I am trying to write a feature extractor by gathering essentia's (a MIR library) functions. The flow chart is like: individual feature extraction, pool, PoolAggregator, concatenate to form the whole feature list from poolAggregator using np.concatenate

The script runs well under ipython notebook even without importing numpy. I'm just congregating the array or float number I got from the previous stage but the error message: "NameError: global name 'numpy' is not defined" shows.

I've tried to put "import numpy as np" at the top of the module:

import numpy as np
def featureExtractor(path):

or in the function:

def featureExtractor(path):import numpy as np

or outside the module in the main file:

import numpy as np
from featureExtractor import featureExtractor

None of these can solve it, please help me.

The following is the script:

from essentia.standard import *
import essentiadef featureExtractor(path):loader = MonoLoader(filename = path)x = loader()pool = essentia.Pool()spectrum = Spectrum()w = Windowing(type = 'hann')# Create needed objectsmfcc = MFCC()centroid = Centroid()for frame in FrameGenerator(x, frameSize = 1024, hopSize = 512):    mfcc_bands, mfcc_coeffs = mfcc(spectrum(w(frame))) # output: vector_realspec_centroid = centroid(spectrum(w(frame))) # output: realpool.add('lowlevel.mfcc', mfcc_coeffs)pool.add('lowlevel.centroid', spec_centroid)aggrPool = PoolAggregator(defaultStats = [ 'mean', 'var' ])(pool) # calculate mean and var for each feature# build a feature vector of type arraylist = ['lowlevel.centroid.mean', 'lowlevel.centroid.var','lowlevel.mfcc.mean', 'lowlevel.mfcc.var']feature_vec = []for name in list:feature = aggrPool[name]if type(feature) != float:  # for those type == arrayfeature_vec = np.concatenate([feature_vec,feature], axis = 0)else: # for those type == floatfeature_vec.append(feature)return feature_vec

Then I command in the main file:

path = "/~/Downloads/~.wav"
from featureExtractor import featureExtractor
featureExtractor(path)

I got the error:

---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-109-40b5bbac9b17> in <module>()1 from featureExtractor import featureExtractor2 
----> 3 featureExtractor(path)/~/ipython_notebook/featureExtractor.py in featureExtractor(path)66         for name in list:67                 feature = aggrPool[name]
---> 68         if type(feature) != float:  # for those type == array69                 feature_vec = np.concatenate([feature_vec,feature], axis = 0)70         else: # for those type == floatNameError: global name 'numpy' is not defined

And I got the same error no matter where I put the command (as described in above)

import numpy as np

Try simply

import numpy

at the top of the file /~/ipython_notebook/featureExtractor.py

It seems that your code expect numpy and not np as the module name.