import sys import types import ast import re import json # 🚨 DYNAMIC FIX: Python 3.13 Compatibility Core Patches if 'audioop' not in sys.modules: dummy_audioop = types.ModuleType('audioop') dummy_audioop.error = Exception sys.modules['audioop'] = dummy_audioop if 'pyaudioop' not in sys.modules: dummy_pyaudioop = types.ModuleType('pyaudioop') dummy_pyaudioop.error = Exception sys.modules['pyaudioop'] = dummy_pyaudioop try: import huggingface_hub except ImportError: huggingface_hub = types.ModuleType('huggingface_hub') sys.modules['huggingface_hub'] = huggingface_hub if not hasattr(huggingface_hub, 'HfFolder'): class DummyHfFolder: @staticmethod def get_token(): return None @staticmethod def save_token(token): pass @staticmethod def delete_token(): pass huggingface_hub.HfFolder = DummyHfFolder import gradio as gr def estimate_tokens(text): """Ultra-fast local token estimator (Roughly 1 token = 4 chars for code/text setup)""" if not text: return 0 return max(1, len(text) // 4 + text.count(' ') // 2) def shrink_python_code(source_code): """Parses and strips syntax trees to remove bloat tokens natively""" try: tree = ast.parse(source_code) for node in ast.walk(tree): if isinstance(node, (ast.FunctionDef, ast.ClassDef, ast.Module)): if node.body and isinstance(node.body[0], ast.Expr) and isinstance(node.body[0].value, ast.Constant) and isinstance(node.body[0].value.value, str): node.body.pop(0) clean_code = ast.unparse(tree) clean_code = re.sub(r'\n\s*\n', '\n', clean_code) return clean_code.strip() except Exception: code = re.sub(r'#.*', '', source_code) code = re.sub(r'\"\"\"[\s\S]*?\"\"\"', '', code) code = re.sub(r'\'\'\'[\s\S]*?\'\'\'', '', code) code = re.sub(r'\n\s*\n', '\n', code) return code.strip() def shrink_generic_text(raw_data): """Minifies structured JSON/Data arrays and repetitive text strings""" try: parsed_json = json.loads(raw_data) return json.dumps(parsed_json, separators=(',', ':')) except Exception: text = re.sub(r'\s+', ' ', raw_data) text = text.replace(", ", ",").replace(": ", ":").replace("; ", ";") return text.strip() def decimator_engine(input_payload, mode): if not input_payload.strip(): return "", "### ⚠️ System Warning\nPlease input your code or data block first!", 0, "0%", "$0.00" initial_tokens = estimate_tokens(input_payload) if mode == "Python/R/SQL Code Matrix": decimated_output = shrink_python_code(input_payload) else: decimated_output = shrink_generic_text(input_payload) final_tokens = estimate_tokens(decimated_output) token_delta = initial_tokens - final_tokens reduction_percentage = 0 if initial_tokens == 0 else (token_delta / initial_tokens) * 100 estimated_savings = (token_delta / 1000) * 0.015 if estimated_savings < 0: estimated_savings = 0.0 report_markdown = f""" ### 📊 Token Decimation Analytics Matrix - **Original Payload Footprint:** `{initial_tokens}` estimated tokens. - **Optimized Stream Footprint:** `{final_tokens}` estimated tokens. - **Tokens Destroyed Successfully:** `{token_delta}` tokens wiped from context. """ pct_string = f"{reduction_percentage:.1f}%" savings_string = f"${estimated_savings:.4f}" return decimated_output, report_markdown, token_delta, pct_string, savings_string # Custom Cyber Matrix Terminal UI Theme for Judges # Extended .margin-top-class to substitute the invalid row inline style attribute parameter safely custom_css = """ body, .gradio-container { background-color: #050811 !important; font-family: 'Courier New', monospace; color: #00ff66 !important; } .decimate-btn { background: linear-gradient(135deg, #00ff66, #047857) !important; color: #050811 !important; font-weight: bold !important; border: 1px solid #00ff66 !important; border-radius: 4px !important; letter-spacing: 1px; } .decimate-btn:hover { box-shadow: 0 0 20px rgba(0,255,102,0.6); color: white !important; } .panel-border { border: 1px solid #1e293b !important; border-radius: 6px; padding: 15px; background: #090d1a !important; box-shadow: inset 0 0 10px rgba(0,255,102,0.05); } .metric-box { background: #0d1527 !important; border: 1px solid #00ff66 !important; border-radius: 4px; padding: 10px; text-align: center; } .margin-top-class { margin-top: 20px !important; } textarea, input { background-color: #02040a !important; color: #38bdf8 !important; border: 1px solid #1e293b !important; font-family: 'Consolas', monospace !important; } textarea:focus { border-color: #00ff66 !important; } """ # 🔥 FIXED: Removed css parameters from gr.Blocks initialization wrapper with gr.Blocks(title="Code-Shrink v1.0") as demo: gr.HTML( """

⚡ CODE-SHRINK: TOKEN-DECIMATOR

Algorithmic Context Optimization Matrix // Bypassing LLM Budget Inflation Natively

""" ) with gr.Row(): with gr.Column(scale=3, elem_classes="panel-border"): gr.Markdown("### 📥 Raw Context Payload Injection") payload_input = gr.Textbox( placeholder="Paste your bloated Python code, SQL queries, or huge JSON dictionaries here...", label="Raw Context Input", lines=12 ) with gr.Row(): mode_dropdown = gr.Dropdown( choices=["Python/R/SQL Code Matrix", "Structured JSON / Raw Text Array"], value="Python/R/SQL Code Matrix", label="Lexical Processing Mode" ) gr.HTML("
") process_btn = gr.Button("⚡ DECIMATE CONTEXT TOKENS", elem_classes="decimate-btn") with gr.Column(scale=3, elem_classes="panel-border"): gr.Markdown("### 📤 Optimized Micro-Stream Output") payload_output = gr.Textbox( label="Decimated Token Stream (Ready for LLM Prompt)", lines=12, interactive=False ) gr.HTML("
") with gr.Row(): with gr.Column(scale=1, elem_classes="metric-box"): gr.Markdown("COMPRESSION") pct_output = gr.HTML("0%") with gr.Column(scale=1, elem_classes="metric-box"): gr.Markdown("TOKENS WIPED") delta_output = gr.HTML("0") with gr.Column(scale=1, elem_classes="metric-box"): gr.Markdown("EST. API SAVINGS") savings_output = gr.HTML("$0.00") # 🔥 FIXED: Replaced inline style injection parameters with valid custom css mapping selectors with gr.Row(elem_classes=["panel-border", "margin-top-class"]): diagnostics_output = gr.Markdown("`System Engine: Standing by. Awaiting dynamic payload mapping signals...`") process_btn.click( fn=decimator_engine, inputs=[payload_input, mode_dropdown], outputs=[payload_output, diagnostics_output, delta_output, pct_output, savings_output] ) # 🔥 FIXED: Passed custom UI styling matrices explicitly inside launcher execution limits demo.launch(css=custom_css)