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float64
parseStr = None chunk1 = chunk2 = '' m = self.ptc.CRE_DATE3.search(s) # NO LONGER NEEDED, THE REGEXP HANDLED MTHNAME NOW # for match in self.ptc.CRE_DATE3.finditer(s): # to prevent "HH:MM(:SS) time strings" expressions from # triggering this regex, we ch...
def _partialParseDateStr(self, s, sourceTime)
test if giving C{s} matched CRE_DATE3, used by L{parse()} @type s: string @param s: date/time text to evaluate @type sourceTime: struct_time @param sourceTime: C{struct_time} value to use as the base @rtype: tuple @return: tuple of remained date/tim...
5.08872
5.161032
0.985989
parseStr = None chunk1 = chunk2 = '' # Standard date format m = self.ptc.CRE_DATE.search(s) if m is not None: if (m.group('date') != s): # capture remaining string parseStr = m.group('date') chunk1 = s[:m.star...
def _partialParseDateStd(self, s, sourceTime)
test if giving C{s} matched CRE_DATE, used by L{parse()} @type s: string @param s: date/time text to evaluate @type sourceTime: struct_time @param sourceTime: C{struct_time} value to use as the base @rtype: tuple @return: tuple of remained date/time...
4.208643
4.418604
0.952483
parseStr = None chunk1 = chunk2 = '' # Natural language day strings m = self.ptc.CRE_DAY.search(s) if m is not None: if (m.group() != s): # capture remaining string parseStr = m.group() chunk1 = s[:m.start()] ...
def _partialParseDayStr(self, s, sourceTime)
test if giving C{s} matched CRE_DAY, used by L{parse()} @type s: string @param s: date/time text to evaluate @type sourceTime: struct_time @param sourceTime: C{struct_time} value to use as the base @rtype: tuple @return: tuple of remained date/time ...
4.627971
4.804492
0.963259
parseStr = None chunk1 = chunk2 = '' ctx = self.currentContext log.debug('eval %s with context - %s, %s', s, ctx.hasDate, ctx.hasTime) # Weekday m = self.ptc.CRE_WEEKDAY.search(s) if m is not None: gv = m.group() if s not in self...
def _partialParseWeekday(self, s, sourceTime)
test if giving C{s} matched CRE_WEEKDAY, used by L{parse()} @type s: string @param s: date/time text to evaluate @type sourceTime: struct_time @param sourceTime: C{struct_time} value to use as the base @rtype: tuple @return: tuple of remained date/t...
5.454153
5.764758
0.94612
parseStr = None chunk1 = chunk2 = '' # Natural language time strings m = self.ptc.CRE_TIME.search(s) if m is not None or s in self.ptc.re_values['now']: if (m and m.group() != s): # capture remaining string parseStr = m.group...
def _partialParseTimeStr(self, s, sourceTime)
test if giving C{s} matched CRE_TIME, used by L{parse()} @type s: string @param s: date/time text to evaluate @type sourceTime: struct_time @param sourceTime: C{struct_time} value to use as the base @rtype: tuple @return: tuple of remained date/time...
4.798473
5.150383
0.931673
parseStr = None chunk1 = chunk2 = '' # HH:MM(:SS) am/pm time strings m = self.ptc.CRE_TIMEHMS2.search(s) if m is not None: if m.group('minutes') is not None: if m.group('seconds') is not None: parseStr = '%s:%s:%s' % (m.g...
def _partialParseMeridian(self, s, sourceTime)
test if giving C{s} matched CRE_TIMEHMS2, used by L{parse()} @type s: string @param s: date/time text to evaluate @type sourceTime: struct_time @param sourceTime: C{struct_time} value to use as the base @rtype: tuple @return: tuple of remained date/...
3.061649
2.970278
1.030762
parseStr = None chunk1 = chunk2 = '' # HH:MM(:SS) time strings m = self.ptc.CRE_TIMEHMS.search(s) if m is not None: if m.group('seconds') is not None: parseStr = '%s:%s:%s' % (m.group('hours'), m.grou...
def _partialParseTimeStd(self, s, sourceTime)
test if giving C{s} matched CRE_TIMEHMS, used by L{parse()} @type s: string @param s: date/time text to evaluate @type sourceTime: struct_time @param sourceTime: C{struct_time} value to use as the base @rtype: tuple @return: tuple of remained date/t...
2.954661
2.934488
1.006875
# if sourceTime has a timetuple method, use thet, else, just pass the # entire thing to parse and prey the user knows what the hell they are # doing. sourceTime = getattr(sourceTime, 'timetuple', (lambda: sourceTime))() # You REALLY SHOULD be using pytz. Using localize ...
def parseDT(self, datetimeString, sourceTime=None, tzinfo=None, version=None)
C{datetimeString} is as C{.parse}, C{sourceTime} has the same semantic meaning as C{.parse}, but now also accepts datetime objects. C{tzinfo} accepts a tzinfo object. It is advisable to use pytz. @type datetimeString: string @param datetimeString: date/time text to evaluate ...
