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import zipfile
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import numpy as np
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+ from numpy .random import rand , randn
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from pandas ._config .localization import ( # noqa:F401
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can_set_locale ,
@@ -490,7 +491,7 @@ def assert_dict_equal(left, right, compare_keys: bool = True):
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def randbool (size = (), p : float = 0.5 ):
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- return np . random . rand (* size ) <= p
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+ return rand (* size ) <= p
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RANDS_CHARS = np .array (list (string .ascii_letters + string .digits ), dtype = (np .str_ , 1 ))
@@ -1988,12 +1989,12 @@ def all_timeseries_index_generator(k=10):
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# make series
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def makeFloatSeries (name = None ):
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index = makeStringIndex (_N )
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- return Series (np . random . randn (_N ), index = index , name = name )
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+ return Series (randn (_N ), index = index , name = name )
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def makeStringSeries (name = None ):
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index = makeStringIndex (_N )
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- return Series (np . random . randn (_N ), index = index , name = name )
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+ return Series (randn (_N ), index = index , name = name )
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def makeObjectSeries (name = None ):
@@ -2005,21 +2006,19 @@ def makeObjectSeries(name=None):
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def getSeriesData ():
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index = makeStringIndex (_N )
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- return {c : Series (np . random . randn (_N ), index = index ) for c in getCols (_K )}
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+ return {c : Series (randn (_N ), index = index ) for c in getCols (_K )}
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def makeTimeSeries (nper = None , freq = "B" , name = None ):
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if nper is None :
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nper = _N
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- return Series (
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- np .random .randn (nper ), index = makeDateIndex (nper , freq = freq ), name = name
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- )
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+ return Series (randn (nper ), index = makeDateIndex (nper , freq = freq ), name = name )
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def makePeriodSeries (nper = None , name = None ):
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if nper is None :
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nper = _N
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- return Series (np . random . randn (nper ), index = makePeriodIndex (nper ), name = name )
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+ return Series (randn (nper ), index = makePeriodIndex (nper ), name = name )
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def getTimeSeriesData (nper = None , freq = "B" ):
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