Deploy and scale serverless machine learning app - in 4 steps.
Home Page: https://cartoonify.netlify.app/
License: MIT License
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After following everything described in the tutorial , i finally got a url after deploying sls model.
when i pasted that url in notebooks an executed the code i kept getting this error, any help is much appreciated , i'm very close to completing this project i need help with this error.
KeyError Traceback (most recent call last)
in
----> 1 image = response.json()["output"]
2
3 image = image[image.find(",")+1:]
4 dec = base64.b64decode(image + "===")
5
KeyError: 'output'
After following everything described in the tutorial , i finally got a url after deploying sls model.
when i pasted that url in notebooks an executed the code i kept getting this error, any help is much appreciated , i'm very close to completing this project i need help with this error.
KeyError: 'output'
KeyError Traceback (most recent call last)
in
----> 1 image = response.json()["output"]
2
3 image = image[image.find(",")+1:]
4 dec = base64.b64decode(image + "===")
5
KeyError: 'output'
TypeError: Cannot convert undefined or null to object
at Function.entries (<anonymous>)
at getConfigsByWarmer (C:\Users\ryan\OneDrive\Desktop\Cantoonify_Model\cartoonify\node_modules\serverless-plugin-warmup\src\config.js:170:34)
at WarmUp.configPlugin (C:\Users\ryan\OneDrive\Desktop\Cantoonify_Model\cartoonify\node_modules\serverless-plugin-warmup\src\index.js:82:10)
at C:\Users\ryan\AppData\Roaming\npm\node_modules\serverless\lib\classes\PluginManager.js:501:55
at tryCatcher (C:\Users\ryan\AppData\Roaming\npm\node_modules\serverless\node_modules\bluebird\js\release\util.js:16:23)
at Object.gotValue (C:\Users\ryan\AppData\Roaming\npm\node_modules\serverless\node_modules\bluebird\js\release\reduce.js:168:18)
at Object.gotAccum (C:\Users\ryan\AppData\Roaming\npm\node_modules\serverless\node_modules\bluebird\js\release\reduce.js:155:25).
"The runtime parameter of nodejs12.x is no longer supported for creating or updating AWS Lambda functions"
where could I specified runtime nodejs .? I can't file nodejs runtime on serverless.yml.
Lambda function fails when trying to load models from S3 with following output
[ERROR] ClientError: An error occurred (AccessDenied) when calling the GetObject operation: Access Denied
Traceback (most recent call last):
File "/var/lang/lib/python3.7/imp.py", line 234, in load_module
return load_source(name, filename, file)
File "/var/lang/lib/python3.7/imp.py", line 171, in load_source
module = _load(spec)
File "<frozen importlib._bootstrap>", line 696, in _load
File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
File "<frozen importlib._bootstrap_external>", line 728, in exec_module
File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
File "/var/task/src/handler.py", line 55, in <module>
models = load_models(s3, bucket)
File "/var/task/src/handler.py", line 39, in load_models
response = s3.get_object(Bucket=bucket, Key=f"models/{style}_net_G_float.pth")
File "/var/runtime/botocore/client.py", line 357, in _api_call
return self._make_api_call(operation_name, kwargs)
File "/var/runtime/botocore/client.py", line 676, in _make_api_call
raise error_class(parsed_response, operation_name)
[ERROR] ClientError: An error occurred (AccessDenied) when calling the GetObject operation: Access Denied Traceback (most recent call last): File "/var/lang/lib/python3.7/imp.py", line 234, in load_module return load_source(name, filename, file) File "/var/lang/lib/python3.7/imp.py", line 171, in load_source module = _load(spec) File "<frozen importlib._bootstrap>", line 696, in _load File "<frozen importlib._bootstrap>", line 677, in _load_unlocked File "<frozen importlib._bootstrap_external>", line 728, in exec_module File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed File "/var/task/src/handler.py", line 55, in <module> models = load_models(s3, bucket) File "/var/task/src/handler.py", line 39, in load_models response = s3.get_object(Bucket=bucket, Key=f"models/{style}_net_G_float.pth") File "/var/runtime/botocore/client.py", line 357, in _api_call return self._make_api_call(operation_name, kwargs) File "/var/runtime/botocore/client.py", line 676, in _make_api_call raise error_class(parsed_response, operation_name)
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