Datasets:

PatrickHaller

/

the-stack-python-1M

like 0

117cd8a1fc1b6cb288bd166e5b1de8219dbef713

py

Python

parser/python/validate.py

jnorwood/NNEF-Tools

5eb3755b5322040d42893e41b15093337abe04ce

parser/python/validate.py

jnorwood/NNEF-Tools

5eb3755b5322040d42893e41b15093337abe04ce

parser/python/validate.py

jnorwood/NNEF-Tools

5eb3755b5322040d42893e41b15093337abe04ce

# Copyright (c) 2017 The Khronos Group Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import nnef import argparse if __name__ == '__main__': ap = argparse.ArgumentParser() ap.add_argument('path', type=str, help='path to the model to validate') ap.add_argument('--stdlib', type=str, help='file name of alternate standard operation definitions ' '(defaults to all-primitive definitions)', default='') ap.add_argument('--lower', type=str, help='comma separated list of operations to lower (if defined as compound)', default='') ap.add_argument('--shapes', action="store_true", help='perform shape validation as well') args = ap.parse_args() stdlib = '' if args.stdlib: try: with open(args.stdlib) as file: stdlib = file.read() except FileNotFoundError as e: print('Could not open file: ' + args.stdlib) exit(-1) try: graph = nnef.load_graph(args.path, stdlib=stdlib, lowered=args.lower.split(',')) except nnef.Error as err: print('Parse error: ' + str(err)) exit(-1) if args.shapes: try: nnef.infer_shapes(graph) except nnef.Error as err: print('Shape error: ' + str(err)) exit(-1) print(nnef.format_graph(graph.name, graph.inputs, graph.outputs, graph.operations)) print('Validation succeeded')

82654da5b66d8c54bff2b307bcff5b804bd3119c

py

Python

armi/physics/neutronics/latticePhysics/latticePhysicsInterface.py

celikten/armi

4e100dd514a59caa9c502bd5a0967fd77fdaf00e

armi/physics/neutronics/latticePhysics/latticePhysicsInterface.py

celikten/armi

4e100dd514a59caa9c502bd5a0967fd77fdaf00e

armi/physics/neutronics/latticePhysics/latticePhysicsInterface.py

celikten/armi

4e100dd514a59caa9c502bd5a0967fd77fdaf00e

# Copyright 2019 TerraPower, LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """" Lattice Physics Interface Parent classes for codes responsible for generating broad-group cross sections """ import os import shutil from armi import nuclearDataIO from armi import interfaces, runLog from armi.utils import codeTiming from armi.physics import neutronics from armi.physics.neutronics.const import CONF_CROSS_SECTION from armi.utils.customExceptions import important LATTICE_PHYSICS = "latticePhysics" @important def SkippingXsGen_BuChangedLessThanTolerance(tolerance): return "Skipping XS Generation this cycle because median block burnups changes less than {}%".format( tolerance ) def setBlockNeutronVelocities(r, neutronVelocities): """ Set the ``mgNeutronVelocity`` parameter for each block using the ``neutronVelocities`` dictionary data. Parameters ---------- neutronVelocities : dict Dictionary that is keyed with the ``representativeBlock`` XS IDs with values of multigroup neutron velocity data computed by MC2. Raises ------ ValueError Multi-group neutron velocities was not computed during the cross section calculation. """ for b in r.core.getBlocks(): xsID = b.getMicroSuffix() if xsID not in neutronVelocities: raise ValueError( "Cannot assign multi-group neutron velocity to {} because it does not exist in " "the neutron velocities dictionary with keys: {}. The XS library does not contain " "data for the {} xsid.".format(b, neutronVelocities.keys(), xsID) ) b.p.mgNeutronVelocity = neutronVelocities[b.getMicroSuffix()] class LatticePhysicsInterface(interfaces.Interface): """Class for interacting with lattice physics codes.""" function = LATTICE_PHYSICS def __init__(self, r, cs): interfaces.Interface.__init__(self, r, cs) # Set to True by default, but should be disabled when perturbed cross sections are generated. self._updateBlockNeutronVelocities = True # Geometry options available through the lattice physics interfaces self._ZERO_DIMENSIONAL_GEOM = "0D" self._ONE_DIMENSIONAL_GEOM = "1D" self._TWO_DIMENSIONAL_GEOM = "2D" self._SLAB_MODEL = " slab" self._CYLINDER_MODEL = " cylinder" self._HEX_MODEL = " hex" self._burnupTolerance = self.cs["tolerateBurnupChange"] self._oldXsIdsAndBurnup = {} self.executablePath = self._getExecutablePath() self.executableRoot = os.path.dirname(self.executablePath) self.includeGammaXS = neutronics.gammaTransportIsRequested( cs ) or neutronics.gammaXsAreRequested(cs) def _getExecutablePath(self): raise NotImplementedError @codeTiming.timed def interactBOC(self, cycle=0): """ Run the lattice physics code if ``genXS`` is set and update burnup groups. Generate new cross sections based off the case settings and the current state of the reactor. Notes ----- :py:meth:`armi.physics.fuelCycle.fuelHandlers.FuelHandler.interactBOC` also calls this if the ``runLatticePhysicsBeforeShuffling``setting is True. This happens because branch searches may need XS. """ self.updateXSLibrary(cycle) def updateXSLibrary(self, cycle): """ Update the current XS library, either by creating or reloading one. Parameters ---------- cycle : int The cycle that is being processed. Used to name the library. See Also -------- computeCrossSections : run lattice physics on the current reactor state no matter weather needed or not. """ runLog.important("Preparing XS for cycle {}".format(cycle)) representativeBlocks, xsIds = self._getBlocksAndXsIds() if self._newLibraryShouldBeCreated(cycle, representativeBlocks, xsIds): if self.cs["clearXS"]: self.clearXS() self.computeCrossSections( blockList=representativeBlocks, xsLibrarySuffix=self._getSuffix(cycle) ) self._renameExistingLibrariesForCycle(cycle) else: self.readExistingXSLibraries(cycle) self._checkInputs() def _renameExistingLibrariesForCycle(self, cycle): """Copy the existing neutron and/or gamma libraries into cycle-dependent files.""" shutil.copy(neutronics.ISOTXS, nuclearDataIO.getExpectedISOTXSFileName(cycle)) if self.includeGammaXS: shutil.copy( neutronics.GAMISO, nuclearDataIO.getExpectedGAMISOFileName( cycle=cycle, suffix=self._getSuffix(cycle) ), ) shutil.copy( neutronics.PMATRX, nuclearDataIO.getExpectedPMATRXFileName( cycle=cycle, suffix=self._getSuffix(cycle) ), ) def _checkInputs(self): pass def readExistingXSLibraries(self, cycle): raise NotImplementedError def makeCycleXSFilesAsBaseFiles(self, cycle): raise NotImplementedError @staticmethod def _copyLibraryFilesForCycle(cycle, libFiles): runLog.extra("Current library files: {}".format(libFiles)) for baseName, cycleName in libFiles.items(): if not os.path.exists(cycleName): if not os.path.exists(baseName): raise ValueError( "Neither {} nor {} libraries exist. Either the " "current cycle library for cycle {} should exist " "or a base library is required to continue.".format( cycleName, baseName, cycle ) ) runLog.info( "Existing library {} for cycle {} does not exist. " "The active library is {}".format(cycleName, cycle, baseName) ) else: runLog.info("Using {} as an active library".format(baseName)) if cycleName != baseName: shutil.copy(cycleName, baseName) def _readGammaBinaries(self, lib, gamisoFileName, pmatrxFileName): raise NotImplementedError( "Gamma cross sections not implemented in {}".format(self.cs["xsKernel"]) ) def _writeGammaBinaries(self, lib, gamisoFileName, pmatrxFileName): raise NotImplementedError( "Gamma cross sections not implemented in {}".format(self.cs["xsKernel"]) ) def _getSuffix(self, cycle): # pylint: disable=unused-argument, no-self-use return "" def interactCoupled(self, iteration): """ Runs on secondary coupled iterations. After a coupled iteration, the cross sections need to be regenerated. This will bring in the spectral effects of changes in densities, as well as changes in Doppler. Parameters ---------- iteration : int This is unused since cross sections are generated on a per-cycle basis. """ self.r.core.lib = None self.updateXSLibrary(self.r.p.cycle) def clearXS(self): raise NotImplementedError def interactEOC(self, cycle=None): """ Interact at the end of a cycle. Force updating cross sections at the start of the next cycle. """ self.r.core.lib = None def computeCrossSections( self, baseList=None, forceSerial=False, xsLibrarySuffix="", blockList=None ): """ Prepare a batch of inputs, execute them, and store results on reactor library. Parameters ---------- baseList : list a user-specified set of bases that will be run instead of calculating all of them forceSerial : bool, optional Will run on 1 processor in sequence instead of on many in parallel Useful for optimization/batch runs where every processor is on a different branch xsLibrarySuffix : str, optional A book-keeping suffix used in Doppler calculations blockList : list, optional List of blocks for which to generate cross sections. If None, representative blocks will be determined """ self.r.core.lib = self._generateXsLibrary( baseList, forceSerial, xsLibrarySuffix, blockList ) def _generateXsLibrary( self, baseList, forceSerial, xsLibrarySuffix, blockList, writers=None, purgeFP=True, ): raise NotImplementedError def _executeLatticePhysicsCalculation(self, returnedFromWriters, forceSerial): raise NotImplementedError def generateLatticePhysicsInputs( self, baseList, xsLibrarySuffix, blockList, xsWriters=None ): """ Write input files for the generation of cross section libraries. Parameters ---------- baseList : list A list of cross-section id strings (e.g. AA, BC) that will be generated. Default: all in reactor xsLibrarySuffix : str A suffix added to the end of the XS file names such as 'voided' for voided XS. Default: Empty blockList : list The blocks to write inputs for. xsWriters : list, optional The specified writers to write the input files Returns ------- returnedFromWriters: list A list of what this specific writer instance returns for each representative block. It is the responsibility of the subclassed interface to implement. In many cases, it is the executing agent. See Also -------- :py:meth:`terrapower.physics.neutronics.mc2.mc2Writers.Mc2V2Writer.write` :py:meth:`armi.physics.neutronics.latticePhysics.serpentWriters.SerpentWriter.write` """ returnedFromWriters = [] baseList = set(baseList or []) representativeBlocks = blockList or self.getRepresentativeBlocks() for repBlock in representativeBlocks: xsId = repBlock.getMicroSuffix() if not baseList or xsId in baseList: # write the step number to the info log runLog.info( "Creating input writer(s) for {0} with {1:65s} BU (%FIMA): {2:10.2f}".format( xsId, repBlock, repBlock.p.percentBu ) ) writers = self.getWriters(repBlock, xsLibrarySuffix, xsWriters) for writer in writers: fromWriter = writer.write() returnedFromWriters.append(fromWriter) return returnedFromWriters def getWriters(self, representativeBlock, xsLibrarySuffix, writers=None): """ Return valid lattice physics writer subclass(es). Parameters ---------- representativeBlock : Block A representative block object that can be created from a block collection. xsLibrarySuffix : str A suffix added to the end of the XS file names such as 'voided' for voided XS. Default: Empty writers : list of lattice physics writer objects, optional If the writers are known, they can be provided and constructed. Returns ------- writers : list A list of writers for the provided representative block. """ xsID = representativeBlock.getMicroSuffix() if writers: # Construct the writers that are provided writers = [ w( representativeBlock, r=self.r, externalCodeInterface=self, xsLibrarySuffix=xsLibrarySuffix, ) for w in writers ] else: geom = self.cs[CONF_CROSS_SECTION][xsID].geometry writers = self._getGeomDependentWriters( representativeBlock, xsID, geom, xsLibrarySuffix ) return writers def _getGeomDependentWriters( self, representativeBlock, xsID, geom, xsLibrarySuffix ): raise NotImplementedError def getReader(self): raise NotImplementedError def _newLibraryShouldBeCreated(self, cycle, representativeBlockList, xsIDs): """ Determines whether the cross section generator should be executed at this cycle. Criteria include: #. genXS setting is turned on #. We are beyond any requested skipCycles (restart cycles) #. The blocks have changed burnup beyond the burnup threshold #. Lattice physics kernel (e.g. MC2) hasn't already been executed for this cycle (possible if it runs during fuel handling) """ executeXSGen = bool(self.cs["genXS"] and cycle >= self.cs["skipCycles"]) idsChangedBurnup = self._checkBurnupThresholds(representativeBlockList) if executeXSGen and not idsChangedBurnup: executeXSGen = False if self.r.core._lib is not None: # pylint: disable=protected-access # justification=r.core.lib property can raise exception or load pre-generated # ISOTXS, but the interface should have responsibilty of loading # XS's have already generated for this cycle (maybe during fuel management). Should we update due to # changes that occurred during fuel management? missing = set(xsIDs) - set(self.r.core.lib.xsIDs) if missing and not executeXSGen: runLog.warning( "Even though XS generation is not activated, new XS {0} are needed. " "Perhaps a booster came in.".format(missing) ) elif missing: runLog.important( "New XS sets {0} will be generated for this cycle".format(missing) ) else: runLog.important( "No new XS needed for this cycle. {0} exist. Skipping".format( self.r.core.lib.xsIDs ) ) executeXSGen = False # no newXs return executeXSGen def _checkBurnupThresholds(self, blockList): """ Check to see if burnup has changed meaningfully. If there are, then the xs sets should be regenerated. Otherwise then go ahead and skip xs generation. This is motivated by the idea that during very long explicit equilibrium runs, it might save time to turn off xs generation at a certain point. Parameters ---------- blockList: iterable List of all blocks to examine Returns ------- idsChangedBurnup: bool flag regarding whether or not burnup changed substantially """ idsChangedBurnup = True if self._burnupTolerance > 0: idsChangedBurnup = False for b in blockList: xsID = b.getMicroSuffix() if xsID not in self._oldXsIdsAndBurnup: # Looks like a new ID was found that was not in the old ID's # have to regenerate the cross-sections this time around self._oldXsIdsAndBurnup[xsID] = b.p.percentBu idsChangedBurnup = True else: # The id was found. Now it is time to compare the burnups to determine # if there has been enough meaningful change between the runs buOld = self._oldXsIdsAndBurnup[xsID] buNow = b.p.percentBu if abs(buOld - buNow) > self._burnupTolerance: idsChangedBurnup = True # update the oldXs burnup to be the about to be newly generated xsBurnup self._oldXsIdsAndBurnup[xsID] = buNow runLog.important( "Burnup has changed in xsID {} from {} to {}. " "Recalculating Cross-sections".format(xsID, buOld, buNow) ) if not idsChangedBurnup: SkippingXsGen_BuChangedLessThanTolerance(self._burnupTolerance) return idsChangedBurnup def _getProcessesPerNode(self): raise NotImplementedError def getRepresentativeBlocks(self): """Return a list of all blocks in the problem.""" xsGroupManager = self.getInterface("xsGroups") return xsGroupManager.representativeBlocks.values() # OrderedDict def _getBlocksAndXsIds(self): """Return blocks and their xsIds.""" blocks = self.getRepresentativeBlocks() return blocks, [b.getMicroSuffix() for b in blocks] def updatePhysicsCouplingControl(self): """ Disable XS update in equilibrium cases after a while. Notes ----- This is only relevant for equilibrium cases. We have to turn off XS updates after several cyclics or else the number densities will never converge. """ if self.r.core.p.cyclics >= self.cs["numCyclicsBeforeStoppingXS"]: self.enabled(False) runLog.important( "Disabling {} because numCyclics={}".format(self, self.r.core.p.cyclics) )

afa51d355786df98b0025450846ad5820c6447a0

py

Python

code/exercises/07_DataStructures/ex_07_05_sequence.py

chiachang100/LearnToCodeWithPython

fe16115cb3be612d5abd8ffdbd6a14a37d6b4d52

code/exercises/07_DataStructures/ex_07_05_sequence.py

chiachang100/LearnToCodeWithPython

fe16115cb3be612d5abd8ffdbd6a14a37d6b4d52

code/exercises/07_DataStructures/ex_07_05_sequence.py

chiachang100/LearnToCodeWithPython

fe16115cb3be612d5abd8ffdbd6a14a37d6b4d52

#!/usr/bin/python # Filename: ex_sequence.py shoplist = ['apple', 'mango', 'carrot', 'banana'] name = 'swaroop' # Indexing or 'Subscription' operation print('Item 0 is', shoplist[0]) print('Item 1 is', shoplist[1]) print('Item 2 is', shoplist[2]) print('Item 3 is', shoplist[3]) print('Item -1 is', shoplist[-1]) print('Item -2 is', shoplist[-2]) print('Character 0 is', name[0]) # Slicing on a list print('Item 1 to 3 is', shoplist[1:3]) print('Item 2 to end is', shoplist[2:]) print('Item 1 to -1 is', shoplist[1:-1]) print('Item start to end is', shoplist[:]) # Slicing on a string print('characters 1 to 3 is', name[1:3]) print('characters 2 to end is', name[2:]) print('characters 1 to -1 is', name[1:-1]) print('characters start to end is', name[:])

