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"""A collection of ORM sqlalchemy models for SQL Lab""" import re from datetime import datetime from typing import Any, Dict import simplejson as json import sqlalchemy as sqla from flask import Markup from flask_appbuilder import Model from sqlalchemy import ( Boolean, Column, DateTime, ForeignKey, Integer, Numeric, String, Text, ) from sqlalchemy.engine.url import URL from sqlalchemy.orm import backref, relationship from superset import security_manager from superset.models.helpers import AuditMixinNullable, ExtraJSONMixin from superset.models.tags import QueryUpdater from superset.sql_parse import CtasMethod from superset.utils.core import QueryStatus, user_label class Query(Model, ExtraJSONMixin): """ORM model for SQL query Now that SQL Lab support multi-statement execution, an entry in this table may represent multiple SQL statements executed sequentially""" __tablename__ = "query" id = Column(Integer, primary_key=True) client_id = Column(String(11), unique=True, nullable=False) database_id = Column(Integer, ForeignKey("dbs.id"), nullable=False) # Store the tmp table into the DB only if the user asks for it. tmp_table_name = Column(String(256)) tmp_schema_name = Column(String(256)) user_id = Column(Integer, ForeignKey("ab_user.id"), nullable=True) status = Column(String(16), default=QueryStatus.PENDING) tab_name = Column(String(256)) sql_editor_id = Column(String(256)) schema = Column(String(256)) sql = Column(Text) # Query to retrieve the results, # used only in case of select_as_cta_used is true. select_sql = Column(Text) executed_sql = Column(Text) # Could be configured in the superset config. limit = Column(Integer) select_as_cta = Column(Boolean) select_as_cta_used = Column(Boolean, default=False) ctas_method = Column(String(16), default=CtasMethod.TABLE) progress = Column(Integer, default=0) # 1..100 # # of rows in the result set or rows modified. rows = Column(Integer) error_message = Column(Text) # key used to store the results in the results backend results_key = Column(String(64), index=True) # Using Numeric in place of DateTime for sub-second precision # stored as seconds since epoch, allowing for milliseconds start_time = Column(Numeric(precision=20, scale=6)) start_running_time = Column(Numeric(precision=20, scale=6)) end_time = Column(Numeric(precision=20, scale=6)) end_result_backend_time = Column(Numeric(precision=20, scale=6)) tracking_url = Column(Text) changed_on = Column( DateTime, default=datetime.utcnow, onupdate=datetime.utcnow, nullable=True ) database = relationship( "Database", foreign_keys=[database_id], backref=backref("queries", cascade="all, delete-orphan"), ) user = relationship(security_manager.user_model, foreign_keys=[user_id]) __table_args__ = (sqla.Index("ti_user_id_changed_on", user_id, changed_on),) def to_dict(self) -> Dict[str, Any]: return { "changedOn": self.changed_on, "changed_on": self.changed_on.isoformat(), "dbId": self.database_id, "db": self.database.database_name, "endDttm": self.end_time, "errorMessage": self.error_message, "executedSql": self.executed_sql, "id": self.client_id, "queryId": self.id, "limit": self.limit, "progress": self.progress, "rows": self.rows, "schema": self.schema, "ctas": self.select_as_cta, "serverId": self.id, "sql": self.sql, "sqlEditorId": self.sql_editor_id, "startDttm": self.start_time, "state": self.status.lower(), "tab": self.tab_name, "tempSchema": self.tmp_schema_name, "tempTable": self.tmp_table_name, "userId": self.user_id, "user": user_label(self.user), "resultsKey": self.results_key, "trackingUrl": self.tracking_url, "extra": self.extra, } @property def name(self) -> str: """Name property""" ts = datetime.now().isoformat() ts = ts.replace("-", "").replace(":", "").split(".")