Merge pull request #46 from teebid/master

[New Feature] Rest API implementation to showcase the OpenDBM features

rest_api/.gitignore

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+__pycache__
+app.db
+.pytest_cache

rest_api/LICENSE

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+MIT License
+
+Copyright (c) 2022 AiCure
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

rest_api/Makefile

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+dev:
+	cd app && uvicorn main:app --reload
+
+test:
+	pytest

rest_api/Makefile-poetry

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+dev:
+	cd app && poetry run uvicorn main:app --reload
+
+test:
+	poetry run pytest

rest_api/README.md

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+# OpenDBM REST API
+
+This project only purpose is to expose OpenDBM library functionalities to REST API.
+
+## Installation
+
+```bash
+pip install
+```
+
+For other OS installation other than linux, follow the openDBM installation method in the documentation
+
+## Makefile
+
+```bash
+make dev # run uvicorn with restart
+```
+
+## Usage
+
+1. Before using the openDBM api, you have to create credentials, and save it to app/config/db.py. Add your username and generate your hash password using method get_password_hash in app/services/auth/auth.py. Then you can save into db.py
+We already create user if you want to straight away testing. User: aicure Password: opendbm
+You can set the token expiration configuration in TOKEN_EXPIRE variable
+2. You can try to execute the API using swagger docs in http(s)://hostname/docs
+3. You can upload the raw file using /upload api, insert your file name and extension, and put value "local" into the platform parameter. You will get the response of the file path that you will use in other openDBM APIs
+4. In other openDBM APIs, for query string, put "local" to platform parameter, put the file path into file_url parameter.
+Lastly put the openDBM variables as JSON as your payload. See app/services/biomaker/biomaker.py or audio.py for the list of variables you can get

rest_api/app/__init__.py

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+__version__ = '0.1.0'
+__api_version__ = 'v1'

rest_api/app/config/database.py

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+from sqlalchemy import create_engine
+from sqlalchemy.ext.declarative import declarative_base
+from sqlalchemy.orm import sessionmaker
+
+SQLALCHEMY_DATABASE_URL = "sqlite:///./app.db"
+
+engine = create_engine(
+    SQLALCHEMY_DATABASE_URL,
+    connect_args={"check_same_thread": False},
+)
+SessionLocal = sessionmaker(
+    autocommit=False,
+    autoflush=False,
+    bind=engine,
+)
+
+Base = declarative_base()
+
+
+def get_db():
+    db = SessionLocal()
+    try:
+        yield db
+    finally:
+        db.close()
+
+
+def create_tables():
+    Base.metadata.create_all(bind=engine)

rest_api/app/config/db.py

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+def get_db():
+    fake_users_db = {
+        "aicure": {
+            "username": "aicure",
+            "full_name": "AiCure OpenDBM",
+            "email": "opendbm@aicure.com",
+            "hashed_password": "$2b$12$k4R5SPuHkjFKBsQV5gAHl.e/BlxrX2z1H3vxiB9uGtaDZLFXjggCm",
+            "disabled": False,
+        },
+        "alice": {
+            "username": "alice",
+            "full_name": "Alice Wonderson",
+            "email": "alice@aicure.com",
+            "hashed_password": "fakehashedsecret2",
+            "disabled": True,
+        },
+    }
+    return fake_users_db

rest_api/app/files/test.csv

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+id,name
+1,Johannes

rest_api/app/main.py

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+import uvicorn
+from utils.app_exceptions import AppExceptionCase
+from fastapi import FastAPI
+from routers import router
+from config.database import create_tables
+
+from fastapi.exceptions import RequestValidationError
+from starlette.exceptions import HTTPException as StarletteHTTPException
+
+from utils.request_exceptions import (
+    http_exception_handler,
+    request_validation_exception_handler,
+)
+from utils.app_exceptions import app_exception_handler
+
+create_tables()
+
+
+app = FastAPI()
+
+
+@app.exception_handler(StarletteHTTPException)
+async def custom_http_exception_handler(request, e):
+    return await http_exception_handler(request, e)
+
+
+@app.exception_handler(RequestValidationError)
+async def custom_validation_exception_handler(request, e):
+    return await request_validation_exception_handler(request, e)
+
+
+@app.exception_handler(AppExceptionCase)
+async def custom_app_exception_handler(request, e):
+    return await app_exception_handler(request, e)
+
+app.include_router(router.auth_router)
+app.include_router(router.router)
+
+
+@app.get("/")
+async def root():
+    return {"message": "Hello World"}
+
+if __name__ == "__main__":
+    uvicorn.run(app, host="0.0.0.0", port=8000)

