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Update app.py
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app.py
CHANGED
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@@ -8,12 +8,12 @@ import time
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import traceback
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from PIL import Image
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# π§ CONFIGURE: Your Flask API URL
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FLASK_API_URL = "http://18.219.185.9:5000"
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def query_database(question):
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if not question.strip():
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return "", None, None, "β οΈ Please enter a question.", "", ""
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try:
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start_time = time.time()
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@@ -47,7 +47,7 @@ def query_database(question):
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if not response.text:
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error_msg = "Empty response from server"
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print(f"ERROR: {error_msg}")
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return "", None, None, f"β {error_msg}", f"Request time: {elapsed_time:.2f}s", "Empty response"
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# Try to parse JSON response
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try:
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@@ -57,13 +57,13 @@ def query_database(question):
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error_msg = f"Invalid JSON response: {str(e)}"
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print(f"ERROR: {error_msg}")
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print(f"Response text (first 500 chars): {response.text[:500]}")
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return "", None, None, f"β {error_msg}", f"Request time: {elapsed_time:.2f}s", "JSON parse error"
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# Check HTTP status
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if response.status_code != 200:
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error_msg = result.get("error", f"HTTP {response.status_code}")
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print(f"ERROR: HTTP status {response.status_code}: {error_msg}")
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return "", None, None, f"β Server error: {error_msg}", f"Request time: {elapsed_time:.2f}s", "HTTP error"
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# Extract data
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sql = result.get("sql", "")
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@@ -80,46 +80,70 @@ def query_database(question):
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df = pd.DataFrame(rows) if rows else pd.DataFrame()
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print(f"DataFrame shape: {df.shape}")
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# Process chart
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chart_image = None
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try:
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image_bytes = base64.b64decode(chart_data)
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chart_image = Image.open(BytesIO(image_bytes))
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print("Chart decoded successfully")
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except Exception as e:
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print(f"Error decoding chart: {e}")
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# Prepare details
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details = f"Request time: {elapsed_time:.2f}s\n"
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details += f"Status code: {response.status_code}\n"
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details += f"Rows returned: {row_count}\n"
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details += f"Chart generated: {'Yes' if chart_data else 'No'}\n"
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details += f"Response size: {len(response.text)} bytes"
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print(f"=== REQUEST COMPLETED SUCCESSFULLY ===")
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return sql, df, chart_image, f"β
Query completed successfully", details, "Success"
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except requests.exceptions.ConnectionError as e:
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error_msg = f"Connection failed: {str(e)}"
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print(f"CONNECTION ERROR: {error_msg}")
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print(f"Traceback: {traceback.format_exc()}")
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return "", None, None, f"β {error_msg}", "Connection error", "Connection error"
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except requests.exceptions.Timeout:
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error_msg = "Request timed out after 300 seconds"
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print(f"TIMEOUT ERROR: {error_msg}")
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return "", None, None, f"β±οΈ {error_msg}", "Timeout error", "Timeout error"
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except requests.exceptions.RequestException as e:
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error_msg = f"Request exception: {str(e)}"
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print(f"REQUEST ERROR: {error_msg}")
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print(f"Traceback: {traceback.format_exc()}")
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return "", None, None, f"β {error_msg}", "Request error", "Request error"
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except Exception as e:
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error_msg = f"Unexpected error: {str(e)}"
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print(f"UNEXPECTED ERROR: {error_msg}")
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print(f"Traceback: {traceback.format_exc()}")
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return "", None, None, f"π¨ {error_msg}", f"Error: {str(e)}", "Unexpected error"
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def check_health():
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try:
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@@ -207,6 +231,13 @@ with gr.Blocks(theme=theme, title="Enterprise SQL Assistant", css="""
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padding: 10px;
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background-color: #1e293b;
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}
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/* Fix input text color */
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.gradio-container input[type="text"],
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.gradio-container textarea {
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@@ -245,10 +276,10 @@ with gr.Blocks(theme=theme, title="Enterprise SQL Assistant", css="""
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example3 = gr.Button("Show members with their account balances", elem_classes=["example-btn"])
