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gunpowder
gunpowder-master/gunpowder/nodes/hdf5like_write_base.py
from .batch_filter import BatchFilter from gunpowder.batch_request import BatchRequest from gunpowder.coordinate import Coordinate from gunpowder.roi import Roi import logging import os import warnings logger = logging.getLogger(__name__) class Hdf5LikeWrite(BatchFilter): """Assemble arrays of passing batches in...
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gunpowder
gunpowder-master/gunpowder/nodes/zarr_source.py
from gunpowder.ext import ZarrFile from gunpowder.batch import Batch from gunpowder.coordinate import Coordinate from gunpowder.profiling import Timing from gunpowder.roi import Roi from gunpowder.array import Array from gunpowder.array_spec import ArraySpec from .batch_provider import BatchProvider from zarr._storage...
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py
gunpowder
gunpowder-master/gunpowder/nodes/balance_labels.py
from .batch_filter import BatchFilter from gunpowder.array import Array from gunpowder.batch_request import BatchRequest from gunpowder.batch import Batch from collections.abc import Iterable import itertools import logging import numpy as np logger = logging.getLogger(__name__) class BalanceLabels(BatchFilter): ...
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gunpowder
gunpowder-master/gunpowder/nodes/generic_train.py
import glob import logging import multiprocessing import re import time from gunpowder.nodes.batch_filter import BatchFilter from gunpowder.producer_pool import ProducerPool, WorkersDied, NoResult from gunpowder.array import ArrayKey from gunpowder.array_spec import ArraySpec from gunpowder.batch_request import BatchR...
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gunpowder
gunpowder-master/gunpowder/nodes/graph_source.py
import logging import networkx as nx import numpy as np from gunpowder.batch import Batch from gunpowder.graph import Graph from gunpowder.graph_spec import GraphSpec from gunpowder.nodes.batch_provider import BatchProvider from gunpowder.profiling import Timing logger = logging.getLogger(__name__) class GraphSourc...
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gunpowder
gunpowder-master/gunpowder/nodes/random_provider.py
import copy import numpy as np from gunpowder.array import Array from gunpowder.array_spec import ArraySpec from .batch_provider import BatchProvider class RandomProvider(BatchProvider): """Randomly selects one of the upstream providers:: (a + b + c) + RandomProvider() will create a provider that ...
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gunpowder
gunpowder-master/gunpowder/nodes/random_location.py
import math import logging from random import random, randint, choices, seed import itertools import numpy as np from scipy.spatial import cKDTree from skimage.transform import integral_image, integrate from gunpowder.batch_request import BatchRequest from gunpowder.coordinate import Coordinate from gunpowder.roi impo...
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gunpowder
gunpowder-master/gunpowder/nodes/defect_augment.py
import logging import random import numpy as np # imports for deformed slice from skimage.draw import line from scipy.ndimage.measurements import label from scipy.ndimage.interpolation import map_coordinates from scipy.ndimage.morphology import binary_dilation from gunpowder.batch_request import BatchRequest from gun...
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gunpowder
gunpowder-master/gunpowder/nodes/hdf5like_source_base.py
from gunpowder.batch import Batch from gunpowder.coordinate import Coordinate from gunpowder.profiling import Timing from gunpowder.roi import Roi from gunpowder.array import Array from gunpowder.array_spec import ArraySpec from .batch_provider import BatchProvider import logging import numpy as np import warnings lo...
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gunpowder
gunpowder-master/gunpowder/nodes/zarr_write.py
from collections.abc import MutableMapping from typing import Union from zarr._storage.store import BaseStore from zarr import N5FSStore, N5Store from .batch_filter import BatchFilter from gunpowder.batch_request import BatchRequest from gunpowder.coordinate import Coordinate from gunpowder.roi import Roi from gunpow...
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gunpowder
gunpowder-master/gunpowder/nodes/specified_location.py
from random import randrange from random import choice, seed import logging import numpy as np from gunpowder.coordinate import Coordinate from gunpowder.batch_request import BatchRequest from .batch_filter import BatchFilter logger = logging.getLogger(__name__) class SpecifiedLocation(BatchFilter): """Choses ...
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gunpowder
gunpowder-master/gunpowder/nodes/__init__.py
from __future__ import absolute_import from .add_affinities import AddAffinities from .astype import AsType from .balance_labels import BalanceLabels from .batch_filter import BatchFilter from .batch_provider import BatchProvider from .crop import Crop from .csv_points_source import CsvPointsSource from .daisy_request...
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gunpowder
gunpowder-master/gunpowder/nodes/stack.py
from .batch_filter import BatchFilter from gunpowder.array import Array from gunpowder.batch import Batch from gunpowder.profiling import Timing import numpy as np class Stack(BatchFilter): """Request several batches and stack them together, introducing a new dimension for each array. This is useful to create...
