Update app.py

app.py

@@ -1,170 +1,162 @@
-import os
-import io
-import sys
-import gradio as gr
-from pathlib import Path
-from rich.console import Console
-
-# Import your custom modules
-from cli_app.command_handler import handle_command
-import cli_app.command_handler as handler
-from utils.logger import logger
-from vector_store.instruction_embedder import embed_analyze_instructions
-
-# Global console for local CLI use
-console = Console()
-
-def terminal_logic(command):
-    """
-    Captures Rich console output and detects if an image was generated.
-    Returns: (text_output, image_path)
-    """
-    output_buffer = io.StringIO()
-    temp_console = Console(
-        file=output_buffer, 
-        force_terminal=True, 
-        width=100, 
-        color_system=None, 
-        legacy_windows=False
-    )
+# import os
+# import io
+# import sys
+# import gradio as gr
+# from pathlib import Path
+# from rich.console import Console
+
+# # Import your custom modules
+# from cli_app.command_handler import handle_command
+# import cli_app.command_handler as handler
+# from utils.logger import logger
+# from vector_store.instruction_embedder import embed_analyze_instructions
+
+# # Global console for local CLI use
+# console = Console()
+
+# def terminal_logic(command):
+#     """
+#     Captures Rich console output and detects if an image was generated.
+#     Returns: (text_output, image_path)
+#     """
+#     output_buffer = io.StringIO()
+#     temp_console = Console(
+#         file=output_buffer, 
+#         force_terminal=True, 
+#         width=100, 
+#         color_system=None, 
+#         legacy_windows=False
+#     )
     
-    old_console = getattr(handler, 'console', None)
-    handler.console = temp_console 
+#     old_console = getattr(handler, 'console', None)
+#     handler.console = temp_console 
 
-    try:
-        if not command:
-            return "Enter a command.", None
+#     try:
+#         if command.lower() == "exit":
+#             return "Session ended. Refresh to restart.", None
 
-        if command.lower() == "exit":
-            return "Session ended. Refresh to restart.", None
-
-        # Execute logic
-        result = handle_command(command)
-        captured = output_buffer.getvalue()
-        
-        # --- PLOT DETECTION LOGIC ---
-        image_path = None
-        combined_output = f"{captured}\n{result if result else ''}"
+#         # Execute logic
+#         result = handle_command(command)
+#         captured = output_buffer.getvalue()
         
-        if ".png" in combined_output:
-            words = combined_output.split()
-            for word in words:
-                clean_path = word.strip(".,![]'\"")
-                if clean_path.endswith(".png") and os.path.exists(clean_path):
-                    image_path = clean_path
-                    break
-
-        full_text = combined_output.strip()
-        return full_text or "Command executed.", image_path
-
-    except Exception as e:
-        logger.error(f"Space Terminal Error: {e}")
-        return f"Error: {str(e)}", None
-    finally:
-        if old_console:
-            handler.console = old_console
-
-def run_space_interface():
-    # 1. Initialize Vector Store instructions
-    embed_analyze_instructions()
-
-    # 2. AUTO-HYDRATE DATA (Detects Parquet and Pickles)
-    data_dir = Path("data/datasets")
-    found_data = False
-
-    if data_dir.exists():
-        for file in os.listdir(data_dir):
-            if file.endswith((".parquet", ".pkl")) and "embeddings" not in file:
-                try:
-                    handler.handle_command(f"load {data_dir / file}")
-                    found_data = True
-                except:
-                    pass
-
-    # 3. Generate Help Table for Welcome Screen
-    help_buffer = io.StringIO()
-    help_console = Console(file=help_buffer, force_terminal=True, width=100, color_system=None)
+#         # --- PLOT DETECTION LOGIC ---
+#         # Look for a path in the result or captured text (e.g., "output/plot.png")
+#         # Adjust the 'output' string to match where your tool saves PNGs
+#         image_path = None
+#         if ".png" in captured or (result and ".png" in result):
+#             # Simple heuristic: find a word ending in .png
+#             words = (captured + (result or "")).split()
+#             for word in words:
+#                 if word.endswith(".png") and os.path.exists(word):
+#                     image_path = word
+#                     break
+
+#         full_text = f"{captured}\n{result if result else ''}".strip()
+#         return full_text or "Command executed.", image_path
+
+#     except Exception as e:
+#         logger.error(f"Space Terminal Error: {e}")
+#         return f"Error: {str(e)}", None
+#     finally:
+#         if old_console:
+#             handler.console = old_console
+
+# def run_space_interface():
+#     # 1. Initialize Vector Store instructions
+#     embed_analyze_instructions()
+
+#     # 2. AUTO-HYDRATE DATA (Detects Parquet and Pickles)
+#     # Looking in data/datasets/ because that's where your sync folder puts them
+#     data_dir = Path("data/datasets")
+#     found_data = False
+
+#     if data_dir.exists():
+#         for file in os.listdir(data_dir):
+#             if file.endswith((".parquet", ".pkl")) and "embeddings" not in file:
+#                 try:
+#                     # Simulates 'load data/datasets/filename'
+#                     handler.handle_command(f"load {data_dir / file}")
+#                     found_data = True
+#                 except:
+#                     pass
+
+#     # 3. Generate Help Table for Welcome Screen
+#     help_buffer = io.StringIO()
+#     help_console = Console(file=help_buffer, force_terminal=True, width=100, color_system=None)
     