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example4 = gr.Button("Which member has the highest balance?", elem_classes=["example-btn"])
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with gr.Column():
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example5 = gr.Button("Show transaction trends over time", elem_classes=["example-btn"])
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example6 = gr.Button("Count of members by status", elem_classes=["example-btn"])
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example7 = gr.Button("Show
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example8 = gr.Button("
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gr.Markdown("### π©Ί API Health Check")
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health_btn = gr.Button("Check API Health", variant="secondary")
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@@ -273,12 +304,18 @@ with gr.Blocks(theme=theme, title="Enterprise SQL Assistant", css="""
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)
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with gr.Tab("Visual Insights"):
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gr.Markdown("### π Request Details")
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request_details = gr.Textbox(label="Request Details", interactive=False, lines=6)
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@@ -307,13 +344,13 @@ with gr.Blocks(theme=theme, title="Enterprise SQL Assistant", css="""
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).then(
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fn=query_database,
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inputs=question_input,
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outputs=[sql_output, results_output, chart_output, chatbot_output, request_details, error_details]
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)
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submit_btn.click(
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fn=query_database,
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inputs=question_input,
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outputs=[sql_output, results_output, chart_output, chatbot_output, request_details, error_details]
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)
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# Launch
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import traceback
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from PIL import Image
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# π§ CONFIGURE: Your Flask API URL (Public URL)
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FLASK_API_URL = "http://18.219.185.9:5000"
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def query_database(question):
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if not question.strip():
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return "", None, None, "β οΈ Please enter a question.", "", "", "", ""
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try:
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start_time = time.time()
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if not response.text:
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error_msg = "Empty response from server"
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print(f"ERROR: {error_msg}")
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return "", None, None, f"β {error_msg}", f"Request time: {elapsed_time:.2f}s", "Empty response", "", ""
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# Try to parse JSON response
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try:
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error_msg = f"Invalid JSON response: {str(e)}"
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print(f"ERROR: {error_msg}")
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print(f"Response text (first 500 chars): {response.text[:500]}")
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return "", None, None, f"β {error_msg}", f"Request time: {elapsed_time:.2f}s", "JSON parse error", "", ""
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# Check HTTP status
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if response.status_code != 200:
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error_msg = result.get("error", f"HTTP {response.status_code}")
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print(f"ERROR: HTTP status {response.status_code}: {error_msg}")
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return "", None, None, f"β Server error: {error_msg}", f"Request time: {elapsed_time:.2f}s", "HTTP error", "", ""
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# Extract data
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sql = result.get("sql", "")
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df = pd.DataFrame(rows) if rows else pd.DataFrame()
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print(f"DataFrame shape: {df.shape}")
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# Process chart - UPDATED TO HANDLE NEW STRUCTURED FORMAT
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chart_image = None
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chart_title = ""
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chart_type = ""
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if chart_data and isinstance(chart_data, dict):
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try:
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# Extract the base64 image string from the structured chart data
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chart_image_b64 = chart_data.get("image")
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if chart_image_b64:
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image_bytes = base64.b64decode(chart_image_b64)
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chart_image = Image.open(BytesIO(image_bytes))
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print("Chart decoded successfully")
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# Extract chart metadata
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chart_title = chart_data.get("title", "")
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chart_type = chart_data.get("type", "")
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print(f"Chart type: {chart_type}")
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print(f"Chart title: {chart_title}")
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except Exception as e:
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print(f"Error decoding chart: {e}")
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elif chart_data and isinstance(chart_data, str):
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# Fallback for backward compatibility
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try:
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image_bytes = base64.b64decode(chart_data)
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chart_image = Image.open(BytesIO(image_bytes))
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print("Chart decoded successfully (fallback)")
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except Exception as e:
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print(f"Error decoding chart (fallback): {e}")
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# Prepare details
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details = f"Request time: {elapsed_time:.2f}s\n"