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gunpowder
gunpowder-master/gunpowder/nodes/intensity_scale_shift.py
from .batch_filter import BatchFilter class IntensityScaleShift(BatchFilter): """Scales the intensities of a batch by ``scale``, then adds ``shift``. Args: array (:class:`ArrayKey`): The key of the array to modify. scale (``float``): shift (``float``): The ...
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gunpowder
gunpowder-master/gunpowder/nodes/hdf5_write.py
from .hdf5like_write_base import Hdf5LikeWrite from gunpowder.ext import h5py import os class Hdf5Write(Hdf5LikeWrite): """Assemble arrays of passing batches in one HDF5 file. This is useful to store chunks produced by :class:`Scan` on disk without keeping the larger array in memory. The ROIs of the passi...
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gunpowder
gunpowder-master/gunpowder/nodes/batch_filter.py
import copy import logging from .batch_provider import BatchProvider from gunpowder.batch_request import BatchRequest from gunpowder.profiling import Timing logger = logging.getLogger(__name__) class BatchFilterError(Exception): def __init__(self, batch_filter, msg): self.batch_filter = batch_filter ...
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gunpowder
gunpowder-master/gunpowder/nodes/downsample.py
from .batch_filter import BatchFilter from gunpowder.array import ArrayKey, Array from gunpowder.batch_request import BatchRequest from gunpowder.batch import Batch import logging import numbers from funlib.geometry import Coordinate logger = logging.getLogger(__name__) class DownSample(BatchFilter): """Downsamp...
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gunpowder
gunpowder-master/gunpowder/nodes/hdf5_source.py
from gunpowder.ext import h5py from .hdf5like_source_base import Hdf5LikeSource class Hdf5Source(Hdf5LikeSource): """An HDF5 data source. Provides arrays from HDF5 datasets. If the attribute ``resolution`` is set in a HDF5 dataset, it will be used as the array's ``voxel_size``. If the attribute ``off...
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gunpowder
gunpowder-master/gunpowder/nodes/upsample.py
from .batch_filter import BatchFilter from gunpowder.coordinate import Coordinate from gunpowder.array import ArrayKey, Array from gunpowder.array_spec import ArraySpec from gunpowder.batch_request import BatchRequest from gunpowder.batch import Batch import logging import numbers import numpy as np logger = logging.g...
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gunpowder
gunpowder-master/gunpowder/nodes/normalize.py
import logging import copy import numpy as np from gunpowder.batch_request import BatchRequest from .batch_filter import BatchFilter logger = logging.getLogger(__name__) class Normalize(BatchFilter): """Normalize the values of an array to be floats between 0 and 1, based on the type of the array. Args...
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gunpowder
gunpowder-master/gunpowder/nodes/pad.py
import logging import numpy as np from .batch_filter import BatchFilter from gunpowder.array import ArrayKey from gunpowder.roi import Roi from gunpowder.coordinate import Coordinate from gunpowder.batch_request import BatchRequest logger = logging.getLogger(__name__) class Pad(BatchFilter): """Add a constant i...
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gunpowder
gunpowder-master/gunpowder/nodes/precache.py
import copy import logging import multiprocessing import time import random from .batch_filter import BatchFilter from gunpowder.profiling import Timing from gunpowder.producer_pool import ProducerPool from collections import deque logger = logging.getLogger(__name__) class WorkersDiedException(Exception): pas...
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gunpowder
gunpowder-master/gunpowder/nodes/print_profiling_stats.py
import logging from .batch_filter import BatchFilter from gunpowder.profiling import Timing, TimingSummary, ProfilingStats logger = logging.getLogger(__name__) class PrintProfilingStats(BatchFilter): """Print profiling information about nodes upstream of this node in the DAG. The output also includes a ``T...
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gunpowder
gunpowder-master/gunpowder/nodes/shift_augment.py
from __future__ import print_function, division import logging import numpy as np import random from gunpowder.roi import Roi from gunpowder.coordinate import Coordinate from gunpowder.batch_request import BatchRequest from .batch_filter import BatchFilter logger = logging.getLogger(__name__) class ShiftAugment(Bat...
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gunpowder
gunpowder-master/gunpowder/contrib/__init__.py
from __future__ import absolute_import from .nodes import *
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gunpowder
gunpowder-master/gunpowder/contrib/nodes/add_vector_map.py
import copy import logging import numpy as np from scipy.spatial import KDTree from gunpowder.array import Array from gunpowder.array_spec import ArraySpec from gunpowder.batch_request import BatchRequest from gunpowder.coordinate import Coordinate from gunpowder.morphology import enlarge_binary_map from gunpowder.nod...
