问题
The same code worked perfectly on my local machine and I could visit the deployed app at localhost:5000. However, when I uploaded the files on GitHub and then deployed them on IBM Toolchain, I'm unable to start the app successfully.
Let me explain what I'm doing in brief. I'm using IBM's Cloud Object storage to access a .csv file and then continue to perform ML predictions and display the results. The user can also upload his/her own .csv file by connecting to Cloud Object storage. I have checked them on my local machine and as mentioned, they worked perfectly fine.
Yes, I have mentioned the proper requirements, Procfile, manifest.yml.
Here is the link to my git repo where you can check out if there are any errors -
https://github.com/sthitaprajna-mishra/churn_prediction_v1_git
The logs:
Preparing to start the job...
Pipeline image: latest
Preparing the build artifacts...
Pulling pipeline base image latest ...
cf login -a "https://api.eu-gb.cf.cloud.ibm.com" -u apikey -p "****" -o "smishrav2@gmail.com" -s "dev"
API endpoint: https://api.eu-gb.cf.cloud.ibm.com
Authenticating...
OK
Targeted org smishrav2@gmail.com
Targeted space dev
API endpoint: https://api.eu-gb.cf.cloud.ibm.com (API version: 2.147.0)
User: smishrav2@gmail.com
Org: smishrav2@gmail.com
Space: dev
Showing health and status for app churn_vone in org smishrav2@gmail.com / space dev as smishrav2@gmail.com...
FAILED
App 'churn_vone' not found.
Pushing from manifest to org smishrav2@gmail.com / space dev as smishrav2@gmail.com...
Using manifest file /home/pipeline/8f55659f-e9c8-4d3e-bb5e-4ec397afe427/manifest.yml
Getting app info...
Creating app with these attributes...
+ name: churn_vone
path: /home/pipeline/8f55659f-e9c8-4d3e-bb5e-4ec397afe427
buildpacks:
+ https://github.com/cloudfoundry/python-buildpack.git
+ command: python app.py
+ memory: 25M
routes:
+ churnvone-interested-fox.eu-gb.mybluemix.net
Creating app churn_vone...
Mapping routes...
Comparing local files to remote cache...
Packaging files to upload...
Uploading files...
0 B / 105.87 KiB 0.00%
105.87 KiB / 105.87 KiB 100.00%
105.87 KiB / 105.87 KiB 100.00%
105.87 KiB / 105.87 KiB 100.00%
105.87 KiB / 105.87 KiB 100.00%
105.87 KiB / 105.87 KiB 100.00%
105.87 KiB / 105.87 KiB 100.00%
105.87 KiB / 105.87 KiB 100.00%
105.87 KiB / 105.87 KiB 100.00%
105.87 KiB / 105.87 KiB 100.00%
105.87 KiB / 105.87 KiB 100.00%
105.87 KiB / 105.87 KiB 100.00% 2s
Waiting for API to complete processing files...
Staging app and tracing logs...
Cell 883bbd38-6bc5-4dca-a216-7f24c8afa166 creating container for instance d9606cdb-c70e-48f9-a216-ed8c07947921
Cell 883bbd38-6bc5-4dca-a216-7f24c8afa166 successfully created container for instance d9606cdb-c70e-48f9-a216-ed8c07947921
Downloading app package...