[0] tab = self.tab_name.replace(" ", "_").lower() if self.tab_name else "notab" tab = re.sub(r"\W+", "", tab) return f"sqllab_{tab}_{ts}" @property def database_name(self) -> str: return self.database.name @property def username(self) -> str: return self.user.username def raise_for_access(self) -> None: """ Raise an exception if the user cannot access the resource. :raises SupersetSecurityException: If the user cannot access the resource """ security_manager.raise_for_access(query=self) class SavedQuery(Model, AuditMixinNullable, ExtraJSONMixin): """ORM model for SQL query""" __tablename__ = "saved_query" id = Column(Integer, primary_key=True) user_id = Column(Integer, ForeignKey("ab_user.id"), nullable=True) db_id = Column(Integer, ForeignKey("dbs.id"), nullable=True) schema = Column(String(128)) label = Column(String(256)) description = Column(Text) sql = Column(Text) user = relationship( security_manager.user_model, backref=backref("saved_queries", cascade="all, delete-orphan"), foreign_keys=[user_id], ) database = relationship( "Database", foreign_keys=[db_id], backref=backref("saved_queries", cascade="all, delete-orphan"), ) @property def pop_tab_link(self) -> Markup: return Markup( f""" """ ) @property def user_email(self) -> str: return self.user.email @property def sqlalchemy_uri(self) -> URL: return self.database.sqlalchemy_uri def url(self) -> str: return "/superset/sqllab?savedQueryId={0}".format(self.id) class TabState(Model, AuditMixinNullable, ExtraJSONMixin): __tablename__ = "tab_state" # basic info id = Column(Integer, primary_key=True, autoincrement=True) user_id = Column(Integer, ForeignKey("ab_user.id")) label = Column(String(256)) active = Column(Boolean, default=False) # selected DB and schema database_id = Column(Integer, ForeignKey("dbs.id")) database = relationship("Database", foreign_keys=[database_id]) schema = Column(String(256)) # tables that are open in the schema browser and their data previews table_schemas = relationship( "TableSchema", cascade="all, delete-orphan", backref="tab_state", passive_deletes=True, ) # the query in the textarea, and results (if any) sql = Column(Text) query_limit = Column(Integer) # latest query that was run latest_query_id = Column(Integer, ForeignKey("query.client_id")) latest_query = relationship("Query") # other properties autorun = Column(Boolean, default=False) template_params = Column(Text) def to_dict(self) -> Dict[str, Any]: return { "id": self.id, "user_id": self.user_id, "label": self.label, "active": self.active, "database_id": self.database_id, "schema": self.schema, "table_schemas": [ts.to_dict() for ts in self.table_schemas], "sql": self.sql, "query_limit": self.query_limit, "latest_query": self.latest_query.to_dict() if self.latest_query else None, "autorun": self.autorun, "template_params": self.template_params, } class TableSchema(Model, AuditMixinNullable, ExtraJSONMixin): __tablename__ = "table_schema" id = Column(Integer, primary_key=True, autoincrement=True) tab_state_id = Column(Integer, ForeignKey("tab_state.id", ondelete="CASCADE")) database_id = Column(Integer, ForeignKey("dbs.id"), nullable=False) database = relationship("Database", foreign_keys=[database_id]) schema = Column(String(256)) table = Column(String(256)) # JSON describing the schema, partitions, latest partition, etc. description = Column(Text) expanded = Column(Boolean, default=False) def to_dict(self) -> Dict[str, Any]: try: description = json.loads(self.description) except json.JSONDecodeError: description = None return { "id": self.id, "tab_state_id": self.tab_state_id, "database_id": self.database_id, "schema": self.schema, "table": self.table, "description": description, "expanded": self.expanded, } # events for updating tags sqla.event.listen(SavedQuery, "after_insert", QueryUpdater.after_insert) sqla.event.listen(SavedQuery, "after_update", QueryUpdater.after_update) sqla.event.listen(SavedQuery, "after_delete", QueryUpdater.after_delete)