTorch optimizer.
We use the... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/utils/optimizers.py | 0.8156 | 0.459561 | optimizers.py | pypi |
from __future__ import print_function
import time
from datetime import datetime
import onmt
from onmt.utils.logging import logger
def build_report_manager(opt, gpu_rank):
if opt.tensorboard and gpu_rank == 0:
from torch.utils.tensorboard import SummaryWriter
tensorboard_log_dir = opt.tensorboard... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/utils/report_manager.py | 0.871516 | 0.255013 | report_manager.py | pypi |
from __future__ import print_function
import math
import pickle
import torch.distributed
from onmt.utils.logging import logger
def is_master(opt, device_id):
return opt.gpu_ranks[device_id] == 0
def multi_init(opt, device_id):
dist_init_method = 'tcp://{master_ip}:{master_port}'.format(
master_ip=... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/utils/distributed.py | 0.755005 | 0.355439 | distributed.py | pypi |
from __future__ import division
import time
import math
import sys
from onmt.utils.logging import logger
class Statistics(object):
"""
Accumulator for loss statistics.
Currently calculates:
* accuracy
* perplexity
* elapsed time
"""
def __init__(self, loss=0, n_words=0, n_correct=0)... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/utils/statistics.py | 0.820146 | 0.318194 | statistics.py | pypi |
import torch
import torch.nn as nn
from onmt.decoders.decoder import DecoderBase
from onmt.modules import MultiHeadedAttention, AverageAttention
from onmt.modules.position_ffn import PositionwiseFeedForward
from onmt.utils.misc import sequence_mask
class TransformerDecoderLayer(nn.Module):
"""
Args:
d_... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/decoders/transformer.py | 0.918881 | 0.291368 | transformer.py | pypi |
import torch
import torch.nn as nn
from onmt.encoders.encoder import EncoderBase
from onmt.decoders.decoder import DecoderBase
from onmt.models import NMTModel
import onmt.model_builder
class EnsembleDecoderOutput(object):
"""Wrapper around multiple decoder final hidden states."""
def __init__(self, model_de... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/decoders/ensemble.py | 0.947064 | 0.326298 | ensemble.py | pypi |
import torch
import torch.nn as nn
from onmt.modules import ConvMultiStepAttention, GlobalAttention
from onmt.utils.cnn_factory import shape_transform, GatedConv
from onmt.decoders.decoder import DecoderBase
SCALE_WEIGHT = 0.5 ** 0.5
class CNNDecoder(DecoderBase):
"""Decoder based on "Convolutional Sequence to ... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/decoders/cnn_decoder.py | 0.907702 | 0.471832 | cnn_decoder.py | pypi |
import torch
import torch.nn as nn
from onmt.models.stacked_rnn import StackedLSTM, StackedGRU
from onmt.modules import context_gate_factory, GlobalAttention
from onmt.utils.rnn_factory import rnn_factory
from onmt.utils.misc import aeq
class DecoderBase(nn.Module):
"""Abstract class for decoders.
Args:
... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/decoders/decoder.py | 0.93115 | 0.280406 | decoder.py | pypi |
import torch
class DecodeStrategy(object):
"""Base class for generation strategies.
Args:
pad (int): Magic integer in output vocab.
bos (int): Magic integer in output vocab.
eos (int): Magic integer in output vocab.
batch_size (int): Current batch size.
device (torch.d... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/translate/decode_strategy.py | 0.903182 | 0.500549 | decode_strategy.py | pypi |
from __future__ import unicode_literals, print_function
import torch
from onmt.inputters.text_dataset import TextMultiField
class TranslationBuilder(object):
"""
Build a word-based translation from the batch output
of translator and the underlying dictionaries.
Replacement based on "Addressing the R... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/translate/translation.py | 0.833155 | 0.414366 | translation.py | pypi |
from __future__ import division
import torch
from onmt.translate import penalties
import warnings
class Beam(object):
"""Class for managing the internals of the beam search process.
Takes care of beams, back pointers, and scores.
Args:
size (int): Number of beams to use.
pad (int): Magi... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/translate/beam.py | 0.887741 | 0.269518 | beam.py | pypi |
from __future__ import division
import torch
class PenaltyBuilder(object):
"""Returns the Length and Coverage Penalty function for Beam Search.
Args:
length_pen (str): option name of length pen
cov_pen (str): option name of cov pen
Attributes:
has_cov_pen (bool): Whether coverage... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/translate/penalties.py | 0.915271 | 0.434221 | penalties.py | pypi |
import torch
from onmt.translate.decode_strategy import DecodeStrategy
def sample_with_temperature(logits, sampling_temp, keep_topk):
"""Select next tokens randomly from the top k possible next tokens.
