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 |
|---|---|---|---|---|---|
from swaggerpetstore.api_helper import APIHelper
from swaggerpetstore.models.category import Category
from swaggerpetstore.models.tag import Tag
class Pet(object):
"""Implementation of the 'Pet' model.
TODO: type model description here.
Attributes:
id (long|int): TODO: type description here.
... | /rain_pack_sdk-3.2.12-py3-none-any.whl/swaggerpetstore/models/pet.py | 0.557123 | 0.161122 | pet.py | pypi |
from swaggerpetstore.api_helper import APIHelper
class ApiResponse(object):
"""Implementation of the 'ApiResponse' model.
TODO: type model description here.
Attributes:
code (int): TODO: type description here.
mtype (str): TODO: type description here.
message (str): TODO: type d... | /rain_pack_sdk-3.2.12-py3-none-any.whl/swaggerpetstore/models/api_response.py | 0.557604 | 0.178812 | api_response.py | pypi |
from swaggerpetstore.api_helper import APIHelper
class User(object):
"""Implementation of the 'User' model.
TODO: type model description here.
Attributes:
id (long|int): TODO: type description here.
username (str): TODO: type description here.
first_name (str): TODO: type descri... | /rain_pack_sdk-3.2.12-py3-none-any.whl/swaggerpetstore/models/user.py | 0.450118 | 0.161452 | user.py | pypi |
from swaggerpetstore.api_helper import APIHelper
class Order(object):
"""Implementation of the 'Order' model.
TODO: type model description here.
Attributes:
id (long|int): TODO: type description here.
pet_id (long|int): TODO: type description here.
quantity (int): TODO: type des... | /rain_pack_sdk-3.2.12-py3-none-any.whl/swaggerpetstore/models/order.py | 0.555918 | 0.169509 | order.py | pypi |
import shutil
import os.path
from ..common.data_instance import DataInstance
from ..common import RainException, DataType
from ..common.content_type import (check_content_type, encode_value)
from ..common.attributes import TaskInfo
class Context:
def __init__(self, executor):
self._executor = executor
... | /rain_python-0.4.0-py3-none-any.whl/rain/executor/context.py | 0.571767 | 0.290993 | context.py | pypi |
import os
import sys
import socket
import base64
import cloudpickle
import contextlib
import collections
import traceback
from ..common.fs import remove_dir_content
from ..common import DataInstance, RainException
from ..common.content_type import merge_content_types
from ..common.comm import SocketWrapper
from ..comm... | /rain_python-0.4.0-py3-none-any.whl/rain/executor/executor.py | 0.441191 | 0.179081 | executor.py | pypi |
import collections
from copy import copy
from ..common.content_type import check_content_type, merge_content_types
from ..common.labeled_list import LabeledList
from .data import DataObject, DataType
class OutputBase:
"""
A multi-purpose object for specifying output data objects of tasks.
May be used in... | /rain_python-0.4.0-py3-none-any.whl/rain/client/output.py | 0.776877 | 0.452234 | output.py | pypi |
from rain.client import rpc
from ..common import RainException, ID
from . import graph
_global_sessions = []
_default_session = None
# TODO: Check attribute "active" before making remote calls
def global_session_push(session):
global _global_sessions
if not session.active:
raise RainException("Sessi... | /rain_python-0.4.0-py3-none-any.whl/rain/client/session.py | 0.470737 | 0.241556 | session.py | pypi |
from .session import get_active_session
from .data import DataObject, to_dataobj
from .output import OutputBase
from ..common import RainException, ID, LabeledList
from ..common.attributes import TaskSpec, TaskSpecInput
import traceback
_task_type_register = {}
class TaskMeta(type):
"""A metaclass to register ... | /rain_python-0.4.0-py3-none-any.whl/rain/client/task.py | 0.828037 | 0.282335 | task.py | pypi |
class Arc(object):
def __init__(self, node, data):
self.node = node
self.data = data
class Node(object):
color = None
fillcolor = None
label = ""
shape = "circle"
fontcolor = None
def __init__(self, key):
self.key = key
self.arcs = []
def add_arc(sel... | /rain_python-0.4.0-py3-none-any.whl/rain/client/graph.py | 0.644001 | 0.29899 | graph.py | pypi |
from .data import DataObject, DataType, to_dataobj
from .task import Task
class InputBase:
dataobj = None
label = None
path = None
load = None
data_type = None
content_type = None
def __init__(self,
label=None,
path=None,
dataobj=None,
... | /rain_python-0.4.0-py3-none-any.whl/rain/client/input.py | 0.493164 | 0.304455 | input.py | pypi |
import re
from .data_type import DataType
from .errors import RainException
from .ids import ID
from .utils import short_str
class AttributeBase:
"""Base class for Task/Object Spec/Info objects.
_ATTRS is a dictionary `"attribute_name": (from_json, to_json, default)`.
The convertors should raise a `Type... | /rain_python-0.4.0-py3-none-any.whl/rain/common/attributes.py | 0.736021 | 0.300932 | attributes.py | pypi |
import collections
class LabeledList(collections.MutableSequence):
"""
List data structure with additional optional unique labels for items.
Supports all list operations except `sort` (in general
`collections.MutableSequence`).
Indexing `l[x]` accepts either an integer, slice or a label.
Modi... | /rain_python-0.4.0-py3-none-any.whl/rain/common/labeled_list.py | 0.890419 | 0.583144 | labeled_list.py | pypi |
# rain_table
Interactive rain table model written by Jeffrey Kwang at UIUC, refactored for SedEdu by Andrew J Moodie.