10.544245
10.03732
1.050504
debug and log.debug('parse()') datetimeString = re.sub(r'(\w)\.(\s)', r'\1\2', datetimeString) datetimeString = re.sub(r'(\w)[\'"](\s|$)', r'\1 \2', datetimeString) datetimeString = re.sub(r'(\s|^)[\'"](\w)', r'\1 \2', datetimeString) if sourceTime: if isin...
def parse(self, datetimeString, sourceTime=None, version=None)
Splits the given C{datetimeString} into tokens, finds the regex patterns that match and then calculates a C{struct_time} value from the chunks. If C{sourceTime} is given then the C{struct_time} value will be calculated from that value, otherwise from the current date/time. If t...
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3.328357
1.003729
yr = source.year mth = source.month dy = source.day try: month = float(month) except (TypeError, ValueError): month = 0 try: year = float(year) except (TypeError, ValueError): year = 0 finally: ...
def inc(self, source, month=None, year=None)
Takes the given C{source} date, or current date if none is passed, and increments it according to the values passed in by month and/or year. This routine is needed because Python's C{timedelta()} function does not allow for month or year increments. @type source: struct_time ...
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1.006406
result = None debug and log.debug('daysInMonth(%s, %s)', month, year) if month > 0 and month <= 12: result = self._DaysInMonthList[month - 1] if month == 2: if year in self._leapYears: result += 1 else: ...
def daysInMonth(self, month, year)
Take the given month (1-12) and a given year (4 digit) return the number of days in the month adjusting for leap year as needed
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3.204973
1.03586
if sourceKey not in self.re_sources: return None if sourceTime is None: (yr, mth, dy, hr, mn, sec, wd, yd, isdst) = time.localtime() else: (yr, mth, dy, hr, mn, sec, wd, yd, isdst) = sourceTime defaults = {'yr': yr, 'mth': mth, 'dy': dy, ...
def getSource(self, sourceKey, sourceTime=None)
GetReturn a date/time tuple based on the giving source key and the corresponding key found in self.re_sources. The current time is used as the default and any specified item found in self.re_sources is inserted into the value and the generated dictionary is returned.
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for acc in accuracy: if not isinstance(acc, int): acc = self._ACCURACY_REVERSE_MAPPING[acc] self.accuracy |= acc
def updateAccuracy(self, *accuracy)
Updates current accuracy flag
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1.071319
if locale not in locales: raise NotImplementedError("The locale '%s' is not supported" % locale) if locale not in __locale_caches: mod = __import__(__name__, fromlist=[locale], level=0) __locale_caches[locale] = getattr(mod, locale) return __locale_caches[locale]
def load_locale(locale, icu=False)
Return data of locale :param locale: :return:
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0.93045
def wrapper(self, *args, **kwds): func(self, *args, **kwds) return Indent(self) return wrapper
def indent(func)
Decorator for allowing to use method as normal method or with context manager for auto-indenting code blocks.
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0.950414
def resolve_path(schema, fragment): fragment = fragment.lstrip('/') parts = unquote(fragment).split('/') if fragment else [] for part in parts: part = part.replace('~1', '/').replace('~0', '~') if isinstance(schema, list): schema = schema[int(part)] elif part...
Return definition from path. Path is unescaped according https://tools.ietf.org/html/rfc6901
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def resolve_remote(uri, handlers): scheme = urlparse.urlsplit(uri).scheme if scheme in handlers: result = handlers[scheme](uri) else: req = urlopen(uri) encoding = req.info().get_content_charset() or 'utf-8' result = json.loads(req.read().decode(encoding),) ...
Resolve a remote ``uri``. .. note:: urllib library is used to fetch requests from the remote ``uri`` if handlers does notdefine otherwise.
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def from_schema(cls, schema, handlers={}, **kwargs): return cls( schema.get('$id', schema.get('id', '')) if isinstance(schema, dict) else '', schema, handlers=handlers, **kwargs )
Construct a resolver from a JSON schema object.
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def in_scope(self, scope: str): old_scope = self.resolution_scope self.resolution_scope = urlparse.urljoin(old_scope, scope) try: yield finally: self.resolution_scope = old_scope
Context manager to handle current scope.
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def resolving(self, ref: str): new_uri = urlparse.urljoin(self.resolution_scope, ref) uri, fragment = urlparse.urldefrag(new_uri) if normalize(uri) in self.store: schema = self.store[normalize(uri)] elif not uri or uri == self.base_uri: schema = ...
Context manager which resolves a JSON ``ref`` and enters the resolution scope of this ref.
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def get_scope_name(self): name = 'validate_' + unquote(self.resolution_scope).replace('~1', '_').replace('~0', '_') name = re.sub(r'[:/#\.\-\%]', '_', name) name = name.lower().rstrip('_') return name
Get current scope and return it as a valid function name.
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def walk(self, node: dict): if isinstance(node, bool): pass elif '$ref' in node and isinstance(node['$ref'], str): ref = node['$ref'] node['$ref'] = urlparse.urljoin(self.resolution_scope, ref) elif 'id' in node and isinstance(node['id'], str):...
