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train
SArray.date_range
Returns a new SArray that represents a fixed frequency datetime index. Parameters ---------- start_time : datetime.datetime Left bound for generating dates. end_time : datetime.datetime Right bound for generating dates. freq : datetime.timedelta F...
src/unity/python/turicreate/data_structures/sarray.py
def date_range(cls,start_time,end_time,freq): ''' Returns a new SArray that represents a fixed frequency datetime index. Parameters ---------- start_time : datetime.datetime Left bound for generating dates. end_time : datetime.datetime Right bound fo...
def date_range(cls,start_time,end_time,freq): ''' Returns a new SArray that represents a fixed frequency datetime index. Parameters ---------- start_time : datetime.datetime Left bound for generating dates. end_time : datetime.datetime Right bound fo...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L431-L475
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.from_const
Constructs an SArray of size with a const value. Parameters ---------- value : [int | float | str | array.array | list | dict | datetime] The value to fill the SArray size : int The size of the SArray dtype : type The type of the SArray. If not spec...
src/unity/python/turicreate/data_structures/sarray.py
def from_const(cls, value, size, dtype=type(None)): """ Constructs an SArray of size with a const value. Parameters ---------- value : [int | float | str | array.array | list | dict | datetime] The value to fill the SArray size : int The size of the S...
def from_const(cls, value, size, dtype=type(None)): """ Constructs an SArray of size with a const value. Parameters ---------- value : [int | float | str | array.array | list | dict | datetime] The value to fill the SArray size : int The size of the S...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L478-L508
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.from_sequence
from_sequence(start=0, stop) Create an SArray from sequence .. sourcecode:: python Construct an SArray of integer values from 0 to 999 >>> tc.SArray.from_sequence(1000) This is equivalent, but more efficient than: >>> tc.SArray(range(1000)) ...
src/unity/python/turicreate/data_structures/sarray.py
def from_sequence(cls, *args): """ from_sequence(start=0, stop) Create an SArray from sequence .. sourcecode:: python Construct an SArray of integer values from 0 to 999 >>> tc.SArray.from_sequence(1000) This is equivalent, but more efficient than...
def from_sequence(cls, *args): """ from_sequence(start=0, stop) Create an SArray from sequence .. sourcecode:: python Construct an SArray of integer values from 0 to 999 >>> tc.SArray.from_sequence(1000) This is equivalent, but more efficient than...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L511-L563
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.read_json
Construct an SArray from a json file or glob of json files. The json file must contain a list of dictionaries. The returned SArray type will be of dict type Parameters ---------- filename : str The filename or glob to load into an SArray. Examples ----...
src/unity/python/turicreate/data_structures/sarray.py
def read_json(cls, filename): """ Construct an SArray from a json file or glob of json files. The json file must contain a list of dictionaries. The returned SArray type will be of dict type Parameters ---------- filename : str The filename or glob to l...
def read_json(cls, filename): """ Construct an SArray from a json file or glob of json files. The json file must contain a list of dictionaries. The returned SArray type will be of dict type Parameters ---------- filename : str The filename or glob to l...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L566-L590
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.where
Selects elements from either istrue or isfalse depending on the value of the condition SArray. Parameters ---------- condition : SArray An SArray of values such that for each value, if non-zero, yields a value from istrue, otherwise from isfalse. istrue : SArray...
src/unity/python/turicreate/data_structures/sarray.py
def where(cls, condition, istrue, isfalse, dtype=None): """ Selects elements from either istrue or isfalse depending on the value of the condition SArray. Parameters ---------- condition : SArray An SArray of values such that for each value, if non-zero, yields a...
def where(cls, condition, istrue, isfalse, dtype=None): """ Selects elements from either istrue or isfalse depending on the value of the condition SArray. Parameters ---------- condition : SArray An SArray of values such that for each value, if non-zero, yields a...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L593-L675
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.save
Saves the SArray to file. The saved SArray will be in a directory named with the `targetfile` parameter. Parameters ---------- filename : string A local path or a remote URL. If format is 'text', it will be saved as a text file. If format is 'binary', a...
src/unity/python/turicreate/data_structures/sarray.py
def save(self, filename, format=None): """ Saves the SArray to file. The saved SArray will be in a directory named with the `targetfile` parameter. Parameters ---------- filename : string A local path or a remote URL. If format is 'text', it will be...
def save(self, filename, format=None): """ Saves the SArray to file. The saved SArray will be in a directory named with the `targetfile` parameter. Parameters ---------- filename : string A local path or a remote URL. If format is 'text', it will be...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L705-L743
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.vector_slice
If this SArray contains vectors or lists, this returns a new SArray containing each individual element sliced, between start and end (exclusive). Parameters ---------- start : int The start position of the slice. end : int, optional. The end posi...
src/unity/python/turicreate/data_structures/sarray.py
def vector_slice(self, start, end=None): """ If this SArray contains vectors or lists, this returns a new SArray containing each individual element sliced, between start and end (exclusive). Parameters ---------- start : int The start position of the ...
def vector_slice(self, start, end=None): """ If this SArray contains vectors or lists, this returns a new SArray containing each individual element sliced, between start and end (exclusive). Parameters ---------- start : int The start position of the ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L1370-L1451
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.element_slice
This returns an SArray with each element sliced accordingly to the slice specified. This is conceptually equivalent to: >>> g.apply(lambda x: x[start:step:stop]) The SArray must be of type list, vector, or string. For instance: >>> g = SArray(["abcdef","qwerty"]) >>> ...
src/unity/python/turicreate/data_structures/sarray.py
def element_slice(self, start=None, stop=None, step=None): """ This returns an SArray with each element sliced accordingly to the slice specified. This is conceptually equivalent to: >>> g.apply(lambda x: x[start:step:stop]) The SArray must be of type list, vector, or string. ...
def element_slice(self, start=None, stop=None, step=None): """ This returns an SArray with each element sliced accordingly to the slice specified. This is conceptually equivalent to: >>> g.apply(lambda x: x[start:step:stop]) The SArray must be of type list, vector, or string. ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L1453-L1504
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray._count_words
This returns an SArray with, for each input string, a dict from the unique, delimited substrings to their number of occurrences within the original string. The SArray must be of type string. ..WARNING:: This function is deprecated, and will be removed in future versions of Turi...
src/unity/python/turicreate/data_structures/sarray.py
def _count_words(self, to_lower=True, delimiters=["\r", "\v", "\n", "\f", "\t", " "]): """ This returns an SArray with, for each input string, a dict from the unique, delimited substrings to their number of occurrences within the original string. The SArray must be of type strin...
def _count_words(self, to_lower=True, delimiters=["\r", "\v", "\n", "\f", "\t", " "]): """ This returns an SArray with, for each input string, a dict from the unique, delimited substrings to their number of occurrences within the original string. The SArray must be of type strin...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L1506-L1558
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray._count_ngrams
For documentation, see turicreate.text_analytics.count_ngrams(). ..WARNING:: This function is deprecated, and will be removed in future versions of Turi Create. Please use the `text_analytics.count_words` function instead.
src/unity/python/turicreate/data_structures/sarray.py
def _count_ngrams(self, n=2, method="word", to_lower=True, ignore_space=True): """ For documentation, see turicreate.text_analytics.count_ngrams(). ..WARNING:: This function is deprecated, and will be removed in future versions of Turi Create. Please use the `text_analytics.count_words`...
def _count_ngrams(self, n=2, method="word", to_lower=True, ignore_space=True): """ For documentation, see turicreate.text_analytics.count_ngrams(). ..WARNING:: This function is deprecated, and will be removed in future versions of Turi Create. Please use the `text_analytics.count_words`...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L1560-L1594
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.dict_trim_by_keys
Filter an SArray of dictionary type by the given keys. By default, all keys that are in the provided list in ``keys`` are *excluded* from the returned SArray. Parameters ---------- keys : list A collection of keys to trim down the elements in the SArray. exc...
src/unity/python/turicreate/data_structures/sarray.py
def dict_trim_by_keys(self, keys, exclude=True): """ Filter an SArray of dictionary type by the given keys. By default, all keys that are in the provided list in ``keys`` are *excluded* from the returned SArray. Parameters ---------- keys : list A col...
def dict_trim_by_keys(self, keys, exclude=True): """ Filter an SArray of dictionary type by the given keys. By default, all keys that are in the provided list in ``keys`` are *excluded* from the returned SArray. Parameters ---------- keys : list A col...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L1596-L1635
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.dict_trim_by_values
Filter dictionary values to a given range (inclusive). Trimming is only performed on values which can be compared to the bound values. Fails on SArrays whose data type is not ``dict``. Parameters ---------- lower : int or long or float, optional The lowest dictionary...
src/unity/python/turicreate/data_structures/sarray.py
def dict_trim_by_values(self, lower=None, upper=None): """ Filter dictionary values to a given range (inclusive). Trimming is only performed on values which can be compared to the bound values. Fails on SArrays whose data type is not ``dict``. Parameters ---------- ...
def dict_trim_by_values(self, lower=None, upper=None): """ Filter dictionary values to a given range (inclusive). Trimming is only performed on values which can be compared to the bound values. Fails on SArrays whose data type is not ``dict``. Parameters ---------- ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L1637-L1686
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.dict_has_any_keys
Create a boolean SArray by checking the keys of an SArray of dictionaries. An element of the output SArray is True if the corresponding input element's dictionary has any of the given keys. Fails on SArrays whose data type is not ``dict``. Parameters ---------- keys : li...
