This repository was archived by the owner on Jun 29, 2019. It is now read-only.
This repository was archived by the owner on Jun 29, 2019. It is now read-only.
python realtime service - internal error #10
Description
Following the steps in samples/python/tutorials/realtime/digit_classification.ipynb, I have created the model. Tests on DSVM passes.
Python 3.5.2 |Anaconda custom (64-bit)| (default, Jul 2 2016, 17:53:06)
[GCC 4.4.7 20120313 (Red Hat 4.4.7-1)] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import json
>>> import skdigits
>>> skdigits.init()
>>> skdigits.run("[[0.0,0.0,10.0,14.0,8.0,1.0,0.0,0.0,0.0,2.0,16.0,14.0,6.0,1.0,0.0,0.0,0.0,0.0,15.0,15.0,8.0,15.0,0.0,0.0,0.0,0.0,5.0,16.0,16.0,10.0,0.0,0.0,0.0,0.0,12.0,15.0,15.0,12.0,0.0,0.0,0.0,4.0,16
.0,6.0,4.0,16.0,6.0,0.0,0.0,8.0,16.0,10.0,8.0,16.0,8.0,0.0,0.0,1.0,8.0,12.0,14.0,12.0,1.0, 0.0]]")
8
>>> I'm getting the following error on sending request to the service,
$ az ml service create realtime -f skdigits.py -d sklearn -n skdigitsapp
Uploading dependencies.
sklearn
/anaconda/envs/py35/lib/python3.5/site-packages/azure/cli/command_modules/ml/service/azuremlutilities.py
Creating docker image...done.
Image available at : sparkscoreacr.azurecr.io/skdigitsapp
[Local mode] Running docker container.
Using default tag: latest
latest: Pulling from skdigitsapp
c62795f78da9: Already exists
d4fceeeb758e: Already exists
5c9125a401ae: Already exists
0062f774e994: Already exists
6b33fd031fac: Already exists
81fdc302299d: Already exists
cb7b074cdf3f: Already exists
909391f68132: Already exists
eb2dac95a3e7: Already exists
bd3a5b3cf71b: Already exists
5d0658498fa4: Already exists
3a27844d7e55: Already exists
30dcec6a5e25: Already exists
93a4a29b64e8: Already exists
0a3842698ae8: Already exists
c1aea37fe470: Already exists
3e9ded146371: Pull complete
034b217c74fe: Pull complete
Digest: sha256:83bf60a4ff1143b4624ddc3d646a14d4fa63699b4fa7919f6c0c70f337294141
Status: Downloaded newer image for sparkscoreacr.azurecr.io/skdigitsapp:latest
[Local mode] Success.
[Local mode] Scoring endpoint: http://127.0.0.1:32774/score
[Local mode] Usage: az ml service run realtime -n skdigitsapp [-d '{"input":"!! YOUR DATA HERE !!"}']
$ aml service run realtime -n skdigitsapp -d '{"input":"[[0.0,0.0,10.0,14.0,8.0,1.0,0.0,0.0,0.0,2.0,16.0,14.0,6.0,1.0,0.0,0.0,0.0,0.0,15.0,15.0,8.0,15.0,0.0,0.0,0.0,0.0,5.0,16.0,16.0,10.0,0.0,0.0,0.0,0.0,12.0,15.0,15.0,12.0,0.0,0.0,0.0,4.0,16.0,6.0,4.0,16.0,6.0,0.0,0.0,8.0,16.0,10.0,8.0,16.0,8.0,0.0,0.0,1.0,8.0,12.0,14.0,12.0,1.0, 0.0]]"}'
b'<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 3.2 Final//EN">\n<title>500 Internal Server Error</title>\n<h1>Internal Server Error</h1>\n<p>The server encountered an internal error and was unable to complete your request. Either the server is overloaded or there is an error in the application.</p>\n'
$