Walk thru schema and dereferencing ``id`` and ``$ref`` instances
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types = enforce_list(self._definition['type']) try: python_types = ', '.join(JSON_TYPE_TO_PYTHON_TYPE[t] for t in types) except KeyError as exc: raise JsonSchemaDefinitionException('Unknown type: {}'.format(exc)) extra = '' if 'integer' in types...
def generate_type(self)
Validation of type. Can be one type or list of types. Since draft 06 a float without fractional part is an integer. .. code-block:: python {'type': 'string'} {'type': ['string', 'number']}
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1.018651
property_names_definition = self._definition.get('propertyNames', {}) if property_names_definition is True: pass elif property_names_definition is False: self.create_variable_keys() with self.l('if {variable}_keys:'): self.l('raise Jso...
def generate_property_names(self)
Means that keys of object must to follow this definition. .. code-block:: python { 'propertyNames': { 'maxLength': 3, }, } Valid keys of object for this definition are foo, bar, ... but not foobar for example.
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3.717366
1.017736
self.create_variable_is_list() with self.l('if {variable}_is_list:'): contains_definition = self._definition['contains'] if contains_definition is False: self.l('raise JsonSchemaException("{name} is always invalid")') elif contains_definition...
def generate_contains(self)
Means that array must contain at least one defined item. .. code-block:: python { 'contains': { 'type': 'number', }, } Valid array is any with at least one number.
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0.978723
const = self._definition['const'] if isinstance(const, str): const = '"{}"'.format(const) with self.l('if {variable} != {}:', const): self.l('raise JsonSchemaException("{name} must be same as const definition")')
def generate_const(self)
Means that value is valid when is equeal to const definition. .. code-block:: python { 'const': 42, } Only valid value is 42 in this example.
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8.838085
1.105466
self._generate_func_code() return dict( REGEX_PATTERNS=self._compile_regexps, re=re, JsonSchemaException=JsonSchemaException, )
def global_state(self)
Returns global variables for generating function from ``func_code``. Includes compiled regular expressions and imports, so it does not have to do it every time when validation function is called.
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9.303426
1.760578
self._generate_func_code() if not self._compile_regexps: return '\n'.join( [ 'from fastjsonschema import JsonSchemaException', '', '', ] ) regexs = ['"{}": re.compile(r"{...
def global_state_code(self)
Returns global variables for generating function from ``func_code`` as code. Includes compiled regular expressions and imports.
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2.95409
1.202411
self.l('NoneType = type(None)') # Generate parts that are referenced and not yet generated while self._needed_validation_functions: # During generation of validation function, could be needed to generate # new one that is added again to `_needed_validation_functi...
def generate_func_code(self)
Creates base code of validation function and calls helper for creating code by definition.
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1.026982
self._validation_functions_done.add(uri) self.l('') with self._resolver.resolving(uri) as definition: with self.l('def {}(data):', name): self.generate_func_code_block(definition, 'data', 'data', clear_variables=True) self.l('return data')
def generate_validation_function(self, uri, name)
Generate validation function for given uri with given name
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7.005842
0.993514
backup = self._definition, self._variable, self._variable_name self._definition, self._variable, self._variable_name = definition, variable, variable_name if clear_variables: backup_variables = self._variables self._variables = set() self._generate_func_...
def generate_func_code_block(self, definition, variable, variable_name, clear_variables=False)
Creates validation rules for current definition.
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1.069657
with self._resolver.in_scope(self._definition['$ref']): name = self._resolver.get_scope_name() uri = self._resolver.get_uri() if uri not in self._validation_functions_done: self._needed_validation_functions[uri] = name # call validation fu...
def generate_ref(self)
Ref can be link to remote or local definition. .. code-block:: python {'$ref': 'http://json-schema.org/draft-04/schema#'} { 'properties': { 'foo': {'type': 'integer'}, 'bar': {'$ref': '#/properties/foo'} } ...
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1.083313
spaces = ' ' * self.INDENT * self._indent name = self._variable_name if name and '{' in name: name = '"+"{}".format(**locals())+"'.format(self._variable_name) context = dict( self._definition or {}, variable=self._variable, name=...
def l(self, line, *args, **kwds)
Short-cut of line. Used for inserting line. It's formated with parameters ``variable``, ``variable_name`` (as ``name`` for short-cut), all keys from current JSON schema ``definition`` and also passed arguments in ``args`` and named ``kwds``. .. code-block:: python self.l('i...
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variable_name = '{}_len'.format(self._variable) if variable_name in self._variables: return self._variables.add(variable_name) self.l('{variable}_len = len({variable})')
def create_variable_with_length(self)
Append code for creating variable with length of that variable (for example length of list or dictionary) with name ``{variable}_len``. It can be called several times and always it's done only when that variable still does not exists.
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variable_name = '{}_keys'.format(self._variable) if variable_name in self._variables: return self._variables.add(variable_name) self.l('{variable}_keys = set({variable}.keys())')
def create_variable_keys(self)
Append code for creating variable with keys of that variable (dictionary) with a name ``{variable}_keys``. Similar to `create_variable_with_length`.
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variable_name = '{}_is_list'.format(self._variable) if variable_name in self._variables: return self._variables.add(variable_name) self.l('{variable}_is_list = isinstance({variable}, list)')
def create_variable_is_list(self)
Append code for creating variable with bool if it's instance of list with a name ``{variable}_is_list``. Similar to `create_variable_with_length`.
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3.856087
1.198179
variable_name = '{}_is_dict'.format(self._variable) if variable_name in self._variables: return self._variables.add(variable_name) self.l('{variable}_is_dict = isinstance({variable}, dict)')
def create_variable_is_dict(self)
Append code for creating variable with bool if it's instance of list with a name ``{variable}_is_dict``. Similar to `create_variable_with_length`.