[](https://travis-ci.org/sededu/rain_table)
[：轻量级 Python Web 应用程序框架
- [Rainbond](https://www.rainbond.com/)：开源的企业级云原生平台，撑企业应用开发、架构、交付和运维的全流程
## 安装
```shell script
$ pip install rainbond-python
或者
$ pip3 install rainbond-python
```
## 快速开始
通过 `rainbond... | /rainbond-python-1.3.7.tar.gz/rainbond-python-1.3.7/README.md | 0.425486 | 0.777215 | README.md | pypi |
import os
from rainbow import DataFile
class DataDirectory:
"""
Class representing a chromatogram data directory.
Args:
path (str): Path of the directory.
datafiles (list): All DataFile objects for the directory.
metadata (dict): Metadata for the directory.
Attributes... | /rainbow_api-1.0.2-py3-none-any.whl/rainbow/datadirectory.py | 0.761716 | 0.497376 | datadirectory.py | pypi |
import os
import warnings
import numpy as np
class DataFile:
"""
Class representing a chromatogram data file.
Args:
path (str): Path of the file.
detector (str): Detector for the file.
xlabels (numpy.ndarray): 1D array with retention times (in minutes).
ylabels (numpy.n... | /rainbow_api-1.0.2-py3-none-any.whl/rainbow/datafile.py | 0.87728 | 0.814754 | datafile.py | pypi |
import os
import struct
import numpy as np
from lxml import etree
from rainbow.datafile import DataFile
"""
MAIN PARSING METHODS
"""
def parse_allfiles(path, prec=0):
"""
Finds and parses Agilent Chemstation data files \
with a .ch, .uv, or .ms extension from a .D directory.
Args:
... | /rainbow_api-1.0.2-py3-none-any.whl/rainbow/agilent/chemstation.py | 0.78316 | 0.448245 | chemstation.py | pypi |
import os
import re
import numpy as np
from rainbow.datafile import DataFile
"""
SPECTRUM PARSING METHODS
"""
def parse_spectrum(path, prec=0):
"""
Finds and parses Waters UV and MS spectra from a .raw directory.
IMPORTANT: The HRMS data format is not supported. \
It can be differentiated from l... | /rainbow_api-1.0.2-py3-none-any.whl/rainbow/waters/masslynx.py | 0.723212 | 0.439026 | masslynx.py | pypi |
import time
import json
import itertools
import boto.cloudformation
import boto.exception
def boto_all(func, *args, **kwargs):
"""
Iterate through all boto next_token's
"""
ret = [func(*args, **kwargs)]
while ret[-1].next_token:
kwargs['next_token'] = ret[-1].next_token
ret.appen... | /rainbow-cfn-0.4.tar.gz/rainbow-cfn-0.4/rainbow/cloudformation.py | 0.628977 | 0.157493 | cloudformation.py | pypi |
import yaml
import re
from rainbow.datasources.base import DataCollectionPointer
class RainbowYamlLoader(yaml.Loader):
@staticmethod
def yaml_pointer(loader, node):
"""
DataSource pointer, wraps the string in a DataCollectionPointer() object
:param loader: loader.add_constructor param... | /rainbow-cfn-0.4.tar.gz/rainbow-cfn-0.4/rainbow/yaml_loader.py | 0.723407 | 0.336127 | yaml_loader.py | pypi |
import copy
from preprocessor_exceptions import *
class PreprocessorBase(object):
functions = {}
@classmethod
def expose(cls, name):
"""
Decorator function to expose a function as a preprocessor function
Example usage:
@PreprocessorBase.expose('MyAwesomeFunction')
... | /rainbow-cfn-0.4.tar.gz/rainbow-cfn-0.4/rainbow/preprocessor/base.py | 0.537041 | 0.285136 | base.py | pypi |
from base import PreprocessorBase
from preprocessor_exceptions import PreprocessorBaseException
from rainbow.datasources.base import DataCollectionPointer
regions_instances = {
'us-east-1': ['m3.large', 'm3.2xlarge', 'm1.small', 'c1.medium', 'cg1.4xlarge', 't1.micro', 'cr1.8xlarge',
'c3.2xlarge'... | /rainbow-cfn-0.4.tar.gz/rainbow-cfn-0.4/rainbow/preprocessor/instance_chooser.py | 0.515132 | 0.28503 | instance_chooser.py | pypi |
from datasource_exceptions import *
class DataCollectionPointer(str):
def __repr__(self):
return '<%s %s>' % (self.__class__.__name__, str.__repr__(self))
class DataSourceBaseMeta(type):
datasources = {}
@classmethod
def __new__(mcs, cls, name, bases, d):
ret = type.__new__(cls, nam... | /rainbow-cfn-0.4.tar.gz/rainbow-cfn-0.4/rainbow/datasources/base.py | 0.679923 | 0.291157 | base.py | pypi |
import matplotlib.pyplot as plt
from scipy.interpolate import interp1d
import numpy as np
from matplotlib.patches import Polygon
# colour-science throws off a lot of warnings; let's mostly ignore those
import warnings
with warnings.catch_warnings():
from colour.utilities import (
first_item,
tsta... | /rainbow-connection-0.0.16.tar.gz/rainbow-connection-0.0.16/rainbowconnection/colortools.py | 0.755727 | 0.557002 | colortools.py | pypi |
from .atmosphere import *
class Exoplanet(DiscreteAtmosphere):
def __init__(
self,
wavelength,
planet_radius,
H=20 * u.km,
altitude=0.0,
zenith_angle=0.0 * u.deg,
**kwargs
):
"""
Initialize a generic exoplanet atmosphere from a model exop... | /rainbow-connection-0.0.16.tar.gz/rainbow-connection-0.0.16/rainbowconnection/atmospheres/exoplanet.py | 0.942896 | 0.518424 | exoplanet.py | pypi |
import json
import os
import shutil
import tempfile
import warnings
from datetime import datetime
from pathlib import Path
import cv2
from moviepy.editor import ImageSequenceClip
from natsort import natsorted
from nd2reader import ND2Reader
import numpy as np
from pims import Frame
import rainbow
