Update dependency version for improved compatibility

Update `eif` dependency from version 2.0.0 to 2.0.2 in `requirements.txt` and documentation to resolve a deployment issue, as version 2.0.0 is not available.

Replit-Commit-Author: Agent
Replit-Commit-Session-Id: 7a657272-55ba-4a79-9a2e-f1ed9bc7a528
Replit-Commit-Checkpoint-Type: full_checkpoint
Replit-Commit-Event-Id: 104a0ac7-f020-4d00-9e3e-5a37b74bbc93
Replit-Commit-Screenshot-Url: https://storage.googleapis.com/screenshot-production-us-central1/449cf7c4-c97a-45ae-8234-e5c5b8d6a84f/7a657272-55ba-4a79-9a2e-f1ed9bc7a528/2lUhxO2

attached_assets/Pasted--deployment-update-from-git-sh-db-AGGIOR-1764001889941_1764001889941.txt

@@ -0,0 +1,90 @@
+./deployment/update_from_git.sh --db
+
+╔═══════════════════════════════════════════════╗
+║    AGGIORNAMENTO SISTEMA IDS DA GIT         ║
+╚═══════════════════════════════════════════════╝
+
+ Verifica configurazione git...
+
+ Backup configurazione locale...
+✅ .env salvato in .env.backup
+
+ Verifica modifiche locali...
+⚠  Ci sono modifiche locali non committate
+   Esegui 'git status' per vedere i dettagli
+Vuoi procedere comunque? (y/n) y
+   Salvo modifiche locali temporaneamente...
+No local changes to save
+
+ Download aggiornamenti da git.alfacom.it...
+remote: Enumerating objects: 51, done.
+remote: Counting objects: 100% (51/51), done.
+remote: Compressing objects: 100% (41/41), done.
+remote: Total 41 (delta 32), reused 0 (delta 0), pack-reused 0 (from 0)
+Unpacking objects: 100% (41/41), 31.17 KiB | 1.35 MiB/s, done.
+From https://git.alfacom.it/marco/ids.alfacom.it
+   0fa2f11..3a945ec  main       -> origin/main
+ * [new tag]         v1.0.55    -> v1.0.55
+From https://git.alfacom.it/marco/ids.alfacom.it
+ * branch            main       -> FETCH_HEAD
+Updating 0fa2f11..3a945ec
+Fast-forward
+ database-schema/schema.sql        |   4 +-
+ deployment/CHECKLIST_ML_HYBRID.md | 536 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
+ python_ml/dataset_loader.py       | 384 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
+ python_ml/main.py                 | 120 ++++++++++++++++++++++++++++------
+ python_ml/ml_hybrid_detector.py   | 705 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
+ python_ml/requirements.txt        |   3 +
+ python_ml/train_hybrid.py         | 378 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
+ python_ml/validation_metrics.py   | 324 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
+ replit.md                         |  19 +++++-
+ version.json                      |  16 ++---
+ 10 files changed, 2459 insertions(+), 30 deletions(-)
+ create mode 100644 deployment/CHECKLIST_ML_HYBRID.md
+ create mode 100644 python_ml/dataset_loader.py
+ create mode 100644 python_ml/ml_hybrid_detector.py
+ create mode 100644 python_ml/train_hybrid.py
+ create mode 100644 python_ml/validation_metrics.py
+✅ Aggiornamenti scaricati con successo
+
+🔄 Ripristino configurazione locale...
+✅ .env ripristinato
+
+📦 Aggiornamento dipendenze Node.js...
+
+up to date, audited 492 packages in 3s
+
+65 packages are looking for funding
+  run `npm fund` for details
+
+9 vulnerabilities (3 low, 5 moderate, 1 high)
+
+To address issues that do not require attention, run:
+  npm audit fix
+
+To address all issues (including breaking changes), run:
+  npm audit fix --force
+
+Run `npm audit` for details.
+✅ Dipendenze Node.js aggiornate
+
+📦 Aggiornamento dipendenze Python...
+Defaulting to user installation because normal site-packages is not writeable
+Requirement already satisfied: fastapi==0.104.1 in /home/ids/.local/lib/python3.11/site-packages (from -r requirements.txt (line 1)) (0.104.1)
+Requirement already satisfied: uvicorn==0.24.0 in /home/ids/.local/lib/python3.11/site-packages (from -r requirements.txt (line 2)) (0.24.0)
+Requirement already satisfied: pandas==2.1.3 in /home/ids/.local/lib/python3.11/site-packages (from -r requirements.txt (line 3)) (2.1.3)
+Requirement already satisfied: numpy==1.26.2 in /home/ids/.local/lib/python3.11/site-packages (from -r requirements.txt (line 4)) (1.26.2)
+Requirement already satisfied: scikit-learn==1.3.2 in /home/ids/.local/lib/python3.11/site-packages (from -r requirements.txt (line 5)) (1.3.2)
+Requirement already satisfied: psycopg2-binary==2.9.9 in /home/ids/.local/lib/python3.11/site-packages (from -r requirements.txt (line 6)) (2.9.9)
+Requirement already satisfied: python-dotenv==1.0.0 in /home/ids/.local/lib/python3.11/site-packages (from -r requirements.txt (line 7)) (1.0.0)
+Requirement already satisfied: pydantic==2.5.0 in /home/ids/.local/lib/python3.11/site-packages (from -r requirements.txt (line 8)) (2.5.0)
+Requirement already satisfied: httpx==0.25.1 in /home/ids/.local/lib/python3.11/site-packages (from -r requirements.txt (line 9)) (0.25.1)
+Collecting xgboost==2.0.3
+  Downloading xgboost-2.0.3-py3-none-manylinux2014_x86_64.whl (297.1 MB)
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 297.1/297.1 MB 8.4 MB/s eta 0:00:00
+Collecting joblib==1.3.2
+  Downloading joblib-1.3.2-py3-none-any.whl (302 kB)
+     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 302.2/302.2 kB 62.7 MB/s eta 0:00:00
+ERROR: Ignored the following versions that require a different python version: 1.21.2 Requires-Python >=3.7,<3.11; 1.21.3 Requires-Python >=3.7,<3.11; 1.21.4 Requires-Python >=3.7,<3.11; 1.21.5 Requires-Python >=3.7,<3.11; 1.21.6 Requires-Python >=3.7,<3.11
+ERROR: Could not find a version that satisfies the requirement eif==2.0.0 (from versions: 1.0.0, 1.0.1, 1.0.2, 2.0.2)
+ERROR: No matching distribution found for eif==2.0.0