-    old_console = getattr(handler, 'console', None)
-    handler.console = help_console
-    handler.handle_command("help")
-    welcome_table = help_buffer.getvalue()
-    handler.console = old_console
-
-    status_msg = "✅ Datasets Ready" if found_data else "⚠️ No Datasets Found. Use 'load <path>'"
-    welcome_text = f"WELCOME TO EDA EXPLORER\n{status_msg}\n{'='*25}\n{welcome_table}"
-
-    # 4. Build the Modern Terminal UI
-    # analytics_enabled=False and show_api=False are the key fixes for the TypeError
-    with gr.Blocks(
-        title="EDA Explorer Terminal",
-        theme=gr.themes.Monochrome(),
-        analytics_enabled=False
-    ) as demo:
-        
-        gr.Markdown("# 📊 EDA Explorer Terminal")
+#     old_console = getattr(handler, 'console', None)
+#     handler.console = help_console
+#     handler.handle_command("help")
+#     welcome_table = help_buffer.getvalue()
+#     handler.console = old_console
+
+#     status_msg = "✅ Datasets Ready" if found_data else "⚠️ No Datasets Found. Use 'load <path>'"
+#     welcome_text = f"WELCOME TO EDA EXPLORER\n{status_msg}\n{'='*25}\n{welcome_table}"
+
+#     # 4. Build the Modern Terminal UI
+#     with gr.Blocks(title="EDA Explorer Terminal", theme="monochrome") as demo:
+#         gr.Markdown("# 📊 EDA Explorer Terminal")
         
-        with gr.Row():
-            with gr.Column(scale=3):
-                # FIX: Removed language="markdown" as it sometimes conflicts with raw text schema
-                output_box = gr.Textbox(
-                    value=welcome_text,
-                    label="Console Output",
-                    lines=25,
-                    max_lines=25,
-                    interactive=False
-                )
-            with gr.Column(scale=2):
-                # FIX: Removed interactive=False as it's the #1 cause of the 'bool' iterable error
-                plot_output = gr.Image(
-                    label="Visual Analysis", 
-                    type="filepath"
-                )
+#         with gr.Row():
+#             with gr.Column(scale=3):
+#                 output_box = gr.Code(
+#                     value=welcome_text,
+#                     label="Console Output", 
+#                     language="markdown",
+#                     lines=25
+#                 )
+#             with gr.Column(scale=2):
+#                 plot_output = gr.Image(
+#                     label="Visual Analysis", 
+#                     type="filepath",
+#                     interactive=False
+#                 )
         
-        input_box = gr.Textbox(
-            label="Command Line", 
-            placeholder="e.g., analyze titanic or histogram Age in titanic", 
-            autofocus=True
-        )
-
-        gr.Examples(
-            examples=[
-                ["list"], 
-                ["NL: show top 10 rows in titanic"],
-                ["NL: average Age in titanic"],
-                ["NL: histogram of Age in titanic"],
-                ["NL: bar chart of Gender in Customer_Churn"]
-            ],
-            inputs=input_box,
-            label="Quick Actions"
-        )
-
-        # FIX: Added api_name=None to stop the schema generator from touching this function
-        input_box.submit(
-            fn=terminal_logic, 
-            inputs=input_box, 
-            outputs=[output_box, plot_output],
-            api_name=None
-        )
+#         input_box = gr.Textbox(
+#             label="Command Line", 
+#             placeholder="e.g., analyze titanic or histogram Age in titanic", 
+#             autofocus=True
+#         )
+
+#         gr.Examples(
+#             examples=[
+#                 ["list"], 
+#                 ["analyze titanic"], 
+#                 ["histogram Age in titanic"], 
+#                 ["info Customer_Churn"]
+#             ],
+#             inputs=input_box,
+#             label="Quick Actions"
+#         )
+
+#         # Submit triggers the logic and updates BOTH the text and the image
+#         input_box.submit(
+#             fn=terminal_logic, 
+#             inputs=input_box, 
+#             outputs=[output_box, plot_output]
+#         )
         
-    # FIX: show_api=False kills the background process that triggers the error
-    demo.launch(server_name="0.0.0.0", server_port=7860, show_api=False)
-
-def run_cli():
-    """Standard local terminal loop."""
-    embed_analyze_instructions() 
-    console.print("\n[bold cyan]EDA Explorer CLI[/bold cyan]")
-    while True:
-        try:
-            cmd = console.input("[bold yellow]> [/bold yellow]")
-            if cmd.lower() == "exit": break
-            result = handle_command(cmd)
-            if result: console.print(result)
-        except (KeyboardInterrupt, EOFError): break
-        except Exception as e: console.print(f"[red]Error:[/red] {e}")
-
-if __name__ == "__main__":
-    if "SPACE_ID" in os.environ:
-        run_space_interface()
-    else:
-        run_cli()
+#     demo.launch(server_name="0.0.0.0", server_port=7860)
+
+# def run_cli():
+#     """Standard local terminal loop."""
+#     embed_analyze_instructions() 
+#     console.print("\n[bold cyan]EDA Explorer CLI[/bold cyan]")
+#     while True:
+#         try:
+#             cmd = console.input("[bold yellow]> [/bold yellow]")
+#             if cmd.lower() == "exit": break
+#             result = handle_command(cmd)
+#             if result: console.print(result)
+#         except (KeyboardInterrupt, EOFError): break
+#         except Exception as e: console.print(f"[red]Error:[/red] {e}")
+
+# if __name__ == "__main__":
+#     if "SPACE_ID" in os.environ:
+#         run_space_interface()
+#     else:
+#         run_cli()
+
+
+
+