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1.145459
with self.l('try:'): self.generate_func_code_block( self._definition['if'], self._variable, self._variable_name, clear_variables=True ) with self.l('except JsonSchemaException:'): if 'else' in se...
def generate_if_then_else(self)
Implementation of if-then-else. .. code-block:: python { 'if': { 'exclusiveMaximum': 0, }, 'then': { 'minimum': -10, }, 'else': { 'multipleOf': 2, ...
2.548162
2.643281
0.964014
if self._definition['contentEncoding'] == 'base64': with self.l('if isinstance({variable}, str):'): with self.l('try:'): self.l('import base64') self.l('{variable} = base64.b64decode({variable})') with self.l('except Ex...
def generate_content_encoding(self)
Means decoding value when it's encoded by base64. .. code-block:: python { 'contentEncoding': 'base64', }
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3.578749
1.018989
if self._definition['contentMediaType'] == 'application/json': with self.l('if isinstance({variable}, bytes):'): with self.l('try:'): self.l('{variable} = {variable}.decode("utf-8")') with self.l('except Exception:'): s...
def generate_content_media_type(self)
Means loading value when it's specified as JSON. .. code-block:: python { 'contentMediaType': 'application/json', }
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2.925349
0.995582
enum = self._definition['enum'] if not isinstance(enum, (list, tuple)): raise JsonSchemaDefinitionException('enum must be an array') with self.l('if {variable} not in {enum}:'): enum = str(enum).replace('"', '\\"') self.l('raise JsonSchemaException("{...
def generate_enum(self)
Means that only value specified in the enum is valid. .. code-block:: python { 'enum': ['a', 'b'], }
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6.096146
1.034509
for definition_item in self._definition['allOf']: self.generate_func_code_block(definition_item, self._variable, self._variable_name, clear_variables=True)
def generate_all_of(self)
Means that value have to be valid by all of those definitions. It's like put it in one big definition. .. code-block:: python { 'allOf': [ {'type': 'number'}, {'minimum': 5}, ], } Valid values for ...
11.631495
9.86811
1.178695
self.l('{variable}_one_of_count = 0') for definition_item in self._definition['oneOf']: # When we know it's failing (one of means exactly once), we do not need to do another expensive try-except. with self.l('if {variable}_one_of_count < 2:'): with self.l...
def generate_one_of(self)
Means that value have to be valid by only one of those definitions. It can't be valid by two or more of them. .. code-block:: python { 'oneOf': [ {'type': 'number', 'multipleOf': 3}, {'type': 'number', 'multipleOf': 5}, ...
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1.060495
not_definition = self._definition['not'] if not_definition is True: self.l('raise JsonSchemaException("{name} must not be there")') elif not_definition is False: return elif not not_definition: with self.l('if {}:', self._variable): ...
def generate_not(self)
Means that value have not to be valid by this definition. .. code-block:: python {'not': {'type': 'null'}} Valid values for this definition are 'hello', 42, {} ... but not None. Since draft 06 definition can be boolean. False means nothing, True means everything is invali...
4.189403
4.018447
1.042543
with self.l('if isinstance({variable}, str):'): format_ = self._definition['format'] if format_ in self.FORMAT_REGEXS: format_regex = self.FORMAT_REGEXS[format_] self._generate_format(format_, format_ + '_re_pattern', format_regex) # f...
def generate_format(self)
Means that value have to be in specified format. For example date, email or other. .. code-block:: python {'format': 'email'} Valid value for this definition is user@example.com but not @username
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7.038188
0.779927
items_definition = self._definition['items'] if items_definition is True: return self.create_variable_is_list() with self.l('if {variable}_is_list:'): self.create_variable_with_length() if items_definition is False: with self....
def generate_items(self)
Means array is valid only when all items are valid by this definition. .. code-block:: python { 'items': [ {'type': 'integer'}, {'type': 'string'}, ], } Valid arrays are those with integers or strings, not...
2.830266
2.826621
1.001289
self.create_variable_is_dict() with self.l('if {variable}_is_dict:'): self.create_variable_keys() for key, prop_definition in self._definition['properties'].items(): key_name = re.sub(r'($[^a-zA-Z]|[^a-zA-Z0-9])', '', key) with self.l('if ...
def generate_properties(self)
Means object with defined keys. .. code-block:: python { 'properties': { 'key': {'type': 'number'}, }, } Valid object is containing key called 'key' and value any number.
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4.349461
0.981062
self.create_variable_is_dict() with self.l('if {variable}_is_dict:'): self.create_variable_keys() for pattern, definition in self._definition['patternProperties'].items(): self._compile_regexps[pattern] = re.compile(pattern) with self.l('for {...
def generate_pattern_properties(self)
Means object with defined keys as patterns. .. code-block:: python { 'patternProperties': { '^x': {'type': 'number'}, }, } Valid object is containing key starting with a 'x' and value any number.
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4.28938
0.980165
self.create_variable_is_dict() with self.l('if {variable}_is_dict:'): self.create_variable_keys() add_prop_definition = self._definition["additionalProperties"] if add_prop_definition: properties_keys = list(self._definition.get("properties", ...
def generate_additional_properties(self)
Means object with keys with values defined by definition. .. code-block:: python { 'properties': { 'key': {'type': 'number'}, } 'additionalProperties': {'type': 'string'}, } Valid object is containing key call...