Samples from a categorical distribution over the ``keep_topk`` words using
the category probabilities ... | /rxn_opennmt_py-1.1.4-py3-none-any.whl/onmt/translate/random_sampling.py | 0.882795 | 0.522324 | random_sampling.py | pypi |
from dataclasses import dataclass, field
from enum import Enum, auto
from pathlib import Path
from typing import Any, List, Optional
from hydra.core.config_store import ConfigStore
from omegaconf import MISSING, SI, OmegaConf
from rxn.reaction_preprocessing.utils import (
RandomType,
ReactionSection,
stan... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/config.py | 0.910491 | 0.371678 | config.py | pypi |
import logging
from pathlib import Path
import hydra
from omegaconf import OmegaConf
from rxn.reaction_preprocessing import __version__
from rxn.reaction_preprocessing.augmenter import augment
from rxn.reaction_preprocessing.config import Config, Step
from rxn.reaction_preprocessing.importer import rxn_import
from rx... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/main.py | 0.674158 | 0.244526 | main.py | pypi |
from typing import List, Optional, Tuple
from rxn.chemutils.conversion import canonicalize_smiles
from rxn.chemutils.exceptions import InvalidSmiles
from rxn.chemutils.reaction_equation import ReactionEquation
from rxn.reaction_preprocessing.annotations.missing_annotation_detector import (
MissingAnnotationDetect... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/molecule_standardizer.py | 0.964355 | 0.481271 | molecule_standardizer.py | pypi |
""" A utility class to apply standardization to the data """
from pathlib import Path
from typing import List, Optional
import pandas as pd
from rdkit import RDLogger
from rxn.chemutils.miscellaneous import remove_chiral_centers
from rxn.chemutils.reaction_smiles import parse_any_reaction_smiles
from rxn.reaction_pre... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/standardizer.py | 0.933522 | 0.44083 | standardizer.py | pypi |
import copy
from enum import Enum
from typing import Iterable, List, TypeVar, Union
from rxn.chemutils.reaction_equation import ReactionEquation
LIGHT_TOKEN = "[Lv]"
HEAT_TOKEN = "[Ts]"
class _SpecialToken(Enum):
"""
Enum class for special reaction SMILES tokens.
Useful to avoid dealing with the token ... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/special_tokens.py | 0.882403 | 0.455986 | special_tokens.py | pypi |
""" A class encapsulating filtering functionality for chemical reactions """
import itertools
from functools import partial
from typing import Callable, Generator, Iterable, List, Tuple, Union
from rxn.chemutils.exceptions import InvalidSmiles
from rxn.chemutils.reaction_equation import ReactionEquation
from rxn.chemu... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/mixed_reaction_filter.py | 0.96682 | 0.34726 | mixed_reaction_filter.py | pypi |
import logging
import random
from enum import Enum, auto
from pathlib import Path
from typing import Iterable, List, Set
import attr
import numpy
from rdkit.Chem import GetFormalCharge, Mol
from rxn.chemutils.conversion import smiles_to_mol
from rxn.chemutils.reaction_equation import ReactionEquation
from rxn.utilitie... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/utils.py | 0.872252 | 0.427815 | utils.py | pypi |
import csv
from typing import Generator
import click
from rxn.reaction_preprocessing.annotations.annotation_info import AnnotationInfo
from rxn.reaction_preprocessing.annotations.missing_annotation_detector import (
MissingAnnotationDetector,
)
from rxn.reaction_preprocessing.annotations.molecule_annotation impor... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/scripts/annotation_check.py | 0.730578 | 0.268036 | annotation_check.py | pypi |
from typing import Optional
import click
from rxn.reaction_preprocessing.annotations.molecule_annotation import (
load_annotations_multiple,
)
from rxn.reaction_preprocessing.config import DEFAULT_ANNOTATION_FILES
from rxn.reaction_preprocessing.standardizer import Standardizer
@click.command()
@click.option("-... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/scripts/find_missing_annotations.py | 0.885068 | 0.261281 | find_missing_annotations.py | pypi |
from typing import Iterable, List, Mapping, Optional, Union
from rxn.chemutils.reaction_equation import ReactionEquation
from rxn.reaction_preprocessing.annotations.molecule_annotation import (
AnnotationDecision,
MoleculeAnnotation,
)
class MoleculeReplacer:
"""
Class to replace SMILES strings by t... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/annotations/molecule_replacer.py | 0.956634 | 0.539165 | molecule_replacer.py | pypi |
import json
from enum import auto
from pathlib import Path
from typing import Any, Dict, Iterable, List, Optional, Union
import attr
from rxn.chemutils.multicomponent_smiles import multicomponent_smiles_to_list
from rxn.utilities.types import RxnEnum
class AnnotationDecision(RxnEnum):
ACCEPT = auto()
REJECT ... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/annotations/molecule_annotation.py | 0.899049 | 0.301754 | molecule_annotation.py | pypi |
from typing import Callable, Generator, Iterable, Optional, Set, Union
from rxn.chemutils.reaction_equation import ReactionEquation
from rxn.reaction_preprocessing.annotations.annotation_criterion import (
AnnotationCriterion,
)
from rxn.reaction_preprocessing.annotations.molecule_annotation import (
Molecule... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/annotations/missing_annotation_detector.py | 0.972349 | 0.469459 | missing_annotation_detector.py | pypi |
from typing import Iterable, Optional
from rxn.chemutils.reaction_equation import ReactionEquation
from rxn.reaction_preprocessing.annotations.molecule_annotation import (
AnnotationDecision,
MoleculeAnnotation,
)
class RejectedMoleculesFilter:
"""
Class to filter rejected molecules (potentially bas... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/annotations/rejected_molecules_filter.py | 0.956022 | 0.474144 | rejected_molecules_filter.py | pypi |
import itertools
from typing import Generator, Iterable, Optional, Set
from rdkit.Chem import GetPeriodicTable
from rxn.chemutils.miscellaneous import atom_type_counter
class AnnotationCriterion:
"""
Determine what molecules need an annotation, independently of the molecules
that have been annotated so f... | /rxn_reaction_preprocessing-2.2.0-py3-none-any.whl/rxn/reaction_preprocessing/annotations/annotation_criterion.py | 0.940394 | 0.337081 | annotation_criterion.py | pypi |
import itertools
from typing import (
Any,
Callable,
Generator,
Iterable,
Iterator,
List,
Optional,
Sequence,
Set,
Tuple,
TypeVar,
)
T = TypeVar("T")
V = TypeVar("V")
def all_identical(sequence: Sequence[Any]) -> bool:
"""Evaluates whether all the elements of a sequenc... | /rxn-utils-1.5.1.tar.gz/rxn-utils-1.5.1/src/rxn/utilities/containers.py | 0.907893 | 0.544801 | containers.py | pypi |
import logging
from enum import Enum
from typing import Iterable, Union
from .files import PathLike
logger = logging.getLogger(__name__)
logger.addHandler(logging.NullHandler())
class LoggingFormat(Enum):
"""
Common logging formats used in the RXN universe.