rest_api/app/routers/router.py

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+from config.database import get_db
+from fastapi import APIRouter, Depends, File, UploadFile
+from fastapi.responses import FileResponse
+from fastapi.security import OAuth2PasswordRequestForm
+from schemas.biomaker_request import BiomakerRequest
+from schemas.file_properties import FileProperties
+from schemas.token import Token
+from services.auth.auth import get_current_active_user, login
+from services.biomaker.biomaker import BiomakerService
+from services.file.file import get_file_service
+from services.file.i_file import FileService
+from utils.service_result import handle_result
+
+db = get_db()
+api_version = "v1"
+
+auth_router = APIRouter(
+    prefix="/odbm/" + api_version,
+    tags=["Open DBM Authentication"],
+    responses={404: {"description": "Not found"}},
+)
+
+router = APIRouter(
+    prefix="/odbm/" + api_version,
+    tags=["Open DBM APIs"],
+    dependencies=[Depends(get_current_active_user)],
+    responses={404: {"description": "Not found"}},
+)
+
+
+@auth_router.post("/login", response_model=Token)
+async def auth_login(form_data: OAuth2PasswordRequestForm = Depends()):
+    result = login(form_data)
+    return result
+
+
+@router.post("/upload")
+async def upload(
+    file_properties: FileProperties = Depends(), file: UploadFile = File(...)
+):
+    file_service: FileService = get_file_service(file_properties.platform)
+    result = file_service.upload(file_properties, file)
+    return result
+
+
+@router.post("/video/facial")
+async def video_facial(biomaker_request: BiomakerRequest = Depends()):
+    result, file_name = BiomakerService().process("facial", biomaker_request)
+    return FileResponse(path=result, filename=f"{file_name}.zip")
+
+
+@router.post("/video/acoustic")
+async def video_acoustic(biomaker_request: BiomakerRequest = Depends()):
+    result, file_name = BiomakerService().process("acoustic", biomaker_request)
+    return FileResponse(path=result, filename=f"{file_name}.zip")
+
+
+@router.post("/video/movement")
+async def video_movement(biomaker_request: BiomakerRequest = Depends()):
+    result, file_name = BiomakerService().process("movement", biomaker_request)
+    return FileResponse(path=result, filename=f"{file_name}.zip")
+
+
+@router.post("/video/speech")
+async def video_speech(biomaker_request: BiomakerRequest = Depends()):
+    result, file_name = BiomakerService().process("speech", biomaker_request)
+    return FileResponse(path=result, filename=f"{file_name}.zip")
+
+
+@router.post("/audio/acoustic")
+async def audio_acoustic(biomaker_request: BiomakerRequest = Depends()):
+    result, file_name = BiomakerService().process("acoustic", biomaker_request)
+    return FileResponse(path=result, filename=f"{file_name}.zip")
+
+
+@router.post("/audio/speech")
+async def audio_speech(biomaker_request: BiomakerRequest = Depends()):
+    result, file_name = BiomakerService().process("speech", biomaker_request)
+    return FileResponse(path=result, filename=f"{file_name}.zip")

rest_api/app/schemas/biomaker_request.py

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+from pydantic import BaseModel
+
+class BiomakerRequest(BaseModel):
+    file_url: str
+    platform: str
+    variables: list = []

rest_api/app/schemas/file_properties.py

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+from pydantic import BaseModel
+
+class FileProperties(BaseModel):
+    file_name: str = None
+    file_extension: str = None
+    platform: str = ''
+

rest_api/app/schemas/token.py

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+from pydantic import BaseModel
+from typing import Union
+
+class Token(BaseModel):
+    access_token: str
+    token_type: str
+
+class TokenData(BaseModel):
+    username: Union[str, None] = None

rest_api/app/schemas/user.py

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+from pydantic import BaseModel
+from typing import Union
+
+class User(BaseModel):
+    username: str
+    email: Union[str, None] = None
+    full_name: Union[str, None] = None
+    disabled: Union[bool, None] = None
+
+class UserInDB(User):
+    hashed_password: str