VID_FILE_EXT =... | /rainbow_optical_flow-2022.4.6-py3-none-any.whl/rainbow/util.py | 0.707101 | 0.330795 | util.py | pypi |
import os
from multiprocessing import Process, Queue
from pathlib import Path
from rainbow import OPTICAL_FLOW_FILENAME
from rainbow.data_analysis import analyze_data
from rainbow.optical_flow.optical_flow import compute_optical_flow
from rainbow.util import load_nd2_imgs, load_std_imgs
from tqdm import tqdm
SENTINE... | /rainbow_optical_flow-2022.4.6-py3-none-any.whl/rainbow/file_processing.py | 0.674372 | 0.341939 | file_processing.py | pypi |
import csv
import math
import os
import warnings
from itertools import chain
from pathlib import Path
import cv2
import matplotlib.pyplot as plt
import nbconvert
from nbconvert.preprocessors import CellExecutionError, ExecutePreprocessor
import nbformat
import numpy as np
from physt import polar
import scipy.sta... | /rainbow_optical_flow-2022.4.6-py3-none-any.whl/rainbow/data_analysis.py | 0.761716 | 0.364269 | data_analysis.py | pypi |
import os
import cv2
import numpy as np
import rainbow
from rainbow.optical_flow.model_factory import ModelFactory
from rainbow.util import (cleanup_dir, save_img_ser, save_img_ser_metadata,
save_optical_flow)
OPTICAL_FLOW_FILENAME = 'optical_flow.npy'
def compute_optical_flow(imgs, outp... | /rainbow_optical_flow-2022.4.6-py3-none-any.whl/rainbow/optical_flow/optical_flow.py | 0.667581 | 0.469885 | optical_flow.py | pypi |
import os
import sys
import urllib
import warnings
from argparse import Namespace
import imutils
from rainbow.optical_flow.base_model import BaseModel
MIN_DIMS = (284, 121)
CHECKPOINTS_BASE_URL = 'https://github.com/AlphonsG/GMA/raw/main/checkpoints/'
class GMA(BaseModel):
"""Optical flow model from "Learning ... | /rainbow_optical_flow-2022.4.6-py3-none-any.whl/rainbow/optical_flow/gma.py | 0.49048 | 0.201244 | gma.py | pypi |
import torch
import torch.nn as nn
import torch.nn.functional as F
from gma import Aggregate
class FlowHead(nn.Module):
def __init__(self, input_dim=128, hidden_dim=256):
super(FlowHead, self).__init__()
self.conv1 = nn.Conv2d(input_dim, hidden_dim, 3, padding=1)
self.conv2 = nn.Conv2d(hid... | /rainbow_optical_flow-2022.4.6-py3-none-any.whl/rainbow/optical_flow/third_party/gma/core/update.py | 0.924768 | 0.622201 | update.py | pypi |
import torch
import torch.nn as nn
import torch.nn.functional as F
from update import GMAUpdateBlock
from extractor import BasicEncoder
from corr import CorrBlock
from utils.utils import bilinear_sampler, coords_grid, upflow8
from gma import Attention, Aggregate
try:
autocast = torch.cuda.amp.autocast
except:
... | /rainbow_optical_flow-2022.4.6-py3-none-any.whl/rainbow/optical_flow/third_party/gma/core/network.py | 0.886972 | 0.47384 | network.py | pypi |
import torch
from torch import nn, einsum
from einops import rearrange
class RelPosEmb(nn.Module):
def __init__(
self,
max_pos_size,
dim_head
):
super().__init__()
self.rel_height = nn.Embedding(2 * max_pos_size - 1, dim_head)
self.rel_width = nn.Emb... | /rainbow_optical_flow-2022.4.6-py3-none-any.whl/rainbow/optical_flow/third_party/gma/core/gma.py | 0.924304 | 0.474509 | gma.py | pypi |
import numpy as np
import torch
import torch.utils.data as data
import torch.nn.functional as F
import os
import math
import random
from glob import glob
import os.path as osp
from utils import frame_utils
from utils.augmentor import FlowAugmentor, SparseFlowAugmentor
class FlowDataset(data.Dataset):
def __ini... | /rainbow_optical_flow-2022.4.6-py3-none-any.whl/rainbow/optical_flow/third_party/gma/core/datasets.py | 0.436862 | 0.347537 | datasets.py | pypi |
import numpy as np
import random
import math
from PIL import Image
import cv2
cv2.setNumThreads(0)
cv2.ocl.setUseOpenCL(False)
import torch
from torchvision.transforms import ColorJitter
import torch.nn.functional as F
class FlowAugmentor:
def __init__(self, crop_size, min_scale=-0.2, max_scale=0.5, do_flip=Tru... | /rainbow_optical_flow-2022.4.6-py3-none-any.whl/rainbow/optical_flow/third_party/gma/core/utils/augmentor.py | 0.750187 | 0.286949 | augmentor.py | pypi |
__author__ = "Alexan Mardigian, Techno-Hwizrdry"
from collections.abc import Iterable
from colored import attr, fg, names, stylize
from colour import Color
from functools import partial
from typing import Generator
import random
def rprint(text: object, seq: int = 0, **kwargs) -> None:
'''
Prints text in colo... | /rainbowprint-TechnoHwizrdry-0.0.1.tar.gz/rainbowprint-TechnoHwizrdry-0.0.1/rainbowprint/rainbowprint.py | 0.824638 | 0.243271 | rainbowprint.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk.aws_ec2 as _aws_cdk_aws_ec2_ceddda9d
import constructs as _constructs_77d1e7e8
class GetTunnelAddressPair(
_constru... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/ipam/__init__.py | 0.605449 | 0.253818 | __init__.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk as _aws_cdk_ceddda9d
import aws_cdk.aws_iam as _aws_cdk_aws_iam_ceddda9d
import aws_cdk.aws_sso as _aws_cdk_aws_sso_ceddd... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/sso/__init__.py | 0.663778 | 0.302184 | __init__.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk.aws_ec2 as _aws_cdk_aws_ec2_ceddda9d
