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import datetime
from typing import Dict, List, Any, Union, Optional
import gradio as gr

# Import utilities
from utils.storage import load_data, save_data, export_to_markdown, safe_get
from utils.state import generate_id, get_timestamp, record_activity
from utils.ai_models import analyze_sentiment, summarize_text, generate_text
from utils.ui_components import create_stat_card, create_activity_item

# Import new modules
from utils.config import FILE_PATHS
from utils.logging import setup_logger
from utils.error_handling import handle_exceptions

# Initialize logger
logger = setup_logger(__name__)

@handle_exceptions
def create_notes_page(state: Dict[str, Any]) -> None:
    """
    Create the notes page with note-taking and organization features
    
    Args:
        state: Application state
    """
    logger.info("Creating notes page")
    # Create the notes page layout
    with gr.Column(elem_id="notes-page"):
        gr.Markdown("# πŸ“ Notes")
        
        # Notes views and actions
        with gr.Row():
            # View selector
            view_selector = gr.Radio(
                choices=["All Notes", "Recent", "Favorites", "Tags"],
                value="All Notes",
                label="View",
                elem_id="notes-view-selector"
            )
            
            # Search box
            search_box = gr.Textbox(
                placeholder="Search notes...",
                label="Search",
                elem_id="notes-search"
            )
            
            # Add note button
            add_note_btn = gr.Button("βž• Add Note", elem_classes=["action-button"])
        
        # Notes container
        with gr.Row(elem_id="notes-container"):
            # Notes list sidebar
            with gr.Column(scale=1, elem_id="notes-sidebar"):
                # Notes list
                notes_list = gr.Dataframe(
                    headers=["Title", "Updated"],
                    datatype=["str", "str"],
                    col_count=(2, "fixed"),
                    elem_id="notes-list"
                )
                
                # Tags filter (only visible in Tags view)
                tags_filter = gr.Dropdown(
                    multiselect=True,
                    label="Filter by Tags",
                    elem_id="tags-filter",
                    visible=False
                )
            
            # Note editor
            with gr.Column(scale=3, elem_id="note-editor"):
                # Note title
                note_title = gr.Textbox(
                    placeholder="Note title",
                    label="Title",
                    elem_id="note-title"
                )
                
                # Note tags
                note_tags = gr.Textbox(
                    placeholder="tag1, tag2, tag3",
                    label="Tags (comma separated)",
                    elem_id="note-tags"
                )
                
                # Note content
                note_content = gr.Textbox(
                    placeholder="Write your note here...",
                    label="Content",
                    lines=15,
                    elem_id="note-content"
                )
                
                # Note metadata
                note_metadata = gr.Markdown(
                    "*No note selected*",
                    elem_id="note-metadata"
                )
                
                # Note actions
                with gr.Row():
                    favorite_btn = gr.Button("⭐ Favorite", elem_classes=["action-button"])
                    export_btn = gr.Button("πŸ“€ Export", elem_classes=["action-button"])
                    delete_btn = gr.Button("πŸ—‘οΈ Delete", elem_classes=["action-button"])
                
                save_note_btn = gr.Button("πŸ’Ύ Save Note", elem_classes=["primary-button"])
                
                # AI features
                with gr.Accordion("πŸ€– AI Features", open=False):
                    with gr.Row():
                        # AI Sentiment Analysis
                        analyze_sentiment_btn = gr.Button("Analyze Sentiment")
                        # AI Summarization
                        summarize_btn = gr.Button("Summarize Note")
                        # AI Suggestions
                        suggest_btn = gr.Button("Get Suggestions")
                    
                    # AI Output
                    ai_output = gr.Markdown(
                        "*AI features will appear here*",
                        elem_id="ai-output"
                    )
        
        # Function to update notes list
        @handle_exceptions
        def update_notes_list(view, search_query="", tags=None):
            """Update the notes list based on view, search, and tags"""
            logger.debug(f"Updating notes list with view: {view}, search: {search_query}, tags: {tags}")
            notes = safe_get(state, "notes", [])
            filtered_notes = []
            
            # Apply view filter
            if view == "Recent":
                # Sort by last updated and take the 10 most recent
                notes.sort(key=lambda x: x.get("updated_at", ""), reverse=True)
                filtered_notes = notes[:10]
            elif view == "Favorites":
                filtered_notes = [note for note in notes if note.get("favorite", False)]
            elif view == "Tags" and tags:
                # Filter by selected tags
                filtered_notes = [note for note in notes if 
                                any(tag in safe_get(note, "tags", []) for tag in tags)]
            else:  # All Notes
                filtered_notes = notes
            
