Huggingface configurations updated

Dockerfile

@@ -0,0 +1,18 @@
+FROM python:3.10-slim
+
+WORKDIR /app
+
+# Install git and dependencies
+RUN apt-get update && apt-get install -y git
+
+# Clone your GitHub repo
+RUN git clone https://github.com/itobuztech/text_auth_ai.git .
+
+# Install requirements
+RUN pip install -r requirements.txt
+
+# Create folders
+RUN mkdir -p logs data/uploads data/reports models/cache
+
+# Start app
+CMD ["python", "text_auth_app.py"]

huggingface.yaml

@@ -0,0 +1,6 @@
+title: "Text Auth AI"
+emoji: "🔍"
+colorFrom: "blue"
+colorTo: "purple"
+sdk: docker
+app_port: 7860

logs/application/app_2025-10-31.log

@@ -762,3 +762,6 @@
 {"text": "127.0.0.1:60014 - \"POST /api/analyze HTTP/1.1\" 200\n", "record": {"elapsed": {"repr": "0:05:50.806127", "seconds": 350.806127}, "exception": null, "extra": {}, "file": {"name": "h11_impl.py", "path": "/Users/itobuz/anaconda3/lib/python3.10/site-packages/uvicorn/protocols/http/h11_impl.py"}, "function": "send", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 473, "message": "127.0.0.1:60014 - \"POST /api/analyze HTTP/1.1\" 200", "module": "h11_impl", "name": "uvicorn.protocols.http.h11_impl", "process": {"id": 87463, "name": "SpawnProcess-4"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-10-31 16:53:27.248274+05:30", "timestamp": 1761909807.248274}}}
 {"text": "API Request: GET / -> 200\n", "record": {"elapsed": {"repr": "0:06:42.563605", "seconds": 402.563605}, "exception": null, "extra": {"log_type": "application", "extra": {"http_method": "GET", "path": "/", "status_code": 200, "duration_seconds": 0.0023, "user": null, "ip_address": "127.0.0.1", "timestamp": "2025-10-31T16:54:19.005654"}}, "file": {"name": "logger.py", "path": "/Users/itobuz/projects/office/text_auth/utils/logger.py"}, "function": "log_api_request", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 374, "message": "API Request: GET / -> 200", "module": "logger", "name": "utils.logger", "process": {"id": 87463, "name": "SpawnProcess-4"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-10-31 16:54:19.005752+05:30", "timestamp": 1761909859.005752}}}
 {"text": "127.0.0.1:60018 - \"GET / HTTP/1.1\" 200\n", "record": {"elapsed": {"repr": "0:06:42.565133", "seconds": 402.565133}, "exception": null, "extra": {}, "file": {"name": "h11_impl.py", "path": "/Users/itobuz/anaconda3/lib/python3.10/site-packages/uvicorn/protocols/http/h11_impl.py"}, "function": "send", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 473, "message": "127.0.0.1:60018 - \"GET / HTTP/1.1\" 200", "module": "h11_impl", "name": "uvicorn.protocols.http.h11_impl", "process": {"id": 87463, "name": "SpawnProcess-4"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-10-31 16:54:19.007280+05:30", "timestamp": 1761909859.00728}}}
+{"text": "Shutting down\n", "record": {"elapsed": {"repr": "3 days, 1:49:04.570132", "seconds": 265744.570132}, "exception": null, "extra": {}, "file": {"name": "server.py", "path": "/Users/itobuz/anaconda3/lib/python3.10/site-packages/uvicorn/server.py"}, "function": "shutdown", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 263, "message": "Shutting down", "module": "server", "name": "uvicorn.server", "process": {"id": 87463, "name": "SpawnProcess-4"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 18:36:41.012279+05:30", "timestamp": 1762175201.012279}}}
+{"text": "Waiting for application shutdown.\n", "record": {"elapsed": {"repr": "3 days, 1:49:04.672115", "seconds": 265744.672115}, "exception": null, "extra": {}, "file": {"name": "on.py", "path": "/Users/itobuz/anaconda3/lib/python3.10/site-packages/uvicorn/lifespan/on.py"}, "function": "shutdown", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 67, "message": "Waiting for application shutdown.", "module": "on", "name": "uvicorn.lifespan.on", "process": {"id": 87463, "name": "SpawnProcess-4"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 18:36:41.114262+05:30", "timestamp": 1762175201.114262}}}
+{"text": "Logging system cleanup completed\n", "record": {"elapsed": {"repr": "3 days, 1:49:04.673039", "seconds": 265744.673039}, "exception": null, "extra": {}, "file": {"name": "logger.py", "path": "/Users/itobuz/projects/office/text_auth/utils/logger.py"}, "function": "cleanup", "level": {"icon": "ℹ️", "name": "INFO", "no": 20}, "line": 522, "message": "Logging system cleanup completed", "module": "logger", "name": "utils.logger", "process": {"id": 87463, "name": "SpawnProcess-4"}, "thread": {"id": 8707055360, "name": "MainThread"}, "time": {"repr": "2025-11-03 18:36:41.115186+05:30", "timestamp": 1762175201.115186}}}

requirements.txt

@@ -13,7 +13,6 @@ tokenizers==0.15.0
 
 # NLP Libraries
 spacy==3.7.2
-#flair==0.13.1
 nltk==3.8.1
 textstat==0.7.3
 
@@ -32,17 +31,11 @@ python-magic==0.4.27
 
 # Language Detection
 langdetect==1.0.9
-#fasttext==0.9.2
 
-# Adversarial & Robustness
-#textattack==0.3.8
-
-# Visualization & Reporting
+# Visualization & Reporting (Light versions)
 matplotlib==3.8.2
 seaborn==0.13.0
-plotly==5.18.0
 reportlab==4.0.7
-fpdf2==2.7.6
 
 # Utilities
 python-dotenv==1.0.0
@@ -55,44 +48,4 @@ loguru==0.7.2
 python-json-logger==2.0.7
 
 # Caching
-redis==5.0.1
-diskcache==5.6.3
-
-# Database (Optional)
-sqlalchemy==2.0.23
-alembic==1.13.0
-
-# Testing
-pytest==7.4.3
-pytest-asyncio==0.21.1
-pytest-cov==4.1.0
-
-# Code Quality
-black==23.12.0
-flake8==6.1.0
-mypy==1.7.1
-
-# Security
-cryptography==41.0.7
-python-jose[cryptography]==3.3.0
-
-# Performance
-orjson==3.9.10
-ujson==5.9.0
-
-# Additional ML Tools
-xgboost==2.0.2
-lightgbm==4.1.0
-
-# Dimensionality Analysis
-#scikit-dimension==0.3.5
-umap-learn==0.5.5
-
-# Rate Limiting
-slowapi==0.1.9
-
-# CORS
-fastapi-cors==0.0.6
-
-# File type detection
-python-magic-bin==0.4.14
+diskcache==5.6.3

text_auth_app.py

@@ -1245,17 +1245,6 @@ async def log_requests(request: Request, call_next):
     return response
 
 
-
-# ==================== RAILWAY DEPLOYMENT SUPPORT ====================
-import os
-# Override settings for Railway deployment
-if os.environ.get("RAILWAY_ENVIRONMENT"):
-    settings.HOST  = os.getenv("HOST", "0.0.0.0")
-    settings.PORT  = int(os.getenv("PORT", "8000"))
-    settings.DEBUG = False
-    logger.info(f"Railway deployment detected - Using host: {settings.HOST}, port: {settings.PORT}")
-
-
 # ==================== MAIN ====================
 if __name__ == "__main__":
     # Configure logging