src/unity/python/turicreate/data_structures/sarray.py
def dict_has_any_keys(self, keys): """ Create a boolean SArray by checking the keys of an SArray of dictionaries. An element of the output SArray is True if the corresponding input element's dictionary has any of the given keys. Fails on SArrays whose data type is not ``dict``. ...
def dict_has_any_keys(self, keys): """ Create a boolean SArray by checking the keys of an SArray of dictionaries. An element of the output SArray is True if the corresponding input element's dictionary has any of the given keys. Fails on SArrays whose data type is not ``dict``. ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L1745-L1781
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.dict_has_all_keys
Create a boolean SArray by checking the keys of an SArray of dictionaries. An element of the output SArray is True if the corresponding input element's dictionary has all of the given keys. Fails on SArrays whose data type is not ``dict``. Parameters ---------- keys : li...
src/unity/python/turicreate/data_structures/sarray.py
def dict_has_all_keys(self, keys): """ Create a boolean SArray by checking the keys of an SArray of dictionaries. An element of the output SArray is True if the corresponding input element's dictionary has all of the given keys. Fails on SArrays whose data type is not ``dict``. ...
def dict_has_all_keys(self, keys): """ Create a boolean SArray by checking the keys of an SArray of dictionaries. An element of the output SArray is True if the corresponding input element's dictionary has all of the given keys. Fails on SArrays whose data type is not ``dict``. ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L1783-L1819
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.apply
apply(fn, dtype=None, skip_na=True, seed=None) Transform each element of the SArray by a given function. The result SArray is of type ``dtype``. ``fn`` should be a function that returns exactly one value which can be cast into the type specified by ``dtype``. If ``dtype`` is not specifi...
src/unity/python/turicreate/data_structures/sarray.py
def apply(self, fn, dtype=None, skip_na=True, seed=None): """ apply(fn, dtype=None, skip_na=True, seed=None) Transform each element of the SArray by a given function. The result SArray is of type ``dtype``. ``fn`` should be a function that returns exactly one value which can be ...
def apply(self, fn, dtype=None, skip_na=True, seed=None): """ apply(fn, dtype=None, skip_na=True, seed=None) Transform each element of the SArray by a given function. The result SArray is of type ``dtype``. ``fn`` should be a function that returns exactly one value which can be ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L1821-L1920
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.filter
Filter this SArray by a function. Returns a new SArray filtered by this SArray. If `fn` evaluates an element to true, this element is copied to the new SArray. If not, it isn't. Throws an exception if the return type of `fn` is not castable to a boolean value. Parameters ...
src/unity/python/turicreate/data_structures/sarray.py
def filter(self, fn, skip_na=True, seed=None): """ Filter this SArray by a function. Returns a new SArray filtered by this SArray. If `fn` evaluates an element to true, this element is copied to the new SArray. If not, it isn't. Throws an exception if the return type of `fn` is...
def filter(self, fn, skip_na=True, seed=None): """ Filter this SArray by a function. Returns a new SArray filtered by this SArray. If `fn` evaluates an element to true, this element is copied to the new SArray. If not, it isn't. Throws an exception if the return type of `fn` is...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L1923-L1963
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.sample
Create an SArray which contains a subsample of the current SArray. Parameters ---------- fraction : float Fraction of the rows to fetch. Must be between 0 and 1. if exact is False (default), the number of rows returned is approximately the fraction times the ...
src/unity/python/turicreate/data_structures/sarray.py
def sample(self, fraction, seed=None, exact=False): """ Create an SArray which contains a subsample of the current SArray. Parameters ---------- fraction : float Fraction of the rows to fetch. Must be between 0 and 1. if exact is False (default), the numb...
def sample(self, fraction, seed=None, exact=False): """ Create an SArray which contains a subsample of the current SArray. Parameters ---------- fraction : float Fraction of the rows to fetch. Must be between 0 and 1. if exact is False (default), the numb...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L1966-L2006
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.hash
Returns an SArray with a hash of each element. seed can be used to change the hash function to allow this method to be used for random number generation. Parameters ---------- seed : int Defaults to 0. Can be changed to different values to get different h...
src/unity/python/turicreate/data_structures/sarray.py
def hash(self, seed=0): """ Returns an SArray with a hash of each element. seed can be used to change the hash function to allow this method to be used for random number generation. Parameters ---------- seed : int Defaults to 0. Can be changed to dif...
def hash(self, seed=0): """ Returns an SArray with a hash of each element. seed can be used to change the hash function to allow this method to be used for random number generation. Parameters ---------- seed : int Defaults to 0. Can be changed to dif...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2008-L2027
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.random_integers
Returns an SArray with random integer values.
src/unity/python/turicreate/data_structures/sarray.py
def random_integers(cls, size, seed=None): """ Returns an SArray with random integer values. """ if seed is None: seed = abs(hash("%0.20f" % time.time())) % (2 ** 31) return cls.from_sequence(size).hash(seed)
def random_integers(cls, size, seed=None): """ Returns an SArray with random integer values. """ if seed is None: seed = abs(hash("%0.20f" % time.time())) % (2 ** 31) return cls.from_sequence(size).hash(seed)
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2030-L2036
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.argmin
Get the index of the minimum numeric value in SArray. Returns None on an empty SArray. Raises an exception if called on an SArray with non-numeric type. Returns ------- out : int index of the minimum value of SArray See Also -------- argmax ...
src/unity/python/turicreate/data_structures/sarray.py
def argmin(self): """ Get the index of the minimum numeric value in SArray. Returns None on an empty SArray. Raises an exception if called on an SArray with non-numeric type. Returns ------- out : int index of the minimum value of SArray See...
def argmin(self): """ Get the index of the minimum numeric value in SArray. Returns None on an empty SArray. Raises an exception if called on an SArray with non-numeric type. Returns ------- out : int index of the minimum value of SArray See...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2201-L2231
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.mean
Mean of all the values in the SArray, or mean image. Returns None on an empty SArray. Raises an exception if called on an SArray with non-numeric type or non-Image type. Returns ------- out : float | turicreate.Image Mean of all values in SArray, or image holding pe...
src/unity/python/turicreate/data_structures/sarray.py
def mean(self): """ Mean of all the values in the SArray, or mean image. Returns None on an empty SArray. Raises an exception if called on an SArray with non-numeric type or non-Image type. Returns ------- out : float | turicreate.Image Mean of all v...
def mean(self): """ Mean of all the values in the SArray, or mean image. Returns None on an empty SArray. Raises an exception if called on an SArray with non-numeric type or non-Image type. Returns ------- out : float | turicreate.Image Mean of all v...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2252-L2270
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.datetime_to_str
Create a new SArray with all the values cast to str. The string format is specified by the 'format' parameter. Parameters ---------- format : str The format to output the string. Default format is "%Y-%m-%dT%H:%M:%S%ZP". Returns ------- out : SArray[...
src/unity/python/turicreate/data_structures/sarray.py
def datetime_to_str(self,format="%Y-%m-%dT%H:%M:%S%ZP"): """ Create a new SArray with all the values cast to str. The string format is specified by the 'format' parameter. Parameters ---------- format : str The format to output the string. Default format is "...
def datetime_to_str(self,format="%Y-%m-%dT%H:%M:%S%ZP"): """ Create a new SArray with all the values cast to str. The string format is specified by the 'format' parameter. Parameters ---------- format : str The format to output the string. Default format is "...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2338-L2375
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.str_to_datetime
Create a new SArray with all the values cast to datetime. The string format is specified by the 'format' parameter. Parameters ---------- format : str The string format of the input SArray. Default format is "%Y-%m-%dT%H:%M:%S%ZP". If format is "ISO", the the for...
src/unity/python/turicreate/data_structures/sarray.py
def str_to_datetime(self,format="%Y-%m-%dT%H:%M:%S%ZP"): """ Create a new SArray with all the values cast to datetime. The string format is specified by the 'format' parameter. Parameters ---------- format : str The string format of the input SArray. Default ...
def str_to_datetime(self,format="%Y-%m-%dT%H:%M:%S%ZP"): """ Create a new SArray with all the values cast to datetime. The string format is specified by the 'format' parameter. Parameters ---------- format : str The string format of the input SArray. Default ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2377-L2413
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.pixel_array_to_image
Create a new SArray with all the values cast to :py:class:`turicreate.image.Image` of uniform size. Parameters ---------- width: int The width of the new images. height: int The height of the new images. channels: int. Number of chan...
src/unity/python/turicreate/data_structures/sarray.py
def pixel_array_to_image(self, width, height, channels, undefined_on_failure=True, allow_rounding=False): """ Create a new SArray with all the values cast to :py:class:`turicreate.image.Image` of uniform size. Parameters ---------- width: int The width of the...
def pixel_array_to_image(self, width, height, channels, undefined_on_failure=True, allow_rounding=False): """ Create a new SArray with all the values cast to :py:class:`turicreate.image.Image` of uniform size. Parameters ---------- width: int The width of the...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2415-L2478
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.astype
Create a new SArray with all values cast to the given type. Throws an exception if the types are not castable to the given type. Parameters ---------- dtype : {int, float, str, list, array.array, dict, datetime.datetime} The type to cast the elements to in SArray un...