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gunpowder
gunpowder-master/gunpowder/contrib/nodes/add_gt_mask_exclusive_zone.py
import copy import logging import numpy as np from scipy import ndimage from gunpowder.nodes.batch_filter import BatchFilter from gunpowder.array import Array, ArrayKeys from gunpowder.nodes.rasterize_graph import RasterizationSettings from gunpowder.morphology import enlarge_binary_map logger = logging.getLogger(__n...
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gunpowder
gunpowder-master/gunpowder/contrib/nodes/add_blobs_from_points.py
import logging import itertools import numpy as np from gunpowder.array import Array from gunpowder.nodes.batch_filter import BatchFilter logger = logging.getLogger(__name__) class AddBlobsFromPoints(BatchFilter): """Add an array with blobs at locations given by a specified points collection. The blobs are ...
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gunpowder
gunpowder-master/gunpowder/contrib/nodes/zero_out_const_sections.py
from gunpowder.nodes.batch_filter import BatchFilter class ZeroOutConstSections(BatchFilter): """Every z-section that has constant values only will be set to 0. This is to handle blank (missing) sections in a less invasive way: Instead of leaving them at -1 (which is "black", the lowest possible input to...
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gunpowder
gunpowder-master/gunpowder/contrib/nodes/add_boundary_distance_gradients.py
import logging import numpy as np from gunpowder.array import Array from gunpowder.batch_request import BatchRequest from gunpowder.nodes.batch_filter import BatchFilter from numpy.lib.stride_tricks import as_strided from scipy.ndimage.morphology import distance_transform_edt logger = logging.getLogger(__name__) cl...
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gunpowder
gunpowder-master/gunpowder/contrib/nodes/add_nonsymmetric_affinities.py
import copy import logging import numpy as np import pdb from gunpowder.array import Array from gunpowder.nodes.batch_filter import BatchFilter logger = logging.getLogger(__name__) class AddNonsymmetricAffinities(BatchFilter): def __init__( self, affinity_vectors, array_key_1, ar...
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gunpowder
gunpowder-master/gunpowder/contrib/nodes/hdf5_points_source.py
import copy import logging import numpy as np from gunpowder.batch import Batch from gunpowder.coordinate import Coordinate from gunpowder.ext import h5py from gunpowder.graph import GraphKey, Graph from gunpowder.graph_spec import GraphSpec from gunpowder.profiling import Timing from gunpowder.roi import Roi from gun...
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gunpowder
gunpowder-master/gunpowder/contrib/nodes/prepare_malis.py
import copy import logging import numpy as np from gunpowder.array import Array from gunpowder.batch_request import BatchRequest from gunpowder.nodes.batch_filter import BatchFilter logger = logging.getLogger(__name__) class PrepareMalis(BatchFilter): """Creates a component label array needed for two-phase mali...
2,699
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gunpowder
gunpowder-master/gunpowder/contrib/nodes/__init__.py
from __future__ import absolute_import from .add_blobs_from_points import AddBlobsFromPoints from .add_boundary_distance_gradients import AddBoundaryDistanceGradients from .add_gt_mask_exclusive_zone import AddGtMaskExclusiveZone from .add_nonsymmetric_affinities import AddNonsymmetricAffinities from .add_vector_map i...
558
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gunpowder
gunpowder-master/gunpowder/contrib/nodes/dvid_partner_annotation_source.py
import distutils.util import numpy as np import logging import requests from copy import deepcopy from gunpowder.batch import Batch from gunpowder.nodes.batch_provider import BatchProvider from gunpowder.graph import GraphKey, Graph from gunpowder.graph_spec import GraphSpec from gunpowder.profiling import Timing fro...
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gunpowder
gunpowder-master/gunpowder/ext/zarr_file.py
from collections.abc import MutableMapping from typing import Union import zarr from zarr._storage.store import BaseStore class ZarrFile: """To be used as a context manager, similar to h5py.File.""" def __init__(self, store: Union[BaseStore, MutableMapping, str], mode="a"): self.store = store ...
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gunpowder
gunpowder-master/gunpowder/ext/__init__.py
from __future__ import print_function import logging import traceback import sys logger = logging.getLogger(__name__) class NoSuchModule(object): def __init__(self, name): self.__name = name self.__traceback_str = traceback.format_tb(sys.exc_info()[2]) errtype, value = sys.exc_info()[:2]...
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gunpowder
gunpowder-master/gunpowder/tensorflow/local_server.py
import logging import multiprocessing import ctypes from gunpowder.ext import tensorflow as tf from gunpowder.freezable import Freezable logger = logging.getLogger(__name__) class LocalServer(Freezable): """Wrapper around ``tf.train.Server`` to create a local server on-demand. This class is necessary becaus...
