macpie.util.DataTable

class macpie.util.DataTable(data, axis=0, fillvalue=None)

A list of of equal-sized lists.

Parameters:

axisint, Default is 0

Axis the lists belong to (as rows if axis=0, or columns if axis=1)

fillvalueoptional, default is None

If lists are unequally sized, fill in missing values with fillvalue.

Examples

Constructing a DataTable.

>>> dt = mp.util.DataTable(data=[[1, 2], [4, 5, 6]])
>>> dt
DataTable(data=[[1, 2, None], [4, 5, 6]])
>>> dt = mp.util.DataTable(data=[[1, 2, 3], [4, 5, 6]], axis=1)
>>> dt
DataTable(data=[[1, 4], [2, 5], [3, 6]])

Transposing the data.

>>> dt = mp.util.DataTable(data=[[1, 2, 3], [4, 5, 6]])
>>> dt.data
[[1, 2, 3], [4, 5, 6]]
>>> dt.transpose()
>>> dt.data
[[1, 4], [2, 5], [3, 6]]

__init__(data, axis=0, fillvalue=None)

Methods

__init__(data[, axis, fillvalue])
append(item)	S.append(value) -- append value to the end of the sequence
clear()
copy()
count(value)
extend(other)	S.extend(iterable) -- extend sequence by appending elements from the iterable
from_df(df)
from_seqs(*seqs[, axis, fillvalue])	Create from one or more sequencs.
index(value, [start, [stop]])	Raises ValueError if the value is not present.
insert(i, item)	S.insert(index, value) -- insert value before index
pop([index])	Raise IndexError if list is empty or index is out of range.
remove(item)	S.remove(value) -- remove first occurrence of value.
reverse()	S.reverse() -- reverse IN PLACE
sort(*args, **kwds)
transpose()	Transpose the list of lists.