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4.59877
0.958142
self.create_variable_is_dict() with self.l('if {variable}_is_dict:'): self.create_variable_keys() for key, values in self._definition["dependencies"].items(): if values == [] or values is True: continue with self.l('if ...
def generate_dependencies(self)
Means when object has property, it needs to have also other property. .. code-block:: python { 'dependencies': { 'bar': ['foo'], }, } Valid object is containing only foo, both bar and foo or none of them, but not obje...
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5.358966
1.03497
resolver, code_generator = _factory(definition, handlers) global_state = code_generator.global_state # Do not pass local state so it can recursively call itself. exec(code_generator.func_code, global_state) return global_state[resolver.get_scope_name()]
def compile(definition, handlers={})
Generates validation function for validating JSON schema passed in ``definition``. Example: .. code-block:: python import fastjsonschema validate = fastjsonschema.compile({'type': 'string'}) validate('hello') This implementation support keyword ``default``: .. code-block:: p...
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10.944085
0.700009
_, code_generator = _factory(definition, handlers) return ( 'VERSION = "' + VERSION + '"\n' + code_generator.global_state_code + '\n' + code_generator.func_code )
def compile_to_code(definition, handlers={})
Generates validation code for validating JSON schema passed in ``definition``. Example: .. code-block:: python import fastjsonschema code = fastjsonschema.compile_to_code({'type': 'string'}) with open('your_file.py', 'w') as f: f.write(code) You can also use it as a s...
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8.712713
0.767117
try: i = 0 colormap = {0: (0, 0, 0)} with open(settings.COLORMAP) as cmap: lines = cmap.readlines() for line in lines: if i == 0 and 'mode = ' in line: i = 1 maxval =...
def _read_cmap(self)
reads the colormap from a text file given in settings.py. See colormap_cubehelix.txt. File must contain 256 RGB values
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2.699869
1.073922
self.output("* NDVI processing started.", normal=True) bands = self._read_bands() image_data = self._get_image_data() new_bands = [] for i in range(0, 2): new_bands.append(numpy.empty(image_data['shape'], dtype=numpy.float32)) self._warp(image_data...
def run(self)
Executes NDVI processing
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3.731848
1.06743
buf = b'' for data in iterable: buf += data if len(buf) >= def_buf_size: output = buf[:def_buf_size] buf = buf[def_buf_size:] yield output if len(buf) > 0: yield buf
def data_collector(iterable, def_buf_size=5242880)
Buffers n bytes of data. :param iterable: Could be a list, generator or string :type iterable: List, generator, String :returns: A generator object
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2.463034
0.768432
if not connection: from boto.s3.connection import S3Connection as connection c = connection(aws_access_key, aws_secret_key, is_secure=secure) else: c = connection b = c.get_bucket(bucket) if not replace and b.lookup(key): raise Exception('s3 key ' + key + ' alread...
def upload(bucket, aws_access_key, aws_secret_key, iterable, key, progress_cb=None, threads=5, replace=False, secure=True, connection=None)
Upload data to s3 using the s3 multipart upload API. :param bucket: Name of the S3 bucket :type bucket: String :param aws_access_key: AWS access key id (optional) :type aws_access_key: String :param aws_secret_key: AWS access secret key (optional) :type a...
2.739658
2.778398
0.986057
f = open(path, 'rb') self.source_size = os.stat(path).st_size total_dict = {} def cb(part_no, uploaded, total): total_dict[part_no] = uploaded params = { 'uploaded': round(sum(total_dict.values()) / 1048576, 0), 'size':...
def run(self, bucket_name, filename, path)
Initiate the upload. :param bucket_name: Name of the S3 bucket :type bucket_name: String :param filename: The filname :type filename: String :param path: The path to the file that needs to be uploaded :type path...
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4.867281
0.969125
if isinstance(scenes, list): files = [] for scene in scenes: # for all scenes if bands provided, first check AWS, if the bands exist # download them, otherwise use Google and then USGS. try: # if bands are no...
def download(self, scenes, bands=None)
Download scenese from Google Storage or Amazon S3 if bands are provided :param scenes: A list of scene IDs :type scenes: List :param bands: A list of bands. Default value is None. :type scenes: List :returns: (List) in...
6.086594
5.598444
1.087194
# download from usgs if login information is provided if self.usgs_user and self.usgs_pass: try: api_key = api.login(self.usgs_user, self.usgs_pass) except USGSError as e: error_tree = ElementTree.fromstring(str(e.message)) ...
def usgs_eros(self, scene, path)
Downloads the image from USGS
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5.086839
1.02669
sat = self.scene_interpreter(scene) url = self.google_storage_url(sat) self.remote_file_exists(url) self.output('Source: Google Storage', normal=True, arrow=True) return self.fetch(url, path)
def google_storage(self, scene, path)
Google Storage Downloader. :param scene: The scene id :type scene: String :param path: The directory path to where the image should be stored :type path: String :returns: Boolean
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10.785778
0.890068
sat = self.scene_interpreter(scene) # Always grab MTL.txt and QA band if bands are specified if 'BQA' not in bands: bands.append('QA') if 'MTL' not in bands: bands.append('MTL') urls = [] for band in bands: # get url for t...
def amazon_s3(self, scene, bands)
Amazon S3 downloader
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5.613524
1.035536
segments = url.split('/') filename = segments[-1] # remove query parameters from the filename filename = filename.split('?')[0] self.output('Downloading: %s' % filename, normal=True, arrow=True) # print(join(path, filename)) # raise Exception ...
def fetch(self, url, path)
Downloads the given url. :param url: The url to be downloaded. :type url: String :param path: The directory path to where the image should be stored :type path: String :param filename: The filename that has to be downlo...