7727c3a4fe50654ffd803485c0e0c94d2c96db3c

py

Python

salt/utils/parsers.py

eyj/salt

5232d7f60cb78591d8bad25d796b0a945fc6350c

2015-09-21T14:13:30.000Z

2016-02-12T11:33:46.000Z

salt/utils/parsers.py

eyj/salt

5232d7f60cb78591d8bad25d796b0a945fc6350c

salt/utils/parsers.py

eyj/salt

5232d7f60cb78591d8bad25d796b0a945fc6350c

# -*- coding: utf-8 -*- ''' :codeauthor: :email:`Pedro Algarvio ([email protected])` salt.utils.parsers ~~~~~~~~~~~~~~~~~~ This is where all the black magic happens on all of salt's CLI tools. ''' # pylint: disable=missing-docstring,protected-access,too-many-ancestors,too-few-public-methods # pylint: disable=attribute-defined-outside-init,no-self-use # Import python libs from __future__ import absolute_import, print_function import os import sys import types import signal import getpass import logging import optparse import traceback import yaml from functools import partial # Import salt libs import salt.config as config import salt.defaults.exitcodes import salt.log.setup as log import salt.syspaths as syspaths import salt.version as version import salt.utils import salt.utils.args import salt.utils.xdg import salt.utils.jid from salt.utils import kinds from salt.defaults import DEFAULT_TARGET_DELIM from salt.utils.validate.path import is_writeable from salt.utils.verify import verify_files import salt.exceptions import salt.ext.six as six from salt.ext.six.moves import range # pylint: disable=import-error,redefined-builtin def _sorted(mixins_or_funcs): return sorted( mixins_or_funcs, key=lambda mf: getattr(mf, '_mixin_prio_', 1000) ) class MixInMeta(type): # This attribute here won't actually do anything. But, if you need to # specify an order or a dependency within the mix-ins, please define the # attribute on your own MixIn _mixin_prio_ = 0 def __new__(mcs, name, bases, attrs): instance = super(MixInMeta, mcs).__new__(mcs, name, bases, attrs) if not hasattr(instance, '_mixin_setup'): raise RuntimeError( 'Don\'t subclass {0} in {1} if you\'re not going to use it ' 'as a salt parser mix-in.'.format(mcs.__name__, name) ) return instance class OptionParserMeta(MixInMeta): def __new__(mcs, name, bases, attrs): instance = super(OptionParserMeta, mcs).__new__(mcs, name, bases, attrs) if not hasattr(instance, '_mixin_setup_funcs'): instance._mixin_setup_funcs = [] if not hasattr(instance, '_mixin_process_funcs'): instance._mixin_process_funcs = [] if not hasattr(instance, '_mixin_after_parsed_funcs'): instance._mixin_after_parsed_funcs = [] if not hasattr(instance, '_mixin_before_exit_funcs'): instance._mixin_before_exit_funcs = [] for base in _sorted(bases + (instance,)): func = getattr(base, '_mixin_setup', None) if func is not None and func not in instance._mixin_setup_funcs: instance._mixin_setup_funcs.append(func) func = getattr(base, '_mixin_after_parsed', None) if func is not None and func not in \ instance._mixin_after_parsed_funcs: instance._mixin_after_parsed_funcs.append(func) func = getattr(base, '_mixin_before_exit', None) if func is not None and func not in \ instance._mixin_before_exit_funcs: instance._mixin_before_exit_funcs.append(func) # Mark process_<opt> functions with the base priority for sorting for func in dir(base): if not func.startswith('process_'): continue func = getattr(base, func) if getattr(func, '_mixin_prio_', None) is not None: # Function already has the attribute set, don't override it continue if six.PY2: func.__func__._mixin_prio_ = getattr( base, '_mixin_prio_', 1000 ) else: func._mixin_prio_ = getattr( base, '_mixin_prio_', 1000 ) return instance class CustomOption(optparse.Option, object): def take_action(self, action, dest, *args, **kwargs): # see https://github.com/python/cpython/blob/master/Lib/optparse.py#L786 self.explicit = True return optparse.Option.take_action(self, action, dest, *args, **kwargs) class OptionParser(optparse.OptionParser, object): VERSION = version.__saltstack_version__.formatted_version usage = '%prog' epilog = ('You can find additional help about %prog issuing "man %prog" ' 'or on http://docs.saltstack.com') description = None # Private attributes _mixin_prio_ = 100 # Setup multiprocessing logging queue listener _setup_mp_logging_listener_ = False def __init__(self, *args, **kwargs): kwargs.setdefault('version', '%prog {0}'.format(self.VERSION)) kwargs.setdefault('usage', self.usage) if self.description: kwargs.setdefault('description', self.description) if self.epilog: kwargs.setdefault('epilog', self.epilog) kwargs.setdefault('option_class', CustomOption) optparse.OptionParser.__init__(self, *args, **kwargs) if self.epilog and '%prog' in self.epilog: self.epilog = self.epilog.replace('%prog', self.get_prog_name()) def add_option_group(self, *args, **kwargs): option_group = optparse.OptionParser.add_option_group(self, *args, **kwargs) option_group.option_class = CustomOption return option_group def parse_args(self, args=None, values=None): options, args = optparse.OptionParser.parse_args(self, args, values) if 'args_stdin' in options.__dict__ and options.args_stdin is True: # Read additional options and/or arguments from stdin and combine # them with the options and arguments from the command line. new_inargs = sys.stdin.readlines() new_inargs = [arg.rstrip('\r\n') for arg in new_inargs] new_options, new_args = optparse.OptionParser.parse_args( self, new_inargs) options.__dict__.update(new_options.__dict__) args.extend(new_args) if options.versions_report: self.print_versions_report() self.options, self.args = options, args # Let's get some proper sys.stderr logging as soon as possible!!! # This logging handler will be removed once the proper console or # logfile logging is setup. log.setup_temp_logger( getattr(self.options, 'log_level', 'error') ) # Gather and run the process_<option> functions in the proper order process_option_funcs = [] for option_key in options.__dict__: process_option_func = getattr( self, 'process_{0}'.format(option_key), None ) if process_option_func is not None: process_option_funcs.append(process_option_func) for process_option_func in _sorted(process_option_funcs): try: process_option_func() except Exception as err: # pylint: disable=broad-except logging.getLogger(__name__).exception(err) self.error( 'Error while processing {0}: {1}'.format( process_option_func, traceback.format_exc(err) ) ) # Run the functions on self._mixin_after_parsed_funcs for mixin_after_parsed_func in self._mixin_after_parsed_funcs: # pylint: disable=no-member try: mixin_after_parsed_func(self) except Exception as err: # pylint: disable=broad-except logging.getLogger(__name__).exception(err) self.error( 'Error while processing {0}: {1}'.format( mixin_after_parsed_func, traceback.format_exc(err) ) ) if self.config.get('conf_file', None) is not None: # pylint: disable=no-member logging.getLogger(__name__).debug( 'Configuration file path: {0}'.format( self.config['conf_file'] # pylint: disable=no-member ) ) # Retain the standard behavior of optparse to return options and args return options, args def _populate_option_list(self, option_list, add_help=True): optparse.OptionParser._populate_option_list( self, option_list, add_help=add_help ) for mixin_setup_func in self._mixin_setup_funcs: # pylint: disable=no-member mixin_setup_func(self) def _add_version_option(self): optparse.OptionParser._add_version_option(self) self.add_option( '--versions-report', '-V', action='store_true', help='Show program\'s dependencies version number and exit.' ) def print_versions_report(self, file=sys.stdout): # pylint: disable=redefined-builtin print('\n'.join(version.versions_report()), file=file) self.exit(salt.defaults.exitcodes.EX_OK) def exit(self, status=0, msg=None): # Run the functions on self._mixin_after_parsed_funcs for mixin_before_exit_func in self._mixin_before_exit_funcs: # pylint: disable=no-member try: mixin_before_exit_func(self) except Exception as err: # pylint: disable=broad-except logger = logging.getLogger(__name__) logger.exception(err) logger.error( 'Error while processing {0}: {1}'.format( mixin_before_exit_func, traceback.format_exc(err) ) ) if self._setup_mp_logging_listener_ is True: # Stop the logging queue listener process log.shutdown_multiprocessing_logging_listener(daemonizing=True) if isinstance(msg, six.string_types) and msg and msg[-1] != '\n': msg = '{0}\n'.format(msg) optparse.OptionParser.exit(self, status, msg) def error(self, msg): """error(msg : string) Print a usage message incorporating 'msg' to stderr and exit. This keeps option parsing exit status uniform for all parsing errors. """ self.print_usage(sys.stderr) self.exit(salt.defaults.exitcodes.EX_USAGE, '{0}: error: {1}\n'.format(self.get_prog_name(), msg)) class MergeConfigMixIn(six.with_metaclass(MixInMeta, object)): ''' This mix-in will simply merge the CLI-passed options, by overriding the configuration file loaded settings. This mix-in should run last. ''' _mixin_prio_ = six.MAXSIZE def _mixin_setup(self): if not hasattr(self, 'setup_config') and not hasattr(self, 'config'): # No configuration was loaded on this parser. # There's nothing to do here. return # Add an additional function that will merge the shell options with # the config options and if needed override them self._mixin_after_parsed_funcs.append(self.__merge_config_with_cli) def __merge_config_with_cli(self, *args): # pylint: disable=unused-argument # Merge parser options for option in self.option_list: if option.dest is None: # --version does not have dest attribute set for example. # All options defined by us, even if not explicitly(by kwarg), # will have the dest attribute set continue # Get the passed value from shell. If empty get the default one default = self.defaults.get(option.dest) value = getattr(self.options, option.dest, default) if option.dest not in self.config: # There's no value in the configuration file if value is not None: # There's an actual value, add it to the config self.config[option.dest] = value elif value is not None and getattr(option, "explicit", False): # Only set the value in the config file IF it was explicitly # specified by the user, this makes it possible to tweak settings # on the configuration files bypassing the shell option flags' # defaults self.config[option.dest] = value elif option.dest in self.config: # Let's update the option value with the one from the # configuration file. This allows the parsers to make use of # the updated value by using self.options.<option> setattr(self.options, option.dest, self.config[option.dest]) # Merge parser group options if any for group in self.option_groups: for option in group.option_list: if option.dest is None: continue # Get the passed value from shell. If empty get the default one default = self.defaults.get(option.dest) value = getattr(self.options, option.dest, default) if option.dest not in self.config: # There's no value in the configuration file if value is not None: # There's an actual value, add it to the config self.config[option.dest] = value elif value is not None and getattr(option, "explicit", False): # Only set the value in the config file IF it was explicitly # specified by the user, this makes it possible to tweak # settings on the configuration files bypassing the shell # option flags' defaults self.config[option.dest] = value elif option.dest in self.config: # Let's update the option value with the one from the # configuration file. This allows the parsers to make use # of the updated value by using self.options.<option> setattr(self.options, option.dest, self.config[option.dest]) class SaltfileMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = -20 def _mixin_setup(self): self.add_option( '--saltfile', default=None, help='Specify the path to a Saltfile. If not passed, one will be ' 'searched for in the current working directory.' ) def process_saltfile(self): if self.options.saltfile is None: # No one passed a Saltfile as an option, environment variable!? self.options.saltfile = os.environ.get('SALT_SALTFILE', None) if self.options.saltfile is None: # If we're here, no one passed a Saltfile either to the CLI tool or # as an environment variable. # Is there a Saltfile in the current directory? try: # cwd may not exist if it was removed but salt was run from it saltfile = os.path.join(os.getcwd(), 'Saltfile') except OSError: saltfile = '' if os.path.isfile(saltfile): self.options.saltfile = saltfile else: saltfile = self.options.saltfile if not self.options.saltfile: # There's still no valid Saltfile? No need to continue... return if not os.path.isfile(self.options.saltfile): self.error( '\'{0}\' file does not exist.\n'.format(self.options.saltfile ) ) # Make sure we have an absolute path self.options.saltfile = os.path.abspath(self.options.saltfile) # Make sure we let the user know that we will be loading a Saltfile logging.getLogger(__name__).info( 'Loading Saltfile from \'{0}\''.format(self.options.saltfile) ) try: saltfile_config = config._read_conf_file(saltfile) except salt.exceptions.SaltConfigurationError as error: self.error(error.message) self.exit(salt.defaults.exitcodes.EX_GENERIC, '{0}: error: {1}\n'.format(self.get_prog_name(), error.message)) if not saltfile_config: # No configuration was loaded from the Saltfile return if self.get_prog_name() not in saltfile_config: # There's no configuration specific to the CLI tool. Stop! return # We just want our own configuration cli_config = saltfile_config[self.get_prog_name()] # If there are any options, who's names match any key from the loaded # Saltfile, we need to update its default value for option in self.option_list: if option.dest is None: # --version does not have dest attribute set for example. continue if option.dest not in cli_config: # If we don't have anything in Saltfile for this option, let's # continue processing right now continue # Get the passed value from shell. If empty get the default one default = self.defaults.get(option.dest) value = getattr(self.options, option.dest, default) if value != default: # The user passed an argument, we won't override it with the # one from Saltfile, if any continue # We reached this far! Set the Saltfile value on the option setattr(self.options, option.dest, cli_config[option.dest]) option.explicit = True # Let's also search for options referred in any option groups for group in self.option_groups: for option in group.option_list: if option.dest is None: continue if option.dest not in cli_config: # If we don't have anything in Saltfile for this option, # let's continue processing right now continue # Get the passed value from shell. If empty get the default one default = self.defaults.get(option.dest) value = getattr(self.options, option.dest, default) if value != default: # The user passed an argument, we won't override it with # the one from Saltfile, if any continue setattr(self.options, option.dest, cli_config[option.dest]) option.explicit = True # Any left over value in the saltfile can now be safely added for key in cli_config: setattr(self.options, key, cli_config[key]) class HardCrashMixin(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 40 _config_filename_ = None def _mixin_setup(self): hard_crash = os.environ.get('SALT_HARD_CRASH', False) self.add_option( '--hard-crash', action='store_true', default=hard_crash, help=('Raise any original exception rather than exiting gracefully. ' 'Default: %default.') ) class ConfigDirMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = -10 _config_filename_ = None _default_config_dir_ = syspaths.CONFIG_DIR _default_config_dir_env_var_ = 'SALT_CONFIG_DIR' def _mixin_setup(self): config_dir = os.environ.get(self._default_config_dir_env_var_, None) if not config_dir: config_dir = self._default_config_dir_ logging.getLogger(__name__).debug('SYSPATHS setup as: {0}'.format(syspaths.CONFIG_DIR)) self.add_option( '-c', '--config-dir', default=config_dir, help=('Pass in an alternative configuration directory. Default: ' '\'%default\'.') ) def process_config_dir(self): if not os.path.isdir(self.options.config_dir): # No logging is configured yet sys.stderr.write( 'WARNING: CONFIG \'{0}\' directory does not exist.\n'.format( self.options.config_dir ) ) # Make sure we have an absolute path self.options.config_dir = os.path.abspath(self.options.config_dir) if hasattr(self, 'setup_config'): if not hasattr(self, 'config'): self.config = {} try: self.config.update(self.setup_config()) except (IOError, OSError) as exc: self.error( 'Failed to load configuration: {0}'.format(exc) ) def get_config_file_path(self, configfile=None): if configfile is None: configfile = self._config_filename_ return os.path.join(self.options.config_dir, configfile) class LogLevelMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 10 _default_logging_level_ = 'warning' _default_logging_logfile_ = None _logfile_config_setting_name_ = 'log_file' _loglevel_config_setting_name_ = 'log_level' _logfile_loglevel_config_setting_name_ = 'log_level_logfile' # pylint: disable=invalid-name _skip_console_logging_config_ = False def _mixin_setup(self): if self._default_logging_logfile_ is None: # This is an attribute available for programmers, so, raise a # RuntimeError to let them know about the proper usage. raise RuntimeError( 'Please set {0}._default_logging_logfile_'.format( self.__class__.__name__ ) ) group = self.logging_options_group = optparse.OptionGroup( self, 'Logging Options', 'Logging options which override any settings defined on the ' 'configuration files.' ) self.add_option_group(group) if not getattr(self, '_skip_console_logging_config_', False): group.add_option( '-l', '--log-level', choices=list(log.LOG_LEVELS), help='Console logging log level. One of {0}. ' 'Default: \'{1}\'.'.format( ', '.join([repr(l) for l in log.SORTED_LEVEL_NAMES]), getattr(self, '_default_logging_level_', 'warning') ) ) group.add_option( '--log-file', default=None, help='Log file path. Default: \'{0}\'.'.format( self._default_logging_logfile_ ) ) group.add_option( '--log-file-level', dest=self._logfile_loglevel_config_setting_name_, choices=list(log.LOG_LEVELS), help='Logfile logging log level. One of {0}. ' 'Default: \'{1}\'.'.format( ', '.join([repr(l) for l in log.SORTED_LEVEL_NAMES]), getattr(self, '_default_logging_level_', 'warning') ) ) def process_log_level(self): if not self.options.log_level: cli_log_level = 'cli_{0}_log_level'.format( self.get_prog_name().replace('-', '_') ) if self.config.get(cli_log_level, None) is not None: self.options.log_level = self.config.get(cli_log_level) elif self.config.get(self._loglevel_config_setting_name_, None): self.options.log_level = self.config.get( self._loglevel_config_setting_name_ ) else: self.options.log_level = self._default_logging_level_ # Setup extended logging right before the last step self._mixin_after_parsed_funcs.append(self.__setup_extended_logging) # Setup the console and log file configuration before the MP logging # listener because the MP logging listener may need that config. self._mixin_after_parsed_funcs.append(self.__setup_logfile_logger_config) self._mixin_after_parsed_funcs.append(self.__setup_console_logger_config) # Setup the multiprocessing log queue listener if enabled self._mixin_after_parsed_funcs.append(self._setup_mp_logging_listener) # Setup the console as the last _mixin_after_parsed_func to run self._mixin_after_parsed_funcs.append(self.__setup_console_logger) def process_log_file(self): if not self.options.log_file: cli_setting_name = 'cli_{0}_log_file'.format( self.get_prog_name().replace('-', '_') ) if self.config.get(cli_setting_name, None) is not None: # There's a configuration setting defining this log file path, # i.e., `key_log_file` if the cli tool is `salt-key` self.options.log_file = self.config.get(cli_setting_name) elif self.config.get(self._logfile_config_setting_name_, None): # Is the regular log file setting set? self.options.log_file = self.config.get( self._logfile_config_setting_name_ ) else: # Nothing is set on the configuration? Let's use the cli tool # defined default self.options.log_file = self._default_logging_logfile_ def process_log_file_level(self): if not self.options.log_file_level: cli_setting_name = 'cli_{0}_log_file_level'.format( self.get_prog_name().replace('-', '_') ) if self.config.get(cli_setting_name, None) is not None: # There's a configuration setting defining this log file # logging level, i.e., `key_log_file_level` if the cli tool is # `salt-key` self.options.log_file_level = self.config.get(cli_setting_name) elif self.config.get( self._logfile_loglevel_config_setting_name_, None): # Is the regular log file level setting set? self.options.log_file_level = self.config.get( self._logfile_loglevel_config_setting_name_ ) else: # Nothing is set on the configuration? Let's use the cli tool # defined default self.options.log_level = self._default_logging_level_ def __setup_logfile_logger_config(self, *args): # pylint: disable=unused-argument if self._logfile_loglevel_config_setting_name_ in self.config and not \ self.config.get(self._logfile_loglevel_config_setting_name_): # Remove it from config so it inherits from log_level self.config.pop(self._logfile_loglevel_config_setting_name_) loglevel = self.config.get( self._logfile_loglevel_config_setting_name_, self.config.get( # From the config setting self._loglevel_config_setting_name_, # From the console setting self.config['log_level'] ) ) cli_log_path = 'cli_{0}_log_file'.format( self.get_prog_name().replace('-', '_') ) if cli_log_path in self.config and not self.config.get(cli_log_path): # Remove it from config so it inherits from log_level_logfile self.config.pop(cli_log_path) if self._logfile_config_setting_name_ in self.config and not \ self.config.get(self._logfile_config_setting_name_): # Remove it from config so it inherits from log_file self.config.pop(self._logfile_config_setting_name_) logfile = self.config.get( # First from the config cli setting cli_log_path, self.config.get( # From the config setting self._logfile_config_setting_name_ ) ) if self.config['verify_env']: # Verify the logfile if it was explicitly set but do not try to # verify the default if logfile is not None and not logfile.startswith(('tcp://', 'udp://', 'file://')): # Logfile is not using Syslog, verify current_umask = os.umask(0o027) verify_files([logfile], self.config['user']) os.umask(current_umask) if logfile is None: # Use the default setting if the logfile wasn't explicity set logfile = self._default_logging_logfile_ cli_log_file_fmt = 'cli_{0}_log_file_fmt'.format( self.get_prog_name().replace('-', '_') ) if cli_log_file_fmt in self.config and not \ self.config.get(cli_log_file_fmt): # Remove it from config so it inherits from log_fmt_logfile self.config.pop(cli_log_file_fmt) if self.config.get('log_fmt_logfile', None) is None: # Remove it from config so it inherits from log_fmt_console self.config.pop('log_fmt_logfile', None) log_file_fmt = self.config.get( cli_log_file_fmt, self.config.get( 'cli_{0}_log_fmt'.format( self.get_prog_name().replace('-', '_') ), self.config.get( 'log_fmt_logfile', self.config.get( 'log_fmt_console', self.config.get( 'log_fmt', config._DFLT_LOG_FMT_CONSOLE ) ) ) ) ) cli_log_file_datefmt = 'cli_{0}_log_file_datefmt'.format( self.get_prog_name().replace('-', '_') ) if cli_log_file_datefmt in self.config and not \ self.config.get(cli_log_file_datefmt): # Remove it from config so it inherits from log_datefmt_logfile self.config.pop(cli_log_file_datefmt) if self.config.get('log_datefmt_logfile', None) is None: # Remove it from config so it inherits from log_datefmt_console self.config.pop('log_datefmt_logfile', None) if self.config.get('log_datefmt_console', None) is None: # Remove it from config so it inherits from log_datefmt self.config.pop('log_datefmt_console', None) log_file_datefmt = self.config.get( cli_log_file_datefmt, self.config.get( 'cli_{0}_log_datefmt'.format( self.get_prog_name().replace('-', '_') ), self.config.get( 'log_datefmt_logfile', self.config.get( 'log_datefmt_console', self.config.get( 'log_datefmt', '%Y-%m-%d %H:%M:%S' ) ) ) ) ) if not is_writeable(logfile, check_parent=True): # Since we're not be able to write to the log file or its parent # directory (if the log file does not exit), are we the same user # as the one defined in the configuration file? current_user = salt.utils.get_user() if self.config['user'] != current_user: # Yep, not the same user! # Is the current user in ACL? acl = self.config.get('publisher_acl') or self.config.get('client_acl', {}) if salt.utils.check_whitelist_blacklist(current_user, whitelist=six.iterkeys(acl)): # Yep, the user is in ACL! # Let's write the logfile to its home directory instead. xdg_dir = salt.utils.xdg.xdg_config_dir() user_salt_dir = (xdg_dir if os.path.isdir(xdg_dir) else os.path.expanduser('~/.salt')) if not os.path.isdir(user_salt_dir): os.makedirs(user_salt_dir, 0o750) logfile_basename = os.path.basename( self._default_logging_logfile_ ) logging.getLogger(__name__).debug( 'The user \'{0}\' is not allowed to write to \'{1}\'. ' 'The log file will be stored in ' '\'~/.salt/\'{2}\'.log\''.format( current_user, logfile, logfile_basename ) ) logfile = os.path.join( user_salt_dir, '{0}.log'.format(logfile_basename) ) # If we haven't changed the logfile path and it's not writeable, # salt will fail once we try to setup the logfile logging. # Save the settings back to the configuration self.config[self._logfile_config_setting_name_] = logfile self.config[self._logfile_loglevel_config_setting_name_] = loglevel self.config['log_fmt_logfile'] = log_file_fmt self.config['log_datefmt_logfile'] = log_file_datefmt def setup_logfile_logger(self): logfile = self.config[self._logfile_config_setting_name_] loglevel = self.config[self._logfile_loglevel_config_setting_name_] log_file_fmt = self.config['log_fmt_logfile'] log_file_datefmt = self.config['log_datefmt_logfile'] log.setup_logfile_logger( logfile, loglevel, log_format=log_file_fmt, date_format=log_file_datefmt ) for name, level in six.iteritems(self.config['log_granular_levels']): log.set_logger_level(name, level) def __setup_extended_logging(self, *args): # pylint: disable=unused-argument log.setup_extended_logging(self.config) def _get_mp_logging_listener_queue(self): return log.get_multiprocessing_logging_queue() def _setup_mp_logging_listener(self, *args): # pylint: disable=unused-argument if self._setup_mp_logging_listener_: log.setup_multiprocessing_logging_listener( self.config, self._get_mp_logging_listener_queue() ) def __setup_console_logger_config(self, *args): # pylint: disable=unused-argument # Since we're not going to be a daemon, setup the console logger cli_log_fmt = 'cli_{0}_log_fmt'.format( self.get_prog_name().replace('-', '_') ) if cli_log_fmt in self.config and not self.config.get(cli_log_fmt): # Remove it from config so it inherits from log_fmt_console self.config.pop(cli_log_fmt) logfmt = self.config.get( cli_log_fmt, self.config.get( 'log_fmt_console', self.config.get( 'log_fmt', config._DFLT_LOG_FMT_CONSOLE ) ) ) cli_log_datefmt = 'cli_{0}_log_datefmt'.format( self.get_prog_name().replace('-', '_') ) if cli_log_datefmt in self.config and not \ self.config.get(cli_log_datefmt): # Remove it from config so it inherits from log_datefmt_console self.config.pop(cli_log_datefmt) if self.config.get('log_datefmt_console', None) is None: # Remove it from config so it inherits from log_datefmt self.config.pop('log_datefmt_console', None) datefmt = self.config.get( cli_log_datefmt, self.config.get( 'log_datefmt_console', self.config.get( 'log_datefmt', '%Y-%m-%d %H:%M:%S' ) ) ) # Save the settings back to the configuration self.config['log_fmt_console'] = logfmt self.config['log_datefmt_console'] = datefmt def __setup_console_logger(self, *args): # pylint: disable=unused-argument # If daemon is set force console logger to quiet if getattr(self.options, 'daemon', False) is True: return log.setup_console_logger( self.config['log_level'], log_format=self.config['log_fmt_console'], date_format=self.config['log_datefmt_console'] ) for name, level in six.iteritems(self.config['log_granular_levels']): log.set_logger_level(name, level) class RunUserMixin(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 20 def _mixin_setup(self): self.add_option( '-u', '--user', help='Specify user to run {0}.'.format(self.get_prog_name()) ) class DaemonMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 30 def _mixin_setup(self): self.add_option( '-d', '--daemon', default=False, action='store_true', help='Run the {0} as a daemon.'.format(self.get_prog_name()) ) self.add_option( '--pid-file', dest='pidfile', default=os.path.join( syspaths.PIDFILE_DIR, '{0}.pid'.format(self.get_prog_name()) ), help=('Specify the location of the pidfile. Default: \'%default\'.') ) def _mixin_before_exit(self): if hasattr(self, 'config') and self.config.get('pidfile', ''): # We've loaded and merged options into the configuration, it's safe # to query about the pidfile if self.check_pidfile(): os.unlink(self.config['pidfile']) def set_pidfile(self): from salt.utils.process import set_pidfile set_pidfile(self.config['pidfile'], self.config['user']) def check_pidfile(self): ''' Report whether a pidfile exists ''' from salt.utils.process import check_pidfile return check_pidfile(self.config['pidfile']) def get_pidfile(self): ''' Return a pid contained in a pidfile ''' from salt.utils.process import get_pidfile return get_pidfile(self.config['pidfile']) def daemonize_if_required(self): if self.options.daemon: if self._setup_mp_logging_listener_ is True: # Stop the logging queue listener for the current process # We'll restart it once forked log.shutdown_multiprocessing_logging_listener(daemonizing=True) # Late import so logging works correctly salt.utils.daemonize() # Setup the multiprocessing log queue listener if enabled self._setup_mp_logging_listener() def check_running(self): ''' Check if a pid file exists and if it is associated with a running process. ''' # There is no os.getppid method for windows if salt.utils.is_windows(): from salt.utils.win_functions import get_parent_pid ppid = get_parent_pid() else: ppid = os.getppid() if self.check_pidfile(): pid = self.get_pidfile() if not salt.utils.is_windows(): if self.check_pidfile() and self.is_daemonized(pid) and not os.getppid() == pid: return True else: # We have no os.getppid() on Windows. Best effort. if self.check_pidfile() and self.is_daemonized(pid): return True return False def is_daemonized(self, pid): from salt.utils.process import os_is_running return os_is_running(pid) # Common methods for scripts which can daemonize def _install_signal_handlers(self): signal.signal(signal.SIGTERM, self._handle_signals) signal.signal(signal.SIGINT, self._handle_signals) def prepare(self): self.parse_args() def start(self): self.prepare() self._install_signal_handlers() def _handle_signals(self, signum, sigframe): # pylint: disable=unused-argument msg = self.__class__.__name__ if signum == signal.SIGINT: msg += ' received a SIGINT.' elif signum == signal.SIGTERM: msg += ' received a SIGTERM.' logging.getLogger(__name__).warning('{0} Exiting.'.format(msg)) self.shutdown(exitmsg='{0} Exited.'.format(msg)) def shutdown(self, exitcode=0, exitmsg=None): self.exit(exitcode, exitmsg) class PidfileMixin(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 40 def _mixin_setup(self): salt.utils.warn_until( 'Nitrogen', 'Please stop sub-classing PidfileMix and instead subclass ' 'DaemonMixIn which contains the same behavior. PidfileMixin ' 'will be supported until Salt {version}.' ) try: self.add_option( '--pid-file', dest='pidfile', default=os.path.join( syspaths.PIDFILE_DIR, '{0}.pid'.format(self.get_prog_name()) ), help=('Specify the location of the pidfile. Default: \'%default\'.') ) # Since there was no colision with DaemonMixin, let's add the # pidfile mixin methods. This is used using types.MethodType # because if we had defined these at the class level, they would # have overridden the exact same methods from the DaemonMixin. def set_pidfile(self): from salt.utils.process import set_pidfile set_pidfile(self.config['pidfile'], self.config['user']) self.set_pidfile = types.MethodType(set_pidfile, self) def check_pidfile(self): ''' Report whether a pidfile exists ''' from salt.utils.process import check_pidfile return check_pidfile(self.config['pidfile']) self.check_pidfile = types.MethodType(check_pidfile, self) def get_pidfile(self): ''' Return a pid contained in a pidfile ''' from salt.utils.process import get_pidfile return get_pidfile(self.config['pidfile']) self.get_pidfile = types.MethodType(get_pidfile, self) except optparse.OptionConflictError: # The option was already added by the DaemonMixin pass class TargetOptionsMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 20 selected_target_option = None def _mixin_setup(self): group = self.target_options_group = optparse.OptionGroup( self, 'Target Options', 'Target selection options.' ) self.add_option_group(group) group.add_option( '-E', '--pcre', default=False, action='store_true', help=('Instead of using shell globs to evaluate the target ' 'servers, use pcre regular expressions.') ) group.add_option( '-L', '--list', default=False, action='store_true', help=('Instead of using shell globs to evaluate the target ' 'servers, take a comma or space delimited list of ' 'servers.') ) group.add_option( '-G', '--grain', default=False, action='store_true', help=('Instead of using shell globs to evaluate the target ' 'use a grain value to identify targets, the syntax ' 'for the target is the grain key followed by a glob' 'expression: "os:Arch*".') ) group.add_option( '-P', '--grain-pcre', default=False, action='store_true', help=('Instead of using shell globs to evaluate the target ' 'use a grain value to identify targets, the syntax ' 'for the target is the grain key followed by a pcre ' 'regular expression: "os:Arch.*".') ) group.add_option( '-N', '--nodegroup', default=False, action='store_true', help=('Instead of using shell globs to evaluate the target ' 'use one of the predefined nodegroups to identify a ' 'list of targets.') ) group.add_option( '-R', '--range', default=False, action='store_true', help=('Instead of using shell globs to evaluate the target ' 'use a range expression to identify targets. ' 'Range expressions look like %cluster.') ) group = self.additional_target_options_group = optparse.OptionGroup( self, 'Additional Target Options', 'Additional options for minion targeting.' ) self.add_option_group(group) group.add_option( '--delimiter', default=DEFAULT_TARGET_DELIM, help=('Change the default delimiter for matching in multi-level ' 'data structures. Default: \'%default\'.') ) self._create_process_functions() def _create_process_functions(self): for option in self.target_options_group.option_list: def process(opt): if getattr(self.options, opt.dest): self.selected_target_option = opt.dest funcname = 'process_{0}'.format(option.dest) if not hasattr(self, funcname): setattr(self, funcname, partial(process, option)) def _mixin_after_parsed(self): group_options_selected = [ option for option in self.target_options_group.option_list if getattr(self.options, option.dest) is True ] if len(group_options_selected) > 1: self.error( 'The options {0} are mutually exclusive. Please only choose ' 'one of them'.format('/'.join( [option.get_opt_string() for option in group_options_selected])) ) self.config['selected_target_option'] = self.selected_target_option class ExtendedTargetOptionsMixIn(TargetOptionsMixIn): def _mixin_setup(self): TargetOptionsMixIn._mixin_setup(self) group = self.target_options_group group.add_option( '-C', '--compound', default=False, action='store_true', help=('The compound target option allows for multiple target ' 'types to be evaluated, allowing for greater granularity in ' 'target matching. The compound target is space delimited, ' 'targets other than globs are preceded with an identifier ' 'matching the specific targets argument type: salt ' '\'G@os:RedHat and webser* or E@database.*\'.') ) group.add_option( '-I', '--pillar', default=False, dest='pillar_target', action='store_true', help=('Instead of using shell globs to evaluate the target ' 'use a pillar value to identify targets, the syntax ' 'for the target is the pillar key followed by a glob ' 'expression: "role:production*".') ) group.add_option( '-J', '--pillar-pcre', default=False, action='store_true', help=('Instead of using shell globs to evaluate the target ' 'use a pillar value to identify targets, the syntax ' 'for the target is the pillar key followed by a pcre ' 'regular expression: "role:prod.*".') ) group.add_option( '-S', '--ipcidr', default=False, action='store_true', help=('Match based on Subnet (CIDR notation) or IP address.') ) self._create_process_functions() def process_pillar_target(self): if self.options.pillar_target: self.selected_target_option = 'pillar' class TimeoutMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 10 def _mixin_setup(self): if not hasattr(self, 'default_timeout'): raise RuntimeError( 'You need to define the \'default_timeout\' attribute ' 'on {0}'.format(self.__class__.__name__) ) self.add_option( '-t', '--timeout', type=int, default=self.default_timeout, help=('Change the timeout, if applicable, for the running ' 'command (in seconds). Default: %default.') ) class ArgsStdinMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 10 def _mixin_setup(self): self.add_option( '--args-stdin', default=False, dest='args_stdin', action='store_true', help=('Read additional options and/or arguments from stdin. ' 'Each entry is newline separated.') ) class ProxyIdMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio = 40 def _mixin_setup(self): self.add_option( '--proxyid', default=None, dest='proxyid', help=('Id for this proxy.') ) class OutputOptionsMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 40 _include_text_out_ = False selected_output_option = None def _mixin_setup(self): group = self.output_options_group = optparse.OptionGroup( self, 'Output Options', 'Configure your preferred output format.' ) self.add_option_group(group) group.add_option( '--out', '--output', dest='output', help=( 'Print the output from the \'{0}\' command using the ' 'specified outputter.'.format( self.get_prog_name(), ) ) ) group.add_option( '--out-indent', '--output-indent', dest='output_indent', default=None, type=int, help=('Print the output indented by the provided value in spaces. ' 'Negative values disables indentation. Only applicable in ' 'outputters that support indentation.') ) group.add_option( '--out-file', '--output-file', dest='output_file', default=None, help='Write the output to the specified file.' ) group.add_option( '--out-file-append', '--output-file-append', action='store_true', dest='output_file_append', default=False, help='Append the output to the specified file.' ) group.add_option( '--no-color', '--no-colour', default=False, action='store_true', help='Disable all colored output.' ) group.add_option( '--force-color', '--force-colour', default=False, action='store_true', help='Force colored output.' ) group.add_option( '--state-output', '--state_output', default=None, help=('Override the configured state_output value for minion ' 'output. One of \'full\', \'terse\', \'mixed\', \'changes\' or \'filter\'. ' 'Default: \'%default\'.') ) group.add_option( '--state-verbose', '--state_verbose', default=None, help=('Override the configured state_verbose value for minion ' 'output. Set to True or False. Default: %default.') ) for option in self.output_options_group.option_list: def process(opt): default = self.defaults.get(opt.dest) if getattr(self.options, opt.dest, default) is False: return self.selected_output_option = opt.dest funcname = 'process_{0}'.format(option.dest) if not hasattr(self, funcname): setattr(self, funcname, partial(process, option)) def process_output(self): self.selected_output_option = self.options.output def process_output_file(self): if self.options.output_file is not None and self.options.output_file_append is False: if os.path.isfile(self.options.output_file): try: with salt.utils.fopen(self.options.output_file, 'w') as ofh: # Make this a zero length filename instead of removing # it. This way we keep the file permissions. ofh.write('') except (IOError, OSError) as exc: self.error( '{0}: Access denied: {1}'.format( self.options.output_file, exc ) ) def process_state_verbose(self): if self.options.state_verbose == "True" or self.options.state_verbose == "true": self.options.state_verbose = True elif self.options.state_verbose == "False" or self.options.state_verbose == "false": self.options.state_verbose = False def _mixin_after_parsed(self): group_options_selected = [ option for option in self.output_options_group.option_list if ( getattr(self.options, option.dest) and (option.dest.endswith('_out') or option.dest == 'output')) ] if len(group_options_selected) > 1: self.error( 'The options {0} are mutually exclusive. Please only choose ' 'one of them'.format('/'.join([ option.get_opt_string() for option in group_options_selected ])) ) self.config['selected_output_option'] = self.selected_output_option class ExecutionOptionsMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 10 def _mixin_setup(self): group = self.execution_group = optparse.OptionGroup( self, 'Execution Options', # Include description here as a string ) group.add_option( '-L', '--location', default=None, help='Specify which region to connect to.' ) group.add_option( '-a', '--action', default=None, help='Perform an action that may be specific to this cloud ' 'provider. This argument requires one or more instance ' 'names to be specified.' ) group.add_option( '-f', '--function', nargs=2, default=None, metavar='<FUNC-NAME> <PROVIDER>', help='Perform an function that may be specific to this cloud ' 'provider, that does not apply to an instance. This ' 'argument requires a provider to be specified (i.e.: nova).' ) group.add_option( '-p', '--profile', default=None, help='Create an instance using the specified profile.' ) group.add_option( '-m', '--map', default=None, help='Specify a cloud map file to use for deployment. This option ' 'may be used alone, or in conjunction with -Q, -F, -S or -d. ' 'The map can also be filtered by a list of VM names.' ) group.add_option( '-H', '--hard', default=False, action='store_true', help='Delete all VMs that are not defined in the map file. ' 'CAUTION!!! This operation can irrevocably destroy VMs! It ' 'must be explicitly enabled in the cloud config file.' ) group.add_option( '-d', '--destroy', default=False, action='store_true', help='Destroy the specified instance(s).' ) group.add_option( '--no-deploy', default=True, dest='deploy', action='store_false', help='Don\'t run a deploy script after instance creation.' ) group.add_option( '-P', '--parallel', default=False, action='store_true', help='Build all of the specified instances in parallel.' ) group.add_option( '-u', '--update-bootstrap', default=False, action='store_true', help='Update salt-bootstrap to the latest stable bootstrap release.' ) group.add_option( '-y', '--assume-yes', default=False, action='store_true', help='Default "yes" in answer to all confirmation questions.' ) group.add_option( '-k', '--keep-tmp', default=False, action='store_true', help='Do not remove files from /tmp/ after deploy.sh finishes.' ) group.add_option( '--show-deploy-args', default=False, action='store_true', help='Include the options used to deploy the minion in the data ' 'returned.' ) group.add_option( '--script-args', default=None, help='Script arguments to be fed to the bootstrap script when ' 'deploying the VM.' ) group.add_option( '-b', '--bootstrap', nargs=1, default=False, metavar='<HOST> [MINION_ID] [OPTIONS...]', help='Bootstrap an existing machine.' ) self.add_option_group(group) def process_function(self): if self.options.function: self.function_name, self.function_provider = self.options.function if self.function_provider.startswith('-') or \ '=' in self.function_provider: self.error( '--function expects two arguments: <function-name> ' '<provider>' ) class CloudQueriesMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 20 selected_query_option = None def _mixin_setup(self): group = self.cloud_queries_group = optparse.OptionGroup( self, 'Query Options', # Include description here as a string ) group.add_option( '-Q', '--query', default=False, action='store_true', help=('Execute a query and return some information about the ' 'nodes running on configured cloud providers.') ) group.add_option( '-F', '--full-query', default=False, action='store_true', help=('Execute a query and return all information about the ' 'nodes running on configured cloud providers.') ) group.add_option( '-S', '--select-query', default=False, action='store_true', help=('Execute a query and return select information about ' 'the nodes running on configured cloud providers.') ) group.add_option( '--list-providers', default=False, action='store_true', help='Display a list of configured providers.' ) group.add_option( '--list-profiles', default=None, action='store', help='Display a list of configured profiles. Pass in a cloud ' 'provider to view the provider\'s associated profiles, ' 'such as digital_ocean, or pass in "all" to list all the ' 'configured profiles.' ) self.add_option_group(group) self._create_process_functions() def _create_process_functions(self): for option in self.cloud_queries_group.option_list: def process(opt): if getattr(self.options, opt.dest): query = 'list_nodes' if opt.dest == 'full_query': query += '_full' elif opt.dest == 'select_query': query += '_select' elif opt.dest == 'list_providers': query = 'list_providers' if self.args: self.error( '\'--list-providers\' does not accept any ' 'arguments' ) elif opt.dest == 'list_profiles': query = 'list_profiles' option_dict = vars(self.options) if option_dict.get('list_profiles') == '--list-providers': self.error( '\'--list-profiles\' does not accept ' '\'--list-providers\' as an argument' ) self.selected_query_option = query funcname = 'process_{0}'.format(option.dest) if not hasattr(self, funcname): setattr(self, funcname, partial(process, option)) def _mixin_after_parsed(self): group_options_selected = [ option for option in self.cloud_queries_group.option_list if getattr(self.options, option.dest) is not False and getattr(self.options, option.dest) is not None ] if len(group_options_selected) > 1: self.error( 'The options {0} are mutually exclusive. Please only choose ' 'one of them'.format('/'.join([ option.get_opt_string() for option in group_options_selected ])) ) self.config['selected_query_option'] = self.selected_query_option class CloudProvidersListsMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 30 def _mixin_setup(self): group = self.providers_listings_group = optparse.OptionGroup( self, 'Cloud Providers Listings', # Include description here as a string ) group.add_option( '--list-locations', default=None, help=('Display a list of locations available in configured cloud ' 'providers. Pass the cloud provider that available ' 'locations are desired on, aka "linode", or pass "all" to ' 'list locations for all configured cloud providers.') ) group.add_option( '--list-images', default=None, help=('Display a list of images available in configured cloud ' 'providers. Pass the cloud provider that available images ' 'are desired on, aka "linode", or pass "all" to list images ' 'for all configured cloud providers.') ) group.add_option( '--list-sizes', default=None, help=('Display a list of sizes available in configured cloud ' 'providers. Pass the cloud provider that available sizes ' 'are desired on, aka "AWS", or pass "all" to list sizes ' 'for all configured cloud providers.') ) self.add_option_group(group) def _mixin_after_parsed(self): list_options_selected = [ option for option in self.providers_listings_group.option_list if getattr(self.options, option.dest) is not None ] if len(list_options_selected) > 1: self.error( 'The options {0} are mutually exclusive. Please only choose ' 'one of them'.format( '/'.join([ option.get_opt_string() for option in list_options_selected ]) ) ) class ProfilingPMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 130 def _mixin_setup(self): group = self.profiling_group = optparse.OptionGroup( self, 'Profiling support', # Include description here as a string ) group.add_option( '--profiling-path', dest='profiling_path', default='/tmp/stats', help=('Folder that will hold all stats generations path. Default: \'%default\'.') ) group.add_option( '--enable-profiling', dest='profiling_enabled', default=False, action='store_true', help=('Enable generating profiling stats. See also: --profiling-path.') ) self.add_option_group(group) class CloudCredentialsMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 30 def _mixin_setup(self): group = self.cloud_credentials_group = optparse.OptionGroup( self, 'Cloud Credentials', # Include description here as a string ) group.add_option( '--set-password', default=None, nargs=2, metavar='<USERNAME> <PROVIDER>', help=('Configure password for a cloud provider and save it to the keyring. ' 'PROVIDER can be specified with or without a driver, for example: ' '"--set-password bob rackspace" or more specific ' '"--set-password bob rackspace:openstack" ' 'Deprecated.') ) self.add_option_group(group) def process_set_password(self): if self.options.set_password: raise RuntimeError( 'This functionality is not supported; ' 'please see the keyring module at http://docs.saltstack.com/en/latest/topics/sdb/' ) class EAuthMixIn(six.with_metaclass(MixInMeta, object)): _mixin_prio_ = 30 def _mixin_setup(self): group = self.eauth_group = optparse.OptionGroup( self, 'External Authentication', # Include description here as a string ) group.add_option( '-a', '--auth', '--eauth', '--external-auth', default='', dest='eauth', help=('Specify an external authentication system to use.') ) group.add_option( '-T', '--make-token', default=False, dest='mktoken', action='store_true', help=('Generate and save an authentication token for re-use. The ' 'token is generated and made available for the period ' 'defined in the Salt Master.') ) group.add_option( '--username', dest='username', nargs=1, help=('Username for external authentication.') ) group.add_option( '--password', dest='password', nargs=1, help=('Password for external authentication.') ) self.add_option_group(group) class MasterOptionParser(six.with_metaclass(OptionParserMeta, OptionParser, ConfigDirMixIn, MergeConfigMixIn, LogLevelMixIn, RunUserMixin, DaemonMixIn, SaltfileMixIn)): description = 'The Salt master, used to control the Salt minions.' # ConfigDirMixIn config filename attribute _config_filename_ = 'master' # LogLevelMixIn attributes _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'master') _setup_mp_logging_listener_ = True def setup_config(self): return config.master_config(self.get_config_file_path()) class MinionOptionParser(six.with_metaclass(OptionParserMeta, MasterOptionParser)): # pylint: disable=no-init description = ( 'The Salt minion, receives commands from a remote Salt master.' ) # ConfigDirMixIn config filename attribute _config_filename_ = 'minion' # LogLevelMixIn attributes _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'minion') _setup_mp_logging_listener_ = True def setup_config(self): opts = config.minion_config(self.get_config_file_path(), # pylint: disable=no-member cache_minion_id=True, ignore_config_errors=False) # Optimization: disable multiprocessing logging if running as a # daemon, without engines and without multiprocessing if not opts.get('engines') and not opts.get('multiprocessing', True) \ and self.options.daemon: # pylint: disable=no-member self._setup_mp_logging_listener_ = False return opts class ProxyMinionOptionParser(six.with_metaclass(OptionParserMeta, OptionParser, ProxyIdMixIn, ConfigDirMixIn, MergeConfigMixIn, LogLevelMixIn, RunUserMixin, DaemonMixIn, SaltfileMixIn)): # pylint: disable=no-init description = ( 'The Salt proxy minion, connects to and controls devices not able to run a minion. ' 'Receives commands from a remote Salt master.' ) # ConfigDirMixIn config filename attribute _config_filename_ = 'proxy' # LogLevelMixIn attributes _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'proxy') def setup_config(self): try: minion_id = self.values.proxyid except AttributeError: minion_id = None return config.minion_config(self.get_config_file_path(), cache_minion_id=False, minion_id=minion_id) class SyndicOptionParser(six.with_metaclass(OptionParserMeta, OptionParser, ConfigDirMixIn, MergeConfigMixIn, LogLevelMixIn, RunUserMixin, DaemonMixIn, SaltfileMixIn)): description = ( 'A seamless master of masters. Scale Salt to thousands of hosts or ' 'across many different networks.' ) # ConfigDirMixIn config filename attribute _config_filename_ = 'master' # LogLevelMixIn attributes _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'master') _setup_mp_logging_listener_ = True def setup_config(self): return config.syndic_config( self.get_config_file_path(), self.get_config_file_path('minion')) class SaltCMDOptionParser(six.with_metaclass(OptionParserMeta, OptionParser, ConfigDirMixIn, MergeConfigMixIn, TimeoutMixIn, ExtendedTargetOptionsMixIn, OutputOptionsMixIn, LogLevelMixIn, HardCrashMixin, SaltfileMixIn, ArgsStdinMixIn, EAuthMixIn)): default_timeout = 5 usage = '%prog [options] \'<target>\' <function> [arguments]' # ConfigDirMixIn config filename attribute _config_filename_ = 'master' # LogLevelMixIn attributes _default_logging_level_ = 'warning' _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'master') _loglevel_config_setting_name_ = 'cli_salt_log_file' try: os.getcwd() except OSError: sys.exit("Cannot access current working directory. Exiting!") def _mixin_setup(self): self.add_option( '-s', '--static', default=False, action='store_true', help=('Return the data from minions as a group after they ' 'all return.') ) self.add_option( '-p', '--progress', default=False, action='store_true', help=('Display a progress graph. Requires "progressbar" python package.') ) self.add_option( '--failhard', default=False, action='store_true', help=('Stop batch execution upon first "bad" return.') ) self.add_option( '--async', default=False, dest='async', action='store_true', help=('Run the salt command but don\'t wait for a reply.') ) self.add_option( '--subset', default=0, type=int, help=('Execute the routine on a random subset of the targeted ' 'minions. The minions will be verified that they have the ' 'named function before executing.') ) self.add_option( '-v', '--verbose', default=False, action='store_true', help=('Turn on command verbosity, display jid and active job ' 'queries.') ) self.add_option( '--hide-timeout', dest='show_timeout', default=True, action='store_false', help=('Hide minions that timeout.') ) self.add_option( '--show-jid', default=False, action='store_true', help=('Display jid without the additional output of --verbose.') ) self.add_option( '-b', '--batch', '--batch-size', default='', dest='batch', help=('Execute the salt job in batch mode, pass either the number ' 'of minions to batch at a time, or the percentage of ' 'minions to have running.') ) self.add_option( '--batch-wait', default=0, dest='batch_wait', type=float, help=('Wait the specified time in seconds after each job is done ' 'before freeing the slot in the batch for the next one.') ) self.add_option( '--return', default='', metavar='RETURNER', help=('Set an alternative return method. By default salt will ' 'send the return data from the command back to the master, ' 'but the return data can be redirected into any number of ' 'systems, databases or applications.') ) self.add_option( '--return_config', default='', metavar='RETURNER_CONF', help=('Set an alternative return method. By default salt will ' 'send the return data from the command back to the master, ' 'but the return data can be redirected into any number of ' 'systems, databases or applications.') ) self.add_option( '--return_kwargs', default={}, metavar='RETURNER_KWARGS', help=('Set any returner options at the command line.') ) self.add_option( '--module-executors', dest='module_executors', default=None, metavar='EXECUTOR_LIST', help=('Set an alternative list of executors to override the one ' 'set in minion config.') ) self.add_option( '-d', '--doc', '--documentation', dest='doc', default=False, action='store_true', help=('Return the documentation for the specified module or for ' 'all modules if none are specified.') ) self.add_option( '--args-separator', dest='args_separator', default=',', help=('Set the special argument used as a delimiter between ' 'command arguments of compound commands. This is useful ' 'when one wants to pass commas as arguments to ' 'some of the commands in a compound command.') ) self.add_option( '--summary', dest='cli_summary', default=False, action='store_true', help=('Display summary information about a salt command.') ) self.add_option( '--metadata', default='', metavar='METADATA', help=('Pass metadata into Salt, used to search jobs.') ) self.add_option( '--output-diff', dest='state_output_diff', action='store_true', default=False, help=('Report only those states that have changed.') ) self.add_option( '--config-dump', dest='config_dump', action='store_true', default=False, help=('Dump the master configuration values') ) def _mixin_after_parsed(self): if len(self.args) <= 1 and not self.options.doc: try: self.print_help() except Exception: # pylint: disable=broad-except # We get an argument that Python's optparser just can't deal # with. Perhaps stdout was redirected, or a file glob was # passed in. Regardless, we're in an unknown state here. sys.stdout.write('Invalid options passed. Please try -h for ' 'help.') # Try to warn if we can. sys.exit(salt.defaults.exitcodes.EX_GENERIC) # Dump the master configuration file, exit normally at the end. if self.options.config_dump: cfg = config.master_config(self.get_config_file_path()) sys.stdout.write(yaml.dump(cfg, default_flow_style=False)) sys.exit(salt.defaults.exitcodes.EX_OK) if self.options.doc: # Include the target if not self.args: self.args.insert(0, '*') if len(self.args) < 2: # Include the function self.args.insert(1, 'sys.doc') if self.args[1] != 'sys.doc': self.args.insert(1, 'sys.doc') if len(self.args) > 3: self.error('You can only get documentation for one method at one time.') if self.options.list: try: if ',' in self.args[0]: self.config['tgt'] = self.args[0].replace(' ', '').split(',') else: self.config['tgt'] = self.args[0].split() except IndexError: self.exit(42, '\nCannot execute command without defining a target.\n\n') else: try: self.config['tgt'] = self.args[0] except IndexError: self.exit(42, '\nCannot execute command without defining a target.\n\n') # Detect compound command and set up the data for it if self.args: try: if ',' in self.args[1]: self.config['fun'] = self.args[1].split(',') self.config['arg'] = [[]] cmd_index = 0 if (self.args[2:].count(self.options.args_separator) == len(self.config['fun']) - 1): # new style parsing: standalone argument separator for arg in self.args[2:]: if arg == self.options.args_separator: cmd_index += 1 self.config['arg'].append([]) else: self.config['arg'][cmd_index].append(arg) else: # old style parsing: argument separator can be inside args for arg in self.args[2:]: if self.options.args_separator in arg: sub_args = arg.split(self.options.args_separator) for sub_arg_index, sub_arg in enumerate(sub_args): if sub_arg: self.config['arg'][cmd_index].append(sub_arg) if sub_arg_index != len(sub_args) - 1: cmd_index += 1 self.config['arg'].append([]) else: self.config['arg'][cmd_index].append(arg) if len(self.config['fun']) != len(self.config['arg']): self.exit(42, 'Cannot execute compound command without ' 'defining all arguments.\n') # parse the args and kwargs before sending to the publish # interface for i in range(len(self.config['arg'])): self.config['arg'][i] = salt.utils.args.parse_input( self.config['arg'][i]) else: self.config['fun'] = self.args[1] self.config['arg'] = self.args[2:] # parse the args and kwargs before sending to the publish # interface self.config['arg'] = \ salt.utils.args.parse_input(self.config['arg']) except IndexError: self.exit(42, '\nIncomplete options passed.\n\n') def setup_config(self): return config.client_config(self.get_config_file_path()) class SaltCPOptionParser(six.with_metaclass(OptionParserMeta, OptionParser, OutputOptionsMixIn, ConfigDirMixIn, MergeConfigMixIn, TimeoutMixIn, TargetOptionsMixIn, LogLevelMixIn, HardCrashMixin, SaltfileMixIn)): description = ( 'salt-cp is NOT intended to broadcast large files, it is intended to ' 'handle text files.\nsalt-cp can be used to distribute configuration ' 'files.' ) default_timeout = 5 usage = '%prog [options] \'<target>\' SOURCE DEST' # ConfigDirMixIn config filename attribute _config_filename_ = 'master' # LogLevelMixIn attributes _default_logging_level_ = 'warning' _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'master') _loglevel_config_setting_name_ = 'cli_salt_cp_log_file' def _mixin_after_parsed(self): # salt-cp needs arguments if len(self.args) <= 1: self.print_help() self.error('Insufficient arguments') if self.options.list: if ',' in self.args[0]: self.config['tgt'] = self.args[0].split(',') else: self.config['tgt'] = self.args[0].split() else: self.config['tgt'] = self.args[0] self.config['src'] = self.args[1:-1] self.config['dest'] = self.args[-1] def setup_config(self): return config.master_config(self.get_config_file_path()) class SaltKeyOptionParser(six.with_metaclass(OptionParserMeta, OptionParser, ConfigDirMixIn, MergeConfigMixIn, LogLevelMixIn, OutputOptionsMixIn, RunUserMixin, HardCrashMixin, SaltfileMixIn, EAuthMixIn)): description = 'Salt key is used to manage Salt authentication keys' usage = '%prog [options]' # ConfigDirMixIn config filename attribute _config_filename_ = 'master' # LogLevelMixIn attributes _skip_console_logging_config_ = True _logfile_config_setting_name_ = 'key_logfile' _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'key') def _mixin_setup(self): actions_group = optparse.OptionGroup(self, 'Actions') actions_group.set_conflict_handler('resolve') actions_group.add_option( '-l', '--list', default='', metavar='ARG', help=('List the public keys. The args ' '\'pre\', \'un\', and \'unaccepted\' will list ' 'unaccepted/unsigned keys. ' '\'acc\' or \'accepted\' will list accepted/signed keys. ' '\'rej\' or \'rejected\' will list rejected keys. ' '\'den\' or \'denied\' will list denied keys. ' 'Finally, \'all\' will list all keys.') ) actions_group.add_option( '-L', '--list-all', default=False, action='store_true', help='List all public keys. Deprecated: use "--list all".' ) actions_group.add_option( '-a', '--accept', default='', help='Accept the specified public key (use --include-rejected and ' '--include-denied to match rejected and denied keys in ' 'addition to pending keys). Globs are supported.', ) actions_group.add_option( '-A', '--accept-all', default=False, action='store_true', help='Accept all pending keys.' ) actions_group.add_option( '-r', '--reject', default='', help='Reject the specified public key. Use --include-accepted and ' '--include-denied to match accepted and denied keys in ' 'addition to pending keys. Globs are supported.' ) actions_group.add_option( '-R', '--reject-all', default=False, action='store_true', help='Reject all pending keys.' ) actions_group.add_option( '--include-all', default=False, action='store_true', help='Include rejected/accepted keys when accepting/rejecting. ' 'Deprecated: use "--include-rejected" and "--include-accepted".' ) actions_group.add_option( '--include-accepted', default=False, action='store_true', help='Include accepted keys when rejecting.' ) actions_group.add_option( '--include-rejected', default=False, action='store_true', help='Include rejected keys when accepting.' ) actions_group.add_option( '--include-denied', default=False, action='store_true', help='Include denied keys when accepting/rejecting.' ) actions_group.add_option( '-p', '--print', default='', help='Print the specified public key.' ) actions_group.add_option( '-P', '--print-all', default=False, action='store_true', help='Print all public keys.' ) actions_group.add_option( '-d', '--delete', default='', help='Delete the specified key. Globs are supported.' ) actions_group.add_option( '-D', '--delete-all', default=False, action='store_true', help='Delete all keys.' ) actions_group.add_option( '-f', '--finger', default='', help='Print the specified key\'s fingerprint.' ) actions_group.add_option( '-F', '--finger-all', default=False, action='store_true', help='Print all keys\' fingerprints.' ) self.add_option_group(actions_group) self.add_option( '-q', '--quiet', default=False, action='store_true', help='Suppress output.' ) self.add_option( '-y', '--yes', default=False, action='store_true', help='Answer "Yes" to all questions presented. Default: %default.' ) self.add_option( '--rotate-aes-key', default=True, help=('Setting this to False prevents the master from refreshing ' 'the key session when keys are deleted or rejected, this ' 'lowers the security of the key deletion/rejection operation. ' 'Default: %default.') ) key_options_group = optparse.OptionGroup( self, 'Key Generation Options' ) self.add_option_group(key_options_group) key_options_group.add_option( '--gen-keys', default='', help='Set a name to generate a keypair for use with salt.' ) key_options_group.add_option( '--gen-keys-dir', default='.', help=('Set the directory to save the generated keypair, only ' 'works with "gen_keys_dir" option. Default: \'%default\'.') ) key_options_group.add_option( '--keysize', default=2048, type=int, help=('Set the keysize for the generated key, only works with ' 'the "--gen-keys" option, the key size must be 2048 or ' 'higher, otherwise it will be rounded up to 2048. ' 'Default: %default.') ) key_options_group.add_option( '--gen-signature', default=False, action='store_true', help=('Create a signature file of the masters public-key named ' 'master_pubkey_signature. The signature can be send to a ' 'minion in the masters auth-reply and enables the minion ' 'to verify the masters public-key cryptographically. ' 'This requires a new signing-key-pair which can be auto-created ' 'with the --auto-create parameter.') ) key_options_group.add_option( '--priv', default='', type=str, help=('The private-key file to create a signature with.') ) key_options_group.add_option( '--signature-path', default='', type=str, help=('The path where the signature file should be written.') ) key_options_group.add_option( '--pub', default='', type=str, help=('The public-key file to create a signature for.') ) key_options_group.add_option( '--auto-create', default=False, action='store_true', help=('Auto-create a signing key-pair if it does not yet exist.') ) def process_config_dir(self): if self.options.gen_keys: # We're generating keys, override the default behavior of this # function if we don't have any access to the configuration # directory. if not os.access(self.options.config_dir, os.R_OK): if not os.path.isdir(self.options.gen_keys_dir): # This would be done at a latter stage, but we need it now # so no errors are thrown os.makedirs(self.options.gen_keys_dir) self.options.config_dir = self.options.gen_keys_dir super(SaltKeyOptionParser, self).process_config_dir() # Don't change its mixin priority! process_config_dir._mixin_prio_ = ConfigDirMixIn._mixin_prio_ def setup_config(self): keys_config = config.master_config(self.get_config_file_path()) if self.options.gen_keys: # Since we're generating the keys, some defaults can be assumed # or tweaked keys_config['key_logfile'] = os.devnull keys_config['pki_dir'] = self.options.gen_keys_dir return keys_config def process_rotate_aes_key(self): if hasattr(self.options, 'rotate_aes_key') and isinstance(self.options.rotate_aes_key, str): if self.options.rotate_aes_key.lower() == 'true': self.options.rotate_aes_key = True elif self.options.rotate_aes_key.lower() == 'false': self.options.rotate_aes_key = False def process_list(self): # Filter accepted list arguments as soon as possible if not self.options.list: return if not self.options.list.startswith(('acc', 'pre', 'un', 'rej', 'den', 'all')): self.error( '\'{0}\' is not a valid argument to \'--list\''.format( self.options.list ) ) def process_keysize(self): if self.options.keysize < 2048: self.error('The minimum value for keysize is 2048') elif self.options.keysize > 32768: self.error('The maximum value for keysize is 32768') def process_gen_keys_dir(self): # Schedule __create_keys_dir() to run if there's a value for # --create-keys-dir self._mixin_after_parsed_funcs.append(self.__create_keys_dir) # pylint: disable=no-member def _mixin_after_parsed(self): # It was decided to always set this to info, since it really all is # info or error. self.config['loglevel'] = 'info' def __create_keys_dir(self, *args): # pylint: disable=unused-argument if not os.path.isdir(self.config['gen_keys_dir']): os.makedirs(self.config['gen_keys_dir']) class SaltCallOptionParser(six.with_metaclass(OptionParserMeta, OptionParser, ConfigDirMixIn, MergeConfigMixIn, LogLevelMixIn, OutputOptionsMixIn, HardCrashMixin, SaltfileMixIn, ArgsStdinMixIn, ProfilingPMixIn)): description = ('Salt call is used to execute module functions locally ' 'on a minion') usage = '%prog [options] <function> [arguments]' # ConfigDirMixIn config filename attribute _config_filename_ = 'minion' # LogLevelMixIn attributes _default_logging_level_ = 'info' _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'minion') def _mixin_setup(self): self.add_option( '-g', '--grains', dest='grains_run', default=False, action='store_true', help='Return the information generated by the salt grains.' ) self.add_option( '-m', '--module-dirs', default=[], action='append', help=('Specify an additional directory to pull modules from. ' 'Multiple directories can be provided by passing ' '`-m/--module-dirs` multiple times.') ) self.add_option( '-d', '--doc', '--documentation', dest='doc', default=False, action='store_true', help=('Return the documentation for the specified module or for ' 'all modules if none are specified.') ) self.add_option( '--master', default='', dest='master', help=('Specify the master to use. The minion must be ' 'authenticated with the master. If this option is omitted, ' 'the master options from the minion config will be used. ' 'If multi masters are set up the first listed master that ' 'responds will be used.') ) self.add_option( '--return', default='', metavar='RETURNER', help=('Set salt-call to pass the return data to one or many ' 'returner interfaces.') ) self.add_option( '--local', default=False, action='store_true', help='Run salt-call locally, as if there was no master running.' ) self.add_option( '--file-root', default=None, help='Set this directory as the base file root.' ) self.add_option( '--pillar-root', default=None, help='Set this directory as the base pillar root.' ) self.add_option( '--states-dir', default=None, help='Set this directory to search for additional states.' ) self.add_option( '--retcode-passthrough', default=False, action='store_true', help=('Exit with the salt call retcode and not the salt binary ' 'retcode.') ) self.add_option( '--metadata', default=False, dest='print_metadata', action='store_true', help=('Print out the execution metadata as well as the return. ' 'This will print out the outputter data, the return code, ' 'etc.') ) self.add_option( '--set-metadata', dest='metadata', default=None, metavar='METADATA', help=('Pass metadata into Salt, used to search jobs.') ) self.add_option( '--id', default='', dest='id', help=('Specify the minion id to use. If this option is omitted, ' 'the id option from the minion config will be used.') ) self.add_option( '--skip-grains', default=False, action='store_true', help=('Do not load grains.') ) self.add_option( '--refresh-grains-cache', default=False, action='store_true', help=('Force a refresh of the grains cache.') ) self.add_option( '-t', '--timeout', default=60, dest='auth_timeout', type=int, help=('Change the timeout, if applicable, for the running ' 'command. Default: %default.') ) self.add_option( '--output-diff', dest='state_output_diff', action='store_true', default=False, help=('Report only those states that have changed.') ) def _mixin_after_parsed(self): if not self.args and not self.options.grains_run and not self.options.doc: self.print_help() self.error('Requires function, --grains or --doc') elif len(self.args) >= 1: if self.options.grains_run: self.error('-g/--grains does not accept any arguments') if self.options.doc and len(self.args) > 1: self.error('You can only get documentation for one method at one time') self.config['fun'] = self.args[0] self.config['arg'] = self.args[1:] def setup_config(self): opts = config.minion_config(self.get_config_file_path(), cache_minion_id=True) if opts.get('transport') == 'raet': if not self._find_raet_minion(opts): # must create caller minion opts['__role'] = kinds.APPL_KIND_NAMES[kinds.applKinds.caller] return opts def _find_raet_minion(self, opts): ''' Returns true if local RAET Minion is available ''' yardname = 'manor' dirpath = opts['sock_dir'] role = opts.get('id') if not role: emsg = ("Missing role required to setup RAET SaltCaller.") logging.getLogger(__name__).error(emsg + "\n") raise ValueError(emsg) kind = opts.get('__role') # application kind 'master', 'minion', etc if kind not in kinds.APPL_KINDS: emsg = ("Invalid application kind = '{0}' for RAET SaltCaller.".format(kind)) logging.getLogger(__name__).error(emsg + "\n") raise ValueError(emsg) if kind in [kinds.APPL_KIND_NAMES[kinds.applKinds.minion], kinds.APPL_KIND_NAMES[kinds.applKinds.caller], ]: lanename = "{0}_{1}".format(role, kind) else: emsg = ("Unsupported application kind '{0}' for RAET SaltCaller.".format(kind)) logging.getLogger(__name__).error(emsg + '\n') raise ValueError(emsg) if kind == kinds.APPL_KIND_NAMES[kinds.applKinds.minion]: # minion check from raet.lane.yarding import Yard ha, dirpath = Yard.computeHa(dirpath, lanename, yardname) # pylint: disable=invalid-name if (os.path.exists(ha) and not os.path.isfile(ha) and not os.path.isdir(ha)): # minion manor yard return True return False def process_module_dirs(self): for module_dir in self.options.module_dirs: # Provide some backwards compatibility with previous comma # delimited format if ',' in module_dir: self.config.setdefault('module_dirs', []).extend( os.path.abspath(x) for x in module_dir.split(',')) continue self.config.setdefault('module_dirs', []).append(os.path.abspath(module_dir)) class SaltRunOptionParser(six.with_metaclass(OptionParserMeta, OptionParser, ConfigDirMixIn, MergeConfigMixIn, TimeoutMixIn, LogLevelMixIn, HardCrashMixin, SaltfileMixIn, OutputOptionsMixIn, ArgsStdinMixIn, ProfilingPMixIn, EAuthMixIn)): default_timeout = 1 usage = '%prog [options]' # ConfigDirMixIn config filename attribute _config_filename_ = 'master' # LogLevelMixIn attributes _default_logging_level_ = 'warning' _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'master') _loglevel_config_setting_name_ = 'cli_salt_run_log_file' def _mixin_setup(self): self.add_option( '-d', '--doc', '--documentation', dest='doc', default=False, action='store_true', help=('Display documentation for runners, pass a runner or ' 'runner.function to see documentation on only that runner ' 'or function.') ) self.add_option( '--async', default=False, action='store_true', help=('Start the runner operation and immediately return control.') ) group = self.output_options_group = optparse.OptionGroup( self, 'Output Options', 'Configure your preferred output format.' ) self.add_option_group(group) group.add_option( '--quiet', default=False, action='store_true', help='Do not display the results of the run.' ) def _mixin_after_parsed(self): if self.options.doc and len(self.args) > 1: self.error('You can only get documentation for one method at one time') if len(self.args) > 0: self.config['fun'] = self.args[0] else: self.config['fun'] = '' if len(self.args) > 1: self.config['arg'] = self.args[1:] else: self.config['arg'] = [] def setup_config(self): return config.client_config(self.get_config_file_path()) class SaltSSHOptionParser(six.with_metaclass(OptionParserMeta, OptionParser, ConfigDirMixIn, MergeConfigMixIn, LogLevelMixIn, TargetOptionsMixIn, OutputOptionsMixIn, SaltfileMixIn, HardCrashMixin)): usage = '%prog [options]' # ConfigDirMixIn config filename attribute _config_filename_ = 'master' # LogLevelMixIn attributes _default_logging_level_ = 'warning' _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'ssh') _loglevel_config_setting_name_ = 'cli_salt_run_log_file' def _mixin_setup(self): self.add_option( '-r', '--raw', '--raw-shell', dest='raw_shell', default=False, action='store_true', help=('Don\'t execute a salt routine on the targets, execute a ' 'raw shell command.') ) self.add_option( '--roster', dest='roster', default='flat', help=('Define which roster system to use, this defines if a ' 'database backend, scanner, or custom roster system is ' 'used. Default: \'flat\'.') ) self.add_option( '--roster-file', dest='roster_file', default='', help=('Define an alternative location for the default roster ' 'file location. The default roster file is called roster ' 'and is found in the same directory as the master config ' 'file.') ) self.add_option( '--refresh', '--refresh-cache', dest='refresh_cache', default=False, action='store_true', help=('Force a refresh of the master side data cache of the ' 'target\'s data. This is needed if a target\'s grains have ' 'been changed and the auto refresh timeframe has not been ' 'reached.') ) self.add_option( '--max-procs', dest='ssh_max_procs', default=25, type=int, help='Set the number of concurrent minions to communicate with. ' 'This value defines how many processes are opened up at a ' 'time to manage connections, the more running processes the ' 'faster communication should be. Default: %default.' ) self.add_option( '--extra-filerefs', dest='extra_filerefs', default=None, help='Pass in extra files to include in the state tarball.' ) self.add_option('--min-extra-modules', dest='min_extra_mods', default=None, help='One or comma-separated list of extra Python modules' 'to be included into Minimal Salt.') self.add_option( '--thin-extra-modules', dest='thin_extra_mods', default=None, help='One or comma-separated list of extra Python modules' 'to be included into Thin Salt.') self.add_option( '-v', '--verbose', default=False, action='store_true', help=('Turn on command verbosity, display jid.') ) self.add_option( '-s', '--static', default=False, action='store_true', help=('Return the data from minions as a group after they ' 'all return.') ) self.add_option( '-w', '--wipe', default=False, action='store_true', dest='ssh_wipe', help='Remove the deployment of the salt files when done executing.', ) self.add_option( '-W', '--rand-thin-dir', default=False, action='store_true', help=('Select a random temp dir to deploy on the remote system. ' 'The dir will be cleaned after the execution.')) self.add_option( '-t', '--regen-thin', '--thin', dest='regen_thin', default=False, action='store_true', help=('Trigger a thin tarball regeneration. This is needed if ' 'custom grains/modules/states have been added or updated.')) self.add_option( '--python2-bin', default='python2', help='Path to a python2 binary which has salt installed.' ) self.add_option( '--python3-bin', default='python3', help='Path to a python3 binary which has salt installed.' ) self.add_option( '--jid', default=None, help='Pass a JID to be used instead of generating one.' ) ports_group = optparse.OptionGroup( self, 'Port Forwarding Options', 'Parameters for setting up SSH port forwarding.' ) ports_group.add_option( '--remote-port-forwards', dest='ssh_remote_port_forwards', help='Setup remote port forwarding using the same syntax as with ' 'the -R parameter of ssh. A comma separated list of port ' 'forwarding definitions will be translated into multiple ' '-R parameters.' ) self.add_option_group(ports_group) auth_group = optparse.OptionGroup( self, 'Authentication Options', 'Parameters affecting authentication.' ) auth_group.add_option( '--priv', dest='ssh_priv', help='Ssh private key file.' ) auth_group.add_option( '-i', '--ignore-host-keys', dest='ignore_host_keys', default=False, action='store_true', help='By default ssh host keys are honored and connections will ' 'ask for approval. Use this option to disable ' 'StrictHostKeyChecking.' ) auth_group.add_option( '--no-host-keys', dest='no_host_keys', default=False, action='store_true', help='Removes all host key checking functionality from SSH session.' ) auth_group.add_option( '--user', dest='ssh_user', default='root', help='Set the default user to attempt to use when ' 'authenticating.' ) auth_group.add_option( '--passwd', dest='ssh_passwd', default='', help='Set the default password to attempt to use when ' 'authenticating.' ) auth_group.add_option( '--askpass', dest='ssh_askpass', default=False, action='store_true', help='Interactively ask for the SSH password with no echo - avoids ' 'password in process args and stored in history.' ) auth_group.add_option( '--key-deploy', dest='ssh_key_deploy', default=False, action='store_true', help='Set this flag to attempt to deploy the authorized ssh key ' 'with all minions. This combined with --passwd can make ' 'initial deployment of keys very fast and easy.' ) auth_group.add_option( '--identities-only', dest='ssh_identities_only', default=False, action='store_true', help='Use the only authentication identity files configured in the ' 'ssh_config files. See IdentitiesOnly flag in man ssh_config.' ) auth_group.add_option( '--sudo', dest='ssh_sudo', default=False, action='store_true', help='Run command via sudo.' ) self.add_option_group(auth_group) scan_group = optparse.OptionGroup( self, 'Scan Roster Options', 'Parameters affecting scan roster.' ) scan_group.add_option( '--scan-ports', default='22', dest='ssh_scan_ports', help='Comma-separated list of ports to scan in the scan roster.', ) scan_group.add_option( '--scan-timeout', default=0.01, dest='ssh_scan_timeout', help='Scanning socket timeout for the scan roster.', ) self.add_option_group(scan_group) def _mixin_after_parsed(self): if not self.args: self.print_help() self.error('Insufficient arguments') if self.options.list: if ',' in self.args[0]: self.config['tgt'] = self.args[0].split(',') else: self.config['tgt'] = self.args[0].split() else: self.config['tgt'] = self.args[0] self.config['argv'] = self.args[1:] if not self.config['argv'] or not self.config['tgt']: self.print_help() self.error('Insufficient arguments') if self.options.ssh_askpass: self.options.ssh_passwd = getpass.getpass('Password: ') def setup_config(self): return config.master_config(self.get_config_file_path()) def process_jid(self): if self.options.jid is not None: if not salt.utils.jid.is_jid(self.options.jid): self.error('\'{0}\' is not a valid JID'.format(self.options.jid)) class SaltCloudParser(six.with_metaclass(OptionParserMeta, OptionParser, LogLevelMixIn, MergeConfigMixIn, OutputOptionsMixIn, ConfigDirMixIn, CloudQueriesMixIn, ExecutionOptionsMixIn, CloudProvidersListsMixIn, CloudCredentialsMixIn, HardCrashMixin, SaltfileMixIn)): # ConfigDirMixIn attributes _config_filename_ = 'cloud' # LogLevelMixIn attributes _default_logging_level_ = 'info' _logfile_config_setting_name_ = 'log_file' _loglevel_config_setting_name_ = 'log_level_logfile' _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'cloud') def print_versions_report(self, file=sys.stdout): # pylint: disable=redefined-builtin print('\n'.join(version.versions_report(include_salt_cloud=True)), file=file) self.exit(salt.defaults.exitcodes.EX_OK) def parse_args(self, args=None, values=None): try: # Late import in order not to break setup from salt.cloud import libcloudfuncs libcloudfuncs.check_libcloud_version() except ImportError as exc: self.error(exc) return super(SaltCloudParser, self).parse_args(args, values) def _mixin_after_parsed(self): if 'DUMP_SALT_CLOUD_CONFIG' in os.environ: import pprint print('Salt cloud configuration dump(INCLUDES SENSIBLE DATA):') pprint.pprint(self.config) self.exit(salt.defaults.exitcodes.EX_OK) if self.args: self.config['names'] = self.args def setup_config(self): try: return config.cloud_config(self.get_config_file_path()) except salt.exceptions.SaltCloudConfigError as exc: self.error(exc) class SPMParser(six.with_metaclass(OptionParserMeta, OptionParser, ConfigDirMixIn, LogLevelMixIn, MergeConfigMixIn, SaltfileMixIn)): ''' The cli parser object used to fire up the salt spm system. ''' description = 'SPM is used to manage 3rd party formulas and other Salt components' usage = '%prog [options] <function> [arguments]' # ConfigDirMixIn config filename attribute _config_filename_ = 'spm' # LogLevelMixIn attributes _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'spm') def _mixin_setup(self): self.add_option( '-y', '--assume-yes', default=False, action='store_true', help='Default "yes" in answer to all confirmation questions.' ) self.add_option( '-f', '--force', default=False, action='store_true', help='Default "yes" in answer to all confirmation questions.' ) self.add_option( '-v', '--verbose', default=False, action='store_true', help='Display more detailed information.' ) def _mixin_after_parsed(self): # spm needs arguments if len(self.args) <= 1: if not self.args or self.args[0] not in ('update_repo',): self.print_help() self.error('Insufficient arguments') def setup_config(self): return salt.config.spm_config(self.get_config_file_path()) class SaltAPIParser(six.with_metaclass(OptionParserMeta, OptionParser, ConfigDirMixIn, LogLevelMixIn, DaemonMixIn, MergeConfigMixIn)): ''' The Salt API cli parser object used to fire up the salt api system. ''' # ConfigDirMixIn config filename attribute _config_filename_ = 'master' # LogLevelMixIn attributes _default_logging_logfile_ = os.path.join(syspaths.LOGS_DIR, 'api') def setup_config(self): return salt.config.api_config(self.get_config_file_path()) # pylint: disable=no-member

026962c395159a92f5db4dc41caa8e06f959058f

py

Python

ml/data_utils.py

wds-seu/Aceso

70fca2b3ff810fa32b7ebe6edf0d264da126d521

2019-10-08T10:54:52.000Z

2019-10-08T10:54:52.000Z

ml/data_utils.py

wds-seu/Aceso

70fca2b3ff810fa32b7ebe6edf0d264da126d521

ml/data_utils.py

wds-seu/Aceso

70fca2b3ff810fa32b7ebe6edf0d264da126d521

#!/usr/bin/env python # -*- coding:utf-8 _*- from sklearn.model_selection import train_test_split from utils.DataHelper import DataHelper from config import DefaultConfig opt = DefaultConfig() def build_data(): x_text, y, vocabulary, vocabulary_inv = DataHelper(opt.train_data_root, train=True).load_text_data(opt.use_umls) x_train, x_val, y_train, y_val = train_test_split(x_text, y, test_size=0.3, random_state=1, shuffle=True)

161fc216cd97b68346d08db33a110ef3a04fb9bd

py

Python

betka/utils.py

phracek/betka

12c920bd76d33f81bbf8cda6f27d673c8826cf9e

2020-11-05T21:16:28.000Z

2020-11-05T21:16:28.000Z

betka/utils.py

phracek/betka

12c920bd76d33f81bbf8cda6f27d673c8826cf9e

2020-03-20T11:23:27.000Z

2022-03-08T17:09:11.000Z

betka/utils.py

phracek/betka

12c920bd76d33f81bbf8cda6f27d673c8826cf9e

2020-03-11T09:29:48.000Z

2020-03-11T09:29:48.000Z

# MIT License # # Copyright (c) 2020 SCL team at Red Hat # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in all # copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. from contextlib import contextmanager import logging import shutil import os import json import jinja2 import subprocess from pathlib import Path from betka.constants import HOME logger = logging.getLogger(__name__) def run_cmd(cmd, return_output=False, ignore_error=False, shell=False, **kwargs): """ Run provided command on host system using the same user as invoked this code. Raises subprocess.CalledProcessError if it fails. :param cmd: list or str :param return_output: bool, return output of the command :param ignore_error: bool, do not fail in case nonzero return code :param shell: bool, run command in shell :param kwargs: pass keyword arguments to subprocess.check_* functions; for more info, please check `help(subprocess.Popen)` :return: None or str """ logger.debug("command: %r", cmd) try: if return_output: return subprocess.check_output( cmd, stderr=subprocess.STDOUT, universal_newlines=True, shell=shell, **kwargs, ) else: return subprocess.check_call(cmd, shell=shell, **kwargs) except subprocess.CalledProcessError as cpe: if ignore_error: if return_output: return cpe.output else: return cpe.returncode else: logger.error(f"failed with code {cpe.returncode} and output:\n{cpe.output}") raise cpe def text_from_template(template_dir, template_filename, template_data): """ Create text based on template in path template_dir/template_filename :param template_dir: string, directory containing templates :param template_filename: template for text in jinja :param template_data: dict, data for substitution in template :return: string """ if not os.path.exists(os.path.join(template_dir, template_filename)): raise FileNotFoundError("Path to template not found.") template_loader = jinja2.FileSystemLoader(searchpath=template_dir) template_env = jinja2.Environment(loader=template_loader) template = template_env.get_template(template_filename) output_text = template.render(template_data=template_data) logger.debug("Text from template created:") logger.debug(output_text) return output_text def copy_upstream2downstream(src_parent: Path, dest_parent: Path): """Copies content from upstream repo to downstream repo Copies all files/dirs/symlinks from upstream source to dist-git one by one, while removing previous if exists. :param src_parent: path to source directory :param dest_parent: path to destination directory """ for f in src_parent.iterdir(): if f.name.startswith(".git"): continue dest = dest_parent / f.name src = src_parent / f.name logger.debug(f"Copying {str(src)} to {str(dest)}.") # First remove the dest only if it is not symlink. if dest.is_dir() and not dest.is_symlink(): logger.debug("rmtree %s", dest) shutil.rmtree(dest) else: if dest.exists(): dest.unlink() # Now copy the src to dest if src.is_symlink() or not src.is_dir(): logger.debug("cp %s %s", src, dest) shutil.copy2(src, dest, follow_symlinks=False) else: logger.debug("cp -r %s %s", src, dest) shutil.copytree(src, dest, symlinks=True) def clean_directory(path: Path): """ Function cleans directory except itself :param path: directory path which is cleaned """ for d in path.iterdir(): src = path / d if src.is_dir(): logger.debug("rmtree %s", str(src)) shutil.rmtree(src) else: src.unlink() def list_dir_content(dir_name: Path): """ Lists all content of dir_name :param dir_name: Directory for showing files """ logger.info("Look for a content in '%s' directory", str(dir_name)) for f in dir_name.rglob("*"): if str(f).startswith(".git"): continue logger.debug(f"{f.parent / f.name}") def load_config_json(): with open(f"{HOME}/config.json") as config_file: data = json.load(config_file) return data @contextmanager def cwd(path): """ Switch to Path directory and once action is done returns back :param path: :return: """ prev_cwd = Path.cwd() os.chdir(path) try: yield finally: os.chdir(prev_cwd)

5d0138a06f2443ef3fc96673c74b3944b37a3723

py

Python

torch_glow/tests/nodes/avgpool1d_test.py

YaronBenAtar/glow

a13706a4239fa7eaf059c670dc573e3eb0768f86

2018-05-02T16:57:22.000Z

2022-03-31T14:35:26.000Z

torch_glow/tests/nodes/avgpool1d_test.py

YaronBenAtar/glow

a13706a4239fa7eaf059c670dc573e3eb0768f86

2018-05-02T17:50:14.000Z

2022-03-31T23:56:43.000Z

torch_glow/tests/nodes/avgpool1d_test.py

LaudateCorpus1/glow-1

cda5383b1609ebad1a3631ca77b41b8a863443d4

2018-05-02T16:54:09.000Z

2022-03-24T01:12:24.000Z

# Copyright (c) Glow Contributors. See CONTRIBUTORS file. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from __future__ import absolute_import, division, print_function, unicode_literals import torch import torch.nn.functional as F from tests import utils class SimpleAvgPool1dModule(torch.nn.Module): def __init__(self, kernel_size, stride=None, padding=0): super(SimpleAvgPool1dModule, self).__init__() self.kernel_size = kernel_size self.padding = padding self.stride = stride def forward(self, inputs): return F.avg_pool1d( inputs, self.kernel_size, padding=self.padding, stride=self.stride ) class TestAvgPool1d(utils.TorchGlowTestCase): def test_avg_pool1d_basic(self): """Basic test of the PyTorch avg_pool1d Node on Glow.""" inputs = torch.randn(1, 4, 9) utils.compare_tracing_methods( SimpleAvgPool1dModule(3), inputs, fusible_ops={"aten::avg_pool1d"} ) def test_avg_pool1d_with_args(self): """Test of the PyTorch avg_pool1d Node with arguments on Glow.""" inputs = torch.randn(1, 4, 10) utils.compare_tracing_methods( SimpleAvgPool1dModule(3, stride=7), inputs, fusible_ops={"aten::avg_pool1d"} )

b1c5f4cfef4234cf455db73d71bf20f2ddeb87c5

py

Python

python/ccxt/async_support/btcbox.py

atoll6/ccxt

3c5fd65a32073bfbe1a7e0f5a02d7d3f93850780

2018-08-20T09:38:13.000Z

2018-08-20T09:38:13.000Z

python/ccxt/async_support/btcbox.py

atoll6/ccxt

3c5fd65a32073bfbe1a7e0f5a02d7d3f93850780

python/ccxt/async_support/btcbox.py

atoll6/ccxt

3c5fd65a32073bfbe1a7e0f5a02d7d3f93850780

2021-09-16T08:33:31.000Z

2021-09-16T08:33:31.000Z

# -*- coding: utf-8 -*- # PLEASE DO NOT EDIT THIS FILE, IT IS GENERATED AND WILL BE OVERWRITTEN: # https://github.com/ccxt/ccxt/blob/master/CONTRIBUTING.md#how-to-contribute-code from ccxt.async_support.base.exchange import Exchange # ----------------------------------------------------------------------------- try: basestring # Python 3 except NameError: basestring = str # Python 2 import json from ccxt.base.errors import ExchangeError from ccxt.base.errors import AuthenticationError from ccxt.base.errors import PermissionDenied from ccxt.base.errors import InsufficientFunds from ccxt.base.errors import InvalidOrder from ccxt.base.errors import OrderNotFound from ccxt.base.errors import DDoSProtection from ccxt.base.errors import InvalidNonce from ccxt.base.precise import Precise class btcbox(Exchange): def describe(self): return self.deep_extend(super(btcbox, self).describe(), { 'id': 'btcbox', 'name': 'BtcBox', 'countries': ['JP'], 'rateLimit': 1000, 'version': 'v1', 'has': { 'cancelOrder': True, 'CORS': None, 'createOrder': True, 'fetchBalance': True, 'fetchOpenOrders': True, 'fetchOrder': True, 'fetchOrderBook': True, 'fetchOrders': True, 'fetchTicker': True, 'fetchTickers': None, 'fetchTrades': True, }, 'urls': { 'logo': 'https://user-images.githubusercontent.com/51840849/87327317-98c55400-c53c-11ea-9a11-81f7d951cc74.jpg', 'api': 'https://www.btcbox.co.jp/api', 'www': 'https://www.btcbox.co.jp/', 'doc': 'https://blog.btcbox.jp/en/archives/8762', 'fees': 'https://support.btcbox.co.jp/hc/en-us/articles/360001235694-Fees-introduction', }, 'api': { 'public': { 'get': [ 'depth', 'orders', 'ticker', ], }, 'private': { 'post': [ 'balance', 'trade_add', 'trade_cancel', 'trade_list', 'trade_view', 'wallet', ], }, }, 'markets': { 'BTC/JPY': {'id': 'btc', 'symbol': 'BTC/JPY', 'base': 'BTC', 'quote': 'JPY', 'baseId': 'btc', 'quoteId': 'jpy', 'taker': 0.05 / 100, 'maker': 0.05 / 100}, 'ETH/JPY': {'id': 'eth', 'symbol': 'ETH/JPY', 'base': 'ETH', 'quote': 'JPY', 'baseId': 'eth', 'quoteId': 'jpy', 'taker': 0.10 / 100, 'maker': 0.10 / 100}, 'LTC/JPY': {'id': 'ltc', 'symbol': 'LTC/JPY', 'base': 'LTC', 'quote': 'JPY', 'baseId': 'ltc', 'quoteId': 'jpy', 'taker': 0.10 / 100, 'maker': 0.10 / 100}, 'BCH/JPY': {'id': 'bch', 'symbol': 'BCH/JPY', 'base': 'BCH', 'quote': 'JPY', 'baseId': 'bch', 'quoteId': 'jpy', 'taker': 0.10 / 100, 'maker': 0.10 / 100}, }, 'exceptions': { '104': AuthenticationError, '105': PermissionDenied, '106': InvalidNonce, '107': InvalidOrder, # price should be an integer '200': InsufficientFunds, '201': InvalidOrder, # amount too small '202': InvalidOrder, # price should be [0 : 1000000] '203': OrderNotFound, '401': OrderNotFound, # cancel canceled, closed or non-existent order '402': DDoSProtection, }, }) async def fetch_balance(self, params={}): await self.load_markets() response = await self.privatePostBalance(params) result = {'info': response} codes = list(self.currencies.keys()) for i in range(0, len(codes)): code = codes[i] currency = self.currency(code) currencyId = currency['id'] free = currencyId + '_balance' if free in response: account = self.account() used = currencyId + '_lock' account['free'] = self.safe_string(response, free) account['used'] = self.safe_string(response, used) result[code] = account return self.parse_balance(result) async def fetch_order_book(self, symbol, limit=None, params={}): await self.load_markets() market = self.market(symbol) request = {} numSymbols = len(self.symbols) if numSymbols > 1: request['coin'] = market['baseId'] response = await self.publicGetDepth(self.extend(request, params)) return self.parse_order_book(response, symbol) def parse_ticker(self, ticker, market=None): timestamp = self.milliseconds() symbol = None if market is not None: symbol = market['symbol'] last = self.safe_number(ticker, 'last') return { 'symbol': symbol, 'timestamp': timestamp, 'datetime': self.iso8601(timestamp), 'high': self.safe_number(ticker, 'high'), 'low': self.safe_number(ticker, 'low'), 'bid': self.safe_number(ticker, 'buy'), 'bidVolume': None, 'ask': self.safe_number(ticker, 'sell'), 'askVolume': None, 'vwap': None, 'open': None, 'close': last, 'last': last, 'previousClose': None, 'change': None, 'percentage': None, 'average': None, 'baseVolume': self.safe_number(ticker, 'vol'), 'quoteVolume': self.safe_number(ticker, 'volume'), 'info': ticker, } async def fetch_ticker(self, symbol, params={}): await self.load_markets() market = self.market(symbol) request = {} numSymbols = len(self.symbols) if numSymbols > 1: request['coin'] = market['baseId'] response = await self.publicGetTicker(self.extend(request, params)) return self.parse_ticker(response, market) def parse_trade(self, trade, market=None): timestamp = self.safe_timestamp(trade, 'date') symbol = None if market is not None: symbol = market['symbol'] id = self.safe_string(trade, 'tid') priceString = self.safe_string(trade, 'price') amountString = self.safe_string(trade, 'amount') price = self.parse_number(priceString) amount = self.parse_number(amountString) cost = self.parse_number(Precise.string_mul(priceString, amountString)) type = None side = self.safe_string(trade, 'type') return { 'info': trade, 'id': id, 'order': None, 'timestamp': timestamp, 'datetime': self.iso8601(timestamp), 'symbol': symbol, 'type': type, 'side': side, 'takerOrMaker': None, 'price': price, 'amount': amount, 'cost': cost, 'fee': None, } async def fetch_trades(self, symbol, since=None, limit=None, params={}): await self.load_markets() market = self.market(symbol) request = {} numSymbols = len(self.symbols) if numSymbols > 1: request['coin'] = market['baseId'] response = await self.publicGetOrders(self.extend(request, params)) return self.parse_trades(response, market, since, limit) async def create_order(self, symbol, type, side, amount, price=None, params={}): await self.load_markets() market = self.market(symbol) request = { 'amount': amount, 'price': price, 'type': side, 'coin': market['baseId'], } response = await self.privatePostTradeAdd(self.extend(request, params)) # # { # "result":true, # "id":"11" # } # return self.parse_order(response, market) async def cancel_order(self, id, symbol=None, params={}): await self.load_markets() # a special case for btcbox – default symbol is BTC/JPY if symbol is None: symbol = 'BTC/JPY' market = self.market(symbol) request = { 'id': id, 'coin': market['baseId'], } response = await self.privatePostTradeCancel(self.extend(request, params)) # # {"result":true, "id":"11"} # return self.parse_order(response, market) def parse_order_status(self, status): statuses = { # TODO: complete list 'part': 'open', # partially or not at all executed 'all': 'closed', # fully executed 'cancelled': 'canceled', 'closed': 'closed', # never encountered, seems to be bug in the doc 'no': 'closed', # not clarified in the docs... } return self.safe_string(statuses, status, status) def parse_order(self, order, market=None): # # { # "id":11, # "datetime":"2014-10-21 10:47:20", # "type":"sell", # "price":42000, # "amount_original":1.2, # "amount_outstanding":1.2, # "status":"closed", # "trades":[] # } # id = self.safe_string(order, 'id') datetimeString = self.safe_string(order, 'datetime') timestamp = None if datetimeString is not None: timestamp = self.parse8601(order['datetime'] + '+09:00') # Tokyo time amount = self.safe_number(order, 'amount_original') remaining = self.safe_number(order, 'amount_outstanding') price = self.safe_number(order, 'price') # status is set by fetchOrder method only status = self.parse_order_status(self.safe_string(order, 'status')) # fetchOrders do not return status, use heuristic if status is None: if remaining is not None and remaining == 0: status = 'closed' trades = None # todo: self.parse_trades(order['trades']) symbol = None if market is not None: symbol = market['symbol'] side = self.safe_string(order, 'type') return self.safe_order({ 'id': id, 'clientOrderId': None, 'timestamp': timestamp, 'datetime': self.iso8601(timestamp), 'lastTradeTimestamp': None, 'amount': amount, 'remaining': remaining, 'filled': None, 'side': side, 'type': None, 'timeInForce': None, 'postOnly': None, 'status': status, 'symbol': symbol, 'price': price, 'stopPrice': None, 'cost': None, 'trades': trades, 'fee': None, 'info': order, 'average': None, }) async def fetch_order(self, id, symbol=None, params={}): await self.load_markets() # a special case for btcbox – default symbol is BTC/JPY if symbol is None: symbol = 'BTC/JPY' market = self.market(symbol) request = self.extend({ 'id': id, 'coin': market['baseId'], }, params) response = await self.privatePostTradeView(self.extend(request, params)) return self.parse_order(response, market) async def fetch_orders_by_type(self, type, symbol=None, since=None, limit=None, params={}): await self.load_markets() # a special case for btcbox – default symbol is BTC/JPY if symbol is None: symbol = 'BTC/JPY' market = self.market(symbol) request = { 'type': type, # 'open' or 'all' 'coin': market['baseId'], } response = await self.privatePostTradeList(self.extend(request, params)) orders = self.parse_orders(response, market, since, limit) # status(open/closed/canceled) is None # btcbox does not return status, but we know it's 'open' as we queried for open orders if type == 'open': for i in range(0, len(orders)): orders[i]['status'] = 'open' return orders async def fetch_orders(self, symbol=None, since=None, limit=None, params={}): return await self.fetch_orders_by_type('all', symbol, since, limit, params) async def fetch_open_orders(self, symbol=None, since=None, limit=None, params={}): return await self.fetch_orders_by_type('open', symbol, since, limit, params) def nonce(self): return self.milliseconds() def sign(self, path, api='public', method='GET', params={}, headers=None, body=None): url = self.urls['api'] + '/' + self.version + '/' + path if api == 'public': if params: url += '?' + self.urlencode(params) else: self.check_required_credentials() nonce = str(self.nonce()) query = self.extend({ 'key': self.apiKey, 'nonce': nonce, }, params) request = self.urlencode(query) secret = self.hash(self.encode(self.secret)) query['signature'] = self.hmac(self.encode(request), self.encode(secret)) body = self.urlencode(query) headers = { 'Content-Type': 'application/x-www-form-urlencoded', } return {'url': url, 'method': method, 'body': body, 'headers': headers} def handle_errors(self, httpCode, reason, url, method, headers, body, response, requestHeaders, requestBody): if response is None: return # resort to defaultErrorHandler # typical error response: {"result":false,"code":"401"} if httpCode >= 400: return # resort to defaultErrorHandler result = self.safe_value(response, 'result') if result is None or result is True: return # either public API(no error codes expected) or success code = self.safe_value(response, 'code') feedback = self.id + ' ' + body self.throw_exactly_matched_exception(self.exceptions, code, feedback) raise ExchangeError(feedback) # unknown message async def request(self, path, api='public', method='GET', params={}, headers=None, body=None, config={}, context={}): response = await self.fetch2(path, api, method, params, headers, body, config, context) if isinstance(response, basestring): # sometimes the exchange returns whitespace prepended to json response = self.strip(response) if not self.is_json_encoded_object(response): raise ExchangeError(self.id + ' ' + response) response = json.loads(response) return response

