wan2gp-studio / shared /utils /prompt_parser.py
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import re
PROMPT_UNIT_PREFIX = "#!PROMPT!:"
ENHANCED_PROMPT_PREFIX = "!enhanced!\n"
def normalize_multi_prompts_mode(value):
if value is None:
return "G"
if isinstance(value, str):
value = value.strip().upper()
elif isinstance(value, (int, float)):
value = int(value)
else:
return "G"
value = {0: "G", 1: "W", 2: "FG", "": "FG", "0": "G", "1": "W", "2": "FG", "P": "PG"}.get(value, value)
return value if value in {"FG", "G", "PG", "W", "PW"} else "G"
def split_prompt_units(prompt_text, multi_prompts_gen_type, single_prompt=False, originals=False):
prompt_text = prompt_text.replace("\r\n", "\n").replace("\r", "\n")
if prompt_text.startswith(ENHANCED_PROMPT_PREFIX):
prompt_text = prompt_text[len(ENHANCED_PROMPT_PREFIX):]
separator = "\n\n" if "P" in multi_prompts_gen_type else "\n"
prefixed_prompts, prefixed_originals, current_prompt_lines = [], [], None
for raw_line in prompt_text.split("\n"):
if raw_line.startswith(PROMPT_UNIT_PREFIX):
if current_prompt_lines is not None:
prefixed_prompts.append("\n".join(current_prompt_lines).strip())
current_prompt_lines = []
prefixed_originals.append(raw_line[len(PROMPT_UNIT_PREFIX):].strip())
elif current_prompt_lines is not None:
current_prompt_lines.append(raw_line)
if current_prompt_lines is not None:
prefixed_prompts.append("\n".join(current_prompt_lines).strip())
if prefixed_prompts:
if originals:
return [prompt for prompt in prefixed_originals if prompt]
prefixed_prompts = [prompt for prompt in prefixed_prompts if prompt]
if not single_prompt:
return prefixed_prompts
prompt_text = prefixed_prompts[0] if multi_prompts_gen_type == "FG" else separator.join(prefixed_prompts)
prompt_lines = [line.rstrip() for line in prompt_text.split("\n") if not line.strip().startswith("#")]
prompt_text = "\n".join(prompt_lines).strip()
if not prompt_text:
return []
if single_prompt or multi_prompts_gen_type == "FG":
return [prompt_text]
if "P" in multi_prompts_gen_type:
prompts, current_lines = [], []
for raw_line in prompt_text.split("\n"):
if not raw_line.strip():
if current_lines:
prompts.append("\n".join(current_lines).strip())
current_lines = []
continue
current_lines.append(raw_line)
if current_lines:
prompts.append("\n".join(current_lines).strip())
return prompts
return [one_line.strip() for one_line in prompt_text.split("\n") if one_line.strip()]
def serialize_prompt_units(prompt_text, prompts, multi_prompts_gen_type):
prompt_text = prompt_text.replace("\r\n", "\n").replace("\r", "\n")
if prompt_text.startswith(ENHANCED_PROMPT_PREFIX):
prompt_text = prompt_text[len(ENHANCED_PROMPT_PREFIX):]
prompt_text = prompt_text.strip()
if prompt_text.startswith(PROMPT_UNIT_PREFIX):
return prompt_text
prompts = [prompt.strip() for prompt in prompts if prompt.strip()]
if not prompts:
return ""
return prompts[0] if multi_prompts_gen_type == "FG" else ("\n\n" if "P" in multi_prompts_gen_type else "\n").join(prompts)
def serialize_prompt_blocks_with_prefix(prompts, original_prompts=None):
blocks = []
prompts = [prompt.strip() for prompt in prompts if prompt.strip()]
if original_prompts is None:
original_prompts = []
for idx, prompt in enumerate(prompts, start=1):
original_prompt = original_prompts[idx - 1] if idx - 1 < len(original_prompts) else f"Prompt {idx}"
blocks.append(f"{PROMPT_UNIT_PREFIX} {original_prompt.strip()}\n{prompt}")
return "\n\n".join(blocks)
def process_template(input_text, keep_comments=False, keep_empty_lines=False):
"""
Process a text template with macro instructions and variable substitution.