src/unity/python/turicreate/data_structures/sarray.py
def astype(self, dtype, undefined_on_failure=False): """ Create a new SArray with all values cast to the given type. Throws an exception if the types are not castable to the given type. Parameters ---------- dtype : {int, float, str, list, array.array, dict, datetime.dat...
def astype(self, dtype, undefined_on_failure=False): """ Create a new SArray with all values cast to the given type. Throws an exception if the types are not castable to the given type. Parameters ---------- dtype : {int, float, str, list, array.array, dict, datetime.dat...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2480-L2531
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.clip
Create a new SArray with each value clipped to be within the given bounds. In this case, "clipped" means that values below the lower bound will be set to the lower bound value. Values above the upper bound will be set to the upper bound value. This function can operate on SArrays of ...
src/unity/python/turicreate/data_structures/sarray.py
def clip(self, lower=float('nan'), upper=float('nan')): """ Create a new SArray with each value clipped to be within the given bounds. In this case, "clipped" means that values below the lower bound will be set to the lower bound value. Values above the upper bound will be set ...
def clip(self, lower=float('nan'), upper=float('nan')): """ Create a new SArray with each value clipped to be within the given bounds. In this case, "clipped" means that values below the lower bound will be set to the lower bound value. Values above the upper bound will be set ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2533-L2573
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.clip_lower
Create new SArray with all values clipped to the given lower bound. This function can operate on numeric arrays, as well as vector arrays, in which case each individual element in each vector is clipped. Throws an exception if the SArray is empty or the types are non-numeric. Parameters...
src/unity/python/turicreate/data_structures/sarray.py
def clip_lower(self, threshold): """ Create new SArray with all values clipped to the given lower bound. This function can operate on numeric arrays, as well as vector arrays, in which case each individual element in each vector is clipped. Throws an exception if the SArray is em...
def clip_lower(self, threshold): """ Create new SArray with all values clipped to the given lower bound. This function can operate on numeric arrays, as well as vector arrays, in which case each individual element in each vector is clipped. Throws an exception if the SArray is em...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2575-L2604
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.tail
Get an SArray that contains the last n elements in the SArray. Parameters ---------- n : int The number of elements to fetch Returns ------- out : SArray A new SArray which contains the last n rows of the current SArray.
src/unity/python/turicreate/data_structures/sarray.py
def tail(self, n=10): """ Get an SArray that contains the last n elements in the SArray. Parameters ---------- n : int The number of elements to fetch Returns ------- out : SArray A new SArray which contains the last n rows of the...
def tail(self, n=10): """ Get an SArray that contains the last n elements in the SArray. Parameters ---------- n : int The number of elements to fetch Returns ------- out : SArray A new SArray which contains the last n rows of the...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2637-L2652
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.fillna
Create new SArray with all missing values (None or NaN) filled in with the given value. The size of the new SArray will be the same as the original SArray. If the given value is not the same type as the values in the SArray, `fillna` will attempt to convert the value to the original SAr...
src/unity/python/turicreate/data_structures/sarray.py
def fillna(self, value): """ Create new SArray with all missing values (None or NaN) filled in with the given value. The size of the new SArray will be the same as the original SArray. If the given value is not the same type as the values in the SArray, `fillna` will att...
def fillna(self, value): """ Create new SArray with all missing values (None or NaN) filled in with the given value. The size of the new SArray will be the same as the original SArray. If the given value is not the same type as the values in the SArray, `fillna` will att...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2673-L2695
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.is_topk
Create an SArray indicating which elements are in the top k. Entries are '1' if the corresponding element in the current SArray is a part of the top k elements, and '0' if that corresponding element is not. Order is descending by default. Parameters ---------- topk : in...
src/unity/python/turicreate/data_structures/sarray.py
def is_topk(self, topk=10, reverse=False): """ Create an SArray indicating which elements are in the top k. Entries are '1' if the corresponding element in the current SArray is a part of the top k elements, and '0' if that corresponding element is not. Order is descending by de...
def is_topk(self, topk=10, reverse=False): """ Create an SArray indicating which elements are in the top k. Entries are '1' if the corresponding element in the current SArray is a part of the top k elements, and '0' if that corresponding element is not. Order is descending by de...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2697-L2722
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.summary
Summary statistics that can be calculated with one pass over the SArray. Returns a turicreate.Sketch object which can be further queried for many descriptive statistics over this SArray. Many of the statistics are approximate. See the :class:`~turicreate.Sketch` documentation for more d...
src/unity/python/turicreate/data_structures/sarray.py
def summary(self, background=False, sub_sketch_keys=None): """ Summary statistics that can be calculated with one pass over the SArray. Returns a turicreate.Sketch object which can be further queried for many descriptive statistics over this SArray. Many of the statistics are ap...
def summary(self, background=False, sub_sketch_keys=None): """ Summary statistics that can be calculated with one pass over the SArray. Returns a turicreate.Sketch object which can be further queried for many descriptive statistics over this SArray. Many of the statistics are ap...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2724-L2775
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.value_counts
Return an SFrame containing counts of unique values. The resulting SFrame will be sorted in descending frequency. Returns ------- out : SFrame An SFrame containing 2 columns : 'value', and 'count'. The SFrame will be sorted in descending order by the column 'coun...
src/unity/python/turicreate/data_structures/sarray.py
def value_counts(self): """ Return an SFrame containing counts of unique values. The resulting SFrame will be sorted in descending frequency. Returns ------- out : SFrame An SFrame containing 2 columns : 'value', and 'count'. The SFrame will be so...
def value_counts(self): """ Return an SFrame containing counts of unique values. The resulting SFrame will be sorted in descending frequency. Returns ------- out : SFrame An SFrame containing 2 columns : 'value', and 'count'. The SFrame will be so...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2777-L2811
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.append
Append an SArray to the current SArray. Creates a new SArray with the rows from both SArrays. Both SArrays must be of the same type. Parameters ---------- other : SArray Another SArray whose rows are appended to current SArray. Returns ------- out : ...
src/unity/python/turicreate/data_structures/sarray.py
def append(self, other): """ Append an SArray to the current SArray. Creates a new SArray with the rows from both SArrays. Both SArrays must be of the same type. Parameters ---------- other : SArray Another SArray whose rows are appended to current SArray. ...
def append(self, other): """ Append an SArray to the current SArray. Creates a new SArray with the rows from both SArrays. Both SArrays must be of the same type. Parameters ---------- other : SArray Another SArray whose rows are appended to current SArray. ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2814-L2850
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.unique
Get all unique values in the current SArray. Raises a TypeError if the SArray is of dictionary type. Will not necessarily preserve the order of the given SArray in the new SArray. Returns ------- out : SArray A new SArray that contains the unique values of the curr...
src/unity/python/turicreate/data_structures/sarray.py
def unique(self): """ Get all unique values in the current SArray. Raises a TypeError if the SArray is of dictionary type. Will not necessarily preserve the order of the given SArray in the new SArray. Returns ------- out : SArray A new SArray that ...
def unique(self): """ Get all unique values in the current SArray. Raises a TypeError if the SArray is of dictionary type. Will not necessarily preserve the order of the given SArray in the new SArray. Returns ------- out : SArray A new SArray that ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2852-L2876
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.show
Visualize the SArray. Notes ----- - The plot will render either inline in a Jupyter Notebook, or in a native GUI window, depending on the value provided in `turicreate.visualization.set_target` (defaults to 'auto'). Parameters ---------- title : str ...
src/unity/python/turicreate/data_structures/sarray.py
def show(self, title=LABEL_DEFAULT, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT): """ Visualize the SArray. Notes ----- - The plot will render either inline in a Jupyter Notebook, or in a native GUI window, depending on the value provided in `turicreate.visual...
def show(self, title=LABEL_DEFAULT, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT): """ Visualize the SArray. Notes ----- - The plot will render either inline in a Jupyter Notebook, or in a native GUI window, depending on the value provided in `turicreate.visual...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2905-L2946
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.plot
Create a Plot object representing the SArray. Notes ----- - The plot will render either inline in a Jupyter Notebook, or in a native GUI window, depending on the value provided in `turicreate.visualization.set_target` (defaults to 'auto'). Parameters -------...
src/unity/python/turicreate/data_structures/sarray.py
def plot(self, title=LABEL_DEFAULT, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT): """ Create a Plot object representing the SArray. Notes ----- - The plot will render either inline in a Jupyter Notebook, or in a native GUI window, depending on the value provided in ...
def plot(self, title=LABEL_DEFAULT, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT): """ Create a Plot object representing the SArray. Notes ----- - The plot will render either inline in a Jupyter Notebook, or in a native GUI window, depending on the value provided in ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L2948-L3006
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.item_length
Length of each element in the current SArray. Only works on SArrays of dict, array, or list type. If a given element is a missing value, then the output elements is also a missing value. This function is equivalent to the following but more performant: sa_item_len = sa.apply(lambd...
src/unity/python/turicreate/data_structures/sarray.py
def item_length(self): """ Length of each element in the current SArray. Only works on SArrays of dict, array, or list type. If a given element is a missing value, then the output elements is also a missing value. This function is equivalent to the following but more performant:...