import constructs as _constructs_77d1e7e8
class EnforceImdsv2(
_constructs_77d... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/ec2/__init__.py | 0.584745 | 0.234779 | __init__.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk as _aws_cdk_ceddda9d
import aws_cdk.aws_lambda as _aws_cdk_aws_lambda_ceddda9d
import aws_cdk.aws_s3 as _aws_cdk_aws_s3_c... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/apilambda/__init__.py | 0.538983 | 0.189709 | __init__.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk as _aws_cdk_ceddda9d
import aws_cdk.aws_ec2 as _aws_cdk_aws_ec2_ceddda9d
import aws_cdk.aws_networkfirewall as _aws_cdk_a... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/network/__init__.py | 0.513912 | 0.167593 | __init__.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk as _aws_cdk_ceddda9d
import aws_cdk.aws_ec2 as _aws_cdk_aws_ec2_ceddda9d
import aws_cdk.aws_iam as _aws_cdk_aws_iam_ceddd... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/dns/__init__.py | 0.572125 | 0.168412 | __init__.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk.aws_ec2 as _aws_cdk_aws_ec2_ceddda9d
import aws_cdk.custom_resources as _aws_cdk_custom_resources_ceddda9d
import constru... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/ssm/__init__.py | 0.57081 | 0.289322 | __init__.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk.aws_glue as _aws_cdk_aws_glue_ceddda9d
import aws_cdk.aws_iam as _aws_cdk_aws_iam_ceddda9d
import aws_cdk.aws_s3 as _aws_... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/glue/__init__.py | 0.571049 | 0.23855 | __init__.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk as _aws_cdk_ceddda9d
import aws_cdk.aws_networkfirewall as _aws_cdk_aws_networkfirewall_ceddda9d
import constructs as _co... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/firewall/__init__.py | 0.596081 | 0.267892 | __init__.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk.aws_iam as _aws_cdk_aws_iam_ceddda9d
import aws_cdk.aws_s3 as _aws_cdk_aws_s3_ceddda9d
import constructs as _constructs_7... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/lakeformation/__init__.py | 0.629661 | 0.241121 | __init__.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk as _aws_cdk_ceddda9d
import aws_cdk.aws_dynamodb as _aws_cdk_aws_dynamodb_ceddda9d
import aws_cdk.aws_ec2 as _aws_cdk_aws... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/cloudwan/__init__.py | 0.508544 | 0.240713 | __init__.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk.aws_ec2 as _aws_cdk_aws_ec2_ceddda9d
import constructs as _constructs_77d1e7e8
from ..dns import R53Resolverendpoints as ... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/crowdstrike/__init__.py | 0.497559 | 0.166404 | __init__.py | pypi |
import abc
import builtins
import datetime
import enum
import typing
import jsii
import publication
import typing_extensions
from typeguard import check_type
from .._jsii import *
import aws_cdk.aws_ec2 as _aws_cdk_aws_ec2_ceddda9d
import constructs as _constructs_77d1e7e8
class AwsServiceEndPoints(
_construc... | /raindancers-network.raindancers-cdk-1.29.3.tar.gz/raindancers-network.raindancers-cdk-1.29.3/src/Evpc/endpoints/__init__.py | 0.608478 | 0.21158 | __init__.py | pypi |
import datetime
import enum
import json
from pathlib import Path
from typing import Any, Final, TypeVar
import requests
from requests_oauthlib import OAuth2Session
# Support for generic oauth2 authentication *on behalf of another user*
# (ie. instead of using Raindrop.IO's TEST_TOKEN)
URL_AUTHORIZE: Final = "https://... | /raindrop_io_py-0.1.7-py3-none-any.whl/raindropiopy/api.py | 0.868743 | 0.191971 | api.py | pypi |
from typing import Final
from prompt_toolkit.styles import Style
CONTENT_TYPES: Final = {
".pdf": "application/pdf",
".py": "text/plain",
".txt": "text/plain",
".org": "text/plain",
}
COLOR_TABLE_COLUMN_1 = "#00ffff"
COLOR_TABLE_COLUMN_2 = "#00ff00"
WARNING = "#fffc00"
PROMPT_STYLE: Final = Style.f... | /raindrop_io_py-0.1.7-py3-none-any.whl/raindropiopy/cli/__init__.py | 0.669313 | 0.309141 | __init__.py | pypi |
from dataclasses import dataclass
from pathlib import Path
from typing import Callable, TypeVar
from raindropiopy import Collection
CreateRequest = TypeVar(
"CreateRequest",
) # In py3.11, we'll be able to do 'from typing import Self' instead
@dataclass
class CreateRequest:
"""Encapsulate parameters requir... | /raindrop_io_py-0.1.7-py3-none-any.whl/raindropiopy/cli/models/create_request.py | 0.896605 | 0.225193 | create_request.py | pypi |
import os
from pathlib import Path
from typing import Final
from prompt_toolkit import PromptSession
from prompt_toolkit.completion import WordCompleter
from prompt_toolkit.history import FileHistory
from rich.console import Console
from raindropiopy.cli import (
PROMPT_STYLE,
goodbye,
make_italic,
op... | /raindrop_io_py-0.1.7-py3-none-any.whl/raindropiopy/cli/models/event_loop.py | 0.537041 | 0.151812 | event_loop.py | pypi |
