- add Piezometer data via json (Gschliegraben)
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@ -98,4 +98,5 @@ ENV/
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/site
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# mypy
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.mypy_cache/
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.mypy_cache/
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/db.sqlite
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@ -153,7 +153,7 @@ class Observation(Base):
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def create_pg_session() -> sqlalchemy.orm.sessionmaker:
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"""Return the sum of x and y."""
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""" create postgres db session """
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dbschema = ''
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db_user = os.environ.get("POSTGIS_DBUSER")
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db_password = os.environ.get("POSTGIS_DBPASSWORD")
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@ -165,5 +165,5 @@ def create_pg_session() -> sqlalchemy.orm.sessionmaker:
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session_maker = sessionmaker(bind=engine)
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session = session_maker()
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Base.metadata.create_all(engine)
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# Base.metadata.create_all(engine)
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return session
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26
gschliefgraben_glasfaser/create_db.py
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26
gschliefgraben_glasfaser/create_db.py
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@ -0,0 +1,26 @@
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from sqlalchemy import create_engine
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from sqlalchemy import MetaData
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from sqlalchemy import Table
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from sqlalchemy import Column
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from sqlalchemy import Integer, String
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db_url = 'sqlite:///db.sqlite'
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engine = create_engine(db_url )
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# Create a metadata instance
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metadata = MetaData(engine)
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# Declare a table
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table = Table('Example',metadata,
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Column('id',Integer, primary_key=True),
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Column('name',String))
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# Create all tables
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students = Table(
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'students', metadata,
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Column('id', Integer, primary_key = True),
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Column('name', String),
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Column('lastname', String),
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)
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metadata.create_all(engine)
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@ -42,7 +42,7 @@ def main():
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dump_data = observation_schema.dump(observation)
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print(dump_data)
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# # deserialize
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# # deserialize to db model
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# load_data: Person = person_schema.load(dump_data)
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# print(load_data)
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@ -60,9 +60,13 @@ def main():
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token_api = os.environ.get("TOKEN_API")
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test_api = MyApi(token_api)
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data = test_api.getSensorData("inclino1_14")
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print(data)
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observation_array = (data['FeatureCollection']['Features'][0]['geometry']['properties'][0])
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print(observation_array)
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# create(dump_data)
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# # deserialize to db model
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observation_schema = ObservationSchema(many=True)
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observations: Observation = observation_schema.load(observation_array)
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print(observations)
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def create(person_json: PersonSchema):
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@ -8,25 +8,83 @@ Python version: 3.10
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from datetime import datetime
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# from config import db, ma
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# import os
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import os
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from sqlalchemy import (Column, Integer,
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String, DateTime, ForeignKey, Numeric)
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String, DateTime, ForeignKey, Numeric, SmallInteger, create_engine)
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from sqlalchemy.ext.declarative import declarative_base
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from sqlalchemy.orm import session, relationship
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#from marshmallow import Schema
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from marshmallow_sqlalchemy import SQLAlchemyAutoSchema
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from db.pg_models import create_pg_session
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from marshmallow_sqlalchemy import SQLAlchemySchema, SQLAlchemyAutoSchema
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from marshmallow import fields
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# from db.pg_models import create_pg_session
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from sqlalchemy import func, desc, asc
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import sqlalchemy.orm.session
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from sqlalchemy.orm import sessionmaker, relationship
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Base = declarative_base()
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def new_id_factory():
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pg_session = create_pg_session()
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_MYTABLE_ID_ = pg_session.query(func.max(Observation.id)).scalar()
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_MYTABLE_ID_ += 1
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return _MYTABLE_ID_
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def create_pg_session() -> sqlalchemy.orm.sessionmaker:
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""" create postgres db session """
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dbschema = ''
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db_user = os.environ.get("POSTGIS_DBUSER")
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db_password = os.environ.get("POSTGIS_DBPASSWORD")
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db_url = os.environ.get("POSTGIS_DBURL")
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engine = create_engine(
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"postgresql+psycopg2://" + db_user + ":" + db_password + "@" + db_url,
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connect_args={'options': '-csearch_path={}'.format(dbschema)},
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isolation_level="READ UNCOMMITTED")
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session_maker = sessionmaker(bind=engine)
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session = session_maker()
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# Base.metadata.create_all(engine)
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return session
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class Dataset(Base):
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""" dataset class """
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__tablename__ = 'dataset'
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__table_args__ = {"schema": "gba"}
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id = Column('dataset_id', Integer, primary_key=True)
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name = Column('name', String)
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is_published = Column('is_published', SmallInteger)
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is_hidden = Column('is_hidden', SmallInteger)
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dataset_type = Column('dataset_type', String)
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observation_type = Column('observation_type', String)
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value_type = Column('value_type', String)
