text_prompt
stringlengths
157
13.1k
code_prompt
stringlengths
7
19.8k
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def Row(self): """ The class for a row in this list. """
if not hasattr(self, '_row_class'): attrs = {'fields': self.fields, 'list': self, 'opener': self.opener} for field in self.fields.values(): attrs[field.name] = field.descriptor self._row_class = type('SharePointListRow', (SharePointListRow,), attrs) r...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def append(self, row): """ Appends a row to the list. Takes a dictionary, returns a row. """
if isinstance(row, dict): row = self.Row(row) elif isinstance(row, self.Row): pass elif isinstance(row, SharePointListRow): raise TypeError("row must be a dict or an instance of SharePointList.Row, not SharePointListRow") else: raise TypeE...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def remove(self, row): """ Removes the row from the list. """
self._rows.remove(row) self._deleted_rows.add(row)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def save(self): """ Updates the list with changes. """
# Based on the documentation at # http://msdn.microsoft.com/en-us/library/lists.lists.updatelistitems%28v=office.12%29.aspx # Note, this ends up un-namespaced. SharePoint doesn't care about # namespaces on this XML node, and will bork if any of these elements # have a namespace...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def get_batch_method(self): """ Returns a change batch for SharePoint's UpdateListItems operation. """
if not self._changed: return None batch_method = E.Method(Cmd='Update' if self.id else 'New') batch_method.append(E.Field(text_type(self.id) if self.id else 'New', Name='ID')) for field in self.fields.values(): if field.name i...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def convert_to_python(self, xmlrpc=None): """ Extracts a value for the field from an XML-RPC response. """
if xmlrpc: return xmlrpc.get(self.name, self.default) elif self.default: return self.default else: return None
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def get_outputs(self, input_value): """ Generate a set of output values for a given input. """
output_value = self.convert_to_xmlrpc(input_value) output = {} for name in self.output_names: output[name] = output_value return output
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def struct(self): """ XML-RPC-friendly representation of the current object state """
data = {} for var, fmap in self._def.items(): if hasattr(self, var): data.update(fmap.get_outputs(getattr(self, var))) return data
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def get_args(self, client): """ Builds final set of XML-RPC method arguments based on the method's arguments, any default arguments, and their defined respec...
default_args = self.default_args(client) if self.method_args or self.optional_args: optional_args = getattr(self, 'optional_args', tuple()) args = [] for arg in (self.method_args + optional_args): if hasattr(self, arg): ob...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def process_result(self, raw_result): """ Performs actions on the raw result from the XML-RPC response. If a `results_class` is defined, the response will b...
if self.results_class and raw_result: if isinstance(raw_result, dict_type): return self.results_class(raw_result) elif isinstance(raw_result, collections.Iterable): return [self.results_class(result) for result in raw_result] return raw_re...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def parse(self, text): '''Returns a list of addresses found in text together with parsed address parts ''' results = [] if isinstance(text, str): if six.PY2: text = unicode(text, 'utf-8') self.clean_text = self._normalize_string(text) ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def _parse_address(self, address_string): '''Parses address into parts''' match = utils.match(self.rules, address_string, flags=re.VERBOSE | re.U) if match: match_as_dict = match.groupdict() match_as_dict.update({'country_id': self.country}) # combine results ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def _get_addresses(self, text): '''Returns a list of addresses found in text''' # find addresses addresses = [] matches = utils.findall( self.rules, text, flags=re.VERBOSE | re.U) if(matches): for match in matches: ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def parse(some_text, **kwargs): """Creates request to AddressParser and returns list of Address objects """
ap = parser.AddressParser(**kwargs) return ap.parse(some_text)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def setAttribute(values, value): """ Takes the values of an attribute value list and attempts to append attributes of the proper type, inferred from their Python...
if isinstance(value, int): values.add().int32_value = value elif isinstance(value, float): values.add().double_value = value elif isinstance(value, long): values.add().int64_value = value elif isinstance(value, str): values.add().string_value = value elif isinstance(...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def deepSetAttr(obj, path, val): """ Sets a deep attribute on an object by resolving a dot-delimited path. If path does not exist an `AttributeError` will be rai...