dbc4bc7d40e97ad6c5ca88fbb4c028df75f0f9d1

py

Python

raasbot/api/views.py

kneeraazon01/raasbot

932648a6017cc5f888038ad3c54bb59c35deadf8

raasbot/api/views.py

kneeraazon01/raasbot

932648a6017cc5f888038ad3c54bb59c35deadf8

raasbot/api/views.py

kneeraazon01/raasbot

932648a6017cc5f888038ad3c54bb59c35deadf8

import json from django.http import JsonResponse from raasbot.settings import BASE_DIR from random import choice from os import path from core.models import ( User, Bot, ScrapedUser, UserMessageData, Message, Text, LogData ) def get_essentials(request): data = json.loads(request.body) token = data.get('token') user = User.objects.get(token=token) return (data, token, user) # Create your views here. def add_scraped_users(request): try: data, token, user = get_essentials(request) users = data.get('users') #for i in users: # a, b = ScrapedUser.objects.get_or_create(scrap_id = i['id'], name=i['username'], user=user, person_id = f"{i['id']}_{user.token}") # print(a, b) ScrapedUser.objects.bulk_create( [ScrapedUser(scrap_id = i['id'], name=i['username'], user=user, person_id = f"{i['id']}_{user.token}") for i in users], ignore_conflicts=True ) return JsonResponse({ "success": True, "message": "Users scraped and saved in database" }) except Exception as e: print(e) return JsonResponse({ "success": False, "message": f"{e}" }) def get_next_user(request): try: data, token, user = get_essentials(request) target = user.scraped_users.filter(texted=False).first() if not target: return JsonResponse({ 'success': True, 'continue': False }) target.texted=True target.save() return JsonResponse({ "success": True, "continue": True, "id": target.scrap_id, "username": target.name, "person_id": target.person_id }) except Exception as e: print(e) return JsonResponse({ "success": False, "message": f"{e}" }) def get_init_data(request): try: data, token, user = get_essentials(request) text_data = user.text_data.first() restricted_roles = text_data.roles.all() return JsonResponse({ "success": True, "guild_id": text_data.guild, "channel_id": text_data.channel, "invite_link": text_data.guild_invite, "restricted_roles": [role.name for role in restricted_roles] }) except Exception as e: print(e) return JsonResponse({ "success": False, "message": f"{e}" }) def get_text(request): try: data, token, user = get_essentials(request) message = user.dms.first() with open(path.join(BASE_DIR, 'texts.json'), 'r', encoding='utf-8') as texts: text = [] var = json.loads(texts.read()) text.append(choice(var.get('greetings'))) text.append(choice(var.get('relevance'))) text.append(choice(var.get("approach")).replace('<topic>', message.topic).replace('<invite>', message.guild_invite).replace('<info>', message.invite_info)) text.append(choice(var.get("link")).replace('<invite>', message.guild_invite).replace('<topic>', message.topic).replace('<info>', message.invite_info)) text.append(choice(var.get("info")).replace('<info>', message.invite_info).replace('<topic>', message.topic).replace('<invite>', message.guild_invite)) text.append(choice(var.get("ending"))) text.append(choice(var.get("conclusion"))) return JsonResponse({ "success": True, "text": text }) except Exception as e: print(e) return JsonResponse({ "success": False, "message": f"{e}" }) def get_tokens(request): try: data, token, user = get_essentials(request) bots = user.bots.filter(is_alive=True) return JsonResponse({ "success": True, "tokens": [bot.token for bot in bots] }) except Exception as e: print(e) return JsonResponse({ "success": False, "message": f"{e}" }) def should_scrape(request): try: data, token, user = get_essentials(request) count = user.scraped_users.filter(texted=False).count() return JsonResponse({ 'success': True, 'scrape': not (count > 1000) }) except Exception as e: print(e) return JsonResponse({ "success": False, "message": f"{e}" }) def log_result(request): try: data, token, user = get_essentials(request) target_id = data.get('target') target = ScrapedUser.objects.get(user=user, scrap_id=target_id) LogData.objects.create( user = user, target = target, success = data.get('success') ) return JsonResponse({ 'success': True }) except Exception as e: print(e) return JsonResponse({ "success": False, "message": f"{e}" }) def log_dup_result(request): try: data, token, user = get_essentials(request) target_id = data.get('target') target = ScrapedUser.objects.get(person_id=target_id) LogData.objects.create( user = user, target = target, success = data.get('success') ) return JsonResponse({ 'success': True }) except Exception as e: print(e) return JsonResponse({ "success": False, "message": f"{e}" }) def mark_dead(request): try: data, token, user = get_essentials(request) bot_token = data.get('bot_token') bot = Bot.objects.get(token=bot_token) bot.is_alive = False bot.save() return JsonResponse({ 'success': True }) except Exception as e: print(e) return JsonResponse({ "success": False, "message": f"{e}" }) def add_bulk_token(request): try: data, token, user = get_essentials(request) tokens = data.get('tokens') Bot.objects.bulk_create( [Bot(token = bot, is_alive=True, user=user) for bot in tokens], ignore_conflicts=True ) return JsonResponse({ 'success': True }) except Exception as e: print(e) return JsonResponse({ "success": False, "message": f"{e}" })

947964009551475601d73b7ef519a2e87594ff86

py

Python

packages/jsii-rosetta/test/translations/calls/method_call.py

NGL321/jsii

a31ebf5ef676391d97f2286edc21e5859c38c96c

2019-07-05T07:21:00.000Z

2022-03-31T09:55:01.000Z

packages/jsii-rosetta/test/translations/calls/method_call.py

NGL321/jsii

a31ebf5ef676391d97f2286edc21e5859c38c96c

2019-07-01T23:10:28.000Z

2022-03-31T23:40:12.000Z

packages/jsii-rosetta/test/translations/calls/method_call.py

NGL321/jsii

a31ebf5ef676391d97f2286edc21e5859c38c96c

2019-07-02T14:36:25.000Z

2022-03-26T00:21:27.000Z

some_object.call_some_function(1, 2, 3)

0ef02d4cfc1faf8314ad3d3f2641e5dc2eb22651

py

Python

teste/lstm.py

joandesonandrade/nebulosa

5bc157322ed0bdb81f6f00f6ed1ea7f7a5cadfe0

teste/lstm.py

joandesonandrade/nebulosa

5bc157322ed0bdb81f6f00f6ed1ea7f7a5cadfe0

teste/lstm.py

joandesonandrade/nebulosa

5bc157322ed0bdb81f6f00f6ed1ea7f7a5cadfe0

# Código desenvolvido pelo Pedro Piassa # Artigo http://www.uel.br/cce/dc/wp-content/uploads/PRELIMINAR-PEDRO-VITOR-PIASSA.pdf todos os direitos reservados. import os from math import * import pandas as pd import matplotlib.pyplot as plt import numpy as np import tensorflow as tf from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense from tensorflow.keras.layers import LSTM from tensorflow.keras.utils import plot_model from sklearn.preprocessing import MinMaxScaler from sklearn.metrics import mean_squared_error from matplotlib import pyplot FILE_PATH = "folder/training_data/" MODEL_PATH = "folder/model/lstm-{0}.model" PLOT_PATH = "folder/lstm-{0}.model" class DataType(dict): def __getattr__(self, name): if name in self: return self[name] raise AttributeError(f"Data type '{name}' not found") def __setattr__(self, name, value): raise AttributeError("Can't assign an attribute for a DataType") def __delattr__(self, name): if name in self: return self.pop(name, None) raise AttributeError(f"Data type '{name}' not found") def prepare_data(data_type_folder, folders, files): data_dict = {} whole = None for folder in folders: single = None for file in files: full_path = FILE_PATH + data_type_folder + folder + "/" + file with open(full_path) as data_file: data_as_float = np.array([[line.rstrip("\r\n") for line in data_file]], dtype=np.float32) if single is None: single = data_as_float else: single = np.concatenate((single, data_as_float), axis=0) if whole is None: whole = single.T else: whole = np.concatenate((whole, single.T), axis=0) return whole def series_to_supervised(data, n_in=1, n_out=1, dropnan=True, drop_cols=None): n_vars = 1 if type(data) is list else data.shape[1] df = pd.DataFrame(data) cols = [] names = [] for i in range(n_in, 0, -1): cols.append(df.shift(i)) names += [f'var{j+1}(t-{i})' for j in range(n_vars)] for i in range(n_out): cols.append(df.shift(-i)) if i == 0: names += [f'var{j+1}(t)' for j in range(n_vars)] else: names += [f'var{j+1}(t+{i})' for j in range(n_vars)] agg = pd.concat(cols, axis=1) agg.columns = names if dropnan: agg.dropna(inplace=True) if drop_cols is not None: index_offset = n_in * n_vars drop_range = [j + index_offset + (n_vars * i) for i in range(n_out) for j in drop_cols] agg.drop(agg.columns[drop_range], axis=1, inplace=True) return agg def training_data(files, data_type): data = [] for _, v in files[data_type].items(): data.append(v) return np.array(data, dtype=np.float32).T def lstm_model(train_X, output_amount, activation): model = Sequential() model.add(LSTM(50, input_shape=(train_X.shape[1], train_X.shape[2]), activation=activation)) model.add(Dense(output_amount)) return model def get_forecast(test_data, forecast_data, scaler, drop_cols): inv_forecast_data = np.empty(test_data.shape) j = 0 for i in range(test_data.shape[1]): if i in drop_cols: inv_forecast_data[:, i] = test_data[:, i] else: inv_forecast_data[:, i] = forecast_data[:, j] j += 1 inv_forecast_data = scaler.inverse_transform(inv_forecast_data) res = np.empty(forecast_data.shape) j = 0 for i in range(test_data.shape[1]): if i not in drop_cols: res[:, j] = inv_forecast_data[:, i] j += 1 return res def plot_data(ip_data_forecast, port_data_forecast, name=None): ip_data_orig = values[:86400, 1] port_data_orig = values[:86400, 2] ip_data_ddos = ddos_vals[:, 1] port_data_ddos = ddos_vals[:, 2] fig, axs = plt.subplots(3, 2) plt.subplots_adjust(hspace=0.4) axs[0, 0].plot(ip_data_orig) axs[0, 0].set_title('IP orig') axs[0, 1].plot(port_data_orig) axs[0, 1].set_title('PORT orig') axs[1, 0].plot(ip_data_forecast) axs[1, 0].set_title('IP forecast') axs[1, 1].plot(port_data_forecast) axs[1, 1].set_title('PORT forecast') axs[2, 0].plot(ip_data_ddos) axs[2, 0].set_title('IP DDoS') axs[2, 1].plot(port_data_ddos) axs[2, 1].set_title('PORT DDoS') tick_pos = [i * 3600 for i in range(25)] tick_label = [i for i in range(25)] for i in range(3): for j in range(2): pyplot.sca(axs[i, j]) pyplot.xticks(tick_pos, tick_label) pyplot.legend() pyplot.show() if name is not None: fig.savefig(name + '.png') def sketch_data(data, title): print('[*] ' + title.upper()) if type(data) == pd.DataFrame: print(data.head()) else: print(data) print(data.shape) print("--------------------------------------------------------------------------------\n\n") if __name__ == "__main__": no_attack_data_folders = ['021218', '031218', '051218', '071218', '091218', '121218'] ddos_first_data_folders = ['071218'] ddos_sec_data_folders = ['071218'] data_files = ['bytes1.txt', 'EntropiaDstIP1.txt', 'EntropiaDstPort1.txt', 'EntropiaScrIP1.txt', 'EntropiaSrcPort1.txt', 'packets1.txt'] prediction_data = ['EntropiaDstIP1.txt', 'EntropiaDstPort1.txt'] data_type = DataType(NO_ATTACK='without-attack/', DDOS_PORTSCAN='ddos-portscan/', PORTSCAN_DDOS='portscan-ddos/') values = prepare_data(data_type.NO_ATTACK, no_attack_data_folders, data_files) sketch_data(values, "raw traffic data, without attack, taken from the data files") ddos_vals = prepare_data(data_type.DDOS_PORTSCAN, ddos_first_data_folders, data_files) sketch_data(ddos_vals, "raw traffic data containing a ddos attack, taken from the data files") scaler = MinMaxScaler(feature_range=(0, 1)) scaled = scaler.fit_transform(values) lag_input = 1 lag_output = 1 n_features = 6 drop_cols = [j for i, j in zip(data_files, range(len(data_files))) if i not in prediction_data] # Takes only the columns that are represented by the prediction_data variable scaled_data = series_to_supervised(scaled, n_in=lag_input, n_out=lag_output, drop_cols=drop_cols) sketch_data(scaled_data, "timeseries converted to a supervised learning problem") scaled_values = scaled_data.values testing_len = 86400 # size of the testing set training_len = scaled_values.shape[0] - testing_len # size of the training set n_obs = n_features * lag_input # number of observed variables layer_out = (n_features - len(drop_cols)) * lag_output # output variables train = scaled_values[:training_len, :] test = scaled_values[training_len:, :] sketch_data(train, "training data") sketch_data(test, "testing data") train_X = train[:, :n_obs] train_y = train[:, -layer_out:] test_X = test[:, :n_obs] test_y = test[:, -layer_out:] # print(train_X.shape, len(train_X), train_y.shape) train_X = train_X.reshape((train_X.shape[0], lag_input, n_features)) test_X = test_X.reshape((test_X.shape[0], lag_input, n_features)) # print(train_X.shape, test_X.shape) activation = tf.nn.softmax epochs = 4 batch_size = 60 model_name = f'activation={activation.__name__}-epochs={epochs}-batch_size={batch_size}' model_fullpath = MODEL_PATH.format(model_name) plot_fullpath = PLOT_PATH.format(model_name) if not os.path.isfile(model_fullpath): model = lstm_model(train_X=train_X, output_amount=layer_out, activation=activation) print(model.summary()) plot_model(model, to_file='./model_lstm.png', show_shapes=True, show_layer_names=True) model.compile(loss='mae', optimizer='adam', metrics=['accuracy', 'mse']) history = model.fit(train_X, train_y, epochs=epochs, batch_size=batch_size, validation_data=(test_X, test_y), verbose=1, shuffle=False) model.save(model_fullpath) else: model = tf.keras.models.load_model(model_fullpath) yhat = model.predict(test_X) sketch_data(yhat, "model prediction data") test_X = test_X.reshape((test_X.shape[0], lag_input*n_features)) sketch_data(test_X, "reshaped testing data") res = get_forecast(test_X, yhat, scaler, drop_cols) # Here is the predicted traffic sketch_data(res, "Predicted traffic data") plot_data(ip_data_forecast=res[:, 0], port_data_forecast=res[:, 1], name=plot_fullpath)

3879967ddb860fa780d0041379d64132aabcb634

py

Python

Lib/test/test_difflib.py

deadsnakes/python2.3

0b4a6871ca57123c10aa48cc2a5d2b7c0ee3c849

2020-11-26T18:53:46.000Z

2020-11-26T18:53:46.000Z

Lib/test/test_difflib.py

deadsnakes/python2.3

0b4a6871ca57123c10aa48cc2a5d2b7c0ee3c849

Lib/test/test_difflib.py

deadsnakes/python2.3

0b4a6871ca57123c10aa48cc2a5d2b7c0ee3c849

2019-04-11T11:27:01.000Z

2019-04-11T11:27:01.000Z

import difflib from test import test_support import unittest import doctest class TestSFbugs(unittest.TestCase): def test_ratio_for_null_seqn(self): # Check clearing of SF bug 763023 s = difflib.SequenceMatcher(None, [], []) self.assertEqual(s.ratio(), 1) self.assertEqual(s.quick_ratio(), 1) self.assertEqual(s.real_quick_ratio(), 1) Doctests = doctest.DocTestSuite(difflib) test_support.run_unittest(TestSFbugs, Doctests)

e10900f18bbb495e2228594da2923c849a55de50

py

Python

BMSS/models/model_functions/BMSS_LogicGate_ANDgate_BasalLeakinessP1_BasalLeakinessP3_MaturationTime.py

EngBioNUS/BMSS2

41163c61a4e0ef3c6430e5954d81a77832e49a9d

BMSS/models/model_functions/BMSS_LogicGate_ANDgate_BasalLeakinessP1_BasalLeakinessP3_MaturationTime.py

EngBioNUS/BMSS2

41163c61a4e0ef3c6430e5954d81a77832e49a9d

BMSS/models/model_functions/BMSS_LogicGate_ANDgate_BasalLeakinessP1_BasalLeakinessP3_MaturationTime.py

EngBioNUS/BMSS2

41163c61a4e0ef3c6430e5954d81a77832e49a9d

2020-08-24T13:35:55.000Z

2022-03-07T16:48:12.000Z

import numpy as np from numpy import log as ln from numpy import log10 as log from numpy import exp from numba import jit @jit(nopython=True) def model_BMSS_LogicGate_ANDgate_BasalLeakinessP1_BasalLeakinessP3_MaturationTime(y, t, params): m1 = y[0] p1 = y[1] m2 = y[2] p2 = y[3] m3 = y[4] p3 = y[5] p3_mat = y[6] k_leak1 = params[0] k_leak = params[1] synm1 = params[2] degm = params[3] synp = params[4] degp = params[5] synm2 = params[6] synm3 = params[7] p1_max = params[8] p2_max = params[9] k_mat = params[10] state1 = params[11] state2 = params[12] dm1 = k_leak1 + synm1*state1 - degm*m1 dp1 = synp*m1 - degp*p1 dm2 = synm2*state2 - degm*m2 dp2 = synp*m2 - degp*p2 dm3 = k_leak + synm3*(p1/p1_max)*(p2/p2_max) - degm*m3 dp3 = synp*m3 - k_mat*p3 dp3_mat = k_mat*m3 - degp*p3_mat return np.array([dm1, dp1, dm2, dp2, dm3, dp3, dp3_mat])

465a5b849ec43b60bdd1fb5c18a038cf6ba281c3

py

Python

Vuld_SySe/clone_analysis/analyze_clone.py

bstee615/ReVeal

fc22d0d54a3a23d4e0bc45a249b7eea22749685e

2020-09-24T07:51:45.000Z

2022-03-24T03:34:43.000Z

Vuld_SySe/clone_analysis/analyze_clone.py

smartcontract-detect-yzu/ReVeal

ca31b783384b4cdb09b69950e48f79fa0748ef1d

2020-08-04T16:26:46.000Z

2022-03-08T03:13:33.000Z

Vuld_SySe/clone_analysis/analyze_clone.py

smartcontract-detect-yzu/ReVeal

ca31b783384b4cdb09b69950e48f79fa0748ef1d

2020-09-08T17:27:07.000Z

2022-03-31T22:32:39.000Z

import argparse import json import numpy as np from sklearn.feature_extraction.text import TfidfVectorizer from sklearn.cluster import KMeans from sklearn.model_selection import train_test_split from sklearn.ensemble import RandomForestClassifier from sklearn.svm import LinearSVC from sklearn.metrics import accuracy_score as acc, precision_score as pr, recall_score as rc, f1_score as f1 def clone_analysis(data_paths): code = [] labels = [] positives = 0 for file_name in data_paths: data = json.load(open(file_name)) for example in data: code.append(example['tokenized']) l = 0 if 'label' in example.keys(): l = int(example['label']) elif 'lebel' in example.keys(): l = int(example['lebel']) elif 'leble' in example.keys(): l = int(example['leble']) elif 'lable' in example.keys(): l = int(example['lable']) if l > 1: l = 1 positives += l labels.append(l) print(len(code), len(labels), positives, len(labels) - positives) vectorizer = TfidfVectorizer(input=code, lowercase=False, ngram_range=(1, 3)) X = vectorizer.fit_transform(code) model = KMeans(n_clusters=10, max_iter=100) model.fit(X) y = model.predict(X) cluster_to_positive = [0] * 10 cluster_to_negative = [0] * 10 for pred, label in zip(y, labels): if label == 1: cluster_to_positive[pred] += 1 else: cluster_to_negative[pred] += 1 print(cluster_to_positive) print(cluster_to_negative) percentages = [float(p) / (p + n) for p, n in zip(cluster_to_positive, cluster_to_negative)] for p in percentages: print(p) for _ in range(5): XTrain, XTest, YTrain, YTest = train_test_split(X, labels, test_size=0.2) model = RandomForestClassifier() model.fit(XTrain, YTrain) predicted = model.predict(XTest) print('%.3f\t%.3f\t%.3f\t%.3f' % ( acc(YTest, predicted) * 100, pr(YTest, predicted) * 100, rc(YTest, predicted) * 100, f1(YTest, predicted) * 100) ) pass if __name__ == '__main__': data = '../../data/draper/chrome_debian.json' parser = argparse.ArgumentParser() parser.add_argument( '--data_source', help='Path of the json file of tha data', nargs='+', default=[ data ] ) args = parser.parse_args() clone_analysis(args.data_source) pass

3f2c58be4306c6ae33b80bf1d1e7afde5a7ee7c7

py

Python

unittests/testerrors.py

Serhiy1/archivist-python

70c7acf29eecd303bb1517d3636663d83f36cc2c

unittests/testerrors.py

Serhiy1/archivist-python

70c7acf29eecd303bb1517d3636663d83f36cc2c

unittests/testerrors.py

Serhiy1/archivist-python

70c7acf29eecd303bb1517d3636663d83f36cc2c

""" Test archivist """ # pylint: disable=attribute-defined-outside-init # pylint: disable=missing-docstring # pylint: disable=too-few-public-methods import json from unittest import TestCase from requests_toolbelt.multipart.encoder import MultipartEncoder from archivist.errors import ( _parse_response, Archivist4xxError, Archivist5xxError, ArchivistBadRequestError, ArchivistError, ArchivistForbiddenError, ArchivistNotFoundError, ArchivistNotImplementedError, ArchivistPaymentRequiredError, ArchivistTooManyRequestsError, ArchivistUnauthenticatedError, ArchivistUnavailableError, ) from .mock_response import MockResponse class TestErrors(TestCase): """ Test exceptions for archivist """ def test_errors_200(self): """ Test errors """ response = MockResponse(200) error = _parse_response(response) self.assertEqual( error, None, msg="error should be None", ) def test_errors_300(self): """ Test errors """ response = MockResponse(300) error = _parse_response(response) self.assertEqual( error, None, msg="error should be None", ) def test_errors_400(self): """ Test errors """ response = MockResponse(400, error="some error") error = _parse_response(response) self.assertIsNotNone( error, msg="error should not be None", ) with self.assertRaises(ArchivistBadRequestError) as ex: raise error self.assertEqual( str(ex.exception), '{"error": "some error"} (400)', msg="incorrect error", ) def test_errors_401(self): """ Test errors """ response = MockResponse(401, error="some error") error = _parse_response(response) self.assertIsNotNone( error, msg="error should not be None", ) with self.assertRaises(ArchivistUnauthenticatedError) as ex: raise error self.assertEqual( str(ex.exception), '{"error": "some error"} (401)', msg="incorrect error", ) def test_errors_402(self): """ Test errors """ response = MockResponse( 402, error="Entity QuotaReached", description="Current quota is 10" ) error = _parse_response(response) self.assertIsNotNone( error, msg="error should not be None", ) with self.assertRaises(ArchivistPaymentRequiredError) as ex: raise error self.assertEqual( str(ex.exception), '{"error": "Entity QuotaReached", "description": "Current quota is 10"} (402)', msg="incorrect error", ) def test_errors_403(self): """ Test errors """ response = MockResponse(403, error="some error") error = _parse_response(response) self.assertIsNotNone( error, msg="error should not be None", ) with self.assertRaises(ArchivistForbiddenError) as ex: raise error self.assertEqual( str(ex.exception), '{"error": "some error"} (403)', ) def test_errors_403_multipartencoder(self): """ Test errors """ class Object: pass request = Object() request.body = MultipartEncoder( fields={ "file": ("filename", "filecontents", "image/jpg"), } ) response = MockResponse( 403, request=request, error="some error", ) error = _parse_response(response) self.assertIsNotNone( error, msg="error should not be None", ) with self.assertRaises(ArchivistForbiddenError) as ex: raise error self.assertEqual( str(ex.exception), '{"error": "some error"} (403)', ) def test_errors_404(self): """ Test errors """ class Object: pass request = Object() request.body = json.dumps({"identity": "entity/xxxxx"}) response = MockResponse( 404, request=request, error="some error", ) error = _parse_response(response) self.assertIsNotNone( error, msg="error should not be None", ) with self.assertRaises(ArchivistNotFoundError) as ex: raise error self.assertEqual( str(ex.exception), "entity/xxxxx not found (404)", msg="incorrect error", ) def test_errors_429(self): """ Test errors """ class Object: pass request = Object() request.body = json.dumps({"identity": "entity/xxxxx"}) response = MockResponse( 429, request=request, error="some error", ) error = _parse_response(response) self.assertIsNotNone( error, msg="error should not be None", ) with self.assertRaises(ArchivistTooManyRequestsError) as ex: raise error self.assertEqual( str(ex.exception), '{"error": "some error"} (429)', msg="incorrect error", ) def test_errors_4xx(self): """ Test errors """ response = MockResponse(405, error="some error") error = _parse_response(response) self.assertIsNotNone( error, msg="error should not be None", ) with self.assertRaises(Archivist4xxError) as ex: raise error self.assertEqual( str(ex.exception), '{"error": "some error"} (405)', msg="incorrect error", ) def test_errors_500(self): """ Test errors """ response = MockResponse(500, error="some error") error = _parse_response(response) self.assertIsNotNone( error, msg="error should not be None", ) with self.assertRaises(Archivist5xxError) as ex: raise error self.assertEqual( str(ex.exception), '{"error": "some error"} (500)', msg="incorrect error", ) def test_errors_501(self): """ Test errors """ response = MockResponse(501, error="some error") error = _parse_response(response) self.assertIsNotNone( error, msg="error should not be None", ) with self.assertRaises(ArchivistNotImplementedError) as ex: raise error self.assertEqual( str(ex.exception), '{"error": "some error"} (501)', msg="incorrect error", ) def test_errors_503(self): """ Test errors """ response = MockResponse(503, error="some error") error = _parse_response(response) self.assertIsNotNone( error, msg="error should not be None", ) with self.assertRaises(ArchivistUnavailableError) as ex: raise error self.assertEqual( str(ex.exception), '{"error": "some error"} (503)', msg="incorrect error", ) def test_errors_600(self): """ Test errors """ response = MockResponse(600, error="some error") error = _parse_response(response) self.assertIsNotNone( error, msg="error should not be None", ) with self.assertRaises(ArchivistError) as ex: raise error self.assertEqual( str(ex.exception), '{"error": "some error"} (600)', msg="incorrect error", )

c21edd9c4d9fc3d01afae0497d3eab3e9c31ff09

py

Python

pypy/jit/codegen/i386/test/test_genc_virtualizable.py

camillobruni/pygirl

ddbd442d53061d6ff4af831c1eab153bcc771b5a

2016-01-06T07:10:28.000Z

2021-05-13T23:02:02.000Z

pypy/jit/codegen/i386/test/test_genc_virtualizable.py

camillobruni/pygirl

ddbd442d53061d6ff4af831c1eab153bcc771b5a

pypy/jit/codegen/i386/test/test_genc_virtualizable.py

camillobruni/pygirl

ddbd442d53061d6ff4af831c1eab153bcc771b5a

2016-07-29T07:09:50.000Z

2016-10-16T08:50:26.000Z

from pypy.jit.codegen.i386.test.test_genc_portal import I386PortalTestMixin from pypy.jit.timeshifter.test import test_virtualizable class TestVirtualizableExplicit(I386PortalTestMixin, test_virtualizable.TestVirtualizableExplicit): pass class TestVirtualizableImplicit(I386PortalTestMixin, test_virtualizable.TestVirtualizableImplicit): pass # for the individual tests see # ====> ../../../timeshifter/test/test_virtualizable.py

aee193b572fa6bb5a397563697e9c0175fc63ba2

py

Python

tests/regressiontests/admin_views/models.py

five3/django

fa3f0aa021bea85b9196ef154a32c7bb1023a1e9

2015-10-14T09:13:48.000Z

2021-01-01T06:31:25.000Z

tests/regressiontests/admin_views/models.py

econchick/django

86c5c0154f69728eba4aad6204621f07cdd3459d

tests/regressiontests/admin_views/models.py

econchick/django

86c5c0154f69728eba4aad6204621f07cdd3459d

2019-07-15T02:35:16.000Z

2019-07-15T02:35:16.000Z

# -*- coding: utf-8 -*- from __future__ import unicode_literals import datetime import tempfile import os from django.contrib.auth.models import User from django.contrib.contenttypes import generic from django.contrib.contenttypes.models import ContentType from django.core.files.storage import FileSystemStorage from django.db import models class Section(models.Model): """ A simple section that links to articles, to test linking to related items in admin views. """ name = models.CharField(max_length=100) class Article(models.Model): """ A simple article to test admin views. Test backwards compatibility. """ title = models.CharField(max_length=100) content = models.TextField() date = models.DateTimeField() section = models.ForeignKey(Section, null=True, blank=True) def __unicode__(self): return self.title def model_year(self): return self.date.year model_year.admin_order_field = 'date' model_year.short_description = '' class Book(models.Model): """ A simple book that has chapters. """ name = models.CharField(max_length=100, verbose_name='¿Name?') def __unicode__(self): return self.name class Promo(models.Model): name = models.CharField(max_length=100, verbose_name='¿Name?') book = models.ForeignKey(Book) def __unicode__(self): return self.name class Chapter(models.Model): title = models.CharField(max_length=100, verbose_name='¿Title?') content = models.TextField() book = models.ForeignKey(Book) def __unicode__(self): return self.title class Meta: # Use a utf-8 bytestring to ensure it works (see #11710) verbose_name = '¿Chapter?' class ChapterXtra1(models.Model): chap = models.OneToOneField(Chapter, verbose_name='¿Chap?') xtra = models.CharField(max_length=100, verbose_name='¿Xtra?') def __unicode__(self): return '¿Xtra1: %s' % self.xtra class ChapterXtra2(models.Model): chap = models.OneToOneField(Chapter, verbose_name='¿Chap?') xtra = models.CharField(max_length=100, verbose_name='¿Xtra?') def __unicode__(self): return '¿Xtra2: %s' % self.xtra class RowLevelChangePermissionModel(models.Model): name = models.CharField(max_length=100, blank=True) class CustomArticle(models.Model): content = models.TextField() date = models.DateTimeField() class ModelWithStringPrimaryKey(models.Model): string_pk = models.CharField(max_length=255, primary_key=True) def __unicode__(self): return self.string_pk def get_absolute_url(self): return '/dummy/%s/' % self.string_pk class Color(models.Model): value = models.CharField(max_length=10) warm = models.BooleanField() def __unicode__(self): return self.value # we replicate Color to register with another ModelAdmin class Color2(Color): class Meta: proxy = True class Thing(models.Model): title = models.CharField(max_length=20) color = models.ForeignKey(Color, limit_choices_to={'warm': True}) def __unicode__(self): return self.title class Actor(models.Model): name = models.CharField(max_length=50) age = models.IntegerField() def __unicode__(self): return self.name class Inquisition(models.Model): expected = models.BooleanField() leader = models.ForeignKey(Actor) country = models.CharField(max_length=20) def __unicode__(self): return "by %s from %s" % (self.leader, self.country) class Sketch(models.Model): title = models.CharField(max_length=100) inquisition = models.ForeignKey(Inquisition, limit_choices_to={'leader__name': 'Palin', 'leader__age': 27, 'expected': False, }) def __unicode__(self): return self.title class Fabric(models.Model): NG_CHOICES = ( ('Textured', ( ('x', 'Horizontal'), ('y', 'Vertical'), ) ), ('plain', 'Smooth'), ) surface = models.CharField(max_length=20, choices=NG_CHOICES) class Person(models.Model): GENDER_CHOICES = ( (1, "Male"), (2, "Female"), ) name = models.CharField(max_length=100) gender = models.IntegerField(choices=GENDER_CHOICES) age = models.IntegerField(default=21) alive = models.BooleanField() def __unicode__(self): return self.name class Persona(models.Model): """ A simple persona associated with accounts, to test inlining of related accounts which inherit from a common accounts class. """ name = models.CharField(blank=False, max_length=80) def __unicode__(self): return self.name class Account(models.Model): """ A simple, generic account encapsulating the information shared by all types of accounts. """ username = models.CharField(blank=False, max_length=80) persona = models.ForeignKey(Persona, related_name="accounts") servicename = 'generic service' def __unicode__(self): return "%s: %s" % (self.servicename, self.username) class FooAccount(Account): """A service-specific account of type Foo.""" servicename = 'foo' class BarAccount(Account): """A service-specific account of type Bar.""" servicename = 'bar' class Subscriber(models.Model): name = models.CharField(blank=False, max_length=80) email = models.EmailField(blank=False, max_length=175) def __unicode__(self): return "%s (%s)" % (self.name, self.email) class ExternalSubscriber(Subscriber): pass class OldSubscriber(Subscriber): pass class Media(models.Model): name = models.CharField(max_length=60) class Podcast(Media): release_date = models.DateField() class Meta: ordering = ('release_date',) # overridden in PodcastAdmin class Vodcast(Media): media = models.OneToOneField(Media, primary_key=True, parent_link=True) released = models.BooleanField(default=False) class Parent(models.Model): name = models.CharField(max_length=128) class Child(models.Model): parent = models.ForeignKey(Parent, editable=False) name = models.CharField(max_length=30, blank=True) class EmptyModel(models.Model): def __unicode__(self): return "Primary key = %s" % self.id temp_storage = FileSystemStorage(tempfile.mkdtemp(dir=os.environ['DJANGO_TEST_TEMP_DIR'])) UPLOAD_TO = os.path.join(temp_storage.location, 'test_upload') class Gallery(models.Model): name = models.CharField(max_length=100) class Picture(models.Model): name = models.CharField(max_length=100) image = models.FileField(storage=temp_storage, upload_to='test_upload') gallery = models.ForeignKey(Gallery, related_name="pictures") class Language(models.Model): iso = models.CharField(max_length=5, primary_key=True) name = models.CharField(max_length=50) english_name = models.CharField(max_length=50) shortlist = models.BooleanField(default=False) class Meta: ordering = ('iso',) # a base class for Recommender and Recommendation class Title(models.Model): pass class TitleTranslation(models.Model): title = models.ForeignKey(Title) text = models.CharField(max_length=100) class Recommender(Title): pass class Recommendation(Title): recommender = models.ForeignKey(Recommender) class Collector(models.Model): name = models.CharField(max_length=100) class Widget(models.Model): owner = models.ForeignKey(Collector) name = models.CharField(max_length=100) class DooHickey(models.Model): code = models.CharField(max_length=10, primary_key=True) owner = models.ForeignKey(Collector) name = models.CharField(max_length=100) class Grommet(models.Model): code = models.AutoField(primary_key=True) owner = models.ForeignKey(Collector) name = models.CharField(max_length=100) class Whatsit(models.Model): index = models.IntegerField(primary_key=True) owner = models.ForeignKey(Collector) name = models.CharField(max_length=100) class Doodad(models.Model): name = models.CharField(max_length=100) class FancyDoodad(Doodad): owner = models.ForeignKey(Collector) expensive = models.BooleanField(default=True) class Category(models.Model): collector = models.ForeignKey(Collector) order = models.PositiveIntegerField() class Meta: ordering = ('order',) def __unicode__(self): return '%s:o%s' % (self.id, self.order) class Link(models.Model): posted = models.DateField( default=lambda: datetime.date.today() - datetime.timedelta(days=7) ) url = models.URLField() post = models.ForeignKey("Post") class PrePopulatedPost(models.Model): title = models.CharField(max_length=100) published = models.BooleanField() slug = models.SlugField() class PrePopulatedSubPost(models.Model): post = models.ForeignKey(PrePopulatedPost) subtitle = models.CharField(max_length=100) subslug = models.SlugField() class Post(models.Model): title = models.CharField(max_length=100, help_text="Some help text for the title (with unicode ŠĐĆŽćžšđ)") content = models.TextField(help_text="Some help text for the content (with unicode ŠĐĆŽćžšđ)") posted = models.DateField( default=datetime.date.today, help_text="Some help text for the date (with unicode ŠĐĆŽćžšđ)" ) public = models.NullBooleanField() def awesomeness_level(self): return "Very awesome." class Gadget(models.Model): name = models.CharField(max_length=100) def __unicode__(self): return self.name class Villain(models.Model): name = models.CharField(max_length=100) def __unicode__(self): return self.name class SuperVillain(Villain): pass class FunkyTag(models.Model): "Because we all know there's only one real use case for GFKs." name = models.CharField(max_length=25) content_type = models.ForeignKey(ContentType) object_id = models.PositiveIntegerField() content_object = generic.GenericForeignKey('content_type', 'object_id') def __unicode__(self): return self.name class Plot(models.Model): name = models.CharField(max_length=100) team_leader = models.ForeignKey(Villain, related_name='lead_plots') contact = models.ForeignKey(Villain, related_name='contact_plots') tags = generic.GenericRelation(FunkyTag) def __unicode__(self): return self.name class PlotDetails(models.Model): details = models.CharField(max_length=100) plot = models.OneToOneField(Plot) def __unicode__(self): return self.details class SecretHideout(models.Model): """ Secret! Not registered with the admin! """ location = models.CharField(max_length=100) villain = models.ForeignKey(Villain) def __unicode__(self): return self.location class SuperSecretHideout(models.Model): """ Secret! Not registered with the admin! """ location = models.CharField(max_length=100) supervillain = models.ForeignKey(SuperVillain) def __unicode__(self): return self.location class CyclicOne(models.Model): name = models.CharField(max_length=25) two = models.ForeignKey('CyclicTwo') def __unicode__(self): return self.name class CyclicTwo(models.Model): name = models.CharField(max_length=25) one = models.ForeignKey(CyclicOne) def __unicode__(self): return self.name class Topping(models.Model): name = models.CharField(max_length=20) class Pizza(models.Model): name = models.CharField(max_length=20) toppings = models.ManyToManyField('Topping') class Album(models.Model): owner = models.ForeignKey(User) title = models.CharField(max_length=30) class Employee(Person): code = models.CharField(max_length=20) class WorkHour(models.Model): datum = models.DateField() employee = models.ForeignKey(Employee) class Question(models.Model): question = models.CharField(max_length=20) class Answer(models.Model): question = models.ForeignKey(Question, on_delete=models.PROTECT) answer = models.CharField(max_length=20) def __unicode__(self): return self.answer class Reservation(models.Model): start_date = models.DateTimeField() price = models.IntegerField() DRIVER_CHOICES = ( ('bill', 'Bill G'), ('steve', 'Steve J'), ) RESTAURANT_CHOICES = ( ('indian', 'A Taste of India'), ('thai', 'Thai Pography'), ('pizza', 'Pizza Mama'), ) class FoodDelivery(models.Model): reference = models.CharField(max_length=100) driver = models.CharField(max_length=100, choices=DRIVER_CHOICES, blank=True) restaurant = models.CharField(max_length=100, choices=RESTAURANT_CHOICES, blank=True) class Meta: unique_together = (("driver", "restaurant"),) class Paper(models.Model): title = models.CharField(max_length=30) author = models.CharField(max_length=30, blank=True, null=True) class CoverLetter(models.Model): author = models.CharField(max_length=30) date_written = models.DateField(null=True, blank=True) def __unicode__(self): return self.author class Story(models.Model): title = models.CharField(max_length=100) content = models.TextField() class OtherStory(models.Model): title = models.CharField(max_length=100) content = models.TextField() class ComplexSortedPerson(models.Model): name = models.CharField(max_length=100) age = models.PositiveIntegerField() is_employee = models.NullBooleanField() class PrePopulatedPostLargeSlug(models.Model): """ Regression test for #15938: a large max_length for the slugfield must not be localized in prepopulated_fields_js.html or it might end up breaking the javascript (ie, using THOUSAND_SEPARATOR ends up with maxLength=1,000) """ title = models.CharField(max_length=100) published = models.BooleanField() slug = models.SlugField(max_length=1000) class AdminOrderedField(models.Model): order = models.IntegerField() stuff = models.CharField(max_length=200) class AdminOrderedModelMethod(models.Model): order = models.IntegerField() stuff = models.CharField(max_length=200) def some_order(self): return self.order some_order.admin_order_field = 'order' class AdminOrderedAdminMethod(models.Model): order = models.IntegerField() stuff = models.CharField(max_length=200) class AdminOrderedCallable(models.Model): order = models.IntegerField() stuff = models.CharField(max_length=200) class Report(models.Model): title = models.CharField(max_length=100) def __unicode__(self): return self.title class MainPrepopulated(models.Model): name = models.CharField(max_length=100) pubdate = models.DateField() status = models.CharField( max_length=20, choices=(('option one', 'Option One'), ('option two', 'Option Two'))) slug1 = models.SlugField() slug2 = models.SlugField() class RelatedPrepopulated(models.Model): parent = models.ForeignKey(MainPrepopulated) name = models.CharField(max_length=75) pubdate = models.DateField() status = models.CharField( max_length=20, choices=(('option one', 'Option One'), ('option two', 'Option Two'))) slug1 = models.SlugField(max_length=50) slug2 = models.SlugField(max_length=60) class UnorderedObject(models.Model): """ Model without any defined `Meta.ordering`. Refs #16819. """ name = models.CharField(max_length=255) bool = models.BooleanField(default=True) class UndeletableObject(models.Model): """ Model whose show_delete in admin change_view has been disabled Refs #10057. """ name = models.CharField(max_length=255)

853c025e7d5e8a53de7685c1b072eb1ce8ff162a

py

Python

templates/agent_NOP.py

trer/bombots

16f0360236185e104f219127770e62799eb3c4ab

templates/agent_NOP.py

trer/bombots

16f0360236185e104f219127770e62799eb3c4ab

templates/agent_NOP.py

trer/bombots

16f0360236185e104f219127770e62799eb3c4ab

import random import sys import numpy as np sys.path.append("..") from bombots.environment import Bombots from collections import Counter class NOPAgent: # Feel free to remove the comments from this file, they # can be found in the source on GitHub at any time # https://github.com/CogitoNTNU/bombots # This is an example agent that can be used as a learning resource or as # a technical base for your own agents. There are few limitations to how # this should be structured, but the functions '__init__' and 'act' need # to have the exact parameters that they have in the original source. # Action reference: # Bombots.NOP - No Operation # Bombots.UP - Move up # Bombots.DOWN - Move down # Bombots.LEFT - Move left # Bombots.RIGHT - Move right # Bombots.BOMB - Place bomb # State reference: # env_state['agent_pos'] - Coordinates of the controlled bot - (x, y) tuple # env_state['enemy_pos'] - Coordinates of the opponent bot - (x, y) tuple # env_state['bomb_pos'] - List of bomb coordinates - [(x, y), (x, y)] list of tuples def __init__(self, env): self.env = env self.hasprinted = False self.counter = 0 def act(self, env_state): action = Bombots.NOP return action

a1207a43231398e66b31d93db3c6a745292b4259

py

Python

var/spack/repos/builtin/packages/libxprintapputil/package.py

HaochengLIU/spack

26e51ff1705a4d6234e2a0cf734f93f7f95df5cb

2018-11-27T03:39:44.000Z

2021-09-06T15:50:35.000Z

var/spack/repos/builtin/packages/libxprintapputil/package.py

HaochengLIU/spack

26e51ff1705a4d6234e2a0cf734f93f7f95df5cb

2019-01-11T20:11:52.000Z

2019-01-11T20:11:52.000Z

var/spack/repos/builtin/packages/libxprintapputil/package.py

HaochengLIU/spack

26e51ff1705a4d6234e2a0cf734f93f7f95df5cb

2020-10-14T14:20:17.000Z

2020-10-14T14:20:17.000Z

# Copyright 2013-2018 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT) from spack import * class Libxprintapputil(AutotoolsPackage): """Xprint application utility routines.""" homepage = "https://cgit.freedesktop.org/xorg/lib/libXprintAppUtil/" url = "https://www.x.org/archive/individual/lib/libXprintAppUtil-1.0.1.tar.gz" version('1.0.1', '3adb71fa34a2d4e75d8b840310318f76') depends_on('libx11') depends_on('libxp') depends_on('libxprintutil') depends_on('libxau') depends_on('printproto', type='build') depends_on('pkgconfig', type='build') depends_on('util-macros', type='build')

ff652cb01eb0f230a4c418594a9a254d3ce42ebb

py

Python

tests/test_client.py

jaebradley/nba_data

30d817bbc1c5474774f97f3800354492e382d206

2017-01-07T13:32:16.000Z

2019-08-08T17:36:26.000Z

tests/test_client.py

jaebradley/nba_data

30d817bbc1c5474774f97f3800354492e382d206

2016-09-01T01:21:07.000Z

2021-03-25T21:41:38.000Z

tests/test_client.py

jaebradley/nba_data

30d817bbc1c5474774f97f3800354492e382d206

2016-12-06T10:30:59.000Z

2021-09-08T21:23:43.000Z

from datetime import date from unittest import TestCase from nba_data.client import Client from nba_data.data.box_scores import GameBoxScore from nba_data.data.game import LoggedGame from nba_data.data.players import Player, DetailedPlayer from nba_data.data.season import Season from nba_data.data.team import Team class TestClient(TestCase): def test_instantiation(self): self.assertIsNotNone(Client()) def test_get_all_nba_players(self): players = Client.get_all_nba_players() self.assertIsNotNone(players) self.assertIsInstance(players, list) self.assertGreater(len(players), 0) def test_get_players_for_season(self): players = Client.get_players_for_season(season=Season.season_2015) self.assertIsNotNone(players) self.assertGreater(len(players), 0) self.assertIsInstance(players[0], Player) def test_get_players_for_all_seasons(self): for season in Season: players = Client.get_players_for_season(season=season) self.assertIsNotNone(players) self.assertGreater(len(players), 0) def test_get_games_for_team(self): games = Client.get_games_for_team(season=Season.season_2015, team=Team.boston_celtics) self.assertIsNotNone(games) self.assertEqual(len(games), 82) self.assertIsInstance(games[0], LoggedGame) def test_get_player_info(self): player_details = Client.get_player_info(player_id=201566) self.assertIsNotNone(player_details) self.assertIsInstance(player_details, DetailedPlayer) # def test_all_player_info(self): # for player in Client.get_players_for_season(season=Season.season_2015): # player_details = Client.get_player_info(player_id=player.nba_id) # self.assertIsNotNone(player_details) # self.assertIsInstance(player_details, PlayerDetails) def test_get_advanced_box_score(self): advanced_box_score = Client.get_advanced_box_score(game_id="0021501205") self.assertIsNotNone(advanced_box_score) self.assertIsInstance(advanced_box_score, GameBoxScore) def test_get_traditional_box_score(self): traditional_box_score = Client.get_traditional_box_score(game_id="0021501205") self.assertIsNotNone(traditional_box_score) self.assertIsInstance(traditional_box_score, GameBoxScore) def test_get_game_counts_in_date_range(self): game_counts = Client.get_game_counts_in_date_range() self.assertIsNotNone(game_counts) def test_get_games_for_date(self): date_value = date(year=2016, month=1, day=1) games = Client.get_games_for_date(date_value=date_value) self.assertIsNotNone(games) self.assertIsNot(len(games), 0) def test_get_players(self): players = Client.get_players(season=Season.season_2016) self.assertIsNotNone(players) self.assertGreater(len(players), 0)

