I have implemented Chaquopy into my Android app to make use of pre-trained Neural Network models in python.
Trying to call the python code, I am encountering;
"com.chaquo.python.PyException: ModuleNotFoundError: No module named 'DataLoader'
I am unsure if I have wrongly implemented the file structure for Chaquopy or if there is another reason it cannot import the DataLoader module.
DataLoader.py is in the same location as main.py, inside app/src/main/python/SimpleHRT/ so I don't see why it cannot access the module.
From the Android app to call the python;
convertImage.setOnClickListener(new View.OnClickListener(){
@Override
public void onClick(View v){
if (! Python.isStarted()){
Python.start(new AndroidPlatform(getActivity()));
}
else{
Python py = Python.getInstance();
PyObject test = py.getModule("SimpleHRT/main");
}
}
});
From the python main.py
from __future__ import division
from __future__ import print_function
import sys
import argparse
import cv2
import editdistance
from DataLoader import DataLoader, Batch
from Model import Model, DecoderType
from SamplePreprocessor import preprocess
From the Error log
--------- beginning of crash
E/AndroidRuntime: FATAL EXCEPTION: main
Process: com.teesside.yellowann, PID: 5735
com.chaquo.python.PyException: ModuleNotFoundError: No module named 'DataLoader'
at <python>.java.chaquopy.import_override(import.pxi:18)
at <python>.java._vendor.six.reraise(six.py:686)
at <python>.java.chaquopy.import_override(import.pxi:59)
at <python>.SimpleHRT/main.<module>(main.py:8)
at <python>.java.android.importer.load_module_impl(importer.py:435)
at <python>.java.android.importer.load_module(importer.py:353)
at <python>.importlib._bootstrap._load_backward_compatible(<frozen importlib._bootstrap>:626)
at <python>.importlib._bootstrap._load_unlocked(<frozen importlib._bootstrap>:656)
at <python>.importlib._bootstrap._find_and_load_unlocked(<frozen importlib._bootstrap>:955)
at <python>.importlib._bootstrap._find_and_load(<frozen importlib._bootstrap>:971)
at <python>.importlib._bootstrap._gcd_import(<frozen importlib._bootstrap>:994)
at <python>.importlib.import_module(__init__.py:126)
at <python>.chaquopy_java.Java_com_chaquo_python_Python_getModule(chaquopy_java.pyx:154)
at com.chaquo.python.Python.getModule(Native Method)
at com.teesside.yellowann.ImageFragment$3.onClick(ImageFragment.java:173)
at android.view.View.performClick(View.java:6597)
at android.view.View.performClickInternal(View.java:6574)
at android.view.View.access$3100(View.java:778)
at android.view.View$PerformClick.run(View.java:25885)
at android.os.Handler.handleCallback(Handler.java:873)
at android.os.Handler.dispatchMessage(Handler.java:99)
at android.os.Looper.loop(Looper.java:193)
at android.app.ActivityThread.main(ActivityThread.java:6669)
at java.lang.reflect.Method.invoke(Native Method)
at com.android.internal.os.RuntimeInit$MethodAndArgsCaller.run(RuntimeInit.java:493)
at com.android.internal.os.ZygoteInit.main(ZygoteInit.java:858)
I/Process: Sending signal. PID: 5735 SIG: 9
Application terminated.
EDIT Continuation:
Didn't want to raise a brand new question when this is pretty much the same thing.
Trying to now implement:
Android Java call
convertImage.setOnClickListener(new View.OnClickListener(){
@Override
public void onClick(View v){
if (! Python.isStarted()){
Python.start(new AndroidPlatform(getActivity()));
}
else{
Python py = Python.getInstance();
PyObject test = py.getModule("SimpleHRT.main").get("main");
PyObject test2 = test.call();
}
}
});
Python Filepaths
class FilePaths:
"filenames and paths to data"
fnCharList = '../model/charList.txt'
fnAccuracy = '../model/accuracy.txt'
fnTrain = '../data/'
fnInfer = '../data/test.png'
fnCorpus = '../data/corpus.txt'
Python call
model = Model(open(FilePaths.fnCharList).read(), decoderType, mustRestore=True)
infer(model, FilePaths.fnInfer)
Error log
E/AndroidRuntime: FATAL EXCEPTION: main
Process: com.teesside.yellowann, PID: 9330
com.chaquo.python.PyException: FileNotFoundError: [Errno 2] No such file or directory: 'SimpleHRT/../model/charList.txt'
at <python>.SimpleHRT.main.main(main.py:138)
at <python>.chaquopy_java.call(chaquopy_java.pyx:283)
at <python>.chaquopy_java.Java_com_chaquo_python_PyObject_callThrows(chaquopy_java.pyx:243)
at com.chaquo.python.PyObject.callThrows(Native Method)
at com.chaquo.python.PyObject.call(PyObject.java:190)
at com.teesside.yellowann.ImageFragment$3.onClick(ImageFragment.java:176)
at android.view.View.performClick(View.java:6597)
at android.view.View.performClickInternal(View.java:6574)
at android.view.View.access$3100(View.java:778)
at android.view.View$PerformClick.run(View.java:25885)
at android.os.Handler.handleCallback(Handler.java:873)
at android.os.Handler.dispatchMessage(Handler.java:99)
at android.os.Looper.loop(Looper.java:193)
at android.app.ActivityThread.main(ActivityThread.java:6669)
at java.lang.reflect.Method.invoke(Native Method)
at com.android.internal.os.RuntimeInit$MethodAndArgsCaller.run(RuntimeInit.java:493)
at com.android.internal.os.ZygoteInit.main(ZygoteInit.java:858)
I/Process: Sending signal. PID: 9330 SIG: 9
Application terminated.
I have tried "./model/charList.txt", "SimpleHRT/model/charList.txt", "SimpleHRT/../model/charList.txt", ".../model/charList.txt", "./../model/charList.txt"
The base python is in "src/main/python/SimpleHRT/" whereas the documents I need to read from are in "src/main/python/SimpleHRT/model/"
I'm assuming there's just some nuance about the file-pathing that I'm not grasping...
It looks like you're trying to do an implicit relative import. This would work in Python 2, but Python 3 requires you to explcitly indicate when you're loading a module from the same package.
So instead of from DataLoader
, you'll need to use from .DataLoader
or from SimpleHRT.DataLoader
.
Alternatively, you could move all the code to the top-level src/main/python
directory, and then the import statements would work without any change.
(This may not be related, but you should also use Python module name syntax when callling getModule
, i.e. SimpleHRT.main
, not SimpleHRT/main
. Actually, I'm surprised the second one worked at all.)
EDIT for second part of question: To load resource files packaged alongside your code, see https://chaquo.com/chaquopy/doc/current/android.html#resource-files.