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gunpowder
gunpowder-master/gunpowder/tensorflow/__init__.py
from __future__ import absolute_import from .nodes import * from .local_server import LocalServer
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gunpowder
gunpowder-master/gunpowder/tensorflow/nodes/__init__.py
from __future__ import absolute_import from .train import Train from .predict import Predict
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gunpowder
gunpowder-master/gunpowder/tensorflow/nodes/predict.py
import ctypes import logging import multiprocessing as mp import numpy as np from functools import reduce from gunpowder.array import ArrayKey, Array from gunpowder.ext import tensorflow as tf from gunpowder.nodes.generic_predict import GenericPredict from gunpowder.tensorflow.local_server import LocalServer from oper...
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gunpowder
gunpowder-master/gunpowder/tensorflow/nodes/train.py
import logging import os import numpy as np from gunpowder.array import ArrayKey, Array from gunpowder.ext import tensorflow as tf from gunpowder.nodes.generic_train import GenericTrain from gunpowder.tensorflow.local_server import LocalServer logger = logging.getLogger(__name__) class Train(GenericTrain): """T...
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gunpowder
gunpowder-master/examples/cremi/mknet.py
from gunpowder.zoo.tensorflow import unet, conv_pass import tensorflow as tf import json def create_network(input_shape, name): tf.reset_default_graph() # create a placeholder for the 3D raw input tensor raw = tf.placeholder(tf.float32, shape=input_shape) # create a U-Net raw_batched = tf.reshap...
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gunpowder
gunpowder-master/examples/cremi/predict.py
from __future__ import print_function import gunpowder as gp import json def predict(iteration): ################## # DECLARE ARRAYS # ################## # raw intensities raw = gp.ArrayKey('RAW') # the predicted affinities pred_affs = gp.ArrayKey('PRED_AFFS') #################### ...
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gunpowder
gunpowder-master/examples/cremi/train.py
from __future__ import print_function import gunpowder as gp import json import math import logging logging.basicConfig(level=logging.INFO) def train(iterations): ################## # DECLARE ARRAYS # ################## # raw intensities raw = gp.ArrayKey('RAW') # objects labelled with uniq...
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gunpowder
gunpowder-master/tests/conftest.py
import pytest import multiprocessing as mp # cannot parametrize unittest.TestCase. We should test both # fork and spawn but I'm not sure how to. # @pytest.fixture(params=["fork", "spawn"], autouse=True) @pytest.fixture(autouse=True) def context(monkeypatch): ctx = mp.get_context("spawn") monkeypatch.setattr(...
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gunpowder
gunpowder-master/tests/__init__.py
0
0
0
py
gunpowder
gunpowder-master/tests/cases/add_vector_map.py
import unittest from .provider_test import ProviderTest from gunpowder import ( ArrayKeys, ArraySpec, GraphSpec, Roi, Array, GraphKeys, GraphKey, Batch, BatchProvider, Graph, Node, Coordinate, ArrayKey, BatchRequest, build, ) from gunpowder.contrib import AddV...
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gunpowder
gunpowder-master/tests/cases/unsqueeze.py
import copy import numpy as np import gunpowder as gp from .provider_test import ProviderTest class ExampleSourceUnsqueeze(gp.BatchProvider): def __init__(self, voxel_size): self.voxel_size = gp.Coordinate(voxel_size) self.roi = gp.Roi((0, 0, 0), (10, 10, 10)) * self.voxel_size self.raw ...
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gunpowder
gunpowder-master/tests/cases/squeeze.py
import copy import numpy as np import gunpowder as gp from .provider_test import ProviderTest class ExampleSourceSqueeze(gp.BatchProvider): def __init__(self, voxel_size): self.voxel_size = gp.Coordinate(voxel_size) self.roi = gp.Roi((0, 0, 0), (10, 10, 10)) * self.voxel_size self.raw = ...
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gunpowder
gunpowder-master/tests/cases/elastic_augment_points.py
import unittest from gunpowder import ( BatchProvider, Batch, BatchRequest, GraphSpec, GraphKeys, GraphKey, Graph, Node, ArraySpec, ArrayKeys, ArrayKey, Array, Roi, Coordinate, ElasticAugment, RasterizeGraph, RasterizationSettings, Snapshot, bu...
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gunpowder
gunpowder-master/tests/cases/intensity_augment.py
from .provider_test import ProviderTest from gunpowder import IntensityAugment, ArrayKeys, build, Normalize import numpy as np class TestIntensityAugment(ProviderTest): def test_shift(self): pipeline = ( self.test_source + Normalize(ArrayKeys.RAW) + IntensityAugment( ...
