Redeploying Fed Learning MS

src/participation-hub/federated-learning-microservice/app/configs/swagger_local.yml

 swagger: "2.0"
 info:
-  title: Business Logic microservice
+  title: Federated Learning Microservice
   description: This is the documentation for the business logic microservice.
   version: "1.0.0"
 

src/participation-hub/federated-learning-microservice/app/main.py

@@ -35,4 +35,4 @@ else:
 
 # start app
 if __name__ == '__main__':
-    app.run(host='0.0.0.0', port=5000, debug=False)#, ssl_context=context) #<-- IF running locally comment ss_context
+    app.run(host='0.0.0.0', port=5000, debug=False, ssl_context=context) #<-- IF running locally comment ss_context

src/participation-hub/federated-learning-microservice/app/routes/owners.py

@@ -9,7 +9,7 @@ import network_constants
 
 def last(use_case: str):    
     #FORWARD TO GPU SERVER WITH IP AND POR
-    url = f'https://{network_constants.FEDERATED_TRAINING_HOSTNAME}:{network_constants.FEDERATED_TRAINING_REST_PORT}/api/Owners/use_case/{use_case}/last_train:'
+    url = f'http://{network_constants.FEDERATED_TRAINING_HOSTNAME}:{network_constants.FEDERATED_TRAINING_REST_PORT}/api/Owners/use_case/{use_case}/last_train:'
     response = requests.get(
             url,
             verify = False, 
@@ -24,7 +24,7 @@ def upload_and_train(use_case: str):
     #TODO FORWARD FILES, for some reason  the files are received in this microservice (Federated-LEARNING), but after forwarding they are empty in Federated-TRAINING
     file_dict = request.files
     
-    url = f'https://{network_constants.FEDERATED_TRAINING_HOSTNAME}:{network_constants.FEDERATED_TRAINING_REST_PORT}/api/Owners/use_cases/{use_case}/upload_and_train:'
+    url = f'http://{network_constants.FEDERATED_TRAINING_HOSTNAME}:{network_constants.FEDERATED_TRAINING_REST_PORT}/api/Owners/use_cases/{use_case}/upload_and_train:'
     response = requests.post(
             url,
             verify = False, 

src/participation-hub/federated-learning-microservice/app/routes/users.py

@@ -9,7 +9,7 @@ import json
 def check_article(use_case: str,data_entry: str):
 
     #FORWARD TO GPU SERVER WITH IP AND PORT
-    url = f'https://{network_constants.FEDERATED_TRAINING_HOSTNAME}:{network_constants.FEDERATED_TRAINING_REST_PORT}/api/Users/use_case/{use_case}/data_entry/{data_entry}/check_article:'
+    url = f'http://{network_constants.FEDERATED_TRAINING_HOSTNAME}:{network_constants.FEDERATED_TRAINING_REST_PORT}/api/Users/use_case/{use_case}/data_entry/{data_entry}/check_article:'
     #url = "google.com"#API ENDPOINT WITH IP AND PORT OF GPU SERVER
     response = requests.get(
             url,

tools/federated-training/app/processing/text_processing/ledger.csv

@@ -17,3 +17,7 @@ Trainer_id,Model_id,Dataset_id,Accuracy,Loss
 3,1624889350,1624889350,0.5,nan
 3,1624890858,1624890858,0.75,nan
 3,1624891629,1624891629,0.75,nan
+3,1633515464,1633515464,0.75,nan
+3,1633518451,1633518451,0.25,nan
+4,1633525163,1633525163,0.75,nan
+4,1633528455,1633528455,0.5,nan

tools/federated-training/app/requirements.txt

@@ -21,6 +21,7 @@ jsonschema==3.2.0
 lazy-object-proxy==1.4.3
 MarkupSafe==1.1.1
 mccabe==0.6.1
+numpy==1.18.5
 openapi-spec-validator==0.2.9
 pandas==1.2.4
 prance==0.19.0
@@ -34,6 +35,7 @@ requests==2.24.0
 rope==0.17.0
 semver==2.10.2
 six==1.15.0
+sklearn==0.0
 swagger-ui-bundle==0.0.8
 tensorflow==2.3.0
 tensorflow-federated==0.17.0