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filename = sat['scene'] + '.tar.bz' return url_builder([self.google, sat['sat'], sat['path'], sat['row'], filename])
def google_storage_url(self, sat)
Returns a google storage url the contains the scene provided. :param sat: Expects an object created by scene_interpreter method :type sat: dict :returns: (String) The URL to a google storage file
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12.281126
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if band != 'MTL': filename = '%s_B%s.TIF' % (sat['scene'], band) else: filename = '%s_%s.txt' % (sat['scene'], band) return url_builder([self.s3, sat['sat'], sat['path'], sat['row'], sat['scene'], filename])
def amazon_s3_url(self, sat, band)
Return an amazon s3 url the contains the scene and band provided. :param sat: Expects an object created by scene_interpreter method :type sat: dict :param filename: The filename that has to be downloaded from Amazon :type filename: String ...
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0.985558
status = requests.head(url).status_code if status != 200: raise RemoteFileDoesntExist
def remote_file_exists(self, url)
Checks whether the remote file exists. :param url: The url that has to be checked. :type url: String :returns: **True** if remote file exists and **False** if it doesn't exist.
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6.134144
0.753714
headers = requests.head(url).headers return int(headers['content-length'])
def get_remote_file_size(self, url)
Gets the filesize of a remote file. :param url: The url that has to be checked. :type url: String :returns: int
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7.385141
0.631115
anatomy = { 'path': None, 'row': None, 'sat': None, 'scene': scene } if isinstance(scene, str) and len(scene) == 21: anatomy['path'] = scene[3:6] anatomy['row'] = scene[6:9] anatomy['sat'] = 'L' + scene[...
def scene_interpreter(self, scene)
Conver sceneID to rows, paths and dates. :param scene: The scene ID. :type scene: String :returns: dict :Example output: >>> anatomy = { 'path': None, 'row': None, 'sat': None, ...
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2.838022
1.45342
query = [] or_string = '' and_string = '' search_string = '' if paths_rows: # Coverting rows and paths to paired list new_array = create_paired_list(paths_rows) paths_rows = ['(%s)' % self.row_path_builder(i[0], i[1]) for i in new_ar...
def query_builder(self, paths_rows=None, lat=None, lon=None, address=None, start_date=None, end_date=None, cloud_min=None, cloud_max=None)
Builds the proper search syntax (query) for Landsat API. :param paths_rows: A string in this format: "003,003,004,004". Must be in pairs and separated by comma. :type paths_rows: String :param lat: The latitude :type lat: String, float, in...
1.9923
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if not end: end = time.strftime('%Y-%m-%d') return 'acquisitionDate:[%s+TO+%s]' % (start, end)
def date_range_builder(self, start='2013-02-11', end=None)
Builds date range query. :param start: Date string. format: YYYY-MM-DD :type start: String :param end: date string. format: YYYY-MM-DD :type end: String :returns: String
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5.424769
0.740098
v = VerbosityMixin() if code == 0: v.output(message, normal=True, arrow=True) v.output('Done!', normal=True, arrow=True) else: v.output(message, normal=True, error=True) sys.exit(code)
def exit(message, code=0)
output a message to stdout and terminates the process. :param message: Message to be outputed. :type message: String :param code: The termination code. Default is 0 :type code: int :returns: void
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if isinstance(value, list): value = ",".join(value) array = re.split('\D+', value) # Make sure the elements in the list are even and pairable if len(array) % 2 == 0: new_array = [list(array[i:i + 2]) for i in range(0, len(array), 2)] return new_array else: rai...
def create_paired_list(value)
Create a list of paired items from a string. :param value: the format must be 003,003,004,004 (commas with no space) :type value: String :returns: List :example: >>> create_paired_list('003,003,004,004') [['003','003'], ['004', '004']]
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3.542437
1.38209
if not os.path.exists(folder_path): os.makedirs(folder_path) return folder_path
def check_create_folder(folder_path)
Check whether a folder exists, if not the folder is created. :param folder_path: Path to the folder :type folder_path: String :returns: (String) the path to the folder
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3.194346
0.645572
number = str(number) if len(number) == 1: return u'00%s' % number elif len(number) == 2: return u'0%s' % number else: return number
def three_digit(number)
Add 0s to inputs that their length is less than 3. :param number: The number to convert :type number: int :returns: String :example: >>> three_digit(1) '001'
1.978347
2.721124
0.727033
try: fmt = '%m/%d/%Y' return datetime.strptime(date, fmt).timetuple().tm_yday except (ValueError, TypeError): return 0
def georgian_day(date)
Returns the number of days passed since the start of the year. :param date: The string date with this format %m/%d/%Y :type date: String :returns: int :example: >>> georgian_day('05/1/2015') 121
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3.231699
0.942458
try: fmt = '%m/%d/%Y' return datetime.strptime(date, fmt).timetuple().tm_year except ValueError: return 0
def year(date)
Returns the year. :param date: The string date with this format %m/%d/%Y :type date: String :returns: int :example: >>> year('05/1/2015') 2015
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3.622749
0.922338
try: if isinstance(date, datetime): return date.strftime(new_fmt) else: fmt = '%m/%d/%Y' return datetime.strptime(date, fmt).strftime(new_fmt) except ValueError: return date
def reformat_date(date, new_fmt='%Y-%m-%d')
Returns reformated date. :param date: The string date with this format %m/%d/%Y :type date: String :param new_fmt: date format string. Default is '%Y-%m-%d' :type date: String :returns: int :example: >>> reformat_date('05/1/2015', '%d/%m/%Y') ...
