462 lines
17 KiB
Python
462 lines
17 KiB
Python
"""
|
|
PromptManagerText: A text-only version of PromptManager that outputs STRING
|
|
without CLIP encoding, while maintaining all database and search features.
|
|
"""
|
|
|
|
import datetime
|
|
import hashlib
|
|
import json
|
|
import os
|
|
import time
|
|
import webbrowser
|
|
from typing import Any, Dict, List, Optional, Tuple
|
|
|
|
# Import logging system
|
|
try:
|
|
from .utils.logging_config import get_logger
|
|
except ImportError:
|
|
import sys
|
|
|
|
sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
|
|
from utils.logging_config import get_logger
|
|
|
|
try:
|
|
from comfy.comfy_types import IO, ComfyNodeABC, InputTypeDict
|
|
except ImportError:
|
|
# Fallback for older ComfyUI versions
|
|
class ComfyNodeABC:
|
|
pass
|
|
|
|
class IO:
|
|
STRING = "STRING"
|
|
CLIP = "CLIP"
|
|
CONDITIONING = "CONDITIONING"
|
|
|
|
InputTypeDict = dict
|
|
|
|
try:
|
|
from .database.operations import PromptDatabase
|
|
from .utils.comfyui_integration import get_comfyui_integration
|
|
from .utils.image_monitor import get_image_monitor
|
|
from .utils.prompt_tracker import PromptExecutionContext, get_prompt_tracker
|
|
except ImportError:
|
|
# For direct imports when not in a package
|
|
import os
|
|
import sys
|
|
|
|
sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
|
|
from database.operations import PromptDatabase
|
|
from utils.comfyui_integration import get_comfyui_integration
|
|
from utils.image_monitor import get_image_monitor
|
|
from utils.prompt_tracker import PromptExecutionContext, get_prompt_tracker
|
|
|
|
|
|
class PromptManagerText(ComfyNodeABC):
|
|
"""
|
|
A ComfyUI custom node that provides all PromptManager features but outputs
|
|
only a STRING without CLIP encoding. Includes:
|
|
- Persistent storage of all prompts in SQLite database
|
|
- Search and retrieval capabilities
|
|
- Metadata management (categories, tags, ratings, notes)
|
|
- Duplicate detection via SHA256 hashing
|
|
- Text concatenation with prepend/append functionality
|
|
"""
|
|
|
|
def __init__(self):
|
|
self.logger = get_logger("prompt_manager_text.node")
|
|
self.logger.debug("Initializing PromptManagerText node")
|
|
|
|
self.db = PromptDatabase()
|
|
# Use singleton getters to ensure only one tracker/monitor exists
|
|
self.prompt_tracker = get_prompt_tracker(self.db)
|
|
self.image_monitor = get_image_monitor(self.db, self.prompt_tracker)
|
|
self.comfyui_integration = get_comfyui_integration()
|
|
|
|
# Start image monitoring automatically
|
|
self._start_gallery_system()
|
|
self.logger.debug("PromptManagerText node initialization completed")
|
|
|
|
@classmethod
|
|
def INPUT_TYPES(cls) -> InputTypeDict:
|
|
return {
|
|
"required": {
|
|
"text": (
|
|
IO.STRING,
|
|
{
|
|
"multiline": True,
|
|
"dynamicPrompts": True,
|
|
"tooltip": "The text prompt to be processed and saved to database.",
|
|
},
|
|
)
|
|
},
|
|
"optional": {
|
|
"category": (
|
|
IO.STRING,
|
|
{
|
|
"default": "",
|
|
"tooltip": "Optional category for organizing prompts (e.g., 'landscapes', 'portraits')",
|
|
},
|
|
),
|
|
"tags": (
|
|
IO.STRING,
|
|
{
|
|
"default": "",
|
|
"tooltip": "Comma-separated tags for the prompt (e.g., 'anime, detailed, sunset')",
|
|
},
|
|
),
|
|
"search_text": (
|
|
IO.STRING,
|
|
{
|
|
"default": "",
|
|
"tooltip": "Search for past prompts containing this text",
|
|
},
|
|
),
|
|
"prepend_text": (
|
|
IO.STRING,
|
|
{
|
|
"default": "",
|
|
"tooltip": "Text to prepend to the main prompt (connected STRING nodes will be added before the main text)",
|
|
},
|
|
),
|
|
"append_text": (
|
|
IO.STRING,
|
|
{
|
|
"default": "",
|
|
"tooltip": "Text to append to the main prompt (connected STRING nodes will be added after the main text)",
|
|
},
|
|
),
|
|
},
|
|
}
|
|
|
|
RETURN_TYPES = (IO.STRING,)
|
|
OUTPUT_TOOLTIPS = (
|
|
"The final combined text string (with prepend/append applied) ready for use in other nodes.",
|
|
)
|
|
FUNCTION = "process_text"
|
|
CATEGORY = "🫶 ComfyAssets/🧠 Prompts"
|
|
DESCRIPTION = (
|
|
"Processes and manages text prompts with database storage and search capabilities. "
|
|
"Outputs a plain STRING that can be used with any node that accepts text input. "
|
|
"Includes all PromptManager features: categorization, tagging, search, and prepend/append functionality."