"""
BASIC = "[%(asctime)s %(levelname)s] ... | /rxn-utils-1.5.1.tar.gz/rxn-utils-1.5.1/src/rxn/utilities/logging.py | 0.872728 | 0.328543 | logging.py | pypi |
import re
dash_characters = [
"-", # hyphen-minus
"–", # en dash
"—", # em dash
"−", # minus sign
"", # soft hyphen
]
def remove_prefix(text: str, prefix: str, raise_if_missing: bool = False) -> str:
"""Removes a prefix from a string, if present at its beginning.
Args:
text... | /rxn-utils-1.5.1.tar.gz/rxn-utils-1.5.1/src/rxn/utilities/strings.py | 0.832747 | 0.288184 | strings.py | pypi |
import errno
import os
import random
import shutil
import sys
import tempfile
from contextlib import ExitStack, contextmanager
from pathlib import Path
from typing import Iterable, Iterator, List, Tuple, Union
from typing_extensions import TypeAlias
from .basic import temporary_random_seed
from .containers import all... | /rxn-utils-1.5.1.tar.gz/rxn-utils-1.5.1/src/rxn/utilities/files.py | 0.675015 | 0.350352 | files.py | pypi |
from __future__ import annotations
import csv
from typing import Iterator, List, TextIO, Type, TypeVar
_CsvIteratorT = TypeVar("_CsvIteratorT", bound="CsvIterator")
class CsvIterator:
"""Class to easily iterate through CSV files while having easy
access to the column names.
Note: the choice to not hand... | /rxn-utils-1.5.1.tar.gz/rxn-utils-1.5.1/src/rxn/utilities/csv/csv_iterator.py | 0.888227 | 0.353707 | csv_iterator.py | pypi |
from inspect import Signature, signature
from typing import Any, Callable, List, Tuple, Type, Union
from attr import define
from tqdm import tqdm
from typing_extensions import TypeAlias
from ..files import PathLike, count_lines
from . import CsvIterator
# Transformation function as actually used under the hood
_Tran... | /rxn-utils-1.5.1.tar.gz/rxn-utils-1.5.1/src/rxn/utilities/csv/streaming_csv_editor.py | 0.933416 | 0.532243 | streaming_csv_editor.py | pypi |
import os
from functools import lru_cache
from typing import Any, Dict, Optional
import pymongo
from pydantic import Extra
try:
# pydantic >= 2, requires the pydantic_settings package
from pydantic_settings import BaseSettings # type: ignore[import,unused-ignore]
except ImportError:
# pydantic < 2
fr... | /rxn-utils-1.5.1.tar.gz/rxn-utils-1.5.1/src/rxn/utilities/databases/pymongo.py | 0.884595 | 0.229546 | pymongo.py | pypi |
import logging
import os
import sys
import click
import click_log
import colorama
from rxncon.input.excel_book.excel_book import ExcelBook
from rxncon.visualization.regulatory_graph import SpeciesReactionGraph
from rxncon.visualization.graphML import XGMML
from rxncon.visualization.graphML import map_layout2xgmml
l... | /rxncon-2.0b14.tar.gz/rxncon-2.0b14/rxncon2srgraph.py | 0.477798 | 0.155431 | rxncon2srgraph.py | pypi |
from __future__ import unicode_literals
from django.db import migrations, models
class Migration(migrations.Migration):
initial = True
dependencies = [
]
operations = [
migrations.CreateModel(
name='Bool_from_rxnconsys',
fields=[
('id', models.AutoFi... | /rxncon_workbench-0.99.1.tar.gz/rxncon_workbench-0.99.1/src/boolean_model/migrations/0001_initial.py | 0.645679 | 0.174164 | 0001_initial.py | pypi |
from rxndb_utils.db_base import DBBase
class TableMol(DBBase):
def __init__(self, host: str, port: int, database: str, user: str, password: str,
table_name: str = 'base.mol'):
super(TableMol, self).__init__(host, port, database, user, password)
self._cols = ['mid', 'smiles', 'i... | /rxndb_utils-0.0.7.tar.gz/rxndb_utils-0.0.7/rxndb_utils/table_mol.py | 0.408631 | 0.175326 | table_mol.py | pypi |
from rdkit.Chem import AllChem
from rxndb_utils.db_base import DBBase
from rxndb_utils.table_mol import TableMol
from rxndb_utils.sql_utils import SQLUtils
class TableRxn(DBBase):
def __init__(self, host: str, port: int, database: str, user: str, password: str,
table_name: str = 'base.rxn'):
... | /rxndb_utils-0.0.7.tar.gz/rxndb_utils-0.0.7/rxndb_utils/table_rxn.py | 0.611266 | 0.242688 | table_rxn.py | pypi |
# Reaction Optimisation Goal Iteration (ROGI) Agent
The folder contains the source, resource, and Docker setup files for the Reaction Optimisation Goal Iteration (ROGI) Agent, following the suggestions on a template provide as `TheWorldAvatar/JPS_BASE_LIB/python_derivation_agent/README.md`.
