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Browse files- demo.py +187 -0
- server/queryforge_environment.py +0 -1
demo.py
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| 1 |
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"""
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QueryForge β Gradio Demo
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========================
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Interactive SQL debugger UI that runs the environment in-process (no server needed).
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Run locally:
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python demo.py
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# opens http://localhost:7860
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On HF Spaces:
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Set ANTHROPIC_API_KEY secret in Space settings for AI judging (optional).
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The demo auto-detects it.
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"""
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import os
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import sys
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import gradio as gr
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sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
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from models import SQLAction
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from server.queryforge_environment import QueryforgeEnvironment
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from tasks import REGISTRY
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# ββ Helpers βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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AI_JUDGE_ACTIVE = bool(os.environ.get("ANTHROPIC_API_KEY"))
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TASK_CHOICES = [
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(f"[{t.level.upper()}] {t.title}", t.id)
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for t in REGISTRY.list_all()
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]
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def _score_html(score: float, done: bool) -> str:
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filled = int(score * 20)
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bar = "β" * filled + "β" * (20 - filled)
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color = "#22c55e" if score >= 0.9 else ("#f59e0b" if score >= 0.5 else "#ef4444")
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suffix = " β Solved!" if done and score >= 0.9 else (" βΉ Ended" if done else "")
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return (
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f'<div style="font-family:monospace;font-size:1.1rem;">'
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f'<span style="color:{color}">[{bar}]</span> '
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f'<b>{score:.3f}</b>{suffix}</div>'
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)
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# ββ Callbacks βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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def load_task(task_id: str):
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"""Reset environment and populate UI with the chosen task."""
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env = QueryforgeEnvironment()
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obs = env.reset(task_id=task_id)
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task = REGISTRY.get(task_id)
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state = {"env": env, "history": [], "done": False}
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return (
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obs.task_description, # task description box
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task.broken_query, # pre-fill SQL editor with broken query
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"<div style='color:#6b7280;font-family:monospace'>Submit a query to see your score.</div>",
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"", # clear feedback
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[], # clear history table
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state,
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gr.update(interactive=True), # enable submit button
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)
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def submit_query(sql: str, state: dict):
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"""Grade the submitted SQL and update all output components."""
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if state is None or "env" not in state:
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return (
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"<div style='color:red'>Load a task first.</div>",
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"", [], state,
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)
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if state.get("done"):
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return (
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"<div style='color:#6b7280'>Episode already ended. Load a new task.</div>",
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"", state["history"], state,
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)
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env = state["env"]
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obs = env.step(SQLAction(sql=sql.strip()))
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score = obs.reward or 0.0
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# ββ Score HTML ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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score_html = _score_html(score, obs.done)
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# ββ Feedback (split into labelled sections) βββββββββββββββββββββββββββββββ
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sections = [p.strip() for p in obs.feedback.split(" ") if p.strip()]
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feedback_md = "\n\n".join(f"**{s.split(']')[0].lstrip('[').strip()}**{s.split(']',1)[1] if ']' in s else s}"
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for s in sections)
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if obs.hint and not obs.done:
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feedback_md += f"\n\n> π‘ **Hint:** {obs.hint}"
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# ββ History table βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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status = "β Solved" if (obs.done and score >= 0.9) else ("βΉ Ended" if obs.done else "β» Retry")
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state["history"].append([obs.attempt, f"{score:.3f}", obs.rows_returned, status])
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state["done"] = obs.done
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return score_html, feedback_md, state["history"], state
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# ββ UI layout βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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HEADER = """
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# π§ QueryForge β SQL Debugger & Optimiser
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Fix broken or slow SQL queries and get instant graded feedback.
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{ai_status}
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""".format(
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ai_status=(
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"π’ **AI Judge active** β scores up to 1.0 (Anthropic)"
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if AI_JUDGE_ACTIVE else
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"π‘ **Deterministic mode** β max score 0.80 (set `ANTHROPIC_API_KEY` to enable AI judge)"
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)
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)
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with gr.Blocks(title="QueryForge", theme=gr.themes.Soft()) as demo:
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state = gr.State(None)
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gr.Markdown(HEADER)
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# ββ Task selection row ββββββββββββββββββββββββββββββββββββββββββββββββββββ
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with gr.Row():
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task_dd = gr.Dropdown(
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choices=TASK_CHOICES,
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value=TASK_CHOICES[0][1],
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label="Select Task",
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scale=4,
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)
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load_btn = gr.Button("Load Task βΆ", variant="primary", scale=1)
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# ββ Main two-column layout ββββββββββββββββββββββββββββββββββββββββββββββββ
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with gr.Row():
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with gr.Column(scale=1):
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task_desc = gr.Textbox(
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label="π Task Description",
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lines=18,
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interactive=False,
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placeholder="Load a task to see the description and broken queryβ¦",
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)
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with gr.Column(scale=1):
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sql_input = gr.Code(
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label="βοΈ Your SQL Query",
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language="sql",
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lines=12,
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)
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submit_btn = gr.Button(
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"Submit Query β‘",
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variant="primary",
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interactive=False,
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)
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# ββ Score + feedback ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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score_html = gr.HTML(
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value="<div style='color:#6b7280;font-family:monospace'>Submit a query to see your score.</div>",
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| 159 |
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label="Score",
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)
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feedback_display = gr.Markdown(label="Feedback")
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# ββ Attempt history βββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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history_table = gr.Dataframe(
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headers=["Step", "Score", "Rows Returned", "Status"],
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datatype=["number", "str", "number", "str"],
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label="π Attempt History",
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interactive=False,
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wrap=True,
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)
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# ββ Wire up events ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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load_btn.click(
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load_task,
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inputs=[task_dd],
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outputs=[task_desc, sql_input, score_html, feedback_display, history_table, state, submit_btn],
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)
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submit_btn.click(
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submit_query,
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inputs=[sql_input, state],
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outputs=[score_html, feedback_display, history_table, state],
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)
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if __name__ == "__main__":
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demo.launch(server_name="0.0.0.0", server_port=7860, share=False)
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server/queryforge_environment.py
CHANGED
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@@ -40,7 +40,6 @@ except ImportError:
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logger = logging.getLogger(__name__)
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_AI_JUDGE_ACTIVE = bool(os.environ.get("ANTHROPIC_API_KEY"))
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print("here", os.environ.get("ANTHROPIC_API_KEY"))
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logger.info(
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"QueryForge environment loaded | AI judge: %s | done_threshold: %s",
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"ACTIVE (scores up to 1.0)" if _AI_JUDGE_ACTIVE else "OFFLINE β deterministic only (max score 0.80)",
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logger = logging.getLogger(__name__)
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_AI_JUDGE_ACTIVE = bool(os.environ.get("ANTHROPIC_API_KEY"))
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logger.info(
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"QueryForge environment loaded | AI judge: %s | done_threshold: %s",
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"ACTIVE (scores up to 1.0)" if _AI_JUDGE_ACTIVE else "OFFLINE β deterministic only (max score 0.80)",
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