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gunpowder
gunpowder-master/tests/cases/elastic_augment.py
from gunpowder import ( BatchProvider, GraphSpec, Roi, Coordinate, ArrayKeys, ArraySpec, Batch, Array, ArrayKey, GraphKey, BatchRequest, RasterizationSettings, RasterizeGraph, Snapshot, ElasticAugment, build, ) from gunpowder.graph import GraphKeys, Graph,...
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gunpowder
gunpowder-master/tests/cases/astype.py
from .provider_test import ProviderTest from gunpowder import * import numpy as np class AsTypeTestSource(BatchProvider): def setup(self): self.provides( ArrayKeys.RAW, ArraySpec(roi=Roi((0, 0, 0), (1000, 1000, 1000)), voxel_size=(4, 4, 4)), ) self.provides( ...
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gunpowder
gunpowder-master/tests/cases/graph_keys.py
from __future__ import print_function from gunpowder import GraphKey, GraphKeys import unittest class TestGraphKeys(unittest.TestCase): def test_register(self): GraphKey("TEST_GRAPH") self.assertTrue(GraphKeys.TEST_GRAPH) self.assertRaises(AttributeError, getattr, GraphKeys, "TEST_GRAPH_2...
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gunpowder
gunpowder-master/tests/cases/resample.py
from .helper_sources import ArraySource from gunpowder import ( ArrayKey, ArraySpec, Roi, Coordinate, Batch, BatchRequest, Array, MergeProvider, Resample, build, ) import numpy as np def test_up_and_downsample(): meshgrids = np.meshgrid(range(0, 250), range(0, 250), range(...
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gunpowder
gunpowder-master/tests/cases/noise_augment.py
from .provider_test import ProviderTest from gunpowder import IntensityAugment, ArrayKeys, build, Normalize, NoiseAugment import numpy as np class TestIntensityAugment(ProviderTest): def test_shift(self): pipeline = ( self.test_source + Normalize(ArrayKeys.RAW) + Inten...
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gunpowder
gunpowder-master/tests/cases/zarr_read_write.py
from .helper_sources import ArraySource from gunpowder import * from gunpowder.ext import zarr, ZarrFile, NoSuchModule import pytest import numpy as np @pytest.mark.skipif(isinstance(zarr, NoSuchModule), reason="zarr is not installed") @pytest.mark.parametrize( "zarr_store_func", [ "tmp_path / 'zarr...
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gunpowder
gunpowder-master/tests/cases/placeholder_requests.py
from gunpowder import ( PipelineRequestError, BatchProvider, BatchRequest, Batch, Roi, Coordinate, GraphSpec, GraphKey, ArrayKeys, ArrayKey, ArraySpec, Array, ElasticAugment, RandomLocation, Snapshot, build, ) from gunpowder.graph import Graph, GraphKeys, ...
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gunpowder
gunpowder-master/tests/cases/iterate_locations.py
from .provider_test import ProviderTest from gunpowder import ( ArrayKey, ArrayKeys, ArraySpec, BatchRequest, Node, Edge, GraphSpec, GraphKey, GraphKeys, GraphSource, IterateLocations, build, Roi, Coordinate, ) import numpy as np import networkx as nx class Dum...
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gunpowder
gunpowder-master/tests/cases/crop.py
from .provider_test import ProviderTest from gunpowder import ( BatchProvider, ArrayKeys, ArraySpec, Roi, GraphKey, GraphKeys, GraphSpec, Crop, build, ) import logging logger = logging.getLogger(__name__) class ExampleSourceCrop(BatchProvider): def setup(self): self.pr...
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gunpowder
gunpowder-master/tests/cases/node_dependencies.py
from .provider_test import ProviderTest from gunpowder import ( BatchProvider, BatchFilter, BatchRequest, Batch, ArrayKeys, ArraySpec, ArrayKey, Array, Roi, build, ) import numpy as np class NodeDependenciesTestSource(BatchProvider): def setup(self): self.provides( ...
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gunpowder
gunpowder-master/tests/cases/scan.py
from gunpowder import ( BatchProvider, BatchRequest, Batch, ArrayKeys, ArrayKey, ArraySpec, Array, GraphKey, GraphKeys, GraphSpec, Graph, Node, Roi, Coordinate, Scan, build, ) import numpy as np import itertools def coordinate_to_id(i, j, k): i, j, k...
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gunpowder
gunpowder-master/tests/cases/update_with.py
import numpy as np from gunpowder import ( BatchProvider, BatchFilter, Array, ArraySpec, ArrayKey, Graph, GraphSpec, GraphKey, Batch, BatchRequest, Roi, PipelineRequestError, build, ) import pytest class ArrayTestSource(BatchProvider): def __init__(self, key, s...
