"""add model capability gap and cost tracking tables Revision ID: add_model_capability_tables Revises: add_ai_tables Create Date: 2026-02-25 """ from alembic import op import sqlalchemy as sa revision = "add_model_capability_tables" down_revision = "add_ai_tables" branch_labels = None depends_on = None def _table_exists(table_name: str) -> bool: bind = op.get_bind() inspector = sa.inspect(bind) return table_name in inspector.get_table_names() def upgrade(): if not _table_exists("model_capability_gaps"): op.create_table( "model_capability_gaps", sa.Column("id", sa.BigInteger(), primary_key=True, autoincrement=True), sa.Column("tenant_id", sa.BigInteger(), nullable=False), sa.Column("model_version_id", sa.BigInteger(), nullable=False), sa.Column("truth_node_id", sa.BigInteger(), nullable=False), sa.Column("gap_type", sa.String(length=50), nullable=False), sa.Column("severity", sa.String(length=20), nullable=False), sa.Column("description", sa.Text(), nullable=False), sa.Column("ai_analysis", sa.JSON(), nullable=False), sa.Column("status", sa.String(length=50), nullable=False, server_default="open"), sa.Column("resolved_at", sa.TIMESTAMP(), nullable=True), sa.Column("resolution_notes", sa.Text(), nullable=True), sa.Column("created_at", sa.TIMESTAMP(), nullable=False, server_default=sa.func.now()), sa.Column("updated_at", sa.TIMESTAMP(), nullable=False, server_default=sa.func.now()), sa.ForeignKeyConstraint(["model_version_id"], ["model_versions.id"]), sa.ForeignKeyConstraint(["truth_node_id"], ["truth_nodes.id"]), ) op.create_index("ix_model_capability_gaps_tenant_id", "model_capability_gaps", ["tenant_id"]) op.create_index("ix_model_capability_gaps_model_version_id", "model_capability_gaps", ["model_version_id"]) op.create_index("ix_model_capability_gaps_truth_node_id", "model_capability_gaps", ["truth_node_id"]) op.create_index("ix_model_capability_gaps_gap_type", "model_capability_gaps", ["gap_type"]) op.create_index("ix_model_capability_gaps_severity", "model_capability_gaps", ["severity"]) op.create_index("ix_model_capability_gaps_status", "model_capability_gaps", ["status"]) if not _table_exists("cost_trackings"): op.create_table( "cost_trackings", sa.Column("id", sa.BigInteger(), primary_key=True, autoincrement=True), sa.Column("tenant_id", sa.BigInteger(), nullable=False), sa.Column("truth_node_id", sa.BigInteger(), nullable=True), sa.Column("model_version_id", sa.BigInteger(), nullable=True), sa.Column("task_id", sa.BigInteger(), nullable=True), sa.Column("period", sa.String(length=20), nullable=False), sa.Column("estimated_tokens", sa.Integer(), nullable=False, server_default="0"), sa.Column("actual_tokens", sa.Integer(), nullable=False, server_default="0"), sa.Column("estimated_cost_usd", sa.DECIMAL(10, 4), nullable=False, server_default="0"), sa.Column("actual_cost_usd", sa.DECIMAL(10, 4), nullable=False, server_default="0"), sa.Column("roi_score", sa.Float(), nullable=True), sa.Column("roi_analysis", sa.JSON(), nullable=False), sa.Column("optimization_suggestions", sa.JSON(), nullable=False), sa.Column("created_at", sa.TIMESTAMP(), nullable=False, server_default=sa.func.now()), sa.Column("updated_at", sa.TIMESTAMP(), nullable=False, server_default=sa.func.now()), sa.ForeignKeyConstraint(["truth_node_id"], ["truth_nodes.id"]), sa.ForeignKeyConstraint(["model_version_id"], ["model_versions.id"]), sa.ForeignKeyConstraint(["task_id"], ["tasks.id"]), ) op.create_index("ix_cost_trackings_tenant_id", "cost_trackings", ["tenant_id"]) op.create_index("ix_cost_trackings_truth_node_id", "cost_trackings", ["truth_node_id"]) op.create_index("ix_cost_trackings_task_id", "cost_trackings", ["task_id"]) op.create_index("ix_cost_trackings_period", "cost_trackings", ["period"]) def downgrade(): if _table_exists("cost_trackings"): op.drop_index("ix_cost_trackings_period", table_name="cost_trackings") op.drop_index("ix_cost_trackings_task_id", table_name="cost_trackings") op.drop_index("ix_cost_trackings_truth_node_id", table_name="cost_trackings") op.drop_index("ix_cost_trackings_tenant_id", table_name="cost_trackings") op.drop_table("cost_trackings") if _table_exists("model_capability_gaps"): op.drop_index("ix_model_capability_gaps_status", table_name="model_capability_gaps") op.drop_index("ix_model_capability_gaps_severity", table_name="model_capability_gaps") op.drop_index("ix_model_capability_gaps_gap_type", table_name="model_capability_gaps") op.drop_index("ix_model_capability_gaps_truth_node_id", table_name="model_capability_gaps") op.drop_index("ix_model_capability_gaps_model_version_id", table_name="model_capability_gaps") op.drop_index("ix_model_capability_gaps_tenant_id", table_name="model_capability_gaps") op.drop_table("model_capability_gaps")