update readme and cleanup

README.md

@@ -40,7 +40,7 @@ npm run dev
 ```bash
 cd server
 poetry install
-poetry run python server.py
+poetry run dev
 ```
 
 ## Deployment

client/src/context/LeaderboardContext.jsx

@@ -60,6 +60,32 @@ export const LeaderboardProvider = ({ children }) => {
     updateParams,
   ]);
 
+  // Logger les leaderboards non catégorisés
+  useEffect(() => {
+    if (leaderboards.length > 0) {
+      const uncategorizedLeaderboards = leaderboards.filter(
+        (board) =>
+          board.approval_status === "approved" && isUncategorizedBoard(board)
+      );
+
+      if (uncategorizedLeaderboards.length > 0) {
+        console.log("=== LEADERBOARDS NON CATÉGORISÉS ===");
+        console.log(
+          `Total: ${uncategorizedLeaderboards.length} leaderboards non catégorisés`
+        );
+        console.table(
+          uncategorizedLeaderboards.map((board) => ({
+            id: board.id,
+            uid: board.uid,
+            title: board.card_data?.title || "Sans titre",
+            tags: (board.tags || []).join(", "),
+            url: board.card_data?.url || "",
+          }))
+        );
+      }
+    }
+  }, [leaderboards]);
+
   // Wrapper pour setSelectedCategories qui gère aussi l'expansion des sections
   const handleCategorySelection = useCallback((categoryId) => {
     setSelectedCategories((prev) => {

client/src/pages/LeaderboardPage/LeaderboardPage.jsx

@@ -1,6 +1,13 @@
 import React, { useState, useEffect, useMemo } from "react";
-import { Box, CircularProgress, Typography } from "@mui/material";
+import {
+  Box,
+  CircularProgress,
+  Typography,
+  Chip,
+  Tooltip,
+} from "@mui/material";
 import SearchOffIcon from "@mui/icons-material/SearchOff";
+import WarningAmberIcon from "@mui/icons-material/WarningAmber";
 import Logo from "../../components/Logo/Logo";
 import PageTitle from "../../components/PageTitle/PageTitle";
 import LeaderboardSection from "../../components/LeaderboardSection";
@@ -13,6 +20,7 @@ import {
 
 const LeaderboardPageContent = () => {
   const [loading, setLoading] = useState(true);
+  const [showUncategorized, setShowUncategorized] = useState(false);
   const {
     setLeaderboards,
     filterLeaderboards,
@@ -22,6 +30,7 @@ const LeaderboardPageContent = () => {
     searchQuery,
     arenaOnly,
     selectedCategories,
+    leaderboards,
   } = useLeaderboard();
 
   // Vérifier si on a uniquement une recherche textuelle active
@@ -40,6 +49,22 @@ const LeaderboardPageContent = () => {
     );
   }, [allSections]);
 
+  // Calculer le nombre de leaderboards non catégorisés
+  const uncategorizedLeaderboards = useMemo(() => {
+    if (!leaderboards || leaderboards.length === 0) return [];
+    return leaderboards.filter(
+      (board) =>
+        board.approval_status === "approved" &&
+        !board.tags?.some(
+          (tag) =>
+            tag.startsWith("modality:") ||
+            tag.startsWith("eval:") ||
+            tag.startsWith("domain:") ||
+            tag.startsWith("language:")
+        )
+    );
+  }, [leaderboards]);
+
   // Filtrer tous les leaderboards pour la recherche textuelle
   const searchResults = useMemo(() => {
     if (!isOnlyTextSearch) return [];
@@ -106,6 +131,33 @@ const LeaderboardPageContent = () => {
           <span style={{ fontWeight: 600 }}>explore</span> all leaderboards from
           the <span style={{ fontWeight: 600 }}>Hugging Face community</span>
         </Typography>
+
+        {uncategorizedLeaderboards.length > 0 && (
+          <Tooltip
+            title={`${uncategorizedLeaderboards.length} leaderboards approuvés n'ont pas de catégorie et ne sont pas affichés dans les sections`}
+          >
+            <Chip
+              icon={<WarningAmberIcon />}
+              label={`${uncategorizedLeaderboards.length} leaderboards non catégorisés`}
+              color="warning"
+              variant="outlined"
+              sx={{ mt: 1 }}
+              onClick={() => {
+                console.log("=== LEADERBOARDS NON CATÉGORISÉS ===");
+                console.table(
+                  uncategorizedLeaderboards.map((board) => ({
+                    id: board.id,
+                    uid: board.uid,
+                    title: board.card_data?.title || "Sans titre",
+                    tags: (board.tags || []).join(", "),
+                    url: board.card_data?.url || "",
+                  }))
+                );
+                setShowUncategorized(!showUncategorized);
+              }}
+            />
+          </Tooltip>
+        )}
       </Box>
 
       {loading ? (
@@ -123,6 +175,28 @@ const LeaderboardPageContent = () => {
         >
           <LeaderboardFilters allSections={allSections} />
 
+          {/* Section pour les leaderboards non catégorisés */}
+          {showUncategorized && uncategorizedLeaderboards.length > 0 && (
+            <Box
+              sx={{
+                mb: 4,
+                p: 2,
+                border: "1px dashed",
+                borderColor: "warning.main",
+                borderRadius: 2,
+                bgcolor: (theme) => theme.palette.warning.light + "20",
+              }}
+            >
+              <LeaderboardSection
+                id="uncategorized"
+                title={`Leaderboards non catégorisés (${uncategorizedLeaderboards.length})`}
+                leaderboards={uncategorizedLeaderboards}
+                filteredLeaderboards={uncategorizedLeaderboards}
+                showEmptyState={false}
+              />
+            </Box>
+          )}
+
           {/* Message global "No results" seulement si on n'a pas de résultats, pas de section de recherche, et pas de catégories sélectionnées */}
           {!hasLeaderboards &&
             isFiltering &&

server/pyproject.toml

@@ -14,7 +14,7 @@ uvicorn = "^0.27.0"
 python-dotenv = "^1.0.0"
 
 [tool.poetry.scripts]
-dev = "uvicorn server:app --reload --host 0.0.0.0 --port 3002"
+dev = "server:start"
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]

server/server.py

@@ -15,6 +15,11 @@ app = FastAPI()
 # Mount static files for the React client
 app.mount("/", StaticFiles(directory="static", html=True), name="static")
 
+def start():
+    """Entry point for the Poetry script"""
+    import uvicorn
+    uvicorn.run("server:app", host=API_HOST, port=API_PORT, reload=True)
+
 if __name__ == "__main__":
     import uvicorn
     uvicorn.run("server:app", host=API_HOST, port=API_PORT, reload=True)