def MakeBlock(dataFrame, E=0, tau=1, columnNames="", verbose=False):
'''Takens time-delay embedding on columnNames in Pandas DataFrame.
Truncates the timeseries by tau * (E-1) rows.'''
if not isinstance(dataFrame, DataFrame):
raise Exception("MakeBlock(): dataFrame is not a Pandas DataFrame.")
DF = pyEDM.AuxFunc.PandasDataFrametoDF(dataFrame)
# D is a Python dict from pybind11 < cppEDM Embed
D = pyBindEDM.MakeBlock(DF, E, tau, columnNames, verbose)
df = DataFrame(D) # Convert to pandas DataFrame
return df
def MakeBlock(dataFrame, E=0, tau=-1, columnNames=[], deletePartial=False):
'''Takens time-delay embedding on columnNames in Pandas DataFrame.
NaN will be present in tau * (E-1) rows if deletePartial False.'''
if not isinstance(dataFrame, DataFrame):
raise Exception("MakeBlock(): dataFrame is not a Pandas DataFrame.")
DF = pyEDM.AuxFunc.PandasDataFrametoDF(dataFrame)
# D is a Python dict from pybind11 < cppEDM Embed
D = pyBindEDM.MakeBlock(DF, E, tau, columnNames, deletePartial)
df = DataFrame(D) # Convert to pandas DataFrame
return df