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Can Spark transform a Dataframe rows into vectors
I have a DataFrame of Strings like this
input = sc.parallelize([(“A”, “B”, “C”, “D”), (“E”, “F”, “G”, “H”)])
I would like to transform these into a Dataframe
| A| B| C| D|
| E| F| G| H|
What I would like to do is vectorize the Strings like so
vec = [vector(x) for x in input]
where the new matrix is
| A| B| C| D|
| E| F| G| H|
Are there any built in functions that can do this? I did some searching but could not find anything.
A bit of a close, but I think this will work:
from pyspark.mllib.linalg import Vectors
from pyspark.sql.functions import col
df = sc.parallelize([(“A”, “B”, “C”, “D”), (“E”, “F”, “G”, “H”)]).toDF(‘_1’, ‘_2’, ‘_3’, ‘_4’)
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(2016) Full Movie Download 720p Torrent, Raees. Musafir Movie All Video Song Download Free Full HD 720p. Anjaan (2014) – BluRay..The present invention relates to a transaxle device for a two-wheel drive motor vehicle.
The transaxle device of the present invention is particularly, but not exclusively, intended for two-wheel drive motor vehicles wherein driving and driven wheels are mechanically coupled together via a differential gear set.
Motor vehicles often incorporate a differential gear set for coupling the driven wheels to the driving wheels of the motor vehicle for the purpose of enabling the motor vehicle to turn.
Various methods are available for coupling the driving and driven wheels of a motor vehicle, such as for example a differential gear set or a mechanical coupling system.
A two-wheel drive motor vehicle is known in the art which includes a transaxle device coupled to a differential gear set for coupling the driving wheels of the motor vehicle.
The known transaxle device includes an intermediate shaft that has a differential gear set at one end thereof and a differential gear at the other end thereof. In this arrangement, the intermediate shaft is adapted to couple the driving wheels of the motor vehicle to the differential gear set.
Another conventional arrangement involves a main shaft that has a coupling mechanism at one end thereof for coupling a driving shaft to the driving wheels of the motor vehicle and a coupling mechanism at the other end thereof for coupling a driven shaft to the driven wheels of the motor vehicle. In this arrangement, the main shaft is adapted to couple the coupling mechanism at one end thereof to the driving wheels of the motor vehicle and to couple the coupling mechanism at the other end thereof to the driven wheels of the motor vehicle.
In recent times, two-wheel drive motor vehicles are becoming popular for recreational use. Due to this demand, it is necessary to provide a two-wheel drive motor vehicle which is not only easy to operate but which is also capable of running in a more stable manner.
However, providing a two-wheel drive motor vehicle with a transaxle device which provides