def item_length(self): """ Length of each element in the current SArray. Only works on SArrays of dict, array, or list type. If a given element is a missing value, then the output elements is also a missing value. This function is equivalent to the following but more performant:...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L3008-L3043
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.random_split
Randomly split the rows of an SArray into two SArrays. The first SArray contains *M* rows, sampled uniformly (without replacement) from the original SArray. *M* is approximately the fraction times the original number of rows. The second SArray contains the remaining rows of the original ...
src/unity/python/turicreate/data_structures/sarray.py
def random_split(self, fraction, seed=None): """ Randomly split the rows of an SArray into two SArrays. The first SArray contains *M* rows, sampled uniformly (without replacement) from the original SArray. *M* is approximately the fraction times the original number of rows. The s...
def random_split(self, fraction, seed=None): """ Randomly split the rows of an SArray into two SArrays. The first SArray contains *M* rows, sampled uniformly (without replacement) from the original SArray. *M* is approximately the fraction times the original number of rows. The s...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L3045-L3081
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.split_datetime
Splits an SArray of datetime type to multiple columns, return a new SFrame that contains expanded columns. A SArray of datetime will be split by default into an SFrame of 6 columns, one for each year/month/day/hour/minute/second element. **Column Naming** When splitting a SArra...
src/unity/python/turicreate/data_structures/sarray.py
def split_datetime(self, column_name_prefix = "X", limit=None, timezone=False): """ Splits an SArray of datetime type to multiple columns, return a new SFrame that contains expanded columns. A SArray of datetime will be split by default into an SFrame of 6 columns, one for each y...
def split_datetime(self, column_name_prefix = "X", limit=None, timezone=False): """ Splits an SArray of datetime type to multiple columns, return a new SFrame that contains expanded columns. A SArray of datetime will be split by default into an SFrame of 6 columns, one for each y...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L3083-L3217
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.stack
Convert a "wide" SArray to one or two "tall" columns in an SFrame by stacking all values. The stack works only for columns of dict, list, or array type. If the column is dict type, two new columns are created as a result of stacking: one column holds the key and another column holds th...
src/unity/python/turicreate/data_structures/sarray.py
def stack(self, new_column_name=None, drop_na=False, new_column_type=None): """ Convert a "wide" SArray to one or two "tall" columns in an SFrame by stacking all values. The stack works only for columns of dict, list, or array type. If the column is dict type, two new columns a...
def stack(self, new_column_name=None, drop_na=False, new_column_type=None): """ Convert a "wide" SArray to one or two "tall" columns in an SFrame by stacking all values. The stack works only for columns of dict, list, or array type. If the column is dict type, two new columns a...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L3219-L3294
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.unpack
Convert an SArray of list, array, or dict type to an SFrame with multiple columns. `unpack` expands an SArray using the values of each list/array/dict as elements in a new SFrame of multiple columns. For example, an SArray of lists each of length 4 will be expanded into an SFrame of 4 c...
src/unity/python/turicreate/data_structures/sarray.py
def unpack(self, column_name_prefix = "X", column_types=None, na_value=None, limit=None): """ Convert an SArray of list, array, or dict type to an SFrame with multiple columns. `unpack` expands an SArray using the values of each list/array/dict as elements in a new SFrame of mul...
def unpack(self, column_name_prefix = "X", column_types=None, na_value=None, limit=None): """ Convert an SArray of list, array, or dict type to an SFrame with multiple columns. `unpack` expands an SArray using the values of each list/array/dict as elements in a new SFrame of mul...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L3296-L3493
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.sort
Sort all values in this SArray. Sort only works for sarray of type str, int and float, otherwise TypeError will be raised. Creates a new, sorted SArray. Parameters ---------- ascending: boolean, optional If true, the sarray values are sorted in ascending order, other...
src/unity/python/turicreate/data_structures/sarray.py
def sort(self, ascending=True): """ Sort all values in this SArray. Sort only works for sarray of type str, int and float, otherwise TypeError will be raised. Creates a new, sorted SArray. Parameters ---------- ascending: boolean, optional If true, th...
def sort(self, ascending=True): """ Sort all values in this SArray. Sort only works for sarray of type str, int and float, otherwise TypeError will be raised. Creates a new, sorted SArray. Parameters ---------- ascending: boolean, optional If true, th...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L3495-L3526
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.rolling_sum
Calculate a new SArray of the sum of different subsets over this SArray. Also known as a "moving sum" or "running sum". The subset that the sum is calculated over is defined as an inclusive range relative to the position to each value in the SArray, using `window_start` and `win...
src/unity/python/turicreate/data_structures/sarray.py
def rolling_sum(self, window_start, window_end, min_observations=None): """ Calculate a new SArray of the sum of different subsets over this SArray. Also known as a "moving sum" or "running sum". The subset that the sum is calculated over is defined as an inclusive range relativ...
def rolling_sum(self, window_start, window_end, min_observations=None): """ Calculate a new SArray of the sum of different subsets over this SArray. Also known as a "moving sum" or "running sum". The subset that the sum is calculated over is defined as an inclusive range relativ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L3640-L3743
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.rolling_max
Calculate a new SArray of the maximum value of different subsets over this SArray. The subset that the maximum is calculated over is defined as an inclusive range relative to the position to each value in the SArray, using `window_start` and `window_end`. For a better understanding of ...
src/unity/python/turicreate/data_structures/sarray.py
def rolling_max(self, window_start, window_end, min_observations=None): """ Calculate a new SArray of the maximum value of different subsets over this SArray. The subset that the maximum is calculated over is defined as an inclusive range relative to the position to each value i...
def rolling_max(self, window_start, window_end, min_observations=None): """ Calculate a new SArray of the maximum value of different subsets over this SArray. The subset that the maximum is calculated over is defined as an inclusive range relative to the position to each value i...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L3745-L3843
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.rolling_count
Count the number of non-NULL values of different subsets over this SArray. The subset that the count is executed on is defined as an inclusive range relative to the position to each value in the SArray, using `window_start` and `window_end`. For a better understanding of this, s...
src/unity/python/turicreate/data_structures/sarray.py
def rolling_count(self, window_start, window_end): """ Count the number of non-NULL values of different subsets over this SArray. The subset that the count is executed on is defined as an inclusive range relative to the position to each value in the SArray, using `window...
def rolling_count(self, window_start, window_end): """ Count the number of non-NULL values of different subsets over this SArray. The subset that the count is executed on is defined as an inclusive range relative to the position to each value in the SArray, using `window...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L4146-L4221
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.cumulative_sum
Return the cumulative sum of the elements in the SArray. Returns an SArray where each element in the output corresponds to the sum of all the elements preceding and including it. The SArray is expected to be of numeric type (int, float), or a numeric vector type. Returns ------...
src/unity/python/turicreate/data_structures/sarray.py
def cumulative_sum(self): """ Return the cumulative sum of the elements in the SArray. Returns an SArray where each element in the output corresponds to the sum of all the elements preceding and including it. The SArray is expected to be of numeric type (int, float), or a numeri...
def cumulative_sum(self): """ Return the cumulative sum of the elements in the SArray. Returns an SArray where each element in the output corresponds to the sum of all the elements preceding and including it. The SArray is expected to be of numeric type (int, float), or a numeri...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L4223-L4252
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.cumulative_mean
Return the cumulative mean of the elements in the SArray. Returns an SArray where each element in the output corresponds to the mean value of all the elements preceding and including it. The SArray is expected to be of numeric type (int, float), or a numeric vector type. Return...
src/unity/python/turicreate/data_structures/sarray.py
def cumulative_mean(self): """ Return the cumulative mean of the elements in the SArray. Returns an SArray where each element in the output corresponds to the mean value of all the elements preceding and including it. The SArray is expected to be of numeric type (int, float), or...
def cumulative_mean(self): """ Return the cumulative mean of the elements in the SArray. Returns an SArray where each element in the output corresponds to the mean value of all the elements preceding and including it. The SArray is expected to be of numeric type (int, float), or...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L4254-L4284
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.cumulative_min
Return the cumulative minimum value of the elements in the SArray. Returns an SArray where each element in the output corresponds to the minimum value of all the elements preceding and including it. The SArray is expected to be of numeric type (int, float). Returns ------- ...
src/unity/python/turicreate/data_structures/sarray.py
def cumulative_min(self): """ Return the cumulative minimum value of the elements in the SArray. Returns an SArray where each element in the output corresponds to the minimum value of all the elements preceding and including it. The SArray is expected to be of numeric type (int,...
def cumulative_min(self): """ Return the cumulative minimum value of the elements in the SArray. Returns an SArray where each element in the output corresponds to the minimum value of all the elements preceding and including it. The SArray is expected to be of numeric type (int,...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L4286-L4313
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.cumulative_max
Return the cumulative maximum value of the elements in the SArray. Returns an SArray where each element in the output corresponds to the maximum value of all the elements preceding and including it. The SArray is expected to be of numeric type (int, float). Returns ------- ...
src/unity/python/turicreate/data_structures/sarray.py
def cumulative_max(self): """ Return the cumulative maximum value of the elements in the SArray. Returns an SArray where each element in the output corresponds to the maximum value of all the elements preceding and including it. The SArray is expected to be of numeric type (int,...
def cumulative_max(self): """ Return the cumulative maximum value of the elements in the SArray. Returns an SArray where each element in the output corresponds to the maximum value of all the elements preceding and including it. The SArray is expected to be of numeric type (int,...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L4315-L4342
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.cumulative_std
Return the cumulative standard deviation of the elements in the SArray. Returns an SArray where each element in the output corresponds to the standard deviation of all the elements preceding and including it. The SArray is expected to be of numeric type, or a numeric vector type. Retur...