first, _, rest = path.rpartition('.') return setattr(deepGetAttr(obj, first) if first else obj, rest, val)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def convertDatetime(t): """ Converts the specified datetime object into its appropriate protocol value. This is the number of milliseconds from the epoch. """
epoch = datetime.datetime.utcfromtimestamp(0) delta = t - epoch millis = delta.total_seconds() * 1000 return int(millis)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def getValueFromValue(value): """ Extract the currently set field from a Value structure """
if type(value) != common.AttributeValue: raise TypeError( "Expected an AttributeValue, but got {}".format(type(value))) if value.WhichOneof("value") is None: raise AttributeError("Nothing set for {}".format(value)) return getattr(value, value.WhichOneof("value"))
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def toJson(protoObject, indent=None): """ Serialises a protobuf object as json """
# Using the internal method because this way we can reformat the JSON js = json_format.MessageToDict(protoObject, False) return json.dumps(js, indent=indent)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def getProtocolClasses(superclass=message.Message): """ Returns all the protocol classes that are subclasses of the specified superclass. Only 'leaf' classes are...
# We keep a manual list of the superclasses that we define here # so we can filter them out when we're getting the protocol # classes. superclasses = set([message.Message]) thisModule = sys.modules[__name__] subclasses = [] for name, class_ in inspect.getmembers(thisModule): if ((in...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def runCommandSplits(splits, silent=False, shell=False): """ Run a shell command given the command's parsed command line """
try: if silent: with open(os.devnull, 'w') as devnull: subprocess.check_call( splits, stdout=devnull, stderr=devnull, shell=shell) else: subprocess.check_call(splits, shell=shell) except OSError as exception: if exception.errno...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _createSchemaFiles(self, destPath, schemasPath): """ Create a hierarchy of proto files in a destination directory, copied from the schemasPath hierarchy """
# Create the target directory hierarchy, if neccessary ga4ghPath = os.path.join(destPath, 'ga4gh') if not os.path.exists(ga4ghPath): os.mkdir(ga4ghPath) ga4ghSchemasPath = os.path.join(ga4ghPath, 'schemas') if not os.path.exists(ga4ghSchemasPath): os.mkdi...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _doLineReplacements(self, line): """ Given a line of a proto file, replace the line with one that is appropriate for the hierarchy that we want to compile ""...
# ga4gh packages packageString = 'package ga4gh;' if packageString in line: return line.replace( packageString, 'package ga4gh.schemas.ga4gh;') importString = 'import "ga4gh/' if importString in line: return line.replace( ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _copySchemaFile(self, src, dst): """ Copy a proto file to the temporary directory, with appropriate line replacements """
with open(src) as srcFile, open(dst, 'w') as dstFile: srcLines = srcFile.readlines() for srcLine in srcLines: toWrite = self._doLineReplacements(srcLine) dstFile.write(toWrite)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def convert_protodef_to_editable(proto): """ Protobuf objects can't have arbitrary fields addedd and we need to later on add comments to them, so we instead make...
class Editable(object): def __init__(self, prot): self.kind = type(prot) self.name = prot.name self.comment = "" self.options = dict([(key.name, value) for (key, value) in prot.options.ListFields()]) if isinstance(prot, EnumDescriptorProto): ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def haversine(point1, point2, unit='km'): """ Calculate the great-circle distance between two points on the Earth surface. :input: two 2-tuples, containing the l...
# mean earth radius - https://en.wikipedia.org/wiki/Earth_radius#Mean_radius AVG_EARTH_RADIUS_KM = 6371.0088 # Units values taken from http://www.unitconversion.org/unit_converter/length.html conversions = {'km': 1, 'm': 1000, 'mi': 0.621371192, ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def main(): """ Retrieve run folder paths from the command line Ensure only metrics required for summary are loaded Load the run metrics Calculate the summary me...