422248934e888289363b595c08543c6b63446d3a

py

Python

net/xception_body.py

rickyHong/Light-Head-RCNN-enhanced-Xdetector

1b19e15709635e007494648c4fb519b703a29d84

2018-03-12T19:38:06.000Z

2021-02-23T16:15:34.000Z

net/xception_body.py

rickyHong/Light-Head-RCNN-enhanced-Xdetector

1b19e15709635e007494648c4fb519b703a29d84

2018-04-25T15:46:21.000Z

2019-03-15T11:25:48.000Z

net/xception_body.py

rickyHong/Light-Head-RCNN-enhanced-Xdetector

1b19e15709635e007494648c4fb519b703a29d84

2018-03-31T03:38:42.000Z

2020-09-18T09:04:32.000Z

# Copyright 2018 Changan Wang # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================= import tensorflow as tf from . import resnet_v2 from utility import eval_helper USE_FUSED_BN = True BN_EPSILON = 0.0001#0.001 BN_MOMENTUM = 0.99 #initializer_to_use = tf.glorot_uniform_initializer initializer_to_use = tf.glorot_normal_initializer conv_bn_initializer_to_use = tf.glorot_normal_initializer#lambda : tf.truncated_normal_initializer(mean=0.0, stddev=0.005) def get_shape(x, rank=None): if x.get_shape().is_fully_defined(): return x.get_shape().as_list() else: static_shape = x.get_shape() if rank is None: static_shape = static_shape.as_list() rank = len(static_shape) else: static_shape = x.get_shape().with_rank(rank).as_list() dynamic_shape = tf.unstack(tf.shape(x), rank) return [s if s is not None else d for s, d in zip(static_shape, dynamic_shape)] def _pad_axis(x, offset, size, axis=0, name=None): with tf.name_scope(name, 'rpn_pad_axis'): shape = get_shape(x) rank = len(shape) # Padding description. new_size = tf.maximum(size-offset-shape[axis], 0) pad1 = tf.stack([0]*axis + [offset] + [0]*(rank-axis-1)) pad2 = tf.stack([0]*axis + [new_size] + [0]*(rank-axis-1)) paddings = tf.stack([pad1, pad2], axis=1) x = tf.pad(x, paddings, mode='CONSTANT') # Reshape, to get fully defined shape if possible. # TODO: fix with tf.slice shape[axis] = tf.maximum(size, shape[axis]) x = tf.reshape(x, tf.stack(shape)) return x def _bboxes_nms(scores, bboxes, nms_threshold=0.5, keep_top_k=200, mode=None, scope=None): with tf.name_scope(scope, 'bboxes_nms_single', [scores, bboxes]): # Apply NMS algorithm. idxes = tf.image.non_max_suppression(bboxes, scores, keep_top_k, nms_threshold) scores = tf.gather(scores, idxes) bboxes = tf.gather(bboxes, idxes) # Pad results. scores = _pad_axis(scores, 0, keep_top_k, axis=0) bboxes = _pad_axis(bboxes, 0, keep_top_k, axis=0) return [scores, bboxes] def _bboxes_nms1(scores, bboxes, nms_threshold = 0.5, keep_top_k = 200, mode = 'union', scope=None): with tf.name_scope(scope, 'rpn_bboxes_nms', [scores, bboxes]): num_bboxes = tf.shape(scores)[0] #keep_top_k=tf.minimum(num_bboxes, rpn_post_nms_top_n) def nms_proc(scores, bboxes): # sort all the bboxes #scores, idxes = tf.nn.top_k(scores, k = num_bboxes, sorted = True) #bboxes = tf.gather(bboxes, idxes) ymin = bboxes[:, 0] xmin = bboxes[:, 1] ymax = bboxes[:, 2] xmax = bboxes[:, 3] vol_anchors = (xmax - xmin) * (ymax - ymin) nms_mask = tf.cast(tf.ones_like(scores, dtype=tf.int8), tf.bool) keep_mask = tf.cast(tf.zeros_like(scores, dtype=tf.int8), tf.bool) def safe_divide(numerator, denominator): return tf.where(tf.greater(denominator, 0), tf.divide(numerator, denominator), tf.zeros_like(denominator)) def get_scores(bbox, nms_mask): # the inner square inner_ymin = tf.maximum(ymin, bbox[0]) inner_xmin = tf.maximum(xmin, bbox[1]) inner_ymax = tf.minimum(ymax, bbox[2]) inner_xmax = tf.minimum(xmax, bbox[3]) h = tf.maximum(inner_ymax - inner_ymin, 0.) w = tf.maximum(inner_xmax - inner_xmin, 0.) inner_vol = h * w this_vol = (bbox[2] - bbox[0]) * (bbox[3] - bbox[1]) if mode == 'union': union_vol = vol_anchors - inner_vol + this_vol elif mode == 'min': union_vol = tf.minimum(vol_anchors, this_vol) else: raise ValueError('unknown mode to use for nms.') return safe_divide(inner_vol, union_vol) * tf.cast(nms_mask, tf.float32) def condition(index, nms_mask, keep_mask): return tf.logical_and(tf.reduce_sum(tf.cast(nms_mask, tf.int32)) > 0, tf.less(index, keep_top_k)) def body(index, nms_mask, keep_mask): # at least one True in nms_mask indices = tf.where(nms_mask)[0][0] bbox = bboxes[indices] this_mask = tf.one_hot(indices, num_bboxes, on_value=False, off_value=True, dtype=tf.bool) keep_mask = tf.logical_or(keep_mask, tf.logical_not(this_mask)) nms_mask = tf.logical_and(nms_mask, this_mask) nms_scores = get_scores(bbox, nms_mask) nms_mask = tf.logical_and(nms_mask, nms_scores < nms_threshold) return [index+1, nms_mask, keep_mask] index = 0 [index, nms_mask, keep_mask] = tf.while_loop(condition, body, [index, nms_mask, keep_mask]) return [_pad_axis(tf.boolean_mask(scores, keep_mask), 0, keep_top_k), _pad_axis(tf.boolean_mask(bboxes, keep_mask), 0, keep_top_k)] #return tf.cond(tf.less(num_bboxes, 1), lambda: [_pad_axis(tf.constant([1.]), 0, keep_top_k), _pad_axis(tf.constant([[0.2, 0.2, 0.8, 0.8]]), 0, keep_top_k)], lambda: nms_proc(scores, bboxes)) return nms_proc(scores, bboxes) def _filter_and_sort_boxes(scores, bboxes, min_size, keep_topk, scope=None):#, keep_top_k = 100 #scores = tf.Print(scores,[tf.shape(scores)]) # scores = tf.Print(scores,[tf.shape(scores), min_size]) # bboxes = tf.Print(bboxes,[tf.shape(bboxes), bboxes]) with tf.name_scope(scope, 'rpn_filter_sort_boxes', [scores, bboxes]): ymin = bboxes[:, 0] #ymin = tf.Print(ymin, [tf.shape(ymin)]) xmin = bboxes[:, 1] ymax = bboxes[:, 2] xmax = bboxes[:, 3] ws = xmax - xmin hs = ymax - ymin x_ctr = xmin + ws / 2. y_ctr = ymin + hs / 2. keep_mask = tf.logical_and(tf.greater(ws, min_size), tf.greater(hs, min_size)) keep_mask = tf.logical_and(keep_mask, tf.greater(x_ctr, 0.)) keep_mask = tf.logical_and(keep_mask, tf.greater(y_ctr, 0.)) keep_mask = tf.logical_and(keep_mask, tf.less(x_ctr, 1.)) keep_mask = tf.logical_and(keep_mask, tf.less(y_ctr, 1.)) scores = tf.boolean_mask(scores, keep_mask) scores, idxes = tf.nn.top_k(scores, k=tf.minimum(tf.shape(scores)[0], keep_topk), sorted=True) return [_pad_axis(scores, 0, keep_topk, axis=0), _pad_axis(tf.gather(tf.boolean_mask(bboxes, keep_mask), idxes), 0, keep_topk, axis=0)] # scores = _pad_axis(tf.boolean_mask(scores, keep_mask), 0, keep_topk, axis=0) # bboxes = _pad_axis(tf.boolean_mask(bboxes, keep_mask), 0, keep_topk, axis=0) #return [_pad_axis(tf.boolean_mask(scores, keep_mask), 0, keep_topk, axis=0), _pad_axis(tf.boolean_mask(bboxes, keep_mask), 0, keep_topk, axis=0)] #return [tf.boolean_mask(scores, keep_mask), tf.boolean_mask(bboxes, keep_mask)] # def _bboxes_sort(scores, bboxes, top_k=100, scope=None): # #scores = tf.Print(scores,[tf.shape(scores)]) # with tf.name_scope(scope, 'rpn_bboxes_sort', [scores, bboxes]): # # Sort scores... # scores, idxes = tf.nn.top_k(scores, k=top_k, sorted=True) # return [scores, tf.gather(bboxes, idxes)] # #return [_pad_axis(scores, 0, top_k, axis=0), _pad_axis(tf.gather(bboxes, idxes), 0, top_k, axis=0)] def _bboxes_clip(bbox_ref, bboxes, scope=None): #bboxes = tf.Print(bboxes,[tf.shape(bboxes)]) with tf.name_scope(scope, 'rpn_bboxes_clip'): # Easier with transposed bboxes. Especially for broadcasting. bbox_ref = tf.transpose(bbox_ref) bboxes = tf.transpose(bboxes) # Intersection bboxes and reference bbox. ymin = tf.maximum(bboxes[0], bbox_ref[0]) xmin = tf.maximum(bboxes[1], bbox_ref[1]) ymax = tf.minimum(bboxes[2], bbox_ref[2]) xmax = tf.minimum(bboxes[3], bbox_ref[3]) # Double check! Empty boxes when no-intersection. # _____ # | | # |_____| # ______ # | | # |______| ymin = tf.minimum(ymin, ymax) xmin = tf.minimum(xmin, xmax) bboxes = tf.transpose(tf.stack([ymin, xmin, ymax, xmax], axis=0)) return bboxes def _upsample_rois(scores, bboxes, keep_top_k): # upsample with replacement # filter out paddings bboxes = tf.boolean_mask(bboxes, scores > 0.) scores = tf.boolean_mask(scores, scores > 0.) scores, bboxes = tf.cond(tf.less(tf.shape(scores)[0], 1), lambda: (tf.constant([1.]), tf.constant([[0.2, 0.2, 0.8, 0.8]])), lambda: (scores, bboxes)) #scores = tf.Print(scores,[scores]) def upsampel_impl(): num_bboxes = tf.shape(scores)[0] left_count = keep_top_k - num_bboxes select_indices = tf.random_shuffle(tf.range(num_bboxes))[:tf.floormod(left_count, num_bboxes)] #### zero select_indices = tf.concat([tf.tile(tf.range(num_bboxes), [tf.floor_div(left_count, num_bboxes) + 1]), select_indices], axis = 0) return [tf.gather(scores, select_indices), tf.gather(bboxes, select_indices)] return tf.cond(tf.shape(scores)[0] < keep_top_k, lambda : upsampel_impl(), lambda : [scores, bboxes]) def _point2center(proposals_bboxes): ymin, xmin, ymax, xmax = proposals_bboxes[:, :, 0], proposals_bboxes[:, :, 1], proposals_bboxes[:, :, 2], proposals_bboxes[:, :, 3] height, width = (ymax - ymin), (xmax - xmin) return tf.stack([ymin + height / 2., xmin + width / 2., height, width], axis=-1) def relu_separable_bn_block(inputs, filters, name_prefix, is_training, data_format): bn_axis = -1 if data_format == 'channels_last' else 1 inputs = tf.nn.relu(inputs, name=name_prefix + '_act') inputs = tf.layers.separable_conv2d(inputs, filters, (3, 3), strides=(1, 1), padding='same', data_format=data_format, activation=None, use_bias=False, depthwise_initializer=conv_bn_initializer_to_use(), pointwise_initializer=conv_bn_initializer_to_use(), bias_initializer=tf.zeros_initializer(), name=name_prefix, reuse=None) inputs = tf.layers.batch_normalization(inputs, momentum=BN_MOMENTUM, name=name_prefix + '_bn', axis=bn_axis, epsilon=BN_EPSILON, training=is_training, reuse=None, fused=USE_FUSED_BN) return inputs def XceptionBody(input_image, num_classes, is_training = False, data_format='channels_last'): # one question: is there problems with the unaligned 'valid-conv' when mapping ROI from input image to last feature maps # modify the input size to 481 bn_axis = -1 if data_format == 'channels_last' else 1 # (481-3+0*2)/2 + 1 = 240 inputs = tf.layers.conv2d(input_image, 32, (3, 3), use_bias=False, name='block1_conv1', strides=(2, 2), padding='valid', data_format=data_format, activation=None, kernel_initializer=conv_bn_initializer_to_use(), bias_initializer=tf.zeros_initializer()) inputs = tf.layers.batch_normalization(inputs, momentum=BN_MOMENTUM, name='block1_conv1_bn', axis=bn_axis, epsilon=BN_EPSILON, training=is_training, reuse=None, fused=USE_FUSED_BN) inputs = tf.nn.relu(inputs, name='block1_conv1_act') # (240-3+0*2)/1 + 1 = 238 inputs = tf.layers.conv2d(inputs, 64, (3, 3), use_bias=False, name='block1_conv2', strides=(1, 1), padding='valid', data_format=data_format, activation=None, kernel_initializer=conv_bn_initializer_to_use(), bias_initializer=tf.zeros_initializer()) inputs = tf.layers.batch_normalization(inputs, momentum=BN_MOMENTUM, name='block1_conv2_bn', axis=bn_axis, epsilon=BN_EPSILON, training=is_training, reuse=None, fused=USE_FUSED_BN) inputs = tf.nn.relu(inputs, name='block1_conv2_act') # (238-1+0*2)/2 + 1 = 119 residual = tf.layers.conv2d(inputs, 128, (1, 1), use_bias=False, name='conv2d_1', strides=(2, 2), padding='same', data_format=data_format, activation=None, kernel_initializer=conv_bn_initializer_to_use(), bias_initializer=tf.zeros_initializer()) residual = tf.layers.batch_normalization(residual, momentum=BN_MOMENTUM, name='batch_normalization_1', axis=bn_axis, epsilon=BN_EPSILON, training=is_training, reuse=None, fused=USE_FUSED_BN) inputs = tf.layers.separable_conv2d(inputs, 128, (3, 3), strides=(1, 1), padding='same', data_format=data_format, activation=None, use_bias=False, depthwise_initializer=conv_bn_initializer_to_use(), pointwise_initializer=conv_bn_initializer_to_use(), bias_initializer=tf.zeros_initializer(), name='block2_sepconv1', reuse=None) inputs = tf.layers.batch_normalization(inputs, momentum=BN_MOMENTUM, name='block2_sepconv1_bn', axis=bn_axis, epsilon=BN_EPSILON, training=is_training, reuse=None, fused=USE_FUSED_BN) inputs = relu_separable_bn_block(inputs, 128, 'block2_sepconv2', is_training, data_format) # (238-3+1*2)/2 + 1 = 119 inputs = tf.layers.max_pooling2d(inputs, pool_size=(3, 3), strides=(2, 2), padding='same', data_format=data_format, name='block2_pool') # 119 #inputs = inputs + residual inputs = tf.add(inputs, residual, name='residual_add_0') #inputs = tf.Print(inputs,[tf.shape(inputs), inputs,residual]) # (119-1+0*2)/2 + 1 = 60 residual = tf.layers.conv2d(inputs, 256, (1, 1), use_bias=False, name='conv2d_2', strides=(2, 2), padding='same', data_format=data_format, activation=None, kernel_initializer=conv_bn_initializer_to_use(), bias_initializer=tf.zeros_initializer()) residual = tf.layers.batch_normalization(residual, momentum=BN_MOMENTUM, name='batch_normalization_2', axis=bn_axis, epsilon=BN_EPSILON, training=is_training, reuse=None, fused=USE_FUSED_BN) inputs = relu_separable_bn_block(inputs, 256, 'block3_sepconv1', is_training, data_format) inputs = relu_separable_bn_block(inputs, 256, 'block3_sepconv2', is_training, data_format) # (119-3+1*2)/2 + 1 = 60 inputs = tf.layers.max_pooling2d(inputs, pool_size=(3, 3), strides=(2, 2), padding='same', data_format=data_format, name='block3_pool') # 60 #inputs = inputs + residual inputs = tf.add(inputs, residual, name='residual_add_1') # (119-1+0*2)/2 + 1 = 30 residual = tf.layers.conv2d(inputs, 728, (1, 1), use_bias=False, name='conv2d_3', strides=(2, 2), padding='same', data_format=data_format, activation=None, kernel_initializer=conv_bn_initializer_to_use(), bias_initializer=tf.zeros_initializer()) residual = tf.layers.batch_normalization(residual, momentum=BN_MOMENTUM, name='batch_normalization_3', axis=bn_axis, epsilon=BN_EPSILON, training=is_training, reuse=None, fused=USE_FUSED_BN) inputs = relu_separable_bn_block(inputs, 728, 'block4_sepconv1', is_training, data_format) inputs = relu_separable_bn_block(inputs, 728, 'block4_sepconv2', is_training, data_format) # (119-3+1*2)/2 + 1 = 30 inputs = tf.layers.max_pooling2d(inputs, pool_size=(3, 3), strides=(2, 2), padding='same', data_format=data_format, name='block4_pool') # 30 #inputs = inputs + residual inputs = tf.add(inputs, residual, name='residual_add_2') for index in range(8): residual = inputs prefix = 'block' + str(index + 5) inputs = relu_separable_bn_block(inputs, 728, prefix + '_sepconv1', is_training, data_format) inputs = relu_separable_bn_block(inputs, 728, prefix + '_sepconv2', is_training, data_format) inputs = relu_separable_bn_block(inputs, 728, prefix + '_sepconv3', is_training, data_format) #inputs = inputs + residual inputs = tf.add(inputs, residual, name=prefix + '_residual_add') mid_outputs = tf.nn.relu(inputs, name='before_block13_act') # remove stride 2 for the residual connection residual = tf.layers.conv2d(inputs, 1024, (1, 1), use_bias=False, name='conv2d_4', strides=(1, 1), padding='same', data_format=data_format, activation=None, kernel_initializer=conv_bn_initializer_to_use(), bias_initializer=tf.zeros_initializer()) residual = tf.layers.batch_normalization(residual, momentum=BN_MOMENTUM, name='batch_normalization_4', axis=bn_axis, epsilon=BN_EPSILON, training=is_training, reuse=None, fused=USE_FUSED_BN) inputs = relu_separable_bn_block(inputs, 728, 'block13_sepconv1', is_training, data_format) inputs = relu_separable_bn_block(inputs, 1024, 'block13_sepconv2', is_training, data_format) #inputs = inputs + residual inputs = tf.add(inputs, residual, name='residual_add_3') # use atrous algorithm at last two conv inputs = tf.layers.separable_conv2d(inputs, 1536, (3, 3), strides=(1, 1), dilation_rate=(2, 2), padding='same', data_format=data_format, activation=None, use_bias=False, depthwise_initializer=conv_bn_initializer_to_use(), pointwise_initializer=conv_bn_initializer_to_use(), bias_initializer=tf.zeros_initializer(), name='block14_sepconv1', reuse=None) inputs = tf.layers.batch_normalization(inputs, momentum=BN_MOMENTUM, name='block14_sepconv1_bn', axis=bn_axis, epsilon=BN_EPSILON, training=is_training, reuse=None, fused=USE_FUSED_BN) inputs = tf.nn.relu(inputs, name='block14_sepconv1_act') inputs = tf.layers.separable_conv2d(inputs, 2048, (3, 3), strides=(1, 1), dilation_rate=(2, 2), padding='same', data_format=data_format, activation=None, use_bias=False, depthwise_initializer=conv_bn_initializer_to_use(), pointwise_initializer=conv_bn_initializer_to_use(), bias_initializer=tf.zeros_initializer(), name='block14_sepconv2', reuse=None) inputs = tf.layers.batch_normalization(inputs, momentum=BN_MOMENTUM, name='block14_sepconv2_bn', axis=bn_axis, epsilon=BN_EPSILON, training=is_training, reuse=None, fused=USE_FUSED_BN) outputs = tf.nn.relu(inputs, name='block14_sepconv2_act') # the output size here is 30 x 30 return mid_outputs, outputs def get_rpn(net_input, num_anchors, is_training, data_format, var_scope): with tf.variable_scope(var_scope): rpn_relu = tf.layers.conv2d(inputs=net_input, filters=512, kernel_size=(3, 3), strides=1, padding='SAME', use_bias=True, activation=tf.nn.relu, kernel_initializer=initializer_to_use(), bias_initializer=tf.zeros_initializer(), data_format=data_format) rpn_cls_score = tf.layers.conv2d(inputs=rpn_relu, filters=2 * num_anchors, kernel_size=(1, 1), strides=1, padding='SAME', use_bias=True, activation=None, kernel_initializer=initializer_to_use(), bias_initializer=tf.zeros_initializer(), data_format=data_format) rpn_bbox_pred = tf.layers.conv2d(inputs=rpn_relu, filters=4 * num_anchors, kernel_size=(1, 1), strides=1, padding='SAME', use_bias=True, activation=None, kernel_initializer=initializer_to_use(), bias_initializer=tf.zeros_initializer(), data_format=data_format) #rpn_bbox_pred = tf.Print(rpn_bbox_pred,[tf.shape(rpn_bbox_pred), net_input, rpn_bbox_pred]) return rpn_cls_score, rpn_bbox_pred def get_proposals(object_score, bboxes_pred, encode_fn, rpn_pre_nms_top_n, rpn_post_nms_top_n, nms_threshold, rpn_min_size, is_training, data_format): '''About the input: object_score: N x num_bboxes bboxes_pred: N x num_bboxes x 4 decode_fn: accept location_pred and return the decoded bboxes in format 'batch_size, feature_h, feature_w, num_anchors, 4' rpn_min_size: the absolute pixels a bbox must have in both side data_format: specify the input format this function do the following process: 1. for each (H, W) location i generate A anchor boxes centered on cell i apply predicted bbox deltas at cell i to each of the A anchors (this is done before this function) 2. clip predicted boxes to image 3. remove predicted boxes with either height or width < rpn_min_size 4. sort all (proposal, score) pairs by score from highest to lowest 5. take top pre_nms_topN rois before NMS 6. apply NMS with threshold 0.7 to remaining rois 7. take after_nms_topN rois after NMS (if number of bboxes if less than after_nms_topN, the upsample them) 8. take both the top rois and all the ground truth bboxes as all_rois 9. rematch all_rois to get regress and classification target 10.sample all_rois as proposals ''' # it's better to run these task on GPU to avoid lots of Host->Device memory copy with tf.device('/cpu:0'): #bboxes_pred = decode_fn(location_pred) bboxes_pred = tf.map_fn(lambda _bboxes : _bboxes_clip([0., 0., 1., 1.], _bboxes), bboxes_pred, back_prop=False) object_score, bboxes_pred = tf.map_fn(lambda _score_bboxes : _filter_and_sort_boxes(_score_bboxes[0], _score_bboxes[1], rpn_min_size, keep_topk=rpn_pre_nms_top_n), [object_score, bboxes_pred], back_prop=False, infer_shape=True) #object_score, bboxes_pred = tf.map_fn(lambda _score_bboxes : _bboxes_sort(_score_bboxes[0], _score_bboxes[1], top_k=rpn_pre_nms_top_n), [object_score, bboxes_pred], back_prop=False) # object_score.set_shape([None, rpn_pre_nms_top_n]) # bboxes_pred.set_shape([None, rpn_pre_nms_top_n, 4]) object_score, bboxes_pred = tf.map_fn(lambda _score_bboxes : _bboxes_nms(_score_bboxes[0], _score_bboxes[1], nms_threshold = nms_threshold, keep_top_k=rpn_post_nms_top_n, mode = 'union'), [object_score, bboxes_pred], back_prop=False)#, dtype=[tf.float32, tf.float32], infer_shape=True # padding to fix the size of rois # the object_score is not in descending order when the upsample padding happened #object_score = tf.Print(object_score, [object_score[0],object_score[1],object_score[2],object_score[3]], message='object_score0:', summarize=1000) #bboxes_pred = tf.Print(bboxes_pred, [bboxes_pred[0],bboxes_pred[1],bboxes_pred[2],bboxes_pred[3]], message='bboxes_pred0:', summarize=1000) object_score, bboxes_pred = tf.map_fn(lambda _score_bboxes : _upsample_rois(_score_bboxes[0], _score_bboxes[1], keep_top_k= rpn_post_nms_top_n), [object_score, bboxes_pred], back_prop=False) # match and sample to get proposals and targets #print(encode_fn(bboxes_pred)) # object_score = tf.Print(object_score, [object_score[0],object_score[1],object_score[2],object_score[3]], message='object_score1:', summarize=1000) # bboxes_pred = tf.Print(bboxes_pred, [bboxes_pred[0],bboxes_pred[1],bboxes_pred[2],bboxes_pred[3]], message='bboxes_pred1:', summarize=1000) if not is_training: return tf.stop_gradient(bboxes_pred) proposals_bboxes, proposals_targets, proposals_labels, proposals_scores = encode_fn(bboxes_pred) return tf.stop_gradient(proposals_bboxes), tf.stop_gradient(proposals_targets), tf.stop_gradient(proposals_labels), tf.stop_gradient(proposals_scores) def large_sep_kernel(net_input, depth_mid, depth_output, is_training, data_format, var_scope): with tf.variable_scope(var_scope): with tf.variable_scope('Branch_0'): branch_0a = tf.layers.conv2d(inputs=net_input, filters=depth_mid, kernel_size=(15, 1), strides=1, padding='SAME', use_bias=True, activation=None, kernel_initializer=initializer_to_use(), bias_initializer=tf.zeros_initializer(), data_format=data_format) branch_0b = tf.layers.conv2d(inputs=branch_0a, filters=depth_output, kernel_size=(1, 15), strides=1, padding='SAME', use_bias=True, activation=None, kernel_initializer=conv_bn_initializer_to_use(), bias_initializer=tf.zeros_initializer(), data_format=data_format) with tf.variable_scope('Branch_1'): branch_1a = tf.layers.conv2d(inputs=net_input, filters=depth_mid, kernel_size=(15, 1), strides=1, padding='SAME', use_bias=True, activation=None, kernel_initializer=initializer_to_use(), bias_initializer=tf.zeros_initializer(), data_format=data_format) branch_1b = tf.layers.conv2d(inputs=branch_1a, filters=depth_output, kernel_size=(1, 15), strides=1, padding='SAME', use_bias=True, activation=None, kernel_initializer=conv_bn_initializer_to_use(), bias_initializer=tf.zeros_initializer(), data_format=data_format) return resnet_v2.batch_norm_relu(branch_0b + branch_1b, is_training, data_format) def get_head(net_input, pooling_op, grid_width, grid_height, loss_func, proposals_bboxes, num_classes, is_training, using_ohem, ohem_roi_one_image, data_format, var_scope): # proposals_bboxes = tf.Print(proposals_bboxes, [tf.shape(proposals_bboxes), proposals_bboxes]) with tf.variable_scope(var_scope): # two pooling op here in original r-fcn # rfcn_cls = tf.layers.conv2d(inputs=net_input, filters=10 * grid_width * grid_height, kernel_size=(1, 1), strides=1, # padding='SAME', use_bias=True, activation=tf.nn.relu, # kernel_initializer=initializer_to_use(), # bias_initializer=tf.zeros_initializer(), # data_format=data_format) # rfcn_bbox = tf.layers.conv2d(inputs=net_input, filters=10 * grid_width * grid_height, kernel_size=(1, 1), strides=1, # padding='SAME', use_bias=True, activation=tf.nn.relu, # kernel_initializer=initializer_to_use(), # bias_initializer=tf.zeros_initializer(), # data_format=data_format) # {num_per_batch, num_rois, grid_size, bank_size} yxhw_bboxes = _point2center(proposals_bboxes) if data_format == 'channels_last': net_input = tf.transpose(net_input, [0, 3, 1, 2]) psroipooled_rois, _ = pooling_op(net_input, yxhw_bboxes, grid_width, grid_height) psroipooled_rois = tf.map_fn(lambda pooled_feat: tf.reshape(pooled_feat, [-1, 10 * grid_width * grid_height]), psroipooled_rois) #psroipooled_rois = tf.reshape(psroipooled_rois, [-1, proposals_labels.get_shape().as_list()[-1], 10 * grid_width * grid_height]) select_indices = None if using_ohem: subnet_fc_feature = tf.layers.dense(psroipooled_rois, 2048, activation=tf.nn.relu, use_bias=True, kernel_initializer=initializer_to_use(), bias_initializer=tf.zeros_initializer(), name='subnet_fc', reuse=False) cls_score = tf.layers.dense(subnet_fc_feature, num_classes, activation=None, use_bias=True, kernel_initializer=initializer_to_use(), bias_initializer=tf.zeros_initializer(), name='fc_cls', reuse=False) bboxes_reg = tf.layers.dense(subnet_fc_feature, 4, activation=None, use_bias=True, kernel_initializer=initializer_to_use(), bias_initializer=tf.zeros_initializer(), name='fc_loc', reuse=False) # the input of loss_func is (batch, num_rois, num_classes), (batch, num_rois, 4) # the output should be (batch, num_rois) ohem_loss = loss_func(tf.stop_gradient(cls_score), tf.stop_gradient(bboxes_reg), None) ohem_select_num = tf.minimum(ohem_roi_one_image, tf.shape(ohem_loss)[1]) _, select_indices = tf.nn.top_k(ohem_loss, k=ohem_select_num) select_indices = tf.stop_gradient(select_indices) psroipooled_rois = tf.gather(psroipooled_rois, select_indices, axis=1) # proposals_bboxes = tf.gather(proposals_bboxes, select_indices, axis=1) # proposals_targets = tf.gather(proposals_targets, select_indices, axis=1) # proposals_labels = tf.gather(proposals_labels, select_indices, axis=1) # proposals_scores = tf.gather(proposals_scores, select_indices, axis=1) subnet_fc_feature = tf.layers.dense(psroipooled_rois, 2048, activation=tf.nn.relu, use_bias=True, kernel_initializer=initializer_to_use(), bias_initializer=tf.zeros_initializer(), name='subnet_fc', reuse=using_ohem) cls_score = tf.layers.dense(subnet_fc_feature, num_classes, activation=None, use_bias=True, kernel_initializer=initializer_to_use(), bias_initializer=tf.zeros_initializer(), name='fc_cls', reuse=using_ohem) bboxes_reg = tf.layers.dense(subnet_fc_feature, 4, activation=None, use_bias=True, kernel_initializer=initializer_to_use(), bias_initializer=tf.zeros_initializer(), name='fc_loc', reuse=using_ohem) return tf.reduce_mean(loss_func(cls_score, bboxes_reg, select_indices)) if is_training else (cls_score, bboxes_reg)

acb165dcd72bc31a14763c6569e915f4373b10fb

py

Python

build/ros_control/hardware_interface/catkin_generated/pkg.installspace.context.pc.py

Jam-cpu/Masters-Project---Final

0b266b1f117a579b96507249f0a128d0e3cc082a

build/ros_control/hardware_interface/catkin_generated/pkg.installspace.context.pc.py

Jam-cpu/Masters-Project---Final

0b266b1f117a579b96507249f0a128d0e3cc082a

build/ros_control/hardware_interface/catkin_generated/pkg.installspace.context.pc.py

Jam-cpu/Masters-Project---Final

0b266b1f117a579b96507249f0a128d0e3cc082a

# generated from catkin/cmake/template/pkg.context.pc.in CATKIN_PACKAGE_PREFIX = "" PROJECT_PKG_CONFIG_INCLUDE_DIRS = "${prefix}/include".split(';') if "${prefix}/include" != "" else [] PROJECT_CATKIN_DEPENDS = "roscpp".replace(';', ' ') PKG_CONFIG_LIBRARIES_WITH_PREFIX = "".split(';') if "" != "" else [] PROJECT_NAME = "hardware_interface" PROJECT_SPACE_DIR = "/workspace/install" PROJECT_VERSION = "0.19.5"

2e7c6965bed99f7cfa627e7992ca7b5f54a9c738

py

Python

aoc_cas/aoc2021/day11.py

TedCassirer/advent-of-code

fb87dfdbb48b44f864337750aa58a809dcf72392

2020-11-30T19:17:50.000Z

2020-11-30T19:17:50.000Z

aoc_cas/aoc2021/day11.py

TedCassirer/advent-of-code

fb87dfdbb48b44f864337750aa58a809dcf72392

aoc_cas/aoc2021/day11.py

TedCassirer/advent-of-code

fb87dfdbb48b44f864337750aa58a809dcf72392

def step(grid): M, N = len(grid), len(grid[0]) allFlashes = set() flashed = set() for y in range(M): for x in range(N): grid[y][x] += 1 if grid[y][x] == 10: flashed.add((y, x)) while flashed: allFlashes.update(flashed) nxt = set() for y, x in flashed: for iy in range(max(0, y - 1), min(M, y + 2)): for ix in range(max(0, x - 1), min(N, x + 2)): if iy == y and ix == x: continue grid[iy][ix] += 1 if grid[iy][ix] == 10: nxt.add((iy, ix)) flashed = nxt for y, x in allFlashes: grid[y][x] = 0 return len(allFlashes) def part1(data): grid = [[int(n) for n in row] for row in data.splitlines()] flashes = 0 for t in range(100): flashes += step(grid) return flashes def part2(data): grid = [[int(n) for n in row] for row in data.splitlines()] tentacleBoys = len(grid) * len(grid[0]) for t in range(1, 1 << 31): if step(grid) == tentacleBoys: return t if __name__ == "__main__": from aocd import get_data data = get_data(year=2021, day=11) print(part1(data)) print(part2(data))

9e3c44abdf87e00e1e8968c006431a091de697ef

py

Python

src/lexers/common_lexer/lexer.py

cezarschroeder/language-applications

b9ad61f7b472c7939997a210837586464866c698

src/lexers/common_lexer/lexer.py

cezarschroeder/language-applications

b9ad61f7b472c7939997a210837586464866c698

src/lexers/common_lexer/lexer.py

cezarschroeder/language-applications

b9ad61f7b472c7939997a210837586464866c698

from abc import ABC, abstractmethod class Lexer(ABC): EOF: str = '<EOF>' EOF_TYPE: int = 1 input_string: str = '' current_position: int = 0 current_char: str = '' def __init__(self, input_string: str): self.input_string = input_string self.current_char = input_string[self.current_position] def consume(self): self.current_position += 1 if self.current_position >= len(self.input_string): self.current_char = self.EOF else: self.current_char = self.input_string[self.current_position] def match(self, char: str): if self.current_char == char: self.consume() else: raise Exception('Error: Expecting: {}. Found: {}.'.format(char, self.current_char)) @abstractmethod def next_token(self): pass @abstractmethod def get_token_name(self, token_type: int): pass

8b5bf68362f6096d3e3be5e36c8755369879ab6d

py

Python

dmm/dmm_input.py

clinfo/DeepKF

ee4f1be28e5f3bfa46bb47dbdc4d5f678eed36c1

2019-12-19T13:33:36.000Z

2021-06-01T06:08:16.000Z

dmm/dmm_input.py

clinfo/DeepKF

ee4f1be28e5f3bfa46bb47dbdc4d5f678eed36c1

2020-03-03T19:40:55.000Z

2021-05-26T15:27:38.000Z

dmm/dmm_input.py

clinfo/DeepKF

ee4f1be28e5f3bfa46bb47dbdc4d5f678eed36c1

2019-12-19T13:35:07.000Z

2019-12-19T13:35:07.000Z

# ============================================================================== # Load data # Copyright 2017 Kyoto Univ. Okuno lab. . All Rights Reserved. # ============================================================================== from __future__ import absolute_import from __future__ import division from __future__ import print_function import os import numpy as np import tensorflow as tf class dotdict(dict): """dot.notation access to dictionary attributes""" __getattr__ = dict.get __setattr__ = dict.__setitem__ __delattr__ = dict.__delitem__ def load_data( config, with_shuffle=True, with_train_test=True, test_flag=False, output_dict_flag=True, ): time_major = config["time_major"] l = None if not test_flag: x = np.load(config["data_train_npy"]) if config["mask_train_npy"] is None: m = np.ones_like(x) else: m = np.load(config["mask_train_npy"]) if config["steps_train_npy"] is None: s = [len(x[i]) for i in range(len(x))] s = np.array(s) else: s = np.load(config["steps_train_npy"]) if config["label_train_npy"] is not None: l = np.load(config["label_train_npy"]) else: x = np.load(config["data_test_npy"]) if config["mask_test_npy"] is None: m = np.ones_like(x) else: m = np.load(config["mask_test_npy"]) if config["steps_test_npy"] is None: s = [len(x[i]) for i in range(len(x))] s = np.array(s) else: s = np.load(config["steps_test_npy"]) if config["label_test_npy"] is not None: l = np.load(config["label_test_npy"]) if not time_major: x = x.transpose((0, 2, 1)) m = m.transpose((0, 2, 1)) # train / validatation/ test data_num = x.shape[0] data_idx = list(range(data_num)) if with_shuffle: np.random.shuffle(data_idx) # split train/test sep = [0.0, 1.0] if with_train_test: sep = config["train_test_ratio"] prev_idx = 0 sum_r = 0.0 sep_idx = [] for r in sep: sum_r += r idx = int(data_num * sum_r) sep_idx.append([prev_idx, idx]) prev_idx = idx print("#training data:", sep_idx[0][1] - sep_idx[0][0]) print("#valid data:", sep_idx[1][1] - sep_idx[1][0]) tr_idx = data_idx[sep_idx[0][0] : sep_idx[0][1]] te_idx = data_idx[sep_idx[1][0] : sep_idx[1][1]] # storing data train_data = dotdict({}) valid_data = dotdict({}) tr_x = x[tr_idx] te_x = x[te_idx] train_data.x = tr_x valid_data.x = te_x tr_m = m[tr_idx] te_m = m[te_idx] train_data.m = tr_m valid_data.m = te_m tr_s = s[tr_idx] te_s = s[te_idx] train_data.s = tr_s valid_data.s = te_s if l is not None: tr_l = l[tr_idx] te_l = l[te_idx] train_data.l = tr_l valid_data.l = te_l train_data.num = tr_x.shape[0] valid_data.num = te_x.shape[0] train_data.n_steps = tr_x.shape[1] valid_data.n_steps = te_x.shape[1] train_data.dim = tr_x.shape[2] valid_data.dim = tr_x.shape[2] return train_data, valid_data

5ee21cab062fbb17ab361df8708b6a99cb4faeb3

py

Python

sources/experiments/baseline/extract_metrics3.py

JohannOberleitner/pdesolver

f01f83bde44e9f5aae424a4daa13219f986c5884

sources/experiments/baseline/extract_metrics3.py

JohannOberleitner/pdesolver

f01f83bde44e9f5aae424a4daa13219f986c5884

sources/experiments/baseline/extract_metrics3.py

JohannOberleitner/pdesolver

f01f83bde44e9f5aae424a4daa13219f986c5884

import getopt import json import sys def make_filename(baseFilename, gridSize, architectureType, count, epochs, index, charges_count, postfix): return '{0}_{1}_{2}_{3}_{4}_{5}_{6}_{7}'.format(baseFilename, gridSize, architectureType, charges_count, epochs, count, index, postfix) def parseArguments(argv): supportedOptions = "hf:s:a:N:e:p:c:" usage = 'extract_metrics3.py -f <basefileName> -s <gridSize> -a <architectureType> -c <charges_count> -N <count> -e <epochs> -p <postfix> --start <start> --end <end>' baseFileName = None label = None count = 20 persistFile = None readFile = None try: opts, args = getopt.getopt(argv, supportedOptions, ["start=", "end="]) except getopt.GetoptError: print(usage) sys.exit(2) for opt, arg in opts: if opt == '-h': print(usage) sys.exit() elif opt in ("-f"): baseFileName = arg elif opt in ("-s"): gridSize = int(arg) elif opt in ("-a"): architectureType = arg elif opt in ("-N"): count = int(arg) elif opt in ("-e"): epochs = int(arg) elif opt in ("-p"): postfix = arg elif opt in ("--start"): startIndex = int(arg) elif opt in ("--end"): endIndex = int(arg) elif opt in ("-c"): charges_count = int(arg) return baseFileName, gridSize, architectureType, count, epochs, startIndex, endIndex, charges_count, postfix if __name__ == '__main__': baseFilename, gridSize, architectureType, count, epochs, startIndex, endIndex, charges_count, postfix = parseArguments(sys.argv[1:]) s = '' for index in range(startIndex, endIndex+1): filename = make_filename(baseFilename, gridSize, architectureType, count, epochs, index, charges_count, postfix) with open(filename, "r") as read_file: data = json.load(read_file) avg_error_avg = data['avg_error_avg'] avg_error_variance = data['avg_error_variance'] learning_duration= data['learning_duration'] #s = '{}\t{}\t{}\t{}\t{}\t{}\t{}\t{}\t{}\t{}\t{}\t{}\t{}'.format(gridSize, count, architectureType, epochs, learning_duration, avg_error_avg, avg_error_variance, variances_avg, variances_variance, median_values, median_values_variance, max_values, max_values_variance) #s1 = '{}\t{}\t{}\t{}\t{}\t{}\t{}\t{}\t{}\t'.format(learning_duration, avg_error_avg, avg_error_variance, variances_avg, variances_variance, median_values, median_values_variance, max_values, max_values_variance) #print(index, s1) s += '{}\t{}\t{}\t'.format(learning_duration, avg_error_avg, avg_error_variance) print(s) # gridSize, count, architectureType, epochs, learning_duration, avg_error_avg, avg_error_variance, variances_avg, variances_variance, median_values, median_values_variance, max_values, max_values_variance) #print(data)

c6d9c40151b223d4e1eb6c76179e222f8444f3da

py

Python

pyblp/results/bootstrapped_results.py

smgim/pyblp

ade94928d840f14c44aca845db8d63b8056faaea

pyblp/results/bootstrapped_results.py

smgim/pyblp

ade94928d840f14c44aca845db8d63b8056faaea

pyblp/results/bootstrapped_results.py

smgim/pyblp

ade94928d840f14c44aca845db8d63b8056faaea

"""Economy-level structuring of bootstrapped BLP problem results.""" import itertools from pathlib import Path import pickle import time from typing import Any, Callable, Dict, Hashable, List, Mapping, Optional, Sequence, Tuple, Union import numpy as np from .problem_results import ProblemResults from .results import Results from .. import exceptions, options from ..configurations.integration import Integration from ..markets.results_market import ResultsMarket from ..primitives import Agents from ..utilities.basics import ( Array, Error, SolverStats, format_seconds, format_table, generate_items, get_indices, output, output_progress ) class BootstrappedResults(Results): r"""Bootstrapped results of a solved problem. This class has the same methods as :class:`ProblemResults` that compute post-estimation outputs in one or more markets, but not other methods like :meth:`ProblemResults.compute_optimal_instruments` that do not make sense in a bootstrapped dataset. The only other difference is that methods return arrays with an extra first dimension along which bootstrapped results are stacked (these stacked results can be used to construct, for example, confidence intervals for post-estimation outputs). Similarly, arrays of data (except for firm IDs and ownership matrices) passed as arguments to methods should have an extra first dimension of size :attr:`BootstrappedResults.draws`. Attributes ---------- problem_results : `ProblemResults` :class:`ProblemResults` that was used to compute these bootstrapped results. bootstrapped_sigma : `ndarray` Bootstrapped Cholesky decomposition of the covariance matrix for unobserved taste heterogeneity, :math:`\Sigma`. bootstrapped_pi : `ndarray` Bootstrapped parameters that measures how agent tastes vary with demographics, :math:`\Pi`. bootstrapped_rho : `ndarray` Bootstrapped parameters that measure within nesting group correlations, :math:`\rho`. bootstrapped_beta : `ndarray` Bootstrapped demand-side linear parameters, :math:`\beta`. bootstrapped_gamma : `ndarray` Bootstrapped supply-side linear parameters, :math:`\gamma`. bootstrapped_prices : `ndarray` Bootstrapped prices, :math:`p`. If a supply side was not estimated, these are unchanged prices. Otherwise, they are equilibrium prices implied by each draw. bootstrapped_shares : `ndarray` Bootstrapped market shares, :math:`s`, implied by each draw. bootstrapped_delta : `ndarray` Bootstrapped mean utility, :math:`\delta`, implied by each draw. computation_time : `float` Number of seconds it took to compute the bootstrapped results. draws : `int` Number of bootstrap draws. fp_converged : `ndarray` Flags for convergence of the iteration routine used to compute equilibrium prices in each market. Rows are in the same order as :attr:`Problem.unique_market_ids` and column indices correspond to draws. fp_iterations : `ndarray` Number of major iterations completed by the iteration routine used to compute equilibrium prices in each market for each draw. Rows are in the same order as :attr:`Problem.unique_market_ids` and column indices correspond to draws. contraction_evaluations : `ndarray` Number of times the contraction used to compute equilibrium prices was evaluated in each market for each draw. Rows are in the same order as :attr:`Problem.unique_market_ids` and column indices correspond to draws. Examples -------- - :doc:`Tutorial </tutorial>` """ problem_results: ProblemResults bootstrapped_sigma: Array bootstrapped_pi: Array bootstrapped_rho: Array bootstrapped_beta: Array bootstrapped_gamma: Array bootstrapped_prices: Array bootstrapped_shares: Array bootstrapped_delta: Array computation_time: float draws: int fp_converged: Array fp_iterations: Array contraction_evaluations: Array def __init__( self, problem_results: ProblemResults, bootstrapped_sigma: Array, bootstrapped_pi: Array, bootstrapped_rho: Array, bootstrapped_beta: Array, bootstrapped_gamma: Array, bootstrapped_prices: Array, bootstrapped_shares: Array, bootstrapped_delta: Array, start_time: float, end_time: float, draws: int, iteration_stats: Mapping[Hashable, SolverStats]) -> None: """Structure bootstrapped problem results.""" super().__init__(problem_results.problem, problem_results._parameters) self.problem_results = problem_results self.bootstrapped_sigma = bootstrapped_sigma self.bootstrapped_pi = bootstrapped_pi self.bootstrapped_rho = bootstrapped_rho self.bootstrapped_beta = bootstrapped_beta self.bootstrapped_gamma = bootstrapped_gamma self.bootstrapped_prices = bootstrapped_prices self.bootstrapped_shares = bootstrapped_shares self.bootstrapped_delta = bootstrapped_delta self.computation_time = end_time - start_time self.draws = draws unique_market_ids = problem_results.problem.unique_market_ids self.fp_converged = np.array( [[iteration_stats[(d, t)].converged for d in range(self.draws)] for t in unique_market_ids], dtype=np.bool_, ) self.fp_iterations = np.array( [[iteration_stats[(d, t)].iterations for d in range(self.draws)] for t in unique_market_ids], dtype=np.int64, ) self.contraction_evaluations = np.array( [[iteration_stats[(d, t)].evaluations for d in range(self.draws)] for t in unique_market_ids], dtype=np.int64, ) def __str__(self) -> str: """Format bootstrapped problem results as a string.""" header = [("Computation", "Time"), ("Bootstrap", "Draws")] values = [format_seconds(self.computation_time), self.draws] if self.fp_iterations.sum() > 0 or self.contraction_evaluations.sum() > 0: header.extend([("Fixed Point", "Iterations"), ("Contraction", "Evaluations")]) values.extend([self.fp_iterations.sum(), self.contraction_evaluations.sum()]) return format_table(header, values, title="Bootstrapped Results Summary") def _combine_arrays( self, compute_market_results: Callable, market_ids: Array, fixed_args: Sequence = (), market_args: Sequence = (), agent_data: Optional[Mapping] = None, integration: Optional[Integration] = None) -> Array: """Compute arrays for one or all markets and stack them into a single tensor. An array for a single market is computed by passing fixed_args (identical for all markets) and market_args (matrices with as many rows as there are products that are restricted to the market) to compute_market_results, a ResultsMarket method that returns the output for the market and any errors encountered during computation. Agent data and an integration configuration can be optionally specified to override agent data. """ errors: List[Error] = [] # keep track of how long it takes to compute the arrays start_time = time.time() # structure or construct different agent data if agent_data is None and integration is None: agents = self._economy.agents agents_market_indices = self._economy._agent_market_indices else: agents = Agents(self._economy.products, self._economy.agent_formulation, agent_data, integration) agents_market_indices = get_indices(agents.market_ids) def market_factory(pair: Tuple[int, Hashable]) -> tuple: """Build a market with bootstrapped data along with arguments used to compute arrays.""" c, s = pair data_override_c = { 'prices': self.bootstrapped_prices[c], 'shares': self.bootstrapped_shares[c] } market_cs = ResultsMarket( self._economy, s, self._parameters, self.bootstrapped_sigma[c], self.bootstrapped_pi[c], self.bootstrapped_rho[c], self.bootstrapped_beta[c], self.bootstrapped_gamma[c], self.bootstrapped_delta[c], data_override=data_override_c, agents_override=agents[agents_market_indices[s]] ) args_cs: List[Optional[Array]] = [] for market_arg in market_args: if market_arg is None: args_cs.append(market_arg) elif len(market_arg.shape) == 2: if market_ids.size == 1: args_cs.append(market_arg) else: args_cs.append(market_arg[self._economy._product_market_indices[s]]) else: assert len(market_arg.shape) == 3 if market_ids.size == 1: args_cs.append(market_arg[c]) else: args_cs.append(market_arg[c, self._economy._product_market_indices[s]]) return (market_cs, *fixed_args, *args_cs) # construct a mapping from draws and market IDs to market-specific arrays and compute the full matrix size array_mapping: Dict[Tuple[int, Hashable], Array] = {} pairs = itertools.product(range(self.draws), market_ids) generator = generate_items(pairs, market_factory, compute_market_results) if self.draws > 1 or market_ids.size > 1: generator = output_progress(generator, self.draws * market_ids.size, start_time) for (d, t), (array_dt, errors_dt) in generator: array_mapping[(d, t)] = np.c_[array_dt] errors.extend(errors_dt) # output a warning about any errors if errors: output("") output(exceptions.MultipleErrors(errors)) output("") # determine the sizes of dimensions dimension_sizes = [] for dimension in range(len(array_mapping[(0, market_ids[0])].shape)): if dimension == 0: dimension_sizes.append(sum(array_mapping[(0, t)].shape[dimension] for t in market_ids)) else: dimension_sizes.append(max(array_mapping[(0, t)].shape[dimension] for t in market_ids)) # preserve the original product order or the sorted market order when stacking the arrays combined = np.full((self.draws, *dimension_sizes), np.nan, options.dtype) for (d, t), array_dt in array_mapping.items(): slices = (slice(0, s) for s in array_dt.shape[1:]) if dimension_sizes[0] == market_ids.size: combined[(d, market_ids == t, *slices)] = array_dt elif dimension_sizes[0] == self._economy.N: combined[(d, self._economy._product_market_indices[t], *slices)] = array_dt else: assert market_ids.size == 1 combined[d] = array_dt # output how long it took to compute the arrays end_time = time.time() output(f"Finished after {format_seconds(end_time - start_time)}.") output("") return combined def _coerce_matrices(self, matrices: Any, market_ids: Array) -> Array: """Coerce array-like stacked matrix tensors into a stacked matrix tensor and validate it.""" matrices = np.atleast_3d(np.asarray(matrices, options.dtype)) rows = sum(i.size for t, i in self._economy._product_market_indices.items() if t in market_ids) columns = max(i.size for t, i in self._economy._product_market_indices.items() if t in market_ids) if matrices.shape != (self.draws, rows, columns): raise ValueError(f"matrices must be {self.draws} by {rows} by {columns}.") return matrices def _coerce_optional_delta(self, delta: Optional[Any], market_ids: Array) -> Array: """Coerce optional array-like mean utilities into a column vector tensor and validate it.""" if delta is None: return None delta = np.atleast_3d(np.asarray(delta, options.dtype)) rows = sum(i.size for t, i in self._economy._product_market_indices.items() if t in market_ids) if delta.shape != (self.draws, rows, 1): raise ValueError(f"delta must be None or {self.draws} by {rows}.") return delta def _coerce_optional_costs(self, costs: Optional[Any], market_ids: Array) -> Array: """Coerce optional array-like costs into a column vector tensor and validate it.""" if costs is None: return None costs = np.atleast_3d(np.asarray(costs, options.dtype)) rows = sum(i.size for t, i in self._economy._product_market_indices.items() if t in market_ids) if costs.shape != (self.draws, rows, 1): raise ValueError(f"costs must be None or {self.draws} by {rows}.") return costs def _coerce_optional_prices(self, prices: Optional[Any], market_ids: Array) -> Array: """Coerce optional array-like prices into a column vector tensor and validate it.""" if prices is None: return None prices = np.atleast_3d(np.asarray(prices, options.dtype)) rows = sum(i.size for t, i in self._economy._product_market_indices.items() if t in market_ids) if prices.shape != (self.draws, rows, 1): raise ValueError(f"prices must be None or {self.draws} by {rows}.") return prices def _coerce_optional_shares(self, shares: Optional[Any], market_ids: Array) -> Array: """Coerce optional array-like shares into a column vector tensor and validate it.""" if shares is None: return shares shares = np.atleast_3d(np.asarray(shares, options.dtype)) rows = sum(i.size for t, i in self._economy._product_market_indices.items() if t in market_ids) if shares.shape != (self.draws, rows, 1): raise ValueError(f"shares must be None or {self.draws} by {rows}.") return shares def to_pickle(self, path: Union[str, Path]) -> None: """Save these results as a pickle file. Parameters ---------- path: `str or Path` File path to which these results will be saved. """ with open(path, 'wb') as handle: pickle.dump(self, handle) def to_dict( self, attributes: Sequence[str] = ( 'bootstrapped_sigma', 'bootstrapped_pi', 'bootstrapped_rho', 'bootstrapped_beta', 'bootstrapped_gamma', 'bootstrapped_prices', 'bootstrapped_shares', 'bootstrapped_delta', 'computation_time', 'draws', 'fp_converged', 'fp_iterations', 'contraction_evaluations' )) -> dict: """Convert these results into a dictionary that maps attribute names to values. Parameters ---------- attributes : `sequence of str, optional` Name of attributes that will be added to the dictionary. By default, all :class:`BootstrappedResults` attributes are added except for :attr:`BootstrappedResults.problem_results`. Returns ------- `dict` Mapping from attribute names to values. """ return {k: getattr(self, k) for k in attributes}

9e533bcf077d35b39e5d1b1f565d9562861ff2ea

py

Python

ede/fixtures.py

FrancoisConstant/elm-django-example

bcee0b364467e1ad367397aa576b6000a206d738

2018-10-08T09:04:42.000Z

2020-11-21T13:17:56.000Z

ede/fixtures.py

FrancoisConstant/elm-django-example

bcee0b364467e1ad367397aa576b6000a206d738

ede/fixtures.py

FrancoisConstant/elm-django-example

bcee0b364467e1ad367397aa576b6000a206d738

2020-07-31T20:07:43.000Z

2020-07-31T20:07:43.000Z

from ede.models import TweetAuthor, Tweet def load_some_random_tweets(): jesus = TweetAuthor.objects.create( name="Jesus", username="jesus" ) for tweet in ( """I will be out of the office until Monday with no phone or email access. If you need immediate attention please contact my dad directly""", """They say abstinence is 100% effective for birth control. Tell that to my mom""", """YOLO!\n\nUnless you're me.""", """Thanks guys, but I think I'm just going to spend my birthday alone this year.""", """Don't listen to the shit my Dad says""", """Let the healing begin""" ): Tweet.objects.create(author=jesus, content=tweet) jim = TweetAuthor.objects.create( name="Jim Jefferies", username="jimjefferies" ) for tweet in ( """It feels like there is a World Cup camera man who's only job is to find hot girls in the crowd""", """If Russia wins the world cup it's fake news""", """If you are going to say the word cunt, you better say it with the right accent.""", """We would like to make it clear that Kanye West only ever worked for the Jim Jefferies Show in a freelance capacity and his views do not represent the views of us, Jim Jefferies, or Comedy Central. As of today, he is no longer an employee of this production.""", """With all this time spent protesting, when are the teachers going to learn how to shoot their guns?""" ): Tweet.objects.create(author=jim, content=tweet)

284973a49d15540d8e64e7fe575d07be290cae46

py

Python

onnxmltools/convert/sparkml/operator_converters/imputer.py

xhochy/onnxmltools

cb2782b155ff67dc1e586f36a27c5d032070c801

2018-02-16T20:43:01.000Z

2022-03-31T05:00:17.000Z

onnxmltools/convert/sparkml/operator_converters/imputer.py

xhochy/onnxmltools

cb2782b155ff67dc1e586f36a27c5d032070c801

2018-02-26T21:27:04.000Z

2022-03-31T03:16:50.000Z

onnxmltools/convert/sparkml/operator_converters/imputer.py

xhochy/onnxmltools

cb2782b155ff67dc1e586f36a27c5d032070c801

2018-02-24T01:20:22.000Z

2022-03-31T07:41:35.000Z

# SPDX-License-Identifier: Apache-2.0 import copy from ...common.data_types import Int64TensorType, FloatTensorType from ...common.utils import check_input_and_output_numbers, check_input_and_output_types from ...common._registration import register_converter, register_shape_calculator def convert_imputer(scope, operator, container): op = operator.raw_operator op_type = 'Imputer' name = scope.get_unique_operator_name(op_type) attrs = {'name': name} input_type = operator.inputs[0].type surrogates = op.surrogateDF.toPandas().values[0].tolist() value = op.getOrDefault('missingValue') if isinstance(input_type, FloatTensorType): attrs['imputed_value_floats'] = surrogates attrs['replaced_value_float'] = value elif isinstance(input_type, Int64TensorType): attrs['imputed_value_int64s'] = [int(x) for x in surrogates] attrs['replaced_value_int64'] = int(value) else: raise RuntimeError("Invalid input type: " + input_type) if len(operator.inputs) > 1: concatenated_output = scope.get_unique_variable_name('concat_tensor') container.add_node('Concat', operator.input_full_names, concatenated_output, name=scope.get_unique_operator_name('Concat'), op_version=4, axis=1) imputed_output = scope.get_unique_variable_name('imputed_tensor') container.add_node(op_type, concatenated_output, imputed_output, op_domain='ai.onnx.ml', **attrs) container.add_node('Split', imputed_output, operator.output_full_names, name=scope.get_unique_operator_name('Split'), op_version=2, axis=1, split=range(1, len(operator.output_full_names))) else: container.add_node(op_type, operator.inputs[0].full_name, operator.output_full_names[0], op_domain='ai.onnx.ml', **attrs) register_converter('pyspark.ml.feature.ImputerModel', convert_imputer) def calculate_imputer_output_shapes(operator): check_input_and_output_numbers(operator, output_count_range=[1, len(operator.outputs)]) check_input_and_output_types(operator, good_input_types=[FloatTensorType, Int64TensorType], good_output_types=[FloatTensorType, Int64TensorType]) input_type = copy.deepcopy(operator.inputs[0].type) for output in operator.outputs: output.type = input_type register_shape_calculator('pyspark.ml.feature.ImputerModel', calculate_imputer_output_shapes)

