# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. """A collection of ORM sqlalchemy models for Superset""" from typing import Any, Optional import prison 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) def get_native_filters_params(self) -> str: params: dict[str, Any] = {} dashboard = self.extra.get("dashboard") if dashboard and dashboard.get("nativeFilters"): for filter in dashboard.get("nativeFilters") or []: # type: ignore params = { **params, **self._generate_native_filter( filter["nativeFilterId"], filter["filterType"], filter["columnName"], filter["filterValues"], ), } # hack(hughhh): workaround for escaping prison not handling quotes right rison = prison.dumps(params) rison = rison.replace("'", "%27") return rison def _generate_native_filter( self, native_filter_id: str, filter_type: str, column_name: str, values: list[Optional[str]], ) -> dict[str, Any]: if filter_type == "filter_time": # For select filters, we need to use the "IN" operator return { native_filter_id or "": { "id": native_filter_id or "", "extraFormData": {"time_range": values[0]}, "filterState": {"value": values[0]}, "ownState": {}, } } elif filter_type == "filter_timegrain": return { native_filter_id or "": { "id": native_filter_id or "", "extraFormData": { "time_grain_sqla": values[0], # grain }, "filterState": { # "label": "30 second", # grain_label "value": values # grain }, "ownState": {}, } } elif filter_type == "filter_timecolumn": return { native_filter_id or "": { "extraFormData": { "granularity_sqla": values[0] # column_name }, "filterState": { "value": values # column_name }, } } elif filter_type == "filter_select": return { native_filter_id or "": { "id": native_filter_id or "", "extraFormData": { "filters": [ {"col": column_name or "", "op": "IN", "val": values or []} ] }, "filterState": { "label": column_name or "", "validateStatus": False, "value": values or [], }, "ownState": {}, } } elif filter_type == "filter_range": # For range filters, values should be [min, max] or [value] for single value min_val = values[0] if len(values) > 0 else None max_val = values[1] if len(values) > 1 else None filters = [] if min_val is not None: filters.append({"col": column_name or "", "op": ">=", "val": min_val}) if max_val is not None: filters.append({"col": column_name or "", "op": "<=", "val": max_val}) return { native_filter_id or "": { "id": native_filter_id or "", "extraFormData": {"filters": filters}, "filterState": { "value": [min_val, max_val], "label": f"{min_val} ≤ x ≤ {max_val}" if min_val and max_val else f"x ≥ {min_val}" if min_val else f"x ≤ {max_val}" if max_val else "", }, "ownState": {}, } } return {} 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), )