src/unity/python/turicreate/data_structures/sarray.py
def cumulative_std(self): """ Return the cumulative standard deviation of the elements in the SArray. Returns an SArray where each element in the output corresponds to the standard deviation of all the elements preceding and including it. The SArray is expected to be of numeric ...
def cumulative_std(self): """ Return the cumulative standard deviation of the elements in the SArray. Returns an SArray where each element in the output corresponds to the standard deviation of all the elements preceding and including it. The SArray is expected to be of numeric ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L4344-L4371
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.cumulative_var
Return the cumulative variance of the elements in the SArray. Returns an SArray where each element in the output corresponds to the variance of all the elements preceding and including it. The SArray is expected to be of numeric type, or a numeric vector type. Returns ------- ...
src/unity/python/turicreate/data_structures/sarray.py
def cumulative_var(self): """ Return the cumulative variance of the elements in the SArray. Returns an SArray where each element in the output corresponds to the variance of all the elements preceding and including it. The SArray is expected to be of numeric type, or a numeric v...
def cumulative_var(self): """ Return the cumulative variance of the elements in the SArray. Returns an SArray where each element in the output corresponds to the variance of all the elements preceding and including it. The SArray is expected to be of numeric type, or a numeric v...
[ "Return", "the", "cumulative", "variance", "of", "the", "elements", "in", "the", "SArray", "." ]
apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L4373-L4400
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArray.filter_by
Filter an SArray by values inside an iterable object. The result is an SArray that only includes (or excludes) the values in the given ``values`` :class:`~turicreate.SArray`. If ``values`` is not an SArray, we attempt to convert it to one before filtering. Parameters ---------- ...
src/unity/python/turicreate/data_structures/sarray.py
def filter_by(self, values, exclude=False): """ Filter an SArray by values inside an iterable object. The result is an SArray that only includes (or excludes) the values in the given ``values`` :class:`~turicreate.SArray`. If ``values`` is not an SArray, we attempt to convert it...
def filter_by(self, values, exclude=False): """ Filter an SArray by values inside an iterable object. The result is an SArray that only includes (or excludes) the values in the given ``values`` :class:`~turicreate.SArray`. If ``values`` is not an SArray, we attempt to convert it...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray.py#L4402-L4480
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
run_build_lib
Run the doxygen make command in the designated folder.
src/external/xgboost/subtree/rabit/doc/conf.py
def run_build_lib(folder): """Run the doxygen make command in the designated folder.""" try: retcode = subprocess.call("cd %s; make" % folder, shell=True) retcode = subprocess.call("rm -rf _build/html/doxygen", shell=True) retcode = subprocess.call("mkdir _build", shell=True) ret...
def run_build_lib(folder): """Run the doxygen make command in the designated folder.""" try: retcode = subprocess.call("cd %s; make" % folder, shell=True) retcode = subprocess.call("rm -rf _build/html/doxygen", shell=True) retcode = subprocess.call("mkdir _build", shell=True) ret...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/xgboost/subtree/rabit/doc/conf.py#L153-L164
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
generate_doxygen_xml
Run the doxygen make commands if we're on the ReadTheDocs server
src/external/xgboost/subtree/rabit/doc/conf.py
def generate_doxygen_xml(app): """Run the doxygen make commands if we're on the ReadTheDocs server""" read_the_docs_build = os.environ.get('READTHEDOCS', None) == 'True' if read_the_docs_build: run_doxygen('..') sys.stderr.write('Check if shared lib exists\n') run_build_lib('..') ...
def generate_doxygen_xml(app): """Run the doxygen make commands if we're on the ReadTheDocs server""" read_the_docs_build = os.environ.get('READTHEDOCS', None) == 'True' if read_the_docs_build: run_doxygen('..') sys.stderr.write('Check if shared lib exists\n') run_build_lib('..') ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/xgboost/subtree/rabit/doc/conf.py#L167-L175
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
MessageToJson
Converts protobuf message to JSON format. Args: message: The protocol buffers message instance to serialize. including_default_value_fields: If True, singular primitive fields, repeated fields, and map fields will always be serialized. If False, only serialize non-empty fields. Singular mes...
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def MessageToJson(message, including_default_value_fields=False, preserving_proto_field_name=False): """Converts protobuf message to JSON format. Args: message: The protocol buffers message instance to serialize. including_default_value_fields: If True, singular primitiv...
def MessageToJson(message, including_default_value_fields=False, preserving_proto_field_name=False): """Converts protobuf message to JSON format. Args: message: The protocol buffers message instance to serialize. including_default_value_fields: If True, singular primitiv...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L89-L109
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
MessageToDict
Converts protobuf message to a JSON dictionary. Args: message: The protocol buffers message instance to serialize. including_default_value_fields: If True, singular primitive fields, repeated fields, and map fields will always be serialized. If False, only serialize non-empty fields. Singul...
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def MessageToDict(message, including_default_value_fields=False, preserving_proto_field_name=False): """Converts protobuf message to a JSON dictionary. Args: message: The protocol buffers message instance to serialize. including_default_value_fields: If True, singular pr...
def MessageToDict(message, including_default_value_fields=False, preserving_proto_field_name=False): """Converts protobuf message to a JSON dictionary. Args: message: The protocol buffers message instance to serialize. including_default_value_fields: If True, singular pr...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L112-L133
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
ParseDict
Parses a JSON dictionary representation into a message. Args: js_dict: Dict representation of a JSON message. message: A protocol buffer message to merge into. ignore_unknown_fields: If True, do not raise errors for unknown fields. Returns: The same message passed as argument.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def ParseDict(js_dict, message, ignore_unknown_fields=False): """Parses a JSON dictionary representation into a message. Args: js_dict: Dict representation of a JSON message. message: A protocol buffer message to merge into. ignore_unknown_fields: If True, do not raise errors for unknown fields. Ret...
def ParseDict(js_dict, message, ignore_unknown_fields=False): """Parses a JSON dictionary representation into a message. Args: js_dict: Dict representation of a JSON message. message: A protocol buffer message to merge into. ignore_unknown_fields: If True, do not raise errors for unknown fields. Ret...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L372-L385
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_ConvertScalarFieldValue
Convert a single scalar field value. Args: value: A scalar value to convert the scalar field value. field: The descriptor of the field to convert. require_str: If True, the field value must be a str. Returns: The converted scalar field value Raises: ParseError: In case of convert problems.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _ConvertScalarFieldValue(value, field, require_str=False): """Convert a single scalar field value. Args: value: A scalar value to convert the scalar field value. field: The descriptor of the field to convert. require_str: If True, the field value must be a str. Returns: The converted scalar ...
def _ConvertScalarFieldValue(value, field, require_str=False): """Convert a single scalar field value. Args: value: A scalar value to convert the scalar field value. field: The descriptor of the field to convert. require_str: If True, the field value must be a str. Returns: The converted scalar ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L606-L648
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_ConvertInteger
Convert an integer. Args: value: A scalar value to convert. Returns: The integer value. Raises: ParseError: If an integer couldn't be consumed.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _ConvertInteger(value): """Convert an integer. Args: value: A scalar value to convert. Returns: The integer value. Raises: ParseError: If an integer couldn't be consumed. """ if isinstance(value, float) and not value.is_integer(): raise ParseError('Couldn\'t parse integer: {0}.'.forma...
def _ConvertInteger(value): """Convert an integer. Args: value: A scalar value to convert. Returns: The integer value. Raises: ParseError: If an integer couldn't be consumed. """ if isinstance(value, float) and not value.is_integer(): raise ParseError('Couldn\'t parse integer: {0}.'.forma...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L651-L669
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_ConvertFloat
Convert an floating point number.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _ConvertFloat(value): """Convert an floating point number.""" if value == 'nan': raise ParseError('Couldn\'t parse float "nan", use "NaN" instead.') try: # Assume Python compatible syntax. return float(value) except ValueError: # Check alternative spellings. if value == _NEG_INFINITY: ...
def _ConvertFloat(value): """Convert an floating point number.""" if value == 'nan': raise ParseError('Couldn\'t parse float "nan", use "NaN" instead.') try: # Assume Python compatible syntax. return float(value) except ValueError: # Check alternative spellings. if value == _NEG_INFINITY: ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L672-L688
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_ConvertBool
Convert a boolean value. Args: value: A scalar value to convert. require_str: If True, value must be a str. Returns: The bool parsed. Raises: ParseError: If a boolean value couldn't be consumed.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _ConvertBool(value, require_str): """Convert a boolean value. Args: value: A scalar value to convert. require_str: If True, value must be a str. Returns: The bool parsed. Raises: ParseError: If a boolean value couldn't be consumed. """ if require_str: if value == 'true': ret...
def _ConvertBool(value, require_str): """Convert a boolean value. Args: value: A scalar value to convert. require_str: If True, value must be a str. Returns: The bool parsed. Raises: ParseError: If a boolean value couldn't be consumed. """ if require_str: if value == 'true': ret...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L691-L714
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_Printer._MessageToJsonObject
Converts message to an object according to Proto3 JSON Specification.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _MessageToJsonObject(self, message): """Converts message to an object according to Proto3 JSON Specification.""" message_descriptor = message.DESCRIPTOR full_name = message_descriptor.full_name if _IsWrapperMessage(message_descriptor): return self._WrapperMessageToJsonObject(message) if fu...