6108520198937274eb787e68d28c67c21609c223

py

Python

wikiconv/ingest_revisions/dataflow_main.py

ipavlopoulos/wikidetox

16fb2fe900964aa27d0cf10c7316c41dcb8ff9a2

wikiconv/ingest_revisions/dataflow_main.py

ipavlopoulos/wikidetox

16fb2fe900964aa27d0cf10c7316c41dcb8ff9a2

2020-11-13T18:58:29.000Z

2022-03-02T09:31:46.000Z

wikiconv/ingest_revisions/dataflow_main.py

cameronaaron/wikidetox

8dec18ba2c0e19efc3ed1dd3f40dd0b8d9f3b4fa

2020-09-25T15:46:02.000Z

2020-09-25T15:46:02.000Z

""" Copyright 2017 Google Inc. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. ------------------------------------------------------------------------------- Dataflow Main A dataflow pipeline to ingest the Wikipedia dump from 7zipped xml files to json. Run with: python dataflow_main.py --setup_file ./setup.py Args: ingestFrom: choose from the three options : {wikipedia, local, cloud}: - wikipedia: performs the downloading job from Wikipedia, run with: [python dataflow_main.py --setup_file ./setup.py\ --ingestFrom=wikipedia --download --language=YourLanguage\ --dumpdate=YourDumpdate --cloudBucket=YourCloudBucket\ --project=YourGoogleCloudProject --bucket=TemporaryFileBucket] - local: Tests the pipeline locally, run the code with [python dataflow_main.py --setup_file ./setup.py\ --ingestFrom=local --localStorage=YourLocalStorage --testmode\ --output=YourOutputStorage --project=YourGoogleCloudProject\ --bucket=TemporaryFileBucket] - cloud: Reads from downloaded bz2 files on cloud, performs the ingestion job, run the code with [python dataflow_main.py --setup_file ./setup.py\ [--ingestFrom=cloud --output=YourOutputStorage --cloudBucket=YourCloudBucket\ --project=YourGoogleCloudProject --bucket=TemporaryFileBucket] output: the data storage where you want to store the ingested results language: the language of the wikipedia data you want to extract, e.g. en, fr, zh dumpdate: the dumpdate of the wikipedia data, e.g. latest testmode: if turned on, the pipeline runs on DirectRunner. localStorage: the location of the local test file. download: if turned on, the pipeline only performs downloading job from Wikipedia. cloudBucket: the cloud bucket where the ingestion reads from or the download stores to. """ from __future__ import absolute_import import logging import subprocess from threading import Timer import json import sys import zlib import copy import bz2 from os import path from ingest_utils.wikipedia_revisions_ingester import parse_stream import math import os import time import urllib import urllib2 import subprocess import StringIO import lxml from HTMLParser import HTMLParser import re import argparse import boto import gcs_oauth2_boto_plugin # boto needs to be configured, see here: # https://cloud.google.com/storage/docs/boto-plugin#setup-python import apache_beam as beam from apache_beam.metrics.metric import Metrics from apache_beam.options.pipeline_options import PipelineOptions from apache_beam.options.pipeline_options import SetupOptions from apache_beam.io import ReadFromText from apache_beam.io import WriteToText from apache_beam.io import filesystems from datetime import datetime GOOGLE_STORAGE = 'gs' LOCAL_STORAGE = 'file' MEMORY_THERESHOLD = 1000000 def run(known_args, pipeline_args, sections): """Main entry point; defines and runs the ingestion pipeline.""" if known_args.testmode: # In testmode, disable cloud storage backup and run on directRunner pipeline_args.append('--runner=DirectRunner') else: pipeline_args.append('--runner=DataflowRunner') pipeline_args.extend([ '--project={project}'.format(project=known_args.project), '--staging_location=gs://{bucket}/staging'.format(bucket=known_args.bucket), '--temp_location=gs://{bucket}/tmp'.format(bucket=known_args.bucket), '--job_name=ingest-latest-revisions-{lan}'.format(lan=known_args.language), '--num_workers=80', ]) pipeline_options = PipelineOptions(pipeline_args) pipeline_options.view_as(SetupOptions).save_main_session = True with beam.Pipeline(options=pipeline_options) as p: pcoll = (p | "GetDataDumpList" >> beam.Create(sections)) if known_args.download: pcoll = (pcoll | "DownloadDataDumps" >> beam.ParDo(DownloadDataDumps(), known_args.cloudBucket)) else: pcoll = ( pcoll | "Ingestion" >> beam.ParDo(WriteDecompressedFile(), known_args.cloudBucket, known_args.ingestFrom) | "AddGroupByKey" >> beam.Map(lambda x: (x['year'], x)) | "ShardByYear" >>beam.GroupByKey() | "WriteToStorage" >> beam.ParDo(WriteToStorage(), known_args.output, known_args.dumpdate, known_args.language)) class DownloadDataDumps(beam.DoFn): def process(self, element, bucket): """Downloads a data dump file, store in cloud storage. Returns the cloud storage location. """ mirror, chunk_name = element logging.info('USERLOG: Download data dump %s to store in cloud storage.' % chunk_name) # Download data dump from Wikipedia and upload to cloud storage. url = mirror + "/" + chunk_name write_path = path.join('gs://', bucket, chunk_name) urllib.urlretrieve(url, chunk_name) os.system("gsutil cp %s %s" % (chunk_name, write_path)) os.system("rm %s" % chunk_name) yield chunk_name return class WriteDecompressedFile(beam.DoFn): def __init__(self): self.processed_revisions = Metrics.counter(self.__class__, 'processed_revisions') self.large_page_revision_count = Metrics.counter(self.__class__, 'large_page_revision_cnt') def process(self, element, bucket, ingestFrom): """Ingests the xml dump into json, returns the josn records """ # Decompress the data dump chunk_name = element logging.info('USERLOG: Running ingestion process on %s' % chunk_name) if ingestFrom == 'local': input_stream = chunk_name else: os.system("gsutil -m cp %s %s" % (path.join('gs://', bucket, chunk_name), chunk_name)) input_stream = chunk_name # Running ingestion on the xml file last_revision = 'None' last_completed = time.time() cur_page_id = None page_size = 0 cur_page_revision_cnt = 0 for i, content in enumerate(parse_stream(bz2.BZ2File(chunk_name))): self.processed_revisions.inc() # Add the year field for sharding dt = datetime.strptime(content['timestamp'], "%Y-%m-%dT%H:%M:%SZ") content['year'] = dt.isocalendar()[0] last_revision = content['rev_id'] yield content logging.info('CHUNK {chunk}: revision {revid} ingested, time elapsed: {time}.'.format(chunk=chunk_name, revid=last_revision, time=time.time() - last_completed)) last_completed = time.time() if content['page_id'] == cur_page_id: page_size += len(json.dumps(content)) cur_page_revision_cnt += 1 else: if page_size >= MEMORY_THERESHOLD: self.large_page_revision_count.inc(cur_page_revision_cnt) cur_page_id = content['page_id'] page_size = len(json.dumps(content)) cur_page_revision_cnt = 1 if page_size >= MEMORY_THERESHOLD: self.large_page_revision_count.inc(cur_page_revision_cnt) if ingestFrom != 'local': os.system("rm %s" % chunk_name) logging.info('USERLOG: Ingestion on file %s complete! %s lines emitted, last_revision %s' % (chunk_name, i, last_revision)) class WriteToStorage(beam.DoFn): def process(self, element, outputdir, dumpdate, language): (key, val) = element year = int(key) cnt = 0 # Creates writing path given the year pair date_path = "{outputdir}/{date}-{lan}/date-{year}/".format(outputdir=outputdir, date=dumpdate, lan=language, year=year) file_path = 'revisions-{cnt:06d}.json' write_path = path.join(date_path, file_path.format(cnt=cnt)) while filesystems.FileSystems.exists(write_path): cnt += 1 write_path = path.join(date_path, file_path.format(cnt=cnt)) # Writes to storage logging.info('USERLOG: Write to path %s.' % write_path) outputfile = filesystems.FileSystems.create(write_path) for output in val: outputfile.write(json.dumps(output) + '\n') outputfile.close() class ParseDirectory(HTMLParser): def __init__(self): self.files = [] HTMLParser.__init__(self) def handle_starttag(self, tag, attrs): self.files.extend(attr[1] for attr in attrs if attr[0] == 'href') def files(self): return self.files def directory(mirror): """Download the directory of files from the webpage. This is likely brittle based on the format of the particular mirror site. """ # Download the directory of files from the webpage for a particular language. parser = ParseDirectory() directory = urllib2.urlopen(mirror) parser.feed(directory.read().decode('utf-8')) # Extract the filenames of each XML meta history file. meta = re.compile('^[a-zA-Z-]+wiki-latest-pages-meta-history.*\.bz2$') return [(mirror, filename) for filename in parser.files if meta.match(filename)] if __name__ == '__main__': logging.getLogger().setLevel(logging.INFO) # Define parameters parser = argparse.ArgumentParser() # Options: local, cloud parser.add_argument('--project', dest='project', help='Your google cloud project.') parser.add_argument('--bucket', dest='bucket', help='Your google cloud bucket for temporary and staging files.') parser.add_argument('--ingestFrom', dest='ingestFrom', default='none') parser.add_argument('--download', dest='download', action='store_true') parser.add_argument('--output', dest='output', help='Specify the output storage in cloud.') parser.add_argument('--cloudBucket', dest='cloudBucket', help='Specify the cloud storage location to store/stores the raw downloads.') parser.add_argument('--language', dest='language', help='Specify the language of the Wiki Talk Page you want to ingest.') parser.add_argument('--dumpdate', dest='dumpdate', help='Specify the date of the Wikipedia data dump.') parser.add_argument('--localStorage', dest='localStorage', help='If ingest from local storage, please specify the location of the input file.') parser.add_argument('--testmode', dest='testmode', action='store_true') known_args, pipeline_args = parser.parse_known_args() if known_args.download: # If specified downloading from Wikipedia dumpstatus_url = 'https://dumps.wikimedia.org/{lan}wiki/{date}/dumpstatus.json'.format(lan=known_args.language, date=known_args.dumpdate) try: response = urllib2.urlopen(dumpstatus_url) dumpstatus = json.loads(response.read()) url = 'https://dumps.wikimedia.org/{lan}wiki/{date}'.format(lan=known_args.language, date=known_args.dumpdate) sections = [(url, filename) for filename in dumpstatus['jobs']['metahistorybz2dump']['files'].keys()] except: # In the case dumpdate is not specified or is invalid, download the # latest version. mirror = 'http://dumps.wikimedia.your.org/{lan}wiki/latest'.format(lan=known_args.language) sections = directory(mirror) if known_args.ingestFrom == "cloud": sections = [] uri = boto.storage_uri(known_args.cloudBucket, GOOGLE_STORAGE) prefix = known_args.cloudBucket[known_args.cloudBucket.find('/')+1:] for obj in uri.list_bucket(prefix=prefix): sections.append(obj.name[obj.name.rfind('/') + 1:]) if known_args.ingestFrom == 'local': sections = [known_args.localStorage] run(known_args, pipeline_args, sections)

08adfe91f6a227885367bf7dbfb2c5eab63c1380

py

Python

zcrmsdk/src/com/zoho/crm/api/org/api_exception.py

zoho/zohocrm-python-sdk-2.0

3a93eb3b57fed4e08f26bd5b311e101cb2995411

zcrmsdk/src/com/zoho/crm/api/org/api_exception.py

zoho/zohocrm-python-sdk-2.0

3a93eb3b57fed4e08f26bd5b311e101cb2995411

zcrmsdk/src/com/zoho/crm/api/org/api_exception.py

zoho/zohocrm-python-sdk-2.0

3a93eb3b57fed4e08f26bd5b311e101cb2995411

try: from zcrmsdk.src.com.zoho.crm.api.exception import SDKException from zcrmsdk.src.com.zoho.crm.api.util import Choice, Constants from zcrmsdk.src.com.zoho.crm.api.org.action_response import ActionResponse from zcrmsdk.src.com.zoho.crm.api.org.response_handler import ResponseHandler except Exception: from ..exception import SDKException from ..util import Choice, Constants from .action_response import ActionResponse from .response_handler import ResponseHandler class APIException(ResponseHandler, ActionResponse): def __init__(self): """Creates an instance of APIException""" super().__init__() self.__status = None self.__code = None self.__message = None self.__details = None self.__key_modified = dict() def get_status(self): """ The method to get the status Returns: Choice: An instance of Choice """ return self.__status def set_status(self, status): """ The method to set the value to status Parameters: status (Choice) : An instance of Choice """ if status is not None and not isinstance(status, Choice): raise SDKException(Constants.DATA_TYPE_ERROR, 'KEY: status EXPECTED TYPE: Choice', None, None) self.__status = status self.__key_modified['status'] = 1 def get_code(self): """ The method to get the code Returns: Choice: An instance of Choice """ return self.__code def set_code(self, code): """ The method to set the value to code Parameters: code (Choice) : An instance of Choice """ if code is not None and not isinstance(code, Choice): raise SDKException(Constants.DATA_TYPE_ERROR, 'KEY: code EXPECTED TYPE: Choice', None, None) self.__code = code self.__key_modified['code'] = 1 def get_message(self): """ The method to get the message Returns: Choice: An instance of Choice """ return self.__message def set_message(self, message): """ The method to set the value to message Parameters: message (Choice) : An instance of Choice """ if message is not None and not isinstance(message, Choice): raise SDKException(Constants.DATA_TYPE_ERROR, 'KEY: message EXPECTED TYPE: Choice', None, None) self.__message = message self.__key_modified['message'] = 1 def get_details(self): """ The method to get the details Returns: dict: An instance of dict """ return self.__details def set_details(self, details): """ The method to set the value to details Parameters: details (dict) : An instance of dict """ if details is not None and not isinstance(details, dict): raise SDKException(Constants.DATA_TYPE_ERROR, 'KEY: details EXPECTED TYPE: dict', None, None) self.__details = details self.__key_modified['details'] = 1 def is_key_modified(self, key): """ The method to check if the user has modified the given key Parameters: key (string) : A string representing the key Returns: int: An int representing the modification """ if key is not None and not isinstance(key, str): raise SDKException(Constants.DATA_TYPE_ERROR, 'KEY: key EXPECTED TYPE: str', None, None) if key in self.__key_modified: return self.__key_modified.get(key) return None def set_key_modified(self, key, modification): """ The method to mark the given key as modified Parameters: key (string) : A string representing the key modification (int) : An int representing the modification """ if key is not None and not isinstance(key, str): raise SDKException(Constants.DATA_TYPE_ERROR, 'KEY: key EXPECTED TYPE: str', None, None) if modification is not None and not isinstance(modification, int): raise SDKException(Constants.DATA_TYPE_ERROR, 'KEY: modification EXPECTED TYPE: int', None, None) self.__key_modified[key] = modification

9cef3a306d331d5b0f37fc9fa5a1bcb2a32029bd

py

Python

scratch/sonar.py

wbkang/rpi-repo

fc2b770f99cc2405fbf6855f9f961c4f6aed99cb

scratch/sonar.py

wbkang/rpi-repo

fc2b770f99cc2405fbf6855f9f961c4f6aed99cb

scratch/sonar.py

wbkang/rpi-repo

fc2b770f99cc2405fbf6855f9f961c4f6aed99cb

#!/usr/bin/env python import RPi.GPIO as GPIO import time GPIO.setmode(GPIO.BCM) trigger = 25 echo = 12 GPIO.setup(trigger, GPIO.OUT) GPIO.setup(echo, GPIO.IN) while True: GPIO.output(trigger, False) print("Waiting for trigger to settle") time.sleep(1) GPIO.output(trigger, True) time.sleep(0.00001) GPIO.output(trigger, False) pulse_start = -1 ch = GPIO.wait_for_edge(echo, GPIO.RISING, timeout=1000) if not ch: print("time out for up") continue pulse_start = time.time() ch = GPIO.wait_for_edge(echo, GPIO.FALLING, timeout=1000) if not ch: print("time out for down") continue pulse_end = time.time() duration = pulse_end - pulse_start print("duration:%s" % duration) distance = duration * 1000000 / 58 print("distance is %dcm" % distance) GPIO.cleanup()

1af8d8122ed656e879deda0e0916ecb5e9dcd587

py

Python

test/integration/component/test_vpc.py

ksowmya/cloudstack-1

f8f779158da056be7da669884ae4ddd109cec044

2020-03-27T22:21:20.000Z

2020-03-27T22:21:20.000Z

test/integration/component/test_vpc.py

ksowmya/cloudstack-1

f8f779158da056be7da669884ae4ddd109cec044

2020-11-16T20:46:14.000Z

2022-02-01T01:06:16.000Z

test/integration/component/test_vpc.py

pkoistin/cloudstack

fd43cf151663c48fe29f97323490d53a7c0f9d5b

2019-12-26T07:16:06.000Z

2019-12-26T07:16:06.000Z

# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. """ Component tests for VPC functionality """ #Import Local Modules from nose.plugins.attrib import attr from marvin.cloudstackTestCase import * from marvin.cloudstackException import cloudstackAPIException from marvin.cloudstackAPI import * from marvin.integration.lib.utils import * from marvin.integration.lib.base import * from marvin.integration.lib.common import * class Services: """Test VPC services """ def __init__(self): self.services = { "account": { "email": "[email protected]", "firstname": "Test", "lastname": "User", "username": "test", # Random characters are appended for unique # username "password": "password", }, "domain_admin": { "email": "[email protected]", "firstname": "Domain", "lastname": "Admin", "username": "DoA", # Random characters are appended for unique # username "password": "password", }, "service_offering": { "name": "Tiny Instance", "displaytext": "Tiny Instance", "cpunumber": 1, "cpuspeed": 100, "memory": 128, }, "network_offering": { "name": 'VPC Network offering', "displaytext": 'VPC Network off', "guestiptype": 'Isolated', "supportedservices": 'Vpn,Dhcp,Dns,SourceNat,PortForwarding,Lb,UserData,StaticNat,NetworkACL', "traffictype": 'GUEST', "availability": 'Optional', "useVpc": 'on', "serviceProviderList": { "Vpn": 'VpcVirtualRouter', "Dhcp": 'VpcVirtualRouter', "Dns": 'VpcVirtualRouter', "SourceNat": 'VpcVirtualRouter', "PortForwarding": 'VpcVirtualRouter', "Lb": 'VpcVirtualRouter', "UserData": 'VpcVirtualRouter', "StaticNat": 'VpcVirtualRouter', "NetworkACL": 'VpcVirtualRouter' }, }, "network_offering_no_lb": { "name": 'VPC Network offering', "displaytext": 'VPC Network off', "guestiptype": 'Isolated', "supportedservices": 'Vpn,Dhcp,Dns,SourceNat,PortForwarding,UserData,StaticNat,NetworkACL', "traffictype": 'GUEST', "availability": 'Optional', "useVpc": 'on', "serviceProviderList": { "Vpn": 'VpcVirtualRouter', "Dhcp": 'VpcVirtualRouter', "Dns": 'VpcVirtualRouter', "SourceNat": 'VpcVirtualRouter', "PortForwarding": 'VpcVirtualRouter', "UserData": 'VpcVirtualRouter', "StaticNat": 'VpcVirtualRouter', "NetworkACL": 'VpcVirtualRouter' }, }, "vpc_offering": { "name": 'VPC off', "displaytext": 'VPC off', "supportedservices": 'Dhcp,Dns,SourceNat,PortForwarding,Vpn,Lb,UserData,StaticNat,NetworkACL', }, "vpc": { "name": "TestVPC", "displaytext": "TestVPC", "cidr": '10.0.0.1/24' }, "vpc_no_name": { "displaytext": "TestVPC", "cidr": '10.0.0.1/24' }, "network": { "name": "Test Network", "displaytext": "Test Network", "netmask": '255.255.255.0' }, "lbrule": { "name": "SSH", "alg": "leastconn", # Algorithm used for load balancing "privateport": 22, "publicport": 2222, "openfirewall": False, "startport": 22, "endport": 2222, "protocol": "TCP", "cidrlist": '0.0.0.0/0', }, "natrule": { "privateport": 22, "publicport": 22, "startport": 22, "endport": 22, "protocol": "TCP", "cidrlist": '0.0.0.0/0', }, "fw_rule": { "startport": 1, "endport": 6000, "cidr": '0.0.0.0/0', # Any network (For creating FW rule) "protocol": "TCP" }, "icmp_rule": { "icmptype": -1, "icmpcode": -1, "cidrlist": '0.0.0.0/0', "protocol": "ICMP" }, "virtual_machine": { "displayname": "Test VM", "username": "root", "password": "password", "ssh_port": 22, "hypervisor": 'XenServer', # Hypervisor type should be same as # hypervisor type of cluster "privateport": 22, "publicport": 22, "protocol": 'TCP', }, "domain": { "name": "TestDomain" }, "ostype": 'CentOS 5.3 (64-bit)', # Cent OS 5.3 (64 bit) "sleep": 60, "timeout": 10, "mode": 'advanced' } class TestVPC(cloudstackTestCase): @classmethod def setUpClass(cls): cls.api_client = super( TestVPC, cls ).getClsTestClient().getApiClient() cls.services = Services().services # Get Zone, Domain and templates cls.domain = get_domain(cls.api_client, cls.services) cls.zone = get_zone(cls.api_client, cls.services) cls.template = get_template( cls.api_client, cls.zone.id, cls.services["ostype"] ) cls.services["virtual_machine"]["zoneid"] = cls.zone.id cls.services["virtual_machine"]["template"] = cls.template.id cls.service_offering = ServiceOffering.create( cls.api_client, cls.services["service_offering"] ) cls.vpc_off = VpcOffering.create( cls.api_client, cls.services["vpc_offering"] ) cls.vpc_off.update(cls.api_client, state='Enabled') cls._cleanup = [ cls.service_offering, ] return @classmethod def tearDownClass(cls): try: #Cleanup resources used cleanup_resources(cls.api_client, cls._cleanup) except Exception as e: raise Exception("Warning: Exception during cleanup : %s" % e) return def setUp(self): self.apiclient = self.testClient.getApiClient() self.dbclient = self.testClient.getDbConnection() self.account = Account.create( self.apiclient, self.services["account"], admin=True, domainid=self.domain.id ) self.cleanup = [] self.cleanup.insert(0, self.account) return def tearDown(self): try: cleanup_resources(self.apiclient, self.cleanup) except Exception as e: self.debug("Warning: Exception during cleanup : %s" % e) #raise Exception("Warning: Exception during cleanup : %s" % e) return def validate_vpc_offering(self, vpc_offering): """Validates the VPC offering""" self.debug("Check if the VPC offering is created successfully?") vpc_offs = VpcOffering.list( self.apiclient, id=vpc_offering.id ) self.assertEqual( isinstance(vpc_offs, list), True, "List VPC offerings should return a valid list" ) self.assertEqual( vpc_offering.name, vpc_offs[0].name, "Name of the VPC offering should match with listVPCOff data" ) self.debug( "VPC offering is created successfully - %s" % vpc_offering.name) return def validate_vpc_network(self, network, state=None): """Validates the VPC network""" self.debug("Check if the VPC network is created successfully?") vpc_networks = VPC.list( self.apiclient, id=network.id ) self.assertEqual( isinstance(vpc_networks, list), True, "List VPC network should return a valid list" ) self.assertEqual( network.name, vpc_networks[0].name, "Name of the VPC network should match with listVPC data" ) if state: self.assertEqual( vpc_networks[0].state, state, "VPC state should be '%s'" % state ) self.debug("VPC network validated - %s" % network.name) return #list_vpc_apis should be the first case otherwise the vpc counts would be wrong @attr(tags=["advanced", "intervlan"]) def test_01_list_vpc_apis(self): """ Test list VPC APIs """ # Validate the following # 1. Create multiple VPCs # 2. listVPCs() by name. VPC with the provided name should be listed. # 3. listVPCs() by displayText. VPC with the provided displayText # should be listed. # 4. listVPCs() by cidr. All the VPCs with the provided cidr should # be listed. # 5. listVPCs() by vpcofferingId.All the VPCs with the vpcofferingId # should be listed. # 6. listVPCs() by supported Services(). All the VPCs that provide the # list of services should be listed. # 7. listVPCs() by restartRequired (set to true). All the VPCs that # require restart should be listed. self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % self.account.name) vpc_1 = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc_1) self.services["vpc"]["cidr"] = "10.1.46.1/16" vpc_2 = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc_2) self.debug("Check list VPC API by Name?") vpcs = VPC.list( self.apiclient, name=vpc_1.name, listall=True ) self.assertEqual( isinstance(vpcs, list), True, "List VPC shall return a valid resposne" ) vpc = vpcs[0] self.assertEqual( vpc.name, vpc_1.name, "VPC name should match with the existing one" ) self.debug("Check list VPC API by displayText?") vpcs = VPC.list( self.apiclient, displaytext=vpc_1.displaytext, listall=True ) self.assertEqual( isinstance(vpcs, list), True, "List VPC shall return a valid resposne" ) vpc = vpcs[0] self.assertEqual( vpc.displaytext, vpc_1.displaytext, "VPC displaytext should match with the existing one" ) self.debug("Check list VPC API by cidr?") vpcs = VPC.list( self.apiclient, cidr=vpc_2.cidr, listall=True ) self.assertEqual( isinstance(vpcs, list), True, "List VPC shall return a valid resposne" ) vpc = vpcs[0] self.assertEqual( vpc.cidr, vpc_2.cidr, "VPC cidr should match with the existing one" ) self.debug("Validating list VPC by Id") self.validate_vpc_network(vpc_1) self.debug("Validating list VPC by vpcofferingId") vpcs = VPC.list( self.apiclient, vpcofferingid=self.vpc_off.id, listall=True ) self.assertEqual( isinstance(vpcs, list), True, "List VPC by vpcofferingId should return a valid response" ) self.debug("Length of list VPC response: %s" % len(vpcs)) self.assertEqual( len(vpcs), 2, "List VPC should return 2 enabled VPCs" ) for vpc in vpcs: self.assertEqual( vpc.vpcofferingid, self.vpc_off.id, "VPC offering ID should match with that of resposne" ) self.debug("Validating list VPC by supportedservices") vpcs = VPC.list( self.apiclient, supportedservices='Vpn,Dhcp,Dns,SourceNat,PortForwarding,Lb,UserData,StaticNat,NetworkACL', listall=True, account=self.account.name, domainid=self.account.domainid ) self.assertEqual( isinstance(vpcs, list), True, "List VPC by vpcofferingId should return a valid response" ) for vpc in vpcs: self.assertIn( vpc.id, [vpc_1.id, vpc_2.id], "VPC offering ID should match with that of resposne" ) self.debug("Validating list VPC by restart required") vpcs = VPC.list( self.apiclient, restartrequired=True, listall=True, account=self.account.name, domainid=self.account.domainid ) if vpcs is not None: for vpc in vpcs: self.assertEqual( vpc.restartrequired, True, "RestartRequired should be set as True" ) self.debug("Validating list VPC by restart required") vpcs = VPC.list( self.apiclient, restartrequired=False, listall=True, account=self.account.name, domainid=self.account.domainid ) self.assertEqual( isinstance(vpcs, list), True, "List VPC by vpcofferingId should return a valid response" ) if vpcs is not None: for vpc in vpcs: self.assertEqual( vpc.restartrequired, False, "RestartRequired should be set as False" ) return @attr(tags=["advanced", "intervlan"]) def test_02_restart_vpc_no_networks(self): """ Test restart VPC having no networks """ # Validate the following # 1. Create a VPC with cidr - 10.1.1.1/16 # 2. Restart VPC. Restart VPC should be successful self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % self.account.name) vpc = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc) self.debug("Restarting the VPC with no network") try: vpc.restart(self.apiclient) except Exception as e: self.fail("Failed to restart VPC network - %s" % e) self.validate_vpc_network(vpc, state='Enabled') return @attr(tags=["advanced", "intervlan"]) def test_03_restart_vpc_with_networks(self): """ Test restart VPC having networks """ # Validate the following # 1. Create a VPC with cidr - 10.1.1.1/16 # 2. Add couple of networks to VPC. # 3. Restart VPC. Restart network should be successful self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % self.account.name) vpc = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc) self.network_offering = NetworkOffering.create( self.apiclient, self.services["network_offering"], conservemode=False ) # Enable Network offering self.network_offering.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering) gateway = vpc.cidr.split('/')[0] # Split the cidr to retrieve gateway # for eg. cidr = 10.0.0.1/24 # Gateway = 10.0.0.1 # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering.id) network_1 = Network.create( self.apiclient, self.services["network"], accountid=self.account.name, domainid=self.account.domainid, networkofferingid=self.network_offering.id, zoneid=self.zone.id, gateway=gateway, vpcid=vpc.id ) self.debug("Created network with ID: %s" % network_1.id) self.network_offering_no_lb = NetworkOffering.create( self.apiclient, self.services["network_offering_no_lb"], conservemode=False ) # Enable Network offering self.network_offering_no_lb.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering_no_lb) gateway = '10.1.2.1' # New network -> different gateway self.debug("Creating network with network offering: %s" % self.network_offering_no_lb.id) network_2 = Network.create( self.apiclient, self.services["network"], accountid=self.account.name, domainid=self.account.domainid, networkofferingid=self.network_offering_no_lb.id, zoneid=self.zone.id, gateway=gateway, vpcid=vpc.id ) self.debug("Created network with ID: %s" % network_2.id) self.debug("Restarting the VPC with no network") try: vpc.restart(self.apiclient) except Exception as e: self.fail("Failed to restart VPC network - %s" % e) self.validate_vpc_network(vpc, state='Enabled') return @attr(tags=["advanced", "intervlan"]) def test_04_delete_vpc_no_networks(self): """ Test delete VPC having no networks """ # Validate the following # 1. Create a VPC with cidr - 10.1.1.1/16 # 2. Delete VPC. Delete VPC should be successful self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % self.account.name) vpc = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc) self.debug("Restarting the VPC with no network") try: vpc.delete(self.apiclient) except Exception as e: self.fail("Failed to delete VPC network - %s" % e) self.debug("Check if the VPC offering is deleted successfully?") vpcs = VPC.list( self.apiclient, id=vpc.id ) self.assertEqual( vpcs, None, "List VPC offerings should not return anything" ) return @attr(tags=["advanced", "intervlan"]) def test_05_delete_vpc_with_networks(self): """ Test delete VPC having networks """ # Validate the following # 1. Create a VPC with cidr - 10.1.1.1/16 # 2. Add couple of networks to VPC. # 3. Delete VPC. Delete network should be successful # 4. Virtual Router should be deleted # 5. Source NAT should be released back to pool self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % self.account.name) vpc = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc) self.network_offering = NetworkOffering.create( self.apiclient, self.services["network_offering"], conservemode=False ) # Enable Network offering self.network_offering.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering) gateway = vpc.cidr.split('/')[0] # Split the cidr to retrieve gateway # for eg. cidr = 10.0.0.1/24 # Gateway = 10.0.0.1 # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering.id) network_1 = Network.create( self.apiclient, self.services["network"], accountid=self.account.name, domainid=self.account.domainid, networkofferingid=self.network_offering.id, zoneid=self.zone.id, gateway=gateway, vpcid=vpc.id ) self.debug("Created network with ID: %s" % network_1.id) self.network_offering_no_lb = NetworkOffering.create( self.apiclient, self.services["network_offering_no_lb"], conservemode=False ) # Enable Network offering self.network_offering_no_lb.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering_no_lb) gateway = '10.1.2.1' # New network -> different gateway self.debug("Creating network with network offering: %s" % self.network_offering_no_lb.id) network_2 = Network.create( self.apiclient, self.services["network"], accountid=self.account.name, domainid=self.account.domainid, networkofferingid=self.network_offering_no_lb.id, zoneid=self.zone.id, gateway=gateway, vpcid=vpc.id ) self.debug("Created network with ID: %s" % network_2.id) self.debug("Deleting the VPC with no network") with self.assertRaises(Exception): vpc.delete(self.apiclient) self.debug("Delete VPC failed as there are still networks in VPC") self.debug("Deleting the networks in the VPC") try: network_1.delete(self.apiclient) network_2.delete(self.apiclient) except Exception as e: self.fail("failed to delete the VPC networks: %s" % e) self.debug("Now trying to delete VPC") try: vpc.delete(self.apiclient) except Exception as e: self.fail("Delete to restart VPC network - %s" % e) self.debug("Check if the VPC offering is deleted successfully?") vpcs = VPC.list( self.apiclient, id=vpc.id ) self.assertEqual( vpcs, None, "List VPC offerings should not return anything" ) self.debug("Waiting for network.gc.interval to cleanup network resources") interval = list_configurations( self.apiclient, name='network.gc.interval' ) wait = list_configurations( self.apiclient, name='network.gc.wait' ) # Sleep to ensure that all resources are deleted time.sleep(int(interval[0].value) + int(wait[0].value)) self.debug("Check if VR is deleted or not?") routers = Router.list( self.apiclient, account=self.account.name, domainid=self.account.domainid, listall=True ) self.assertEqual( routers, None, "List Routers for the account should not return any response" ) return @attr(tags=["advanced", "intervlan"]) def test_06_list_vpc_apis_admin(self): """ Test list VPC APIs for different user roles """ # Validate the following # 1. list VPCS as admin User to view all the Vpcs owned by admin user # 2. list VPCS as regular User to view all the Vpcs owned by user # 3. list VPCS as domain admin User to view all the Vpcs owned by admin self.user = Account.create( self.apiclient, self.services["account"], ) self.cleanup.append(self.user) self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % self.account.name) vpc_1 = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc_1) self.services["vpc"]["cidr"] = "10.1.46.1/16" vpc_2 = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.user.name, domainid=self.user.domainid ) self.validate_vpc_network(vpc_2) self.debug("Validating list VPCs call by passing account and domain") vpcs = VPC.list( self.apiclient, account=self.user.name, domainid=self.user.domainid, listall=True ) self.assertEqual( isinstance(vpcs, list), True, "List VPC should return a valid response" ) vpc = vpcs[0] self.assertEqual( vpc.id, vpc_2.id, "List VPC should return VPC belonging to that account" ) return @attr(tags=["advanced", "intervlan", "multiple"]) def test_07_restart_network_vm_running(self): """ Test Restart VPC when there are multiple networks associated """ # Validate the following # 1. Create a VPC with cidr - 10.1.1.1/16 # 2. Add network1(10.1.1.1/24) and network2(10.1.2.1/24) to this VPC # 3. Deploy vm1 and vm2 in network1 and vm3 and vm4 in network2 # 4. Create a PF rule using TCP protocol on port 22 for vm1 # 5. Create a Static Nat rule for vm2 # 6. Create an LB rule for vm3 and vm4 # 7. Create ingress network ACL for allowing all the above rules from # public ip range on network1 and network2. # 8. Create egress network ACL for network1 and network2 to access # google.com # 9. Create a private gateway for this VPC and add a static route to # this gateway # 10. Create a VPN gateway for this VPC and add static route to gateway # 11. Make sure that all the PF, LB and Static NAT rules work # 12. Make sure that we are able to access google.com from all VM # 13. Make sure that the newly added private gateway's and VPN # gateway's static routes work as expected. self.debug("Creating a VPC offering..") vpc_off = VpcOffering.create( self.apiclient, self.services["vpc_offering"] ) self.cleanup.append(vpc_off) self.validate_vpc_offering(vpc_off) self.debug("Enabling the VPC offering created") vpc_off.update(self.apiclient, state='Enabled') self.debug("creating a VPC network in the account: %s" % self.account.name) self.services["vpc"]["cidr"] = '10.1.1.1/16' vpc = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc) self.network_offering = NetworkOffering.create( self.apiclient, self.services["network_offering"], conservemode=False ) # Enable Network offering self.network_offering.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering) self.network_offering_no_lb = NetworkOffering.create( self.apiclient, self.services["network_offering_no_lb"], conservemode=False ) # Enable Network offering self.network_offering_no_lb.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering_no_lb) # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering_no_lb.id) network_1 = Network.create( self.apiclient, self.services["network"], accountid=self.account.name, domainid=self.account.domainid, networkofferingid=self.network_offering_no_lb.id, zoneid=self.zone.id, gateway='10.1.1.1', vpcid=vpc.id ) self.debug("Created network with ID: %s" % network_1.id) # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering.id) network_2 = Network.create( self.apiclient, self.services["network"], accountid=self.account.name, domainid=self.account.domainid, networkofferingid=self.network_offering.id, zoneid=self.zone.id, gateway='10.1.2.1', vpcid=vpc.id ) self.debug("Created network with ID: %s" % network_2.id) self.debug("deploying VMs in network: %s" % network_1.name) # Spawn an instance in that network vm_1 = VirtualMachine.create( self.apiclient, self.services["virtual_machine"], accountid=self.account.name, domainid=self.account.domainid, serviceofferingid=self.service_offering.id, networkids=[str(network_1.id)] ) self.debug("Deployed VM in network: %s" % network_1.id) vm_2 = VirtualMachine.create( self.apiclient, self.services["virtual_machine"], accountid=self.account.name, domainid=self.account.domainid, serviceofferingid=self.service_offering.id, networkids=[str(network_1.id)] ) self.debug("Deployed VM in network: %s" % network_1.id) self.debug("deploying VMs in network: %s" % network_2.name) # Spawn an instance in that network vm_3 = VirtualMachine.create( self.apiclient, self.services["virtual_machine"], accountid=self.account.name, domainid=self.account.domainid, serviceofferingid=self.service_offering.id, networkids=[str(network_2.id)] ) self.debug("Deployed VM in network: %s" % network_2.id) vm_4 = VirtualMachine.create( self.apiclient, self.services["virtual_machine"], accountid=self.account.name, domainid=self.account.domainid, serviceofferingid=self.service_offering.id, networkids=[str(network_2.id)] ) self.debug("Deployed VM in network: %s" % network_2.id) self.debug("Associating public IP for network: %s" % network_1.name) public_ip_1 = PublicIPAddress.create( self.apiclient, accountid=self.account.name, zoneid=self.zone.id, domainid=self.account.domainid, networkid=network_1.id, vpcid=vpc.id ) self.debug("Associated %s with network %s" % ( public_ip_1.ipaddress.ipaddress, network_1.id )) nat_rule = NATRule.create( self.apiclient, vm_1, self.services["natrule"], ipaddressid=public_ip_1.ipaddress.id, openfirewall=False, networkid=network_1.id, vpcid=vpc.id ) self.debug("Adding NetwrokACl rules to make NAT rule accessible") nwacl_nat = NetworkACL.create( self.apiclient, networkid=network_1.id, services=self.services["natrule"], traffictype='Ingress' ) self.debug("Associating public IP for network: %s" % network_1.name) public_ip_2 = PublicIPAddress.create( self.apiclient, accountid=self.account.name, zoneid=self.zone.id, domainid=self.account.domainid, networkid=network_1.id, vpcid=vpc.id ) self.debug("Associated %s with network %s" % ( public_ip_2.ipaddress.ipaddress, network_1.id )) self.debug("Enabling static NAT for IP: %s" % public_ip_2.ipaddress.ipaddress) try: StaticNATRule.enable( self.apiclient, ipaddressid=public_ip_2.ipaddress.id, virtualmachineid=vm_2.id, networkid=network_1.id ) self.debug("Static NAT enabled for IP: %s" % public_ip_2.ipaddress.ipaddress) except Exception as e: self.fail("Failed to enable static NAT on IP: %s - %s" % ( public_ip_2.ipaddress.ipaddress, e)) public_ips = PublicIPAddress.list( self.apiclient, networkid=network_1.id, listall=True, isstaticnat=True, account=self.account.name, domainid=self.account.domainid ) self.assertEqual( isinstance(public_ips, list), True, "List public Ip for network should list the Ip addr" ) self.assertEqual( public_ips[0].ipaddress, public_ip_2.ipaddress.ipaddress, "List public Ip for network should list the Ip addr" ) self.debug("Associating public IP for network: %s" % vpc.name) public_ip_3 = PublicIPAddress.create( self.apiclient, accountid=self.account.name, zoneid=self.zone.id, domainid=self.account.domainid, networkid=network_2.id, vpcid=vpc.id ) self.debug("Associated %s with network %s" % ( public_ip_3.ipaddress.ipaddress, network_2.id )) self.debug("Creating LB rule for IP address: %s" % public_ip_3.ipaddress.ipaddress) lb_rule = LoadBalancerRule.create( self.apiclient, self.services["lbrule"], ipaddressid=public_ip_3.ipaddress.id, accountid=self.account.name, networkid=network_2.id, vpcid=vpc.id, domainid=self.account.domainid ) self.debug("Adding virtual machines %s and %s to LB rule" % ( vm_3.name, vm_4.name)) lb_rule.assign(self.apiclient, [vm_3, vm_4]) self.debug("Adding NetwrokACl rules to make PF and LB accessible") nwacl_lb = NetworkACL.create( self.apiclient, networkid=network_2.id, services=self.services["lbrule"], traffictype='Ingress' ) self.debug("Adding Egress rules to network %s and %s to allow access to internet") nwacl_internet_1 = NetworkACL.create( self.apiclient, networkid=network_1.id, services=self.services["icmp_rule"], traffictype='Egress' ) nwacl_internet_2 = NetworkACL.create( self.apiclient, networkid=network_2.id, services=self.services["icmp_rule"], traffictype='Egress' ) self.debug("Checking if we can SSH into VM_1?") try: ssh_1 = vm_1.get_ssh_client( ipaddress=public_ip_1.ipaddress.ipaddress, reconnect=True, port=self.services["natrule"]["publicport"] ) self.debug("SSH into VM is successfully") self.debug("Verifying if we can ping to outside world from VM?") # Ping to outsite world res = ssh_1.execute("ping -c 1 www.google.com") # res = 64 bytes from maa03s17-in-f20.1e100.net (74.125.236.212): # icmp_req=1 ttl=57 time=25.9 ms # --- www.l.google.com ping statistics --- # 1 packets transmitted, 1 received, 0% packet loss, time 0ms # rtt min/avg/max/mdev = 25.970/25.970/25.970/0.000 ms except Exception as e: self.fail("Failed to SSH into VM - %s, %s" % (public_ip_1.ipaddress.ipaddress, e)) result = str(res) self.debug("Result: %s" % result) self.assertEqual( result.count("1 received"), 1, "Ping to outside world from VM should be successful" ) self.debug("Checking if we can SSH into VM_2?") try: ssh_2 = vm_2.get_ssh_client( ipaddress=public_ip_2.ipaddress.ipaddress, reconnect=True, port=self.services["natrule"]["publicport"] ) self.debug("SSH into VM is successfully") self.debug("Verifying if we can ping to outside world from VM?") res = ssh_2.execute("ping -c 1 www.google.com") except Exception as e: self.fail("Failed to SSH into VM - %s, %s" % (public_ip_2.ipaddress.ipaddress, e)) result = str(res) self.debug("Result: %s" % result) self.assertEqual( result.count("1 received"), 1, "Ping to outside world from VM should be successful" ) self.debug("Checking if we can SSH into VM using LB rule?") try: ssh_3 = vm_3.get_ssh_client( ipaddress=public_ip_3.ipaddress.ipaddress, reconnect=True, port=self.services["lbrule"]["publicport"] ) self.debug("SSH into VM is successfully") self.debug("Verifying if we can ping to outside world from VM?") res = ssh_3.execute("ping -c 1 www.google.com") except Exception as e: self.fail("Failed to SSH into VM - %s, %s" % (public_ip_3.ipaddress.ipaddress, e)) result = str(res) self.debug("Result: %s" % result) self.assertEqual( result.count("1 received"), 1, "Ping to outside world from VM should be successful" ) return @attr(tags=["advanced", "intervlan"]) def test_08_delete_vpc(self): """ Test vpc deletion after account deletion """ # Validate the following # 1. Create a VPC with cidr - 10.1.1.1/16 # 2. Add network1(10.1.1.1/24) and network2(10.1.2.1/24) to this VPC # 3. Deploy vm1 and vm2 in network1 and vm3 and vm4 in network2 # 4. Create a PF rule using TCP protocol on port 22 for vm1 # 5. Create a Static Nat rule for vm2 # 6. Create an LB rule for vm3 and vm4 # 7. Create ingress network ACL for allowing all the above rules from # public ip range on network1 and network2. # 8. Create egress network ACL for network1 and network2 to access # google.com # 9. Delete account self.debug("Removing account from cleanup list") self.cleanup = [] self.debug("Creating a VPC offering..") vpc_off = VpcOffering.create( self.apiclient, self.services["vpc_offering"] ) self.cleanup.append(vpc_off) self.validate_vpc_offering(vpc_off) self.debug("Enabling the VPC offering created") vpc_off.update(self.apiclient, state='Enabled') self.debug("creating a VPC network in the account: %s" % self.account.name) self.services["vpc"]["cidr"] = '10.1.1.1/16' vpc = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc) self.network_offering = NetworkOffering.create( self.apiclient, self.services["network_offering"], conservemode=False ) # Enable Network offering self.network_offering.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering) self.network_offering_no_lb = NetworkOffering.create( self.apiclient, self.services["network_offering_no_lb"], conservemode=False ) # Enable Network offering self.network_offering_no_lb.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering_no_lb) # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering.id) network_1 = Network.create( self.apiclient, self.services["network"], accountid=self.account.name, domainid=self.account.domainid, networkofferingid=self.network_offering_no_lb.id, zoneid=self.zone.id, gateway='10.1.1.1', vpcid=vpc.id ) self.debug("Created network with ID: %s" % network_1.id) # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering_no_lb.id) network_2 = Network.create( self.apiclient, self.services["network"], accountid=self.account.name, domainid=self.account.domainid, networkofferingid=self.network_offering.id, zoneid=self.zone.id, gateway='10.1.2.1', vpcid=vpc.id ) self.debug("Created network with ID: %s" % network_2.id) self.debug("deploying VMs in network: %s" % network_1.name) # Spawn an instance in that network vm_1 = VirtualMachine.create( self.apiclient, self.services["virtual_machine"], accountid=self.account.name, domainid=self.account.domainid, serviceofferingid=self.service_offering.id, networkids=[str(network_1.id)] ) self.debug("Deployed VM in network: %s" % network_1.id) vm_2 = VirtualMachine.create( self.apiclient, self.services["virtual_machine"], accountid=self.account.name, domainid=self.account.domainid, serviceofferingid=self.service_offering.id, networkids=[str(network_1.id)] ) self.debug("Deployed VM in network: %s" % network_1.id) self.debug("deploying VMs in network: %s" % network_2.name) # Spawn an instance in that network vm_3 = VirtualMachine.create( self.apiclient, self.services["virtual_machine"], accountid=self.account.name, domainid=self.account.domainid, serviceofferingid=self.service_offering.id, networkids=[str(network_2.id)] ) self.debug("Deployed VM in network: %s" % network_2.id) vm_4 = VirtualMachine.create( self.apiclient, self.services["virtual_machine"], accountid=self.account.name, domainid=self.account.domainid, serviceofferingid=self.service_offering.id, networkids=[str(network_2.id)] ) self.debug("Deployed VM in network: %s" % network_2.id) self.debug("Associating public IP for network: %s" % network_1.name) public_ip_1 = PublicIPAddress.create( self.apiclient, accountid=self.account.name, zoneid=self.zone.id, domainid=self.account.domainid, networkid=network_1.id, vpcid=vpc.id ) self.debug("Associated %s with network %s" % ( public_ip_1.ipaddress.ipaddress, network_1.id )) nat_rule = NATRule.create( self.apiclient, vm_1, self.services["natrule"], ipaddressid=public_ip_1.ipaddress.id, openfirewall=False, networkid=network_1.id, vpcid=vpc.id ) self.debug("Adding NetwrokACl rules to make NAT rule accessible") nwacl_nat = NetworkACL.create( self.apiclient, networkid=network_1.id, services=self.services["natrule"], traffictype='Ingress' ) self.debug("Associating public IP for network: %s" % network_1.name) public_ip_2 = PublicIPAddress.create( self.apiclient, accountid=self.account.name, zoneid=self.zone.id, domainid=self.account.domainid, networkid=network_1.id, vpcid=vpc.id ) self.debug("Associated %s with network %s" % ( public_ip_2.ipaddress.ipaddress, network_1.id )) self.debug("Enabling static NAT for IP: %s" % public_ip_2.ipaddress.ipaddress) try: StaticNATRule.enable( self.apiclient, ipaddressid=public_ip_2.ipaddress.id, virtualmachineid=vm_2.id, networkid=network_1.id ) self.debug("Static NAT enabled for IP: %s" % public_ip_2.ipaddress.ipaddress) except Exception as e: self.fail("Failed to enable static NAT on IP: %s - %s" % ( public_ip_2.ipaddress.ipaddress, e)) public_ips = PublicIPAddress.list( self.apiclient, networkid=network_1.id, listall=True, isstaticnat=True, account=self.account.name, domainid=self.account.domainid ) self.assertEqual( isinstance(public_ips, list), True, "List public Ip for network should list the Ip addr" ) self.assertEqual( public_ips[0].ipaddress, public_ip_2.ipaddress.ipaddress, "List public Ip for network should list the Ip addr" ) self.debug("Associating public IP for network: %s" % vpc.name) public_ip_3 = PublicIPAddress.create( self.apiclient, accountid=self.account.name, zoneid=self.zone.id, domainid=self.account.domainid, networkid=network_2.id, vpcid=vpc.id ) self.debug("Associated %s with network %s" % ( public_ip_3.ipaddress.ipaddress, network_2.id )) self.debug("Creating LB rule for IP address: %s" % public_ip_3.ipaddress.ipaddress) lb_rule = LoadBalancerRule.create( self.apiclient, self.services["lbrule"], ipaddressid=public_ip_3.ipaddress.id, accountid=self.account.name, networkid=network_2.id, vpcid=vpc.id, domainid=self.account.domainid ) self.debug("Adding virtual machines %s and %s to LB rule" % ( vm_3.name, vm_4.name)) lb_rule.assign(self.apiclient, [vm_3, vm_4]) self.debug("Adding NetwrokACl rules to make PF and LB accessible") nwacl_lb = NetworkACL.create( self.apiclient, networkid=network_2.id, services=self.services["lbrule"], traffictype='Ingress' ) self.debug("Adding Egress rules to network %s and %s to allow access to internet") nwacl_internet_1 = NetworkACL.create( self.apiclient, networkid=network_1.id, services=self.services["icmp_rule"], traffictype='Egress' ) nwacl_internet_2 = NetworkACL.create( self.apiclient, networkid=network_2.id, services=self.services["icmp_rule"], traffictype='Egress' ) self.debug("Checking if we can SSH into VM_1?") try: ssh_1 = vm_1.get_ssh_client( ipaddress=public_ip_1.ipaddress.ipaddress, reconnect=True, port=self.services["natrule"]["publicport"]) self.debug("SSH into VM is successfully") self.debug("Verifying if we can ping to outside world from VM?") # Ping to outsite world res = ssh_1.execute("ping -c 1 www.google.com") # res = 64 bytes from maa03s17-in-f20.1e100.net (74.125.236.212): # icmp_req=1 ttl=57 time=25.9 ms # --- www.l.google.com ping statistics --- # 1 packets transmitted, 1 received, 0% packet loss, time 0ms # rtt min/avg/max/mdev = 25.970/25.970/25.970/0.000 ms except Exception as e: self.fail("Failed to SSH into VM - %s, %s" % (public_ip_1.ipaddress.ipaddress, e)) result = str(res) self.debug("result: %s" % result) self.assertEqual( result.count("1 received"), 1, "Ping to outside world from VM should be successful" ) self.debug("Checking if we can SSH into VM_2?") try: ssh_2 = vm_2.get_ssh_client( ipaddress=public_ip_2.ipaddress.ipaddress, reconnect=True, port=self.services["natrule"]["publicport"]) self.debug("SSH into VM is successfully") self.debug("Verifying if we can ping to outside world from VM?") res = ssh_2.execute("ping -c 1 www.google.com") except Exception as e: self.fail("Failed to SSH into VM - %s, %s" % (public_ip_2.ipaddress.ipaddress, e)) result = str(res) self.debug("Result: %s" % result) self.assertEqual( result.count("1 received"), 1, "Ping to outside world from VM should be successful" ) self.debug("Checking if we can SSH into VM using LB rule?") try: ssh_3 = vm_3.get_ssh_client( ipaddress=public_ip_3.ipaddress.ipaddress, reconnect=True, port=self.services["lbrule"]["publicport"] ) self.debug("SSH into VM is successfully") self.debug("Verifying if we can ping to outside world from VM?") res = ssh_3.execute("ping -c 1 www.google.com") except Exception as e: self.fail("Failed to SSH into VM - %s, %s" % (public_ip_3.ipaddress.ipaddress, e)) result = str(res) self.debug("Result: %s" % result) self.assertEqual( result.count("1 received"), 1, "Ping to outside world from VM should be successful" ) self.debug("Deleting the account") self.account.delete(self.apiclient) self.debug("Waiting for account to cleanup") interval = list_configurations( self.apiclient, name='account.cleanup.interval' ) # Sleep to ensure that all resources are deleted time.sleep(int(interval[0].value)) self.debug("Checking if VPC is deleted after account deletion") vpcs = VPC.list( self.apiclient, id=vpc.id, listall=True ) self.assertEqual( vpcs, None, "List VPC should not return any response" ) return @attr(tags=["advanced", "intervlan"]) def test_09_vpc_create(self): """ Test to create vpc and verify VPC state, VR and SourceNatIP """ # Validate the following: # 1. VPC should get created with "Enabled" state. # 2. The VR should start when VPC is created. # 3. SourceNatIP address should be allocated to the VR self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % self.account.name) vpc = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc) self.debug("Verify if the VPC was created with enabled state") self.assertEqual( vpc.state, 'Enabled', "VPC after creation should be in enabled state but the " "state is %s" % vpc.state ) self.debug("Verify if the Router has started") routers = Router.list( self.apiclient, account=self.account.name, domainid=self.account.domainid, listall=True ) self.assertEqual( isinstance(routers, list), True, "List Routers should return a valid list" ) self.assertEqual(routers[0].state, 'Running', "Router should be in running state" ) src_nat_list = PublicIPAddress.list( self.apiclient, account=self.account.name, domainid=self.account.domainid, listall=True, issourcenat=True, vpcid=vpc.id ) self.assertEqual(src_nat_list[0].ipaddress, routers[0].publicip, "Source Nat IP address was not allocated to VR" ) @attr(tags=["advanced", "intervlan"]) def test_10_nonoverlaping_cidrs(self): """ Test creation of multiple VPCs with non-overlapping CIDRs """ self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("Creating a VPC network in the account: %s" % self.account.name) vpc_1 = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc_1) self.services["vpc"]["cidr"] = "10.2.1.1/16" self.debug( "Creating a non-overlapping VPC network in the account: %s" % self.account.name) vpc_2 = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc_2) self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("Creating a overlapping VPC network in the account: %s" % self.account.name) try: vpc_3 = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.debug("%s" % vpc_3) except Exception as e: self.debug("%s" % e) pass else: assert("VPC created with overlapping CIDR") return @attr(tags=["advanced", "intervlan"]) def test_11_deploy_vm_wo_network_netdomain(self): """ Test deployment of vm in a VPC without network domain """ # 1. Create VPC without providing networkDomain. # 2. Add network without networkDomain to this VPC. # 3. Deploy VM in this network. if self.zone.domain == None: cmd = updateZone.updateZoneCmd() cmd.id = self.zone.id cmd.domain = "test.domain.org" self.apiclient.updateZone(cmd) self.zone = Zone.list(self.apiclient, id=self.zone.id)[0] self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % self.account.name) vpc = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc) self.network_offering = NetworkOffering.create( self.apiclient, self.services["network_offering"], conservemode=False ) # Enable Network offering self.network_offering.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering) gateway = vpc.cidr.split('/')[0] # Split the cidr to retrieve gateway # for eg. cidr = 10.0.0.1/24 # Gateway = 10.0.0.1 # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering.id) network = Network.create( self.apiclient, self.services["network"], accountid=self.account.name, domainid=self.account.domainid, networkofferingid=self.network_offering.id, zoneid=self.zone.id, gateway=gateway, vpcid=vpc.id, ) self.debug("Created network with ID: %s" % network.id) # Spawn an instance in that network virtual_machine = VirtualMachine.create( self.apiclient, self.services["virtual_machine"], accountid=self.account.name, domainid=self.account.domainid, serviceofferingid=self.service_offering.id, networkids=[str(network.id)] ) self.debug("Deployed VM in network: %s" % network.id) self.validate_vm_netdomain(virtual_machine, vpc, network, self.zone.domain) def validate_vm_netdomain(self, vm, vpc, network, expected_netdomain): self.debug("Associating public IP for network: %s" % network.name) src_nat_ip_addr = PublicIPAddress.create( self.apiclient, zoneid=self.zone.id, accountid=self.account.name, domainid=self.account.domainid, networkid=network.id, vpcid=vpc.id ) self.debug("Associated %s with network %s" % ( src_nat_ip_addr.ipaddress.ipaddress, network.id )) self.debug("Public IP %s" % src_nat_ip_addr.__dict__) # Create NAT rule nat_rule = NATRule.create( self.apiclient, vm, self.services["natrule"], src_nat_ip_addr.ipaddress.id, openfirewall=False, networkid=network.id, vpcid=vpc.id ) list_nat_rule_response = NATRule.list( self.apiclient, id=nat_rule.id ) self.assertEqual( isinstance(list_nat_rule_response, list), True, "Check list response returns a valid list" ) self.assertNotEqual( len(list_nat_rule_response), 0, "Check Port Forwarding Rule is created" ) self.assertEqual( list_nat_rule_response[0].id, nat_rule.id, "Check Correct Port forwarding Rule is returned" ) self.debug("Adding NetworkACl rules to make NAT rule accessible") nwacl_nat = NetworkACL.create( self.apiclient, networkid=network.id, services=self.services["natrule"], traffictype='Ingress' ) self.debug("SSHing into VM with IP address %s with NAT IP %s" % ( vm.ipaddress, src_nat_ip_addr.ipaddress.ipaddress)) try: ssh_1 = vm.get_ssh_client( ipaddress=src_nat_ip_addr.ipaddress.ipaddress) self.debug("SSH into VM is successfully") # Ping to outsite world res = ssh_1.execute("cat /etc/resolv.conf") except Exception as e: self.fail("Failed to SSH into VM - %s, %s" % (vm.ssh_ip, e)) vm_domain = res[1].split(" ")[1] self.assertEqual( vm_domain, expected_netdomain, "The network domain assigned to virtual machine " "is %s expected domain was %s" % (vm_domain, expected_netdomain) ) @attr(tags=["advanced", "intervlan"]) def test_12_deploy_vm_with_netdomain(self): """ Test deployment of vm in a VPC with network domain """ # 1. Create VPC without providing networkDomain. # 2. Add network with networkDomain to this VPC. # 3. It should fail. self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % self.account.name) vpc = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc) self.network_offering = NetworkOffering.create( self.apiclient, self.services["network_offering"], conservemode=False ) # Enable Network offering self.network_offering.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering) gateway = vpc.cidr.split('/')[0] # Split the cidr to retrieve gateway # for eg. cidr = 10.0.0.1/24 # Gateway = 10.0.0.1 # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering.id) # Creation of network with different network domain than the one # specified in VPC should fail. with self.assertRaises(Exception): Network.create( self.apiclient, self.services["network"], accountid=self.account.name, domainid=self.account.domainid, networkofferingid=self.network_offering.id, zoneid=self.zone.id, gateway=gateway, vpcid=vpc.id, networkdomain='test.netdomain' ) @attr(tags=["advanced", "intervlan"]) def test_13_deploy_vm_with_vpc_netdomain(self): """ Test deployment of vm in a VPC with network domain """ # 1. Create VPC with providing networkDomain. # 2. Add network without networkDomain to this VPC. # 3. Deploy VM in this network, it should get VPC netdomain self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % self.account.name) netdomain = "cl2.internal" vpc = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid, networkDomain=netdomain ) self.validate_vpc_network(vpc) self.network_offering = NetworkOffering.create( self.apiclient, self.services["network_offering"], conservemode=False ) # Enable Network offering self.network_offering.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering) gateway = vpc.cidr.split('/')[0] # Split the cidr to retrieve gateway # for eg. cidr = 10.0.0.1/24 # Gateway = 10.0.0.1 # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering.id) network = Network.create( self.apiclient, self.services["network"], accountid=self.account.name, domainid=self.account.domainid, networkofferingid=self.network_offering.id, zoneid=self.zone.id, gateway=gateway, vpcid=vpc.id, ) self.debug("Created network with ID: %s" % network.id) # Spawn an instance in that network virtual_machine = VirtualMachine.create( self.apiclient, self.services["virtual_machine"], accountid=self.account.name, domainid=self.account.domainid, serviceofferingid=self.service_offering.id, networkids=[str(network.id)] ) self.debug("Deployed VM in network: %s" % network.id) self.validate_vm_netdomain(virtual_machine, vpc, network, netdomain) @attr(tags=["advanced", "intervlan"]) def test_14_deploy_vm_1(self): """ Test vm deploy in network by a user where VPC was created without account/domain ID """ # 1. Create VPC without providing account/domain ID. # 2. Add network with using user account to this VPC. # 3. Deploy VM in this network user = Account.create( self.apiclient, self.services["account"] ) self.debug("Created account: %s" % user.name) self.cleanup.append(user) self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % user.name) userapiclient = self.testClient.createUserApiClient( UserName=user.name, DomainName=user.domain, acctType=0) vpc = VPC.create( userapiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, ) self.validate_vpc_network(vpc) self.network_offering = NetworkOffering.create( self.apiclient, self.services["network_offering"], conservemode=False ) # Enable Network offering self.network_offering.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering) gateway = vpc.cidr.split('/')[0] # Split the cidr to retrieve gateway # for eg. cidr = 10.0.0.1/24 # Gateway = 10.0.0.1 # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering.id) network = Network.create( userapiclient, self.services["network"], networkofferingid=self.network_offering.id, zoneid=self.zone.id, gateway=gateway, vpcid=vpc.id ) self.debug("Created network with ID: %s" % network.id) # Spawn an instance in that network virtual_machine = VirtualMachine.create( userapiclient, self.services["virtual_machine"], serviceofferingid=self.service_offering.id, networkids=[str(network.id)] ) self.debug("Deployed VM in network: %s" % network.id) self.assertNotEqual(virtual_machine, None, "VM creation in the network failed") return @attr(tags=["advanced", "intervlan"]) def test_15_deploy_vm_2(self): """ Test deployment of vm in a network in a domain admin account where VPC is created without account/domain ID """ # 1. Create VPC without providing account/domain ID. # 2. Add network with using domain admin account to this VPC. # 3. Deploy VM in this network domain = Domain.create( self.api_client, self.services["domain"], ) user = Account.create( self.apiclient, self.services["account"] ) self.debug("Created account: %s" % user.name) self.cleanup.append(user) self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % user.name) #0 - User, 1 - Root Admin, 2 - Domain Admin userapiclient = self.testClient.getUserApiClient( account=user.name, domain=self.services["domain"]["name"], type=2) vpc = VPC.create( userapiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, ) self.validate_vpc_network(vpc) self.network_offering = NetworkOffering.create( self.apiclient, self.services["network_offering"], conservemode=False ) # Enable Network offering self.network_offering.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering) gateway = vpc.cidr.split('/')[0] # Split the cidr to retrieve gateway # for eg. cidr = 10.0.0.1/24 # Gateway = 10.0.0.1 # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering.id) network = Network.create( userapiclient, self.services["network"], networkofferingid=self.network_offering.id, zoneid=self.zone.id, gateway=gateway, vpcid=vpc.id ) self.debug("Created network with ID: %s" % network.id) # Spawn an instance in that network virtual_machine = VirtualMachine.create( userapiclient, self.services["virtual_machine"], serviceofferingid=self.service_offering.id, networkids=[str(network.id)] ) self.debug("Deployed VM in network: %s" % network.id) self.assertNotEqual(virtual_machine, None, "VM creation in the network failed") return @attr(tags=["advanced", "intervlan"]) def test_16_deploy_vm_for_user_by_admin(self): """ Test deployment of vm in a network by root admin for user. """ #1. As root admin account , # Create VPC(name,zoneId,cidr,vpcOfferingId,networkDomain by passing user Account/domain ID. #2. As the user account used in step1 , create a network as part of this VPC. #3. Deploy Vms as part of this network. user = Account.create( self.apiclient, self.services["account"] ) self.debug("Created account: %s" % user.name) self.cleanup.append(user) self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % user.name) userapiclient = self.testClient.getUserApiClient( account=user.name, domain=user.domain, type=0) vpc = VPC.create( self.apiclient, self.services["vpc"], account=user.name, domainid=user.domainid, vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, ) self.validate_vpc_network(vpc) self.network_offering = NetworkOffering.create( self.apiclient, self.services["network_offering"], conservemode=False ) # Enable Network offering self.network_offering.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering) gateway = vpc.cidr.split('/')[0] # Split the cidr to retrieve gateway # for eg. cidr = 10.0.0.1/24 # Gateway = 10.0.0.1 # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering.id) network = Network.create( userapiclient, self.services["network"], networkofferingid=self.network_offering.id, zoneid=self.zone.id, gateway=gateway, vpcid=vpc.id ) self.debug("Created network with ID: %s" % network.id) # Spawn an instance in that network virtual_machine = VirtualMachine.create( userapiclient, self.services["virtual_machine"], serviceofferingid=self.service_offering.id, networkids=[str(network.id)] ) self.debug("Deployed VM in network: %s" % network.id) self.assertNotEqual(virtual_machine, None, "VM creation in the network failed") return @attr(tags=["advanced", "intervlan"]) def test_17_deploy_vm_for_user_by_domain_admin(self): """ Test deployment of vm in a network by domain admin for user. """ #1. As domain admin account , Create # VPC(name,zoneId,cidr,vpcOfferingId,networkDomain # by passing user Account/domain ID. #2. As the user account used in step1, create network as part of this VPC #3. Deploy Vms as part of this network. domain = Domain.create( self.api_client, self.services["domain"], ) domain_admin = Account.create( self.apiclient, self.services["domain_admin"] ) self.debug("Created account: %s" % domain_admin.name) self.cleanup.append(domain_admin) da_apiclient = self.testClient.getUserApiClient( account=domain_admin.name, domain=domain_admin.domain, type=2) user = Account.create( self.apiclient, self.services["account"] ) self.debug("Created account: %s" % user.name) self.cleanup.append(user) self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % user.name) #0 - User, 1 - Root Admin, 2 - Domain Admin userapiclient = self.testClient.getUserApiClient( account=user.name, domain=user.domain, type=0) with self.assertRaises(cloudstackAPIException): vpc = VPC.create( da_apiclient, self.services["vpc"], account=user.name, domainid=user.domainid, vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, ) @attr(tags=["advanced", "intervlan"]) def test_18_create_net_for_user_diff_domain_by_doadmin(self): """ Test creation of network by domain admin for user from different domain """ #1. As domain admin account , Create VPC(name,zoneId,cidr,vpcOfferingId,networkDomain) without passing Account/domain ID. #2. As any User account that is not under this domain , create a network as part of this VPC. domain = Domain.create( self.api_client, self.services["domain"], ) domain_admin = Account.create( self.apiclient, self.services["domain_admin"] ) self.debug("Created account: %s" % domain_admin.name) self.cleanup.append(domain_admin) da_apiclient = self.testClient.getUserApiClient( account=domain_admin.name, domain=self.services["domain"]["name"], type=2) user = Account.create( self.apiclient, self.services["account"] ) self.debug("Created account: %s" % user.name) self.cleanup.append(user) self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % user.name) #0 - User, 1 - Root Admin, 2 - Domain Admin userapiclient = self.testClient.getUserApiClient( account=user.name, domain=user.domain, type=0) vpc = VPC.create( da_apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, ) self.validate_vpc_network(vpc) self.network_offering = NetworkOffering.create( self.apiclient, self.services["network_offering"], conservemode=False ) # Enable Network offering self.network_offering.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering) gateway = vpc.cidr.split('/')[0] # Split the cidr to retrieve gateway # for eg. cidr = 10.0.0.1/24 # Gateway = 10.0.0.1 # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering.id) with self.assertRaises(Exception): network = Network.create( userapiclient, self.services["network"], networkofferingid=self.network_offering.id, zoneid=self.zone.id, gateway=gateway, vpcid=vpc.id ) @attr(tags=["advanced", "intervlan"]) def test_19_create_vpc_wo_params(self): """ Test creation of VPC without mandatory parameters """ # Validate the following # 1. Create a VPC with cidr - 10.1.1.1/16 # 2. Delete VPC. Delete VPC should be successful self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % self.account.name) # Create VPC without vpcOffering param with self.assertRaises(Exception): vpc = VPC.create( self.apiclient, self.services["vpc"], zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.services["vpc_no_name"]["cidr"] = "10.1.1.1/16" # Create VPC without name param with self.assertRaises(Exception): vpc = VPC.create( self.apiclient, self.services["vpc_no_name"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) # Create VPC without zoneid param with self.assertRaises(Exception): vpc = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, account=self.account.name, domainid=self.account.domainid ) vpc_wo_cidr = {"name": "TestVPC_WO_CIDR", "displaytext": "TestVPC_WO_CIDR" } # Create VPC without CIDR with self.assertRaises(Exception): vpc = VPC.create( self.apiclient, vpc_wo_cidr, vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) @attr(tags=["advanced", "intervlan"]) def test_20_update_vpc_name_display_text(self): """ Test to verify updation of vpc name and display text """ # Validate the following: # 1. VPC should get created with "Enabled" state. # 2. The VR should start when VPC is created. # 3. SourceNatIP address should be allocated to the VR self.services["vpc"]["cidr"] = "10.1.1.1/16" self.debug("creating a VPC network in the account: %s" % self.account.name) vpc = VPC.create( self.apiclient, self.services["vpc"], vpcofferingid=self.vpc_off.id, zoneid=self.zone.id, account=self.account.name, domainid=self.account.domainid ) self.validate_vpc_network(vpc) self.network_offering = NetworkOffering.create( self.apiclient, self.services["network_offering"], conservemode=False ) # Enable Network offering self.network_offering.update(self.apiclient, state='Enabled') self.cleanup.append(self.network_offering) gateway = vpc.cidr.split('/')[0] # Split the cidr to retrieve gateway # for eg. cidr = 10.0.0.1/24 # Gateway = 10.0.0.1 # Creating network using the network offering created self.debug("Creating network with network offering: %s" % self.network_offering.id) network = Network.create( self.apiclient, self.services["network"], accountid=self.account.name, domainid=self.account.domainid, networkofferingid=self.network_offering.id, zoneid=self.zone.id, gateway=gateway, vpcid=vpc.id ) self.debug("Created network with ID: %s" % network.id) new_name = "New VPC" new_display_text = "New display text" vpc.update( self.apiclient, name=new_name, displaytext=new_display_text ) vpc_networks = VPC.list( self.apiclient, id=vpc.id ) self.assertEqual( isinstance(vpc_networks, list), True, "List VPC network should return a valid list" ) self.assertEqual(vpc_networks[0].name, new_name, "Updation of VPC name failed.") self.assertEqual(vpc_networks[0].displaytext, new_display_text, "Updation of VPC display text failed.")