Downloaded app package (849.3K)
-----> Download go 1.12.4
-----> Running go build supply
/tmp/buildpackdownloads/c011a0fe8e55069cdbeb0a3d00e21875 ~
~
-----> Python Buildpack version 1.7.13
-----> Supplying Python
-----> Installing python 3.8.2
Download [https://buildpacks.cloudfoundry.org/dependencies/python/python-3.8.2-linux-x64-cflinuxfs3-580151dd.tgz]
-----> Installing pip-pop 0.1.4
Download [https://buildpacks.cloudfoundry.org/dependencies/manual-binaries/pip-pop/pip-pop-0.1.4-0a3b0f1b.tar.gz]
-----> Running Pip Install
Collecting Flask>=1.0.0 (from -r /tmp/app/requirements.txt (line 1))
Downloading https://files.pythonhosted.org/packages/f2/28/2a03252dfb9ebf377f40fba6a7841b47083260bf8bd8e737b0c6952df83f/Flask-1.1.2-py2.py3-none-any.whl (94kB)
Collecting cloudant==2.4.0 (from -r /tmp/app/requirements.txt (line 2))
Downloading https://files.pythonhosted.org/packages/9a/42/9c4359e738cd6018829e8779962eb78e24323239e028d6c190507125a65b/cloudant-2.4.0.tar.gz (50kB)
Collecting ibm-cos-sdk==2.3.2 (from -r /tmp/app/requirements.txt (line 3))
Downloading https://files.pythonhosted.org/packages/81/6d/caa16a1a85af26bb2c4902644f43b233a8db2a7d7485792c25601f67a5ae/ibm-cos-sdk-2.3.2.tar.gz (49kB)
Collecting urllib3==1.24.2 (from -r /tmp/app/requirements.txt (line 4))
Downloading https://files.pythonhosted.org/packages/df/1c/59cca3abf96f991f2ec3131a4ffe72ae3d9ea1f5894abe8a9c5e3c77cfee/urllib3-1.24.2-py2.py3-none-any.whl (131kB)
Collecting Jinja2>=2.10.1 (from Flask>=1.0.0->-r /tmp/app/requirements.txt (line 1))
Downloading https://files.pythonhosted.org/packages/30/9e/f663a2aa66a09d838042ae1a2c5659828bb9b41ea3a6efa20a20fd92b121/Jinja2-2.11.2-py2.py3-none-any.whl (125kB)
Collecting itsdangerous>=0.24 (from Flask>=1.0.0->-r /tmp/app/requirements.txt (line 1))
Downloading https://files.pythonhosted.org/packages/76/ae/44b03b253d6fade317f32c24d100b3b35c2239807046a4c953c7b89fa49e/itsdangerous-1.1.0-py2.py3-none-any.whl
Collecting click>=5.1 (from Flask>=1.0.0->-r /tmp/app/requirements.txt (line 1))
Downloading https://files.pythonhosted.org/packages/d2/3d/fa76db83bf75c4f8d338c2fd15c8d33fdd7ad23a9b5e57eb6c5de26b430e/click-7.1.2-py2.py3-none-any.whl (82kB)
Collecting Werkzeug>=0.15 (from Flask>=1.0.0->-r /tmp/app/requirements.txt (line 1))
Downloading https://files.pythonhosted.org/packages/cc/94/5f7079a0e00bd6863ef8f1da638721e9da21e5bacee597595b318f71d62e/Werkzeug-1.0.1-py2.py3-none-any.whl (298kB)
Collecting requests<3.0.0,>=2.7.0 (from cloudant==2.4.0->-r /tmp/app/requirements.txt (line 2))
Downloading https://files.pythonhosted.org/packages/1a/70/1935c770cb3be6e3a8b78ced23d7e0f3b187f5cbfab4749523ed65d7c9b1/requests-2.23.0-py2.py3-none-any.whl (58kB)
Collecting ibm-cos-sdk-core==2.*,>=2.0.0 (from ibm-cos-sdk==2.3.2->-r /tmp/app/requirements.txt (line 3))
Downloading https://files.pythonhosted.org/packages/c1/f0/ebb57ccf2d3dc567988cea6a6ba778ebbf96bc4f40039866757dd97cb80a/ibm-cos-sdk-core-2.6.2.tar.gz (787kB)
Collecting ibm-cos-sdk-s3transfer==2.*,>=2.0.0 (from ibm-cos-sdk==2.3.2->-r /tmp/app/requirements.txt (line 3))
