From ee661dae1d7a2fefc75d204abe78604e2802b17f Mon Sep 17 00:00:00 2001 From: dom Date: Fri, 13 Feb 2026 18:11:21 +0100 Subject: [PATCH] =?UTF-8?q?feat:=20dashboard=20m=C3=A9triques=20+=20vue=20?= =?UTF-8?q?CPAM=20agr=C3=A9g=C3=A9e=20dans=20le=20viewer?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Ajout d'un dashboard global (distribution confiance DP, top 15 codes CIM-10, types GHM, sévérité) et d'une page listant tous les contrôles CPAM agrégés. Co-Authored-By: Claude Opus 4.6 --- src/viewer/app.py | 112 +++++++++++++++++++++ src/viewer/templates/base.html | 8 ++ src/viewer/templates/cpam.html | 88 +++++++++++++++++ src/viewer/templates/dashboard.html | 145 ++++++++++++++++++++++++++++ 4 files changed, 353 insertions(+) create mode 100644 src/viewer/templates/cpam.html create mode 100644 src/viewer/templates/dashboard.html diff --git a/src/viewer/app.py b/src/viewer/app.py index 5723685..4d91c2d 100644 --- a/src/viewer/app.py +++ b/src/viewer/app.py @@ -13,6 +13,8 @@ from markupsafe import Markup from werkzeug.utils import secure_filename +from collections import Counter + from ..config import STRUCTURED_DIR, OLLAMA_URL, CCAM_DICT_PATH, DossierMedical, ALLOWED_EXTENSIONS, UPLOAD_MAX_SIZE_MB from .. import config as cfg from .referentiels import ReferentielManager @@ -54,6 +56,104 @@ def compute_group_stats(items: list[dict]) -> dict: } +def compute_dashboard_stats(groups: dict[str, list[dict]]) -> dict: + """Calcule les statistiques globales du pipeline pour le dashboard.""" + total_dossiers = len(groups) + total_fichiers = 0 + total_das = 0 + total_actes = 0 + total_alertes = 0 + total_cma = 0 + total_cpam = 0 + dp_confidence: Counter = Counter() + dp_validity: Counter = Counter() + code_counter: Counter = Counter() + ghm_types: Counter = Counter() + severity_dist: Counter = Counter() + processing_times: list[float] = [] + + for items in groups.values(): + total_fichiers += len(items) + for item in items: + d = item["dossier"] + total_das += len(d.diagnostics_associes) + total_actes += len(d.actes_ccam) + total_alertes += len(d.alertes_codage) + total_cpam += len(d.controles_cpam) + + if d.processing_time_s is not None: + processing_times.append(d.processing_time_s) + + # DP confidence & validity + dp = d.diagnostic_principal + if dp: + conf = dp.cim10_confidence or "none" + dp_confidence[conf] += 1 + if dp.cim10_suggestion: + dp_validity["valide"] += 1 + code_counter[dp.cim10_suggestion] += 1 + else: + dp_validity["absent"] += 1 + else: + dp_confidence["none"] += 1 + dp_validity["absent"] += 1 + + # DAS codes + CMA + for das in d.diagnostics_associes: + if das.cim10_suggestion: + code_counter[das.cim10_suggestion] += 1 + if das.est_cma: + total_cma += 1 + if dp and dp.est_cma: + total_cma += 1 + + # GHM + ghm = d.ghm_estimation + if ghm: + if ghm.type_ghm: + ghm_types[ghm.type_ghm] += 1 + severity_dist[ghm.severite] += 1 + + top_codes = code_counter.most_common(15) + top_max = top_codes[0][1] if top_codes else 1 + + return { + "total_dossiers": total_dossiers, + "total_fichiers": total_fichiers, + "total_das": total_das, + "total_actes": total_actes, + "total_alertes": total_alertes, + "total_cma": total_cma, + "total_cpam": total_cpam, + "dp_confidence": dict(dp_confidence), + "dp_validity": dict(dp_validity), + "top_codes": top_codes, + "top_max": top_max, + "ghm_types": dict(ghm_types), + "severity_dist": dict(severity_dist), + "processing_time_total": sum(processing_times), + "processing_time_avg": sum(processing_times) / len(processing_times) if processing_times else 0, + } + + +def collect_cpam_controls(groups: dict[str, list[dict]]) -> list[dict]: + """Collecte tous les contrôles CPAM de tous les dossiers.""" + controls = [] + for group_name, items in groups.items(): + for item in items: + d = item["dossier"] + dp_code = d.diagnostic_principal.cim10_suggestion if d.diagnostic_principal else None + for ctrl in d.controles_cpam: + controls.append({ + "group_name": group_name, + "filepath": item["path_rel"], + "ctrl": ctrl, + "dp_code": dp_code, + }) + controls.sort(key=lambda c: c["ctrl"].numero_ogc) + return controls + + def load_ccam_dict() -> dict[str, dict]: """Charge le dictionnaire CCAM pour les regroupements.""" if CCAM_DICT_PATH.exists(): @@ -255,6 +355,18 @@ def create_app() -> Flask: current_group=current_group, ) + @app.route("/dashboard") + def dashboard(): + groups = scan_dossiers() + stats = compute_dashboard_stats(groups) + return render_template("dashboard.html", stats=stats, groups=groups) + + @app.route("/cpam") + def cpam_list(): + groups = scan_dossiers() + controls = collect_cpam_controls(groups) + return render_template("cpam.html", controls=controls, total=len(controls), groups=groups) + @app.route("/admin/models", methods=["GET"]) def list_models(): models = fetch_ollama_models() diff --git a/src/viewer/templates/base.html b/src/viewer/templates/base.html index 070dbab..5ec6d65 100644 --- a/src/viewer/templates/base.html +++ b/src/viewer/templates/base.html @@ -250,6 +250,14 @@ {% block sidebar %}{% endblock %}
+ + Dashboard + + + Contrôles CPAM + Référentiels RAG diff --git a/src/viewer/templates/cpam.html b/src/viewer/templates/cpam.html new file mode 100644 index 0000000..1416929 --- /dev/null +++ b/src/viewer/templates/cpam.html @@ -0,0 +1,88 @@ +{% extends "base.html" %} +{% block title %}Contrôles CPAM{% endblock %} + +{% block sidebar %} +{% for group_name, items in groups.items() %} +
{{ group_name | format_dossier_name }}
+ {% for item in items %} + {% if 'fusionne' in item.name %} + ★ Fusionné + {% else %} + {{ item.name | format_doc_name }} + {% endif %} + {% endfor %} +{% endfor %} +{% endblock %} + +{% block content %} +← Retour à la liste + +
+

