villebro commented on code in PR #36368:
URL: https://github.com/apache/superset/pull/36368#discussion_r2777726689


##########
superset/models/tasks.py:
##########
@@ -0,0 +1,364 @@
+# 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.
+"""Task model for Global Task Framework (GTF)"""
+
+from __future__ import annotations
+
+import uuid
+from datetime import datetime, timezone
+from typing import Any, cast
+
+from flask_appbuilder import Model
+from sqlalchemy import (
+    Column,
+    DateTime,
+    Integer,
+    String,
+    Text,
+)
+from sqlalchemy.orm import relationship
+from superset_core.api.models import Task as CoreTask
+from superset_core.api.tasks import TaskProperties, TaskStatus
+
+from superset.models.helpers import AuditMixinNullable
+from superset.models.task_subscribers import TaskSubscriber
+from superset.tasks.utils import (
+    error_update,
+    get_finished_dedup_key,
+    parse_properties,
+    serialize_properties,
+)
+from superset.utils import json
+
+
+class Task(CoreTask, AuditMixinNullable, Model):
+    """
+    Concrete Task model for the Global Task Framework (GTF).
+
+    This model represents async tasks in Superset, providing unified tracking
+    for all background operations including SQL queries, thumbnail generation,
+    reports, and other async operations.
+
+    Non-filterable fields (progress, error info, execution config) are stored
+    in a `properties` JSON blob for schema flexibility.
+    """
+
+    __tablename__ = "tasks"
+
+    # Primary key and identifiers
+    id = Column(Integer, primary_key=True)
+    uuid = Column(
+        String(36), nullable=False, unique=True, default=lambda: 
str(uuid.uuid4())
+    )
+
+    # Task metadata (filterable)
+    task_key = Column(String(256), nullable=False, index=True)  # For 
deduplication
+    task_type = Column(String(100), nullable=False, index=True)  # e.g., 
'sql_execution'
+    task_name = Column(String(256), nullable=True)  # Human readable name
+    scope = Column(
+        String(20), nullable=False, index=True, default="private"
+    )  # private/shared/system
+    status = Column(
+        String(50), nullable=False, index=True, 
default=TaskStatus.PENDING.value
+    )
+    dedup_key = Column(
+        String(64), nullable=False, unique=True, index=True
+    )  # Hashed deduplication key (SHA-256 = 64 chars, UUID = 36 chars)
+
+    # Timestamps
+    started_at = Column(DateTime, nullable=True)
+    ended_at = Column(DateTime, nullable=True)
+
+    # User context for execution
+    user_id = Column(Integer, nullable=True)
+
+    # Task-specific output data (set by task code via 
ctx.update_task(payload=...))
+    payload = Column(Text, nullable=True, default="{}")
+
+    # Properties JSON blob - contains runtime state and execution config:
+    # - is_abortable: bool - has abort handler registered
+    # - progress_percent: float - progress 0.0-1.0
+    # - progress_current: int - current iteration count
+    # - progress_total: int - total iterations
+    # - error_message: str - human-readable error message
+    # - exception_type: str - exception class name
+    # - stack_trace: str - full formatted traceback
+    # - timeout: int - timeout in seconds
+    properties = Column(Text, nullable=True, default="{}")
+
+    # Relationships
+    subscribers = relationship(

Review Comment:
   This was new territory for me.. Added `lazy="selectin"` 👍 



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