rest_api/app/services/auth/auth.py

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+from datetime import datetime, timedelta
+from schemas.user import User, UserInDB
+from schemas.token import Token, TokenData
+from services.main import OpenDBMSessionContext
+from config.db import get_db
+from fastapi.security import OAuth2PasswordBearer, OAuth2PasswordRequestForm
+from fastapi import Depends, HTTPException, status
+from passlib.context import CryptContext
+from jose import JWTError, jwt
+from typing import Union
+import os
+from dotenv import load_dotenv
+
+load_dotenv()
+
+
+oauth2_scheme = OAuth2PasswordBearer(tokenUrl="odbm/v1/login")
+SECRET_KEY = os.getenv('JWT_SECRET', 'DUMMY_SECRET')
+ALGORITHM = "HS256"
+ACCESS_TOKEN_EXPIRE_MINUTES = int(os.getenv('TOKEN_EXPIRE', 30))
+
+pwd_context = CryptContext(schemes=["bcrypt"], deprecated="auto")
+db = get_db()
+
+def get_user(username: str):
+    if username in db:
+        user_dict = db[username]
+        return UserInDB(**user_dict)
+
+def verify_password(plain_password, hashed_password):
+    return pwd_context.verify(plain_password, hashed_password)
+
+
+def get_password_hash(password):
+    return pwd_context.hash(password)
+
+def authenticate_user(username: str, password: str):
+    user = get_user(username)
+    if not user:
+        return False
+    if not verify_password(password, user.hashed_password):
+        return False
+    return user
+
+def create_access_token(data: dict, expires_delta: Union[timedelta, None] = None):
+    to_encode = data.copy()
+    if expires_delta:
+        expire = datetime.utcnow() + expires_delta
+    else:
+        expire = datetime.utcnow() + timedelta(minutes=15)
+    to_encode.update({"exp": expire})
+    encoded_jwt = jwt.encode(to_encode, SECRET_KEY, algorithm=ALGORITHM)
+    return encoded_jwt
+
+async def get_current_user(token: str = Depends(oauth2_scheme)):
+    credentials_exception = HTTPException(
+        status_code=status.HTTP_401_UNAUTHORIZED,
+        detail="Could not validate credentials",
+        headers={"WWW-Authenticate": "Bearer"},
+    )
+    try:
+        payload = jwt.decode(token, SECRET_KEY, algorithms=[ALGORITHM])
+        username: str = payload.get("sub")
+        if username is None:
+            raise credentials_exception
+        token_data = TokenData(username=username)
+    except JWTError:
+        raise credentials_exception
+    user = get_user(username=token_data.username)
+    if user is None:
+        raise credentials_exception
+    return user
+
+async def get_current_active_user(current_user: User = Depends(get_current_user)):
+    if current_user.disabled:
+        raise HTTPException(status_code=400, detail="Inactive user")
+    return current_user
+
+def login(form_data: OAuth2PasswordRequestForm):
+    hashed_pwd = get_password_hash(form_data.password)
+    user = authenticate_user(form_data.username, form_data.password)
+    if not user:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail="Incorrect username or password",
+            headers={"WWW-Authenticate": "Bearer"},
+        )
+    access_token_expires = timedelta(minutes=ACCESS_TOKEN_EXPIRE_MINUTES)
+    access_token = create_access_token(
+        data={"sub": user.username}, expires_delta=access_token_expires
+    )
+    token = Token(access_token=access_token, token_type="bearer")
+    return token
+

rest_api/app/services/biomaker/biomaker.py

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+import os
+from ast import For
+from zipfile import ZipFile
+
+from schemas.biomaker_request import BiomakerRequest
+
+from opendbm import FacialActivity, Movement, Speech, VerbalAcoustics
+
+
+class BiomakerService:
+    def process(self, group: str, biomaker_request: BiomakerRequest):
+        if group == "facial":
+            return self.process_facial(group, biomaker_request)
+        elif group == "acoustic":
+            return self.process_acoustic(group, biomaker_request)
+        elif group == "movement":
+            return self.process_movement(group, biomaker_request)
+        elif group == "speech":
+            return self.process_speech(group, biomaker_request)
+        pass
+
+    def process_facial(self, group, biomaker_request: BiomakerRequest):
+        m = FacialActivity()
+        curWorkingDir = os.getcwd()
+        methodName = "process_facial"
+        testfile = f"{curWorkingDir}/{biomaker_request.file_url}"
+        if os.path.isfile(testfile):
+            print("File exist")
+        else:
+            print("File not exist")
+        m.fit(testfile)
+        zip_filename = f"{curWorkingDir}/files/${methodName}"
+        zipObj = ZipFile(zip_filename, "w")
+        for var in biomaker_request.variables:
+            if var == "landmark":
+                lmk = m.get_landmark()
+                lmk.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+            if var == "asymmetry":
+                asym = m.get_asymmetry()
+                asym.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+            if var == "expressivity":
+                expr = m.get_expressivity()
+                expr.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+            if var == "action_unit":
+                au = m.get_action_unit()
+                au.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+        zipObj.close()
+        return zip_filename, methodName
+
+    def process_acoustic(self, group, biomaker_request: BiomakerRequest):
+        m = VerbalAcoustics()
+        curWorkingDir = os.getcwd()
+        methodName = "process_acoustic"
+        testfile = f"{curWorkingDir}/{biomaker_request.file_url}"
+        m.fit(testfile)
+        zip_filename = f"{curWorkingDir}/files/${methodName}"
+        zipObj = ZipFile(zip_filename, "w")
+        for var in biomaker_request.variables:
+            if var == "audio_intensity":
+                au = m.get_audio_intensity()
+                au.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+            if var == "pitch_frequency":
+                vp = m.get_pitch_frequency()
+                vp.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+            if var == "formant_frequency":
+                ff = m.get_formant_frequency()
+                ff.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+            if var == "harmonic_noise":
+                hn = m.get_harmonic_noise()
+                hn.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+        zipObj.close()
+        return zip_filename, methodName
+
+    def process_movement(self, group, biomaker_request: BiomakerRequest):
+        m = Movement()
+        curWorkingDir = os.getcwd()
+        methodName = "process_movement"
+        testfile = f"{curWorkingDir}/{biomaker_request.file_url}"
+        m.fit(testfile)
+        zip_filename = f"{curWorkingDir}/files/${methodName}"
+        zipObj = ZipFile(zip_filename, "w")
+
+        for var in biomaker_request.variables:
+            if var == "head_movement":
+                lmk = m.get_head_movement()
+                lmk.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+            if var == "eye_blink":
+                asym = m.get_eye_blink()
+                asym.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+            if var == "facial_tremor":
+                au = m.get_facial_tremor()
+                au.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+            if var == "vocal_tremor":
+                au = m.get_vocal_tremor()
+                au.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+
+        return zip_filename, methodName
+
+    def process_speech(self, group, biomaker_request: BiomakerRequest):
+        m = Speech()
+        curWorkingDir = os.getcwd()
+        methodName = "process_speech"
+        testfile = f"{curWorkingDir}/{biomaker_request.file_url}"
+        m.fit(testfile)
+        zip_filename = f"{curWorkingDir}/files/${methodName}"
+        zipObj = ZipFile(zip_filename, "w")
+        for var in biomaker_request.variables:
+            if var == "speech_features":
+                sf = m.get_speech_features()
+                sf.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+            if var == "transcribe":
+                tr = m.get_transcribe()
+                tr.to_dataframe().to_csv(var + ".csv", index=False)
+                zipObj.write(var + ".csv")
+        zipObj.close()
+        return zip_filename, methodName

