Detail: Batch: Accessor String
Overview: Batch: Accessor String
- Batch.via_str.__getitem__(key)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.__getitem__(key)[source]
Return a container with the provided selection or slice of each element.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str[-1].to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 0 1 i 1 2 Z 1 i 2 8 3 1 i 3 3 0 j p 0 nan j q 2 Z nan j r 8 3 nan j s 3 nan <<U1> <object> <<U1> <<U1> <object>
- Batch.via_str.capitalize
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.capitalize()[source]
Return a container with only the first character of each element capitalized.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.capitalize().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 Qrs 1517-01-01 i 1 2 Xyz 1517-04-01 i 2 8 123 1517-12-31 i 3 3 wx 1517-06-30 j p 10 Qrs nan j q 2 Xyz nan j r 8 123 nan j s 3 wx nan <<U1> <object> <<U21> <<U4> <object>
- Batch.via_str.center(width, fillchar)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.center(width, fillchar=' ')[source]
Return a container with its elements centered in a string of length
width.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.center(8).to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 qrs 1517-01- i 1 2 XYZ 1517-04- i 2 8 123 1517-12- i 3 3 wX 1517-06- j p 10 qrs nan j q 2 XYZ nan j r 8 123 nan j s 3 wX nan <<U1> <object> <<U8> <<U8> <object>
- Batch.via_str.contains(item)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.contains(item)[source]
Returns a container with the number of non-overlapping occurrences of substring sub in the optional range
start,end.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.contains('X').to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 False False False i 1 False True False i 2 False False False i 3 False True False j p False False nan j q False True nan j r False False nan j s False True nan <<U1> <object> <bool> <bool> <object>
- Batch.via_str.count(sub, start, end)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.count(sub, start=None, end=None)[source]
Returns a container with the number of non-overlapping occurrences of substring sub in the optional range
start,end.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.count('X').to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 0 0 0.0 i 1 0 1 0.0 i 2 0 0 0.0 i 3 0 1 0.0 j p 0 0 nan j q 0 1 nan j r 0 0 nan j s 0 1 nan <<U1> <object> <int64> <int64> <float64>
- Batch.via_str.decode(encoding, errors)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.decode(encoding=None, errors=None)[source]
Apply str.decode() to each element. Elements must be bytes.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))).astype(bytes) >>> bt <Batch max_workers=None> >>> bt.via_str.decode().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 qrs 1517-01-01 i 1 2 XYZ 1517-04-01 i 2 8 123 1517-12-31 i 3 3 wX 1517-06-30 j p 10 qrs nan j q 2 XYZ nan j r 8 123 nan j s 3 wX nan <<U1> <object> <<U2> <<U4> <object>
- Batch.via_str.encode(encoding, errors)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.encode(encoding=None, errors=None)[source]
Apply str.encode() to each element. Elements must be strings.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.encode().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 b'10' b'qrs ' b'1517-01-01' i 1 b'2' b'XYZ' b'1517-04-01' i 2 b'8' b'123' b'1517-12-31' i 3 b'3' b' wX ' b'1517-06-30' j p b'10' b'qrs ' nan j q b'2' b'XYZ' nan j r b'8' b'123' nan j s b'3' b' wX ' nan <<U1> <object> <|S2> <|S4> <object>
- Batch.via_str.endswith(suffix, start, end)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.endswith(suffix, start=None, end=None)[source]
Returns a container with the number of non-overlapping occurrences of substring
suffix(or an iterable of suffixes) in the optional rangestart,end.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.endswith(' ').to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 False True False i 1 False False False i 2 False False False i 3 False True False j p False True nan j q False False nan j r False False nan j s False True nan <<U1> <object> <bool> <bool> <object>
- Batch.via_str.find(sub, start, end)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.find(sub, start=None, end=None)[source]
For each element, return the lowest index in the string where substring
subis found.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.find('X').to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 -1 -1 -1.0 i 1 -1 0 -1.0 i 2 -1 -1 -1.0 i 3 -1 2 -1.0 j p -1 -1 nan j q -1 0 nan j r -1 -1 nan j s -1 2 nan <<U1> <object> <int64> <int64> <float64>
- Batch.via_str.format(format)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.format(format)[source]
For each element, return a string resulting from calling the format argument’s format method with the values in this container.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.format('{:-^10}').to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 ----10---- ---qrs --- 1517-01-01 i 1 ----2----- ---XYZ---- 1517-04-01 i 2 ----8----- ---123---- 1517-12-31 i 3 ----3----- --- wX --- 1517-06-30 j p ----10---- ---qrs --- nan j q ----2----- ---XYZ---- nan j r ----8----- ---123---- nan j s ----3----- --- wX --- nan <<U1> <object> <<U10> <<U10> <object>