Supports multiple values for variables to generate multiple output versions.
Each section between macro lines is treated as a separate template.
Args:
input_text (str): The input template text
Returns:
tuple: (output_text, error_message)
- output_text: Processed output with variables substituted, or empty string if error
- error_message: Error description and problematic line, or empty string if no error
"""
normalized_input = str(input_text or "").replace("\r\n", "\n").replace("\r", "\n")
lines = normalized_input.split("\n") if keep_empty_lines else normalized_input.strip().split("\n")
current_variables = {}
current_template_lines = []
all_output_lines = []
error_message = ""
# Process the input line by line
line_number = 0
while line_number < len(lines):
orig_line = lines[line_number]
line = orig_line.strip()
line_number += 1
# Skip empty lines or comments
if not line:
if keep_empty_lines:
current_template_lines.append("")
continue
if line.startswith('#') and not keep_comments:
continue
# Handle macro instructions
if line.startswith('!'):
# Process any accumulated template lines before starting a new macro
if current_template_lines:
# Process the current template with current variables
template_output, err = process_current_template(current_template_lines, current_variables)
if err:
return "", err
all_output_lines.extend(template_output)
current_template_lines = [] # Reset template lines
# Reset variables for the new macro
current_variables = {}
# Parse the macro line
macro_line = line[1:].strip()
# Check for unmatched braces in the whole line
open_braces = macro_line.count('{')
close_braces = macro_line.count('}')
if open_braces != close_braces:
error_message = f"Unmatched braces: {open_braces} opening '{{' and {close_braces} closing '}}' braces\nLine: '{orig_line}'"
return "", error_message
# Check for unclosed quotes
if macro_line.count('"') % 2 != 0:
error_message = f"Unclosed double quotes\nLine: '{orig_line}'"
return "", error_message
# Split by optional colon separator
var_sections = re.split(r'\s*:\s*', macro_line)
for section in var_sections:
section = section.strip()
if not section:
continue
# Extract variable name
var_match = re.search(r'\{([^}]+)\}', section)
if not var_match:
if '{' in section or '}' in section:
error_message = f"Malformed variable declaration\nLine: '{orig_line}'"
return "", error_message
continue
var_name = var_match.group(1).strip()
if not var_name:
error_message = f"Empty variable name\nLine: '{orig_line}'"
return "", error_message
# Check variable value format
value_part = section[section.find('}')+1:].strip()
if not value_part.startswith('='):
error_message = f"Missing '=' after variable '{{{var_name}}}'\nLine: '{orig_line}'"
return "", error_message
# Extract all quoted values
var_values = re.findall(r'"([^"]*)"', value_part)
# Check if there are values specified
if not var_values:
error_message = f"No quoted values found for variable '{{{var_name}}}'\nLine: '{orig_line}'"
return "", error_message
# Check for missing commas between values
# Look for patterns like "value""value" (missing comma)
if re.search(r'"[^,]*"[^,]*"', value_part):
error_message = f"Missing comma between values for variable '{{{var_name}}}'\nLine: '{orig_line}'"
return "", error_message
# Store the variable values
current_variables[var_name] = var_values
# Handle template lines
else:
if not line.startswith('#'):
# Check for unknown variables in template line
var_references = re.findall(r'\{([^}]+)\}', line)
for var_ref in var_references:
if var_ref not in current_variables:
error_message = f"Unknown variable '{{{var_ref}}}' in template\nLine: '{orig_line}'"
return "", error_message
# Add to current template lines
current_template_lines.append(line)
# Process any remaining template lines
if current_template_lines:
template_output, err = process_current_template(current_template_lines, current_variables)
if err:
return "", err
all_output_lines.extend(template_output)
return '\n'.join(all_output_lines), ""
def process_current_template(template_lines, variables):
"""
Process a set of template lines with the current variables.