a4e611d14d4270f4f75dd1d02c9d363a287c4957

py

Python

authlib/oauth2/rfc8414/__init__.py

jonathanunderwood/authlib

3834a2a80876a87cdaab4240d77185179970c3ab

2021-12-09T07:11:05.000Z

2021-12-09T07:11:05.000Z

authlib/oauth2/rfc8414/__init__.py

jonathanunderwood/authlib

3834a2a80876a87cdaab4240d77185179970c3ab

authlib/oauth2/rfc8414/__init__.py

jonathanunderwood/authlib

3834a2a80876a87cdaab4240d77185179970c3ab

2021-05-24T20:34:12.000Z

2022-03-26T07:46:17.000Z

from .models import AuthorizationServerMetadata from .well_known import get_well_known_url __all__ = ['AuthorizationServerMetadata', 'get_well_known_url']

6873c21cb8bf8647565adb655e8124bfb1ce1947

py

Python

code/Test/test_PortscanAttack.py

TomasMadeja/ID2T

77f51c074d1ff83c7d648ae62ecaed3e5cfde80c

2018-11-21T12:50:52.000Z

2022-01-12T05:38:12.000Z

code/Test/test_PortscanAttack.py

TomasMadeja/ID2T

77f51c074d1ff83c7d648ae62ecaed3e5cfde80c

2018-11-21T12:33:47.000Z

2022-02-09T15:56:59.000Z

code/Test/test_PortscanAttack.py

TomasMadeja/ID2T

77f51c074d1ff83c7d648ae62ecaed3e5cfde80c

2018-11-22T13:03:20.000Z

2022-01-12T00:19:28.000Z

import Test.ID2TAttackTest as Test class UnitTestPortscanAttack(Test.ID2TAttackTest): def test_portscan_basic(self): self.order_test([['PortscanAttack']]) def test_portscan_revers_ports(self): self.order_test([['PortscanAttack', 'port.dst.order-desc=1']]) def test_portscan_shuffle_dst_ports(self): self.order_test([['PortscanAttack', 'port.dst.shuffle=1']]) def test_portscan_shuffle_src_ports(self): self.order_test([['PortscanAttack', 'port.dst.shuffle=1']]) def test_portscan_ips_not_in_pcap(self): self.order_test([['PortscanAttack', 'ip.src=1.1.1.1', 'ip.dst=2.2.2.2']])

2df59a1151bf6c50c6aa8504fdecff8af387ed5f

py

Python

rosiepi/run_rosiepi.py

sommersoft/RosiePi

45d7de65e924ae6a9fb804e8795b169eb1085243

rosiepi/run_rosiepi.py

sommersoft/RosiePi

45d7de65e924ae6a9fb804e8795b169eb1085243

rosiepi/run_rosiepi.py

sommersoft/RosiePi

45d7de65e924ae6a9fb804e8795b169eb1085243

# The MIT License (MIT) # # Copyright (c) 2019 Michael Schroeder # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. # import pathlib ACTIVATE_THIS = f'{pathlib.Path().home()}/rosie_pi/rosie_venv/bin/activate_this.py' with open(ACTIVATE_THIS) as file_: exec(file_.read(), dict(__file__=ACTIVATE_THIS)) # pylint: disable=exec-used # pylint: disable=wrong-import-position import argparse import dataclasses import datetime import logging import json import traceback from configparser import ConfigParser from socket import gethostname import requests from .rosie import test_controller # pylint: disable=invalid-name rosiepi_logger = logging.getLogger(__name__) cli_parser = argparse.ArgumentParser(description="RosieApp") cli_parser.add_argument( "commit", help="Commit of circuitpython firmware to build" ) cli_parser.add_argument( "check_run_id", help="ID of the check run that requested the test" ) # TODO: update to adafruit github GIT_URL_COMMIT = "https://github.com/sommersoft/circuitpython/commit/" _STATIC_CONFIG_FILE = pathlib.Path("/etc/opt/physaci_sub/conf.ini") class PhysaCIConfig(): """ Container class for holding local configuration results. """ def __init__(self): self.config = ConfigParser(allow_no_value=True, default_section="local") read_config = self.config.read(_STATIC_CONFIG_FILE) if not read_config: raise RuntimeError("Failed to read physaCI subscription info.") self.config_location = self.config.get("local", "config_file", fallback=_STATIC_CONFIG_FILE) if self.config_location != _STATIC_CONFIG_FILE.resolve(): alt_conf_file = pathlib.Path(self.config_location) read_config = self.config.read([_STATIC_CONFIG_FILE, alt_conf_file]) @property def physaci_url(self): """ URL to send physaCI requests. """ return self.config.get("local", "physaci_url") @property def physaci_api_key(self): """ API key to send with physaCI requests. """ return self.config.get("physaci", "api_access_key") @property def supported_boards(self): """ The boards connected to this RosiePi node. """ boards = self.config.get("rosie_pi", "boards") board_list = [board.strip() for board in boards.split(",")] return board_list @dataclasses.dataclass class GitHubData(): """ Dataclass to contain data formatted to update the GitHub check run. """ conclusion: str = "" completed_at: str = "" output: dict = dataclasses.field(default_factory=dict) # pylint: disable=too-few-public-methods @dataclasses.dataclass class NodeTestData(): """ Dataclass to contain test data stored by physaCI. """ board_tests: list = dataclasses.field(default_factory=list) class TestResultPayload(): """ Container to hold the test result payload """ def __init__(self): self.github_data = GitHubData() self.node_test_data = NodeTestData() @property def payload_json(self): """ Format the contents into a JSON string. """ payload_dict = { "github_data": dataclasses.asdict(self.github_data), "node_test_data": dataclasses.asdict(self.node_test_data) } return json.dumps(payload_dict) def markdownify_results(results, results_url): """ Puts test results into a Markdown table for use with the GitHub Check Run API for the output text. :param: results: Iterable of dicts with info. """ mdown = [ "| Board | Result | Tests Passed | Tests Failed |", "| :---: | :---: | :---: | :---: |" ] for board in results: board_mdown = [ "", board["board_name"], board["outcome"], board["tests_passed"], board["tests_failed"], "", ] mdown.append("|".join(board_mdown)) mdown.extend([ "", f"Full test log(s) available [here]({results_url})." ]) return "\n".join(mdown) def run_rosie(commit, check_run_id, boards, payload): """ Runs rosiepi for each board. Returns results as a JSON for sending to GitHub. :param: commit: The commit of circuitpython to pass to rosiepi. :param: check_run_id: The ID of the GitHub Check Run :param: boards: The boards connected to the RosiePi node to run tests on. Supplied by the node's config file. :param: payload: The ``TestResultPayload`` container to hold incremental result data. """ app_conclusion = "" rosiepi_logger.info("Starting tests...") for board in boards: board_results = { "board_name": board, "outcome": None, "tests_passed": 0, "tests_failed": 0, "rosie_log": "", } try: rosie_test = test_controller.TestController(board, commit) # check if connection to board was successful if rosie_test.state != "error": rosie_test.start_test() else: board_results["outcome"] = "Error" #print(rosie_test.log.getvalue()) app_conclusion = "failure" except Exception: # pylint: disable=broad-except rosie_test.log.write(traceback.format_exc()) break finally: # now check the result of each board test if rosie_test.result: # everything passed! board_results["outcome"] = "Passed" if app_conclusion != "failure": app_conclusion = "success" else: if rosie_test.state != "error": board_results["outcome"] = "Failed" else: board_results["outcome"] = "Error" app_conclusion = "failure" board_results["tests_passed"] = str(rosie_test.tests_passed) board_results["tests_failed"] = str(rosie_test.tests_failed) board_results["rosie_log"] = rosie_test.log.getvalue() payload.node_test_data.board_tests.append(board_results) app_output_summary = [ f"RosiePi Node: {gethostname()}", f"Overall Outcome: {app_conclusion.title()}" ] results_url = ( f"https://www.physaci.com/job?node={gethostname()}&job-id={check_run_id}" ) payload.github_data.output.update( { "title": "RosiePi Test Results", "summary": "\n\n".join(app_output_summary), "text": markdownify_results( payload.node_test_data.board_tests, results_url ), } ) payload.github_data.conclusion = app_conclusion payload.github_data.completed_at = ( datetime.datetime.utcnow().strftime("%Y-%m-%dT%H:%M:%SZ") ) rosiepi_logger.info("Tests completed...") def send_results(check_run_id, physaci_config, results_payload): """ Send the results to physaCI. :param: check_run_id: The check run ID of the initiating check. :param: physaci_config: A ``PhysaCIConfig()`` instance :param: results_payload: A JSON string with the test results. """ rosiepi_logger.info("Sending test results to physaCI.") physaci_url = physaci_config.physaci_url + "/testresult/update" header = {"x-functions-key": physaci_config.physaci_api_key} payload = json.loads(results_payload) payload["node_name"] = gethostname() payload["check_run_id"] = check_run_id response = requests.post(physaci_url, headers=header, json=payload) if not response.ok: rosiepi_logger.warning( "Failed to send results to physaCI.\n" "Response code: %s\n" "Response: %s", response.status_code, response.text ) raise RuntimeError( f"RosiePi failed to send results. Results payload: {results_payload}" ) rosiepi_logger.info("Test results sent successfully.") def main(): """ Run RosiePi tests. """ cli_arg = cli_parser.parse_args() commit = cli_arg.commit check_run_id = cli_arg.check_run_id rosiepi_logger.info("Initiating RosiePi test(s).") rosiepi_logger.info("Testing commit: %s", commit) rosiepi_logger.info("Check run id: %s", check_run_id) config = PhysaCIConfig() payload = TestResultPayload() run_rosie(commit, check_run_id, config.supported_boards, payload) send_results(check_run_id, config, payload.payload_json)

b1208a88f57bf3e9dc48493a4ad89161dd97a2f3

py

Python

builds/min-v1.0/21Lane-min-v1.0-windows/21Lane/ftpclient.py

jarvis004/21Lane

2da4ae4825f165148fbc4762b5eeb43283a7546a

2017-04-24T21:49:45.000Z

2017-04-24T21:49:45.000Z

builds/min-v1.0/21Lane-min-v1.0-windows/21Lane/ftpclient.py

jarvis004/21Lane

2da4ae4825f165148fbc4762b5eeb43283a7546a

builds/min-v1.0/21Lane-min-v1.0-windows/21Lane/ftpclient.py

jarvis004/21Lane

2da4ae4825f165148fbc4762b5eeb43283a7546a

import sys, os import ftplib from pprint import pprint from copy import deepcopy # make sure port number is an integer configFile = 'ftp-client.conf' class FTPClient: def __init__(self, hostname='localhost', port=2121): self.hostname = hostname self.port = int(port) self.pwd = '/' self.filelist = None self.getDownloadPath() def ping(self): # return alive status ftp = ftplib.FTP() try: ftp.connect(host=self.hostname, port=self.port, timeout=2) ftp.quit() return True except Exception as e: raise e return False def ftplist(self): # remark : directory is also a file try: l = [] ftp = ftplib.FTP() ftp.connect(host=self.hostname, port=self.port) ftp.login() ftp.dir(self.pwd, l.append) ftp.quit() m = deepcopy(l) for i in range(len(l)): l[i] = l[i].split() tmplist = {} for i in range(len(l)): # l[i] = [ x for x in l[i] if x!= '' ] # no need if using string.split(), which was string.split(' ') earlier isDir = l[i][0].startswith('d') filesize = l[i][4] for item in l[i][:8]: m[i] = m[i].replace(item, '', 1) filename = m[i].strip() tmplist[i] = {'isDir':isDir, 'filesize':filesize, 'filename':filename, 'pathname':self.pwd } except Exception as e: ftp.close() print('error occured') return None else: return tmplist def ftplistrecur(self, path): # self.ftplist should be typecasted to an empty lists # self.pwd has to be set to blank and absolute path should be provided try: self.pwd = path pprint(self.pwd) retval = self.ftplist() if not len(retval) > 0: return # dictionary append would lose duplicate keys for val in list(retval.values()): if val['isDir']: self.ftplistrecur(os.path.join(path, val['filename'])) else: self.filelist.append(val) self.pwd = path except Exception as e: raise e return False def ftprecur(self, path): self.pwd = '' self.filelist = [] return self.ftplistrecur(path) def getDownloadPath(self): try: conf = open(configFile, 'r') self.downloadPath = conf.readline().strip() conf.close() if (len(self.downloadPath) == 0): raise IOError except IOError: self.downloadPath = os.path.join(os.path.expanduser('~'), 'Downloads') def downloadFile(self, pathname, filename, destpath=''): if (len(filename) == 0 or len(pathname) == 0): return False ftp = ftplib.FTP() if destpath.startswith('/'): destpath = destpath[1:] downloadPath = self.downloadPath if (destpath != ''): downloadPath = os.path.join(downloadPath, destpath) # counter = 0 # dummy = downloadPath # while (os.path.exists(dummy)): # dummy = downloadPath+'_'+str(counter) # counter+=1 # if (counter != 0): # downloadPath = dummy try: os.makedirs(downloadPath) except Exception as e: pass targetFile = os.path.join(downloadPath, filename) dummy = targetFile basename = os.path.splitext(targetFile)[0] extension = os.path.splitext(targetFile)[1] counter = 0 while (os.path.exists(dummy)): dummy = basename+'_'+str(counter)+extension counter+=1 if (counter != 0): targetFile = dummy write_stream = open(targetFile, 'wb') try: print('trying to connect to', self.hostname, self.port) ftp.connect(host=self.hostname, port=self.port) ftp.login() print('retrieving ', pathname,'/', filename) ftp.retrbinary('RETR %s' % pathname+'/'+filename, write_stream.write) ftp.quit() write_stream.close() return True except Exception as e: write_stream.close() ftp.close() os.remove(targetFile) print(pathname+'/'+filename) raise e return False # def downloadFolder(self, pathname, dirname): # if (len(pathname) == 0): # return False # ftp = ftplib.FTP() # self.getDownloadPath() # downloadDir = os.path.join(self.downloadPath, dirname) # try: # tries = 0 # if (os.path.exists(downloadDir)): # while(os.path.exists(downloadDir+'_'+str(tries))): # tries += 1 # if (tries != 0): # downloadDir += str(tries) # os.mkdir(downloadDir) # self.pwd = pathname # self.ftplist() # entrylist = [ entry for entry in list(self.filelist.values()) if not entry['isDir'] ] # files = [] # for entry in entrylist: # files.append(entry['filename']) # return # except Exception as e: # raise e

880c7fcc6c15c9ae213369eaf2b6be0c0cbe49c6

py

Python

tools/profiling/ios_bin/binary_size.py

goodarzysepideh/grpc

5a4ba15346f2dc75960e91148f5f77aa682e0f6a

2019-11-12T04:30:55.000Z

2021-08-11T23:04:12.000Z

tools/profiling/ios_bin/binary_size.py

goodarzysepideh/grpc

5a4ba15346f2dc75960e91148f5f77aa682e0f6a

2015-03-03T06:51:51.000Z

2022-03-23T14:10:56.000Z

tools/profiling/ios_bin/binary_size.py

goodarzysepideh/grpc

5a4ba15346f2dc75960e91148f5f77aa682e0f6a

2021-09-13T15:17:48.000Z

2022-02-04T21:54:39.000Z

#!/usr/bin/env python3 # # Copyright 2018 gRPC authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import argparse import glob import multiprocessing import os import shutil import subprocess import sys from parse_link_map import parse_link_map sys.path.append( os.path.join(os.path.dirname(sys.argv[0]), '..', '..', 'run_tests', 'python_utils')) import check_on_pr # Only show diff 1KB or greater diff_threshold = 1000 size_labels = ('Core', 'ObjC', 'BoringSSL', 'Protobuf', 'Total') argp = argparse.ArgumentParser( description='Binary size diff of gRPC Objective-C sample') argp.add_argument('-d', '--diff_base', type=str, help='Commit or branch to compare the current one to') args = argp.parse_args() def dir_size(dir): total = 0 for dirpath, dirnames, filenames in os.walk(dir): for f in filenames: fp = os.path.join(dirpath, f) total += os.stat(fp).st_size return total def get_size(where, frameworks): build_dir = 'src/objective-c/examples/Sample/Build/Build-%s/' % where if not frameworks: link_map_filename = 'Build/Intermediates.noindex/Sample.build/Release-iphoneos/Sample.build/Sample-LinkMap-normal-arm64.txt' return parse_link_map(build_dir + link_map_filename) else: framework_dir = 'Build/Products/Release-iphoneos/Sample.app/Frameworks/' boringssl_size = dir_size(build_dir + framework_dir + 'openssl.framework') core_size = dir_size(build_dir + framework_dir + 'grpc.framework') objc_size = dir_size(build_dir + framework_dir + 'GRPCClient.framework') + \ dir_size(build_dir + framework_dir + 'RxLibrary.framework') + \ dir_size(build_dir + framework_dir + 'ProtoRPC.framework') protobuf_size = dir_size(build_dir + framework_dir + 'Protobuf.framework') app_size = dir_size(build_dir + 'Build/Products/Release-iphoneos/Sample.app') return core_size, objc_size, boringssl_size, protobuf_size, app_size def build(where, frameworks): subprocess.check_call(['make', 'clean']) shutil.rmtree('src/objective-c/examples/Sample/Build/Build-%s' % where, ignore_errors=True) subprocess.check_call( 'CONFIG=opt EXAMPLE_PATH=src/objective-c/examples/Sample SCHEME=Sample FRAMEWORKS=%s ./build_one_example.sh' % ('YES' if frameworks else 'NO'), shell=True, cwd='src/objective-c/tests') os.rename('src/objective-c/examples/Sample/Build/Build', 'src/objective-c/examples/Sample/Build/Build-%s' % where) text = 'Objective-C binary sizes\n' for frameworks in [False, True]: build('new', frameworks) new_size = get_size('new', frameworks) old_size = None if args.diff_base: old = 'old' where_am_i = subprocess.check_output( ['git', 'rev-parse', '--abbrev-ref', 'HEAD']).decode().strip() subprocess.check_call(['git', 'checkout', '--', '.']) subprocess.check_call(['git', 'checkout', args.diff_base]) subprocess.check_call(['git', 'submodule', 'update', '--force']) try: build('old', frameworks) old_size = get_size('old', frameworks) finally: subprocess.check_call(['git', 'checkout', '--', '.']) subprocess.check_call(['git', 'checkout', where_am_i]) subprocess.check_call(['git', 'submodule', 'update', '--force']) text += ('***************FRAMEWORKS****************\n' if frameworks else '*****************STATIC******************\n') row_format = "{:>10}{:>15}{:>15}" + '\n' text += row_format.format('New size', '', 'Old size') if old_size == None: for i in range(0, len(size_labels)): text += ('\n' if i == len(size_labels) - 1 else '') + row_format.format('{:,}'.format(new_size[i]), size_labels[i], '') else: has_diff = False for i in range(0, len(size_labels) - 1): if abs(new_size[i] - old_size[i]) < diff_threshold: continue if new_size[i] > old_size[i]: diff_sign = ' (>)' else: diff_sign = ' (<)' has_diff = True text += row_format.format('{:,}'.format(new_size[i]), size_labels[i] + diff_sign, '{:,}'.format(old_size[i])) i = len(size_labels) - 1 if new_size[i] > old_size[i]: diff_sign = ' (>)' elif new_size[i] < old_size[i]: diff_sign = ' (<)' else: diff_sign = ' (=)' text += ('\n' if has_diff else '') + row_format.format( '{:,}'.format(new_size[i]), size_labels[i] + diff_sign, '{:,}'.format(old_size[i])) if not has_diff: text += '\n No significant differences in binary sizes\n' text += '\n' print(text) check_on_pr.check_on_pr('Binary Size', '```\n%s\n```' % text)

4df0fdcfb86d9c81fa006b0a64c16033dd466b40

py

Python

ex30.py

EiEiKyaw/python-exercise

63dcc073f55f125de784eb61aa7c82a50ca706ed

ex30.py

EiEiKyaw/python-exercise

63dcc073f55f125de784eb61aa7c82a50ca706ed

ex30.py

EiEiKyaw/python-exercise

63dcc073f55f125de784eb61aa7c82a50ca706ed

people = 30 cars = 40 trucks = 15 if cars > people: print("We should take the cars.") elif cars < people: print("We should not take the cars.") else: print("We can't decide.") if trucks > cars: print("That's too many trucks.") elif trucks < cars: print("Maybe we could take the trucks.") else: print("We still can't decide.") if people > trucks: print("Alright, let's just take the trucks.") else: print("Fine, let's stay home then.")

e58c4709959f2a79d40786e239c8ae523dd3714a

py

Python

TensorFlow_implementation/Summary_Generator/Text_Preprocessing_Helpers/pickling_tools.py

shashankk24/natural-language-summary-generation-from-structured-data-master

a8bd083685ff7d5c0228588c47ddfcecba4cf78b

2017-12-16T06:22:52.000Z

2022-03-13T03:46:55.000Z

TensorFlow_implementation/Summary_Generator/Text_Preprocessing_Helpers/pickling_tools.py

shashankk24/natural-language-summary-generation-from-structured-data-master

a8bd083685ff7d5c0228588c47ddfcecba4cf78b

2017-12-19T08:51:12.000Z

2021-11-16T18:55:20.000Z

TensorFlow_implementation/Summary_Generator/Text_Preprocessing_Helpers/pickling_tools.py

shashankk24/natural-language-summary-generation-from-structured-data-master

a8bd083685ff7d5c0228588c47ddfcecba4cf78b

2017-12-18T21:52:10.000Z

2022-01-25T12:51:51.000Z

from __future__ import print_function import _pickle as pickle # pickle module in python import os # for path related operations ''' Simple function to perform pickling of the given object. This fucntion may fail if the size of the object exceeds the max size of the pickling protocol used. Although this is highly rare, One might then have to resort to some other strategy to pickle the data. The second function available is to unpickle a file located at the specified path ''' # coded by botman # function to pickle an object def pickleIt(obj, save_path): ''' function to pickle the given object. @param obj => the python object to be pickled save_path => the path where the pickled file is to be saved @return => nothing (the pickle file gets saved at the given location) ''' if(not os.path.isfile(save_path)): with open(save_path, 'wb') as dumping: pickle.dump(obj, dumping) print("The file has been pickled at:", save_path) else: print("The pickle file already exists: ", save_path) # function to unpickle the given file and load the obj back into the python environment def unPickleIt(pickle_path): # might throw the file not found exception ''' function to unpickle the object from the given path @param pickle_path => the path where the pickle file is located @return => the object extracted from the saved path ''' with open(pickle_path, 'rb') as dumped_pickle: obj = pickle.load(dumped_pickle) return obj # return the unpickled object

c73235ac97b242309e20ba2204439aca1dd108f5

py

Python

nvd3/__init__.py

timgates42/python-nvd3

f9cb41b5deaa0d7c338764d7008a4c9a5ad50dca

2015-01-12T10:13:52.000Z

2022-01-11T15:18:48.000Z

nvd3/__init__.py

timgates42/python-nvd3

f9cb41b5deaa0d7c338764d7008a4c9a5ad50dca

2015-01-11T20:27:50.000Z

2021-11-05T17:18:15.000Z

nvd3/__init__.py

timgates42/python-nvd3

f9cb41b5deaa0d7c338764d7008a4c9a5ad50dca

2015-01-06T13:31:18.000Z

2022-03-09T05:22:30.000Z

#!/usr/bin/python # -*- coding: utf-8 -*- """ Python-nvd3 is a Python wrapper for NVD3 graph library. NVD3 is an attempt to build re-usable charts and chart components for d3.js without taking away the power that d3.js gives you. Project location : https://github.com/areski/python-nvd3 """ __version__ = '0.14.2' __all__ = ['lineChart', 'pieChart', 'lineWithFocusChart', 'stackedAreaChart', 'multiBarHorizontalChart', 'linePlusBarChart', 'cumulativeLineChart', 'scatterChart', 'discreteBarChart', 'multiBarChart', 'bulletChart', 'multiChart'] from .lineChart import lineChart from .pieChart import pieChart from .lineWithFocusChart import lineWithFocusChart from .stackedAreaChart import stackedAreaChart from .multiBarHorizontalChart import multiBarHorizontalChart from .linePlusBarChart import linePlusBarChart from .cumulativeLineChart import cumulativeLineChart from .scatterChart import scatterChart from .discreteBarChart import discreteBarChart from .multiBarChart import multiBarChart from .bulletChart import bulletChart from .multiChart import multiChart from . import ipynb

bae6673b12509c4e956367e597d5ffbab7a00d33

py

Python

id_spider/generate_lua_table.py

AceticAcid-89/TakusMorphCatalog

c8ff0d394f8050424f0bde587e5fcf9c850f746e

2020-07-20T09:34:09.000Z

2020-08-05T14:41:49.000Z

id_spider/generate_lua_table.py

AceticAcid-89/TakusMorphCatalog

c8ff0d394f8050424f0bde587e5fcf9c850f746e

id_spider/generate_lua_table.py

AceticAcid-89/TakusMorphCatalog

c8ff0d394f8050424f0bde587e5fcf9c850f746e

2020-08-05T14:44:52.000Z

2020-08-05T14:44:52.000Z

# coding=utf-8 import json NPC_JSON_FILE = "npc_id_display_id.json" MOUNT_JSON_FILE = "mount_spell_id_display_id.json" target_lua = "..\\database\\npc_%s.lua" with open(NPC_JSON_FILE, encoding="utf-8") as f: data = json.load(f) with open(MOUNT_JSON_FILE, encoding="utf-8") as f: data.update(json.load(f)) full_list = [] for npc_id in data: display_id = data[npc_id]["display_id"] en_name = data[npc_id]["en_name"] if '"' in en_name: en_name = en_name.replace('"', '') cn_name = data[npc_id]["cn_name"] if '"' in cn_name: cn_name = cn_name.replace('"', '') npc_str = ' npc_id_%s = {display_id = "%s",' \ ' en_name = "%s", cn_name = "%s"}' % \ (npc_id, display_id, en_name, cn_name) full_list.append(npc_str) full_content = "local _, ns = ...\nns.npc_id_table_%s = {\n" # for wow interface constants memory limit, split to 3 tables parts = 3 nums = len(full_list) // parts for i in range(0, parts): if i == parts - 1: part_list = full_list[i * nums: (i + 2) * nums] else: part_list = full_list[i * nums: (i + 1) * nums] file_name = target_lua % i prefix = full_content % i with open(file_name, "w", encoding="utf-8") as f: f.write(prefix + ",\n".join(part_list) + "}")

5b3f063aa6752a360cbe14bbc7a063995f258cd4

py

Python

tests/artificial/transf_Quantization/trend_LinearTrend/cycle_30/ar_/test_artificial_32_Quantization_LinearTrend_30__20.py

shaido987/pyaf

b9afd089557bed6b90b246d3712c481ae26a1957

2016-10-13T20:52:44.000Z

2022-03-29T18:04:14.000Z

tests/artificial/transf_Quantization/trend_LinearTrend/cycle_30/ar_/test_artificial_32_Quantization_LinearTrend_30__20.py

ysdede/pyaf

b5541b8249d5a1cfdc01f27fdfd99b6580ed680b

2016-10-13T16:11:53.000Z

2022-03-28T04:21:34.000Z

tests/artificial/transf_Quantization/trend_LinearTrend/cycle_30/ar_/test_artificial_32_Quantization_LinearTrend_30__20.py

ysdede/pyaf

b5541b8249d5a1cfdc01f27fdfd99b6580ed680b

2017-03-09T14:51:18.000Z

2022-03-27T20:52:57.000Z

import pyaf.Bench.TS_datasets as tsds import tests.artificial.process_artificial_dataset as art art.process_dataset(N = 32 , FREQ = 'D', seed = 0, trendtype = "LinearTrend", cycle_length = 30, transform = "Quantization", sigma = 0.0, exog_count = 20, ar_order = 0);

fa3ffc6288247c5f6f065c89572cbfdd8f74bcd9

py

Python

gmail_att_example.py

mattepasztor/Mikroelektro--GKLB_INTM020-_Beadando

7336160dcd09228f501b895154159be8e40b4ac1

gmail_att_example.py

mattepasztor/Mikroelektro--GKLB_INTM020-_Beadando

7336160dcd09228f501b895154159be8e40b4ac1

gmail_att_example.py

mattepasztor/Mikroelektro--GKLB_INTM020-_Beadando

7336160dcd09228f501b895154159be8e40b4ac1

import smtplib import mimetypes from email.message import EmailMessage message = EmailMessage() sender = "[email protected]" recipient = "[email protected]" message['From'] = sender message['To'] = recipient message['Subject'] = 'Learning to send email from medium.com' body = """Hello I am learning to send emails using Python!!!""" message.set_content(body) mime_type, _ = mimetypes.guess_type('something.pdf') mime_type, mime_subtype = mime_type.split('/') with open('something.pdf', 'rb') as file: message.add_attachment(file.read(), maintype=mime_type, subtype=mime_subtype, filename='something.pdf') print(message) mail_server = smtplib.SMTP_SSL('smtp.gmail.com') mail_server.set_debuglevel(1) mail_server.login("[email protected]", 'Your password') mail_server.send_message(message) mail_server.quit()

ec303d9e3981e66605633aef4f8af6b12b0c3094

py

Python

tests/pymath/test_fibonacci.py

BrianLusina/PyCharm

144dd4f6b2d254507237f46c8ee175c407fe053d

tests/pymath/test_fibonacci.py

BrianLusina/PyCharm

144dd4f6b2d254507237f46c8ee175c407fe053d

tests/pymath/test_fibonacci.py

BrianLusina/PyCharm

144dd4f6b2d254507237f46c8ee175c407fe053d

import unittest from pymath.xbonacci.fibonacci import fib class FibonacciTestCase(unittest.TestCase): def test1(self): self.assertEquals(fib(0, 1, 1), [0, 1, 1]) def test5(self): self.assertEqual(fib(5, 8, 89), [5, 8, 13, 21, 34, 55, 89]) def test2(self): self.assertEquals(fib(0, 1, 34), [0, 1, 1, 2, 3, 5, 8, 13, 21, 34]) def test3(self): self.assertEquals( fib(0, 1, 610), [0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 610], ) def test4(self): self.assertEquals(fib(5, 8, 144), [5, 8, 13, 21, 34, 55, 89, 144]) if __name__ == "__main__": unittest.main()

c517fdf57720b17e3e1245b562b4c47849cbbb1d

py

Python

Leetcode/950. Reveal Cards In Increasing Order/solution2.py

asanoviskhak/Outtalent

c500e8ad498f76d57eb87a9776a04af7bdda913d

2020-07-12T21:27:47.000Z

2022-02-11T19:25:36.000Z

Leetcode/950. Reveal Cards In Increasing Order/solution2.py

CrazySquirrel/Outtalent

8a10b23335d8e9f080e5c39715b38bcc2916ff00

Leetcode/950. Reveal Cards In Increasing Order/solution2.py

CrazySquirrel/Outtalent

8a10b23335d8e9f080e5c39715b38bcc2916ff00

2020-07-27T13:54:24.000Z

2021-12-25T18:12:50.000Z

from collections import deque class Solution: def deckRevealedIncreasing(self, deck: List[int]) -> List[int]: d = deque() for x in sorted(deck)[::-1]: d.rotate() d.appendleft(x) return list(d)

d026e0d8de7ab4cf39a71bd3db4b611b26924e7e

bzl

Python

tools/bazel/rust_cxx_bridge.bzl

wqfish/cxx

45a1f88bf9e11ea0682f285a8dd353d866ff3cb8

tools/bazel/rust_cxx_bridge.bzl

wqfish/cxx

45a1f88bf9e11ea0682f285a8dd353d866ff3cb8

tools/bazel/rust_cxx_bridge.bzl

wqfish/cxx

45a1f88bf9e11ea0682f285a8dd353d866ff3cb8

# buildifier: disable=module-docstring load("@bazel_skylib//rules:run_binary.bzl", "run_binary") load("@rules_cc//cc:defs.bzl", "cc_library") def rust_cxx_bridge(name, src, deps = []): """A macro defining a cxx bridge library Args: name (string): The name of the new target src (string): The rust source file to generate a bridge for deps (list, optional): A list of dependencies for the underlying cc_library. Defaults to []. """ native.alias( name = "%s/header" % name, actual = src + ".h", ) native.alias( name = "%s/source" % name, actual = src + ".cc", ) run_binary( name = "%s/generated" % name, srcs = [src], outs = [ src + ".h", src + ".cc", ], args = [ "$(location %s)" % src, "-o", "$(location %s.h)" % src, "-o", "$(location %s.cc)" % src, ], tool = "//:codegen", ) cc_library( name = name, srcs = [src + ".cc"], deps = deps + [":%s/include" % name], ) cc_library( name = "%s/include" % name, hdrs = [src + ".h"], )

525169d272984fdd6103a849e5a39bb8f6f0db9f

bzl

Python

go/private/rules/binary.bzl

chancila/rules_go

3b6e69e730f98308b2f922682443b5d51fd61825

go/private/rules/binary.bzl

chancila/rules_go

3b6e69e730f98308b2f922682443b5d51fd61825

2021-09-10T08:34:28.000Z

2021-09-10T08:34:28.000Z

go/private/rules/binary.bzl

xflagstudio/rules_go

70b8365a90e226b98f66bc35d3abb3e335883d81

# Copyright 2014 The Bazel Authors. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. load( "//go/private:context.bzl", "go_context", ) load( "//go/private:common.bzl", "asm_exts", "cgo_exts", "go_exts", ) load( "//go/private:providers.bzl", "GoLibrary", "GoSDK", ) load( "//go/private/rules:transition.bzl", "go_transition_rule", ) load( "//go/private:mode.bzl", "LINKMODE_C_ARCHIVE", "LINKMODE_C_SHARED", "LINKMODE_PLUGIN", "LINKMODE_SHARED", ) load( "//go/private:rpath.bzl", "rpath", ) _EMPTY_DEPSET = depset([]) def new_cc_import( go, hdrs = _EMPTY_DEPSET, defines = _EMPTY_DEPSET, local_defines = _EMPTY_DEPSET, dynamic_library = None, static_library = None, alwayslink = False, linkopts = []): if dynamic_library: linkopts = linkopts + rpath.flags(go, dynamic_library) return CcInfo( compilation_context = cc_common.create_compilation_context( defines = defines, local_defines = local_defines, headers = hdrs, includes = depset([hdr.root.path for hdr in hdrs.to_list()]), ), linking_context = cc_common.create_linking_context( linker_inputs = depset([ cc_common.create_linker_input( owner = go.label, libraries = depset([ cc_common.create_library_to_link( actions = go.actions, cc_toolchain = go.cgo_tools.cc_toolchain, feature_configuration = go.cgo_tools.feature_configuration, dynamic_library = dynamic_library, static_library = static_library, alwayslink = alwayslink, ), ]), user_link_flags = depset(linkopts), ), ]), ), ) def _go_binary_impl(ctx): """go_binary_impl emits actions for compiling and linking a go executable.""" go = go_context(ctx) is_main = go.mode.link not in (LINKMODE_SHARED, LINKMODE_PLUGIN) library = go.new_library(go, importable = False, is_main = is_main) source = go.library_to_source(go, ctx.attr, library, ctx.coverage_instrumented()) name = ctx.attr.basename if not name: name = ctx.label.name executable = None if ctx.attr.out: # Use declare_file instead of attr.output(). When users set output files # directly, Bazel warns them not to use the same name as the rule, which is # the common case with go_binary. executable = ctx.actions.declare_file(ctx.attr.out) archive, executable, runfiles = go.binary( go, name = name, source = source, gc_linkopts = gc_linkopts(ctx), version_file = ctx.version_file, info_file = ctx.info_file, executable = executable, ) providers = [ library, source, archive, OutputGroupInfo( cgo_exports = archive.cgo_exports, compilation_outputs = [archive.data.file], ), DefaultInfo( files = depset([executable]), runfiles = runfiles, executable = executable, ), ] # If the binary's linkmode is c-archive or c-shared, expose CcInfo if go.cgo_tools and go.mode.link in (LINKMODE_C_ARCHIVE, LINKMODE_C_SHARED): cc_import_kwargs = { "linkopts": { "darwin": [], "windows": ["-mthreads"], }.get(go.mode.goos, ["-pthread"]), } cgo_exports = archive.cgo_exports.to_list() if cgo_exports: header = ctx.actions.declare_file("{}.h".format(name)) ctx.actions.symlink( output = header, target_file = cgo_exports[0], ) cc_import_kwargs["hdrs"] = depset([header]) if go.mode.link == LINKMODE_C_SHARED: cc_import_kwargs["dynamic_library"] = executable elif go.mode.link == LINKMODE_C_ARCHIVE: cc_import_kwargs["static_library"] = executable cc_import_kwargs["alwayslink"] = True ccinfo = new_cc_import(go, **cc_import_kwargs) ccinfo = cc_common.merge_cc_infos( cc_infos = [ccinfo] + [d[CcInfo] for d in source.cdeps], ) providers.append(ccinfo) return providers _go_binary_kwargs = { "implementation": _go_binary_impl, "attrs": { "srcs": attr.label_list(allow_files = go_exts + asm_exts + cgo_exts), "data": attr.label_list(allow_files = True), "deps": attr.label_list( providers = [GoLibrary], ), "embed": attr.label_list( providers = [GoLibrary], ), "embedsrcs": attr.label_list(allow_files = True), "importpath": attr.string(), "gc_goopts": attr.string_list(), "gc_linkopts": attr.string_list(), "x_defs": attr.string_dict(), "basename": attr.string(), "out": attr.string(), "cgo": attr.bool(), "cdeps": attr.label_list(), "cppopts": attr.string_list(), "copts": attr.string_list(), "cxxopts": attr.string_list(), "clinkopts": attr.string_list(), "_go_context_data": attr.label(default = "//:go_context_data"), }, "executable": True, "toolchains": ["@io_bazel_rules_go//go:toolchain"], } go_binary = rule(**_go_binary_kwargs) go_transition_binary = go_transition_rule(**_go_binary_kwargs) def _go_tool_binary_impl(ctx): sdk = ctx.attr.sdk[GoSDK] name = ctx.label.name if sdk.goos == "windows": name += ".exe" cout = ctx.actions.declare_file(name + ".a") if sdk.goos == "windows": cmd = "@echo off\n {go} tool compile -o {cout} -trimpath=%cd% {srcs}".format( go = sdk.go.path.replace("/", "\\"), cout = cout.path, srcs = " ".join([f.path for f in ctx.files.srcs]), ) bat = ctx.actions.declare_file(name + ".bat") ctx.actions.write( output = bat, content = cmd, ) ctx.actions.run( executable = bat, inputs = sdk.libs + sdk.headers + sdk.tools + ctx.files.srcs + [sdk.go], outputs = [cout], env = {"GOROOT": sdk.root_file.dirname}, # NOTE(#2005): avoid realpath in sandbox mnemonic = "GoToolchainBinaryCompile", ) else: cmd = "{go} tool compile -o {cout} -trimpath=$PWD {srcs}".format( go = sdk.go.path, cout = cout.path, srcs = " ".join([f.path for f in ctx.files.srcs]), ) ctx.actions.run_shell( command = cmd, inputs = sdk.libs + sdk.headers + sdk.tools + ctx.files.srcs + [sdk.go], outputs = [cout], env = {"GOROOT": sdk.root_file.dirname}, # NOTE(#2005): avoid realpath in sandbox mnemonic = "GoToolchainBinaryCompile", ) out = ctx.actions.declare_file(name) largs = ctx.actions.args() largs.add_all(["tool", "link"]) largs.add("-o", out) largs.add(cout) ctx.actions.run( executable = sdk.go, arguments = [largs], inputs = sdk.libs + sdk.headers + sdk.tools + [cout], outputs = [out], mnemonic = "GoToolchainBinary", ) return [DefaultInfo( files = depset([out]), executable = out, )] go_tool_binary = rule( implementation = _go_tool_binary_impl, attrs = { "srcs": attr.label_list( allow_files = True, doc = "Source files for the binary. Must be in 'package main'.", ), "sdk": attr.label( mandatory = True, providers = [GoSDK], doc = "The SDK containing tools and libraries to build this binary", ), }, executable = True, doc = """Used instead of go_binary for executables used in the toolchain. go_tool_binary depends on tools and libraries that are part of the Go SDK. It does not depend on other toolchains. It can only compile binaries that just have a main package and only depend on the standard library and don't require build constraints. """, ) def gc_linkopts(ctx): gc_linkopts = [ ctx.expand_make_variables("gc_linkopts", f, {}) for f in ctx.attr.gc_linkopts ] return gc_linkopts