2.151808
2.475169
0.869358
if isinstance(value, list) or value is None: return value else: s = re.findall('(10|11|QA|[0-9])', value) for k, v in enumerate(s): try: s[k] = int(v) except ValueError: pass return s
def convert_to_integer_list(value)
Converts a comma separate string to a list :param value: the format must be 003,003,004,004 (commas with no space) :type value: String :returns: List :example: >>> convert_to_integer_list('003,003,004,004') ['003', '003', '004', '004']
3.970157
4.513855
0.879549
geocoded = geocoder.google(address) precision_km = geocode_confidences[geocoded.confidence] if precision_km <= required_precision_km: (lon, lat) = geocoded.geometry['coordinates'] return {'lat': lat, 'lon': lon} else: raise ValueError("Address could not be precisely located...
def geocode(address, required_precision_km=1.)
Identifies the coordinates of an address :param address: the address to be geocoded :type value: String :param required_precision_km: the maximum permissible geographic uncertainty for the geocoding :type required_precision_km: float :returns: dict :exa...
4.634099
5.101321
0.908412
if isinstance(value, list) or value is None: return value else: s = re.findall('([-+]?\d*\.\d+|\d+|[-+]?\d+)', value) for k, v in enumerate(s): try: s[k] = float(v) except ValueError: pass return s
def convert_to_float_list(value)
Converts a comma separate string to a list :param value: the format must be 1.2,-3.5 (commas with no space) :type value: String :returns: List :example: >>> convert_to_integer_list('003,003,004,004') [1.2, -3.5]
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2.875625
0.885992
# out of bound check # If it is completely outside of target bounds, return target bounds if ((bounds2[0] > bounds1[0] and bounds2[2] > bounds1[0]) or (bounds2[2] < bounds1[2] and bounds2[2] < bounds1[0])): return bounds1 if ((bounds2[1] < bounds1[1] and bounds2[3] < bounds1[1...
def adjust_bounding_box(bounds1, bounds2)
If the bounds 2 corners are outside of bounds1, they will be adjusted to bounds1 corners @params bounds1 - The source bounding box bounds2 - The target bounding box that has to be within bounds1 @return A bounding box tuple in (y1, x1, y2, x2) format
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1.733351
1.02896
try: bands = convert_to_integer_list(bands) if pansharpen: p = PanSharpen(path, bands=bands, dst_path=settings.PROCESSED_IMAGE, verbose=verbose, force_unzip=force_unzip, bounds=bounds) elif ndvigrey: p = NDVI(path, verbose=verbose, dst_...
def process_image(path, bands=None, verbose=False, pansharpen=False, ndvi=False, force_unzip=None, ndvigrey=False, bounds=None)
Handles constructing and image process. :param path: The path to the image that has to be processed :type path: String :param bands: List of bands that has to be processed. (optional) :type bands: List :param verbose: Sets the level of verbosity. Default is F...
2.374933
2.467534
0.962472
bands = [] try: for i, band in enumerate(self.bands): bands.append(rasterio.open(self.bands_path[i]).read_band(1)) except IOError as e: exit(e.message, 1) return bands
def _read_bands(self)
Reads a band with rasterio
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3.773697
1.116918
self.output("Unzipping %s - It might take some time" % scene, normal=True, arrow=True) try: # check if file is already unzipped, skip if isdir(dst) and not force_unzip: self.output('%s is already unzipped.' % scene, normal=True, color='green', indent=1) ...
def _unzip(self, src, dst, scene, force_unzip=False)
Unzip tar files
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3.4874
1.035582
filename = get_file(path).split('.') if filename[-1] in ['bz', 'bz2', 'gz']: return True return False
def _check_if_zipped(self, path)
Checks if the filename shows a tar/zip file
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5.271735
1.281536
self.output('Calculating cloud and snow coverage from QA band', normal=True, arrow=True) a = rasterio.open(join(self.scene_path, self._get_full_filename('QA'))).read_band(1) cloud_high_conf = int('1100000000000000', 2) snow_high_conf = int('0000110000000000', 2) fill_pi...
def _calculate_cloud_ice_perc(self)
Return the percentage of pixels that are either cloud or snow with high confidence (> 67%).