rest_api/app/services/file/file.py

@@ -0,0 +1,53 @@
+import os
+import shutil
+from fastapi import UploadFile
+import boto3
+
+from schemas.file_properties import FileProperties
+from services.file.i_file import FileService
+
+AWS_ACCESS_KEY = os.getenv('AWS_ACCESS_KEY', 'DUMMY_KEY')
+AWS_SECRET_KEY = os.getenv('AWS_SECRET_KEY', 'DUMMY_SECRET')
+S3_BUCKET_NAME = 'odbm-test'
+
+def get_file_service(platform:str) -> FileService:
+    if platform.lower() == 's3':
+        return S3FileService()
+    else:
+        return MemoryFileService()
+
+
+client = boto3.client(
+    's3',
+    aws_access_key_id=AWS_ACCESS_KEY,
+    aws_secret_access_key=AWS_SECRET_KEY
+)
+
+s3 = boto3.resource(
+    's3',
+    aws_access_key_id=AWS_ACCESS_KEY,
+    aws_secret_access_key=AWS_SECRET_KEY
+)
+
+class S3FileService(FileService):
+    def upload(self, file_properties: FileProperties, file: UploadFile):
+        print(AWS_ACCESS_KEY)
+        print(AWS_SECRET_KEY)
+        s3 = boto3.resource("s3")
+        bucket = s3.Bucket(S3_BUCKET_NAME)
+        bucket.upload_fileobj(file.file, file.filename, ExtraArgs={"ACL": "public-read"})
+        uploaded_file_url = f"https://{S3_BUCKET_NAME}.s3.amazonaws.com/{file.filename}"
+        return {"returnUrl": uploaded_file_url}
+
+    def download(file_properties: FileProperties):
+        pass
+
+class MemoryFileService(FileService):
+    def upload(self, file_properties: FileProperties, file: UploadFile):
+        file_location = f"files/{file.filename}"
+        with open(file_location, "wb+") as file_object:
+            shutil.copyfileobj(file.file, file_object)    
+        return {"info": f"file '{file.filename}' saved at '{file_location}'"}
+
+    def download(file_properties: FileProperties):
+        pass

rest_api/app/services/file/i_file.py

@@ -0,0 +1,13 @@
+from fastapi import UploadFile
+from abc import ABCMeta, abstractmethod
+from schemas.file_properties import FileProperties
+
+
+class FileService:
+    __metaclass__ = ABCMeta
+
+    @abstractmethod
+    def upload(file_properties: FileProperties, file: UploadFile): raise NotImplementedError
+
+    @abstractmethod
+    def download(file_properties: FileProperties): raise NotImplementedError

rest_api/app/services/main.py

@@ -0,0 +1,20 @@
+from sqlalchemy.orm import Session
+from config.db import get_db
+
+user_db = get_db()
+
+class DBSessionContext(object):
+    def __init__(self, db: Session):
+        self.db = db
+
+
+class AppService(DBSessionContext):
+    pass
+
+
+class AppCRUD(DBSessionContext):
+    pass
+
+class OpenDBMSessionContext(object):
+    def __init__(self):
+        self.db = user_db