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last_time = Column('last_time', DateTime)
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last_value = Column('last_value', Numeric(20, 10))
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fk_last_observation_id = Column(
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'fk_last_observation_id',
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Integer
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)
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# last_observation = relationship(
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# "Observation", foreign_keys=[fk_last_observation_id])
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first_time = Column('first_time', DateTime)
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first_value = Column('first_value', Numeric(20, 10))
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fk_first_observation_id = Column(
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'fk_first_observation_id',
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Integer
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)
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# first_observation = relationship("Observation", foreign_keys=[
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# fk_first_observation_id])
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observations = relationship(
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'Observation', back_populates='dataset', lazy=True)
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class Observation(Base):
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""" observation class """
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__tablename__ = 'observation'
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__table_args__ = {"schema": "gba"}
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id = Column('observation_id', Integer, primary_key=True)
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id = Column('observation_id', Integer,
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primary_key=True)
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name = Column('name', String)
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value_type = Column('value_type', String)
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# pitch = Column('PITCH', String)
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@ -37,16 +95,20 @@ class Observation(Base):
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sta_identifier = Column('sta_identifier', String)
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value_quantity = Column('value_quantity', Numeric(20, 10), nullable=False)
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# fk_dataset_id = Column('fk_dataset_id', Integer,
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# ForeignKey('gba.dataset.dataset_id'))
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# dataset = relationship("Dataset", lazy="joined",
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# foreign_keys=[fk_dataset_id])
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fk_dataset_id = Column(Integer, ForeignKey(
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'gba.dataset.dataset_id'), nullable=False)
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# dataset = relationship("Dataset", back_populates="observations")
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dataset = relationship("Dataset", back_populates="observations")
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class ObservationSchema(SQLAlchemyAutoSchema):
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class ObservationSchema(SQLAlchemySchema):
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""" Platform class """
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DateTime = fields.DateTime(attribute='result_time') # Or vice-versa
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# value_quantity = fields.Integer(attribute='Value')
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# id = fields.Integer(attribute='id')
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Value = fields.Integer(attribute='value_quantity')
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id = fields.Integer(attribute='sta_identifier')
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# sta_identifier= fields.String(default=uuid.uuid4()),
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class Meta:
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""" Platform class """
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model = Observation
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@ -72,7 +134,7 @@ class Person(Base):
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self.login, self.lname)
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class PersonSchema(SQLAlchemyAutoSchema):
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class PersonSchema(SQLAlchemyAutoSchema):
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""" Platform class """
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class Meta:
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""" Platform class """
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@ -81,3 +143,26 @@ class PersonSchema(SQLAlchemyAutoSchema):
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load_instance = True
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#pg_session: session = create_pg_session()
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sqla_session: session = create_pg_session()
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def create_db():
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# db_url = 'sqlite:///db.sqlite'
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# engine = create_engine(db_url, echo = True )
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# Base.metadata.drop_all(bind=engine)
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# Base.metadata.create_all(engine)
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""" create postgres db session """
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dbschema = ''
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db_user = os.environ.get("POSTGIS_DBUSER")
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db_password = os.environ.get("POSTGIS_DBPASSWORD")
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db_url = os.environ.get("POSTGIS_DBURL")
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engine = create_engine(
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"postgresql+psycopg2://" + db_user + ":" + db_password + "@" + db_url,
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connect_args={'options': '-csearch_path={}'.format(dbschema)},
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isolation_level="READ UNCOMMITTED", echo = True)
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# session_maker = sessionmaker(bind=engine)
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# session = session_maker()
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Base.metadata.drop_all(bind=engine)
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Base.metadata.create_all(engine)
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if __name__ == "__main__":
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create_db()
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@ -68,13 +68,13 @@ class MyApi():
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def getSensorData(self, sensor: string):
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''' request observations'''
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try:
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request = self.session.get('https://api.dgnss-sensors.com/gschliefgraben',
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request = self.session.get('https://api.dgnss-sensors.com/gschliefgraben?sensors=(\''+sensor+ '\')&start=2022-02-28&end=2022-02-28',
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headers={
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'cache-control': 'no-cache',
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'Content-Type': 'application/x-www-form-urlencoded',
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'accept': 'application/json'
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},
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data="grant_type=client_credentials&scope=gschliefgraben&sensors=('\"inclino1_14'\")"
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data="grant_type=client_credentials&scope=gschliefgraben"
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)
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# optional: raise exception for status code
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request.raise_for_status()
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@ -33,4 +33,11 @@ python -m pip install sqlalchemy-firebird
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python -m pip uninstall psycopg2
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Marshmallow provides functionality to serialize and deserialize Python objects as they flow out of and into our JSON-based REST API. Marshmallow converts Python class instances to objects that can be converted to JSON.
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python -m pip install marshmallow-sqlalchemy marshmallow
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python -m pip install marshmallow-sqlalchemy marshmallow
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https://medium.com/dataexplorations/sqlalchemy-orm-a-more-pythonic-way-of-interacting-with-your-database-935b57fd2d4d
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https://stackoverflow.com/questions/51737548/how-to-set-primary-key-auto-increment-in-sqlalchemy-orm
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