## Purpose
The Reaction Op... | /rxnoptgoaliteragent-0.0.2.tar.gz/rxnoptgoaliteragent-0.0.2/README.md | 0.487063 | 0.862641 | README.md | pypi |
from warnings import warn
from rxnpy.chemical.ingredient import Ingredient
from rxnpy.reaction.tools.ingredients_calc import QuantityCalculator, RelativeCalculator
class IngredientsError(Exception):
pass
class Ingredients:
_error = IngredientsError
_label_length = 12
def __init__(self, *args):
... | /reaction/ingredients.py | 0.843605 | 0.315051 | ingredients.py | pypi |
from typing import Union
from warnings import warn
from src.rxnpy import Quantity, Unit
from src.rxnpy.chemical.ingredient import Ingredient, IngrRole
DEFAULT_DENSITY = 1 * Unit("g/ml")
class IngrCalculatorError(Exception):
pass
class QuantityCalculator:
_error = IngrCalculatorError
def calc_mass_vo... | /reaction/tools/ingredients_calc.py | 0.907492 | 0.485844 | ingredients_calc.py | pypi |
import boto3
import argparse
import time
SLA_ZONE_ID = "SLA_ZONE_ID"
PERSONAL_ONE = "Z1XY6GIMZ8S0NH"
### Todo : make -d flag actually work from cli,
## cleanup and get_obj etc
class DNSEntry:
"""
Wraps AWS's Route 53 DNS service to either insert a record, or to pull a record from a given domain.
"""
... | /rxpipe-0.7.0-py3-none-any.whl/remotelib/route53.py | 0.485356 | 0.164382 | route53.py | pypi |
import rx
import rxsci_river as rsr
from river import base
def prequential(model, pretrain_size=200):
"""Prequential predict/train evaluation of a model
The source items may or may not have associated labels. If a label is
present, then the item is used for training. Otherwise only inference is done.
... | /rxsci-river-0.1.0.tar.gz/rxsci-river-0.1.0/rxsci_river/evaluate/prequential.py | 0.828939 | 0.415788 | prequential.py | pypi |
import logging
from datetime import datetime, date, time
from typing import Union, Optional
import backoff
import requests
from deprecated import deprecated
from ryanair.types import Flight, Trip
logger = logging.getLogger("ryanair")
logger.setLevel(logging.INFO)
console_handler = logging.StreamHandler()
formatter ... | /ryanair_py-2.3.1-py3-none-any.whl/ryanair/ryanair.py | 0.764364 | 0.170439 | ryanair.py | pypi |
class Token():
def __init__(self, y=None, x=None):
self.y = y
self.x = x
self.shape = []
def read_token(self):
self.y, self.x = map(int, input()[:-1].split(' ')[1:])
self.shape = []
for _ in range(self.y):
self.shape.append(input())
def get_tople... | /ryaoi_filler-0.1.10.tar.gz/ryaoi_filler-0.1.10/src/ryaoi_filler/cli.py | 0.407451 | 0.225651 | cli.py | pypi |
class Token():
def __init__(self, y=None, x=None):
self.y = y
self.x = x
self.shape = []
def read_token(self):
self.y, self.x = map(int, input()[:-1].split(' ')[1:])
self.shape = []
for _ in range(self.y):
self.shape.append(input())
def get_tople... | /ryaoi2_filler-1.0.0-py3-none-any.whl/ryaoi2_filler/cli.py | 0.407451 | 0.225651 | cli.py | pypi |
from google.protobuf import empty_pb2
class CreateModelMixin:
def Create(self, request, context):
"""
Create a model instance.
The request should be a proto message of ``serializer.Meta.proto_class``.