logging.basicConfig(level=logging.INFO) run_metrics = py_interop_run_metrics.run_metrics() summary = py_interop_summary.run_summary() valid_to_load = py_interop_run.uchar_vector(py_interop_run.MetricCount, 0) py_interop_run_metrics.list_summary_metrics_to_load(valid_to_load) for run_folder_p...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def gen_csv(sc, filename, field_list, source, filters): '''csv SecurityCenterObj, AssetListName, CSVFields, EmailAddress ''' # First thing we need to do is initialize the csvfile and build the header # for the file. datafile = open(filename, 'wb') csvfile = csv.writer(datafile) header = [] ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def login(self, user, passwd): '''Logs the user into SecurityCenter and stores the needed token and cookies.''' resp = self.post('token', json={'username': user, 'password': passwd}) self._token = resp.json()['response']['token']
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def download_scans(sc, age=0, unzip=False, path='scans'): '''Scan Downloader Here we will attempt to download all of the scans that have completed between now and AGE days ago. sc = SecurityCenter5 object age = how many days back do we want to pull? (default: 0) unzip = Do we want to uncompress...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def update(sc, filename, asset_id): ''' Updates a DNS Asset List with the contents of the filename. The assumed format of the file is 1 entry per line. This function will convert the file contents into an array of entries and then upload that array into SecurityCenter. ''' addresses = [] ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def generate_html_report(base_path, asset_id): ''' Generates the HTML report and dumps it into the specified filename ''' jenv = Environment(loader=PackageLoader('swchange', 'templates')) s = Session() #hosts = s.query(Host).filter_by(asset_id=asset_id).all() asset = s.query(AssetList).filte...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def gen_csv(sc, filename): '''csv SecurityCenterObj, EmailAddress ''' # First thing we need to do is initialize the csvfile and build the header # for the file. datafile = open(filename, 'wb') csvfile = csv.writer(datafile) csvfile.writerow(['Software Package Name', 'Count']) debug.wri...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def download(sc, age=0, path='reports', **args): '''Report Downloader The report downloader will pull reports down from SecurityCenter based on the conditions provided to the path provided. sc = SecurityCenter5 object age = number of days old the report may be to be included in the ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def post(self, path, **kwargs): '''Calls the specified path with the POST method''' resp = self._session.post(self._url(path), **self._builder(**kwargs)) if 'stream' in kwargs: return resp else: return self._resp_error_check(resp)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def import_repo(self, repo_id, fileobj): ''' Imports a repository package using the repository ID specified. ''' # Step 1, lets upload the file filename = self.upload(fileobj).json()['response']['filename'] # Step 2, lets tell SecurityCenter what to do with the file ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def _revint(self, version): ''' Internal function to convert a version string to an integer. ''' intrev = 0 vsplit = version.split('.') for c in range(len(vsplit)): item = int(vsplit[c]) * (10 ** (((len(vsplit) - c - 1) * 2))) intrev += item ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def _revcheck(self, func, version): ''' Internal function to see if a version is func than what we have determined to be talking to. This is very useful for newer API calls to make sure we don't accidentally make a call to something that doesnt exist. ''' current...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def _build_xrefs(self): ''' Internal function to populate the xrefs list with the external references to be used in searching plugins and potentially other functions as well. ''' xrefs = set() plugins = self.plugins() for plugin in plugins: fo...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def login(self, user, passwd): """login user passwd Performs the login operation for Security Center, storing the token that Security Center has generated for th...
data = self.raw_query('auth', 'login', data={'username': user, 'password': passwd}) self._token = data["token"] self._user = data
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def credential_add(self, name, cred_type, **options): ''' Adds a new credential into SecurityCenter. As credentials can be of multiple types, we have different options to specify for each type of credential. **Global Options (Required)** :param name: Unique name to be ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def credential_delete_simulate(self, *ids): """Show the relationships and dependencies for one or more credentials. :param ids: one or more credential ids """
return self.raw_query("credential", "deleteSimulate", data={ "credentials": [{"id": str(id)} for id in ids] })
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def credential_delete(self, *ids): """Delete one or more credentials. :param ids: one or more credential ids """
return self.raw_query("credential", "delete", data={ "credentials": [{"id": str(id)} for id in ids] })
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def plugins(self, plugin_type='all', sort='id', direction='asc', size=1000, offset=0, all=True, loops=0, since=None, **filterset): """plugins Returns a list of o...
plugins = [] # First we need to generate the basic payload that we will be augmenting # to build the payload = { 'size': size, 'offset': offset, 'type': plugin_type, 'sortField': sort, 'sortDirection': direction.upper(), ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def plugin_counts(self): """plugin_counts Returns the plugin counts as dictionary with the last updated info if its available. """
ret = { 'total': 0, } # As ususal, we need data before we can actually do anything ;) data = self.raw_query('plugin', 'init') # For backwards compatability purposes, we will be handling this a bit # differently than I would like. We are going to check to s...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def ip_info(self, ip, repository_ids=None): """ip_info Returns information about the IP specified in the repository ids defined. """
if not repository_ids: repository_ids = [] repos = [] for rid in repository_ids: repos.append({'id': rid}) return self.raw_query('vuln', 'getIP', data={ 'ip': ip, 'repositories': repos})
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def scan_list(self, start_time=None, end_time=None, **kwargs): """List scans stored in Security Center in a given time range. Time is given in UNIX timestamps, a...
