mirror of
https://github.com/chanzuckerberg/cellxgene.git
synced 2026-09-29 19:18:12 +08:00
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from datetime import datetime
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from sqlalchemy import (
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Column,
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DateTime,
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ForeignKey,
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String,
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)
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from sqlalchemy.ext.declarative import declarative_base
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from sqlalchemy.orm import relationship
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Base = declarative_base()
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class CellxGeneUser(Base):
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"""
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A registered CellxGene user.
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Links a user to their annotations
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"""
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__tablename__ = "cxguser"
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id = Column(String, primary_key=True)
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created_at = Column(DateTime, nullable=False, default=datetime.utcnow)
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updated_at = Column(DateTime, nullable=False, default=datetime.utcnow, onupdate=datetime.utcnow)
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# Relationships
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annotations = relationship("Annotation", back_populates="cxguser")
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class Annotation(Base):
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"""
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An annotation is a link between a user, a dataset and tiledb dataframe. A user can have multiple annotations for a
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dataset, the most recent annotation (based on created_at) will be the default returned when queried
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"""
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__tablename__ = "annotation"
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id = Column(String, primary_key=True)
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tiledb_uri = Column(String)
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user_id = Column(String, ForeignKey("cxguser.id"), nullable=False)
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dataset_id = Column(String, ForeignKey("cxgdataset.id"), nullable=False)
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created_at = Column(DateTime, nullable=False, default=datetime.utcnow)
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# Relationships
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cxguser = relationship("CellxGeneUser", back_populates="annotations")
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dataset = relationship("CellxGeneDataset", back_populates="annotations")
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class CellxGeneDataset(Base):
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"""
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Datasets refer to cellxgene datasets stored in tiledb
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"""
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__tablename__ = "cxgdataset"
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id = Column(String, primary_key=True)
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name = Column(String)
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created_at = Column(DateTime, nullable=False, default=datetime.utcnow)
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annotations = relationship("Annotation", back_populates="dataset")
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@@ -0,0 +1,18 @@
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"""
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Drops and recreates all tables for local testing according to cellxgene_orm.py
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"""
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from sqlalchemy import create_engine
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from server.db.cellxgene_orm import Base
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def create_db(database_uri: str = "postgresql://postgres:test_pw@localhost:5432"):
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engine = create_engine(database_uri)
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print("Dropping tables")
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Base.metadata.drop_all(engine)
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print("Recreating tables")
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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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import typing
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from sqlalchemy import create_engine
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from sqlalchemy.orm import sessionmaker
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from server.db.cellxgene_orm import Base
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class DbUtils:
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def __init__(self, database_uri: str = "postgresql://postgres:test_pw@localhost:5432"):
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self.session = DBSessionMaker(database_uri).session()
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self.engine = self.session.get_bind()
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def get(self, table: Base, entity_id: typing.Union[str, typing.Tuple[str]]) -> typing.Union[Base, None]:
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"""
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Query a table row by its primary key
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:param table: SQLAlchemy Table to query
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:param entity_id: Primary key of desired row
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:return: SQLAlchemy Table object, None if not found
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"""
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return self.session.query(table).get(entity_id)
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def query(self, table_args: typing.List[Base], filter_args: typing.List[bool] = None) -> typing.List[Base]:
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"""
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Query the database using the current DB session
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:param table_args: List of SQLAlchemy Tables to query/join
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:param filter_args: List of SQLAlchemy filter conditions
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:return: List of SQLAlchemy query response objects
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"""
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return (
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self.session.query(*table_args).filter(*filter_args).all()
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if filter_args
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else self.session.query(*table_args).all()
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)
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class DBSessionMaker:
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def __init__(self, database_uri):
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self.engine = create_engine(database_uri, connect_args={"connect_timeout": 5})
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self.session_maker = sessionmaker(bind=self.engine)
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def session(self, **kwargs):
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return self.session_maker(**kwargs)
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