            # Apply search filter if provided
            if search_query:
                search_query = search_query.lower()
                filtered_notes = [note for note in filtered_notes if 
                                search_query in safe_get(note, "title", "").lower() or 
                                search_query in safe_get(note, "content", "").lower()]
            
            # Format data for the table
            table_data = []
            for note in filtered_notes:
                # Format updated date
                updated = "Unknown"
                if "updated_at" in note:
                    try:
                        updated_at = datetime.datetime.fromisoformat(note["updated_at"])
                        updated = updated_at.strftime("%b %d, %Y")
                    except:
                        logger.warning(f"Failed to parse updated_at date for note: {note.get('id', 'unknown')}")
                
                # Add favorite indicator to title if favorited
                title = safe_get(note, "title", "Untitled Note")
                if note.get("favorite", False):
                    title = f"⭐ {title}"
                
                table_data.append([title, updated])
            
            # Update tags dropdown if in Tags view
            all_tags = set()
            for note in notes:
                all_tags.update(safe_get(note, "tags", []))
            
            return table_data, list(all_tags), gr.update(visible=(view == "Tags"))
        
        # Set up view switching and search
        view_selector.change(
            update_notes_list,
            inputs=[view_selector, search_box, tags_filter],
            outputs=[notes_list, tags_filter, tags_filter]
        )
        
        search_box.change(
            update_notes_list,
            inputs=[view_selector, search_box, tags_filter],
            outputs=[notes_list, tags_filter, tags_filter]
        )
        
        tags_filter.change(
            update_notes_list,
            inputs=[view_selector, search_box, tags_filter],
            outputs=[notes_list, tags_filter, tags_filter]
        )
        
        # Current note ID (hidden state)
        current_note_id = gr.State(None)
        
        # Function to load a note
        @handle_exceptions
        def load_note(evt: gr.SelectData, notes_table, current_id):
            """Load a note when selected from the list"""
            logger.debug(f"Loading note at index {evt.index[0]}")
            if evt.index[0] >= len(safe_get(state, "notes", [])):
                logger.warning("Note index out of range")
                return None, "", "", "", "*No note selected*", current_id
            
            # Get the selected note
            notes = safe_get(state, "notes", [])
            notes.sort(key=lambda x: x.get("updated_at", ""), reverse=True)
            note = notes[evt.index[0]]
            
            # Format metadata
            created_at = "Unknown"
            updated_at = "Unknown"
            
            if "created_at" in note:
                try:
                    created_dt = datetime.datetime.fromisoformat(note["created_at"])
                    created_at = created_dt.strftime("%b %d, %Y at %H:%M")
                except:
                    logger.warning(f"Failed to parse created_at date for note: {note.get('id', 'unknown')}")
            
            if "updated_at" in note:
                try:
                    updated_dt = datetime.datetime.fromisoformat(note["updated_at"])
                    updated_at = updated_dt.strftime("%b %d, %Y at %H:%M")
                except:
                    logger.warning(f"Failed to parse updated_at date for note: {note.get('id', 'unknown')}")
            
            metadata = f"*Created: {created_at} | Last updated: {updated_at}*"
            
            # Format tags
            tags_str = ", ".join(safe_get(note, "tags", []))
            
            return safe_get(note, "title", ""), tags_str, safe_get(note, "content", ""), metadata, note["id"]
        
        # Set up note selection
        notes_list.select(
            load_note,
            inputs=[notes_list, current_note_id],
            outputs=[note_title, note_tags, note_content, note_metadata, current_note_id]
        )
        
        # Function to save a note
        @handle_exceptions
        def save_note(title, tags_str, content, note_id):
            """Save a note (create new or update existing)"""
            logger.debug(f"Saving note with ID: {note_id if note_id else 'new'}")
            if not title.strip():
                logger.warning("Attempted to save note without title")
                return "Please enter a note title", note_id
            
            # Parse tags
            tags = [tag.strip() for tag in tags_str.split(",") if tag.strip()]
            
            # Get current timestamp
            timestamp = get_timestamp()
            
            if note_id:  # Update existing note
                # Find the note
                for note in safe_get(state, "notes", []):
                    if note["id"] == note_id:
                        # Update note
                        note["title"] = title.strip()
                        note["content"] = content
                        note["tags"] = tags
                        note["updated_at"] = timestamp
                        