Contrôles CPAM

+ {{ total }} +
+ +{% if not controls %} +
+

Aucun contrôle CPAM trouvé dans les dossiers.

+
+{% else %} +
+ + + + + + + + + + + + + {% for c in controls %} + + + + + + + + + {% endfor %} + +
DossierOGCTitreDécisionCodes contestésContre-argumentation
+ + {{ c.group_name | format_dossier_name }} + + {% if c.dp_code %} +
DP: {{ c.dp_code }}
+ {% endif %} + 		{{ c.ctrl.numero_ogc }}{{ c.ctrl.titre }} + {% if 'retient' in c.ctrl.decision_ucr|lower %} + {{ c.ctrl.decision_ucr }} + {% elif 'confirme' in c.ctrl.decision_ucr|lower %} + {{ c.ctrl.decision_ucr }} + {% else %} + {{ c.ctrl.decision_ucr }} + {% endif %} + +
+ {% if c.ctrl.dp_ucr %}DP: {{ c.ctrl.dp_ucr }}{% endif %} + {% if c.ctrl.da_ucr %}DA: {{ c.ctrl.da_ucr }}{% endif %} + {% if c.ctrl.dr_ucr %}DR: {{ c.ctrl.dr_ucr }}{% endif %} + {% if c.ctrl.actes_ucr %}Actes: {{ c.ctrl.actes_ucr }}{% endif %} +
+ 		+ {% if c.ctrl.contre_argumentation %} +
+ {{ c.ctrl.contre_argumentation[:80] }}{% if c.ctrl.contre_argumentation|length > 80 %}…{% endif %} + 
{{ c.ctrl.contre_argumentation }}
+
+ {% else %} + — + {% endif %} +
+
+{% endif %} +{% endblock %} diff --git a/src/viewer/templates/dashboard.html b/src/viewer/templates/dashboard.html new file mode 100644 index 0000000..c80c729 --- /dev/null +++ b/src/viewer/templates/dashboard.html @@ -0,0 +1,145 @@ +{% extends "base.html" %} +{% block title %}Dashboard{% endblock %} + +{% block sidebar %} +{% for group_name, items in groups.items() %} +
{{ group_name | format_dossier_name }}
+ {% for item in items %} + {% if 'fusionne' in item.name %} + ★ Fusionné + {% else %} + {{ item.name | format_doc_name }} + {% endif %} + {% endfor %} +{% endfor %} +{% endblock %} + +{% block content %} +← Retour à la liste +