|
|
)
|
|
|
|
def process_text(
|
|
self,
|
|
text: str,
|
|
category: str = "",
|
|
tags: str = "",
|
|
search_text: str = "",
|
|
prepend_text: str = "",
|
|
append_text: str = "",
|
|
) -> Tuple[str]:
|
|
"""
|
|
Process the text prompt and save it to the database.
|
|
|
|
Args:
|
|
text: The text prompt to process
|
|
category: Optional category for organization
|
|
tags: Comma-separated tags
|
|
search_text: Text to search for in past prompts
|
|
prepend_text: Text to prepend to the main prompt
|
|
append_text: Text to append to the main prompt
|
|
|
|
Returns:
|
|
Tuple containing the final processed text string
|
|
"""
|
|
# Combine prepend, main text, and append text
|
|
final_text = ""
|
|
if prepend_text and prepend_text.strip():
|
|
final_text += prepend_text.strip() + " "
|
|
final_text += text
|
|
if append_text and append_text.strip():
|
|
final_text += " " + append_text.strip()
|
|
|
|
# For database storage, save the original main text with metadata about prepend/append
|
|
storage_text = text
|
|
|
|
# Search functionality is now handled by the JavaScript UI
|
|
# The search parameters are still available for backend processing if needed
|
|
|
|
# Save prompt to database and set execution context for gallery tracking
|
|
prompt_id = None
|
|
if storage_text and storage_text.strip():
|
|
self.logger.debug(f"Processing prompt text: {storage_text[:100]}...")
|
|
|
|
# Add prepend/append info to tags if they exist
|
|
extended_tags = self._parse_tags(tags) or []
|
|
if prepend_text and prepend_text.strip():
|
|
extended_tags.append(f"prepend:{prepend_text.strip()[:50]}")
|
|
if append_text and append_text.strip():
|
|
extended_tags.append(f"append:{append_text.strip()[:50]}")
|
|
|
|
try:
|
|
prompt_id = self._save_prompt_to_database(
|
|
text=storage_text.strip(), # Always strip whitespace
|
|
category=category.strip() if category else None,
|
|
tags=extended_tags if extended_tags else None,
|
|
)
|
|
|
|
# Set current prompt for image tracking
|
|
if prompt_id:
|
|
execution_id = self.prompt_tracker.set_current_prompt(
|
|
prompt_text=final_text.strip(), # Use final combined text for tracking
|
|
additional_data={
|
|
"category": category.strip() if category else None,
|
|
"tags": extended_tags,
|
|
"prompt_id": prompt_id,
|
|
"prepend_text": (
|
|
prepend_text.strip() if prepend_text else None
|
|
),
|
|
"append_text": append_text.strip() if append_text else None,
|
|
},
|
|
)
|
|
self.logger.debug(
|
|
f"Set execution context: {execution_id} for prompt ID: {prompt_id}"
|
|
)
|
|
|
|
except Exception as e:
|
|
# Log error but don't fail the processing
|
|
self.logger.warning(f"Failed to save prompt to database: {e}")
|
|
|
|
# Register with ComfyUI integration for standard metadata compatibility
|
|
node_id = f"promptmanagertext_{int(time.time() * 1000)}" # Unique node ID
|
|
self.comfyui_integration.register_prompt(
|
|
node_id,
|
|
final_text.strip(),
|
|
{
|
|
"category": category.strip() if category else None,
|
|
"tags": extended_tags,
|
|
"prompt_id": prompt_id,
|
|
"prepend_text": prepend_text.strip() if prepend_text else None,
|
|
"append_text": append_text.strip() if append_text else None,
|
|
},
|
|
)
|
|
|
|
self.logger.debug(f"Text processing completed: {final_text[:100]}...")