                        # Record activity
                        record_activity(state, {
                            "type": "note_updated",
                            "title": title,
                            "timestamp": timestamp
                        })
                        break
            else:  # Create new note
                # Create new note
                new_note = {
                    "id": generate_id(),
                    "title": title.strip(),
                    "content": content,
                    "tags": tags,
                    "favorite": False,
                    "created_at": timestamp,
                    "updated_at": timestamp
                }
                
                # Add to state
                if "notes" not in state:
                    state["notes"] = []
                state["notes"].append(new_note)
                
                # Update stats
                if "stats" not in state:
                    state["stats"] = {}
                if "notes_total" not in state["stats"]:
                    state["stats"]["notes_total"] = 0
                state["stats"]["notes_total"] += 1
                
                # Record activity
                record_activity(state, {
                    "type": "note_created",
                    "title": title,
                    "timestamp": timestamp
                })
                
                # Set as current note
                note_id = new_note["id"]
            
            # Save to file
            save_data(FILE_PATHS["notes"], safe_get(state, "notes", []))
            
            # Update notes list
            update_notes_list(view_selector.value, search_box.value, tags_filter.value)
            
            return "Note saved successfully!", note_id
        
        # Set up save note action
        save_note_btn.click(
            save_note,
            inputs=[note_title, note_tags, note_content, current_note_id],
            outputs=[gr.Markdown(visible=False), current_note_id]
        )
        
        # Function to toggle favorite
        @handle_exceptions
        def toggle_favorite(note_id):
            """Toggle favorite status of a note"""
            logger.debug(f"Toggling favorite status for note: {note_id}")
            if not note_id:
                logger.warning("Attempted to toggle favorite without a selected note")
                return "No note selected"
            
            # Find the note
            for note in safe_get(state, "notes", []):
                if note["id"] == note_id:
                    # Toggle favorite
                    note["favorite"] = not note.get("favorite", False)
                    
                    # Save to file
                    save_data(FILE_PATHS["notes"], safe_get(state, "notes", []))
                    
                    # Update notes list
                    update_notes_list(view_selector.value, search_box.value, tags_filter.value)
                    
                    return f"Note {'added to' if note['favorite'] else 'removed from'} favorites"
            
            logger.warning(f"Note not found with ID: {note_id}")
            return "Note not found"
        
        # Set up favorite button
        favorite_btn.click(
            toggle_favorite,
            inputs=[current_note_id],
            outputs=[gr.Markdown(visible=False)]
        )
        
        # Function to delete a note
        @handle_exceptions
        def delete_note(note_id):
            """Delete a note"""
            logger.debug(f"Deleting note: {note_id}")
            if not note_id:
                logger.warning("Attempted to delete without a selected note")
                return "No note selected", note_id, "", "", "", "*No note selected*"
            
            # Find the note
            for i, note in enumerate(safe_get(state, "notes", [])):
                if note["id"] == note_id:
                    # Record activity
                    record_activity(state, {
                        "type": "note_deleted",
                        "title": safe_get(note, "title", "Untitled Note"),
                        "timestamp": get_timestamp()
                    })
                    
                    # Remove note
                    state["notes"].pop(i)
                    
                    # Update stats
                    state["stats"]["notes_total"] -= 1
                    
                    # Save to file
                    save_data(FILE_PATHS["notes"], safe_get(state, "notes", []))
                    
                    # Update notes list
                    update_notes_list(view_selector.value, search_box.value, tags_filter.value)
                    
                    return "Note deleted", None, "", "", "", "*No note selected*"
            
            logger.warning(f"Note not found with ID: {note_id}")
            return "Note not found", note_id, note_title.value, note_tags.value, note_content.value, note_metadata.value
        
        # Set up delete button
        delete_btn.click(
            delete_note,
            inputs=[current_note_id],
            outputs=[gr.Markdown(visible=False), current_note_id, note_title, note_tags, note_content, note_metadata]
        )
        
        # Function to export a note
        @handle_exceptions
        def export_note(note_id):
            """Export a note to Markdown"""
            logger.debug(f"Exporting note: {note_id}")
            if not note_id:
                logger.warning("Attempted to export without a selected note")
                return "No note selected"
            
            # Find the note
            for note in safe_get(state, "notes", []):
                if note["id"] == note_id:
                    # Export to Markdown
                    filename = f"note_{note_id}.md"
                    content = f"# {safe_get(note, 'title', 'Untitled Note')}\n\n"
                    