try: end_time = datetime.utcfromtimestamp(int(end_time)) except TypeError: if end_time is None: end_time = datetime.utcnow() try: start_time = datetime.utcfromtimestamp(int(start_time)) except TypeError: if start_time is ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def dashboard_import(self, name, fileobj): """dashboard_import Dashboard_Name, filename Uploads a dashboard template to the current user's dashboard tabs. UN-DOC...
data = self._upload(fileobj) return self.raw_query('dashboard', 'importTab', data={ 'filename': data['filename'], 'name': name, })
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def report_import(self, name, filename): """report_import Report_Name, filename Uploads a report template to the current user's reports UN-DOCUMENTED CALL: This ...
data = self._upload(filename) return self.raw_query('report', 'import', data={ 'filename': data['filename'], 'name': name, })
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def asset_create(self, name, items, tag='', description='', atype='static'): '''asset_create_static name, ips, tags, description Create a new asset list with the defined information. UN-DOCUMENTED CALL: This function is not considered stable. :param name: asset list name (must be uniqu...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def asset_create_combo(self, name, combo, tag='', description=''): '''asset_create_combo name, combination, tag, description Creates a new combination asset list. Operands can be either asset list IDs or be a nested combination asset list. UN-DOCUMENTED CALL: This function is not consi...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def risk_rule(self, rule_type, rule_value, port, proto, plugin_id, repo_ids, comment='', expires='-1', severity=None): '''accept_risk rule_type, rule_value, port, proto, plugin_id, comment Creates an accept rick rule based on information provided. UN-DOCUMENTED CALL: This func...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def group_add(self, name, restrict, repos, lces=[], assets=[], queries=[], policies=[], dashboards=[], credentials=[], description=''): '''group_add name, restrict, repos ''' return self.raw_query('group', 'add', data={ 'lces': [{'id': i} for i in lces], ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def get_geo_info(filename, band=1): ''' Gets information from a Raster data set ''' sourceds = gdal.Open(filename, GA_ReadOnly) ndv = sourceds.GetRasterBand(band).GetNoDataValue() xsize = sourceds.RasterXSize ysize = sourceds.RasterYSize geot = sourceds.GetGeoTransform() projection = osr...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def create_geotiff(name, Array, driver, ndv, xsize, ysize, geot, projection, datatype, band=1): ''' Creates new geotiff from array ''' if isinstance(datatype, np.int) == False: if datatype.startswith('gdal.GDT_') == False: datatype = eval('gdal.GDT_'+datatype) newfilename = name+...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def load_tiff(file): """ Load a geotiff raster keeping ndv values using a masked array Usage: data = load_tiff(file) """
ndv, xsize, ysize, geot, projection, datatype = get_geo_info(file) data = gdalnumeric.LoadFile(file) data = np.ma.masked_array(data, mask=data == ndv, fill_value=ndv) return data
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def from_file(filename, **kwargs): """ Create a GeoRaster object from a file """
ndv, xsize, ysize, geot, projection, datatype = get_geo_info(filename, **kwargs) data = gdalnumeric.LoadFile(filename, **kwargs) data = np.ma.masked_array(data, mask=data == ndv, fill_value=ndv) return GeoRaster(data, geot, nodata_value=ndv, projection=projection, datatype=datatype)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def copy(self): """Returns copy of itself"""
return GeoRaster(self.raster.copy(), self.geot, nodata_value=self.nodata_value, projection=self.projection, datatype=self.datatype)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description:
def clip(self, shp, keep=False, *args, **kwargs): ''' Clip raster using shape, where shape is either a GeoPandas DataFrame, shapefile, or some other geometry format used by python-raster-stats Returns list of GeoRasters or Pandas DataFrame with GeoRasters and additional information ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def pysal_Gamma(self, **kwargs): """ Compute Gamma Index of Spatial Autocorrelation for GeoRaster Usage: geo.pysal_Gamma(permutations = 1000, rook=True, operatio...
