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"""A collection of ORM sqlalchemy models for Superset""" from cron_descriptor import get_description from flask_appbuilder import Model from flask_appbuilder.models.decorators import renders from sqlalchemy import ( Boolean, Column, DateTime, Float, ForeignKey, Index, Integer, String, Table, Text, ) from sqlalchemy.orm import backref, relationship from sqlalchemy.schema import UniqueConstraint from sqlalchemy_utils import UUIDType from superset.extensions import security_manager from superset.models.core import Database from superset.models.dashboard import Dashboard from superset.models.helpers import AuditMixinNullable, ExtraJSONMixin from superset.models.slice import Slice from superset.reports.types import ReportScheduleExtra from superset.utils.backports import StrEnum from superset.utils.core import MediumText metadata = Model.metadata # pylint: disable=no-member class ReportScheduleType(StrEnum): ALERT = "Alert" REPORT = "Report" class ReportScheduleValidatorType(StrEnum): """Validator types for alerts""" NOT_NULL = "not null" OPERATOR = "operator" class ReportRecipientType(StrEnum): EMAIL = "Email" SLACK = "Slack" SLACKV2 = "SlackV2" class ReportState(StrEnum): SUCCESS = "Success" WORKING = "Working" ERROR = "Error" NOOP = "Not triggered" GRACE = "On Grace" class ReportDataFormat(StrEnum): PDF = "PDF" PNG = "PNG" CSV = "CSV" TEXT = "TEXT" class ReportCreationMethod(StrEnum): CHARTS = "charts" DASHBOARDS = "dashboards" ALERTS_REPORTS = "alerts_reports" class ReportSourceFormat(StrEnum): CHART = "chart" DASHBOARD = "dashboard" report_schedule_user = Table( "report_schedule_user", metadata, Column("id", Integer, primary_key=True), Column( "user_id", Integer, ForeignKey("ab_user.id", ondelete="CASCADE"), nullable=False, ), Column( "report_schedule_id", Integer, ForeignKey("report_schedule.id", ondelete="CASCADE"), nullable=False, ), UniqueConstraint("user_id", "report_schedule_id"), ) class ReportSchedule(AuditMixinNullable, ExtraJSONMixin, Model): """ Report Schedules, supports alerts and reports """ __tablename__ = "report_schedule" __table_args__ = (UniqueConstraint("name", "type"),) id = Column(Integer, primary_key=True) type = Column(String(50), nullable=False) name = Column(String(150), nullable=False) description = Column(Text) context_markdown = Column(Text) active = Column(Boolean, default=True, index=True) crontab = Column(String(1000), nullable=False) creation_method = Column( String(255), server_default=ReportCreationMethod.ALERTS_REPORTS ) timezone = Column(String(100), default="UTC", nullable=False) report_format = Column(String(50), default=ReportDataFormat.PNG) sql = Column(MediumText()) # (Alerts/Reports) M-O to chart chart_id = Column(Integer, ForeignKey("slices.id"), nullable=True) chart = relationship(Slice, backref="report_schedules", foreign_keys=[chart_id]) # (Alerts/Reports) M-O to dashboard dashboard_id = Column(Integer, ForeignKey("dashboards.id"), nullable=True) dashboard = relationship( Dashboard, backref="report_schedules", foreign_keys=[dashboard_id] ) # (Alerts) M-O to database database_id = Column(Integer, ForeignKey("dbs.id"), nullable=True) database = relationship(Database, foreign_keys=[database_id]) owners = relationship( security_manager.user_model, secondary=report_schedule_user, passive_deletes=True, ) # (Alerts) Stamped last observations last_eval_dttm = Column(DateTime) last_state = Column(String(50), default=ReportState.NOOP) last_value = Column(Float) last_value_row_json = Column(MediumText()) # (Alerts) Observed value validation related columns validator_type = Column(String(100)) validator_config_json = Column(MediumText(), default="{}") # Log retention log_retention = Column(Integer, default=90) # (Alerts) After a success how long to wait for a new trigger (seconds) grace_period = Column(Integer, default=60 * 60 * 4) # (Alerts/Reports) Unlock a possible stalled working state working_timeout = Column(Integer, default=60 * 60 * 1) # (Reports) When generating a screenshot, bypass the cache? force_screenshot = Column(Boolean, default=False) custom_width = Column(Integer, nullable=True) custom_height = Column(Integer, nullable=True) extra: ReportScheduleExtra # type: ignore email_subject = Column(String(255)) def __repr__(self) -> str: return str(self.name) @renders("crontab") def crontab_humanized(self) -> str: return get_description(self.crontab) class ReportRecipients(Model, AuditMixinNullable): """ Report Recipients, meant to support multiple notification types, eg: Slack, email """ __tablename__ = "report_recipient" id = Column(Integer, primary_key=True) type = Column(String(50), nullable=False) recipient_config_json = Column(MediumText(), default="{}") report_schedule_id = Column( Integer, ForeignKey("report_schedule.id"), nullable=False ) report_schedule = relationship( ReportSchedule, backref=backref("recipients", cascade="all,delete,delete-orphan"), foreign_keys=[report_schedule_id], ) __table_args__ = ( Index("ix_report_recipient_report_schedule_id", report_schedule_id), ) class ReportExecutionLog(Model): # pylint: disable=too-few-public-methods """ Report Execution Log, hold the result of the report execution with timestamps, last observation and possible error messages """ __tablename__ = "report_execution_log" id = Column(Integer, primary_key=True) uuid = Column(UUIDType(binary=True)) # Timestamps scheduled_dttm = Column(DateTime, nullable=False) start_dttm = Column(DateTime) end_dttm = Column(DateTime) # (Alerts) Observed values value = Column(Float) value_row_json = Column(MediumText()) state = Column(String(50), nullable=False) error_message = Column(Text) report_schedule_id = Column( Integer, ForeignKey("report_schedule.id"), nullable=False ) report_schedule = relationship( ReportSchedule, backref=backref("logs", cascade="all,delete,delete-orphan"), foreign_keys=[report_schedule_id], ) __table_args__ = ( Index("ix_report_execution_log_report_schedule_id", report_schedule_id), Index("ix_report_execution_log_start_dttm", start_dttm), )