|
|
return (final_text,)
|
|
|
|
def _save_prompt_to_database(
|
|
self, text: str, category: Optional[str] = None, tags: Optional[list] = None
|
|
) -> Optional[int]:
|
|
"""
|
|
Save the prompt to the SQLite database.
|
|
|
|
Args:
|
|
text: The prompt text
|
|
category: Optional category
|
|
tags: List of tags
|
|
|
|
Returns:
|
|
The prompt ID if saved successfully, None otherwise
|
|
"""
|
|
try:
|
|
# Generate hash for duplicate detection
|
|
prompt_hash = self._generate_hash(text)
|
|
self.logger.debug(f"Generated hash for prompt: {prompt_hash[:16]}...")
|
|
|
|
# Check if prompt already exists
|
|
existing = self.db.get_prompt_by_hash(prompt_hash)
|
|
if existing:
|
|
self.logger.info(
|
|
f"Found existing prompt with ID {existing['id']}, updating metadata"
|
|
)
|
|
# Update metadata if this is a duplicate with new info
|
|
if any([category, tags]):
|
|
self.db.update_prompt_metadata(
|
|
prompt_id=existing["id"], category=category, tags=tags
|
|
)
|
|
self.logger.debug("Updated metadata for existing prompt")
|
|
return existing["id"]
|
|
|
|
# Save new prompt
|
|
self.logger.debug(
|
|
f"Saving new prompt with category: {category}, tags: {tags}"
|
|
)
|
|
prompt_id = self.db.save_prompt(
|
|
text=text, category=category, tags=tags, prompt_hash=prompt_hash
|
|
)
|
|
|
|
if prompt_id:
|
|
self.logger.debug(f"Successfully saved new prompt with ID: {prompt_id}")
|
|
else:
|
|
self.logger.warning("Failed to save prompt - no ID returned")
|
|
|
|
return prompt_id
|
|
|
|
except Exception as e:
|
|
self.logger.error(f"Error saving prompt to database: {e}")
|
|
return None
|
|
|
|
def _generate_hash(self, text: str) -> str:
|
|
"""
|
|
Generate SHA256 hash for the prompt text.
|
|
|
|
Args:
|
|
text: The prompt text to hash
|
|
|
|
Returns:
|
|
Hexadecimal string representation of the SHA256 hash
|
|
"""
|
|
# Normalize text for consistent hashing (strip whitespace, normalize case)
|
|
normalized_text = text.strip().lower()
|
|
return hashlib.sha256(normalized_text.encode("utf-8")).hexdigest()
|
|
|
|
def _parse_tags(self, tags_string: str) -> Optional[list]:
|
|
"""
|
|
Parse comma-separated tags string into a list.
|
|
|
|
Args:
|
|
tags_string: Comma-separated string of tags
|
|
|
|
Returns:
|
|
List of parsed tags, or None if no valid tags found
|
|
"""
|
|
if not tags_string or not tags_string.strip():
|
|
return None
|
|
|
|
tags = [tag.strip() for tag in tags_string.split(",") if tag.strip()]
|
|
return tags if tags else None
|
|
|
|
def _search_prompts(self, search_text: str = "") -> List[Dict[str, Any]]:
|
|
"""
|
|
Search for past prompts by text content.
|
|
|
|
Args:
|
|
search_text: Text to search for in prompt database
|
|
|
|
Returns:
|
|
List of matching prompt dictionaries with metadata
|
|
"""
|
|
try:
|
|
if not search_text or not search_text.strip():
|
|
return []
|
|
|
|
results = self.db.search_prompts(
|
|
text=search_text.strip(),
|
|
category=None,
|
|
tags=None,
|
|
rating_min=None,
|
|
limit=50,
|
|
)
|
|
|
|
return results
|
|
|
|
except Exception as e:
|
|
self.logger.error(f"Error searching prompts: {e}")
|
|
return []
|
|
|
|
def _open_web_interface(self):
|
|
"""
|
|
Open the web interface in the default browser.