def _MessageToJsonObject(self, message): """Converts message to an object according to Proto3 JSON Specification.""" message_descriptor = message.DESCRIPTOR full_name = message_descriptor.full_name if _IsWrapperMessage(message_descriptor): return self._WrapperMessageToJsonObject(message) if fu...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L155-L164
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_Printer._RegularMessageToJsonObject
Converts normal message according to Proto3 JSON Specification.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _RegularMessageToJsonObject(self, message, js): """Converts normal message according to Proto3 JSON Specification.""" fields = message.ListFields() try: for field, value in fields: if self.preserving_proto_field_name: name = field.name else: name = field.json_n...
def _RegularMessageToJsonObject(self, message, js): """Converts normal message according to Proto3 JSON Specification.""" fields = message.ListFields() try: for field, value in fields: if self.preserving_proto_field_name: name = field.name else: name = field.json_n...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L166-L225
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_Printer._FieldToJsonObject
Converts field value according to Proto3 JSON Specification.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _FieldToJsonObject(self, field, value): """Converts field value according to Proto3 JSON Specification.""" if field.cpp_type == descriptor.FieldDescriptor.CPPTYPE_MESSAGE: return self._MessageToJsonObject(value) elif field.cpp_type == descriptor.FieldDescriptor.CPPTYPE_ENUM: enum_value = fie...
def _FieldToJsonObject(self, field, value): """Converts field value according to Proto3 JSON Specification.""" if field.cpp_type == descriptor.FieldDescriptor.CPPTYPE_MESSAGE: return self._MessageToJsonObject(value) elif field.cpp_type == descriptor.FieldDescriptor.CPPTYPE_ENUM: enum_value = fie...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L227-L256
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_Printer._AnyMessageToJsonObject
Converts Any message according to Proto3 JSON Specification.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _AnyMessageToJsonObject(self, message): """Converts Any message according to Proto3 JSON Specification.""" if not message.ListFields(): return {} # Must print @type first, use OrderedDict instead of {} js = OrderedDict() type_url = message.type_url js['@type'] = type_url sub_messag...
def _AnyMessageToJsonObject(self, message): """Converts Any message according to Proto3 JSON Specification.""" if not message.ListFields(): return {} # Must print @type first, use OrderedDict instead of {} js = OrderedDict() type_url = message.type_url js['@type'] = type_url sub_messag...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L258-L277
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_Printer._ValueMessageToJsonObject
Converts Value message according to Proto3 JSON Specification.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _ValueMessageToJsonObject(self, message): """Converts Value message according to Proto3 JSON Specification.""" which = message.WhichOneof('kind') # If the Value message is not set treat as null_value when serialize # to JSON. The parse back result will be different from original message. if whic...
def _ValueMessageToJsonObject(self, message): """Converts Value message according to Proto3 JSON Specification.""" which = message.WhichOneof('kind') # If the Value message is not set treat as null_value when serialize # to JSON. The parse back result will be different from original message. if whic...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L285-L299
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_Printer._StructMessageToJsonObject
Converts Struct message according to Proto3 JSON Specification.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _StructMessageToJsonObject(self, message): """Converts Struct message according to Proto3 JSON Specification.""" fields = message.fields ret = {} for key in fields: ret[key] = self._ValueMessageToJsonObject(fields[key]) return ret
def _StructMessageToJsonObject(self, message): """Converts Struct message according to Proto3 JSON Specification.""" fields = message.fields ret = {} for key in fields: ret[key] = self._ValueMessageToJsonObject(fields[key]) return ret
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L306-L312
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_Parser.ConvertMessage
Convert a JSON object into a message. Args: value: A JSON object. message: A WKT or regular protocol message to record the data. Raises: ParseError: In case of convert problems.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def ConvertMessage(self, value, message): """Convert a JSON object into a message. Args: value: A JSON object. message: A WKT or regular protocol message to record the data. Raises: ParseError: In case of convert problems. """ message_descriptor = message.DESCRIPTOR full_name...
def ConvertMessage(self, value, message): """Convert a JSON object into a message. Args: value: A JSON object. message: A WKT or regular protocol message to record the data. Raises: ParseError: In case of convert problems. """ message_descriptor = message.DESCRIPTOR full_name...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L398-L415
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_Parser._ConvertFieldValuePair
Convert field value pairs into regular message. Args: js: A JSON object to convert the field value pairs. message: A regular protocol message to record the data. Raises: ParseError: In case of problems converting.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _ConvertFieldValuePair(self, js, message): """Convert field value pairs into regular message. Args: js: A JSON object to convert the field value pairs. message: A regular protocol message to record the data. Raises: ParseError: In case of problems converting. """ names = [] ...
def _ConvertFieldValuePair(self, js, message): """Convert field value pairs into regular message. Args: js: A JSON object to convert the field value pairs. message: A regular protocol message to record the data. Raises: ParseError: In case of problems converting. """ names = [] ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L417-L507
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_Parser._ConvertAnyMessage
Convert a JSON representation into Any message.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _ConvertAnyMessage(self, value, message): """Convert a JSON representation into Any message.""" if isinstance(value, dict) and not value: return try: type_url = value['@type'] except KeyError: raise ParseError('@type is missing when parsing any message.') sub_message = _Create...
def _ConvertAnyMessage(self, value, message): """Convert a JSON representation into Any message.""" if isinstance(value, dict) and not value: return try: type_url = value['@type'] except KeyError: raise ParseError('@type is missing when parsing any message.') sub_message = _Create...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L509-L531
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_Parser._ConvertWrapperMessage
Convert a JSON representation into Wrapper message.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _ConvertWrapperMessage(self, value, message): """Convert a JSON representation into Wrapper message.""" field = message.DESCRIPTOR.fields_by_name['value'] setattr(message, 'value', _ConvertScalarFieldValue(value, field))
def _ConvertWrapperMessage(self, value, message): """Convert a JSON representation into Wrapper message.""" field = message.DESCRIPTOR.fields_by_name['value'] setattr(message, 'value', _ConvertScalarFieldValue(value, field))
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L574-L577
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
_Parser._ConvertMapFieldValue
Convert map field value for a message map field. Args: value: A JSON object to convert the map field value. message: A protocol message to record the converted data. field: The descriptor of the map field to be converted. Raises: ParseError: In case of convert problems.
src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py
def _ConvertMapFieldValue(self, value, message, field): """Convert map field value for a message map field. Args: value: A JSON object to convert the map field value. message: A protocol message to record the converted data. field: The descriptor of the map field to be converted. Raises:...
def _ConvertMapFieldValue(self, value, message, field): """Convert map field value for a message map field. Args: value: A JSON object to convert the map field value. message: A protocol message to record the converted data. field: The descriptor of the map field to be converted. Raises:...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/deps/protobuf/python/google/protobuf/json_format.py#L579-L603
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
plot
Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d visualization, and shows the resulting visualization. Uses the following heuristic to choose the visualization: * If `x` and `y` are both numeric (SArray of int or float), and they contain fewer than or equal to 5,000 value...
src/unity/python/turicreate/visualization/show.py
def plot(x, y, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d visualization, and shows the resulting visualization. Uses the following heuristic to choose the visualization: * If `x` and `y` are bot...
def plot(x, y, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d visualization, and shows the resulting visualization. Uses the following heuristic to choose the visualization: * If `x` and `y` are bot...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/visualization/show.py#L20-L81
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
show
Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d visualization, and shows the resulting visualization. Uses the following heuristic to choose the visualization: * If `x` and `y` are both numeric (SArray of int or float), and they contain fewer than or equal to 5,000 value...
src/unity/python/turicreate/visualization/show.py
def show(x, y, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d visualization, and shows the resulting visualization. Uses the following heuristic to choose the visualization: * If `x` and `y` are bot...
def show(x, y, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d visualization, and shows the resulting visualization. Uses the following heuristic to choose the visualization: * If `x` and `y` are bot...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/visualization/show.py#L83-L143
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
scatter
Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d scatter plot, and returns the resulting Plot object. The function supports SArrays of dtypes: int, float. Parameters ---------- x : SArray The data to plot on the X axis of the scatter plot. Must be nume...
src/unity/python/turicreate/visualization/show.py
def scatter(x, y, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d scatter plot, and returns the resulting Plot object. The function supports SArrays of dtypes: int, float. Parameters -------...
def scatter(x, y, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d scatter plot, and returns the resulting Plot object. The function supports SArrays of dtypes: int, float. Parameters -------...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/visualization/show.py#L145-L193
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
categorical_heatmap
Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d categorical heatmap, and returns the resulting Plot object. The function supports SArrays of dtypes str. Parameters ---------- x : SArray The data to plot on the X axis of the categorical heatmap. Must b...
src/unity/python/turicreate/visualization/show.py
def categorical_heatmap(x, y, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d categorical heatmap, and returns the resulting Plot object. The function supports SArrays of dtypes str. Parameters ...
def categorical_heatmap(x, y, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d categorical heatmap, and returns the resulting Plot object. The function supports SArrays of dtypes str. Parameters ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/visualization/show.py#L195-L242
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
box_plot
Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d box and whiskers plot, and returns the resulting Plot object. The function x as SArray of dtype str and y as SArray of dtype: int, float. Parameters ---------- x : SArray The data to plot on the X axis of the b...