Downloading https://files.pythonhosted.org/packages/c9/5e/11d12801a51cb74272d4f6072b4da5570d6739137e11f6573b6c043b3160/ibm-cos-sdk-s3transfer-2.6.2.tar.gz (131kB)
Collecting MarkupSafe>=0.23 (from Jinja2>=2.10.1->Flask>=1.0.0->-r /tmp/app/requirements.txt (line 1))
Downloading https://files.pythonhosted.org/packages/4b/20/f6d7648c81cb84815d0be935d5c74cd1cc0239e43eadb1a61062d34b6543/MarkupSafe-1.1.1-cp38-cp38-manylinux1_x86_64.whl
Collecting idna<3,>=2.5 (from requests<3.0.0,>=2.7.0->cloudant==2.4.0->-r /tmp/app/requirements.txt (line 2))
Downloading https://files.pythonhosted.org/packages/89/e3/afebe61c546d18fb1709a61bee788254b40e736cff7271c7de5de2dc4128/idna-2.9-py2.py3-none-any.whl (58kB)
Collecting chardet<4,>=3.0.2 (from requests<3.0.0,>=2.7.0->cloudant==2.4.0->-r /tmp/app/requirements.txt (line 2))
Downloading https://files.pythonhosted.org/packages/bc/a9/01ffebfb562e4274b6487b4bb1ddec7ca55ec7510b22e4c51f14098443b8/chardet-3.0.4-py2.py3-none-any.whl (133kB)
Collecting certifi>=2017.4.17 (from requests<3.0.0,>=2.7.0->cloudant==2.4.0->-r /tmp/app/requirements.txt (line 2))
Downloading https://files.pythonhosted.org/packages/57/2b/26e37a4b034800c960a00c4e1b3d9ca5d7014e983e6e729e33ea2f36426c/certifi-2020.4.5.1-py2.py3-none-any.whl (157kB)
Collecting jmespath<1.0.0,>=0.7.1 (from ibm-cos-sdk-core==2.*,>=2.0.0->ibm-cos-sdk==2.3.2->-r /tmp/app/requirements.txt (line 3))
Downloading https://files.pythonhosted.org/packages/a3/43/1e939e1fcd87b827fe192d0c9fc25b48c5b3368902bfb913de7754b0dc03/jmespath-0.9.5-py2.py3-none-any.whl
Collecting docutils<0.16,>=0.10 (from ibm-cos-sdk-core==2.*,>=2.0.0->ibm-cos-sdk==2.3.2->-r /tmp/app/requirements.txt (line 3))
Downloading https://files.pythonhosted.org/packages/22/cd/a6aa959dca619918ccb55023b4cb151949c64d4d5d55b3f4ffd7eee0c6e8/docutils-0.15.2-py3-none-any.whl (547kB)
Collecting python-dateutil<3.0.0,>=2.1 (from ibm-cos-sdk-core==2.*,>=2.0.0->ibm-cos-sdk==2.3.2->-r /tmp/app/requirements.txt (line 3))
Downloading https://files.pythonhosted.org/packages/d4/70/d60450c3dd48ef87586924207ae8907090de0b306af2bce5d134d78615cb/python_dateutil-2.8.1-py2.py3-none-any.whl (227kB)
Collecting six>=1.5 (from python-dateutil<3.0.0,>=2.1->ibm-cos-sdk-core==2.*,>=2.0.0->ibm-cos-sdk==2.3.2->-r /tmp/app/requirements.txt (line 3))
Downloading https://files.pythonhosted.org/packages/65/eb/1f97cb97bfc2390a276969c6fae16075da282f5058082d4cb10c6c5c1dba/six-1.14.0-py2.py3-none-any.whl
Installing collected packages: MarkupSafe, Jinja2, itsdangerous, click, Werkzeug, Flask, idna, chardet, urllib3, certifi, requests, cloudant, jmespath, docutils, six, python-dateutil, ibm-cos-sdk-core, ibm-cos-sdk-s3transfer, ibm-cos-sdk
WARNING: The script flask is installed in '/tmp/contents945626316/deps/0/python/bin' which is not on PATH.
Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.
WARNING: The script chardetect is installed in '/tmp/contents945626316/deps/0/python/bin' which is not on PATH.
Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.