rest_api/app/utils/app_exceptions.py

@@ -0,0 +1,51 @@
+from fastapi import Request
+from starlette.responses import JSONResponse
+
+
+class AppExceptionCase(Exception):
+    def __init__(self, status_code: int, context: dict):
+        self.exception_case = self.__class__.__name__
+        self.status_code = status_code
+        self.context = context
+
+    def __str__(self):
+        return (
+            f"<AppException {self.exception_case} - "
+            + f"status_code={self.status_code} - context={self.context}>"
+        )
+
+
+async def app_exception_handler(request: Request, exc: AppExceptionCase):
+    return JSONResponse(
+        status_code=exc.status_code,
+        content={
+            "app_exception": exc.exception_case,
+            "context": exc.context,
+        },
+    )
+
+
+class AppException(object):
+    class FooCreateItem(AppExceptionCase):
+        def __init__(self, context: dict = None):
+            """
+            Item creation failed
+            """
+            status_code = 500
+            AppExceptionCase.__init__(self, status_code, context)
+
+    class FooGetItem(AppExceptionCase):
+        def __init__(self, context: dict = None):
+            """
+            Item not found
+            """
+            status_code = 404
+            AppExceptionCase.__init__(self, status_code, context)
+
+    class FooItemRequiresAuth(AppExceptionCase):
+        def __init__(self, context: dict = None):
+            """
+            Item is not public and requires auth
+            """
+            status_code = 401
+            AppExceptionCase.__init__(self, status_code, context)

rest_api/app/utils/get_list_of_app_exceptions_for_frontend.py

@@ -0,0 +1,4 @@
+from utils.app_exceptions import AppException
+
+print([e for e in dir(AppException) if "__" not in e])
+# ['FooCreateItem', 'FooGetItem', 'FooItemRequiresAuth']

rest_api/app/utils/request_exceptions.py

@@ -0,0 +1,22 @@
+from fastapi.encoders import jsonable_encoder
+from fastapi.exceptions import RequestValidationError
+
+from starlette.exceptions import HTTPException
+from starlette.requests import Request
+from starlette.responses import JSONResponse
+from starlette.status import HTTP_422_UNPROCESSABLE_ENTITY
+
+
+async def http_exception_handler(
+    request: Request, exc: HTTPException
+) -> JSONResponse:
+    return JSONResponse({"detail": exc.detail}, status_code=exc.status_code)
+
+
+async def request_validation_exception_handler(
+    request: Request, exc: RequestValidationError
+) -> JSONResponse:
+    return JSONResponse(
+        status_code=HTTP_422_UNPROCESSABLE_ENTITY,
+        content={"detail": jsonable_encoder(exc.errors())},
+    )

rest_api/app/utils/service_result.py

@@ -0,0 +1,47 @@
+from loguru import logger
+import inspect
+
+from utils.app_exceptions import AppExceptionCase
+
+
+class ServiceResult(object):
+    def __init__(self, arg):
+        if isinstance(arg, AppExceptionCase):
+            self.success = False
+            self.exception_case = arg.exception_case
+            self.status_code = arg.status_code
+        else:
+            self.success = True
+            self.exception_case = None
+            self.status_code = None
+        self.value = arg
+
+    def __str__(self):
+        if self.success:
+            return "[Success]"
+        return f'[Exception] "{self.exception_case}"'
+
+    def __repr__(self):
+        if self.success:
+            return "<ServiceResult Success>"
+        return f"<ServiceResult AppException {self.exception_case}>"
+
+    def __enter__(self):
+        return self.value
+
+    def __exit__(self, *kwargs):
+        pass
+
+
+def caller_info() -> str:
+    info = inspect.getframeinfo(inspect.stack()[2][0])
+    return f"{info.filename}:{info.function}:{info.lineno}"
+
+
+def handle_result(result: ServiceResult):
+    if not result.success:
+        with result as exception:
+            logger.error(f"{exception} | caller={caller_info()}")
+            raise exception
+    with result as result:
+        return result