Args:
template_lines (list): List of template lines to process
variables (dict): Dictionary of variable names to lists of values
Returns:
tuple: (output_lines, error_message)
"""
if not variables or not template_lines:
return template_lines, ""
output_lines = []
# Find the maximum number of values for any variable
max_values = max(len(values) for values in variables.values())
# Generate each combination
for i in range(max_values):
for template in template_lines:
output_line = template
for var_name, var_values in variables.items():
# Use modulo to cycle through values if needed
value_index = i % len(var_values)
var_value = var_values[value_index]
output_line = output_line.replace(f"{{{var_name}}}", var_value)
output_lines.append(output_line)
return output_lines, ""
def extract_variable_names(macro_line):
"""
Extract all variable names from a macro line.
Args:
macro_line (str): A macro line (with or without the leading '!')
Returns:
tuple: (variable_names, error_message)
- variable_names: List of variable names found in the macro
- error_message: Error description if any, empty string if no error
"""
# Remove leading '!' if present
if macro_line.startswith('!'):
macro_line = macro_line[1:].strip()
variable_names = []
# Check for unmatched braces
open_braces = macro_line.count('{')
close_braces = macro_line.count('}')
if open_braces != close_braces:
return [], f"Unmatched braces: {open_braces} opening '{{' and {close_braces} closing '}}' braces"
# Split by optional colon separator
var_sections = re.split(r'\s*:\s*', macro_line)
for section in var_sections:
section = section.strip()
if not section:
continue
# Extract variable name
var_matches = re.findall(r'\{([^}]+)\}', section)
for var_name in var_matches:
new_var = var_name.strip()
if not new_var in variable_names:
variable_names.append(new_var)
return variable_names, ""
def extract_variable_values(macro_line):
"""
Extract all variable names and their values from a macro line.
Args:
macro_line (str): A macro line (with or without the leading '!')
Returns:
tuple: (variables_dict, error_message)
- variables_dict: Dictionary mapping variable names to their values
- error_message: Error description if any, empty string if no error
"""
# Remove leading '!' if present
if macro_line.startswith('!'):
macro_line = macro_line[1:].strip()
variables = {}
# Check for unmatched braces
open_braces = macro_line.count('{')
close_braces = macro_line.count('}')
if open_braces != close_braces:
return {}, f"Unmatched braces: {open_braces} opening '{{' and {close_braces} closing '}}' braces"
# Check for unclosed quotes
if macro_line.count('"') % 2 != 0:
return {}, "Unclosed double quotes"
# Split by optional colon separator
var_sections = re.split(r'\s*:\s*', macro_line)
for section in var_sections:
section = section.strip()
if not section:
continue
# Extract variable name
var_match = re.search(r'\{([^}]+)\}', section)
if not var_match:
if '{' in section or '}' in section:
return {}, "Malformed variable declaration"
continue
var_name = var_match.group(1).strip()
if not var_name:
return {}, "Empty variable name"
# Check variable value format
value_part = section[section.find('}')+1:].strip()
if not value_part.startswith('='):
return {}, f"Missing '=' after variable '{{{var_name}}}'"
# Extract all quoted values
var_values = re.findall(r'"([^"]*)"', value_part)
# Check if there are values specified
if not var_values:
return {}, f"No quoted values found for variable '{{{var_name}}}'"
# Check for missing commas between values
if re.search(r'"[^,]*"[^,]*"', value_part):
return {}, f"Missing comma between values for variable '{{{var_name}}}'"
variables[var_name] = var_values
return variables, ""
def generate_macro_line(variables_dict):
"""
Generate a macro line from a dictionary of variable names and their values.
Args:
variables_dict (dict): Dictionary mapping variable names to lists of values
Returns:
str: A formatted macro line (including the leading '!')
"""
sections = []
for var_name, values in variables_dict.items():
# Format each value with quotes
quoted_values = [f'"{value}"' for value in values]
# Join values with commas
values_str = ','.join(quoted_values)
# Create the variable assignment
section = f"{{{var_name}}}={values_str}"
sections.append(section)
# Join sections with a colon and space for readability
return "! " + " : ".join(sections)