- Batch.via_str.index(sub, start, end)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.index(sub, start=None, end=None)[source]
Like
find, but raisesValueErrorwhen the substring is not found.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.index('X').to_frame() ValueError('substring not found')
- Batch.via_str.isalnum
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.isalnum()[source]
Returns true for each element if all characters in the string are alphanumeric and there is at least one character, false otherwise.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.isalnum().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 True False False i 1 True True False i 2 True True False i 3 True False False j p True False nan j q True True nan j r True True nan j s True False nan <<U1> <object> <bool> <bool> <object>
- Batch.via_str.isalpha
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.isalpha()[source]
Returns true for each element if all characters in the string are alphabetic and there is at least one character, false otherwise.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.isalpha().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 False False False i 1 False True False i 2 False False False i 3 False False False j p False False nan j q False True nan j r False False nan j s False False nan <<U1> <object> <bool> <bool> <object>
- Batch.via_str.isdecimal
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.isdecimal()[source]
For each element, return True if there are only decimal characters in the element.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.isdecimal().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 True False False i 1 True False False i 2 True True False i 3 True False False j p True False nan j q True False nan j r True True nan j s True False nan <<U1> <object> <bool> <bool> <object>
- Batch.via_str.isdigit
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.isdigit()[source]
Returns true for each element if all characters in the string are digits and there is at least one character, false otherwise.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.isdigit().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 True False False i 1 True False False i 2 True True False i 3 True False False j p True False nan j q True False nan j r True True nan j s True False nan <<U1> <object> <bool> <bool> <object>
- Batch.via_str.islower
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.islower()[source]
Returns true for each element if all cased characters in the string are lowercase and there is at least one cased character, false otherwise.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.islower().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 False True False i 1 False False False i 2 False False False i 3 False False False j p False True nan j q False False nan j r False False nan j s False False nan <<U1> <object> <bool> <bool> <object>
- Batch.via_str.isnumeric
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.isnumeric()[source]
For each element in self, return True if there are only numeric characters in the element.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.isnumeric().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 True False False i 1 True False False i 2 True True False i 3 True False False j p True False nan j q True False nan j r True True nan j s True False nan <<U1> <object> <bool> <bool> <object>
- Batch.via_str.isspace
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.isspace()[source]
Returns true for each element if there are only whitespace characters in the string and there is at least one character, false otherwise.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.isspace().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 False False False i 1 False False False i 2 False False False i 3 False False False j p False False nan j q False False nan j r False False nan j s False False nan <<U1> <object> <bool> <bool> <object>
- Batch.via_str.istitle
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.istitle()[source]
Returns true for each element if the element is a titlecased string and there is at least one character, false otherwise.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.istitle().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 False False False i 1 False False False i 2 False False False i 3 False False False j p False False nan j q False False nan j r False False nan j s False False nan <<U1> <object> <bool> <bool> <object>
- Batch.via_str.isupper
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.isupper()[source]
Returns true for each element if all cased characters in the string are uppercase and there is at least one character, false otherwise.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.isupper().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 False False False i 1 False True False i 2 False False False i 3 False False False j p False False nan j q False True nan j r False False nan j s False False nan <<U1> <object> <bool> <bool> <object>