Running setup.py install for cloudant: started
Running setup.py install for cloudant: finished with status 'done'
Running setup.py install for ibm-cos-sdk-core: started
Running setup.py install for ibm-cos-sdk-core: finished with status 'done'
Running setup.py install for ibm-cos-sdk-s3transfer: started
Running setup.py install for ibm-cos-sdk-s3transfer: finished with status 'done'
Running setup.py install for ibm-cos-sdk: started
Running setup.py install for ibm-cos-sdk: finished with status 'done'
Successfully installed Flask-1.1.2 Jinja2-2.11.2 MarkupSafe-1.1.1 Werkzeug-1.0.1 certifi-2020.4.5.1 chardet-3.0.4 click-7.1.2 cloudant-2.4.0 docutils-0.15.2 ibm-cos-sdk-2.3.2 ibm-cos-sdk-core-2.6.2 ibm-cos-sdk-s3transfer-2.6.2 idna-2.9 itsdangerous-1.1.0 jmespath-0.9.5 python-dateutil-2.8.1 requests-2.23.0 six-1.14.0 urllib3-1.24.2
WARNING: You are using pip version 19.2.3, however version 20.1 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.
-----> Running go build finalize
/tmp/buildpackdownloads/c011a0fe8e55069cdbeb0a3d00e21875 ~
~
Exit status 0
Uploading droplet, build artifacts cache...
Uploading droplet...
Uploading build artifacts cache...
Uploaded build artifacts cache (57.6M)
Uploaded droplet (59.9M)
Uploading complete
Cell 883bbd38-6bc5-4dca-a216-7f24c8afa166 stopping instance d9606cdb-c70e-48f9-a216-ed8c07947921
Cell 883bbd38-6bc5-4dca-a216-7f24c8afa166 destroying container for instance d9606cdb-c70e-48f9-a216-ed8c07947921
Waiting for app to start...
FAILED
Start unsuccessful
TIP: use 'cf logs churn_vone --recent' for more information
Finished: FAILED
EDIT: I must mention that on my local machine, it took quite some time to load. Is that why it's being rejected from being deployed because it takes too much time?
EDIT 2: So I installed IBM CLI, changed the timeout to 180 in manifest.yml and tried to push my app through there. After checking the error logs I realised I had forgotten to write numpy in requirements.txt. After correcting it, I pushed it again and this time I am faced with another error.
This is how my logs looked towards the end:
Running setup.py install for pandas: finished with status 'done'
Successfully installed Flask-1.1.2 Jinja2-2.11.2 MarkupSafe-1.1.1 Werkzeug-1.0.1 certifi-2020.4.5.1 chardet-3.0.4 click-7.1.2 cloudant-2.4.0 docutils-0.15.2 ibm-cos-sdk-2.3.2 ibm-cos-sdk-core-2.6.2 ibm-cos-sdk-s3transfer-2.6.2 idna-2.9 itsdangerous-1.1.0 jmespath-0.9.5 joblib-0.14.1 numpy-1.14.3 pandas-0.23.0 python-dateutil-2.8.1 pytz-2020.1 requests-2.23.0 scikit-learn-0.22.2 scipy-1.4.1 six-1.14.0 urllib3-1.22
WARNING: You are using pip version 19.2.3, however version 20.1 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.
-----> Running go build finalize
/tmp/buildpackdownloads/c011a0fe8e55069cdbeb0a3d00e21875 ~
~
Error staging application myChurnAppByAmlan: timed out after 15 minute(s)
FAILED
I used ibmcloud cf logs myChurnAppByAmlan --recent for more info as directed and the following logs popped up:
Invoking 'cf logs myChurnAppByAmlan --recent'...
Retrieving logs for app myChurnAppByAmlan in org smishrav2@gmail.com / space dev as smishrav2@gmail.com...
2020-05-04T14:21:29.25+0530 [STG/0] OUT Running setup.py install for pandas: still running...
2020-05-04T14:22:35.59+0530 [STG/0] OUT Running setup.py install for pandas: still running...
2020-05-04T14:23:38.42+0530 [STG/0] OUT Running setup.py install for pandas: still running...