rest_api/poetry.lock

@@ -0,0 +1,951 @@
+[[package]]
+name = "aiofiles"
+version = "0.8.0"
+description = "File support for asyncio."
+category = "main"
+optional = false
+python-versions = ">=3.6,<4.0"
+
+[[package]]
+name = "appdirs"
+version = "1.4.4"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "atomicwrites"
+version = "1.4.1"
+description = "Atomic file writes."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "attrs"
+version = "22.1.0"
+description = "Classes Without Boilerplate"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[package.extras]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "cloudpickle"]
+
+[[package]]
+name = "bcrypt"
+version = "3.2.2"
+description = "Modern password hashing for your software and your servers"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+cffi = ">=1.1"
+
+[package.extras]
+tests = ["pytest (>=3.2.1,!=3.3.0)"]
+typecheck = ["mypy"]
+
+[[package]]
+name = "black"
+version = "20.8b1"
+description = "The uncompromising code formatter."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+appdirs = "*"
+click = ">=7.1.2"
+mypy-extensions = ">=0.4.3"
+pathspec = ">=0.6,<1"
+regex = ">=2020.1.8"
+toml = ">=0.10.1"
+typed-ast = ">=1.4.0"
+typing-extensions = ">=3.7.4"
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
+
+[[package]]
+name = "boto3"
+version = "1.24.46"
+description = "The AWS SDK for Python"
+category = "main"
+optional = false
+python-versions = ">= 3.7"
+
+[package.dependencies]
+botocore = ">=1.27.46,<1.28.0"
+jmespath = ">=0.7.1,<2.0.0"
+s3transfer = ">=0.6.0,<0.7.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
+
+[[package]]
+name = "botocore"
+version = "1.27.46"
+description = "Low-level, data-driven core of boto 3."
+category = "main"
+optional = false
+python-versions = ">= 3.7"
+
+[package.dependencies]
+jmespath = ">=0.7.1,<2.0.0"
+python-dateutil = ">=2.1,<3.0.0"
+urllib3 = ">=1.25.4,<1.27"
+
+[package.extras]
+crt = ["awscrt (==0.13.8)"]
+
+[[package]]
+name = "cffi"
+version = "1.15.1"
+description = "Foreign Function Interface for Python calling C code."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pycparser = "*"
+
+[[package]]
+name = "click"
+version = "8.1.3"
+description = "Composable command line interface toolkit"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+
+[[package]]
+name = "cmake"
+version = "3.24.0"
+description = "CMake is an open-source, cross-platform family of tools designed to build, test and package software"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+test = ["codecov (>=2.0.5)", "coverage (>=4.2)", "flake8 (>=3.0.4)", "path.py (>=11.5.0)", "pytest (>=3.0.3)", "pytest-cov (>=2.4.0)", "pytest-runner (>=2.9)", "pytest-virtualenv (>=1.7.0)", "scikit-build (>=0.10.0)", "setuptools (>=28.0.0)", "virtualenv (>=15.0.3)", "wheel"]
+
+[[package]]
+name = "colorama"
+version = "0.4.5"
+description = "Cross-platform colored terminal text."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "cryptography"
+version = "37.0.4"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+cffi = ">=1.12"
+
+[package.extras]
+docs = ["sphinx (>=1.6.5,!=1.8.0,!=3.1.0,!=3.1.1)", "sphinx-rtd-theme"]
+docstest = ["pyenchant (>=1.6.11)", "twine (>=1.12.0)", "sphinxcontrib-spelling (>=4.0.1)"]
+pep8test = ["black", "flake8", "flake8-import-order", "pep8-naming"]
+sdist = ["setuptools_rust (>=0.11.4)"]
+ssh = ["bcrypt (>=3.1.5)"]
+test = ["pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pretend", "iso8601", "pytz", "hypothesis (>=1.11.4,!=3.79.2)"]
+
+[[package]]
+name = "ecdsa"
+version = "0.18.0"
+description = "ECDSA cryptographic signature library (pure python)"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[package.dependencies]
+six = ">=1.9.0"
+
+[package.extras]
+gmpy = ["gmpy"]
+gmpy2 = ["gmpy2"]
+
+[[package]]
+name = "fastapi"
+version = "0.62.0"
+description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+pydantic = ">=1.0.0,<2.0.0"
+starlette = "0.13.6"
+
+[package.extras]
+all = ["requests (>=2.24.0,<3.0.0)", "aiofiles (>=0.5.0,<0.6.0)", "jinja2 (>=2.11.2,<3.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "itsdangerous (>=1.1.0,<2.0.0)", "pyyaml (>=5.3.1,<6.0.0)", "graphene (>=2.1.8,<3.0.0)", "ujson (>=3.0.0,<4.0.0)", "orjson (>=3.2.1,<4.0.0)", "email_validator (>=1.1.1,<2.0.0)", "uvicorn (>=0.11.5,<0.12.0)", "async_exit_stack (>=1.0.1,<2.0.0)", "async_generator (>=1.10,<2.0.0)"]
+dev = ["python-jose[cryptography] (>=3.1.0,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "uvicorn (>=0.11.5,<0.12.0)", "graphene (>=2.1.8,<3.0.0)"]
+doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=6.1.4,<7.0.0)", "markdown-include (>=0.5.1,<0.6.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.2.0)", "typer (>=0.3.0,<0.4.0)", "typer-cli (>=0.0.9,<0.0.10)", "pyyaml (>=5.3.1,<6.0.0)"]
+test = ["pytest (==5.4.3)", "pytest-cov (==2.10.0)", "pytest-asyncio (>=0.14.0,<0.15.0)", "mypy (==0.782)", "flake8 (>=3.8.3,<4.0.0)", "black (==19.10b0)", "isort (>=5.0.6,<6.0.0)", "requests (>=2.24.0,<3.0.0)", "httpx (>=0.14.0,<0.15.0)", "email_validator (>=1.1.1,<2.0.0)", "sqlalchemy (>=1.3.18,<2.0.0)", "peewee (>=3.13.3,<4.0.0)", "databases[sqlite] (>=0.3.2,<0.4.0)", "orjson (>=3.2.1,<4.0.0)", "async_exit_stack (>=1.0.1,<2.0.0)", "async_generator (>=1.10,<2.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "aiofiles (>=0.5.0,<0.6.0)", "flask (>=1.1.2,<2.0.0)"]
+
+[[package]]
+name = "flake8"
+version = "3.9.2"
+description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+mccabe = ">=0.6.0,<0.7.0"
+pycodestyle = ">=2.7.0,<2.8.0"
+pyflakes = ">=2.3.0,<2.4.0"
+
+[[package]]
+name = "greenlet"
+version = "1.1.2"
+description = "Lightweight in-process concurrent programming"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