- Batch.via_str.ljust(width, fillchar)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.ljust(width, fillchar=' ')[source]
Return a container with its elements ljusted in a string of length
width.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.ljust(8).to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 qrs 1517-01- i 1 2 XYZ 1517-04- i 2 8 123 1517-12- i 3 3 wX 1517-06- j p 10 qrs nan j q 2 XYZ nan j r 8 123 nan j s 3 wX nan <<U1> <object> <<U8> <<U8> <object>
- Batch.via_str.len
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.len()[source]
Return the length of the string.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.len().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 2 4 10.0 i 1 1 3 10.0 i 2 1 3 10.0 i 3 1 4 10.0 j p 2 4 nan j q 1 3 nan j r 1 3 nan j s 1 4 nan <<U1> <object> <int64> <int64> <float64>
- Batch.via_str.lower
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.lower()[source]
Return an array with the elements of self converted to lowercase.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.lower().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 qrs 1517-01-01 i 1 2 xyz 1517-04-01 i 2 8 123 1517-12-31 i 3 3 wx 1517-06-30 j p 10 qrs nan j q 2 xyz nan j r 8 123 nan j s 3 wx nan <<U1> <object> <<U21> <<U4> <object>
- Batch.via_str.lstrip(chars)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.lstrip(chars=None)[source]
For each element, return a copy with the leading characters removed.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.lstrip().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 qrs 1517-01-01 i 1 2 XYZ 1517-04-01 i 2 8 123 1517-12-31 i 3 3 wX 1517-06-30 j p 10 qrs nan j q 2 XYZ nan j r 8 123 nan j s 3 wX nan <<U1> <object> <<U21> <<U4> <object>
- Batch.via_str.partition(sep)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.partition(sep)[source]
Partition each element around
sep.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.partition('X').to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 ('10', '', '') ('qrs ', '', '') ('1517-01-01', ''... i 1 ('2', '', '') ('', 'X', 'YZ') ('1517-04-01', ''... i 2 ('8', '', '') ('123', '', '') ('1517-12-31', ''... i 3 ('3', '', '') (' w', 'X', ' ') ('1517-06-30', ''... j p ('10', '', '') ('qrs ', '', '') nan j q ('2', '', '') ('', 'X', 'YZ') nan j r ('8', '', '') ('123', '', '') nan j s ('3', '', '') (' w', 'X', ' ') nan <<U1> <object> <object> <object> <object>
- Batch.via_str.replace(old, new, count)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.replace(old, new, count=None)[source]
Return a container with its elements replaced in a string of length
width.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.replace('X', '*').to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 qrs 1517-01-01 i 1 2 *YZ 1517-04-01 i 2 8 123 1517-12-31 i 3 3 w* 1517-06-30 j p 10 qrs nan j q 2 *YZ nan j r 8 123 nan j s 3 w* nan <<U1> <object> <<U2> <<U4> <object>
- Batch.via_str.rfind(sub, start, end)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.rfind(sub, start=None, end=None)[source]
For each element, return the highest index in the string where substring
subis found, such that sub is contained withinstart,end.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.rfind('X').to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 -1 -1 -1.0 i 1 -1 0 -1.0 i 2 -1 -1 -1.0 i 3 -1 2 -1.0 j p -1 -1 nan j q -1 0 nan j r -1 -1 nan j s -1 2 nan <<U1> <object> <int64> <int64> <float64>
- Batch.via_str.rindex(sub, start, end)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.rindex(sub, start=None, end=None)[source]
Like
rfind, but raisesValueErrorwhen the substringsubis not found.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.rindex('X').to_frame() ValueError('substring not found')
- Batch.via_str.rjust(width, fillchar)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.rjust(width, fillchar=' ')[source]
Return a container with its elements rjusted in a string of length
width.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.rjust(8).to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 qrs 1517-01- i 1 2 XYZ 1517-04- i 2 8 123 1517-12- i 3 3 wX 1517-06- j p 10 qrs nan j q 2 XYZ nan j r 8 123 nan j s 3 wX nan <<U1> <object> <<U8> <<U8> <object>
- Batch.via_str.rpartition(sep)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.rpartition(sep)[source]
Partition (split) each element around the right-most separator.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.rpartition('X').to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 ('', '', '10') ('', '', 'qrs ') ('', '', '1517-01... i 1 ('', '', '2') ('', 'X', 'YZ') ('', '', '1517-04... i 2 ('', '', '8') ('', '', '123') ('', '', '1517-12... i 3 ('', '', '3') (' w', 'X', ' ') ('', '', '1517-06... j p ('', '', '10') ('', '', 'qrs ') nan j q ('', '', '2') ('', 'X', 'YZ') nan j r ('', '', '8') ('', '', '123') nan j s ('', '', '3') (' w', 'X', ' ') nan <<U1> <object> <object> <object> <object>
- Batch.via_str.rsplit(sep, maxsplit)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.rsplit(sep, maxsplit=-1)[source]