2020-05-04T14:23:53.99+0530 [STG/0] OUT Running setup.py install for pandas: finished with status 'done'
2020-05-04T14:24:01.69+0530 [STG/0] OUT Successfully installed Flask-1.1.2 Jinja2-2.11.2 MarkupSafe-1.1.1 Werkzeug-1.0.1 certifi-2020.4.5.1 chardet-3.0.4 click-7.1.2 cloudant-2.4.0 docutils-0.15.2 ibm-cos-sdk-2.3.2 ibm-cos-sdk-core-2.6.2 ibm-cos-sdk-s3transfer-2.6.2 idna-2.9 itsdangerous-1.1.0 jmespath-0.9.5 joblib-0.14.1 numpy-1.14.3 pandas-0.23.0 python-dateutil-2.8.1 pytz-2020.1 requests-2.23.0 scikit-learn-0.22.2 scipy-1.4.1 six-1.14.0 urllib3-1.22
2020-05-04T14:24:02.19+0530 [STG/0] ERR WARNING: You are using pip version 19.2.3, however version 20.1 is available.
2020-05-04T14:24:02.19+0530 [STG/0] ERR You should consider upgrading via the 'pip install --upgrade pip' command.
2020-05-04T14:24:02.42+0530 [STG/0] OUT -----> Running go build finalize
2020-05-04T14:24:02.42+0530 [STG/0] OUT /tmp/buildpackdownloads/c011a0fe8e55069cdbeb0a3d00e21875 ~
2020-05-04T14:24:04.24+0530 [STG/0] OUT ~
2020-05-04T14:24:28.33+0530 [STG/0] OUT Exit status 143
2020-05-04T14:24:28.47+0530 [STG/0] OUT Cell c8dbca73-4ffc-4bde-8362-0fe98e683c38 stopping instance 0f089d13-1dc2-4cca-8a0d-91eaf01307af
2020-05-04T14:24:28.47+0530 [STG/0] OUT Cell c8dbca73-4ffc-4bde-8362-0fe98e683c38 destroying container for instance 0f089d13-1dc2-4cca-8a0d-91eaf01307af
2020-05-04T14:24:28.68+0530 [API/11] ERR Failed to stage build: staging failed
2020-05-04T14:24:31.85+0530 [STG/0] OUT Cell c8dbca73-4ffc-4bde-8362-0fe98e683c38 successfully destroyed container for instance 0f089d13-1dc2-4cca-8a0d-91eaf01307af
What is going wrong?
EDIT 3: As suggested, I removed the buildpack from my manifest.yml and I'm getting an unsuccessful start message, just like at the very beginning. Here are the detailed error logs:
Invoking 'cf logs churn_predictor --recent'...
Retrieving logs for app churn_predictor in org smishrav2@gmail.com / space dev as smishrav2@gmail.com...
2020-05-04T17:26:02.81+0530 [STG/0] OUT Running setup.py install for pandas: still running...
2020-05-04T17:27:16.85+0530 [STG/0] OUT Running setup.py install for pandas: still running...
2020-05-04T17:28:27.87+0530 [STG/0] OUT Running setup.py install for pandas: still running...
2020-05-04T17:29:44.22+0530 [STG/0] OUT Running setup.py install for pandas: still running...
2020-05-04T17:30:49.48+0530 [STG/0] OUT Running setup.py install for pandas: still running...
2020-05-04T17:31:40.76+0530 [STG/0] OUT Running setup.py install for pandas: finished with status 'done'
2020-05-04T17:31:46.13+0530 [STG/0] OUT Successfully installed Flask-1.1.2 Jinja2-2.11.2 MarkupSafe-1.1.1 Werkzeug-1.0.1 certifi-2020.4.5.1 chardet-3.0.4 click-7.1.2 docutils-0.15.2 ibm-cos-sdk-2.3.2 ibm-cos-sdk-core-2.6.2 ibm-cos-sdk-s3transfer-2.6.2 idna-2.9 itsdangerous-1.1.0 jmespath-0.9.5 joblib-0.14.1 numpy-1.14.3 pandas-0.23.0 python-dateutil-2.8.1 pytz-2020.1 requests-2.23.0 scikit-learn-0.22.2 scipy-1.4.1 six-1.14.0 urllib3-1.22
2020-05-04T17:31:46.53+0530 [STG/0] ERR WARNING: You are using pip version 19.2.3, however version 20.1 is available.