8ab9f25d840054dbc9dafa7c148423e6cd6cdbf5

py

Python

src/cog/__init__.py

Hen676/FadedDiscordBot.PY

ec83ebf928071759e2fcf74d0ad8ce84f18cf3ca

src/cog/__init__.py

Hen676/FadedDiscordBot.PY

ec83ebf928071759e2fcf74d0ad8ce84f18cf3ca

2021-04-03T21:34:16.000Z

2021-04-03T21:34:16.000Z

src/cog/__init__.py

Hen676/FadedDiscordBot.PY

ec83ebf928071759e2fcf74d0ad8ce84f18cf3ca

2021-02-24T14:50:14.000Z

2021-02-24T14:50:14.000Z

#!/usr/bin/env python3.7

d38bf96fd14fe5edd2c227ddbe293af9533fca74

py

Python

tests/test_game_converter.py

mervynn/RocAlphaGo

7b3ea100e9602088b9ca9f7e5eff9c593e667649

2017-02-08T15:11:59.000Z

2017-02-08T15:11:59.000Z

tests/test_game_converter.py

mervynn/RocAlphaGo

7b3ea100e9602088b9ca9f7e5eff9c593e667649

tests/test_game_converter.py

mervynn/RocAlphaGo

7b3ea100e9602088b9ca9f7e5eff9c593e667649

from AlphaGo.preprocessing.game_converter import run_game_converter from AlphaGo.util import sgf_to_gamestate import unittest import os class TestSGFLoading(unittest.TestCase): def test_ab_aw(self): with open('tests/test_data/sgf/ab_aw.sgf', 'r') as f: sgf_to_gamestate(f.read()) class TestCmdlineConverter(unittest.TestCase): def test_directory_conversion(self): args = ['--features', 'board,ones,turns_since', '--outfile', '.tmp.testing.h5', '--directory', 'tests/test_data/sgf/'] run_game_converter(args) os.remove('.tmp.testing.h5') def test_directory_walk(self): args = ['--features', 'board,ones,turns_since', '--outfile', '.tmp.testing.h5', '--directory', 'tests/test_data', '--recurse'] run_game_converter(args) os.remove('.tmp.testing.h5') if __name__ == '__main__': unittest.main()

35ad33be6a1e6225ef205d621b1ec1a269636b44

py

Python

fromHTMLtoVagrant/VagrantTopologyOSPF.py

SuperboGiuseppe/dncs_lab2

c340169f3133c4fa1574f5be82268e2958e57975

2021-01-24T11:19:04.000Z

2021-01-24T16:36:41.000Z

fromHTMLtoVagrant/VagrantTopologyOSPF.py

SuperboGiuseppe/dncs_lab2

c340169f3133c4fa1574f5be82268e2958e57975

fromHTMLtoVagrant/VagrantTopologyOSPF.py

SuperboGiuseppe/dncs_lab2

c340169f3133c4fa1574f5be82268e2958e57975

2021-01-24T11:16:51.000Z

2021-03-20T10:18:00.000Z

import ipcalc import codecs import yaml #this function writes the beginning of the VagrantFile def BeginVagrantFile(f): f.write("# -*- mode: ruby -*- \n# vi: set ft=ruby :\n\n") f.write("#All Vagrant configuration is done below. The 2 in Vagrant.configure\n#configures the configuration version we support older styles for\n#backwards compatibility. Please don't change it unless you know what\n#you're doing.\n") f.write("Vagrant.configure(\"2\") do |config|\n") f.write("config.vm.box_check_update = true\n") f.write("config.vm.provider \"virtualbox\" do |vb|\n") f.write("vb.customize [\"modifyvm\", :id, \"--usb\", \"on\"]\n") f.write("vb.customize [\"modifyvm\", :id, \"--usbehci\", \"off\"]\n") f.write("vb.customize [\"modifyvm\", :id, \"--nicpromisc2\", \"allow-all\"]\n") f.write("vb.customize [\"modifyvm\", :id, \"--nicpromisc3\", \"allow-all\"]\n") f.write("vb.customize [\"modifyvm\", :id, \"--nicpromisc4\", \"allow-all\"]\n") f.write("vb.customize [\"modifyvm\", :id, \"--nicpromisc5\", \"allow-all\"]\n") f.write("vb.cpus = 1\n") f.write("end\n") #this function write in the vagrant file a new PC host def writeHost(f,Host, edges): Id = Host["id"] Name = Host["label"] Os = Host["vm_image"] Ram = Host["ram"] N_Cpus = Host["n_cpus"] Ip = Host["network_interfaces"][0]["ip_address"] Netmask = Host["network_interfaces"][0]["netmask"] Interface = Host["network_interfaces"][0]["name_interface"] EdgeReference = Host["network_interfaces"][0]["edge"] UplinkBandwidth = 0 DownlinkBandwidth = 0 for edge in edges: if EdgeReference[0] == edge["from"] and EdgeReference[1] == edge["to"]: UplinkBandwidth = edge["bandwidth_up"] DownlinkBandwidth = edge["bandwidth_down"] IpNoSub = Ip.split("/")[0] Network = ipcalc.Network(Ip) IpNet = Network.network() CustumScript = Host["custom_script"] for x in Network: Gateway = str(x) f.write("config.vm.define \"" + Name + "\" do |" + Name + "|\n") f.write(Name + ".vm.box = \"" + Os + "\"\n") f.write(Name + ".vm.hostname = \"" + Name + "\"\n") if Id == 4: f.write(Name + ".vm.network \"private_network\", ip: \"" + IpNoSub +"\", netmask: \"" + Netmask + "\", virtualbox__intnet: \"broadcast_router-south-1\", auto_config: true\n") if Id == 5: f.write(Name + ".vm.network \"private_network\", ip: \"" + IpNoSub +"\", netmask: \"" + Netmask + "\", virtualbox__intnet: \"broadcast_router-south-2\", auto_config: true\n") if Id == 6: f.write(Name + ".vm.network \"private_network\", ip: \"" + IpNoSub +"\", netmask: \"" + Netmask + "\", virtualbox__intnet: \"broadcast_router-south-3\", auto_config: true\n") f.write(Name + '.vm.provision "file", source: \"../Dashboard_Server/telegraf.conf\", destination: \"/tmp/telegraf.conf\"\n') f.write(Name + ".vm.provision \"shell\", run: \"always\", inline: <<-SHELL\n") f.write("echo \"Static Routig configuration Started for " + Name + "\"\n") f.write("sudo sysctl -w net.ipv4.ip_forward=1\n") f.write("sudo route add -net " + str(IpNet) + " netmask " + Netmask + " gw " + Gateway + " dev " + Interface + "\n") f.write('cd /home/vagrant\n') f.write('git clone https://github.com/magnific0/wondershaper.git\n') f.write('cd wondershaper\n') if UplinkBandwidth > 0 or DownlinkBandwidth > 0: f.write('sudo ./wondershaper -a ' + Interface) if DownlinkBandwidth > 0: f.write(' -d ' + str(DownlinkBandwidth)) if UplinkBandwidth > 0: f.write(' -u ' + str(UplinkBandwidth)) f.write('\n') f.write('wget https://dl.influxdata.com/telegraf/releases/telegraf_1.17.3-1_amd64.deb\n') f.write('sudo dpkg -i telegraf_1.17.3-1_amd64.deb\n') f.write('sudo mv /tmp/telegraf.conf /etc/telegraf/telegraf.conf\n') f.write('sudo systemctl restart telegraf\n') f.write('sudo systemctl enable telegraf\n') f.write(CustumScript + " \n")#here there is the custum script f.write("echo \"Configuration END\"\n") f.write("echo \"" + Name + " is ready to Use\"\n") f.write("SHELL\n") f.write(Name + ".vm.provider \"virtualbox\" do |vb|\n") f.write("vb.memory = " + str(Ram) + "\n") f.write("vb.cpus = " + str(N_Cpus) + "\n") f.write("end\n") f.write("end\n") #this function write in the vagrant file a new Router def writeRouter(f,Router, edges): Id = Router["id"] Name = Router["label"] Os = Router["vm_image"] Ram = Router["ram"] N_Cpus = Router["n_cpus"] Ip1 = Router["network_interfaces"][0]["ip_address"] Netmask1 = Router["network_interfaces"][0]["netmask"] Interface1 = Router["network_interfaces"][0]["name_interface"] EdgeReference1 = Router["network_interfaces"][0]["edge"] UplinkBandwidth1 = 0 DownlinkBandwidth1 = 0 for edge in edges: if EdgeReference1[0] == edge["from"] and EdgeReference1[1] == edge["to"]: UplinkBandwidth1 = edge["bandwidth_up"] DownlinkBandwidth1 = edge["bandwidth_down"] IpNoSub1 = Ip1.split("/")[0] NetmaskAbbr1 = Ip1.split("/")[1] Ip2 = Router["network_interfaces"][1]["ip_address"] Netmask2 = Router["network_interfaces"][1]["netmask"] Interface2 = Router["network_interfaces"][1]["name_interface"] EdgeReference2 = Router["network_interfaces"][1]["edge"] UplinkBandwidth2 = 0 DownlinkBandwidth2 = 0 for edge in edges: if EdgeReference2[0] == edge["from"] and EdgeReference2[1] == edge["to"]: UplinkBandwidth2 = edge["bandwidth_up"] DownlinkBandwidth2 = edge["bandwidth_down"] IpNoSub2 = Ip2.split("/")[0] NetmaskAbbr2 = Ip2.split("/")[1] Ip3 = Router["network_interfaces"][2]["ip_address"] Netmask3 = Router["network_interfaces"][2]["netmask"] Interface3 = Router["network_interfaces"][2]["name_interface"] EdgeReference3 = Router["network_interfaces"][2]["edge"] UplinkBandwidth3 = 0 DownlinkBandwidth3 = 0 for edge in edges: if EdgeReference3[0] == edge["from"] and EdgeReference3[1] == edge["to"]: UplinkBandwidth3 = edge["bandwidth_up"] DownlinkBandwidth3 = edge["bandwidth_down"] IpNoSub3 = Ip3.split("/")[0] NetmaskAbbr3 = Ip3.split("/")[1] Network1 = ipcalc.Network(Ip1) IpNet1 = Network1.network() for x in Network1: Gateway1 = str(x) Network2 = ipcalc.Network(Ip2) IpNet2 = Network2.network() for x in Network2: Gateway2 = str(x) Network3 = ipcalc.Network(Ip3) IpNet3 = Network3.network() for x in Network3: Gateway3 = str(x) CustomScript = Router["custom_script"] f.write("config.vm.define \""+ Name +"\" do |" + Name + "|\n") f.write(Name + ".vm.box = \"" + Os + "\"\n") f.write(Name + ".vm.hostname = \""+ Name +"\"\n") if Id == 1: f.write(Name + ".vm.network \"private_network\", virtualbox__intnet: \"broadcast_router-south-1\", auto_config: false\n") f.write(Name + ".vm.network \"private_network\", virtualbox__intnet: \"broadcast_router-inter-1\", auto_config: false\n") f.write(Name + ".vm.network \"private_network\", virtualbox__intnet: \"broadcast_router-inter-3\", auto_config: false\n") if Id == 2: f.write(Name + ".vm.network \"private_network\", virtualbox__intnet: \"broadcast_router-south-2\", auto_config: false\n") f.write(Name + ".vm.network \"private_network\", virtualbox__intnet: \"broadcast_router-inter-2\", auto_config: false\n") f.write(Name + ".vm.network \"private_network\", virtualbox__intnet: \"broadcast_router-inter-1\", auto_config: false\n") if Id == 3: f.write(Name + ".vm.network \"private_network\", virtualbox__intnet: \"broadcast_router-south-3\", auto_config: false\n") f.write(Name + ".vm.network \"private_network\", virtualbox__intnet: \"broadcast_router-inter-3\", auto_config: false\n") f.write(Name + ".vm.network \"private_network\", virtualbox__intnet: \"broadcast_router-inter-2\", auto_config: false\n") f.write(Name + '.vm.provision "file", source: \"../Dashboard_Server/telegraf.conf\", destination: \"/tmp/telegraf.conf\"\n') f.write(Name + ".vm.provision \"shell\", inline: <<-SHELL\n") f.write("echo \" Quagga "+ Name +" start installing\"\n") f.write("#sudo sysctl -w net.ipv4.ip_forward=1\n") f.write("sudo apt-get update\n") f.write("sudo apt-get install quagga quagga-doc traceroute\n") f.write("sudo cp /usr/share/doc/quagga/examples/zebra.conf.sample /etc/quagga/zebra.conf\n") f.write("sudo cp /usr/share/doc/quagga/examples/ospfd.conf.sample /etc/quagga/ospfd.conf\n") f.write("sudo chown quagga.quaggavty /etc/quagga/*.conf\n") f.write("sudo /etc/init.d/quagga start\n") f.write("sudo sed -i s'/zebra=no/zebra=yes/' /etc/quagga/daemons\n") f.write("sudo sed -i s'/ospfd=no/ospfd=yes/' /etc/quagga/daemons\n") f.write("sudo echo 'VTYSH_PAGER=more' >>/etc/environment\n") f.write("sudo echo 'export VTYSH_PAGER=more' >>/etc/bash.bashrc\n") f.write("sudo /etc/init.d/quagga restart\n") f.write("echo \"Routing Protocol ospf Configuration Started\"\n") f.write("sudo vtysh -c '\n") f.write("configure terminal\n") f.write("router ospf\n") f.write("network " + str(IpNet1) + "/" + NetmaskAbbr1 + " area 0.0.0.0\n") f.write("network " + str(IpNet2) + "/" + NetmaskAbbr2 + " area 0.0.0.0\n") f.write("network " + str(IpNet3) + "/" + NetmaskAbbr3 + " area 0.0.0.0\n") f.write("exit\n") f.write("interface " + Interface1 + "\n") f.write("ip address " + IpNoSub1 + "/" + NetmaskAbbr1 + "\n") f.write("exit\n") f.write("interface " + Interface2 + "\n") f.write("ip address " + IpNoSub2 + "/" + NetmaskAbbr2 + "\n") f.write("exit\n") f.write("interface " + Interface3 + "\n") f.write("ip address " + IpNoSub3 + "/" + NetmaskAbbr3 + "\n") f.write("do write\n") f.write("exit\n") f.write("exit\n") f.write("ip forwarding\n") f.write("exit'\n") f.write('cd /home/vagrant\n') f.write('git clone https://github.com/magnific0/wondershaper.git\n') f.write('cd wondershaper\n') if UplinkBandwidth1 > 0 or DownlinkBandwidth1 > 0: f.write('sudo ./wondershaper -a ' + Interface1) if DownlinkBandwidth1 > 0: f.write(' -d ' + str(DownlinkBandwidth1)) if UplinkBandwidth1 > 0: f.write(' -u ' + str(UplinkBandwidth1)) f.write('\n') if UplinkBandwidth2 > 0 or DownlinkBandwidth2 > 0: f.write('sudo ./wondershaper -a ' + Interface2) if DownlinkBandwidth2 > 0: f.write(' -d ' + str(DownlinkBandwidth2)) if UplinkBandwidth2 > 0: f.write(' -u ' + str(UplinkBandwidth2)) f.write('\n') if UplinkBandwidth3 > 0 or DownlinkBandwidth3 > 0: f.write('sudo ./wondershaper -a ' + Interface3) if DownlinkBandwidth3 > 0: f.write(' -d ' + str(DownlinkBandwidth3)) if UplinkBandwidth3 > 0: f.write(' -u ' + str(UplinkBandwidth3)) f.write('\n') f.write('wget https://dl.influxdata.com/telegraf/releases/telegraf_1.17.3-1_amd64.deb\n') f.write('sudo dpkg -i telegraf_1.17.3-1_amd64.deb\n') f.write('sudo mv /tmp/telegraf.conf /etc/telegraf/telegraf.conf\n') f.write('sudo systemctl restart telegraf\n') f.write('sudo systemctl enable telegraf\n') f.write(CustomScript + " \n") #here there is the custum script f.write("echo \"Configuration END\"\n") f.write("echo \"" + Name + " is ready to Use\"\n") f.write("SHELL\n") f.write("# " + Name + ".vm.provision \"shell\", path: \"common.sh\"\n") f.write(Name + ".vm.provider \"virtualbox\" do |vb|\n") f.write("vb.memory = " + str(Ram) + "\n") f.write("vb.cpus = " + str(N_Cpus) + "\n") f.write("end\n") f.write("end\n") """ #the following is a fake graph that i used for testing #instead of typing everytime the input in the command line host1 = (4,{ "Id" : 4, "Name":"host1", "Type": "Host", "Ram": "1024", "Os": "bento/ubuntu-16.04", "custom_script":"echo 'THIS IS CUSTUM SCRIPT'", "Network" : [{ "Ip": "192.168.1.1/24", "Netmask": "255.255.255.0", "Interface" : "eth1" }] }) host2 = (5,{ "Id" : 5, "Name":"host2", "Type": "Host", "Ram": "1024", "Os": "bento/ubuntu-16.04", "custom_script":"echo 'THIS IS CUSTUM SCRIPT'", "Network" : [{ "Ip": "192.168.2.1/24", "Netmask": "255.255.255.0", "Interface" : "eth1" }] }) host3 = (6,{ "Id" : 6, "Name":"host3", "Type": "Host", "Ram": "1024", "Os": "bento/ubuntu-16.04", "custom_script":"echo 'THIS IS CUSTUM SCRIPT'", "Network" : [{ "Ip": "192.168.3.1/24", "Netmask": "255.255.255.0", "Interface" : "eth1" }] }) rout1 = (1,{ "Id" : 1, "Name":"router1", "Type": "Router", "Ram": "1024", "Os": "bento/ubuntu-16.04", "custom_script": "echo 'THIS IS CUSTUM SCRIPT'", "Network" : [{ "Ip": "192.168.1.254/24", "Netmask": "255.255.255.0", "Interface" : "eth1" },{ "Ip": "192.168.100.1/24", "Netmask": "255.255.255.0", "Interface" : "eth2" },{ "Ip": "192.168.101.2/24", "Netmask": "255.255.255.0", "Interface" : "eth3" }] }) rout2 = (2,{ "Id" : 2, "Name":"router2", "Type": "Router", "Ram": "1024", "Os": "bento/ubuntu-16.04", "custom_script": "echo 'THIS IS CUSTUM SCRIPT'", "Network" : [{ "Ip": "192.168.2.254/24", "Netmask": "255.255.255.0", "Interface" : "eth1" },{ "Ip": "192.168.100.2/24", "Netmask": "255.255.255.0", "Interface" : "eth2" },{ "Ip": "192.168.102.2/24", "Netmask": "255.255.255.0", "Interface" : "eth3" }] }) rout3 = (3,{ "Id" : 3, "Name":"ruoter3", "Type": "Router", "Ram": "1024", "Os": "bento/ubuntu-16.04", "custom_script": "echo 'THIS IS CUSTUM SCRIPT'", "Network" : [{ "Ip": "192.168.3.254/24", "Netmask": "255.255.255.0", "Interface" : "eth1" },{ "Ip": "192.168.101.1/24", "Netmask": "255.255.255.0", "Interface" : "eth2" },{ "Ip": "192.168.102.1/24", "Netmask": "255.255.255.0", "Interface" : "eth3" }] }) MyNet = [host1,host2,host3,rout1,rout2,rout3] def remap(newList): print("-------------------") for item in newList: print("Looking at device " + str(item)) print("the TYPE is " + item["type"]) if item["type"] == "router" : for device in MyNet: if device[1]["Id"] is item["id"]: print("remap of device " + str(device[1]["Id"]) + " to device " + str(item["id"])) device[1]["Name"] = item["label"] device[1]["Ram"] = item["ram"] device[1]["Os"] = item["vm_image"] device[1]["Network"][0]["Ip"] = item["network_interfaces"][0]["ip_address"] device[1]["Network"][0]["Netmask"] = item["network_interfaces"][0]["netmask"] device[1]["Network"][0]["Interface"] = item["network_interfaces"][0]["name_interface"] device[1]["Network"][1]["Ip"] = item["network_interfaces"][1]["ip_address"] device[1]["Network"][1]["Netmask"] = item["network_interfaces"][1]["netmask"] device[1]["Network"][1]["Interface"] = item["network_interfaces"][1]["name_interface"] device[1]["Network"][2]["Ip"] = item["network_interfaces"][2]["ip_address"] device[1]["Network"][2]["Netmask"] = item["network_interfaces"][2]["netmask"] device[1]["Network"][2]["Interface"] = item["network_interfaces"][2]["name_interface"] for item in newList: if item["type"] == "host" : for device in MyNet: if device[1]["Id"] is item["id"]: print("remap of device " + str(device[1]["Id"]) + " to device " + str(item["id"])) device[1]["Name"] = item["label"] device[1]["Ram"] = item["ram"] device[1]["Os"] = item["vm_image"] device[1]["Network"][0]["Ip"] = item["network_interfaces"][0]["ip_address"] device[1]["Network"][0]["Netmask"] = item["network_interfaces"][0]["netmask"] device[1]["Network"][0]["Interface"] = item["network_interfaces"][0]["name_interface"] return MyNet """ def html_to_vagrantfile(nodes, edges): VagrantFile = open("Vagrantfile", "w") BeginVagrantFile(VagrantFile) for node in nodes: if node["type"] == "router": writeRouter(VagrantFile, node, edges) if node["type"] == "host": writeHost(VagrantFile, node, edges) VagrantFile.write("end\n") VagrantFile.close() #read the data structure from input #Network = G.nodes.data(): #file = codecs.open(network_path, "r", "utf-8") #html = file.read() #if "nodes = new vis.DataSet(" in html: #listOfDevice = find_between(html, "nodes = new vis.DataSet(" , ")") #print(listOfDevice) #listOfDevice = yaml.load(listOfDevice) #Network = remap(listOfDevice) #Network = listOfDevice #N.B per Luca, Network è già la lista dei nodi che puoi esplorare #first, let's write the beginnig of the VagrantFile #second, let's write each device with his feature #this topology has 3 hosts and 3 routers #call the respective function to "populate" the vagrant file #BeginVagrantFile(VagrantFile) #for device in Network: # typeOfDevice = device[1]["Type"] #print("the device is a " + typeOfDevice) # if typeOfDevice is "Router": # writeRouter(VagrantFile,device) #for device in Network: # typeOfDevice = device[1]["Type"] #print("the device is a " + typeOfDevice) # if typeOfDevice is "Host": # writeHost(VagrantFile,device)

19a064d12c2e513890077a2a3b62adfba76c2966

py

Python

airflow/dags/iotexetl_airflow/bigquery_utils.py

blockchain-etl/iotex-etl

bd350c3190acac35d17532eff383e05d08011e24

2020-07-04T13:53:38.000Z

2020-07-30T15:07:35.000Z

airflow/dags/iotexetl_airflow/bigquery_utils.py

blockchain-etl/iotex-etl

bd350c3190acac35d17532eff383e05d08011e24

2020-07-16T06:07:33.000Z

2020-08-20T10:35:10.000Z

airflow/dags/iotexetl_airflow/bigquery_utils.py

blockchain-etl/iotex-etl

bd350c3190acac35d17532eff383e05d08011e24

2021-01-20T10:06:20.000Z

2021-01-20T10:06:20.000Z

import json import logging from google.cloud import bigquery from google.api_core.exceptions import Conflict, NotFound, Forbidden from iotexetl_airflow.file_utils import read_file def create_dataset(client, dataset_name, project=None): dataset = client.dataset(dataset_name, project=project) try: logging.info('Creating new dataset ...') dataset = client.create_dataset(dataset) logging.info('New dataset created: ' + dataset_name) except Conflict as error: logging.info('Dataset already exists') except Forbidden as error: logging.info('User does not have bigquery.datasets.create permission in project') return dataset def submit_bigquery_job(job, configuration): try: logging.info('Creating a job: ' + json.dumps(configuration.to_api_repr())) result = job.result() logging.info(result) assert job.errors is None or len(job.errors) == 0 return result except Exception: logging.info(job.errors) raise def read_bigquery_schema_from_file(filepath): file_content = read_file(filepath) json_content = json.loads(file_content) return read_bigquery_schema_from_json_recursive(json_content) def read_bigquery_schema_from_json_recursive(json_schema): """ CAUTION: Recursive function This method can generate BQ schemas for nested records """ result = [] for field in json_schema: if field.get('type').lower() == 'record' and field.get('fields'): schema = bigquery.SchemaField( name=field.get('name'), field_type=field.get('type', 'STRING'), mode=field.get('mode', 'NULLABLE'), description=field.get('description'), fields=read_bigquery_schema_from_json_recursive(field.get('fields')) ) else: schema = bigquery.SchemaField( name=field.get('name'), field_type=field.get('type', 'STRING'), mode=field.get('mode', 'NULLABLE'), description=field.get('description') ) result.append(schema) return result def query(bigquery_client, sql, destination=None, priority=bigquery.QueryPriority.INTERACTIVE): job_config = bigquery.QueryJobConfig() job_config.destination = destination job_config.priority = priority logging.info('Executing query: ' + sql) query_job = bigquery_client.query(sql, location='US', job_config=job_config) submit_bigquery_job(query_job, job_config) assert query_job.state == 'DONE' def create_view(bigquery_client, sql, table_ref): table = bigquery.Table(table_ref) table.view_query = sql logging.info('Creating view: ' + json.dumps(table.to_api_repr())) try: table = bigquery_client.create_table(table) except Conflict: # https://cloud.google.com/bigquery/docs/managing-views table = bigquery_client.update_table(table, ['view_query']) assert table.table_id == table_ref.table_id return table def does_table_exist(bigquery_client, table_ref): try: table = bigquery_client.get_table(table_ref) except NotFound: return False return True

df678a6400bf8bf73819affa31fede801c9adee3

py

Python

src/erc20ABI.py

georgedaviesr3/web3-flashbots

3cbb266f32e215ca0ecf003c0c184735a4efa57a

src/erc20ABI.py

georgedaviesr3/web3-flashbots

3cbb266f32e215ca0ecf003c0c184735a4efa57a

src/erc20ABI.py

georgedaviesr3/web3-flashbots

3cbb266f32e215ca0ecf003c0c184735a4efa57a

abi = """ [{"inputs":[{"internalType":"string","name":"name","type":"string"},{"internalType":"string","name":"symbol","type":"string"},{"internalType":"uint256","name":"initialBalance","type":"uint256"},{"internalType":"address payable","name":"feeReceiver","type":"address"}],"stateMutability":"payable","type":"constructor"},{"anonymous":false,"inputs":[{"indexed":true,"internalType":"address","name":"owner","type":"address"},{"indexed":true,"internalType":"address","name":"spender","type":"address"},{"indexed":false,"internalType":"uint256","name":"value","type":"uint256"}],"name":"Approval","type":"event"},{"anonymous":false,"inputs":[{"indexed":true,"internalType":"address","name":"previousOwner","type":"address"},{"indexed":true,"internalType":"address","name":"newOwner","type":"address"}],"name":"OwnershipTransferred","type":"event"},{"anonymous":false,"inputs":[{"indexed":true,"internalType":"address","name":"from","type":"address"},{"indexed":true,"internalType":"address","name":"to","type":"address"},{"indexed":false,"internalType":"uint256","name":"value","type":"uint256"}],"name":"Transfer","type":"event"},{"inputs":[{"internalType":"address","name":"owner","type":"address"},{"internalType":"address","name":"spender","type":"address"}],"name":"allowance","outputs":[{"internalType":"uint256","name":"","type":"uint256"}],"stateMutability":"view","type":"function"},{"inputs":[{"internalType":"address","name":"spender","type":"address"},{"internalType":"uint256","name":"amount","type":"uint256"}],"name":"approve","outputs":[{"internalType":"bool","name":"","type":"bool"}],"stateMutability":"nonpayable","type":"function"},{"inputs":[{"internalType":"address","name":"account","type":"address"}],"name":"balanceOf","outputs":[{"internalType":"uint256","name":"","type":"uint256"}],"stateMutability":"view","type":"function"},{"inputs":[],"name":"decimals","outputs":[{"internalType":"uint8","name":"","type":"uint8"}],"stateMutability":"view","type":"function"},{"inputs":[{"internalType":"address","name":"spender","type":"address"},{"internalType":"uint256","name":"subtractedValue","type":"uint256"}],"name":"decreaseAllowance","outputs":[{"internalType":"bool","name":"","type":"bool"}],"stateMutability":"nonpayable","type":"function"},{"inputs":[],"name":"generator","outputs":[{"internalType":"string","name":"","type":"string"}],"stateMutability":"pure","type":"function"},{"inputs":[],"name":"getOwner","outputs":[{"internalType":"address","name":"","type":"address"}],"stateMutability":"view","type":"function"},{"inputs":[{"internalType":"address","name":"spender","type":"address"},{"internalType":"uint256","name":"addedValue","type":"uint256"}],"name":"increaseAllowance","outputs":[{"internalType":"bool","name":"","type":"bool"}],"stateMutability":"nonpayable","type":"function"},{"inputs":[],"name":"name","outputs":[{"internalType":"string","name":"","type":"string"}],"stateMutability":"view","type":"function"},{"inputs":[],"name":"owner","outputs":[{"internalType":"address","name":"","type":"address"}],"stateMutability":"view","type":"function"},{"inputs":[],"name":"renounceOwnership","outputs":[],"stateMutability":"nonpayable","type":"function"},{"inputs":[],"name":"symbol","outputs":[{"internalType":"string","name":"","type":"string"}],"stateMutability":"view","type":"function"},{"inputs":[],"name":"totalSupply","outputs":[{"internalType":"uint256","name":"","type":"uint256"}],"stateMutability":"view","type":"function"},{"inputs":[{"internalType":"address","name":"recipient","type":"address"},{"internalType":"uint256","name":"amount","type":"uint256"}],"name":"transfer","outputs":[{"internalType":"bool","name":"","type":"bool"}],"stateMutability":"nonpayable","type":"function"},{"inputs":[{"internalType":"address","name":"sender","type":"address"},{"internalType":"address","name":"recipient","type":"address"},{"internalType":"uint256","name":"amount","type":"uint256"}],"name":"transferFrom","outputs":[{"internalType":"bool","name":"","type":"bool"}],"stateMutability":"nonpayable","type":"function"},{"inputs":[{"internalType":"address","name":"newOwner","type":"address"}],"name":"transferOwnership","outputs":[],"stateMutability":"nonpayable","type":"function"},{"inputs":[],"name":"version","outputs":[{"internalType":"string","name":"","type":"string"}],"stateMutability":"view","type":"function"}]"""

03972863b1066e4187056dbc2a7e47c642010636

py

Python

app/YtManagerApp/migrations/0013_auto_20190922_1834.py

cyberjacob/ytsm

7e0bd75945b2bade0d38233e7fe890971d7909f2

2022-02-07T07:43:49.000Z

2022-02-07T07:43:49.000Z

app/YtManagerApp/migrations/0013_auto_20190922_1834.py

girlpunk/ytsm

7e0bd75945b2bade0d38233e7fe890971d7909f2

app/YtManagerApp/migrations/0013_auto_20190922_1834.py

girlpunk/ytsm

7e0bd75945b2bade0d38233e7fe890971d7909f2

# Generated by Django 2.2.5 on 2019-09-22 18:34 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('YtManagerApp', '0012_auto_20190819_1615'), ] operations = [ migrations.AlterField( model_name='video', name='name', field=models.TextField(), ), ]

0bb05c453490ab91c445164f878bfe14d7e386fb

py

Python

tests/integration/test_artist_searcher.py

LimaGuilherme/what-is-your-band-favorite-word-api

dff4a9ed120bdd9dca1ad72167aa963d15d810ca

tests/integration/test_artist_searcher.py

LimaGuilherme/what-is-your-band-favorite-word-api

dff4a9ed120bdd9dca1ad72167aa963d15d810ca

tests/integration/test_artist_searcher.py

LimaGuilherme/what-is-your-band-favorite-word-api

dff4a9ed120bdd9dca1ad72167aa963d15d810ca

from unittest import TestCase from src.lyrics.searchers import ArtistSearcher from src import configurations as config_module class TestArtistSearcher(TestCase): def setUp(self) -> None: self.config = config_module.get_config(config_type='full') def test_should_return_false_for_nonexistent_artist(self): artist_searcher = ArtistSearcher(self.config) is_valid = artist_searcher.is_this_artist_valid('Random Unknown Artist') self.assertEqual(is_valid, False) def test_should_return_true_for_existing_artist(self): artist_searcher = ArtistSearcher(self.config) is_valid = artist_searcher.is_this_artist_valid('Queen') self.assertEqual(is_valid, True)

2773d9879273afd833af34f3f64e90035bda8932

py

Python

rotkehlchen/tests/fixtures/db.py

sponnet/rotki

ff706784fbc80cc66035a5355418c5ecf93f13ba

rotkehlchen/tests/fixtures/db.py

sponnet/rotki

ff706784fbc80cc66035a5355418c5ecf93f13ba

2020-01-14T04:37:15.000Z

2020-01-14T04:37:15.000Z

rotkehlchen/tests/fixtures/db.py

sponnet/rotki

ff706784fbc80cc66035a5355418c5ecf93f13ba

import os from typing import Any, Dict, List, Optional import pytest from rotkehlchen.assets.asset import Asset from rotkehlchen.db.dbhandler import DBHandler from rotkehlchen.db.settings import ModifiableDBSettings from rotkehlchen.tests.utils.constants import DEFAULT_TESTS_MAIN_CURRENCY from rotkehlchen.typing import FilePath from rotkehlchen.user_messages import MessagesAggregator @pytest.fixture def username(): return 'testuser' @pytest.fixture(scope='session') def session_ignored_assets() -> Optional[List[Asset]]: return None @pytest.fixture def ignored_assets() -> Optional[List[Asset]]: return None @pytest.fixture(scope='session') def session_username(): return 'session_test_user' @pytest.fixture def data_dir(tmpdir_factory) -> FilePath: return FilePath(tmpdir_factory.mktemp('data')) @pytest.fixture(scope='session') def session_data_dir(tmpdir_factory) -> FilePath: return FilePath(tmpdir_factory.mktemp('session_data')) @pytest.fixture def user_data_dir(data_dir, username) -> FilePath: """Create and return the user data directory""" user_data_dir = os.path.join(data_dir, username) if not os.path.exists(user_data_dir): os.mkdir(user_data_dir) return FilePath(user_data_dir) @pytest.fixture(scope='session') def session_user_data_dir(session_data_dir, session_username): """Create and return the session scoped user data directory""" user_data_dir = os.path.join(session_data_dir, session_username) if not os.path.exists(user_data_dir): os.mkdir(user_data_dir) return user_data_dir def _init_database( data_dir: FilePath, password: str, msg_aggregator: MessagesAggregator, db_settings: Optional[Dict[str, Any]], ignored_assets: Optional[List[Asset]], ) -> DBHandler: db = DBHandler(data_dir, password, msg_aggregator) settings = { # DO not submit usage analytics during tests 'submit_usage_analytics': False, 'main_currency': DEFAULT_TESTS_MAIN_CURRENCY, } # Set the given db_settings. The pre-set values have priority unless overriden here if db_settings is not None: for key, value in db_settings.items(): settings[key] = value db.set_settings(ModifiableDBSettings(**settings)) if ignored_assets: for asset in ignored_assets: db.add_to_ignored_assets(asset) return db @pytest.fixture def database( user_data_dir, function_scope_messages_aggregator, db_password, db_settings, start_with_logged_in_user, ignored_assets, ) -> Optional[DBHandler]: if not start_with_logged_in_user: return None return _init_database( data_dir=user_data_dir, msg_aggregator=function_scope_messages_aggregator, password=db_password, db_settings=db_settings, ignored_assets=ignored_assets, ) @pytest.fixture(scope='session') def session_database( session_user_data_dir, messages_aggregator, session_db_password, session_db_settings, session_start_with_logged_in_user, session_ignored_assets, ) -> Optional[DBHandler]: if not session_start_with_logged_in_user: return None return _init_database( data_dir=session_user_data_dir, msg_aggregator=messages_aggregator, password=session_db_password, db_settings=session_db_settings, ignored_assets=session_ignored_assets, ) @pytest.fixture def db_settings() -> Optional[Dict[str, Any]]: return None @pytest.fixture(scope='session') def session_db_settings() -> Optional[Dict[str, Any]]: return None

7b3e1dfb834c67ebe41c25676a768dd032b10f78

py

Python

train_multi_step.py

ahsan-muzaheed/MTGNN

1d82bdddbbaca57e5c9634e13605f80f0d8dd3c6

train_multi_step.py

ahsan-muzaheed/MTGNN

1d82bdddbbaca57e5c9634e13605f80f0d8dd3c6

train_multi_step.py

ahsan-muzaheed/MTGNN

1d82bdddbbaca57e5c9634e13605f80f0d8dd3c6

import torch import numpy as np import argparse import time from util import * from trainer import Trainer from net import gtnet def str_to_bool(value): if isinstance(value, bool): return value if value.lower() in {'false', 'f', '0', 'no', 'n'}: return False elif value.lower() in {'true', 't', '1', 'yes', 'y'}: return True raise ValueError(f'{value} is not a valid boolean value') parser = argparse.ArgumentParser() #parser.add_argument('--device',type=str,default='cuda:1',help='') parser.add_argument('--device',type=str,default='cuda:0',help='') parser.add_argument('--data',type=str,default='data/METR-LA',help='data path') parser.add_argument('--adj_data', type=str,default='data/sensor_graph/adj_mx.pkl',help='adj data path') parser.add_argument('--gcn_true', type=str_to_bool, default=True, help='whether to add graph convolution layer') parser.add_argument('--buildA_true', type=str_to_bool, default=True,help='whether to construct adaptive adjacency matrix') parser.add_argument('--load_static_feature', type=str_to_bool, default=False,help='whether to load static feature') parser.add_argument('--cl', type=str_to_bool, default=True,help='whether to do curriculum learning') parser.add_argument('--gcn_depth',type=int,default=2,help='graph convolution depth') parser.add_argument('--num_nodes',type=int,default=207,help='number of nodes/variables') parser.add_argument('--dropout',type=float,default=0.3,help='dropout rate') parser.add_argument('--subgraph_size',type=int,default=20,help='k') parser.add_argument('--node_dim',type=int,default=40,help='dim of nodes') parser.add_argument('--dilation_exponential',type=int,default=1,help='dilation exponential') parser.add_argument('--conv_channels',type=int,default=32,help='convolution channels') parser.add_argument('--residual_channels',type=int,default=32,help='residual channels') parser.add_argument('--skip_channels',type=int,default=64,help='skip channels') parser.add_argument('--end_channels',type=int,default=128,help='end channels') parser.add_argument('--in_dim',type=int,default=2,help='inputs dimension') parser.add_argument('--seq_in_len',type=int,default=12,help='input sequence length') parser.add_argument('--seq_out_len',type=int,default=12,help='output sequence length') parser.add_argument('--layers',type=int,default=3,help='number of layers') parser.add_argument('--batch_size',type=int,default=64,help='batch size') parser.add_argument('--learning_rate',type=float,default=0.001,help='learning rate') parser.add_argument('--weight_decay',type=float,default=0.0001,help='weight decay rate') parser.add_argument('--clip',type=int,default=5,help='clip') parser.add_argument('--step_size1',type=int,default=2500,help='step_size') parser.add_argument('--step_size2',type=int,default=100,help='step_size') parser.add_argument('--epochs',type=int,default=100,help='') parser.add_argument('--print_every',type=int,default=50,help='') parser.add_argument('--seed',type=int,default=101,help='random seed') parser.add_argument('--save',type=str,default='./save/',help='save path') parser.add_argument('--expid',type=int,default=1,help='experiment id') parser.add_argument('--propalpha',type=float,default=0.05,help='prop alpha') parser.add_argument('--tanhalpha',type=float,default=3,help='adj alpha') parser.add_argument('--num_split',type=int,default=1,help='number of splits for graphs') parser.add_argument('--runs',type=int,default=10,help='number of runs') args = parser.parse_args() torch.set_num_threads(3) def main(runid): # torch.manual_seed(args.seed) # torch.backends.cudnn.deterministic = True # torch.backends.cudnn.benchmark = False # np.random.seed(args.seed) #load data device = torch.device(args.device) dataloader = load_dataset(args.data, args.batch_size, args.batch_size, args.batch_size) scaler = dataloader['scaler'] predefined_A = load_adj(args.adj_data) predefined_A = torch.tensor(predefined_A)-torch.eye(args.num_nodes) predefined_A = predefined_A.to(device) # if args.load_static_feature: # static_feat = load_node_feature('data/sensor_graph/location.csv') # else: # static_feat = None model = gtnet(args.gcn_true, args.buildA_true, args.gcn_depth, args.num_nodes, device, predefined_A=predefined_A, dropout=args.dropout, subgraph_size=args.subgraph_size, node_dim=args.node_dim, dilation_exponential=args.dilation_exponential, conv_channels=args.conv_channels, residual_channels=args.residual_channels, skip_channels=args.skip_channels, end_channels= args.end_channels, seq_length=args.seq_in_len, in_dim=args.in_dim, out_dim=args.seq_out_len, layers=args.layers, propalpha=args.propalpha, tanhalpha=args.tanhalpha, layer_norm_affline=True) print(args) print('The recpetive field size is', model.receptive_field) nParams = sum([p.nelement() for p in model.parameters()]) print('Number of model parameters is', nParams) engine = Trainer(model, args.learning_rate, args.weight_decay, args.clip, args.step_size1, args.seq_out_len, scaler, device, args.cl) print("start training...",flush=True) his_loss =[] val_time = [] train_time = [] minl = 1e5 for i in range(1,args.epochs+1): train_loss = [] train_mape = [] train_rmse = [] t1 = time.time() dataloader['train_loader'].shuffle() for iter, (x, y) in enumerate(dataloader['train_loader'].get_iterator()): trainx = torch.Tensor(x).to(device) trainx= trainx.transpose(1, 3) trainy = torch.Tensor(y).to(device) trainy = trainy.transpose(1, 3) if iter%args.step_size2==0: perm = np.random.permutation(range(args.num_nodes)) num_sub = int(args.num_nodes/args.num_split) for j in range(args.num_split): if j != args.num_split-1: id = perm[j * num_sub:(j + 1) * num_sub] else: id = perm[j * num_sub:] id = torch.tensor(id).to(device) tx = trainx[:, :, id, :] ty = trainy[:, :, id, :] metrics = engine.train(tx, ty[:,0,:,:],id) train_loss.append(metrics[0]) train_mape.append(metrics[1]) train_rmse.append(metrics[2]) if iter % args.print_every == 0 : log = 'Iter: {:03d}, Train Loss: {:.4f}, Train MAPE: {:.4f}, Train RMSE: {:.4f}' print(log.format(iter, train_loss[-1], train_mape[-1], train_rmse[-1]),flush=True) t2 = time.time() train_time.append(t2-t1) #validation valid_loss = [] valid_mape = [] valid_rmse = [] s1 = time.time() for iter, (x, y) in enumerate(dataloader['val_loader'].get_iterator()): testx = torch.Tensor(x).to(device) testx = testx.transpose(1, 3) testy = torch.Tensor(y).to(device) testy = testy.transpose(1, 3) metrics = engine.eval(testx, testy[:,0,:,:]) valid_loss.append(metrics[0]) valid_mape.append(metrics[1]) valid_rmse.append(metrics[2]) s2 = time.time() log = 'Epoch: {:03d}, Inference Time: {:.4f} secs' print(log.format(i,(s2-s1))) val_time.append(s2-s1) mtrain_loss = np.mean(train_loss) mtrain_mape = np.mean(train_mape) mtrain_rmse = np.mean(train_rmse) mvalid_loss = np.mean(valid_loss) mvalid_mape = np.mean(valid_mape) mvalid_rmse = np.mean(valid_rmse) his_loss.append(mvalid_loss) log = 'Epoch: {:03d}, Train Loss: {:.4f}, Train MAPE: {:.4f}, Train RMSE: {:.4f}, Valid Loss: {:.4f}, Valid MAPE: {:.4f}, Valid RMSE: {:.4f}, Training Time: {:.4f}/epoch' print(log.format(i, mtrain_loss, mtrain_mape, mtrain_rmse, mvalid_loss, mvalid_mape, mvalid_rmse, (t2 - t1)),flush=True) if mvalid_loss<minl: torch.save(engine.model.state_dict(), args.save + "exp" + str(args.expid) + "_" + str(runid) +".pth") minl = mvalid_loss print("Average Training Time: {:.4f} secs/epoch".format(np.mean(train_time))) print("Average Inference Time: {:.4f} secs".format(np.mean(val_time))) bestid = np.argmin(his_loss) engine.model.load_state_dict(torch.load(args.save + "exp" + str(args.expid) + "_" + str(runid) +".pth")) print("Training finished") print("The valid loss on best model is", str(round(his_loss[bestid],4))) #valid data outputs = [] realy = torch.Tensor(dataloader['y_val']).to(device) realy = realy.transpose(1,3)[:,0,:,:] for iter, (x, y) in enumerate(dataloader['val_loader'].get_iterator()): testx = torch.Tensor(x).to(device) testx = testx.transpose(1,3) with torch.no_grad(): preds = engine.model(testx) preds = preds.transpose(1,3) outputs.append(preds.squeeze()) yhat = torch.cat(outputs,dim=0) yhat = yhat[:realy.size(0),...] pred = scaler.inverse_transform(yhat) vmae, vmape, vrmse = metric(pred,realy) #test data outputs = [] realy = torch.Tensor(dataloader['y_test']).to(device) realy = realy.transpose(1, 3)[:, 0, :, :] for iter, (x, y) in enumerate(dataloader['test_loader'].get_iterator()): testx = torch.Tensor(x).to(device) testx = testx.transpose(1, 3) with torch.no_grad(): preds = engine.model(testx) preds = preds.transpose(1, 3) outputs.append(preds.squeeze()) yhat = torch.cat(outputs, dim=0) yhat = yhat[:realy.size(0), ...] mae = [] mape = [] rmse = [] for i in range(args.seq_out_len): pred = scaler.inverse_transform(yhat[:, :, i]) real = realy[:, :, i] metrics = metric(pred, real) log = 'Evaluate best model on test data for horizon {:d}, Test MAE: {:.4f}, Test MAPE: {:.4f}, Test RMSE: {:.4f}' print(log.format(i + 1, metrics[0], metrics[1], metrics[2])) mae.append(metrics[0]) mape.append(metrics[1]) rmse.append(metrics[2]) return vmae, vmape, vrmse, mae, mape, rmse if __name__ == "__main__": vmae = [] vmape = [] vrmse = [] mae = [] mape = [] rmse = [] for i in range(args.runs): vm1, vm2, vm3, m1, m2, m3 = main(i) vmae.append(vm1) vmape.append(vm2) vrmse.append(vm3) mae.append(m1) mape.append(m2) rmse.append(m3) mae = np.array(mae) mape = np.array(mape) rmse = np.array(rmse) amae = np.mean(mae,0) amape = np.mean(mape,0) armse = np.mean(rmse,0) smae = np.std(mae,0) smape = np.std(mape,0) srmse = np.std(rmse,0) print('\n\nResults for 10 runs\n\n') #valid data print('valid\tMAE\tRMSE\tMAPE') log = 'mean:\t{:.4f}\t{:.4f}\t{:.4f}' print(log.format(np.mean(vmae),np.mean(vrmse),np.mean(vmape))) log = 'std:\t{:.4f}\t{:.4f}\t{:.4f}' print(log.format(np.std(vmae),np.std(vrmse),np.std(vmape))) print('\n\n') #test data print('test|horizon\tMAE-mean\tRMSE-mean\tMAPE-mean\tMAE-std\tRMSE-std\tMAPE-std') for i in [2,5,11]: log = '{:d}\t{:.4f}\t{:.4f}\t{:.4f}\t{:.4f}\t{:.4f}\t{:.4f}' print(log.format(i+1, amae[i], armse[i], amape[i], smae[i], srmse[i], smape[i]))

e4fd6a1d25a14612f71157f2be50ad791d58941f

py

Python

cgcrepair/utils/parse/cwe.py

epicosy/cgc-repair

f347a29ef482019563402684e585080836d3d093

cgcrepair/utils/parse/cwe.py

epicosy/cgc-repair

f347a29ef482019563402684e585080836d3d093

cgcrepair/utils/parse/cwe.py

epicosy/cgc-repair

f347a29ef482019563402684e585080836d3d093

import itertools from typing import Union, List import pandas as pd import re CWE_REGEX = r'CWE-\d{1,4}' PARENT_CWE = r"^::NATURE:ChildOf:CWE ID:(\d{1,4}):" PRECEDE_CWE = r"::NATURE:CanPrecede:CWE ID:(\d{1,4}):" PEER_CWE = r"::NATURE:PeerOf:CWE ID:(\d{1,4}):" ALIAS_CWE = r"::NATURE:CanAlsoBe:CWE ID:(\d{1,4}):" # TODO: fix this path, can not remain like this cwe_dict = pd.read_csv('/usr/local/share/cwe_dict.csv', index_col=False) cwe_dict.rename(columns={'CWE-ID': 'cwe_id', 'Name': 'name', 'Related Weaknesses': 'relatives'}, inplace=True) no_null_relatives = cwe_dict[cwe_dict.relatives.notnull()] cwe_alias = {} cwe_precedents = {} def cwe_from_info(description: str) -> list: return re.findall(CWE_REGEX, description) def most_common(lst: list): return max(itertools.groupby(sorted(lst)), key=lambda tup: (len(list(tup[1])), -lst.index(tup[0])))[0] def populate_relatives(): def get_aliases(relatives: str): return re.findall(ALIAS_CWE, relatives) def get_peers(relatives: str): return re.findall(PEER_CWE, relatives) def get_precedents(relatives: str): return re.findall(PRECEDE_CWE, relatives) for i, row in no_null_relatives.iterrows(): aliases = get_aliases(row.relatives) peers = get_peers(row.relatives) precedents = get_precedents(row.relatives) if aliases: for alias in aliases: cwe_alias[int(alias)] = row.cwe_id if peers: for peer in peers: cwe_alias[int(peer)] = row.cwe_id if precedents: for precedent in precedents: cwe_precedents[int(precedent)] = row.cwe_id def match_parent_cwe(related_weakness: str) -> Union[int, None]: match = re.match(PARENT_CWE, related_weakness) if match: return int(match.group(1)) else: return None def get_parent(cwe_id: int) -> Union[int, None]: if not cwe_id: return None cwe_row = no_null_relatives[no_null_relatives.cwe_id == cwe_id] if cwe_row.empty: return None return match_parent_cwe(cwe_row.relatives.values[0]) def top_parent(cwe_id: int, previous: int = None, count: int = 2, depth: int = 0) -> int: if not cwe_id: return previous if depth == count: if cwe_id: return cwe_id return previous parent = get_parent(cwe_id) alias = cwe_alias.get(cwe_id) if parent: return top_parent(parent, cwe_id, count, depth + 1) elif alias: return top_parent(alias, cwe_id, count, depth + 1) else: return cwe_id def get_name(cwe_id: int) -> str: if not cwe_id: return "" cwe_row = cwe_dict[cwe_dict.cwe_id == cwe_id] if cwe_row.empty: return "" return cwe_row.name.values[0] def main_cwe(cwe_ids: List[int], count: int): if not cwe_ids: return None parents = [top_parent(cwe_id, count=count) for cwe_id in cwe_ids] if len(parents) > 1: return most_common(parents) return parents[0] populate_relatives()

7cc1ba6fcd7109c4840283fc4721084c9585eba6

py

Python

suii_mux_manager_comm/src/suii_mux_manager_comm/yaml_handler.py

RoboHubEindhoven/suii_control

312114ca878d8659e04a1ae8f1cfe7454dd9d060

suii_mux_manager_comm/src/suii_mux_manager_comm/yaml_handler.py

RoboHubEindhoven/suii_control

312114ca878d8659e04a1ae8f1cfe7454dd9d060

suii_mux_manager_comm/src/suii_mux_manager_comm/yaml_handler.py

RoboHubEindhoven/suii_control

312114ca878d8659e04a1ae8f1cfe7454dd9d060

from yaml_objects import * import yaml import string ## ===== YAMLReader ===== ## # Input: Path # Output: A parsed YAML Object class YAMLReader(): @staticmethod def load(path): yaml_file = None with open(path, 'r') as stream: try: yaml_file = yaml.safe_load(stream) except yaml.YAMLError as exc: print(exc) return None return yaml_file ## ===== YAMLHandler ===== ## # Get specific data from YAML class YAMLHandler(): def __init__(self, path=""): self.path = path self.data = None def load(self): if (self.path != ""): self.data = YAMLReader.load(self.path) return self.data != None def get_table_height_for (self, destination_str): # Data is a dictionary of waypoints # With baby dictionaries inside for waypoint_key, waypoint_value in self.data.items(): if (waypoint_value['location']['description'] == destination_str): return waypoint_value['service_area']['height'] return -1 def get_pose_for(self, destination_str): # Data is a dictionary of waypoints # With baby dictionaries inside for waypoint_key, waypoint_value in self.data.items(): if (waypoint_value['location']['description'] == destination_str): orientation = [waypoint_value['pose']['orientation']['w'], waypoint_value['pose']['orientation']['x'], waypoint_value['pose']['orientation']['y'], waypoint_value['pose']['orientation']['z']] position = [waypoint_value['pose']['position']['x'], waypoint_value['pose']['position']['y'], waypoint_value['pose']['position']['z']] return orientation, position return None, None # for task in self.data: # if (type(task) == NavigationTask): # lower_string = string.lower(task.destination.description) # if (lower_string == string.lower(destination_str)): # # w, x, y, z # orientation = [task.destination.orientation.w, task.destination.orientation.x, # task.destination.orientation.y, task.destination.orientation.z] # # x, y, z # position = [task.destination.position.x, task.destination.position.y, task.destination.position.z] # return orientation, position # return None, None

ff4b18b3c9d2186f572be37fecdb37eb10a9c7c1

py

Python

day7/day7.py

hmcc/advent-of-code-2021

6f9a2fc713901ca03eecf90fb0c2fa183a2b323f

day7/day7.py

hmcc/advent-of-code-2021

6f9a2fc713901ca03eecf90fb0c2fa183a2b323f

day7/day7.py

hmcc/advent-of-code-2021

6f9a2fc713901ca03eecf90fb0c2fa183a2b323f

def read_input(filename): with open(filename) as file: positions = [int(n) for n in file.readline().strip().split(',')] return positions def triangle(n): return int(n * (n + 1) / 2) def cost_one(positions, position): return sum(abs(x - position) for x in positions) def cost_two(positions, position): return sum(triangle(abs(x - position)) for x in positions) def solve(positions, cost_fn): costs = [cost_fn(positions, idx) for idx, _ in enumerate(positions)] return min(costs) def part_one(filename): return solve(read_input(filename), cost_one) def part_two(filename): return solve(read_input(filename), cost_two) print(part_two('day7/input'))