tools/federated-training/app/requirements2.txt

+absl-py==0.9.0
+astroid==2.4.2
+astunparse==1.6.3
+attrs==19.3.0
+autopep8==1.5.4
+beautifulsoup4==4.9.3
+blinker==1.4
+brotlipy==0.7.0
+bs4==0.0.1
+cachetools==3.1.1
+certifi==2020.6.20
+cffi @ file:///tmp/build/80754af9/cffi_1598370769933/work
+chardet==3.0.4
+click==7.1.2
+clickclick==1.2.2
+colorama==0.4.3
+connexion==2.7.0
+coverage==5.3.1
+cryptography @ file:///tmp/build/80754af9/cryptography_1598892038851/work
+cycler==0.10.0
+dm-tree==0.1.6
+Flask==1.1.2
+gast==0.3.3
+google-auth @ file:///tmp/build/80754af9/google-auth_1598987460909/work
+google-auth-oauthlib==0.4.1
+google-pasta==0.2.0
+grpcio==1.29.0
+h5py @ file:///tmp/build/80754af9/h5py_1593454122442/work
+idna @ file:///tmp/build/80754af9/idna_1593446292537/work
+importlib-metadata @ file:///tmp/build/80754af9/importlib-metadata_1593446406207/work
+inflection==0.5.0
+isodate==0.6.0
+isort==4.3.21
+itsdangerous==1.1.0
+jedi==0.17.0
+Jinja2==2.11.2
+joblib==1.0.1
+jsonschema==3.2.0
+Keras==2.4.3
+Keras-Preprocessing==1.1.2
+kiwisolver==1.3.1
+lazy-object-proxy==1.4.3
+Markdown @ file:///tmp/build/80754af9/markdown_1597433240441/work
+MarkupSafe==1.1.1
+matplotlib==3.4.1
+mccabe==0.6.1
+mkl-fft==1.3.0
+mkl-random==1.2.2
+mkl-service==2.4.0
+mpmath==1.2.1
+nest-asyncio==1.5.1
+nltk==3.6.2
+numpy==1.18.5
+oauthlib==3.1.0
+olefile==0.46
+openapi-schema-validator==0.1.5
+openapi-spec-validator==0.2.9
+opt-einsum==3.1.0
+pandas==1.2.4
+pickleshare==0.7.5
+Pillow==8.3.2
+portpicker==1.3.1
+prance==0.19.0
+prompt-toolkit==3.0.20
+protobuf==3.12.4
+ptyprocess==0.7.0
+pyasn1==0.4.8
+pyasn1-modules==0.2.7
+pycodestyle==2.6.0
+pycparser==2.20
+Pygments==2.10.0
+PyJWT==1.7.1
+pylint==2.5.3
+pymongo==3.11.0
+pyOpenSSL==19.1.0
+pyparsing==2.4.7
+pyrsistent==0.16.0
+PySocks==1.7.1
+python-dateutil @ file:///home/ktietz/src/ci/python-dateutil_1611928101742/work
+pytz==2021.1
+PyYAML==5.3.1
+pyzmq==20.0.0
+regex==2021.4.4
+requests @ file:///tmp/build/80754af9/requests_1592841827918/work
+requests-oauthlib==1.3.0
+retrying==1.3.3
+rope==0.17.0
+rsa @ file:///tmp/build/80754af9/rsa_1596998415516/work
+scikit-learn==0.24.2
+scipy==1.4.1
+seaborn==0.11.1
+semantic-version==2.8.5
+semver==2.10.2
+six==1.15.0
+sklearn==0.0
+soupsieve==2.2.1
+swagger-ui-bundle==0.0.8
+tensorboard==2.4.1
+tensorboard-plugin-wit==1.6.0.post2
+tensorflow==2.3.0
+tensorflow-addons==0.11.2
+tensorflow-estimator==2.3.0
+tensorflow-federated==0.17.0
+tensorflow-model-optimization==0.4.1
+tensorflow-privacy==0.5.2
+termcolor==1.1.0
+threadpoolctl==2.1.0
+toml==0.10.1
+torch==1.6.0
+torchvision==0.7.0
+tornado==6.1
+tqdm==4.60.0
+traitlets==5.1.0
+typed-ast==1.4.1
+typeguard==2.12.0
+urllib3==1.21.1
+wcwidth==0.2.5
+Werkzeug==1.0.1
+wordcloud==1.8.1
+wrapt==1.12.1
+zipp==3.1.0

tools/federated-training/app/startup.py

-/home/itec/bogdan/Articonf/smart/tools/federated-training/app/venv/bin/python3 /home/itec/bogdan/Articonf/smart/tools/federated-training/app/print_test.py
+/home/itec/bogdan/Articonf/smart/tools/federated-training/app/venv/bin/python3 /home/itec/bogdan/Articonf/smart/tools/federated-training/app/main.py
\ No newline at end of file