import webbrowser
from typing import Final
from prompt_toolkit.completion import WordCompleter
from rich.table import Table
from raindropiopy.cli import (
COLOR_TABLE_COLUMN_1,
COLOR_TABLE_COLUMN_2,
PROMPT_STYLE,
PROMPT_STYLE_WARNING,
WARNING,
prompt,
options_as_help,
)
from raindropiopy.m... | /raindrop_io_py-0.1.7-py3-none-any.whl/raindropiopy/cli/commands/view_edit.py | 0.612889 | 0.151624 | view_edit.py | pypi |
from datetime import datetime
from typing import Final
from humanize import naturaltime
from prompt_toolkit.completion import WordCompleter
from rich.table import Table
from raindropiopy.models import Collection, CollectionRef
from raindropiopy.cli import (
COLOR_TABLE_COLUMN_1,
COLOR_TABLE_COLUMN_2,
PROM... | /raindrop_io_py-0.1.7-py3-none-any.whl/raindropiopy/cli/commands/manage.py | 0.697197 | 0.229546 | manage.py | pypi |
from typing import Final
from prompt_toolkit.completion import WordCompleter
from prompt_toolkit.styles import Style
from rich import print
from raindropiopy.cli import WARNING, PROMPT_STYLE, prompt
from raindropiopy.cli.models.event_loop import EventLoop
def is_int(string: str) -> bool:
"""Make (compound) cond... | /raindrop_io_py-0.1.7-py3-none-any.whl/raindropiopy/cli/commands/__init__.py | 0.638723 | 0.178061 | __init__.py | pypi |
from rich.table import Table
from raindropiopy.cli import COLOR_TABLE_COLUMN_1, COLOR_TABLE_COLUMN_2
from raindropiopy.cli.models.event_loop import EventLoop
def process(el: EventLoop) -> None:
"""Display help."""
el.console.print("Help is here, never fear!")
def help_search(el: EventLoop) -> None:
"""... | /raindrop_io_py-0.1.7-py3-none-any.whl/raindropiopy/cli/commands/help.py | 0.483648 | 0.222531 | help.py | pypi |
# Global imports
import pandas as pd
import numpy as np
import logging
import datetime
# Local imports
from ..common.utils import chunks
def vert_aggregation(radar_data, vert_weights, grp_vertical,
visib_weight = True, visib = None):
"""
Performs vertical aggregation of radar observations a... | /rainforest_mch-1.3.3.tar.gz/rainforest_mch-1.3.3/rainforest/ml/utils.py | 0.85149 | 0.687473 | utils.py | pypi |
import math
class GPSConverter(object):
'''
GPS Converter class which is able to perform convertions between the
CH1903 and WGS84 system.
'''
def CHtoWGSheight(self, y, x, h):
"""Convert CH y/x/h to WGS height"""
# Auxiliary values (% Bern)
y_aux = (y-600000) / 1000000
... | /rainforest_mch-1.3.3.tar.gz/rainforest_mch-1.3.3/rainforest/common/wgs84_ch1903.py | 0.744006 | 0.586079 | wgs84_ch1903.py | pypi |
import numpy as np
import os
import zipfile
import datetime
import glob
import subprocess
import netCDF4
import logging
import fnmatch
import re
from textwrap import dedent
import pandas as pd # function used in retrieve_hzt_prod
from . import constants
from .lookup import get_lookup
from .utils import round_to_hour
... | /rainforest_mch-1.3.3.tar.gz/rainforest_mch-1.3.3/rainforest/common/retrieve_data.py | 0.47098 | 0.290163 | retrieve_data.py | pypi |
import os
from imageio.v2 import imread, imwrite
import glob
import pandas as pd
import numpy as np
from scipy.interpolate import interp1d
from pyart.aux_io import read_metranet
from pyart.aux_io import read_cartesian_metranet
from pyart.util import join_radar
from matplotlib import colors
from PIL import Image
import... | /rainforest_mch-1.3.3.tar.gz/rainforest_mch-1.3.3/rainforest/common/io_data.py | 0.639849 | 0.295255 | io_data.py | pypi |
# Global imports
import matplotlib as mpl
mpl.use('Agg')
from matplotlib.colors import Normalize
import matplotlib.pyplot as plt
import numpy as np
from collections import OrderedDict
REFCOLORS = OrderedDict()
REFCOLORS['RZC'] = 'k'
REFCOLORS['CPC'] = 'dimgrey'
REFCOLORS['CPCH'] = 'slategrey'
REFCOLORS['CPC.CV'] = 'li... | /rainforest_mch-1.3.3.tar.gz/rainforest_mch-1.3.3/rainforest/common/graphics.py | 0.844633 | 0.429071 | graphics.py | pypi |
from rainiee_data.base import client, login, upass
import pandas as pd
def auth(username=None, password=None):
upass.set_token(login.LoginApi(username, password).login())
def get_client():
return client.DataApi(upass.get_token())
def cn_index_eod(index_code, start_index, end_index):
return pd.DataFrame(g... | /rainiee_data-3.0.2.tar.gz/rainiee_data-3.0.2/rainiee_data/data_pro.py | 0.467332 | 0.244453 | data_pro.py | pypi |
import json
from functools import partial
import rainiee_decision_engine.base.data_pro as data_pro
class DecisionEngineClient(object):
def __init__(self,username, password):
data_pro.init_token(username,password)
def data_pro(self):
return data_pro
def get_token(self):
return da... | /rainiee_decision_engine-2.1.0.tar.gz/rainiee_decision_engine-2.1.0/rainiee_decision_engine/decision_engine_client.py | 0.579638 | 0.25804 | decision_engine_client.py | pypi |
from typing import List, Dict
import pandas as pd
from rainiee_lib.objects.orders import order
class HoldingEntries(object):
def construct(self,symbol :str, holding_qty : int, holding_price : float):
self.symbol = symbol
# 当前持仓数量
self.holding_qty = 0