|
|
|
|
Attempts to locate and open the web interface HTML file.
|
|
Logs warnings if the interface is not properly configured.
|
|
"""
|
|
try:
|
|
# Look for a web interface directory
|
|
current_dir = os.path.dirname(os.path.abspath(__file__))
|
|
web_dir = os.path.join(current_dir, "web_interface")
|
|
|
|
if os.path.exists(web_dir):
|
|
# If web interface exists, try to start it
|
|
index_path = os.path.join(web_dir, "index.html")
|
|
if os.path.exists(index_path):
|
|
webbrowser.open(f"file://{index_path}")
|
|
self.logger.info("Web interface opened in browser")
|
|
else:
|
|
self.logger.warning(
|
|
f"Web interface directory found but no index.html. Please check {web_dir} for setup instructions"
|
|
)
|
|
else:
|
|
self.logger.info(
|
|
"Web interface not yet implemented. This feature will open a web-based prompt management interface when the web_interface directory is created."
|
|
)
|
|
|
|
except Exception as e:
|
|
self.logger.error(f"Error opening web interface: {e}")
|
|
|
|
def search_prompts_api(self, search_text: str = "") -> List[Dict[str, Any]]:
|
|
"""
|
|
API method for JavaScript UI to search prompts.
|
|
|
|
Args:
|
|
search_text: Text to search for in prompts
|
|
|
|
Returns:
|
|
List of matching prompt dictionaries
|
|
"""
|
|
return self._search_prompts(search_text=search_text)
|
|
|
|
def get_recent_prompts_api(self, limit: int = 20) -> List[Dict[str, Any]]:
|
|
"""
|
|
API method for JavaScript UI to get recent prompts.
|
|
|
|
Args:
|
|
limit: Maximum number of recent prompts to retrieve
|
|
|
|
Returns:
|
|
List of recent prompt dictionaries ordered by creation time
|
|
"""
|
|
try:
|
|
return self.db.get_recent_prompts(limit=limit)
|
|
except Exception as e:
|
|
self.logger.error(f"Error getting recent prompts: {e}")
|
|
return []
|
|
|
|
def _start_gallery_system(self):
|
|
"""
|
|
Initialize and start the gallery monitoring system.
|
|
|
|
Starts the image monitor which watches for new generated images
|
|
and links them to their source prompts in the database.
|
|
"""
|
|
try:
|
|
self.logger.debug("Starting gallery system...")
|
|
|
|
# Start image monitoring
|
|
self.image_monitor.start_monitoring()
|
|
|
|
self.logger.debug("Gallery system started successfully")
|
|
|
|
except Exception as e:
|
|
self.logger.error(f"Failed to start gallery system: {e}")
|
|
self.logger.warning("Gallery features will be disabled")
|
|
|
|
def get_gallery_status(self) -> Dict[str, Any]:
|
|
"""
|
|
Get status of the gallery system.
|
|
|
|
Returns:
|
|
Dictionary containing status information for image monitor and prompt tracker
|
|
"""
|
|
return {
|
|
"image_monitor": self.image_monitor.get_status(),
|
|
"prompt_tracker": self.prompt_tracker.get_status(),
|
|
}
|
|
|
|
def cleanup_gallery_system(self):
|
|
"""
|
|
Clean up gallery system resources.
|
|
|
|
Stops image monitoring and releases associated resources.
|
|
Called automatically during object destruction.
|
|
"""
|
|
try:
|
|
if hasattr(self, "image_monitor"):
|
|
self.image_monitor.stop_monitoring()
|
|
self.logger.debug("Gallery system cleaned up")
|
|
except Exception as e:
|
|
self.logger.error(f"Error cleaning up gallery system: {e}")
|
|
|
|
def __del__(self):
|
|
"""
|
|
Cleanup when object is destroyed.
|
|
|
|
Ensures proper resource cleanup by stopping the gallery system.
|
|
"""
|
|
self.cleanup_gallery_system()
|
|
|
|
# NOTE: IS_CHANGED intentionally removed to match CLIPTextEncode behavior
|
|
# ComfyUI's default caching (based on input values) should handle cache invalidation
|
|
# The previous IS_CHANGED implementation was causing input/cache mismatch issues
|