2020-05-04T17:31:46.53+0530 [STG/0] ERR You should consider upgrading via the 'pip install --upgrade pip' command.
2020-05-04T17:32:13.02+0530 [STG/0] OUT Exit status 0
2020-05-04T17:32:13.02+0530 [STG/0] OUT Uploading droplet, build artifacts cache...
2020-05-04T17:32:13.02+0530 [STG/0] OUT Uploading build artifacts cache...
2020-05-04T17:32:13.02+0530 [STG/0] OUT Uploading droplet...
2020-05-04T17:32:14.96+0530 [STG/0] OUT Uploaded build artifacts cache (102.7M)
2020-05-04T17:32:15.63+0530 [API/14] OUT Creating droplet for app with guid 13384155-a2c9-43f0-9fea-c8ced0f076a3
2020-05-04T17:32:25.28+0530 [STG/0] OUT Uploaded droplet (131.3M)
2020-05-04T17:32:25.30+0530 [STG/0] OUT Uploading complete
2020-05-04T17:32:25.47+0530 [STG/0] OUT Cell 5eb24020-0906-4687-bead-828b98f0c9a9 stopping instance dea296d3-1e11-4670-842f-b3a4c2661643
2020-05-04T17:32:25.47+0530 [STG/0] OUT Cell 5eb24020-0906-4687-bead-828b98f0c9a9 destroying container for instance dea296d3-1e11-4670-842f-b3a4c2661643
2020-05-04T17:32:25.98+0530 [STG/0] OUT Cell 5eb24020-0906-4687-bead-828b98f0c9a9 successfully destroyed container for instance dea296d3-1e11-4670-842f-b3a4c2661643
2020-05-04T17:32:26.47+0530 [CELL/0] OUT Cell 34bac618-1a02-446d-9f26-8d5c9544f0ea creating container for instance 525fbaaa-0a49-421e-5070-0094
2020-05-04T17:32:28.45+0530 [CELL/0] OUT Cell 34bac618-1a02-446d-9f26-8d5c9544f0ea successfully created container for instance 525fbaaa-0a49-421e-5070-0094
2020-05-04T17:32:30.08+0530 [CELL/0] OUT Downloading droplet...
2020-05-04T17:32:43.50+0530 [CELL/0] OUT Downloaded droplet (131.3M)
2020-05-04T17:32:43.50+0530 [CELL/0] OUT Starting health monitoring of container
2020-05-04T17:32:49.53+0530 [APP/PROC/WEB/0] OUT Exit status 137 (out of memory)
2020-05-04T17:32:49.54+0530 [CELL/SSHD/0] OUT Exit status 0
2020-05-04T17:32:50.05+0530 [PROXY/0] OUT Exit status 137 (out of memory)
2020-05-04T17:32:55.28+0530 [CELL/0] OUT Cell 34bac618-1a02-446d-9f26-8d5c9544f0ea stopping instance 525fbaaa-0a49-421e-5070-0094
2020-05-04T17:32:55.28+0530 [CELL/0] OUT Cell 34bac618-1a02-446d-9f26-8d5c9544f0ea destroying container for instance 525fbaaa-0a49-421e-5070-0094
2020-05-04T17:32:55.31+0530 [API/22] OUT Process has crashed with type: "web"
2020-05-04T17:32:55.34+0530 [API/22] OUT App instance exited with guid 13384155-a2c9-43f0-9fea-c8ced0f076a3 payload: {"instance"=>"525fbaaa-0a49-421e-5070-0094", "index"=>0, "cell_id"=>"34bac618-1a02-446d-9f26-8d5c9544f0ea", "reason"=>"CRASHED", "exit_description"=>"APP/PROC/WEB: Exited with status 137 (out of memory)", "crash_count"=>1, "crash_timestamp"=>1588593775268955462, "version"=>"8227e143-287b-40f8-9696-f2b31a0b9df8"}
2020-05-04T17:32:55.43+0530 [CELL/0] OUT Cell f9fb4414-e768-44e9-8917-ad07c818591f creating container for instance 80de3800-7623-4bcc-5862-2170
2020-05-04T17:32:57.91+0530 [CELL/0] OUT Cell 34bac618-1a02-446d-9f26-8d5c9544f0ea successfully destroyed container for instance 525fbaaa-0a49-421e-5070-0094
2020-05-04T17:32:58.40+0530 [CELL/0] OUT Cell f9fb4414-e768-44e9-8917-ad07c818591f successfully created container for instance 80de3800-7623-4bcc-5862-2170
2020-05-04T17:32:58.91+0530 [CELL/0] OUT Downloading droplet...