# 当前持仓成本
self.holding_... | /rainiee_lib-1.0.8.112405.tar.gz/rainiee_lib-1.0.8.112405/rainiee_lib/objects/assets/asset.py | 0.521715 | 0.210381 | asset.py | pypi |
from rainiee_lib.dataframe import pandas_df
from rainiee_lib.objects import objects_utils
from rainiee_lib.constants import data_consts
import json
from typing import List
import pandas as pd
class Stock(object):
def construct(self, json_input):
self.symbol = json_input['symbol']
self.symbol_name = ... | /rainiee_lib-1.0.8.112405.tar.gz/rainiee_lib-1.0.8.112405/rainiee_lib/objects/stocks/stocks.py | 0.515864 | 0.169509 | stocks.py | pypi |
from rainiee_lib.dataframe import pandas_df
from rainiee_lib.objects import objects_utils
from rainiee_lib.constants import data_consts
import json
from typing import List
import pandas as pd
class Index(object):
def construct(self, json_input):
self.symbol = json_input['symbol']
self.symbol_name = ... | /rainiee_lib-1.0.8.112405.tar.gz/rainiee_lib-1.0.8.112405/rainiee_lib/objects/stocks/indexs.py | 0.562417 | 0.263368 | indexs.py | pypi |
from typing import List
from rainiee_lib.constants import data_consts
from rainiee_lib.objects.stocks import stocks
from rainiee_lib.objects import objects_utils
from rainiee_lib.dataframe import pandas_df
from rainiee_lib.lib import utils
import pandas as pd
import json
class RetPredictions(object):
def construct(... | /rainiee_lib-1.0.8.112405.tar.gz/rainiee_lib-1.0.8.112405/rainiee_lib/objects/predictions/ret_predictions.py | 0.735737 | 0.236131 | ret_predictions.py | pypi |
from rainiee_lib.dataframe import pandas_df
from rainiee_lib.constants import data_consts
from rainiee_lib.objects import objects_utils
import pandas as pd
import json
from typing import List
class PortfolioEntries(object):
def construct(self, symbol : str, weights : float, est_ret : float, ext = {}):
self... | /rainiee_lib-1.0.8.112405.tar.gz/rainiee_lib-1.0.8.112405/rainiee_lib/objects/portfolio/portfolio.py | 0.667906 | 0.287743 | portfolio.py | pypi |
from FGAme import *
from .boy import Boy
from .shot import Shot
from .core import randomize, Media, Physics, Timer
from pygame.locals import *
from .menu import *
import pygame
import time
import shelve
def new_game():
"""
Creates the objects needed to run the game.
"""
# Menu objects
main_menu... | /raining-man-0.1.56.tar.gz/raining-man-0.1.56/src/raining_man/world.py | 0.441914 | 0.182972 | world.py | pypi |
import os
import argparse
import glob
from pathlib import Path
from colorama import Fore, init
from pycodestyle import StyleGuide
from typing import Union
from github import Github
from git import Repo
import configparser
CONFIG_FILENAME = '.raise.conf'
VERSION_NUMBER = '1.0.1'
def test_file_exists(base_path: Path,... | /raise_tools-1.0.1-py3-none-any.whl/main.py | 0.53607 | 0.156008 | main.py | pypi |
import random
import string
import os
import sys
import numpy as np
from copy import deepcopy
from raise_utils.data.data import Data
import itertools
from raise_utils.learners import Learner
from raise_utils.metrics.metrics import ClassificationMetrics
from raise_utils.transforms.transform import Transform
import gc... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/hyperparams/dodge.py | 0.477067 | 0.238273 | dodge.py | pypi |
import random
from typing import Union, Callable
from functools import partial
from raise_utils.data import Data
from raise_utils.learners.learner import Learner
from raise_utils.metrics import ClassificationMetrics
from raise_utils.utils import _check_data
from raise_utils.hooks import Hook
from ray import tune
from... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/hyperparams/raytune.py | 0.929208 | 0.482551 | raytune.py | pypi |
from raise_utils.learners import FeedforwardDL, Autoencoder, Learner
from raise_utils.data import Data
from raise_utils.transforms import Transform
from raise_utils.hyperparams import DODGE
from raise_utils.utils import warn
import numpy as np
class BinaryGHOST(Learner):
"""
Implements the original, 2-class G... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/hyperparams/ghost.py | 0.925449 | 0.462776 | ghost.py | pypi |
from raise_utils.learners import FeedforwardDL, Autoencoder, Learner, MulticlassDL
from raise_utils.metrics import ClassificationMetrics
from raise_utils.data import Data
from raise_utils.transforms import Transform
from raise_utils.utils import warn, info
from hyperopt import hp, fmin, tpe, space_eval
from tensorflow.... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/hyperparams/multi_ghost.py | 0.925357 | 0.537588 | multi_ghost.py | pypi |
import warnings
from tensorflow.keras import Sequential
from tensorflow.keras.layers import Dense, LSTM, Embedding, SpatialDropout1D
from tensorflow.keras.preprocessing.sequence import pad_sequences
from tensorflow.keras.preprocessing.text import Tokenizer
import numpy as np
from raise_utils.learners.learner import L... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/learners/lstm.py | 0.906257 | 0.436622 | lstm.py | pypi |
import random
import pandas as pd
from raise_utils import utils
from raise_utils.data import Data
import gc
class Learner:
"""The base Learner class."""
