Please complete coding assignment in Python! Thank you! import numpy as npdef bilinear_interp(query, X, Y, Z):"""Bi-linear interpolation on two-dimensional grid.Parametersquery tuple, (x,y)Coordinates of query point to interpolateX 1d array of length m, *sorted strictly ascending*Coordinates of data points along first dimensionY 1d array of length n, *sorted strictly ascending*Coordinates of data points along second dimensionZ 2d array of shape (m, n)IValues of the dependent variable z on data points. Z[i, j] is the valueof z at the data point with coordinates (✗[i], Y[j]).ReturnszqscalarInterpolated z value on query point. Bi-linear interpolation uses aweighted average of values from the 4 nearest neighbor data points.Interpolated value always equals data value if query point is a datapoint. If query point is outside data range the interpolated value isnp.nan.(X.size, Y.size)),\"Iassert (X.ndim == Y.ndim == 1) and (Z.shape"Dimension mismatch, check the docstring.'m, nZ.shapex, y queryzq = 0### START YOUR CODE HERE ######### STEP 0: get the easy stuff out of the way. If the query point is "out#3#23% of bounds", just return the special value np.nan.###### STEP 1a: Find i such that X[i] <= x < X[i+1]### STEP 1b: Find j such that Y[j] <= y < Y[j+1]###### There are many ways of doing this, and I don't require your solution to### be similar to mine. The goal is to get the correct indices### in ALL cases. (Note that the interpolation formula below works just as%%% well if the condition is changed to X[i] < x <= X[i+1], and the same%23% 23%23 for y of course. So if a query coordinate is equal to the largest data### coordinate you are technically using that second condition.)###### STEP 2: Use bi-linear interpolation formula to calculate and return the###interpolated value.### THAT'S IT##########1return zq##########

Algorithm for bilinear interpolation Check if Query Point is Out of Bounds:If the query point lies…

Answered: Please complete coding assignment in…

Engineering

Computer Science

Please complete coding assignment in Python

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

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