For each element, return a tuple of the words in the string, using sep as the delimiter string.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.rsplit('X').to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 ('10',) ('qrs ',) ('1517-01-01',) i 1 ('2',) ('', 'YZ') ('1517-04-01',) i 2 ('8',) ('123',) ('1517-12-31',) i 3 ('3',) (' w', ' ') ('1517-06-30',) j p ('10',) ('qrs ',) nan j q ('2',) ('', 'YZ') nan j r ('8',) ('123',) nan j s ('3',) (' w', ' ') nan <<U1> <object> <object> <object> <object>
- Batch.via_str.rstrip(chars)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.rstrip(chars=None)[source]
For each element, return a copy with the trailing characters removed.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.rstrip().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 qrs 1517-01-01 i 1 2 XYZ 1517-04-01 i 2 8 123 1517-12-31 i 3 3 wX 1517-06-30 j p 10 qrs nan j q 2 XYZ nan j r 8 123 nan j s 3 wX nan <<U1> <object> <<U21> <<U4> <object>
- Batch.via_str.split(sep, maxsplit)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.split(sep, maxsplit=-1)[source]
For each element, return a tuple of the words in the string, using sep as the delimiter string.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.split('X').to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 ('10',) ('qrs ',) ('1517-01-01',) i 1 ('2',) ('', 'YZ') ('1517-04-01',) i 2 ('8',) ('123',) ('1517-12-31',) i 3 ('3',) (' w', ' ') ('1517-06-30',) j p ('10',) ('qrs ',) nan j q ('2',) ('', 'YZ') nan j r ('8',) ('123',) nan j s ('3',) (' w', ' ') nan <<U1> <object> <object> <object> <object>
- Batch.via_str.startswith(prefix, start, end)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.startswith(prefix, start=None, end=None)[source]
Returns a container with the number of non-overlapping occurrences of substring prefix (or an iterable of prefixes) in the optional range
start,end.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.startswith('X').to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 False False False i 1 False True False i 2 False False False i 3 False False False j p False False nan j q False True nan j r False False nan j s False False nan <<U1> <object> <bool> <bool> <object>
- Batch.via_str.strip(chars)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.strip(chars=None)[source]
For each element, return a copy with the leading and trailing characters removed.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.strip().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 qrs 1517-01-01 i 1 2 XYZ 1517-04-01 i 2 8 123 1517-12-31 i 3 3 wX 1517-06-30 j p 10 qrs nan j q 2 XYZ nan j r 8 123 nan j s 3 wX nan <<U1> <object> <<U21> <<U4> <object>
- Batch.via_str.swapcase
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.swapcase()[source]
Return a container with uppercase characters converted to lowercase and vice versa.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.swapcase().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 QRS 1517-01-01 i 1 2 xyz 1517-04-01 i 2 8 123 1517-12-31 i 3 3 Wx 1517-06-30 j p 10 QRS nan j q 2 xyz nan j r 8 123 nan j s 3 Wx nan <<U1> <object> <<U21> <<U4> <object>
- Batch.via_str.title
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.title()[source]
Return a container with uppercase characters converted to lowercase and vice versa.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.title().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 Qrs 1517-01-01 i 1 2 Xyz 1517-04-01 i 2 8 123 1517-12-31 i 3 3 Wx 1517-06-30 j p 10 Qrs nan j q 2 Xyz nan j r 8 123 nan j s 3 Wx nan <<U1> <object> <<U21> <<U4> <object>
- Batch.via_str.upper
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.upper()[source]
Return a container with uppercase characters converted to lowercase and vice versa.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.upper().to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 10 QRS 1517-01-01 i 1 2 XYZ 1517-04-01 i 2 8 123 1517-12-31 i 3 3 WX 1517-06-30 j p 10 QRS nan j q 2 XYZ nan j r 8 123 nan j s 3 WX nan <<U1> <object> <<U21> <<U4> <object>
- Batch.via_str.zfill(width)
- Batch.via_str
Interface for applying string methods to elements in this container.
- InterfaceBatchString.zfill(width)[source]
Return the string left-filled with zeros.
>>> bt = sf.Batch((('i', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX '), ('1517-01-01', '1517-04-01', '1517-12-31', '1517-06-30')), columns=('a', 'b', 'c'), dtypes=dict(c=np.datetime64), name='x')), ('j', sf.Frame.from_fields(((10, 2, 8, 3), ('qrs ', 'XYZ', '123', ' wX ')), columns=('a', 'b'), index=('p', 'q', 'r', 's'), name='x')))) >>> bt <Batch max_workers=None> >>> bt.via_str.zfill(8).to_frame() <Frame> <Index> a b c <<U1> <IndexHierarchy> i 0 00000010 0000qrs 1517-01- i 1 00000002 00000XYZ 1517-04- i 2 00000008 00000123 1517-12- i 3 00000003 0000 wX 1517-06- j p 00000010 0000qrs nan j q 00000002 00000XYZ nan j r 00000008 00000123 nan j s 00000003 0000 wX nan <<U1> <object> <<U8> <<U8> <object>
Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Values | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression | Accessor Hashlib | Accessor Type Clinic