def __init__(self, name: str = "rf", random=False, hooks: dict = None):
"""
Initializes a Learner object
:param name: The name o... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/learners/learner.py | 0.821367 | 0.298268 | learner.py | pypi |
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense
from tensorflow.keras.callbacks import EarlyStopping
from tensorflow.keras import backend as K
from tensorflow.keras.utils import to_categorical
import numpy as np
import pandas as pd
from raise_utils.learners.learner import Learne... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/learners/multiclassdl.py | 0.948561 | 0.440409 | multiclassdl.py | pypi |
import tensorflow as tf
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense
from tensorflow.keras.callbacks import EarlyStopping
from tensorflow.keras import backend as K
import numpy as np
from raise_utils.learners.learner import Learner
from raise_utils.transforms.wfo import fuzz... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/learners/feedforward.py | 0.919791 | 0.520009 | feedforward.py | pypi |
from tensorflow.keras.models import Model
from tensorflow.keras.layers import Dense, Input
from tensorflow.keras.callbacks import EarlyStopping
import numpy as np
from raise_utils.learners.learner import Learner
class Autoencoder(Learner):
"""
A standard autoencoder architecture.
"""
def __init__(sel... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/learners/autoencoder.py | 0.951244 | 0.518668 | autoencoder.py | pypi |
from sklearn.preprocessing import StandardScaler
from sklearn.preprocessing import MinMaxScaler
from sklearn.preprocessing import Normalizer
from sklearn.preprocessing import MaxAbsScaler
from sklearn.preprocessing import RobustScaler
from sklearn.preprocessing import KernelCenterer
from imblearn.over_sampling import S... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/transforms/transform.py | 0.845433 | 0.494873 | transform.py | pypi |
import numpy as np
from tensorflow.keras.utils import to_categorical
def fuzz_data(X, y, radii=(0., .3, .03)):
# identify the majority class
counts = [sum(y == i) for i in range(len(np.unique(y)))]
majority = np.argmax(counts)
if len(counts) == 1:
return X, y
fuzzed_x = []
fuzzed_y =... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/transforms/wfo.py | 0.452294 | 0.521288 | wfo.py | pypi |
import time
from raise_utils.metrics.metrics import ClassificationMetrics
from raise_utils.transforms.transform import Transform
import random
import numpy as np
import pandas as pd
import string
class Experiment:
"""
Base class for experiments
"""
def __init__(self, json: dict):
""""
... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/experiments/experiment.py | 0.665519 | 0.254286 | experiment.py | pypi |
from copy import deepcopy as kopy
import sys
import random
"""
Scott-Knot test + non parametric effect size + significance tests.
Tim Menzies, 2019. Share and enjoy. No warranty. Caveat Emptor.
Accepts data as per the following exmaple (you can ignore the "*n"
stuff, that is just there for the purposes of demos on l... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/interpret/sk.py | 0.494873 | 0.484502 | sk.py | pypi |
import os
from collections import Counter
import pandas as pd
import numpy as np
from sklearn.model_selection import train_test_split
from tensorflow.keras.utils import to_categorical
class Data:
"""Base class for data"""
def __add__(self, other):
"""
Appends a Data object
:param ot... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/data/data.py | 0.798619 | 0.591546 | data.py | pypi |
from raise_utils.metrics.impl import get_accuracy
from raise_utils.metrics.impl import get_popt20
from raise_utils.metrics.impl import get_pf
from raise_utils.metrics.impl import get_recall
from raise_utils.metrics.impl import get_roc_auc
from raise_utils.metrics.impl import get_d2h, get_d2h2
from raise_utils.metrics.i... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/metrics/metrics.py | 0.887631 | 0.23975 | metrics.py | pypi |
from sklearn.metrics import confusion_matrix
from sklearn.metrics import accuracy_score
from sklearn.metrics import f1_score
from sklearn.metrics import recall_score
from sklearn.metrics import precision_score
from sklearn.metrics import roc_auc_score
from sklearn.metrics import auc
import math
import numpy as np
def... | /raise_utils-2.0.1-py3-none-any.whl/raise_utils/metrics/impl.py | 0.909674 | 0.570331 | impl.py | pypi |
# raiseorlaunch
[](https://pypi.org/project/raiseorlaunch/)
[](https://pypi.org/project/raiseorlaunch/)
[![Build Status](https://travis-ci.com/open-dynaMIX/raiseorlaunch.svg?branch=master... | /raiseorlaunch-2.3.3.tar.gz/raiseorlaunch-2.3.3/README.md | 0.502441 | 0.916633 | README.md | pypi |