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gunpowder
gunpowder-master/tests/cases/rasterize_points.py
from .provider_test import ProviderTest from gunpowder import ( BatchProvider, BatchRequest, Batch, Roi, Coordinate, GraphSpec, Array, ArrayKey, ArrayKeys, ArraySpec, RasterizeGraph, RasterizationSettings, build, ) from gunpowder.graph import GraphKeys, GraphKey, Grap...
9,698
32.794425
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py
gunpowder
gunpowder-master/tests/cases/dvid_source.py
from .provider_test import ProviderTest from unittest import skipIf from gunpowder import * from gunpowder.ext import dvision, NoSuchModule import numpy as np import socket import logging logger = logging.getLogger(__name__) DVID_SERVER = "slowpoke1" def is_dvid_unavailable(server): if isinstance(dvision, NoSu...
2,158
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gunpowder
gunpowder-master/tests/cases/merge_provider.py
import unittest from gunpowder import ( GraphSpec, GraphKey, Roi, Coordinate, Batch, BatchProvider, ArrayKeys, ArrayKey, ArraySpec, Array, BatchRequest, MergeProvider, RandomLocation, build, ) from gunpowder.graph import GraphKeys, Graph from gunpowder.pipeline im...
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gunpowder
gunpowder-master/tests/cases/add_affinities.py
from .provider_test import ProviderTest from gunpowder import * from itertools import product from unittest import skipIf import itertools import numpy as np import logging class ExampleSource(BatchProvider): def setup(self): self.provides( ArrayKeys.GT_LABELS, ArraySpec( ...
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gunpowder
gunpowder-master/tests/cases/random_location_points.py
from .provider_test import ProviderTest from gunpowder import ( BatchProvider, BatchRequest, Batch, Node, Graph, GraphSpec, GraphKey, GraphKeys, RandomLocation, build, Roi, Coordinate, ) import numpy as np import pytest import unittest class ExampleSourceRandomLocatio...
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gunpowder
gunpowder-master/tests/cases/add_boundary_distance_gradients.py
from .provider_test import ProviderTest from gunpowder import * from gunpowder.contrib import AddBoundaryDistanceGradients import numpy as np class ExampleSource(BatchProvider): def setup(self): self.provides( ArrayKeys.GT_LABELS, ArraySpec( roi=Roi((-40, -40, -40),...
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py
gunpowder
gunpowder-master/tests/cases/batch.py
import logging import numpy as np from gunpowder import ( Array, ArrayKey, ArraySpec, Batch, Coordinate, Roi, ) logger = logging.getLogger(__name__) def test_get_total_roi_nonspatial_array(): raw = ArrayKey("RAW") nonspatial = ArrayKey("NONSPATIAL") voxel_size = Coordinate((1, 2...
666
20.516129
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py
gunpowder
gunpowder-master/tests/cases/deform_augment.py
from gunpowder import ( BatchProvider, GraphSpec, Roi, Coordinate, ArraySpec, Batch, Array, ArrayKey, GraphKey, BatchRequest, DeformAugment, build, ) from gunpowder.graph import Graph, Node from scipy.ndimage import center_of_mass import pytest import numpy as np class...
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py
gunpowder
gunpowder-master/tests/cases/snapshot.py
from gunpowder import ( GraphKey, GraphKeys, GraphSpec, Graph, ArrayKey, ArrayKeys, ArraySpec, Array, RasterizeGraph, Snapshot, BatchProvider, BatchRequest, Batch, Coordinate, Roi, build, ) import numpy as np import unittest import tempfile import shutil ...
3,115
26.821429
88
py
gunpowder
gunpowder-master/tests/cases/simple_augment.py
from gunpowder import ( Batch, BatchProvider, BatchRequest, Array, ArrayKey, ArraySpec, Graph, GraphKey, GraphSpec, Node, Coordinate, Roi, SimpleAugment, MergeProvider, build, ) import numpy as np from .helper_sources import GraphSource, ArraySource def te...
8,524
31.788462
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py
gunpowder
gunpowder-master/tests/cases/profiling.py
from .provider_test import ProviderTest from gunpowder import * import time class DelayNode(BatchFilter): def __init__(self, time_prepare, time_process): self.time_prepare = time_prepare self.time_process = time_process def prepare(self, request): time.sleep(self.time_prepare) ...
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gunpowder
gunpowder-master/tests/cases/graph.py
from .provider_test import ProviderTest from gunpowder import ( BatchProvider, BatchRequest, BatchFilter, Batch, Node, Edge, Graph, GraphSpec, GraphKey, GraphKeys, build, Roi, Coordinate, ) import numpy as np class ExampleGraphSource(BatchProvider): def __init_...