python_ml/requirements.txt

@@ -9,4 +9,4 @@ pydantic==2.5.0
 httpx==0.25.1
 xgboost==2.0.3
 joblib==1.3.2
-eif==2.0.0
+eif==2.0.2

replit.md

@@ -99,7 +99,8 @@ The IDS employs a React-based frontend for real-time monitoring, detection visua
   - `python_ml/dataset_loader.py` - CICIDS2017 loader con mappatura 80→25 features
   - `python_ml/validation_metrics.py` - Production-grade metrics calculator
   - `python_ml/train_hybrid.py` - CLI training script (test/train/validate)
-- **Dipendenze Nuove**: xgboost==2.0.3, joblib==1.3.2, eif==2.0.0
+- **Dipendenze Nuove**: xgboost==2.0.3, joblib==1.3.2, eif==2.0.2
 - **Backward Compatibility**: USE_HYBRID_DETECTOR env var (default=true)
 - **Target Metrics**: Precision≥90%, Recall≥80%, FPR≤5%, F1≥85%
-- **Deploy**: Vedere `deployment/CHECKLIST_ML_HYBRID.md`
+- **Deploy**: Vedere `deployment/CHECKLIST_ML_HYBRID.md`
+- **Fix Deploy (24 Nov 2025 - 19:00)**: Corretto `eif==2.0.0` → `eif==2.0.2` (versione 2.0.0 non disponibile su PyPI)