import csv
# JSON is needed for Google visualization charts
# It is not needed for resources that are just Python dictionaries
from raisin.box.config import JSON
# PICKLED is only needed when the box needs to work on the Python
# representation in order to augment the box information.
# It is not needed when the JSON ... | /raisin.box-1.4.zip/raisin.box-1.4/raisin/box/boxes.py | 0.60871 | 0.222838 | boxes.py | pypi |
import StringIO
from raisin.recipe.dashboard.table import Table
class Dashboard:
"""
Renders a dashboard using a context and a cube.
How to render the dashboard:
dashboard = Dashboard(cubes, title, description)
html = dashboard.render()
"""
def __init__(self, cubes, title, description):... | /raisin.recipe.dashboard-1.1.1.zip/raisin.recipe.dashboard-1.1.1/raisin/recipe/dashboard/dashboard.py | 0.569254 | 0.242609 | dashboard.py | pypi |
import sqlite3
from raisin.recipe.dashboard.dashboard import Dashboard
from raisin.recipe.dashboard.cube import Cube
def get_key(line):
"""
Get a key for the project_id and accession_id from the line
"""
return (line['project_id'], line['accession_id'])
def get_dimensions(context):
"""
Get ... | /raisin.recipe.dashboard-1.1.1.zip/raisin.recipe.dashboard-1.1.1/raisin/recipe/dashboard/main.py | 0.515132 | 0.332473 | main.py | pypi |
class Renderer:
"""
Render some specific items in HTML
"""
def __init__(self, output):
"""
Store the output to render to
"""
self.output = output
def render(self, header, replicate, afile, number):
"""
Render the cell depending on the header
... | /raisin.recipe.dashboard-1.1.1.zip/raisin.recipe.dashboard-1.1.1/raisin/recipe/dashboard/renderer.py | 0.696165 | 0.444203 | renderer.py | pypi |
import StringIO
class Table:
"""
Renders the dashboard table.
"""
def __init__(self, cubes):
"""
Store the contect and the cube.
"""
self.cubes = cubes
self.dimensions = cubes['experiments'].context['dimensions']
def render(self):
"""
Rende... | /raisin.recipe.dashboard-1.1.1.zip/raisin.recipe.dashboard-1.1.1/raisin/recipe/dashboard/table.py | 0.559049 | 0.352843 | table.py | pypi |
import itertools
class Cube:
"""
Implementation of a cube that provides the rows and columns and their
values.
"""
def __init__(self, context, table_name):
"""
Precalculate the row_values, col_values and dim_values.
"""
self.context = context
self.table_nam... | /raisin.recipe.dashboard-1.1.1.zip/raisin.recipe.dashboard-1.1.1/raisin/recipe/dashboard/cube.py | 0.682997 | 0.604457 | cube.py | pypi |
import os
def read_length(accession):
"""
Given a readType, parse the read length
readType can be for example:
2x50, 75D, 2x76D, 1x70D, 2x75, 1x80, 1x40, 1x75D, 2x100
2x96, 2x53, 2x76, 2x46, 2x35, 2x34, 100, 2x40, 2x50, 2x51
2x54, 2x49, 2x36, 1x36, 2x37, 50, 75
"""
length = accession... | /raisin.recipe.transformation-1.1.1.zip/raisin.recipe.transformation-1.1.1/raisin/recipe/transformation/read_length.py | 0.406273 | 0.487734 | read_length.py | pypi |
from utils import get_rna_extract_display_mapping
from utils import get_cell_display_mapping
from utils import get_localization_display_mapping
from utils import get_parameter_list
from utils import get_experiment_where
from utils import get_experiment_dict
from utils import get_parameter_values
from utils import regi... | /raisin.resource-1.4.1.zip/raisin.resource-1.4.1/raisin/resource/experiment.py | 0.47171 | 0.222658 | experiment.py | pypi |
from utils import register_resource
from utils import collect
@register_resource(resolution="replicate", partition=False)
def novel_junctions_from_annotated_exons(dbs, confs):
"""List novel junctions from annotated exons."""
description = [('chr', 'string'),
('start', 'number'),
... | /raisin.resource-1.4.1.zip/raisin.resource-1.4.1/raisin/resource/discovery.py | 0.729134 | 0.259614 | discovery.py | pypi |
import math
import random
from utils import register_resource
from utils import aggregate
from utils import run
@register_resource(resolution="replicate", partition=False)
def expression_summary(dbs, confs):
"""Return the expression summary."""
chart = {}
stats, failed = aggregate(dbs,
... | /raisin.resource-1.4.1.zip/raisin.resource-1.4.1/raisin/resource/expression.py | 0.68742 | 0.390185 | expression.py | pypi |
from utils import register_resource
from utils import aggregate
from utils import collect
from raisin.mysqldb import run_method_using_mysqldb
from restish import http
@register_resource(resolution="lane", partition=False)
def read_distribution(dbs, confs):
description = [('Replicate', 'string'),
... | /raisin.resource-1.4.1.zip/raisin.resource-1.4.1/raisin/resource/mapping.py | 0.577614 | 0.223102 | mapping.py | pypi |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.