Dashboard

+ +{# ---- Cartes métriques ---- #} +
+ {% set cards = [ + ("Dossiers", stats.total_dossiers, "#3b82f6", "#dbeafe"), + ("Fichiers", stats.total_fichiers, "#6366f1", "#e0e7ff"), + ("DAS total", stats.total_das, "#1d4ed8", "#dbeafe"), + ("Actes total", stats.total_actes, "#3730a3", "#e0e7ff"), + ("Alertes", stats.total_alertes, "#c2410c", "#ffedd5"), + ("CMA", stats.total_cma, "#dc2626", "#fee2e2"), + ("Contrôles CPAM", stats.total_cpam, "#b45309", "#fef3c7"), + ("Temps total", stats.processing_time_total | format_duration, "#065f46", "#d1fae5"), + ] %} + {% for label, value, fg, bg in cards %} +
+
{{ label }}
+
{{ value }}
+
+ {% endfor %} +
+ +{# ---- Temps moyen ---- #} +{% if stats.processing_time_avg %} +
+
Temps moyen par fichier : {{ stats.processing_time_avg | format_duration }}
+
+{% endif %} + +{# ---- Distribution confiance DP ---- #} +{% set conf = stats.dp_confidence %} +{% set conf_total = (conf.get('high', 0) + conf.get('medium', 0) + conf.get('low', 0) + conf.get('none', 0)) or 1 %} +
+

Confiance DP

+
+ {% if conf.get('high', 0) %} +
+ {% endif %} + {% if conf.get('medium', 0) %} +
+ {% endif %} + {% if conf.get('low', 0) %} +
+ {% endif %} + {% if conf.get('none', 0) %} +
+ {% endif %} +
+
+ Haute : {{ conf.get('high', 0) }} + Moyenne : {{ conf.get('medium', 0) }} + Basse : {{ conf.get('low', 0) }} + Aucune : {{ conf.get('none', 0) }} +
+
+ +{# ---- Top 15 codes CIM-10 ---- #} +{% if stats.top_codes %} +
+

Top 15 codes CIM-10

+ {% for code, count in stats.top_codes %} +
+ {{ code }} +
+
+
+ {{ count }} +
+ {% endfor %} +
+{% endif %} + +{# ---- Distribution GHM types ---- #} +{% set ghm = stats.ghm_types %} +{% set ghm_total = (ghm.get('C', 0) + ghm.get('M', 0) + ghm.get('K', 0)) or 1 %} +{% if ghm.get('C', 0) or ghm.get('M', 0) or ghm.get('K', 0) %} +
+

Types GHM

+
+ {% if ghm.get('C', 0) %} +
+ {% endif %} + {% if ghm.get('M', 0) %} +
+ {% endif %} + {% if ghm.get('K', 0) %} +
+ {% endif %} +
+
+ C — Chirurgical : {{ ghm.get('C', 0) }} + M — Médical : {{ ghm.get('M', 0) }} + K — Interventionnel : {{ ghm.get('K', 0) }} +
+
+{% endif %} + +{# ---- Distribution sévérité ---- #} +{% set sev = stats.severity_dist %} +{% set sev_total = (sev.get(1, 0) + sev.get(2, 0) + sev.get(3, 0) + sev.get(4, 0)) or 1 %} +{% if sev.get(1, 0) or sev.get(2, 0) or sev.get(3, 0) or sev.get(4, 0) %} +
+

Sévérité GHM

+
+ {% if sev.get(1, 0) %} +
+ {% endif %} + {% if sev.get(2, 0) %} +
+ {% endif %} + {% if sev.get(3, 0) %} +
+ {% endif %} + {% if sev.get(4, 0) %} +
+ {% endif %} +
+
+ Niveau 1 : {{ sev.get(1, 0) }} + Niveau 2 : {{ sev.get(2, 0) }} + Niveau 3 : {{ sev.get(3, 0) }} + Niveau 4 : {{ sev.get(4, 0) }} +
+
+{% endif %} + +{% endblock %}