+[package.extras]
+docs = ["sphinx"]
+
+[[package]]
+name = "importlib-metadata"
+version = "4.12.0"
+description = "Read metadata from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+perf = ["ipython"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.3)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
+
+[[package]]
+name = "jmespath"
+version = "1.0.1"
+description = "JSON Matching Expressions"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "loguru"
+version = "0.5.3"
+description = "Python logging made (stupidly) simple"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
+win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
+
+[package.extras]
+dev = ["codecov (>=2.0.15)", "colorama (>=0.3.4)", "flake8 (>=3.7.7)", "tox (>=3.9.0)", "tox-travis (>=0.12)", "pytest (>=4.6.2)", "pytest-cov (>=2.7.1)", "Sphinx (>=2.2.1)", "sphinx-autobuild (>=0.7.1)", "sphinx-rtd-theme (>=0.4.3)", "black (>=19.10b0)", "isort (>=5.1.1)"]
+
+[[package]]
+name = "mccabe"
+version = "0.6.1"
+description = "McCabe checker, plugin for flake8"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "more-itertools"
+version = "8.13.0"
+description = "More routines for operating on iterables, beyond itertools"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "mypy-extensions"
+version = "0.4.3"
+description = "Experimental type system extensions for programs checked with the mypy typechecker."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "packaging"
+version = "21.3"
+description = "Core utilities for Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
+
+[[package]]
+name = "passlib"
+version = "1.7.4"
+description = "comprehensive password hashing framework supporting over 30 schemes"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+bcrypt = {version = ">=3.1.0", optional = true, markers = "extra == \"bcrypt\""}
+
+[package.extras]
+argon2 = ["argon2-cffi (>=18.2.0)"]
+bcrypt = ["bcrypt (>=3.1.0)"]
+build_docs = ["sphinx (>=1.6)", "sphinxcontrib-fulltoc (>=1.2.0)", "cloud-sptheme (>=1.10.1)"]
+totp = ["cryptography"]
+
+[[package]]
+name = "pathspec"
+version = "0.9.0"
+description = "Utility library for gitignore style pattern matching of file paths."
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[[package]]
+name = "pluggy"
+version = "0.13.1"
+description = "plugin and hook calling mechanisms for python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+
+[[package]]
+name = "py"
+version = "1.11.0"
+description = "library with cross-python path, ini-parsing, io, code, log facilities"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "pyasn1"
+version = "0.4.8"
+description = "ASN.1 types and codecs"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pycodestyle"
+version = "2.7.0"
+description = "Python style guide checker"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pycparser"
+version = "2.21"
+description = "C parser in Python"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pydantic"
+version = "1.9.1"
+description = "Data validation and settings management using python type hints"
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+dotenv = ["python-dotenv (>=0.10.4)"]
+email = ["email-validator (>=1.0.3)"]
+
+[[package]]
+name = "pyflakes"
+version = "2.3.1"
+description = "passive checker of Python programs"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pyparsing"
+version = "3.0.9"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "dev"
+optional = false
+python-versions = ">=3.6.8"
+
+[package.extras]
+diagrams = ["railroad-diagrams", "jinja2"]
+
+[[package]]
+name = "pytest"
+version = "5.4.3"
+description = "pytest: simple powerful testing with Python"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
+attrs = ">=17.4.0"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
+more-itertools = ">=4.0.0"
+packaging = "*"
+pluggy = ">=0.12,<1.0"
+py = ">=1.5.0"
+wcwidth = "*"
+
+[package.extras]
+checkqa-mypy = ["mypy (==v0.761)"]
+testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
+
+[[package]]
+name = "python-dateutil"
+version = "2.8.2"
+description = "Extensions to the standard Python datetime module"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "python-jose"
+version = "3.3.0"
+description = "JOSE implementation in Python"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+cryptography = {version = ">=3.4.0", optional = true, markers = "extra == \"cryptography\""}
+ecdsa = "!=0.15"
+pyasn1 = "*"
+rsa = "*"
+
+[package.extras]
+cryptography = ["cryptography (>=3.4.0)"]
+pycrypto = ["pycrypto (>=2.6.0,<2.7.0)", "pyasn1"]
+pycryptodome = ["pycryptodome (>=3.3.1,<4.0.0)", "pyasn1"]
+
+[[package]]
+name = "python-multipart"
+version = "0.0.5"
+description = "A streaming multipart parser for Python"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = ">=1.4.0"
+
+[[package]]
+name = "regex"
+version = "2022.7.25"
+description = "Alternative regular expression module, to replace re."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "rsa"
+version = "4.9"
+description = "Pure-Python RSA implementation"
+category = "main"
+optional = false
+python-versions = ">=3.6,<4"
+
+[package.dependencies]
+pyasn1 = ">=0.1.3"
+
+[[package]]
+name = "s3transfer"
+version = "0.6.0"
+description = "An Amazon S3 Transfer Manager"
+category = "main"
+optional = false
+python-versions = ">= 3.7"
+
+[package.dependencies]
+botocore = ">=1.12.36,<2.0a.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "sqlalchemy"
+version = "1.4.39"
+description = "Database Abstraction Library"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+
+[package.dependencies]
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
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rest_api/pyproject.toml