6,554
30.97561
87
py
gunpowder
gunpowder-master/tests/cases/balance_labels.py
from .provider_test import ProviderTest from gunpowder import * import numpy as np class ExampleSource(BatchProvider): def setup(self): for identifier in [ ArrayKeys.GT_AFFINITIES, ArrayKeys.GT_AFFINITIES_MASK, ArrayKeys.GT_IGNORE, ]: self.provides( ...
5,703
37.281879
87
py
gunpowder
gunpowder-master/tests/cases/jax_train.py
from .provider_test import ProviderTest from gunpowder import ( BatchProvider, BatchRequest, ArraySpec, Roi, Coordinate, ArrayKeys, ArrayKey, Array, Batch, Scan, PreCache, build, ) from gunpowder.ext import jax, haiku, optax, NoSuchModule from gunpowder.jax import Train, ...
8,810
31.274725
84
py
gunpowder
gunpowder-master/tests/cases/prepare_malis.py
from gunpowder import * from gunpowder.contrib import PrepareMalis import numpy as np from .provider_test import ProviderTest class ExampleSourcePrepareMalis(BatchProvider): def setup(self): self.provides( ArrayKeys.GT_LABELS, ArraySpec( roi=Roi((0, 0, 0), (90, 90, ...
6,991
33.44335
104
py
gunpowder
gunpowder-master/tests/cases/graph_source.py
from .provider_test import ProviderTest from gunpowder import ( BatchRequest, Node, Edge, GraphSpec, GraphKey, GraphKeys, GraphSource, build, Roi, Coordinate, ) import numpy as np import networkx as nx class DummyDaisyGraphProvider: """Dummy graph provider mimicing daisy.S...
3,874
32.119658
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py
gunpowder
gunpowder-master/tests/cases/random_location_graph.py
from .provider_test import ProviderTest from gunpowder import ( BatchProvider, Graph, Node, GraphSpec, GraphKey, GraphKeys, Roi, Batch, BatchRequest, RandomLocation, build, BatchFilter, ) import numpy as np import logging logger = logging.getLogger(__name__) class Batc...
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29.248447
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py
gunpowder
gunpowder-master/tests/cases/random_provider.py
from gunpowder import ( RandomProvider, Roi, ArrayKey, ArraySpec, Array, Roi, BatchRequest, build, ) import numpy as np from .helper_sources import ArraySource def test_output(): a = ArrayKey("A") source_a = ArraySource( a, Array( np.zeros((5, 15, 2...
1,597
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87
py
gunpowder
gunpowder-master/tests/cases/random_location.py
from gunpowder import ( RandomLocation, BatchProvider, Roi, Coordinate, ArrayKeys, ArrayKey, ArraySpec, Array, Roi, Coordinate, Batch, BatchRequest, BatchProvider, RandomLocation, MergeProvider, build, ) import numpy as np from gunpowder.pipeline import Pi...
6,278
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py
gunpowder
gunpowder-master/tests/cases/helper_sources.py
from gunpowder import BatchProvider, GraphKey, Graph, ArrayKey, Array, Batch import copy class ArraySource(BatchProvider): def __init__(self, key: ArrayKey, array: Array): self.key = key self.array = array def setup(self): self.provides(self.key, self.array.spec.copy()) def prov...
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py
gunpowder
gunpowder-master/tests/cases/torch_train.py
from .provider_test import ProviderTest from gunpowder import ( BatchProvider, BatchRequest, ArraySpec, Roi, Coordinate, ArrayKeys, ArrayKey, Array, Batch, Scan, PreCache, build, ) from gunpowder.ext import torch, NoSuchModule from gunpowder.torch import Train, Predict fr...
9,228
29.259016
81
py
gunpowder
gunpowder-master/tests/cases/specified_location.py
# from .provider_test import ProviderTest, ExampleSource from gunpowder import ( BatchProvider, ArrayKeys, ArraySpec, Roi, Batch, Coordinate, SpecifiedLocation, build, BatchRequest, Array, ArrayKey, ) import numpy as np import unittest class ExampleSourceSpecifiedLocation(B...
3,726
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py
gunpowder
gunpowder-master/tests/cases/__init__.py
0
0
0
py
gunpowder
gunpowder-master/tests/cases/tensorflow_train.py
from .provider_test import ProviderTest from gunpowder import ( ArraySpec, ArrayKeys, ArrayKey, Array, Roi, BatchProvider, Batch, BatchRequest, build, ) from gunpowder.ext import tensorflow, NoSuchModule from gunpowder.tensorflow import Train, Predict, LocalServer import multiprocess...