src/unity/python/turicreate/visualization/show.py
def box_plot(x, y, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d box and whiskers plot, and returns the resulting Plot object. The function x as SArray of dtype str and y as SArray of dtype: int, f...
def box_plot(x, y, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots the data in `x` on the X axis and the data in `y` on the Y axis in a 2d box and whiskers plot, and returns the resulting Plot object. The function x as SArray of dtype str and y as SArray of dtype: int, f...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/visualization/show.py#L292-L337
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
columnwise_summary
Plots a columnwise summary of the sframe provided as input, and returns the resulting Plot object. The function supports SFrames. Parameters ---------- sf : SFrame The data to get a columnwise summary for. Returns ------- out : Plot A :class: Plot object that is t...
src/unity/python/turicreate/visualization/show.py
def columnwise_summary(sf): """ Plots a columnwise summary of the sframe provided as input, and returns the resulting Plot object. The function supports SFrames. Parameters ---------- sf : SFrame The data to get a columnwise summary for. Returns ------- out : Pl...
def columnwise_summary(sf): """ Plots a columnwise summary of the sframe provided as input, and returns the resulting Plot object. The function supports SFrames. Parameters ---------- sf : SFrame The data to get a columnwise summary for. Returns ------- out : Pl...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/visualization/show.py#L339-L369
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
histogram
Plots a histogram of the sarray provided as input, and returns the resulting Plot object. The function supports numeric SArrays with dtypes int or float. Parameters ---------- sa : SArray The data to get a histogram for. Must be numeric (int/float). xlabel : str (optional) The...
src/unity/python/turicreate/visualization/show.py
def histogram(sa, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots a histogram of the sarray provided as input, and returns the resulting Plot object. The function supports numeric SArrays with dtypes int or float. Parameters ---------- sa : SArray The...
def histogram(sa, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots a histogram of the sarray provided as input, and returns the resulting Plot object. The function supports numeric SArrays with dtypes int or float. Parameters ---------- sa : SArray The...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/visualization/show.py#L371-L411
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
item_frequency
Plots an item frequency of the sarray provided as input, and returns the resulting Plot object. The function supports SArrays with dtype str. Parameters ---------- sa : SArray The data to get an item frequency for. Must have dtype str xlabel : str (optional) The text label for...
src/unity/python/turicreate/visualization/show.py
def item_frequency(sa, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots an item frequency of the sarray provided as input, and returns the resulting Plot object. The function supports SArrays with dtype str. Parameters ---------- sa : SArray The data t...
def item_frequency(sa, xlabel=LABEL_DEFAULT, ylabel=LABEL_DEFAULT, title=LABEL_DEFAULT): """ Plots an item frequency of the sarray provided as input, and returns the resulting Plot object. The function supports SArrays with dtype str. Parameters ---------- sa : SArray The data t...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/visualization/show.py#L413-L453
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
Parse
Parses the input file and returns C code and corresponding header file.
deps/src/libevent-2.0.18-stable/event_rpcgen.py
def Parse(factory, file): """ Parses the input file and returns C code and corresponding header file. """ entities = [] while 1: # Just gets the whole struct nicely formatted data = GetNextStruct(file) if not data: break entities.extend(ProcessStruct(f...
def Parse(factory, file): """ Parses the input file and returns C code and corresponding header file. """ entities = [] while 1: # Just gets the whole struct nicely formatted data = GetNextStruct(file) if not data: break entities.extend(ProcessStruct(f...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/libevent-2.0.18-stable/event_rpcgen.py#L1509-L1525
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
Struct.EntryTagName
Creates the name inside an enumeration for distinguishing data types.
deps/src/libevent-2.0.18-stable/event_rpcgen.py
def EntryTagName(self, entry): """Creates the name inside an enumeration for distinguishing data types.""" name = "%s_%s" % (self._name, entry.Name()) return name.upper()
def EntryTagName(self, entry): """Creates the name inside an enumeration for distinguishing data types.""" name = "%s_%s" % (self._name, entry.Name()) return name.upper()
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/libevent-2.0.18-stable/event_rpcgen.py#L66-L70
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
Struct.PrintIndented
Takes an array, add indentation to each entry and prints it.
deps/src/libevent-2.0.18-stable/event_rpcgen.py
def PrintIndented(self, file, ident, code): """Takes an array, add indentation to each entry and prints it.""" for entry in code: print >>file, '%s%s' % (ident, entry)
def PrintIndented(self, file, ident, code): """Takes an array, add indentation to each entry and prints it.""" for entry in code: print >>file, '%s%s' % (ident, entry)
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/libevent-2.0.18-stable/event_rpcgen.py#L72-L75
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
StructCCode.PrintTags
Prints the tag definitions for a structure.
deps/src/libevent-2.0.18-stable/event_rpcgen.py
def PrintTags(self, file): """Prints the tag definitions for a structure.""" print >>file, '/* Tag definition for %s */' % self._name print >>file, 'enum %s_ {' % self._name.lower() for entry in self._entries: print >>file, ' %s=%d,' % (self.EntryTagName(entry), ...
def PrintTags(self, file): """Prints the tag definitions for a structure.""" print >>file, '/* Tag definition for %s */' % self._name print >>file, 'enum %s_ {' % self._name.lower() for entry in self._entries: print >>file, ' %s=%d,' % (self.EntryTagName(entry), ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/libevent-2.0.18-stable/event_rpcgen.py#L83-L91
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
QUANTILE
Builtin approximate quantile aggregator for groupby. Accepts as an argument, one or more of a list of quantiles to query. For instance: To extract the median >>> sf.groupby("user", ... {'rating_quantiles':tc.aggregate.QUANTILE('rating', 0.5)}) To extract a few quantiles >>> sf.groupby(...
src/unity/python/turicreate/aggregate.py
def QUANTILE(src_column, *args): """ Builtin approximate quantile aggregator for groupby. Accepts as an argument, one or more of a list of quantiles to query. For instance: To extract the median >>> sf.groupby("user", ... {'rating_quantiles':tc.aggregate.QUANTILE('rating', 0.5)}) To...
def QUANTILE(src_column, *args): """ Builtin approximate quantile aggregator for groupby. Accepts as an argument, one or more of a list of quantiles to query. For instance: To extract the median >>> sf.groupby("user", ... {'rating_quantiles':tc.aggregate.QUANTILE('rating', 0.5)}) To...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/aggregate.py#L226-L259
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
create
Compute the K-core decomposition of the graph. Return a model object with total number of cores as well as the core id for each vertex in the graph. Parameters ---------- graph : SGraph The graph on which to compute the k-core decomposition. kmin : int, optional Minimum core id. Ve...
src/unity/python/turicreate/toolkits/graph_analytics/kcore.py
def create(graph, kmin=0, kmax=10, verbose=True): """ Compute the K-core decomposition of the graph. Return a model object with total number of cores as well as the core id for each vertex in the graph. Parameters ---------- graph : SGraph The graph on which to compute the k-core decomp...
def create(graph, kmin=0, kmax=10, verbose=True): """ Compute the K-core decomposition of the graph. Return a model object with total number of cores as well as the core id for each vertex in the graph. Parameters ---------- graph : SGraph The graph on which to compute the k-core decomp...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/toolkits/graph_analytics/kcore.py#L86-L150
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
raise_error_unsupported_categorical_option
Raise an error if an option is not supported.
src/external/coremltools_wrap/coremltools/coremltools/converters/keras/_utils.py
def raise_error_unsupported_categorical_option(option_name, option_value, layer_type, layer_name): """ Raise an error if an option is not supported. """ raise RuntimeError("Unsupported option %s=%s in layer %s(%s)" % (option_name, option_value, layer_type, layer_name))
def raise_error_unsupported_categorical_option(option_name, option_value, layer_type, layer_name): """ Raise an error if an option is not supported. """ raise RuntimeError("Unsupported option %s=%s in layer %s(%s)" % (option_name, option_value, layer_type, layer_name))
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/coremltools/converters/keras/_utils.py#L7-L12
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
process_or_validate_classifier_output_features
Given a list of class labels and a list of output_features, validate the list and return a valid version of output_features with all the correct data type information included.
src/external/coremltools_wrap/coremltools/coremltools/models/_feature_management.py
def process_or_validate_classifier_output_features( output_features, class_labels, supports_class_scores = True): """ Given a list of class labels and a list of output_features, validate the list and return a valid version of output_features with all the correct data type information included. ...
def process_or_validate_classifier_output_features( output_features, class_labels, supports_class_scores = True): """ Given a list of class labels and a list of output_features, validate the list and return a valid version of output_features with all the correct data type information included. ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/coremltools/models/_feature_management.py#L19-L103
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
process_or_validate_features
Puts features into a standard form from a number of different possible forms. The standard form is a list of 2-tuples of (name, datatype) pairs. The name is a string and the datatype is an object as defined in the _datatype module. The possible input forms are as follows: * A list of strings. in t...
src/external/coremltools_wrap/coremltools/coremltools/models/_feature_management.py
def process_or_validate_features(features, num_dimensions = None, feature_type_map = {}): """ Puts features into a standard form from a number of different possible forms. The standard form is a list of 2-tuples of (name, datatype) pairs. The name is a string and the datatype is an object as defined i...