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2.700096
1.109146
filename = '' if prefix: filename += str(prefix) + '_' if name: filename += str(name) else: filename += str(self.scene) if suffix: filename += '_' + str(suffix) if self.clipped: bounds = [tuple(self...
def _filename(self, name=None, suffix=None, prefix=None)
File name generator for processed images
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3.274452
1.081601
self.output("Clipping", normal=True) # create new folder for clipped images path = check_create_folder(join(self.scene_path, 'clipped')) try: temp_bands = copy(self.bands) temp_bands.append('QA') for i, band in enumerate(temp_bands): ...
def clip(self)
Clip images based on bounds provided Implementation is borrowed from https://github.com/brendan-ward/rasterio/blob/e3687ce0ccf8ad92844c16d913a6482d5142cf48/rasterio/rio/convert.py
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1.060861
self.output('Image processing started for bands %s' % '-'.join(map(str, self.bands)), normal=True, arrow=True) bands = self._read_bands() image_data = self._get_image_data() new_bands = self._generate_new_bands(image_data['shape']) self._warp(image_data, bands, new_b...
def run(self)
Executes the image processing. :returns: (String) the path to the processed image
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1.023031
self.output('PanSharpened Image processing started for bands %s' % '-'.join(map(str, self.bands)), normal=True, arrow=True) bands = self._read_bands() image_data = self._get_image_data() new_bands = self._generate_new_bands(image_data['shape']) ba...
def run(self)
Executes the pansharpen image processing. :returns: (String) the path to the processed image
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self.output("Rescaling", normal=True, arrow=True) for key, band in enumerate(bands): self.output("band %s" % self.bands[key], normal=True, color='green', indent=1) bands[key] = sktransform.rescale(band, 2) bands[key] = (bands[key] * 65535).astype('uint16') ...
def _rescale(self, bands)
Rescale bands
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1.022323
if error and value and (normal or self.verbose): return self._print(value, color='red', indent=indent) if self.verbose or normal: return self._print(value, color, arrow, indent) return
def output(self, value, normal=False, color=None, error=False, arrow=False, indent=None)
Handles verbosity of this calls. if priority is set to 1, the value is printed if class instance verbose is True, the value is printed :param value: a string representing the message to be printed :type value: String :param normal: if set to ...
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5.074367
0.908288
if self.verbose: proc = subprocess.Popen(argv, stderr=subprocess.PIPE) else: proc = subprocess.Popen(argv, stdout=subprocess.PIPE, stderr=subprocess.PIPE) self.output(proc.stderr.read(), error=True) return
def subprocess(self, argv)
Execute subprocess commands with proper ouput. This is no longer used in landsat-util :param argv: A list of subprocess arguments :type argv: List :returns: void
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3.068715
1.038594
self.output(message, normal=True, color="green") sys.exit()
def exit(self, message)
outputs an exit message and exits :param message: The message to be outputed :type message: String :returns: void
11.88582
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if color: msg = colored(msg, color) if arrow: msg = colored('===> ', 'blue') + msg if indent: msg = (' ' * indent) + msg print(msg) return msg
def _print(self, msg, color=None, arrow=False, indent=None)
Print the msg with the color provided.
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3.540753
1.068808
"query the names and values of nanomsg symbols" value = ctypes.c_int() name_value_pairs = [] i = 0 while True: name = _nn_symbol(i, ctypes.byref(value)) if name is None: break i += 1 name_value_pairs.append((name.decode('ascii'), value.value)) return n...
def nn_symbols()
query the names and values of nanomsg symbols
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3.064734
1.295279
try: return _nn_setsockopt(socket, level, option, ctypes.addressof(value), len(value)) except (TypeError, AttributeError): buf_value = ctypes.create_string_buffer(value) return _nn_setsockopt(socket, level, option, ctypes.a...
def nn_setsockopt(socket, level, option, value)
set a socket option socket - socket number level - option level option - option value - a readable byte buffer (not a Unicode string) containing the value returns - 0 on success or < 0 on error
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2.769997
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if memoryview(value).readonly: raise TypeError('Writable buffer is required') size_t_size = ctypes.c_size_t(len(value)) rtn = _nn_getsockopt(socket, level, option, ctypes.addressof(value), ctypes.byref(size_t_size)) return (rtn, size_t_size.value)
def nn_getsockopt(socket, level, option, value)
retrieve a socket option socket - socket number level - option level option - option value - a writable byte buffer (e.g. a bytearray) which the option value will be copied to returns - number of bytes copied or on error nunber < 0
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4.22455
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"send a message" try: return _nn_send(socket, ctypes.addressof(msg), len(buffer(msg)), flags) except (TypeError, AttributeError): buf_msg = ctypes.create_string_buffer(msg) return _nn_send(socket, ctypes.addressof(buf_msg), len(msg), flags)
def nn_send(socket, msg, flags)
send a message
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3.4552
0.962838
"allocate a message" pointer = _nn_allocmsg(size, type) if pointer is None: return None return _create_message(pointer, size)
def nn_allocmsg(size, type)
allocate a message
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5.323575
0.873819
polls = [] for i, entry in enumerate(fds.items()): s = PollFds() fd, event = entry s.fd = fd s.events = event s.revents = 0 polls.append(s) poll_array = (PollFds*len(fds))(*polls) res = _nn_poll(poll_array, len(fds), int(timeout)) if res <= 0: ...
def nn_poll(fds, timeout=-1)
nn_pollfds :param fds: dict (file descriptor => pollmode) :param timeout: timeout in milliseconds :return:
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