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py
gunpowder
gunpowder-master/tests/cases/expected_failures.py
import gunpowder as gp from gunpowder.nodes.batch_provider import BatchRequestError from .helper_sources import ArraySource from funlib.geometry import Roi, Coordinate import numpy as np import pytest @pytest.mark.xfail() def test_request_too_large(): raw_key = gp.ArrayKey("RAW") data = np.ones((10, 10)) ...
970
24.552632
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py
gunpowder
gunpowder-master/tests/cases/intensity_scale_shift.py
from .helper_sources import ArraySource from gunpowder import ( IntensityScaleShift, ArrayKey, build, Normalize, Array, ArraySpec, Roi, Coordinate, BatchRequest, ) import numpy as np def test_shift(): raw_key = ArrayKey("RAW") array = Array( np.ones((10, 10), dtype...
776
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py
gunpowder
gunpowder-master/tests/cases/hdf5_write.py
from .provider_test import ProviderTest from gunpowder import * import numpy as np from gunpowder.ext import h5py class Hdf5WriteTestSource(BatchProvider): def setup(self): self.provides( ArrayKeys.RAW, ArraySpec( roi=Roi((20000, 2000, 2000), (2000, 200, 200)), voxe...
2,939
31.307692
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py
gunpowder
gunpowder-master/tests/cases/provider_test.py
from gunpowder import * import shutil import os import copy from warnings import warn import unittest from datetime import datetime from tempfile import mkdtemp import numpy as np class ExampleSource(BatchProvider): def setup(self): self.provides( ArrayKeys.RAW, ArraySpec( ...
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31.810606
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py
gunpowder
gunpowder-master/tests/cases/downsample.py
from .helper_sources import ArraySource from gunpowder import * import numpy as np def test_output(): raw = ArrayKey("RAW") raw_downsampled = ArrayKey("RAW_DOWNSAMPLED") gt = ArrayKey("GT") gt_downsampled = ArrayKey("GT_LABELS_DOWNSAMPLED") request = BatchRequest() request.add(raw, (200, 200...
2,324
29.592105
87
py
gunpowder
gunpowder-master/tests/cases/hdf5_source.py
from unittest import skipIf from .provider_test import ProviderTest from gunpowder import * import numpy as np from gunpowder.ext import h5py, zarr, ZarrFile, NoSuchModule class Hdf5LikeSourceTestMixin(object): """This class is to be used as a mixin for ProviderTest classes testing HDF5, N5 and Zarr batch pr...
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34.194915
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py
gunpowder
gunpowder-master/tests/cases/upsample.py
from .helper_sources import ArraySource from gunpowder import * import numpy as np def test_output(): raw = ArrayKey("RAW") raw_upsampled = ArrayKey("RAW_UPSAMPLED") gt = ArrayKey("GT") gt_upsampled = ArrayKey("GT_LABELS_UPSAMPLED") request = BatchRequest() request.add(raw, (200, 200, 200)) ...
2,628
31.060976
84
py
gunpowder
gunpowder-master/tests/cases/normalize.py
from .provider_test import ProviderTest from gunpowder import * class TestNormalize(ProviderTest): def test_output(self): pipeline = self.test_source + Normalize(ArrayKeys.RAW) with build(pipeline): batch = pipeline.request_batch(self.test_request) raw = batch.arrays[Arra...
429
27.666667
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py
gunpowder
gunpowder-master/tests/cases/pad.py
from .provider_test import ProviderTest from gunpowder import ( BatchProvider, BatchRequest, Batch, ArrayKeys, ArraySpec, Roi, Coordinate, GraphKey, GraphKeys, GraphSpec, Array, ArrayKey, Pad, build, ) import numpy as np class ExampleSourcePad(BatchProvider): ...
1,877
25.083333
87
py
gunpowder
gunpowder-master/tests/cases/precache.py
from .helper_sources import ArraySource from gunpowder import * import pytest import numpy as np import time class Delay(BatchFilter): def __init__(self, delay: float = 1): self.delay = delay def prepare(self, request): time.sleep(self.delay) return request def process(self, ba...
2,853
29.688172
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py
gunpowder
gunpowder-master/tests/cases/shift_augment.py
import unittest import numpy as np import random import h5py import logging import sys import os from gunpowder import ( ArrayKey, ArraySpec, GraphKey, GraphSpec, Graph, Node, RandomLocation, Coordinate, Roi, BatchRequest, Hdf5Source, ShiftAugment, CsvPointsSource, ...
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py
gunpowder
gunpowder-master/docker/test_environment.py
import gunpowder if __name__ == "__main__": print("Successfully set up gunpowder")
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py