def process_or_validate_features(features, num_dimensions = None, feature_type_map = {}): """ Puts features into a standard form from a number of different possible forms. The standard form is a list of 2-tuples of (name, datatype) pairs. The name is a string and the datatype is an object as defined i...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/coremltools/models/_feature_management.py#L130-L317
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
bootstrap
Performs python-side bootstrapping of Boost.Build/Python. This function arranges for 'b2.whatever' package names to work, while also allowing to put python files alongside corresponding jam modules.
deps/src/boost_1_68_0/tools/build/src/kernel/bootstrap.py
def bootstrap(root_path): """Performs python-side bootstrapping of Boost.Build/Python. This function arranges for 'b2.whatever' package names to work, while also allowing to put python files alongside corresponding jam modules. """ m = imp.new_module("b2") # Note that: # 1. If __path__ is ...
def bootstrap(root_path): """Performs python-side bootstrapping of Boost.Build/Python. This function arranges for 'b2.whatever' package names to work, while also allowing to put python files alongside corresponding jam modules. """ m = imp.new_module("b2") # Note that: # 1. If __path__ is ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/boost_1_68_0/tools/build/src/kernel/bootstrap.py#L9-L24
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
main
The main function of the utility
deps/src/boost_1_68_0/libs/metaparse/tools/build_environment.py
def main(): """The main function of the utility""" parser = argparse.ArgumentParser( description='Manage the build environment of Boost.Metaparse' ) parser.add_argument( '--dep_json', required=True, help='The json file describing the dependencies' ) parser.add_arg...
def main(): """The main function of the utility""" parser = argparse.ArgumentParser( description='Manage the build environment of Boost.Metaparse' ) parser.add_argument( '--dep_json', required=True, help='The json file describing the dependencies' ) parser.add_arg...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/boost_1_68_0/libs/metaparse/tools/build_environment.py#L81-L130
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
SArrayBuilder.read_history
Outputs the last `num` elements that were appended either by `append` or `append_multiple`. Returns ------- out : list
src/unity/python/turicreate/data_structures/sarray_builder.py
def read_history(self, num=10, segment=0): """ Outputs the last `num` elements that were appended either by `append` or `append_multiple`. Returns ------- out : list """ if num < 0: num = 0 if segment < 0: raise TypeError(...
def read_history(self, num=10, segment=0): """ Outputs the last `num` elements that were appended either by `append` or `append_multiple`. Returns ------- out : list """ if num < 0: num = 0 if segment < 0: raise TypeError(...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/data_structures/sarray_builder.py#L114-L128
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
flags
Specifies the flags (variables) that must be set on targets under certain conditions, described by arguments. rule_or_module: If contains dot, should be a rule name. The flags will be applied when that rule is used to set up build actions. ...
deps/src/boost_1_68_0/tools/build/src/build/toolset.py
def flags(rule_or_module, variable_name, condition, values = []): """ Specifies the flags (variables) that must be set on targets under certain conditions, described by arguments. rule_or_module: If contains dot, should be a rule name. The flags will be applied when that ...
def flags(rule_or_module, variable_name, condition, values = []): """ Specifies the flags (variables) that must be set on targets under certain conditions, described by arguments. rule_or_module: If contains dot, should be a rule name. The flags will be applied when that ...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/boost_1_68_0/tools/build/src/build/toolset.py#L92-L169
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
find_satisfied_condition
Returns the first element of 'property-sets' which is a subset of 'properties', or an empty list if no such element exists.
deps/src/boost_1_68_0/tools/build/src/build/toolset.py
def find_satisfied_condition(conditions, ps): """Returns the first element of 'property-sets' which is a subset of 'properties', or an empty list if no such element exists.""" assert is_iterable_typed(conditions, property_set.PropertySet) assert isinstance(ps, property_set.PropertySet) for conditio...
def find_satisfied_condition(conditions, ps): """Returns the first element of 'property-sets' which is a subset of 'properties', or an empty list if no such element exists.""" assert is_iterable_typed(conditions, property_set.PropertySet) assert isinstance(ps, property_set.PropertySet) for conditio...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/boost_1_68_0/tools/build/src/build/toolset.py#L184-L216
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
inherit_flags
Brings all flag definitions from the 'base' toolset into the 'toolset' toolset. Flag definitions whose conditions make use of properties in 'prohibited-properties' are ignored. Don't confuse property and feature, for example <debug-symbols>on and <debug-symbols>off, so blocking one of them does not bloc...
deps/src/boost_1_68_0/tools/build/src/build/toolset.py
def inherit_flags(toolset, base, prohibited_properties = []): """Brings all flag definitions from the 'base' toolset into the 'toolset' toolset. Flag definitions whose conditions make use of properties in 'prohibited-properties' are ignored. Don't confuse property and feature, for example <debug-symbols...
def inherit_flags(toolset, base, prohibited_properties = []): """Brings all flag definitions from the 'base' toolset into the 'toolset' toolset. Flag definitions whose conditions make use of properties in 'prohibited-properties' are ignored. Don't confuse property and feature, for example <debug-symbols...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/boost_1_68_0/tools/build/src/build/toolset.py#L251-L280
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
__set_target_variables_aux
Given a rule name and a property set, returns a list of tuples of variables names and values, which must be set on targets for that rule/properties combination.
deps/src/boost_1_68_0/tools/build/src/build/toolset.py
def __set_target_variables_aux (manager, rule_or_module, ps): """ Given a rule name and a property set, returns a list of tuples of variables names and values, which must be set on targets for that rule/properties combination. """ assert isinstance(rule_or_module, basestring) assert isin...
def __set_target_variables_aux (manager, rule_or_module, ps): """ Given a rule name and a property set, returns a list of tuples of variables names and values, which must be set on targets for that rule/properties combination. """ assert isinstance(rule_or_module, basestring) assert isin...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/boost_1_68_0/tools/build/src/build/toolset.py#L301-L329
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
__add_flag
Adds a new flag setting with the specified values. Does no checking.
deps/src/boost_1_68_0/tools/build/src/build/toolset.py
def __add_flag (rule_or_module, variable_name, condition, values): """ Adds a new flag setting with the specified values. Does no checking. """ assert isinstance(rule_or_module, basestring) assert isinstance(variable_name, basestring) assert is_iterable_typed(condition, property_set.Property...
def __add_flag (rule_or_module, variable_name, condition, values): """ Adds a new flag setting with the specified values. Does no checking. """ assert isinstance(rule_or_module, basestring) assert isinstance(variable_name, basestring) assert is_iterable_typed(condition, property_set.Property...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/boost_1_68_0/tools/build/src/build/toolset.py#L365-L382
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
convert
Convert a Logistic Regression model to the protobuf spec. Parameters ---------- model: LogisticRegression A trained LogisticRegression model. feature_names: [str], optional (default=None) Name of the input columns. target: str, optional (default=None) Name of the output col...
src/external/coremltools_wrap/coremltools/coremltools/converters/sklearn/_logistic_regression.py
def convert(model, feature_names, target): """Convert a Logistic Regression model to the protobuf spec. Parameters ---------- model: LogisticRegression A trained LogisticRegression model. feature_names: [str], optional (default=None) Name of the input columns. target: str, opti...
def convert(model, feature_names, target): """Convert a Logistic Regression model to the protobuf spec. Parameters ---------- model: LogisticRegression A trained LogisticRegression model. feature_names: [str], optional (default=None) Name of the input columns. target: str, opti...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/coremltools_wrap/coremltools/coremltools/converters/sklearn/_logistic_regression.py#L21-L45
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
root
If 'path' is relative, it is rooted at 'root'. Otherwise, it's unchanged.
deps/src/boost_1_68_0/tools/build/src/util/path.py
def root (path, root): """ If 'path' is relative, it is rooted at 'root'. Otherwise, it's unchanged. """ if os.path.isabs (path): return path else: return os.path.join (root, path)
def root (path, root): """ If 'path' is relative, it is rooted at 'root'. Otherwise, it's unchanged. """ if os.path.isabs (path): return path else: return os.path.join (root, path)
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/boost_1_68_0/tools/build/src/util/path.py#L28-L34
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74514c3f99e25b46f22c6e02977fe3da69221c2e
train
reverse
Returns path2 such that `os.path.join(path, path2) == '.'`. `path` may not contain '..' or be rooted. Args: path (str): the path to reverse Returns: the string of the reversed path Example: >>> p1 = 'path/to/somewhere' >>> p2 = reverse('path/to/somewhere') >>>...
deps/src/boost_1_68_0/tools/build/src/util/path.py
def reverse(path): """Returns path2 such that `os.path.join(path, path2) == '.'`. `path` may not contain '..' or be rooted. Args: path (str): the path to reverse Returns: the string of the reversed path Example: >>> p1 = 'path/to/somewhere' >>> p2 = reverse('path/...
def reverse(path): """Returns path2 such that `os.path.join(path, path2) == '.'`. `path` may not contain '..' or be rooted. Args: path (str): the path to reverse Returns: the string of the reversed path Example: >>> p1 = 'path/to/somewhere' >>> p2 = reverse('path/...
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apple/turicreate
python
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/boost_1_68_0/tools/build/src/util/path.py#L197-L225
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74514c3f99e25b46f22c6e02977fe3da69221c2e