If an object is created this returns a proto message of
``serializer.Met... | /ryca_django_grpc-1.0.13-py3-none-any.whl/ryca_django_grpc/mixins.py | 0.827793 | 0.198025 | mixins.py | pypi |
from django.db.models.query import QuerySet
from django.shortcuts import get_object_or_404
from django.core.exceptions import ValidationError
from django.http import Http404
import grpc
from ryca_django_grpc.utils import model_meta
from ryca_django_grpc import mixins, services
class GenericService(services.Service):... | /ryca_django_grpc-1.0.13-py3-none-any.whl/ryca_django_grpc/generics.py | 0.875228 | 0.1937 | generics.py | pypi |
import base64
import hashlib
import random
import string
from time import sleep
import requests
API_URL = "https://returnyoutubedislikeapi.com"
HEADERS = {"User-Agent": "https://github.com/bbilly1/ryd-client v0.0.6"}
class Login:
"""handle user registation"""
def __init__(self, user_id=False):
sel... | /ryd_client-0.0.6-py3-none-any.whl/ryd_client/ryd_client.py | 0.570092 | 0.162646 | ryd_client.py | pypi |
import os
import pickle
import jsonpickle
class FileService:
"""
The File Service class reads/uploads files with the given name.
Uses the PICKLE library to serialize data
:param filename: File name to read or write
"""
def __init__(self,
filename):
"""
Constr... | /rydeen-lesson-notebook-bad-code-0.1.3.tar.gz/rydeen-lesson-notebook-bad-code-0.1.3/terminal_notebook_project/file_models.py | 0.741487 | 0.35942 | file_models.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 ... | /ryk_distributions-0.1.tar.gz/ryk_distributions-0.1/ryk_distributions/Gaussiandistribution.py | 0.688364 | 0.853058 | Gaussiandistribution.py | pypi |
import dataclasses as dcs
import logging
from collections import abc, defaultdict
from functools import singledispatch
from typing import Any, Callable, Generator, Iterable, Mapping
from . import variation
LOGGER = logging.getLogger(__name__)
class AliasError(KeyError):
...
def _default_transforms() -> Iterab... | /rym_alias-0.1.1.tar.gz/rym_alias-0.1.1/rym/alias/_alias.py | 0.894792 | 0.37439 | _alias.py | pypi |
import dataclasses as dcs
import itertools
import json
import logging
from collections import ChainMap, abc, defaultdict
from functools import singledispatch
from pathlib import Path
from pprint import pformat
from typing import Any, Callable, Generator, Iterable, Mapping, Optional
from ._alias import Alias, AliasErro... | /rym_alias-0.1.1.tar.gz/rym_alias-0.1.1/rym/alias/_aliasresolver.py | 0.943148 | 0.195729 | _aliasresolver.py | pypi |
import logging
from collections import abc, deque
from functools import singledispatch
from traceback import TracebackException
from typing import Any, Deque, Iterable, Mapping, Optional, Union
from ._delim import get_delimiter
LOGGER = logging.getLogger(__name__)
__DEFAULT = "any random string that is unlikely to be... | /rym_lpath-0.3.1.tar.gz/rym_lpath-0.3.1/rym/lpath/_get.py | 0.831656 | 0.17075 | _get.py | pypi |
import logging
import re
from collections import abc
from functools import singledispatch
from re import Pattern
from typing import Any, Iterable, Tuple, Union
from .structures import TokenSpec
LOGGER = logging.getLogger(__name__)
try:
from functools import cache
except ImportError: # pragma: no cover
from ... | /rym_token-0.1.3.tar.gz/rym_token-0.1.3/rym/token/regex.py | 0.812682 | 0.266757 | regex.py | pypi |
import calendar
import datetime as dt
import itertools
import logging
import re
from typing import Callable, Iterable, Optional, Tuple
from rym.token.structures import TokenSpec
try:
from functools import cache
except ImportError: # pragma: no cover
from functools import lru_cache
cache = lru_cache(maxs... | /rym_token-0.1.3.tar.gz/rym_token-0.1.3/rym/token/tokenspec.py | 0.870831 | 0.316363 | tokenspec.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 ... | /ryroraf_distributions-0.1.tar.gz/ryroraf_distributions-0.1/ryroraf_distributions/Gaussiandistribution.py | 0.688364 | 0.853058 | Gaussiandistribution.py | pypi |
from pathlib import Path
from invoke import task
from jinja2 import Template
@task
def lint(c):
""""""
for system in ["rys"]:
c.run(f"python3 -m black {system}")
c.run(f"python3 -m pylint {system}")
@task
def test(c):
""""""
c.run("python3 -m unittest discover tests 'test_*' -v")
@... | /rys-0.0.1.tar.gz/rys-0.0.1/tasks.py | 0.646014 | 0.17676 | tasks.py | pypi |
import time
from dataclasses import dataclass
from datetime import datetime
from typing import Any, Dict, List, Optional
import web3
from rysk_client.src.collateral import CollateralFactory
from rysk_client.src.constants import (ARBITRUM_GOERLI, CHAINS_TO_SUBGRAPH_URL,
USDC_MULT... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/client.py | 0.865622 | 0.159577 | client.py | pypi |
from typing import Any
from aea.common import JSONLike
from aea.contracts.base import Contract
from aea.crypto.base import Address, LedgerApi
from rysk_client.packages.eightballer.contracts.opyn_option_registry import \
PUBLIC_ID
class OpynOptionRegistry(Contract): # pylint: disable=too-many-public-methods
... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/packages/eightballer/contracts/opyn_option_registry/contract.py | 0.945336 | 0.194865 | contract.py | pypi |
from typing import Any
from aea.common import JSONLike
from aea.contracts.base import Contract
from aea.crypto.base import Address, LedgerApi
from rysk_client.packages.eightballer.contracts.option_exchange import \
PUBLIC_ID
class OptionExchange(Contract): # pylint: disable=too-many-public-methods
"""The s... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/packages/eightballer/contracts/option_exchange/contract.py | 0.940599 | 0.182353 | contract.py | pypi |
from typing import Any
from aea.common import JSONLike
from aea.contracts.base import Contract
from aea.crypto.base import Address, LedgerApi
from rysk_client.packages.eightballer.contracts.user_position_lens import \
PUBLIC_ID
class UserPositionLens(Contract):
"""The scaffold contract class for a smart con... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/packages/eightballer/contracts/user_position_lens/contract.py | 0.93402 | 0.181118 | contract.py | pypi |
from typing import Any
from aea.common import JSONLike
from aea.contracts.base import Contract
from aea.crypto.base import Address, LedgerApi
from rysk_client.packages.eightballer.contracts.o_token import PUBLIC_ID
class OToken(Contract):
"""The scaffold contract class for a smart contract."""