if self.weights is None: self.raster_weights(**kwargs) rasterf = self.raster.flatten() rasterf = rasterf[rasterf.mask==False] self.Gamma = pysal.Gamma(rasterf, self.weights, **kwargs)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def pysal_Join_Counts(self, **kwargs): """ Compute join count statistics for GeoRaster Usage: geo.pysal_Join_Counts(permutations = 1000, rook=True) arguments pas...
if self.weights is None: self.raster_weights(**kwargs) rasterf = self.raster.flatten() rasterf = rasterf[rasterf.mask==False] self.Join_Counts = pysal.Join_Counts(rasterf, self.weights, **kwargs)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def pysal_Moran(self, **kwargs): """ Compute Moran's I measure of global spatial autocorrelation for GeoRaster Usage: geo.pysal_Moran(permutations = 1000, rook=T...
if self.weights is None: self.raster_weights(**kwargs) rasterf = self.raster.flatten() rasterf = rasterf[rasterf.mask==False] self.Moran = pysal.Moran(rasterf, self.weights, **kwargs)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def pysal_Moran_Local(self, **kwargs): """ Compute Local Moran's I measure of local spatial autocorrelation for GeoRaster Usage: geo.pysal_Moran_Local(permutatio...
if self.weights is None: self.raster_weights(**kwargs) rasterf = self.raster.flatten() rasterf = rasterf[rasterf.mask==False] self.Moran_Local = pysal.Moran_Local(rasterf, self.weights, **kwargs) for i in self.Moran_Local.__dict__.keys(): if (isinstance(g...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def mcp(self, *args, **kwargs): """ Setup MCP_Geometric object from skimage for optimal travel time computations """
# Create Cost surface to work on self.mcp_cost = graph.MCP_Geometric(self.raster, *args, **kwargs)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def notify(self, method, params=None): """Send a JSON RPC notification to the client. Args: method (str): The method name of the notification to send params (an...
log.debug('Sending notification: %s %s', method, params) message = { 'jsonrpc': JSONRPC_VERSION, 'method': method, } if params is not None: message['params'] = params self._consumer(message)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def request(self, method, params=None): """Send a JSON RPC request to the client. Args: method (str): The method name of the message to send params (any): The ...
msg_id = self._id_generator() log.debug('Sending request with id %s: %s %s', msg_id, method, params) message = { 'jsonrpc': JSONRPC_VERSION, 'id': msg_id, 'method': method, } if params is not None: message['params'] = params ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _cancel_callback(self, request_id): """Construct a cancellation callback for the given request ID."""
def callback(future): if future.cancelled(): self.notify(CANCEL_METHOD, {'id': request_id}) future.set_exception(JsonRpcRequestCancelled()) return callback
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def consume(self, message): """Consume a JSON RPC message from the client. Args: message (dict): The JSON RPC message sent by the client """
if 'jsonrpc' not in message or message['jsonrpc'] != JSONRPC_VERSION: log.warn("Unknown message type %s", message) return if 'id' not in message: log.debug("Handling notification from client %s", message) self._handle_notification(message['method'], mess...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _handle_notification(self, method, params): """Handle a notification from the client."""
if method == CANCEL_METHOD: self._handle_cancel_notification(params['id']) return try: handler = self._dispatcher[method] except KeyError: log.warn("Ignoring notification for unknown method %s", method) return try: ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _notification_callback(method, params): """Construct a notification callback for the given request ID."""
def callback(future): try: future.result() log.debug("Successfully handled async notification %s %s", method, params) except Exception: # pylint: disable=broad-except log.exception("Failed to handle async notification %s %s", method, para...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _handle_cancel_notification(self, msg_id): """Handle a cancel notification from the client."""
request_future = self._client_request_futures.pop(msg_id, None) if not request_future: log.warn("Received cancel notification for unknown message id %s", msg_id) return # Will only work if the request hasn't started executing if request_future.cancel(): ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _handle_request(self, msg_id, method, params): """Handle a request from the client."""
try: handler = self._dispatcher[method] except KeyError: raise JsonRpcMethodNotFound.of(method) handler_result = handler(params) if callable(handler_result): log.debug("Executing async request handler %s", handler_result) request_future ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _request_callback(self, request_id): """Construct a request callback for the given request ID."""