                    # Add tags if present
                    if note.get("tags"):
                        content += "Tags: " + ", ".join(note["tags"]) + "\n\n"
                    
                    # Add content
                    content += safe_get(note, "content", "")
                    
                    # Add metadata
                    content += "\n\n---\n"
                    if "created_at" in note:
                        try:
                            created_dt = datetime.datetime.fromisoformat(note["created_at"])
                            content += f"Created: {created_dt.strftime('%Y-%m-%d %H:%M')}\n"
                        except:
                            logger.warning(f"Failed to parse created_at date for note: {note_id}")
                    
                    if "updated_at" in note:
                        try:
                            updated_dt = datetime.datetime.fromisoformat(note["updated_at"])
                            content += f"Last updated: {updated_dt.strftime('%Y-%m-%d %H:%M')}"
                        except:
                            logger.warning(f"Failed to parse updated_at date for note: {note_id}")
                    
                    # Export
                    export_to_markdown(filename, content)
                    
                    # Record activity
                    record_activity(state, {
                        "type": "note_exported",
                        "title": safe_get(note, "title", "Untitled Note"),
                        "timestamp": get_timestamp()
                    })
                    
                    return f"Note exported as {filename}"
            
            logger.warning(f"Note not found with ID: {note_id}")
            return "Note not found"
        
        # Set up export button
        export_btn.click(
            export_note,
            inputs=[current_note_id],
            outputs=[gr.Markdown(visible=False)]
        )
        
        # Function to analyze sentiment
        @handle_exceptions
        def analyze_note_sentiment(content):
            """Analyze the sentiment of note content"""
            logger.debug("Analyzing note sentiment")
            if not content.strip():
                logger.warning("Attempted to analyze sentiment with empty content")
                return "Please enter some content to analyze"
            
            sentiment = analyze_sentiment(content)
            
            # Format sentiment result
            if sentiment == "positive":
                return "**Sentiment Analysis:** 😊 Positive - Your note has an optimistic and upbeat tone."
            elif sentiment == "negative":
                return "**Sentiment Analysis:** πŸ˜” Negative - Your note has a pessimistic or critical tone."
            else:  # neutral
                return "**Sentiment Analysis:** 😐 Neutral - Your note has a balanced or objective tone."
        
        # Set up sentiment analysis button
        analyze_sentiment_btn.click(
            analyze_note_sentiment,
            inputs=[note_content],
            outputs=[ai_output]
        )
        
        # Function to summarize note
        @handle_exceptions
        def summarize_note_content(content):
            """Summarize the content of a note"""
            logger.debug("Summarizing note content")
            if not content.strip():
                logger.warning("Attempted to summarize empty content")
                return "Please enter some content to summarize"
            
            if len(content.split()) < 30:
                logger.info("Note too short to summarize")
                return "Note is too short to summarize. Add more content."
            
            summary = summarize_text(content)
            
            return f"**Summary:**\n\n{summary}"
        
        # Set up summarize button
        summarize_btn.click(
            summarize_note_content,
            inputs=[note_content],
            outputs=[ai_output]
        )
        
        # Function to get suggestions
        @handle_exceptions
        def get_note_suggestions(title, content):
            """Get AI suggestions for the note"""
            logger.debug("Getting note suggestions")
            if not content.strip():
                logger.warning("Attempted to get suggestions with empty content")
                return "Please enter some content to get suggestions"
            
            # Generate suggestions based on note content
            prompt = f"Based on this note titled '{title}', suggest some improvements or related ideas:\n\n{content[:500]}"
            suggestions = generate_text(prompt)
            
            return f"**Suggestions:**\n\n{suggestions}"
        
        # Set up suggestions button
        suggest_btn.click(
            get_note_suggestions,
            inputs=[note_title, note_content],
            outputs=[ai_output]
        )
        
        # Function to show add note modal
        @handle_exceptions
        def show_add_note():
            """Clear the editor and prepare for a new note"""
            logger.debug("Showing add note form")
            return "", "", "", "*New note*", None
        
        # Set up add note button
        add_note_btn.click(
            show_add_note,
            inputs=[],
            outputs=[note_title, note_tags, note_content, note_metadata, current_note_id]
        )
        
        # Initialize notes list
        notes_list.value, tags_options, _ = update_notes_list("All Notes")
        tags_filter.choices = tags_options