2020-05-04T17:33:10.22+0530 [CELL/0] OUT Downloaded droplet (131.3M)
2020-05-04T17:33:10.22+0530 [CELL/0] OUT Starting health monitoring of container
2020-05-04T17:33:16.26+0530 [APP/PROC/WEB/0] OUT Exit status 1 (out of memory)
2020-05-04T17:33:16.27+0530 [CELL/SSHD/0] OUT Exit status 0
2020-05-04T17:33:16.56+0530 [PROXY/0] OUT Exit status 137 (out of memory)
2020-05-04T17:33:22.14+0530 [CELL/0] OUT Cell f9fb4414-e768-44e9-8917-ad07c818591f stopping instance 80de3800-7623-4bcc-5862-2170
2020-05-04T17:33:22.14+0530 [CELL/0] OUT Cell f9fb4414-e768-44e9-8917-ad07c818591f destroying container for instance 80de3800-7623-4bcc-5862-2170
2020-05-04T17:33:22.16+0530 [API/13] OUT Process has crashed with type: "web"
2020-05-04T17:33:22.20+0530 [API/13] OUT App instance exited with guid 13384155-a2c9-43f0-9fea-c8ced0f076a3 payload: {"instance"=>"80de3800-7623-4bcc-5862-2170", "index"=>0, "cell_id"=>"f9fb4414-e768-44e9-8917-ad07c818591f", "reason"=>"CRASHED", "exit_description"=>"PROXY: Exited with status 137 (out of memory); APP/PROC/WEB: Exited with status 1 (out of memory)", "crash_count"=>2, "crash_timestamp"=>1588593802118600216, "version"=>"8227e143-287b-40f8-9696-f2b31a0b9df8"}
2020-05-04T17:33:22.42+0530 [CELL/0] OUT Cell 34bac618-1a02-446d-9f26-8d5c9544f0ea creating container for instance 06d96ed7-fef8-4452-645b-2299
2020-05-04T17:33:24.07+0530 [CELL/0] OUT Cell f9fb4414-e768-44e9-8917-ad07c818591f successfully destroyed container for instance 80de3800-7623-4bcc-5862-2170
2020-05-04T17:33:24.08+0530 [CELL/0] OUT Cell 34bac618-1a02-446d-9f26-8d5c9544f0ea successfully created container for instance 06d96ed7-fef8-4452-645b-2299
2020-05-04T17:33:24.41+0530 [CELL/0] OUT Downloading droplet...