contract_id ... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/packages/eightballer/contracts/o_token/contract.py | 0.945349 | 0.193243 | contract.py | pypi |
from typing import Any
from aea.common import JSONLike
from aea.contracts.base import Contract
from aea.crypto.base import Address, LedgerApi
from rysk_client.packages.eightballer.contracts.weth import PUBLIC_ID
class Weth(Contract):
"""The scaffold contract class for a smart contract."""
contract_id = PUB... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/packages/eightballer/contracts/weth/contract.py | 0.943112 | 0.185099 | contract.py | pypi |
from typing import Any
from aea.common import JSONLike
from aea.contracts.base import Contract
from aea.crypto.base import LedgerApi
from rysk_client.packages.eightballer.contracts.d_h_v_lens import PUBLIC_ID
class DHVLens(Contract):
"""The scaffold contract class for a smart contract."""
contract_id = PUB... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/packages/eightballer/contracts/d_h_v_lens/contract.py | 0.938836 | 0.178705 | contract.py | pypi |
from typing import Any
from aea.common import JSONLike
from aea.contracts.base import Contract
from aea.crypto.base import Address, LedgerApi
from rysk_client.packages.eightballer.contracts.opyn_controller import \
PUBLIC_ID
class OpynController(Contract): # pylint: disable=too-many-public-methods
"""The s... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/packages/eightballer/contracts/opyn_controller/contract.py | 0.93402 | 0.176618 | contract.py | pypi |
from typing import Any
from aea.common import JSONLike
from aea.contracts.base import Contract
from aea.crypto.base import LedgerApi
from rysk_client.packages.eightballer.contracts.beyond_pricer import PUBLIC_ID
class BeyondPricer(Contract): # pylint: disable=too-many-public-methods
"""The scaffold contract cl... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/packages/eightballer/contracts/beyond_pricer/contract.py | 0.935332 | 0.175609 | contract.py | pypi |
from typing import Any
from aea.common import JSONLike
from aea.contracts.base import Contract
from aea.crypto.base import Address, LedgerApi
from rysk_client.packages.eightballer.contracts.usdc import PUBLIC_ID
class Usdc(Contract):
"""The scaffold contract class for a smart contract."""
contract_id = PUB... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/packages/eightballer/contracts/usdc/contract.py | 0.944957 | 0.180865 | contract.py | pypi |
import os
from dataclasses import dataclass
from pathlib import Path
from typing import Dict, Optional
def from_camel_case_to_snake_case(string: str):
"""Convert a string from camel case to snake case.
Note: If the string is all uppercase, it will be converted to lowercase.
"""
if string.isupper():
... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/src/constants.py | 0.823257 | 0.286345 | constants.py | pypi |
from dataclasses import dataclass
from datetime import datetime
from enum import Enum
from typing import Dict, List, Optional
from rysk_client.src.collateral import CollateralFactory
from rysk_client.src.constants import USDC_MULTIPLIER, WETH_MULTIPLIER, Chain
EXPIRATION_TIME = "08:00:00"
@dataclass
class TradingSp... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/src/rysk_option_market.py | 0.915766 | 0.275308 | rysk_option_market.py | pypi |
class Trade:
"""Class to represent a trade."""