def callback(future): # Remove the future from the client requests map self._client_request_futures.pop(request_id, None) if future.cancelled(): future.set_exception(JsonRpcRequestCancelled()) message = { 'jsonrpc': JSONRPC_VERSI...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _handle_response(self, msg_id, result=None, error=None): """Handle a response from the client."""
request_future = self._server_request_futures.pop(msg_id, None) if not request_future: log.warn("Received response to unknown message id %s", msg_id) return if error is not None: log.debug("Received error response to message %s: %s", msg_id, error) ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def listen(self, message_consumer): """Blocking call to listen for messages on the rfile. Args: message_consumer (fn): function that is passed each message as i...
while not self._rfile.closed: request_str = self._read_message() if request_str is None: break try: message_consumer(json.loads(request_str.decode('utf-8'))) except ValueError: log.exception("Failed to parse JSON ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _read_message(self): """Reads the contents of a message. Returns: body of message if parsable else None """
line = self._rfile.readline() if not line: return None content_length = self._content_length(line) # Blindly consume all header lines while line and line.strip(): line = self._rfile.readline() if not line: return None # Gr...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _content_length(line): """Extract the content length from an input line."""
if line.startswith(b'Content-Length: '): _, value = line.split(b'Content-Length: ') value = value.strip() try: return int(value) except ValueError: raise ValueError("Invalid Content-Length header: {}".format(value)) return...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def hostapi_info(index=None): """Return a generator with information about each host API. If index is given, only one dictionary for the given host API is return...
if index is None: return (hostapi_info(i) for i in range(_pa.Pa_GetHostApiCount())) else: info = _pa.Pa_GetHostApiInfo(index) if not info: raise RuntimeError("Invalid host API") assert info.structVersion == 1 return {'name': ffi.string(info.name).decode(error...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def device_info(index=None): """Return a generator with information about each device. If index is given, only one dictionary for the given device is returned. "...
if index is None: return (device_info(i) for i in range(_pa.Pa_GetDeviceCount())) else: info = _pa.Pa_GetDeviceInfo(index) if not info: raise RuntimeError("Invalid device") assert info.structVersion == 2 if 'DirectSound' in hostapi_info(info.hostApi)['name']...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _get_stream_parameters(kind, device, channels, dtype, latency, samplerate): """Generate PaStreamParameters struct."""
if device is None: if kind == 'input': device = _pa.Pa_GetDefaultInputDevice() elif kind == 'output': device = _pa.Pa_GetDefaultOutputDevice() info = device_info(device) if channels is None: channels = info['max_' + kind + '_channels'] dtype = np.dtype(d...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _frombuffer(ptr, frames, channels, dtype): """Create NumPy array from a pointer to some memory."""
framesize = channels * dtype.itemsize data = np.frombuffer(ffi.buffer(ptr, frames * framesize), dtype=dtype) data.shape = -1, channels return data
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def start(self): """Commence audio processing. If successful, the stream is considered active. """
err = _pa.Pa_StartStream(self._stream) if err == _pa.paStreamIsNotStopped: return self._handle_error(err)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def stop(self): """Terminate audio processing. This waits until all pending audio buffers have been played before it returns. If successful, the stream is consid...
err = _pa.Pa_StopStream(self._stream) if err == _pa.paStreamIsStopped: return self._handle_error(err)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def abort(self): """Terminate audio processing immediately. This does not wait for pending audio buffers. If successful, the stream is considered inactive. """
err = _pa.Pa_AbortStream(self._stream) if err == _pa.paStreamIsStopped: return self._handle_error(err)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def read(self, frames, raw=False): """Read samples from an input stream. The function does not return until the required number of frames has been read. This may...
channels, _ = _split(self.channels) dtype, _ = _split(self.dtype) data = ffi.new("signed char[]", channels * dtype.itemsize * frames) self._handle_error(_pa.Pa_ReadStream(self._stream, data, frames)) if not raw: data = np.frombuffer(ffi.buffer(data), dtype=dtype) ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def write(self, data): """Write samples to an output stream. As much as one blocksize of audio data will be played without blocking. If more than one blocksize w...
frames = len(data) _, channels = _split(self.channels) _, dtype = _split(self.dtype) if (not isinstance(data, np.ndarray) or data.dtype != dtype): data = np.array(data, dtype=dtype) if len(data.shape) == 1: # play mono signals on all channels ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _handle_shell(self,cfg_file,*args,**options): """Command 'supervisord shell' runs the interactive command shell."""