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+[tool.poetry]
+name = "OpenDBM-REST-API"
+version = "0.0.1"
+description = ""
+authors = ["AiCure <dev@aicure.com>"]
+
+[tool.poetry.dependencies]
+python = "^3.7"
+fastapi = "^0.62.0"
+loguru = "^0.5.3"
+SQLAlchemy = "^1.3.20"
+python-multipart = "^0.0.5"
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+passlib = {extras = ["bcrypt"], version = "^1.7.4"}
+boto3 = "^1.24.25"
+aiofiles = "^0.8.0"
+opendbm
+
+[tool.poetry.dev-dependencies]
+pytest = "^5.2"
+black = "^20.8b1"
+flake8 = "^3.8.4"
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"

rest_api/requirements.txt

@@ -0,0 +1,32 @@
+uvicorn
+python-dotenv
+aiofiles==0.8.0; python_version >= "3.6" and python_version < "4.0"
+bcrypt==3.2.2; python_version >= "3.6"
+boto3==1.24.46; python_version >= "3.7"
+botocore==1.27.46; python_version >= "3.7"
+cffi==1.15.1
+colorama==0.4.5; python_version >= "3.5" and python_full_version < "3.0.0" and sys_platform == "win32" or sys_platform == "win32" and python_version >= "3.5" and python_full_version >= "3.5.0"
+cryptography==37.0.4; python_version >= "3.6"
+ecdsa==0.18.0; python_version >= "2.6" and python_full_version < "3.0.0" or python_full_version >= "3.3.0"
+fastapi==0.62.0; python_version >= "3.6"
+greenlet==1.1.2; python_version >= "3" and python_full_version < "3.0.0" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.6.0") or python_version >= "3" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") and (python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.6.0") and python_full_version >= "3.5.0"
+importlib-metadata==4.12.0; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "3.8" or python_full_version >= "3.6.0" and python_version < "3.8" and python_version >= "3.7"
+jmespath==1.0.1; python_version >= "3.7"
+loguru==0.5.3; python_version >= "3.5"
+passlib==1.7.4
+pyasn1==0.4.8; python_version >= "3.6" and python_version < "4"
+pycparser==2.21
+pydantic==1.9.1; python_full_version >= "3.6.1" and python_version >= "3.6"
+python-dateutil==2.8.2; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.7"
+python-jose==3.3.0
+python-multipart==0.0.5
+rsa==4.9; python_version >= "3.6" and python_version < "4"
+s3transfer==0.6.0; python_version >= "3.7"
+six==1.16.0; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.7"
+sqlalchemy==1.4.39; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.6.0")
+starlette==0.13.6; python_version >= "3.6"
+typing-extensions==4.3.0; python_full_version >= "3.6.1" and python_version >= "3.7" and (python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "3.8" or python_full_version >= "3.6.0" and python_version < "3.8" and python_version >= "3.7")
+urllib3==1.26.11; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version < "4" and python_version >= "3.7"
+win32-setctime==1.1.0; sys_platform == "win32" and python_version >= "3.5"
+zipp==3.8.1; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "3.8" or python_full_version >= "3.6.0" and python_version < "3.8" and python_version >= "3.7"
+opendbm

rest_api/tests/test_app.py

@@ -0,0 +1,5 @@
+from app import __version__
+
+
+def test_version():
+    assert __version__ == "0.1.0"