def __init__(
self,
quantity=None,
price=None,
total_cost=None,
market=None,
side=None,
fee=None,
trade_id=None,
):
if sum([quantity is None, price is None, total_cost is None]) != 1:
... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/src/pnl_calculator.py | 0.932184 | 0.424531 | pnl_calculator.py | pypi |
from dataclasses import dataclass
from enum import Enum
from rysk_client.src.action_type import ActionType, RyskActionType
from rysk_client.src.collateral import CollateralFactory
from rysk_client.src.constants import (EMPTY_SERIES, NULL_ADDRESS, NULL_DATA,
Chain)
from rysk_clien... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/src/operation_factory.py | 0.864439 | 0.289573 | operation_factory.py | pypi |
import json
import logging
import sys
from copy import deepcopy
from dataclasses import asdict
from typing import Any, Dict, List, Optional
from rich import print_json
from rich.console import Console
from rich.logging import RichHandler
from rich.table import Table
from web3 import Web3
from rysk_client.src.constant... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/src/utils.py | 0.578805 | 0.183191 | utils.py | pypi |
import json
from dataclasses import dataclass
from typing import Any, Dict, List
import requests
from rysk_client.src.constants import DEFAULT_TIMEOUT
MARKET_SUBGRAPH_QUERY = """
{series (
where: {
or:[
{
isBuyable: true
},
{
isSellable: true
}
]
}
)
... | /rysk_client-0.2.15-py3-none-any.whl/rysk_client/src/subgraph.py | 0.728362 | 0.202207 | subgraph.py | pypi |
from torch import nn
import numpy as np
import torch
from torch.autograd import Function
DEVICE = "cpu"
class CustomLoss(Function): # pylint: disable=W0223
"""A custom autograd function for the smooth loss component of the RhythmNet loss function."""
@staticmethod
def forward(ctx, hr_t, hr_outs, T): # p... | /rythmnet_func-0.0.1-py3-none-any.whl/rythmnet_func/utils/rhythmnet_loss.py | 0.963549 | 0.624093 | rhythmnet_loss.py | pypi |
import os
import io
import PIL
import numpy as np
import matplotlib.pyplot as plt
from torchvision.transforms import ToTensor
def gt_vs_est(data1, data2, plot_path=None, to_buffer=False):
data1 = np.asarray(data1)
data2 = np.asarray(data2)
fig, axis = plt.subplots()
axis.scatter(data1, data2)
ax... | /rythmnet_func-0.0.1-py3-none-any.whl/rythmnet_func/utils/plot_scripts.py | 0.825941 | 0.639905 | plot_scripts.py | pypi |
from tqdm import tqdm
import torch
DEVICE="cpu"
def train_fn(model, data_loader, optimizer, loss_fn,batch_size):
model.train()
fin_loss = 0
target_hr_list = []
predicted_hr_list = []
tk_iterator = tqdm(data_loader, total=len(data_loader))
for batch_data in tk_iterator:
for data in ba... | /rythmnet_func-0.0.1-py3-none-any.whl/rythmnet_func/utils/engine_vipl.py | 0.755547 | 0.29931 | engine_vipl.py | pypi |
from torch import nn
import numpy as np
import torch
from torch.autograd import Function
DEVICE = "cpu"
class CustomLoss(Function): # pylint: disable=W0223
"""A custom autograd function for the smooth loss component of the RhythmNet loss function."""
@staticmethod
def forward(ctx, hr_t, hr_outs, T): # p... | /rythmnet_functions-0.0.1-py3-none-any.whl/rythmnet_functions/utils_func/rhythmnet_loss.py | 0.963549 | 0.624093 | rhythmnet_loss.py | pypi |
import os
import io
import PIL
import numpy as np
import matplotlib.pyplot as plt
from torchvision.transforms import ToTensor
def gt_vs_est(data1, data2, plot_path=None, to_buffer=False):
data1 = np.asarray(data1)
data2 = np.asarray(data2)
fig, axis = plt.subplots()
axis.scatter(data1, data2)
ax... | /rythmnet_functions-0.0.1-py3-none-any.whl/rythmnet_functions/utils_func/plot_scripts.py | 0.825941 | 0.639905 | plot_scripts.py | pypi |
from tqdm import tqdm
import torch
DEVICE="cpu"
def train_fn(model, data_loader, optimizer, loss_fn,batch_size):
model.train()
fin_loss = 0
target_hr_list = []
predicted_hr_list = []
tk_iterator = tqdm(data_loader, total=len(data_loader))
for batch_data in tk_iterator:
for data in ba... | /rythmnet_functions-0.0.1-py3-none-any.whl/rythmnet_functions/utils_func/engine_vipl.py | 0.755547 | 0.29931 | engine_vipl.py | pypi |
import torch
import numpy as np
from PIL import Image
from PIL import ImageFile
from torch.utils.data import Dataset
from utils.signal_utils import read_target_data, calculate_hr, get_hr_data
ImageFile.LOAD_TRUNCATED_IMAGES = True
class DataLoaderRhythmNet(Dataset):
"""
Dataset class for RhythmNet
""... | /src/utils/dataset.py | 0.763836 | 0.315485 | dataset.py | pypi |
import json
from qtpy.QtCore import QObject, Signal
from qtpy.QtGui import QFontDatabase
from .flows.FlowTheme import FlowTheme, flow_themes