args = ("--interactive",) + args return supervisorctl.main(("-c",cfg_file) + args)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _handle_getconfig(self,cfg_file,*args,**options): """Command 'supervisor getconfig' prints merged config to stdout."""
if args: raise CommandError("supervisor getconfig takes no arguments") print cfg_file.read() return 0
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _handle_autoreload(self,cfg_file,*args,**options): """Command 'supervisor autoreload' watches for code changes. This command provides a simulation of the Dja...
if args: raise CommandError("supervisor autoreload takes no arguments") live_dirs = self._find_live_code_dirs() reload_progs = self._get_autoreload_programs(cfg_file) def autoreloader(): """ Forks a subprocess to make the restart call. Ot...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _get_autoreload_programs(self,cfg_file): """Get the set of programs to auto-reload when code changes. Such programs will have autoreload=true in their config...
cfg = RawConfigParser() cfg.readfp(cfg_file) reload_progs = [] for section in cfg.sections(): if section.startswith("program:"): try: if cfg.getboolean(section,"autoreload"): reload_progs.append(section.split(":",1)...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def _find_live_code_dirs(self): """Find all directories in which we might have live python code. This walks all of the currently-imported modules and adds their ...
live_dirs = [] for mod in sys.modules.values(): # Get the directory containing that module. # This is deliberately casting a wide net. try: dirnm = os.path.dirname(mod.__file__) except AttributeError: continue ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def render_config(data,ctx): """Render the given config data using Django's template system. This function takes a config data string and a dict of context varia...
djsupervisor_tags.current_context = ctx data = "{% load djsupervisor_tags %}" + data t = template.Template(data) c = template.Context(ctx) return t.render(c).encode("ascii")
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def get_config_from_options(**options): """Get config file fragment reflecting command-line options."""
data = [] # Set whether or not to daemonize. # Unlike supervisord, our default is to stay in the foreground. data.append("[supervisord]\n") if options.get("daemonize",False): data.append("nodaemon=false\n") else: data.append("nodaemon=true\n") if options.get("pidfile",None...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def guess_project_dir(): """Find the top-level Django project directory. This function guesses the top-level Django project directory based on the current enviro...
projname = settings.SETTINGS_MODULE.split(".",1)[0] projmod = import_module(projname) projdir = os.path.dirname(projmod.__file__) # For Django 1.3 and earlier, the manage.py file was located # in the same directory as the settings file. if os.path.isfile(os.path.join(projdir,"manage.py")): ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def set_if_missing(cfg,section,option,value): """If the given option is missing, set to the given value."""
try: cfg.get(section,option) except NoSectionError: cfg.add_section(section) cfg.set(section,option,value) except NoOptionError: cfg.set(section,option,value)
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def rerender_options(options): """Helper function to re-render command-line options. This assumes that command-line options use the same name as their key in the...
args = [] for name,value in options.iteritems(): name = name.replace("_","-") if value is None: pass elif isinstance(value,bool): if value: args.append("--%s" % (name,)) elif isinstance(value,list): for item in value: ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def login(self, email=None, password=None, user=None): """ Logs the user in and setups the header with the private token :param email: Gitlab user Email :param u...
if user is not None: data = {'login': user, 'password': password} elif email is not None: data = {'email': email, 'password': password} else: raise ValueError('Neither username nor email provided to login') self.headers = {'connection': 'close'} ...
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def getuser(self, user_id): """ Get info for a user identified by id :param user_id: id of the user :return: False if not found, a dictionary if found """
request = requests.get( '{0}/{1}'.format(self.users_url, user_id), headers=self.headers, verify=self.verify_ssl, auth=self.auth, timeout=self.timeout) if request.status_code == 200: return request.json() else: return False
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def deleteuser(self, user_id): """ Deletes a user. Available only for administrators. This is an idempotent function, calling this function for a non-existent us...
deleted = self.delete_user(user_id) if deleted is False: return False else: return True
<SYSTEM_TASK:> Solve the following problem using Python, implementing the functions described below, one line at a time <END_TASK> <USER_TASK:> Description: def currentuser(self): """ Returns the current user parameters. The current user is linked to the secret token :return: a list with the current user properties "...
request = requests.get( '{0}/api/v3/user'.format(self.host), headers=self.headers, verify=self.verify_ssl, auth=self.auth, timeout=self.timeout) return request.json()