98a0b099b8c881469b789098bd6c6fb63efcdf6c

py

Python

oss2/resumable.py

perfectworks/aliyun-oss-python-sdk

026257304c23e9717c608486f9fa8b981ef569fc

oss2/resumable.py

perfectworks/aliyun-oss-python-sdk

026257304c23e9717c608486f9fa8b981ef569fc

oss2/resumable.py

perfectworks/aliyun-oss-python-sdk

026257304c23e9717c608486f9fa8b981ef569fc

# -*- coding: utf-8 -*- """ oss2.resumable ~~~~~~~~~~~~~~ 该模块包含了断点续传相关的函数和类。 """ import os from . import utils from . import iterators from . import exceptions from . import defaults from .models import PartInfo from .compat import json, stringify, to_unicode from .task_queue import TaskQueue import functools import threading import random import string import logging import shutil _MAX_PART_COUNT = 10000 _MIN_PART_SIZE = 100 * 1024 logger = logging.getLogger(__name__) def resumable_upload(bucket, key, filename, store=None, headers=None, multipart_threshold=None, part_size=None, progress_callback=None, num_threads=None): """断点上传本地文件。 实现中采用分片上传方式上传本地文件，缺省的并发数是 `oss2.defaults.multipart_num_threads` ，并且在 本地磁盘保存已经上传的分片信息。如果因为某种原因上传被中断，下次上传同样的文件，即源文件和目标文件路径都 一样，就只会上传缺失的分片。 缺省条件下，该函数会在用户 `HOME` 目录下保存断点续传的信息。当待上传的本地文件没有发生变化， 且目标文件名没有变化时，会根据本地保存的信息，从断点开始上传。 :param bucket: :class:`Bucket <oss2.Bucket>` 对象 :param key: 上传到用户空间的文件名 :param filename: 待上传本地文件名 :param store: 用来保存断点信息的持久存储，参见 :class:`ResumableStore` 的接口。如不指定，则使用 `ResumableStore` 。 :param headers: 传给 `put_object` 或 `init_multipart_upload` 的HTTP头部 :param multipart_threshold: 文件长度大于该值时，则用分片上传。 :param part_size: 指定分片上传的每个分片的大小。如不指定，则自动计算。 :param progress_callback: 上传进度回调函数。参见 :ref:`progress_callback` 。 :param num_threads: 并发上传的线程数，如不指定则使用 `oss2.defaults.multipart_num_threads` 。 """ size = os.path.getsize(filename) multipart_threshold = defaults.get(multipart_threshold, defaults.multipart_threshold) if size >= multipart_threshold: uploader = _ResumableUploader(bucket, key, filename, size, store, part_size=part_size, headers=headers, progress_callback=progress_callback, num_threads=num_threads) result = uploader.upload() else: with open(to_unicode(filename), 'rb') as f: result = bucket.put_object(key, f, headers=headers, progress_callback=progress_callback) return result def resumable_download(bucket, key, filename, multiget_threshold=None, part_size=None, progress_callback=None, num_threads=None, store=None): """断点下载。 实现的方法是： #. 在本地创建一个临时文件，文件名由原始文件名加上一个随机的后缀组成； #. 通过指定请求的 `Range` 头按照范围并发读取OSS文件，并写入到临时文件里对应的位置； #. 全部完成之后，把临时文件重命名为目标文件 （即 `filename` ） 在上述过程中，断点信息，即已经完成的范围，会保存在磁盘上。因为某种原因下载中断，后续如果下载 同样的文件，也就是源文件和目标文件一样，就会先读取断点信息，然后只下载缺失的部分。 缺省设置下，断点信息保存在 `HOME` 目录的一个子目录下。可以通过 `store` 参数更改保存位置。 使用该函数应注意如下细节： #. 对同样的源文件、目标文件，避免多个程序（线程）同时调用该函数。因为断点信息会在磁盘上互相覆盖，或临时文件名会冲突。 #. 避免使用太小的范围（分片），即 `part_size` 不宜过小，建议大于或等于 `oss2.defaults.multiget_part_size` 。 #. 如果目标文件已经存在，那么该函数会覆盖此文件。 :param bucket: :class:`Bucket <oss2.Bucket>` 对象。 :param str key: 待下载的远程文件名。 :param str filename: 本地的目标文件名。 :param int multiget_threshold: 文件长度大于该值时，则使用断点下载。 :param int part_size: 指定期望的分片大小，即每个请求获得的字节数，实际的分片大小可能有所不同。 :param progress_callback: 下载进度回调函数。参见 :ref:`progress_callback` 。 :param num_threads: 并发下载的线程数，如不指定则使用 `oss2.defaults.multiget_num_threads` 。 :param store: 用来保存断点信息的持久存储，可以指定断点信息所在的目录。 :type store: `ResumableDownloadStore` :raises: 如果OSS文件不存在，则抛出 :class:`NotFound <oss2.exceptions.NotFound>` ；也有可能抛出其他因下载文件而产生的异常。 """ multiget_threshold = defaults.get(multiget_threshold, defaults.multiget_threshold) result = bucket.head_object(key) if result.content_length >= multiget_threshold: downloader = _ResumableDownloader(bucket, key, filename, _ObjectInfo.make(result), part_size=part_size, progress_callback=progress_callback, num_threads=num_threads, store=store) downloader.download() else: bucket.get_object_to_file(key, filename, progress_callback=progress_callback) _MAX_MULTIGET_PART_COUNT = 100 def determine_part_size(total_size, preferred_size=None): """确定分片上传是分片的大小。 :param int total_size: 总共需要上传的长度 :param int preferred_size: 用户期望的分片大小。如果不指定则采用defaults.part_size :return: 分片大小 """ if not preferred_size: preferred_size = defaults.part_size return _determine_part_size_internal(total_size, preferred_size, _MAX_PART_COUNT) def _determine_part_size_internal(total_size, preferred_size, max_count): if total_size < preferred_size: return total_size if preferred_size * max_count < total_size: if total_size % max_count: return total_size // max_count + 1 else: return total_size // max_count else: return preferred_size def _split_to_parts(total_size, part_size): parts = [] num_parts = utils.how_many(total_size, part_size) for i in range(num_parts): if i == num_parts - 1: start = i * part_size end = total_size else: start = i * part_size end = part_size + start parts.append(_PartToProcess(i + 1, start, end)) return parts class _ResumableOperation(object): def __init__(self, bucket, key, filename, size, store, progress_callback=None): self.bucket = bucket self.key = key self.filename = filename self.size = size self._abspath = os.path.abspath(filename) self.__store = store self.__record_key = self.__store.make_store_key(bucket.bucket_name, key, self._abspath) logger.info('key is {0}'.format(self.__record_key)) # protect self.__progress_callback self.__plock = threading.Lock() self.__progress_callback = progress_callback def _del_record(self): self.__store.delete(self.__record_key) def _put_record(self, record): self.__store.put(self.__record_key, record) def _get_record(self): return self.__store.get(self.__record_key) def _report_progress(self, consumed_size): if self.__progress_callback: with self.__plock: self.__progress_callback(consumed_size, self.size) class _ObjectInfo(object): def __init__(self): self.size = None self.etag = None self.mtime = None @staticmethod def make(head_object_result): objectInfo = _ObjectInfo() objectInfo.size = head_object_result.content_length objectInfo.etag = head_object_result.etag objectInfo.mtime = head_object_result.last_modified return objectInfo class _ResumableDownloader(_ResumableOperation): def __init__(self, bucket, key, filename, objectInfo, part_size=None, store=None, progress_callback=None, num_threads=None): super(_ResumableDownloader, self).__init__(bucket, key, filename, objectInfo.size, store or ResumableDownloadStore(), progress_callback=progress_callback) self.objectInfo = objectInfo self.__part_size = defaults.get(part_size, defaults.multiget_part_size) self.__part_size = _determine_part_size_internal(self.size, self.__part_size, _MAX_MULTIGET_PART_COUNT) self.__tmp_file = None self.__num_threads = defaults.get(num_threads, defaults.multiget_num_threads) self.__finished_parts = None self.__finished_size = None # protect record self.__lock = threading.Lock() self.__record = None def download(self): self.__load_record() parts_to_download = self.__get_parts_to_download() # create tmp file if it is does not exist open(self.__tmp_file, 'a').close() q = TaskQueue(functools.partial(self.__producer, parts_to_download=parts_to_download), [self.__consumer] * self.__num_threads) q.run() utils.force_rename(self.__tmp_file, self.filename) self._report_progress(self.size) self._del_record() def __producer(self, q, parts_to_download=None): for part in parts_to_download: q.put(part) def __consumer(self, q): while q.ok(): part = q.get() if part is None: break self.__download_part(part) def __download_part(self, part): self._report_progress(self.__finished_size) with open(self.__tmp_file, 'rb+') as f: f.seek(part.start, os.SEEK_SET) headers = {'If-Match': self.objectInfo.etag, 'If-Unmodified-Since': utils.http_date(self.objectInfo.mtime)} result = self.bucket.get_object(self.key, byte_range=(part.start, part.end - 1), headers=headers) utils.copyfileobj_and_verify(result, f, part.end - part.start, request_id=result.request_id) self.__finish_part(part) def __load_record(self): record = self._get_record() if record and not self.is_record_sane(record): self._del_record() record = None if record and not os.path.exists(self.filename + record['tmp_suffix']): self._del_record() record = None if record and self.__is_remote_changed(record): utils.silently_remove(self.filename + record['tmp_suffix']) self._del_record() record = None if not record: record = {'mtime': self.objectInfo.mtime, 'etag': self.objectInfo.etag, 'size': self.objectInfo.size, 'bucket': self.bucket.bucket_name, 'key': self.key, 'part_size': self.__part_size, 'tmp_suffix': self.__gen_tmp_suffix(), 'abspath': self._abspath, 'parts': []} self._put_record(record) self.__tmp_file = self.filename + record['tmp_suffix'] self.__part_size = record['part_size'] self.__finished_parts = list(_PartToProcess(p['part_number'], p['start'], p['end']) for p in record['parts']) self.__finished_size = sum(p.size for p in self.__finished_parts) self.__record = record def __get_parts_to_download(self): assert self.__record all_set = set(_split_to_parts(self.size, self.__part_size)) finished_set = set(self.__finished_parts) return sorted(list(all_set - finished_set), key=lambda p: p.part_number) @staticmethod def is_record_sane(record): try: for key in ('etag', 'tmp_suffix', 'abspath', 'bucket', 'key'): if not isinstance(record[key], str): logger.info('{0} is not a string: {1}, but {2}'.format(key, record[key], record[key].__class__)) return False for key in ('part_size', 'size', 'mtime'): if not isinstance(record[key], int): logger.info('{0} is not an integer: {1}, but {2}'.format(key, record[key], record[key].__class__)) return False for key in ('parts'): if not isinstance(record['parts'], list): logger.info('{0} is not a list: {1}, but {2}'.format(key, record[key], record[key].__class__)) return False except KeyError as e: logger.info('Key not found: {0}'.format(e.args)) return False return True def __is_remote_changed(self, record): return (record['mtime'] != self.objectInfo.mtime or record['size'] != self.objectInfo.size or record['etag'] != self.objectInfo.etag) def __finish_part(self, part): logger.debug('finishing part: part_number={0}, start={1}, end={2}'.format(part.part_number, part.start, part.end)) with self.__lock: self.__finished_parts.append(part) self.__finished_size += part.size self.__record['parts'].append({'part_number': part.part_number, 'start': part.start, 'end': part.end}) self._put_record(self.__record) def __gen_tmp_suffix(self): return '.tmp-' + ''.join(random.choice(string.ascii_lowercase) for i in range(12)) class _ResumableUploader(_ResumableOperation): """以断点续传方式上传文件。 :param bucket: :class:`Bucket <oss2.Bucket>` 对象 :param key: 文件名 :param filename: 待上传的文件名 :param size: 文件总长度 :param store: 用来保存进度的持久化存储 :param headers: 传给 `init_multipart_upload` 的HTTP头部 :param part_size: 分片大小。优先使用用户提供的值。如果用户没有指定，那么对于新上传，计算出一个合理值；对于老的上传，采用第一个 分片的大小。 :param progress_callback: 上传进度回调函数。参见 :ref:`progress_callback` 。 """ def __init__(self, bucket, key, filename, size, store=None, headers=None, part_size=None, progress_callback=None, num_threads=None): super(_ResumableUploader, self).__init__(bucket, key, filename, size, store or ResumableStore(), progress_callback=progress_callback) self.__headers = headers self.__part_size = defaults.get(part_size, defaults.part_size) self.__mtime = os.path.getmtime(filename) self.__num_threads = defaults.get(num_threads, defaults.multipart_num_threads) self.__upload_id = None # protect below fields self.__lock = threading.Lock() self.__record = None self.__finished_size = 0 self.__finished_parts = None def upload(self): self.__load_record() parts_to_upload = self.__get_parts_to_upload(self.__finished_parts) parts_to_upload = sorted(parts_to_upload, key=lambda p: p.part_number) q = TaskQueue(functools.partial(self.__producer, parts_to_upload=parts_to_upload), [self.__consumer] * self.__num_threads) q.run() self._report_progress(self.size) result = self.bucket.complete_multipart_upload(self.key, self.__upload_id, self.__finished_parts) self._del_record() return result def __producer(self, q, parts_to_upload=None): for part in parts_to_upload: q.put(part) def __consumer(self, q): while True: part = q.get() if part is None: break self.__upload_part(part) def __upload_part(self, part): with open(to_unicode(self.filename), 'rb') as f: self._report_progress(self.__finished_size) f.seek(part.start, os.SEEK_SET) result = self.bucket.upload_part(self.key, self.__upload_id, part.part_number, utils.SizedFileAdapter(f, part.size)) self.__finish_part(PartInfo(part.part_number, result.etag, size=part.size)) def __finish_part(self, part_info): with self.__lock: self.__finished_parts.append(part_info) self.__finished_size += part_info.size self.__record['parts'].append({'part_number': part_info.part_number, 'etag': part_info.etag}) self._put_record(self.__record) def __load_record(self): record = self._get_record() if record and not _is_record_sane(record): self._del_record() record = None if record and self.__file_changed(record): logger.debug('{0} was changed, clear the record.'.format(self.filename)) self._del_record() record = None if record and not self.__upload_exists(record['upload_id']): logger.debug('{0} upload not exist, clear the record.'.format(record['upload_id'])) self._del_record() record = None if not record: part_size = determine_part_size(self.size, self.__part_size) upload_id = self.bucket.init_multipart_upload(self.key, headers=self.__headers).upload_id record = {'upload_id': upload_id, 'mtime': self.__mtime, 'size': self.size, 'parts': [], 'abspath': self._abspath, 'bucket': self.bucket.bucket_name, 'key': self.key, 'part_size': part_size} logger.debug('put new record upload_id={0} part_size={1}'.format(upload_id, part_size)) self._put_record(record) self.__record = record self.__part_size = self.__record['part_size'] self.__upload_id = self.__record['upload_id'] self.__finished_parts = self.__get_finished_parts() self.__finished_size = sum(p.size for p in self.__finished_parts) def __get_finished_parts(self): last_part_number = utils.how_many(self.size, self.__part_size) parts = [] for p in self.__record['parts']: part_info = PartInfo(int(p['part_number']), p['etag']) if part_info.part_number == last_part_number: part_info.size = self.size % self.__part_size else: part_info.size = self.__part_size parts.append(part_info) return parts def __upload_exists(self, upload_id): try: list(iterators.PartIterator(self.bucket, self.key, upload_id, '0', max_parts=1)) except exceptions.NoSuchUpload: return False else: return True def __file_changed(self, record): return record['mtime'] != self.__mtime or record['size'] != self.size def __get_parts_to_upload(self, parts_uploaded): all_parts = _split_to_parts(self.size, self.__part_size) if not parts_uploaded: return all_parts all_parts_map = dict((p.part_number, p) for p in all_parts) for uploaded in parts_uploaded: if uploaded.part_number in all_parts_map: del all_parts_map[uploaded.part_number] return all_parts_map.values() _UPLOAD_TEMP_DIR = '.py-oss-upload' _DOWNLOAD_TEMP_DIR = '.py-oss-download' class _ResumableStoreBase(object): def __init__(self, root, dir): self.dir = os.path.join(root, dir) if os.path.isdir(self.dir): return utils.makedir_p(self.dir) def get(self, key): pathname = self.__path(key) logger.debug('get key={0}, pathname={1}'.format(key, pathname)) if not os.path.exists(pathname): return None # json.load()返回的总是unicode，对于Python2，我们将其转换 # 为str。 try: with open(to_unicode(pathname), 'r') as f: content = json.load(f) except ValueError: os.remove(pathname) return None else: return stringify(content) def put(self, key, value): pathname = self.__path(key) with open(to_unicode(pathname), 'w') as f: json.dump(value, f) logger.debug('put key={0}, pathname={1}'.format(key, pathname)) def delete(self, key): pathname = self.__path(key) os.remove(pathname) logger.debug('del key={0}, pathname={1}'.format(key, pathname)) def __path(self, key): return os.path.join(self.dir, key) def _normalize_path(path): return os.path.normpath(os.path.normcase(path)) class ResumableStore(_ResumableStoreBase): """保存断点上传断点信息的类。 每次上传的信息会保存在 `root/dir/` 下面的某个文件里。 :param str root: 父目录，缺省为HOME :param str dir: 子目录，缺省为 `_UPLOAD_TEMP_DIR` """ def __init__(self, root=None, dir=None): super(ResumableStore, self).__init__(root or os.path.expanduser('~'), dir or _UPLOAD_TEMP_DIR) @staticmethod def make_store_key(bucket_name, key, filename): filepath = _normalize_path(filename) oss_pathname = 'oss://{0}/{1}'.format(bucket_name, key) return utils.md5_string(oss_pathname) + '-' + utils.md5_string(filepath) class ResumableDownloadStore(_ResumableStoreBase): """保存断点下载断点信息的类。 每次下载的断点信息会保存在 `root/dir/` 下面的某个文件里。 :param str root: 父目录，缺省为HOME :param str dir: 子目录，缺省为 `_DOWNLOAD_TEMP_DIR` """ def __init__(self, root=None, dir=None): super(ResumableDownloadStore, self).__init__(root or os.path.expanduser('~'), dir or _DOWNLOAD_TEMP_DIR) @staticmethod def make_store_key(bucket_name, key, filename): filepath = _normalize_path(filename) oss_pathname = 'oss://{0}/{1}'.format(bucket_name, key) return utils.md5_string(oss_pathname) + '-' + utils.md5_string(filepath) + '-download' def make_upload_store(root=None, dir=None): return ResumableStore(root=root, dir=dir) def make_download_store(root=None, dir=None): return ResumableDownloadStore(root=root, dir=dir) def _rebuild_record(filename, store, bucket, key, upload_id, part_size=None): abspath = os.path.abspath(filename) mtime = os.path.getmtime(filename) size = os.path.getsize(filename) store_key = store.make_store_key(bucket.bucket_name, key, abspath) record = {'upload_id': upload_id, 'mtime': mtime, 'size': size, 'parts': [], 'abspath': abspath, 'key': key} for p in iterators.PartIterator(bucket, key, upload_id): record['parts'].append({'part_number': p.part_number, 'etag': p.etag}) if not part_size: part_size = p.size record['part_size'] = part_size store.put(store_key, record) def _is_record_sane(record): try: for key in ('upload_id', 'abspath', 'key'): if not isinstance(record[key], str): logger.info('{0} is not a string: {1}, but {2}'.format(key, record[key], record[key].__class__)) return False for key in ('size', 'part_size'): if not isinstance(record[key], int): logger.info('{0} is not an integer: {1}'.format(key, record[key])) return False if not isinstance(record['mtime'], int) and not isinstance(record['mtime'], float): logger.info('mtime is not a float or an integer: {0}'.format(record['mtime'])) return False if not isinstance(record['parts'], list): logger.info('parts is not a list: {0}'.format(record['parts'].__class__.__name__)) return False except KeyError as e: logger.info('Key not found: {0}'.format(e.args)) return False return True class _PartToProcess(object): def __init__(self, part_number, start, end): self.part_number = part_number self.start = start self.end = end @property def size(self): return self.end - self.start def __hash__(self): return hash(self.__key()) def __eq__(self, other): return self.__key() == other.__key() def __key(self): return (self.part_number, self.start, self.end)

745667a9b9bb8b69e1c8090a4c931640a3539d7b

py

Python

tools/c7n_azure/c7n_azure/resources/key_vault_certificate.py

dnouri/cloud-custodian

4e8b3b45f60731df942ffe6b61645416d7a67daa

2021-05-18T02:22:03.000Z

2021-09-11T02:49:04.000Z

tools/c7n_azure/c7n_azure/resources/key_vault_certificate.py

dnouri/cloud-custodian

4e8b3b45f60731df942ffe6b61645416d7a67daa

2019-03-20T12:27:06.000Z

2019-08-14T14:07:04.000Z

tools/c7n_azure/c7n_azure/resources/key_vault_certificate.py

dnouri/cloud-custodian

4e8b3b45f60731df942ffe6b61645416d7a67daa

2017-09-21T13:36:46.000Z

2021-09-20T16:38:29.000Z

# Copyright 2019 Microsoft Corporation # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License.from c7n_azure.provider import resources import logging from c7n_azure import constants from c7n_azure.provider import resources from c7n_azure.query import ChildResourceManager, ChildTypeInfo from c7n_azure.utils import generate_key_vault_url log = logging.getLogger('custodian.azure.keyvault.certificates') @resources.register('keyvault-certificate') class KeyVaultCertificate(ChildResourceManager): """Key Vault Certificate Resource :example: This policy will find all certificates that will expire in next 30 days .. code-block:: yaml policies: - name: keyvault-certificates description: List all certificates expiring in next 30 days resource: azure.keyvault-certificate filters: - type: value key: attributes.exp value_type: expiration op: lt value: 30 """ class resource_type(ChildTypeInfo): doc_groups = ['Security'] resource = constants.RESOURCE_VAULT service = 'azure.keyvault' client = 'KeyVaultClient' enum_spec = (None, 'get_certificates', None) parent_manager_name = 'keyvault' raise_on_exception = False default_report_fields = ( 'id', 'attributes.expires' ) @classmethod def extra_args(cls, parent_resource): return {'vault_base_url': generate_key_vault_url(parent_resource['name'])}

856b23fdd78fd53a8d4f18a2322f7c480d672bbd

py

Python

tests/test_misty2py_skills.py

ChrisScarred/misty2py-skills

30557d246b91fb525866fe8b92e280d2609ca26b

tests/test_misty2py_skills.py

ChrisScarred/misty2py-skills

30557d246b91fb525866fe8b92e280d2609ca26b

tests/test_misty2py_skills.py

ChrisScarred/misty2py-skills

30557d246b91fb525866fe8b92e280d2609ca26b

from misty2py.utils.utils import get_misty def test_angry_expression(capsys): from misty2py_skills.expressions import angry_expression with capsys.disabled(): result = angry_expression(get_misty()) print(result) assert result.get("overall_success") def test_battery_printer(capsys): from misty2py_skills.demonstrations.battery_printer import battery_printer with capsys.disabled(): result = battery_printer(get_misty(), 2) print(result) assert result.get("overall_success") def test_explore(capsys): from misty2py_skills.demonstrations import explore with capsys.disabled(): explore.explore() # assert True to show that the program does not crash during the interaction assert True def test_face_recognition(capsys): from misty2py_skills import face_recognition with capsys.disabled(): result = face_recognition.face_recognition(get_misty()) print(result) assert result.get("overall_success") def test_free_memory(capsys): from misty2py.basic_skills.free_memory import free_memory with capsys.disabled(): result = free_memory(get_misty(), "data") print(result) assert result.get("overall_success") def test_hey_misty(capsys): from misty2py_skills import hey_misty with capsys.disabled(): result = hey_misty.greet() print(result) assert result.get("overall_success") def test_remote_control(capsys): from misty2py_skills import remote_control with capsys.disabled(): result = remote_control.remote_control() print(result) assert result.get("overall_success") def test_listening_expression(capsys): from misty2py_skills.expressions import listening_expression with capsys.disabled(): result = listening_expression(get_misty()) print(result) assert result.get("overall_success") def test_question_answering(capsys): from misty2py_skills import question_answering with capsys.disabled(): result = question_answering.question_answering() print(result) assert result.get("overall_success")

237e1d8f0f92c344aa087bd9421beeff3f4fcb17

py

Python

model-optimizer/extensions/front/onnx/affine_ext.py

zhoub/dldt

e42c01cf6e1d3aefa55e2c5df91f1054daddc575

2020-02-09T23:25:37.000Z

2021-01-19T09:44:12.000Z

model-optimizer/extensions/front/onnx/affine_ext.py

zhoub/dldt

e42c01cf6e1d3aefa55e2c5df91f1054daddc575

model-optimizer/extensions/front/onnx/affine_ext.py

zhoub/dldt

e42c01cf6e1d3aefa55e2c5df91f1054daddc575

2020-04-18T16:24:39.000Z

2021-01-19T09:42:19.000Z

""" Copyright (c) 2018-2019 Intel Corporation Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. """ import numpy as np from mo.front.extractor import FrontExtractorOp from mo.front.onnx.extractors.utils import onnx_attr class AffineFrontExtractor(FrontExtractorOp): # Affine operation will be transformed to ImageScalar and further will be converted to Mul->Add seq op = 'Affine' enabled = True @staticmethod def extract(node): dst_type = lambda x: np.array(x) scale = onnx_attr(node, 'alpha', 'f', default=None, dst_type=dst_type) bias = onnx_attr(node, 'beta', 'f', default=None, dst_type=dst_type) node['scale'] = scale node['bias'] = bias node['op'] = 'ImageScaler' return __class__.enabled

2a3e28b6d197a36d057d95175237844dd85ecc45

py

Python

python/demos/binomialBetaPosteriorDemo.py

qyxiao/pmt

87513794fc43f8aa1f4f3d7588fa45ffc75d1a44

python/demos/binomialBetaPosteriorDemo.py

qyxiao/pmt

87513794fc43f8aa1f4f3d7588fa45ffc75d1a44

python/demos/binomialBetaPosteriorDemo.py

qyxiao/pmt

87513794fc43f8aa1f4f3d7588fa45ffc75d1a44

#!/usr/bin/env python # Plots Beta-Binomial distribution along with the prior and likelihood. import matplotlib.pyplot as pl import numpy as np import scipy from scipy.stats import beta alphas = [2, 2, 1, 1] betas = [2, 2, 1, 1] Ns = [4, 40, 4, 40] ks = [1, 10, 1, 10] plots = ['betaPostInfSmallSample', 'betaPostInfLargeSample', 'betaPostUninfSmallSample', 'betaPostUninfLargeSample'] x = np.linspace(0.001, 0.999, 50) for i in range(len(plots)): alpha_prior = alphas[i] beta_prior = betas[i] N = Ns[i] k = ks[i] alpha_post = alpha_prior + N - k beta_post = beta_prior + k alpha_lik = N - k + 1 beta_lik = k + 1 pl.plot(x, beta.pdf(x, alpha_prior, beta_prior), 'r-', label='prior Be(%2.1f, %2.1f)' % (alpha_prior, beta_prior)) pl.plot(x, beta.pdf(x, alpha_lik, beta_lik), 'k:', label='lik Be(%2.1f, %2.1f)' % (alpha_lik, beta_lik)) pl.plot(x, beta.pdf(x, alpha_post, beta_post), 'b-', label='post Be(%2.1f, %2.1f)' % (alpha_post, beta_post)) pl.legend(loc='upper left') pl.savefig(plots[i] + '.png') pl.show()

76e88d20f46632206ded5388ace04ed05d17a536

py

Python

test/test_list_unspent_transaction_outputs_by_address_e400.py

Crypto-APIs/Crypto_APIs_2.0_SDK_Python

c59ebd914850622b2c6500c4c30af31fb9cecf0e

2021-05-17T04:45:03.000Z

2022-03-23T12:51:46.000Z

test/test_list_unspent_transaction_outputs_by_address_e400.py

Crypto-APIs/Crypto_APIs_2.0_SDK_Python

c59ebd914850622b2c6500c4c30af31fb9cecf0e

test/test_list_unspent_transaction_outputs_by_address_e400.py

Crypto-APIs/Crypto_APIs_2.0_SDK_Python

c59ebd914850622b2c6500c4c30af31fb9cecf0e

2021-06-02T07:32:26.000Z

2022-02-12T02:36:23.000Z

""" CryptoAPIs Crypto APIs 2.0 is a complex and innovative infrastructure layer that radically simplifies the development of any Blockchain and Crypto related applications. Organized around REST, Crypto APIs 2.0 can assist both novice Bitcoin/Ethereum enthusiasts and crypto experts with the development of their blockchain applications. Crypto APIs 2.0 provides unified endpoints and data, raw data, automatic tokens and coins forwardings, callback functionalities, and much more. # noqa: E501 The version of the OpenAPI document: 2.0.0 Contact: [email protected] Generated by: https://openapi-generator.tech """ import sys import unittest import cryptoapis from cryptoapis.model.banned_ip_address_details import BannedIpAddressDetails from cryptoapis.model.invalid_pagination import InvalidPagination from cryptoapis.model.limit_greater_than_allowed import LimitGreaterThanAllowed from cryptoapis.model.uri_not_found import UriNotFound globals()['BannedIpAddressDetails'] = BannedIpAddressDetails globals()['InvalidPagination'] = InvalidPagination globals()['LimitGreaterThanAllowed'] = LimitGreaterThanAllowed globals()['UriNotFound'] = UriNotFound from cryptoapis.model.list_unspent_transaction_outputs_by_address_e400 import ListUnspentTransactionOutputsByAddressE400 class TestListUnspentTransactionOutputsByAddressE400(unittest.TestCase): """ListUnspentTransactionOutputsByAddressE400 unit test stubs""" def setUp(self): pass def tearDown(self): pass def testListUnspentTransactionOutputsByAddressE400(self): """Test ListUnspentTransactionOutputsByAddressE400""" # FIXME: construct object with mandatory attributes with example values # model = ListUnspentTransactionOutputsByAddressE400() # noqa: E501 pass if __name__ == '__main__': unittest.main()

35485b3f9dcfb6cea090bfa650ee857cd81cb7ab

py

Python

gewittergefahr/gg_io/grib_io_test.py

dopplerchase/GewitterGefahr

4415b08dd64f37eba5b1b9e8cc5aa9af24f96593

2018-10-04T01:07:35.000Z

2022-01-29T08:49:32.000Z

gewittergefahr/gg_io/grib_io_test.py

liuximarcus/GewitterGefahr

d819874d616f98a25187bfd3091073a2e6d5279e

2017-12-25T02:01:08.000Z

2018-12-19T01:54:21.000Z

gewittergefahr/gg_io/grib_io_test.py

liuximarcus/GewitterGefahr

d819874d616f98a25187bfd3091073a2e6d5279e

2017-12-10T23:05:29.000Z

2022-01-29T08:49:33.000Z

"""Unit tests for grib_io.py.""" import copy import unittest import numpy from gewittergefahr.gg_io import grib_io TOLERANCE = 1e-6 GRIB1_FILE_NAME = 'foo.grb' GRIB2_FILE_NAME = 'foo.grb2' NON_GRIB_FILE_NAME = 'foo.txt' SPECIFIC_HUMIDITY_NAME_GRIB1 = 'SPFH:500 mb' SPECIFIC_HUMIDITY_NAME_GRIB2 = 'SPFH:500 mb' HEIGHT_NAME_GRIB1 = 'HGT:sfc' HEIGHT_NAME_GRIB2 = 'HGT:surface' TEMPERATURE_NAME_GRIB1 = 'TMP:2 m above gnd' TEMPERATURE_NAME_GRIB2 = 'TMP:2 m above ground' SENTINEL_VALUE = 9.999e20 DATA_MATRIX_WITH_SENTINELS = numpy.array([ [999.25, 1000., 1001., 1001.5, SENTINEL_VALUE], [999.5, 1000.75, 1002., 1002.2, SENTINEL_VALUE], [999.9, 1001.1, 1001.7, 1002.3, 1003.], [SENTINEL_VALUE, 1001.5, 1001.6, 1002.1, 1002.5], [SENTINEL_VALUE, SENTINEL_VALUE, 1002., 1002., 1003.3] ]) DATA_MATRIX_NO_SENTINELS = numpy.array([ [999.25, 1000., 1001., 1001.5, numpy.nan], [999.5, 1000.75, 1002., 1002.2, numpy.nan], [999.9, 1001.1, 1001.7, 1002.3, 1003.], [numpy.nan, 1001.5, 1001.6, 1002.1, 1002.5], [numpy.nan, numpy.nan, 1002., 1002., 1003.3] ]) U_WIND_NAME_GRIB1 = 'UGRD:500 mb' V_WIND_NAME_GRIB1 = 'VGRD:500 mb' NON_WIND_NAME_GRIB1 = 'TMP:500 mb' NON_GRIB_FILE_TYPE = 'text' class GribIoTests(unittest.TestCase): """Each method is a unit test for grib_io.py.""" def test_field_name_grib1_to_grib2_humidity(self): """Ensures correct output from _field_name_grib1_to_grib2. In this case the field is 500-mb specific humidity. """ self.assertEqual( grib_io._field_name_grib1_to_grib2(SPECIFIC_HUMIDITY_NAME_GRIB1), SPECIFIC_HUMIDITY_NAME_GRIB2) def test_field_name_grib1_to_grib2_height(self): """Ensures correct output from _field_name_grib1_to_grib2. In this case the field is surface geopotential height. """ self.assertEqual( grib_io._field_name_grib1_to_grib2(HEIGHT_NAME_GRIB1), HEIGHT_NAME_GRIB2) def test_field_name_grib1_to_grib2_temperature(self): """Ensures correct output from _field_name_grib1_to_grib2. In this case the field is 2-metre temperature. """ self.assertEqual( grib_io._field_name_grib1_to_grib2(TEMPERATURE_NAME_GRIB1), TEMPERATURE_NAME_GRIB2) def test_sentinel_value_to_nan_defined(self): """Ensures correct output from _sentinel_value_to_nan. In this case the sentinel value is defined. """ this_data_matrix = grib_io._sentinel_value_to_nan( data_matrix=copy.deepcopy(DATA_MATRIX_WITH_SENTINELS), sentinel_value=SENTINEL_VALUE) self.assertTrue(numpy.allclose( this_data_matrix, DATA_MATRIX_NO_SENTINELS, atol=TOLERANCE, equal_nan=True)) def test_sentinel_value_to_nan_none(self): """Ensures correct output from _sentinel_value_to_nan. In this case the sentinel value is None. """ this_data_matrix = grib_io._sentinel_value_to_nan( data_matrix=copy.deepcopy(DATA_MATRIX_WITH_SENTINELS), sentinel_value=None) self.assertTrue(numpy.allclose( this_data_matrix, DATA_MATRIX_WITH_SENTINELS, atol=TOLERANCE)) def test_check_file_type_grib1(self): """Ensures correct output from check_file_type. Here, file type is grib1. """ grib_io.check_file_type(grib_io.GRIB1_FILE_TYPE) def test_check_file_type_grib2(self): """Ensures correct output from check_file_type. Here, file type is grib2. """ grib_io.check_file_type(grib_io.GRIB2_FILE_TYPE) def test_check_file_type_invalid(self): """Ensures correct output from check_file_type. Here, file type is invalid. """ with self.assertRaises(ValueError): grib_io.check_file_type(NON_GRIB_FILE_TYPE) def test_file_name_to_type_grib1(self): """Ensures correct output from file_name_to_type. Here, file type is grib1. """ self.assertEqual(grib_io.file_name_to_type(GRIB1_FILE_NAME), grib_io.GRIB1_FILE_TYPE) def test_file_name_to_type_grib2(self): """Ensures correct output from file_name_to_type. Here, file type is grib2. """ self.assertEqual(grib_io.file_name_to_type(GRIB2_FILE_NAME), grib_io.GRIB2_FILE_TYPE) def test_file_name_to_type_invalid(self): """Ensures correct output from file_name_to_type. Here, file type is invalid. """ with self.assertRaises(ValueError): grib_io.file_name_to_type(NON_GRIB_FILE_NAME) def test_is_u_wind_field_true(self): """Ensures correct output from is_u_wind_field. In this case the input field is u-wind, so the answer is True. """ self.assertTrue(grib_io.is_u_wind_field(U_WIND_NAME_GRIB1)) def test_is_u_wind_field_v_wind(self): """Ensures correct output from is_u_wind_field. In this case the input field is v-wind, so the answer is False. """ self.assertFalse(grib_io.is_u_wind_field(V_WIND_NAME_GRIB1)) def test_is_u_wind_field_non_wind(self): """Ensures correct output from is_u_wind_field. In this case the input field is not wind-related, so the answer is False. """ self.assertFalse(grib_io.is_u_wind_field(NON_WIND_NAME_GRIB1)) def test_is_v_wind_field_true(self): """Ensures correct output from is_v_wind_field. In this case the input field is v-wind, so the answer is True. """ self.assertTrue(grib_io.is_v_wind_field(V_WIND_NAME_GRIB1)) def test_is_v_wind_field_u_wind(self): """Ensures correct output from is_v_wind_field. In this case the input field is u-wind, so the answer is False. """ self.assertFalse(grib_io.is_v_wind_field(U_WIND_NAME_GRIB1)) def test_is_v_wind_field_non_wind(self): """Ensures correct output from is_v_wind_field. In this case the input field is not wind-related, so the answer is False. """ self.assertFalse(grib_io.is_v_wind_field(NON_WIND_NAME_GRIB1)) def test_switch_uv_in_field_name_input_u(self): """Ensures correct output from switch_uv_in_field_name. In this case the input field is u-wind. """ self.assertTrue(grib_io.switch_uv_in_field_name(U_WIND_NAME_GRIB1) == V_WIND_NAME_GRIB1) def test_switch_uv_in_field_name_input_v(self): """Ensures correct output from switch_uv_in_field_name. In this case the input field is v-wind. """ self.assertTrue(grib_io.switch_uv_in_field_name(V_WIND_NAME_GRIB1) == U_WIND_NAME_GRIB1) def test_switch_uv_in_field_name_input_non_wind(self): """Ensures correct output from switch_uv_in_field_name. In this case the input field is not wind-related, so it should be unchanged. """ self.assertTrue(grib_io.switch_uv_in_field_name(NON_WIND_NAME_GRIB1) == NON_WIND_NAME_GRIB1) def test_file_type_to_extension_grib1(self): """Ensures correct output from file_type_to_extension. Here, file type is grib1. """ self.assertEqual( grib_io.file_type_to_extension(grib_io.GRIB1_FILE_TYPE), grib_io.GRIB1_FILE_EXTENSION) def test_file_type_to_extension_grib2(self): """Ensures correct output from file_type_to_extension. Here, file type is grib2. """ self.assertEqual( grib_io.file_type_to_extension(grib_io.GRIB2_FILE_TYPE), grib_io.GRIB2_FILE_EXTENSION) def test_file_type_to_extension_invalid(self): """Ensures correct output from file_type_to_extension. Here, file type is invalid. """ with self.assertRaises(ValueError): grib_io.file_type_to_extension(NON_GRIB_FILE_TYPE) if __name__ == '__main__': unittest.main()

9afc911dda00ed813996836b0ac624986b272fa8

py

Python

platform/python/MailChecker.py

polydice/mailchecker

85df82a90399ca6e4b320fe619b6199e836b4447

platform/python/MailChecker.py

polydice/mailchecker

85df82a90399ca6e4b320fe619b6199e836b4447

platform/python/MailChecker.py

polydice/mailchecker

85df82a90399ca6e4b320fe619b6199e836b4447

import re import sys if sys.version_info[0] >= 3: xrange = range class MailChecker(object): blacklist = 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valid_matcher = re.compile(r"\A(?!(?:(?:\x22?\x5C[\x00-\x7E]\x22?)|(?:\x22?[^\x5C\x22]\x22?)){255,})(?!(?:(?:\x22?\x5C[\x00-\x7E]\x22?)|(?:\x22?[^\x5C\x22]\x22?)){65,}@)(?:(?:[\x21\x23-\x27\x2A\x2B\x2D\x2F-\x39\x3D\x3F\x5E-\x7E]+)|(?:\x22(?:[\x01-\x08\x0B\x0C\x0E-\x1F\x21\x23-\x5B\x5D-\x7F]|(?:\x5C[\x00-\x7F]))*\x22))(?:\.(?:(?:[\x21\x23-\x27\x2A\x2B\x2D\x2F-\x39\x3D\x3F\x5E-\x7E]+)|(?:\x22(?:[\x01-\x08\x0B\x0C\x0E-\x1F\x21\x23-\x5B\x5D-\x7F]|(?:\x5C[\x00-\x7F]))*\x22)))*@(?:(?:(?!.*[^.]{64,})(?:(?:(?:xn--)?[a-z0-9]+(?:-[a-z0-9]+)*\.){1,126}){1,}(?:(?:[a-z][a-z0-9]*)|(?:(?:xn--)[a-z0-9]+))(?:-[a-z0-9]+)*)|(?:\[(?:(?:IPv6:(?:(?:[a-f0-9]{1,4}(?::[a-f0-9]{1,4}){7})|(?:(?!(?:.*[a-f0-9][:\]]){7,})(?:[a-f0-9]{1,4}(?::[a-f0-9]{1,4}){0,5})?::(?:[a-f0-9]{1,4}(?::[a-f0-9]{1,4}){0,5})?)))|(?:(?:IPv6:(?:(?:[a-f0-9]{1,4}(?::[a-f0-9]{1,4}){5}:)|(?:(?!(?:.*[a-f0-9]:){5,})(?:[a-f0-9]{1,4}(?::[a-f0-9]{1,4}){0,3})?::(?:[a-f0-9]{1,4}(?::[a-f0-9]{1,4}){0,3}:)?)))?(?:(?:25[0-5])|(?:2[0-4][0-9])|(?:1[0-9]{2})|(?:[1-9]?[0-9]))(?:\.(?:(?:25[0-5])|(?:2[0-4][0-9])|(?:1[0-9]{2})|(?:[1-9]?[0-9]))){3}))\]))\Z") @classmethod def is_valid(cls, email): email = email.lower() return (cls.is_valid_email_format(email) and not cls.is_blacklisted(email)) @classmethod def all_domain_suffixes(cls, email): domain = email.split("@")[-1] components = domain.split(".") return (".".join(components[n:]) for n in xrange(0, len(components))) @classmethod def is_blacklisted(cls, email): all_domain_suffixes = cls.all_domain_suffixes(email) return any(domain in cls.blacklist for domain in all_domain_suffixes) @classmethod def is_valid_email_format(cls, email): return bool(email) and cls.valid_matcher.search(email) is not None @classmethod def add_custom_domains(cls, domains = []): cls.blacklist.update(domains)

8a537a23132b1659d27af4ab18f1a55d32ddd338

py

Python

ctestgen/runner/basic_test_runner.py

VolandTymim/ctestgen

e2567714fcc312a76af082733b10e5054c4cc6f0

2019-01-12T01:13:09.000Z

2020-06-14T15:32:48.000Z

ctestgen/runner/basic_test_runner.py

VolandTymim/ctestgen

e2567714fcc312a76af082733b10e5054c4cc6f0

ctestgen/runner/basic_test_runner.py

VolandTymim/ctestgen

e2567714fcc312a76af082733b10e5054c4cc6f0

import os from abc import abstractmethod from ctestgen.runner import TestRunner, get_program_response, \ find_environment_variables, TestRunResult class BasicTestRunner(TestRunner): def __init__(self, run_arguments, *args, print_test_info=True, **kwargs): super().__init__(*args, **kwargs) self.run_arguments = run_arguments self.print_test_info = print_test_info def _get_env(self): return find_environment_variables() @abstractmethod def _process_program_response(self, test_dir, test_filename, program_response) -> TestRunResult: pass def _on_test(self, test_dir, test_filename, env): if self.print_test_info: print(test_filename) program_response = get_program_response(self.run_arguments + [os.path.join(test_dir, test_filename)], env) return self._process_program_response(test_dir, test_filename, program_response)

b72ae0cfecd2f3e41bdb6ad202f279d0c5609d98

py

Python

cal_setup.py

shourya5/Calendar_bot

1da1aad1c06ad7ecf0263ac341e7ece4569beb4c

2021-06-09T13:06:50.000Z

2021-06-09T13:06:50.000Z

cal_setup.py

shourya5/Calendar_bot

1da1aad1c06ad7ecf0263ac341e7ece4569beb4c

2021-06-08T05:49:07.000Z

2021-06-30T11:27:27.000Z

cal_setup.py

shourya5/Calendar_bot

1da1aad1c06ad7ecf0263ac341e7ece4569beb4c

2021-07-07T15:21:48.000Z

2021-07-07T15:21:48.000Z

import os.path from googleapiclient.discovery import build from google_auth_oauthlib.flow import InstalledAppFlow from google.auth.transport.requests import Request from google.oauth2.credentials import Credentials # If modifying these scopes, delete the file token.json. SCOPES = ['https://www.googleapis.com/auth/calendar'] CREDENTIALS_FILE = 'credentials.json' def get_calendar_service(): creds = None # The file token.pickle stores the user's access and refresh tokens, and is # created automatically when the authorization flow completes for the first # time. if os.path.exists('token.json'): creds = Credentials.from_authorized_user_file('token.json', SCOPES) # If there are no (valid) credentials available, let the user log in. if not creds or not creds.valid: if creds and creds.expired and creds.refresh_token: creds.refresh(Request()) else: flow = InstalledAppFlow.from_client_secrets_file( CREDENTIALS_FILE, SCOPES) creds = flow.run_console() # Save the credentials for the next run with open('token.json', 'w') as token: token.write(creds.to_json()) service = build('calendar', 'v3', credentials=creds) return service

9545b239457bd1e4ee06260010737580602c3f23

py

Python

pyClarion/components/rules.py

jlichter/pyClarion

326a9b7ac03baaaf8eba49a42954f88542c191e9

2018-09-21T17:51:09.000Z

2022-03-08T12:24:35.000Z

pyClarion/components/rules.py

jlichter/pyClarion

326a9b7ac03baaaf8eba49a42954f88542c191e9

2018-07-01T00:44:02.000Z

2022-02-10T10:56:30.000Z

pyClarion/components/rules.py

jlichter/pyClarion

326a9b7ac03baaaf8eba49a42954f88542c191e9

2018-09-21T17:51:13.000Z

2022-03-03T07:58:37.000Z

"""Tools for creating, managing, and processing rules.""" __all__ = ["Rule", "Rules", "AssociativeRules", "ActionRules"] from ..base.symbols import ConstructType, Symbol, rule, chunk from ..base.components import Process from .. import numdicts as nd from typing import ( Mapping, MutableMapping, TypeVar, Generic, Type, Dict, FrozenSet, Set, Tuple, overload, cast ) from types import MappingProxyType class Rule(object): """Represents a rule form.""" __slots__ = ("_conc", "_weights") def __init__( self, conc: chunk, *conds: chunk, weights: Dict[chunk, float] = None ): """ Initialize a new rule. If conditions contains items that do not appear in weights, weights is extended to map each of these items to a weight of 1. If weights is None, every cond is assigned a weight of 1. If the weights sum to more than 1.0, they are renormalized such that each weight w is mapped to w / sum(weights.values()). :param conclusion: A chunk symbol for the rule conclusion. :param conditions: A sequence of chunk symbols representing rule conditions. :param weights: An optional mapping from condition chunk symbols to condition weights. """ # preconditions if weights is not None: if not set(conds).issuperset(weights): ValueError("Keys of arg `weights` do not match conds.") if not all(0 < v for v in weights.values()): ValueError("Weights must be strictly positive.") ws = nd.MutableNumDict(weights) ws.extend(conds, value=1.0) w_sum = nd.val_sum(ws) if w_sum > 1.0: ws /= w_sum self._conc = conc self._weights = nd.freeze(ws) # postconditions assert set(self._weights) == set(conds), "Each cond must have a weight." assert nd.val_sum(ws) <= 1, "Inferred weights must sum to one or less." def __repr__(self) -> str: return "Rule(conc={}, weights={})".format(self.conc, self.weights) def __eq__(self, other) -> bool: if isinstance(other, Rule): b = ( self.conc == other.conc and nd.isclose(self.weights, other.weights) ) return b else: return NotImplemented @property def conc(self) -> chunk: """Conclusion of rule.""" return self._conc @property def weights(self) -> nd.NumDict: """Conditions and condition weights of rule.""" return self._weights def strength(self, strengths: nd.NumDict) -> float: """ Compute rule strength given condition strengths. The rule strength is computed as the weighted sum of the condition strengths in strengths. Implementation based on p. 60 and p. 73 of Anatomy of the Mind. """ weighted = nd.keep(strengths, keys=self.weights) * self.weights return nd.val_sum(weighted) Rt = TypeVar("Rt", bound="Rule") class Rules(MutableMapping[rule, Rt], Generic[Rt]): """A simple rule database.""" @overload def __init__(self: "Rules[Rule]") -> None: ... @overload def __init__(self: "Rules[Rule]", *, max_conds: int) -> None: ... @overload def __init__(self, *, rule_type: Type[Rt]) -> None: ... @overload def __init__(self, *, max_conds: int, rule_type: Type[Rt]) -> None: ... @overload def __init__( self, data: Mapping[rule, Rt], max_conds: int, rule_type: Type[Rt] ) -> None: ... def __init__( self, data: Mapping[rule, Rt] = None, max_conds: int = None, rule_type: Type[Rt] = None ) -> None: if data is None: data = dict() else: data = dict(data) self._data = data self.max_conds = max_conds self.Rule = rule_type if rule_type is not None else Rule self._add_promises: MutableMapping[rule, Rt] = dict() self._del_promises: Set[rule] = set() def __repr__(self): repr_ = "{}({})".format(type(self).__name__, repr(self._data)) return repr_ def __len__(self): return len(self._data) def __iter__(self): yield from iter(self._data) def __getitem__(self, key): return self._data[key] def __setitem__(self, key, val): self._validate_rule_form(val) if isinstance(val, self.Rule): self._data[key] = val else: msg = "This rule database expects rules of type '{}'." TypeError(msg.format(type(self.Rule.__name__))) def __delitem__(self, key): del self._data[key] @property def add_promises(self): """A view of promised additions.""" return MappingProxyType(self._add_promises) @property def del_promises(self): """A view of promised deletions.""" return frozenset(self._del_promises) def define( self, r: rule, conc: chunk, *conds: chunk, weights: Dict[chunk, float] = None ) -> rule: """ Add a new rule. Returns the rule symbol. """ self[r] = self.Rule(conc, *conds, weights=weights) return r def contains_form(self, form): """ Check if the rule set contains a given rule form. See Rule for details on rule forms. """ return any(form == entry for entry in self.values()) def request_add(self, r, form): """ Inform self of a new rule to be applied at a later time. Adds the new rule on call to self.step(). If r is already member of self, will overwrite the existing rule. Does not check for duplicate forms. If an update is already registered for rule r, will throw an error. Does not validate the rule form before registering the request. Validation occurs at update time. """ if r in self._add_promises or r in self._del_promises: msg = "Rule {} already registered for a promised update." raise ValueError(msg.format(r)) else: self._add_promises[r] = form def request_del(self, r: rule) -> None: """ Inform self of an existing rule to be removed at update time. The rule will be removed on call to step(). If r is not already a member of self, will raise an error. """ if r in self._add_promises or r in self._del_promises: msg = "Rule {} already registered for a promised update." raise ValueError(msg.format(r)) elif r not in self: raise ValueError("Cannot delete non-existent rule.") else: self._del_promises.add(r) def step(self): """Apply any promised updates.""" for r in self._del_promises: del self[r] self._del_promises.clear() self.update(self._add_promises) self._add_promises.clear() def _validate_rule_form(self, form): if self.max_conds is not None and len(form.weights) > self.max_conds: msg = "Received rule with {} conditions; maximum allowed is {}." raise ValueError(msg.format(len(form.weights), self.max_conds)) class RuleDBUpdater(Process): """Applies requested updates to a client Rules instance.""" _serves = ConstructType.updater def __init__(self, rules: "Rules") -> None: """Initialize a Rules.Updater instance.""" super().__init__() self.rules = rules def __call__( self, inputs: Mapping[Tuple[Symbol, ...], nd.NumDict] ) -> nd.NumDict: """Resolve all outstanding rule database update requests.""" self.rules.step() return super().call(inputs) class AssociativeRules(Process): """ Propagates activations among chunks through associative rules. The strength of the conclusion is calculated as a weighted sum of condition strengths. In cases where there are multiple rules with the same conclusion, the maximum is taken. Implementation based on p. 73-74 of Anatomy of the Mind. """ _serves = ConstructType.flow_tt def __init__(self, source: Symbol, rules: Rules) -> None: super().__init__(expected=(source,)) self.rules = rules def call( self, inputs: Mapping[Tuple[Symbol, ...], nd.NumDict] ) -> nd.NumDict: strengths, = self.extract_inputs(inputs) d = nd.MutableNumDict(default=0.0) for r, form in self.rules.items(): s_r = form.strength(strengths) d[form.conc] = max(d[form.conc], s_r) d[r] = s_r d.squeeze() assert d.default == 0, "Unexpected output default." return d class ActionRules(Process): """ Propagates activations from condition to action chunks using action rules. Action rules compete to be selected based on their rule strengths, which is equal to the product of an action rule's weight and the strength of its condition chunk. The rule strength of the selected action is then propagated to its conclusion. """ _serves = ConstructType.flow_tt def __init__( self, source: Symbol, rules: Rules, temperature: float = .01 ) -> None: if rules.max_conds is None or rules.max_conds > 1: msg = "Rule database must not accept multiple condition rules." raise ValueError(msg) super().__init__(expected=(source,)) self.rules = rules self.temperature = temperature def call( self, inputs: Mapping[Tuple[Symbol, ...], nd.NumDict] ) -> nd.NumDict: strengths, = self.extract_inputs(inputs) d = nd.MutableNumDict(default=0) for r, form in self.rules.items(): d[r] = form.strength(strengths) probabilities = nd.boltzmann(d, self.temperature) selection = nd.draw(probabilities, n=1) d *= selection d.squeeze() d.max(nd.transform_keys(d, func=lambda r: self.rules[r].conc)) # postcondition assert d.default == 0, "Unexpected output default." return d

a7165b4597820f8f5b50d3babff2c918d3022479

py

Python

xls/ir/python/bits_test.py

hafixo/xls

21009ec2165d04d0037d9cf3583b207949ef7a6d

xls/ir/python/bits_test.py

hafixo/xls

21009ec2165d04d0037d9cf3583b207949ef7a6d

xls/ir/python/bits_test.py

hafixo/xls

21009ec2165d04d0037d9cf3583b207949ef7a6d

# Lint as: python3 # # Copyright 2020 The XLS Authors # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Tests for xls.ir.python.bits.""" from xls.ir.python import bits from absl.testing import absltest class BitsTest(absltest.TestCase): def test_bits(self): self.assertEqual(43, bits.UBits(43, 7).to_uint()) self.assertEqual(53, bits.UBits(53, 7).to_int()) self.assertEqual(33, bits.SBits(33, 8).to_uint()) self.assertEqual(83, bits.SBits(83, 8).to_int()) self.assertEqual(-83, bits.SBits(-83, 8).to_int()) if __name__ == '__main__': absltest.main()

4883069c51bde589111025b699efbc790eb17ba5

py

Python

estilos.py

Labbbbas/tkinter_py

bf388625bd5890434375884e30c84a2d4f771d1c

estilos.py

Labbbbas/tkinter_py