from .GlobalAttributes import Location
class Design(QObject):
"""Design serves as a container for the stylesheet and flow themes, and sends signals to notify GUI elements
... | /ryvencore_qt-0.4.0a2-py3-none-any.whl/ryvencore_qt/src/Design.py | 0.541651 | 0.164852 | Design.py | pypi |
import bisect
import enum
import json
import pathlib
from math import sqrt
from typing import List, Dict
from qtpy.QtCore import QPointF, QByteArray
from ryvencore.utils import serialize, deserialize
from .GlobalAttributes import *
class Container:
"""used for threading; accessed from multiple threads"""
d... | /ryvencore_qt-0.4.0a2-py3-none-any.whl/ryvencore_qt/src/utils.py | 0.518546 | 0.255802 | utils.py | pypi |
from typing import List
from qtpy.QtCore import QObject, Signal, Qt
from qtpy.QtWidgets import QWidget, QApplication
import ryvencore
from .flows.FlowView import FlowView
from .Design import Design
from .GUIBase import GUIBase
class SessionGUI(GUIBase, QObject):
"""
ryvencore-qt's Session wrapper class, im... | /ryvencore_qt-0.4.0a2-py3-none-any.whl/ryvencore_qt/src/SessionGUI.py | 0.803212 | 0.344636 | SessionGUI.py | pypi |
from qtpy.QtCore import QObject, QPointF
from qtpy.QtWidgets import QUndoCommand
from .drawings.DrawingObject import DrawingObject
from .nodes.NodeItem import NodeItem
from typing import Tuple
from ryvencore.NodePort import NodePort, NodeInput, NodeOutput
class FlowUndoCommand(QObject, QUndoCommand):
"""
The... | /ryvencore_qt-0.4.0a2-py3-none-any.whl/ryvencore_qt/src/flows/FlowCommands.py | 0.580947 | 0.289898 | FlowCommands.py | pypi |
from qtpy.QtCore import QObject, QPropertyAnimation, Property
from qtpy.QtGui import QColor
from qtpy.QtWidgets import QGraphicsItem
class NodeItemAnimator(QObject):
def __init__(self, node_item):
super(NodeItemAnimator, self).__init__()
self.node_item = node_item
self.animation_running ... | /ryvencore_qt-0.4.0a2-py3-none-any.whl/ryvencore_qt/src/flows/nodes/NodeItemAnimator.py | 0.606732 | 0.175467 | NodeItemAnimator.py | pypi |
from qtpy.QtCore import QRectF, QPointF, QSizeF, Property
from qtpy.QtGui import QFont, QFontMetricsF, QColor
from qtpy.QtWidgets import QGraphicsWidget, QGraphicsLayoutItem, QGraphicsItem
from ...utils import get_longest_line
class TitleLabel(QGraphicsWidget):
def __init__(self, node_gui, node_item):
s... | /ryvencore_qt-0.4.0a2-py3-none-any.whl/ryvencore_qt/src/flows/nodes/NodeItem_TitleLabel.py | 0.691706 | 0.308281 | NodeItem_TitleLabel.py | pypi |
import json
from qtpy.QtWidgets import QLineEdit, QWidget, QLabel, QGridLayout, QHBoxLayout, QSpacerItem, QSizePolicy, QStyleOption, QStyle
from qtpy.QtGui import QFont, QPainter, QColor, QDrag
from qtpy.QtCore import Signal, Qt, QMimeData
class NodeWidget(QWidget):
chosen = Signal()
custom_focused_from_ins... | /ryvencore_qt-0.4.0a2-py3-none-any.whl/ryvencore_qt/src/flows/node_list_widget/NodeWidget.py | 0.401688 | 0.162646 | NodeWidget.py | pypi |
from ryzom_django_channels.models import (
Publication,
Subscription,
Registration
)
model_templates = dict()
def model_template(name):
global model_templates
def decorator(component):
model_templates[name] = component
return component
return decorator
class ReactiveBase:
... | /ryzom-0.7.11.tar.gz/ryzom-0.7.11/src/ryzom_django_channels/components.py | 0.590189 | 0.170266 | components.py | pypi |
from asgiref.sync import async_to_sync
from channels.layers import get_channel_layer
def send_insert(sub, model, tmpl, id):
'''
Send insert message.
Function used to send a DDP message to a specific client
via the channel layer.
Uses the template class associated with a publication
to create a... | /ryzom-0.7.11.tar.gz/ryzom-0.7.11/src/ryzom_django_channels/ddp.py | 0.782205 | 0.394842 | ddp.py | pypi |
import importlib
import secrets
import uuid
from django.conf import settings
from django.contrib.auth.models import User
from django.contrib.postgres.fields import ArrayField, JSONField
from django.db import models
from django.db.models import JSONField
from django.utils import timezone
class Client(models.Model):
... | /ryzom-0.7.11.tar.gz/ryzom-0.7.11/src/ryzom_django_channels/models.py | 0.563138 | 0.239572 | models.py | pypi |
class Formater(object):
"""
A very simple code formater that handles efficient concatenation and indentation of lines.
"""
def __init__(self, indent_string=" "):
self.__buffer = []
self.__indentation = 0
self.__indent_string = indent_string
self.__indent_temp = ""
... | /ryzom-0.7.11.tar.gz/ryzom-0.7.11/src/py2js/formater.py | 0.613584 | 0.287143 | formater.py | pypi |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.