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| from typing import Optional, List | |
| from pydantic import BaseModel, Field | |
| class Action(BaseModel): | |
| query: str = Field(..., description="The corrected SQL query to execute") | |
| explanation: Optional[str] = Field( | |
| default="", description="Optional explanation of what was fixed" | |
| ) | |
| class Observation(BaseModel): | |
| schema_sql: str = Field(..., description="CREATE TABLE statements for all tables") | |
| sample_data: str = Field(..., description="INSERT statements showing sample rows") | |
| buggy_query: str = Field(..., description="The original broken SQL query") | |
| error_message: str = Field( | |
| default="", | |
| description="Error from running the buggy query (empty if semantic bug)", | |
| ) | |
| task_description: str = Field(..., description="What the query should accomplish") | |
| expected_columns: List[str] = Field(..., description="Expected result column names") | |
| attempts_remaining: int = Field(default=5, description="Remaining fix attempts") | |
| last_attempt_result: str = Field( | |
| default="", description="Output/error of last submitted query" | |
| ) | |
| reward: float = Field(default=0.0, description="Reward from last action") | |
| done: bool = Field(default=False, description="Whether episode is complete") | |
| success: bool = Field( | |
| default=False, description="Whether task was solved correctly" | |
| ) | |
| class State(BaseModel): | |
| episode_id: str = Field(..., description="Unique episode identifier") | |
| step_count: int = Field(default=0, description="Number of steps taken") | |
| task_id: str = Field(default="", description="Current task identifier") | |
| max_steps: int = Field(default=5, description="Maximum steps per episode") | |
| cumulative_reward: float = Field(default=0.0, description="Total reward so far") | |