2020-05-04T17:33:28.53+0530 [CELL/0] OUT Downloaded droplet
2020-05-04T17:33:28.53+0530 [CELL/0] OUT Starting health monitoring of container
2020-05-04T17:33:35.73+0530 [PROXY/0] OUT Exit status 137 (out of memory)
2020-05-04T17:33:35.79+0530 [CELL/SSHD/0] OUT Exit status 0
2020-05-04T17:33:35.94+0530 [APP/PROC/WEB/0] OUT Exit status 143 (out of memory)
2020-05-04T17:33:41.97+0530 [CELL/0] OUT Cell 34bac618-1a02-446d-9f26-8d5c9544f0ea stopping instance 06d96ed7-fef8-4452-645b-2299
2020-05-04T17:33:41.97+0530 [CELL/0] OUT Cell 34bac618-1a02-446d-9f26-8d5c9544f0ea destroying container for instance 06d96ed7-fef8-4452-645b-2299
2020-05-04T17:33:42.03+0530 [API/16] OUT Process has crashed with type: "web"
2020-05-04T17:33:42.08+0530 [API/16] OUT App instance exited with guid 13384155-a2c9-43f0-9fea-c8ced0f076a3 payload: {"instance"=>"06d96ed7-fef8-4452-645b-2299", "index"=>0, "cell_id"=>"34bac618-1a02-446d-9f26-8d5c9544f0ea", "reason"=>"CRASHED", "exit_description"=>"PROXY: Exited with status 137 (out of memory)", "crash_count"=>3, "crash_timestamp"=>1588593821973690477, "version"=>"8227e143-287b-40f8-9696-f2b31a0b9df8"}
2020-05-04T17:33:43.94+0530 [CELL/0] OUT Cell 34bac618-1a02-446d-9f26-8d5c9544f0ea successfully destroyed container for instance 06d96ed7-fef8-4452-645b-2299
2020-05-04T17:34:36.93+0530 [CELL/0] OUT Cell 4305ad80-962a-43de-b384-a7f5708877e4 creating container for instance 35bee15f-518e-4ecf-5634-18d3
2020-05-04T17:34:38.39+0530 [CELL/0] OUT Cell 4305ad80-962a-43de-b384-a7f5708877e4 successfully created container for instance 35bee15f-518e-4ecf-5634-18d3
2020-05-04T17:34:38.54+0530 [CELL/0] OUT Downloading droplet...
2020-05-04T17:34:49.14+0530 [CELL/0] OUT Downloaded droplet (131.3M)
2020-05-04T17:34:49.14+0530 [CELL/0] OUT Starting health monitoring of container
2020-05-04T17:34:54.17+0530 [PROXY/0] OUT Exit status 137 (out of memory)
2020-05-04T17:34:54.22+0530 [CELL/SSHD/0] OUT Exit status 0
2020-05-04T17:34:54.29+0530 [APP/PROC/WEB/0] OUT Exit status 143 (out of memory)
2020-05-04T17:34:59.62+0530 [CELL/0] OUT Cell 4305ad80-962a-43de-b384-a7f5708877e4 stopping instance 35bee15f-518e-4ecf-5634-18d3
2020-05-04T17:34:59.62+0530 [CELL/0] OUT Cell 4305ad80-962a-43de-b384-a7f5708877e4 destroying container for instance 35bee15f-518e-4ecf-5634-18d3
2020-05-04T17:34:59.65+0530 [API/5] OUT Process has crashed with type: "web"
2020-05-04T17:34:59.68+0530 [API/5] OUT App instance exited with guid 13384155-a2c9-43f0-9fea-c8ced0f076a3 payload: {"instance"=>"35bee15f-518e-4ecf-5634-18d3", "index"=>0, "cell_id"=>"4305ad80-962a-43de-b384-a7f5708877e4", "reason"=>"CRASHED", "exit_description"=>"PROXY: Exited with status 137 (out of memory)", "crash_count"=>4, "crash_timestamp"=>1588593899623282020, "version"=>"8227e143-287b-40f8-9696-f2b31a0b9df8"}
2020-05-04T17:35:01.17+0530 [CELL/0] OUT Cell 4305ad80-962a-43de-b384-a7f5708877e4 successfully destroyed container for instance 35bee15f-518e-4ecf-5634-18d3
回答1:
If your app takes a long time to start, you may want to consider setting timeout in your manifest.yml.
Also note that VCAP_APP_PORT is deprecated and you should use PORT.
Try using python instead of python3 in your Procfile. And try to add a runtime.txt file like https://github.com/IBM-Cloud/cloud-sql-database/blob/master/runtime.txt
来源：https://stackoverflow.com/questions/61585764/flask-app-doesnt-start-successfully-after-deploying-on-ibm-toolchain