Scipy.spatial Valueerror: "x Must Consist Of Vectors Of Length %d But Has Shape %s"

Scipy has an excelent spatial analysis pack which includes a K-dimensional tree. I am attempting to use the query function and it is returning this error: ValueError: x must consi

Solution 1:

Figured it out:

This particular value error is referencing the length of the array used to build the KD Tree.

The %d value represents the length of the array used to build the KD tree, and the %s value represents the length of the array like object you are using to query.

In my example the %d value was 6 because I had built a 6 dimensional array. The %s value was 2 because I had only fed it two coordinates: (X,Y) to query.

My error was that I had accidentally included 4 extra fields when building the KD tree. Now that both values are 2, all works as expected.