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details += f"Status code: {response.status_code}\n"
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details += f"Rows returned: {row_count}\n"
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details += f"Chart generated: {'Yes' if chart_data else 'No'}\n"
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if chart_type:
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details += f"Chart type: {chart_type}\n"
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if chart_title:
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details += f"Chart title: {chart_title}\n"
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details += f"Response size: {len(response.text)} bytes"
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print(f"=== REQUEST COMPLETED SUCCESSFULLY ===")
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return sql, df, chart_image, f"β
Query completed successfully", details, "Success", chart_type, chart_title
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except requests.exceptions.ConnectionError as e:
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error_msg = f"Connection failed: {str(e)}"
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print(f"CONNECTION ERROR: {error_msg}")
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print(f"Traceback: {traceback.format_exc()}")
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return "", None, None, f"β {error_msg}", "Connection error", "Connection error", "", ""
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except requests.exceptions.Timeout:
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error_msg = "Request timed out after 300 seconds"
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print(f"TIMEOUT ERROR: {error_msg}")
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return "", None, None, f"β±οΈ {error_msg}", "Timeout error", "Timeout error", "", ""
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except requests.exceptions.RequestException as e:
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error_msg = f"Request exception: {str(e)}"
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print(f"REQUEST ERROR: {error_msg}")
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print(f"Traceback: {traceback.format_exc()}")
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return "", None, None, f"β {error_msg}", "Request error", "Request error", "", ""
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except Exception as e:
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error_msg = f"Unexpected error: {str(e)}"
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print(f"UNEXPECTED ERROR: {error_msg}")
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print(f"Traceback: {traceback.format_exc()}")
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return "", None, None, f"π¨ {error_msg}", f"Error: {str(e)}", "Unexpected error", "", ""
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def check_health():
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try:
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padding: 10px;
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background-color: #1e293b;
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}
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.chart-metadata {
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background-color: #1e293b;
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border: 1px solid #334155;
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border-radius: 8px;
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padding: 10px;
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margin-bottom: 10px;
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}
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/* Fix input text color */
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.gradio-container input[type="text"],
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.gradio-container textarea {
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example3 = gr.Button("Show members with their account balances", elem_classes=["example-btn"])
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example4 = gr.Button("Which member has the highest balance?", elem_classes=["example-btn"])
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with gr.Column():
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example5 = gr.Button("Show transaction trends over time", elem_classes=["example-btn"]) # Time series
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example6 = gr.Button("Count of members by status", elem_classes=["example-btn"]) # Bar chart
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example7 = gr.Button("Show distribution of transaction amounts", elem_classes=["example-btn"]) # Histogram
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example8 = gr.Button("Show correlations between numeric fields", elem_classes=["example-btn"]) # Heatmap
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gr.Markdown("### π©Ί API Health Check")
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health_btn = gr.Button("Check API Health", variant="secondary")
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)
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with gr.Tab("Visual Insights"):
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with gr.Row():
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with gr.Column(scale=3):
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chart_output = gr.Image(
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label="Chart",
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type="pil",
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height=400,
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elem_classes="chart-container"
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)
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with gr.Column(scale=1):
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gr.Markdown("### π Chart Information")
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chart_type_output = gr.Markdown(label="Chart Type", elem_classes="chart-metadata")
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chart_title_output = gr.Markdown(label="Chart Title", elem_classes="chart-metadata")
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gr.Markdown("### π Request Details")
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request_details = gr.Textbox(label="Request Details", interactive=False, lines=6)
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).then(
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fn=query_database,
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inputs=question_input,
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outputs=[sql_output, results_output, chart_output, chatbot_output, request_details, error_details, chart_type_output, chart_title_output]
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)
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submit_btn.click(
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fn=query_database,
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inputs=question_input,
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outputs=[sql_output, results_output, chart_output, chatbot_output, request_details, error_details, chart_type_output, chart_title_output]
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)
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# Launch
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