mutiple fixes

opus_submitter/accounts/models.py

@@ -2,6 +2,14 @@ from django.contrib.auth.models import AbstractUser
 from django.db import models
 
 
+class UserQuerySet(models.QuerySet):
+    pass
+
+
+class UserManager(models.Manager.from_queryset(UserQuerySet)):
+    pass
+
+
 class CustomUser(AbstractUser):
     """Custom User model to store CAS attributes from PolyLAN."""
 
@@ -14,6 +22,11 @@ class CustomUser(AbstractUser):
     # Additional fields that might come from CAS
     cas_attributes = models.JSONField(default=dict, blank=True)
 
+    objects = UserManager()
+
+    class Meta:
+        _base_manager_name = "objects"
+
     def __str__(self):
         return f"{self.username} ({self.cas_user_id})"
 

opus_submitter/animations/admin.py

@@ -0,0 +1,59 @@
+from django.contrib import admin
+from animations.models import PuzzlePointsFactor, PuzzlePointsValue
+
+
+@admin.register(PuzzlePointsFactor)
+class PuzzlePointsFactorAdmin(admin.ModelAdmin):
+    list_display = [
+        "id",
+        "cost",
+        "cycles",
+        "area",
+        "special_notes",
+    ]
+    list_filter = ["cost", "cycles", "area", "special_notes"]
+    search_fields = ["cost", "cycles", "area", "special_notes"]
+    readonly_fields = ["created_at", "updated_at"]
+
+    fieldsets = (
+        (
+            "Basic Information",
+            {"fields": ("cost", "cycles", "area")},
+        ),
+        (
+            "Special notes",
+            {
+                "fields": ("special_notes",),
+                "description": "Special notes about the puzzle. May be some extra restriction, etc...",
+            },
+        ),
+        (
+            "Metadata",
+            {
+                "fields": ("created_at", "updated_at"),
+                "classes": ("collapse",),
+            },
+        ),
+    )
+
+
+@admin.register(PuzzlePointsValue)
+class PuzzlePointsValueAdmin(admin.ModelAdmin):
+    list_display = ["id", "points"]
+    list_filter = ["points"]
+    search_fields = ["points"]
+    readonly_fields = ["created_at", "updated_at"]
+
+    fieldsets = (
+        (
+            "Basic Information",
+            {"fields": ("points",)},
+        ),
+        (
+            "Metadata",
+            {
+                "fields": ("created_at", "updated_at"),
+                "classes": ("collapse",),
+            },
+        ),
+    )

opus_submitter/animations/api.py

@@ -0,0 +1,36 @@
+from django.http.request import HttpRequest
+from ninja import Router
+
+from collections import defaultdict
+
+from accounts.models import CustomUser
+from animations.schemas import RankingSchema
+from submissions.models import PuzzleResponse, SteamCollectionItem
+
+router = Router()
+
+
+@router.get("results", response=RankingSchema)
+def results(request: HttpRequest) -> dict:
+    responses_by_userid = defaultdict(list)
+    responses_by_puzzleid = defaultdict(list)
+
+    for response in list(
+        PuzzleResponse.objects.filter(needs_manual_validation=False)
+        .filter_user_best_response()
+        .prefetch_related("submission__user")
+    ):
+        responses_by_userid[response.submission.user.id].append(response)
+        responses_by_puzzleid[response.puzzle.id].append(response)
+
+    ranking = {}
+
+    for puzzle_id, responses in responses_by_puzzleid.items():
+        ranking[puzzle_id] = sorted(responses, key=lambda x: x.rank_points)
+
+    return {
+        "users": CustomUser.objects.filter(pk__in=responses_by_userid.keys()),
+        "puzzles": SteamCollectionItem.objects.all(),
+        "responses_by_userid": responses_by_userid,
+        "ranking_by_puzzle": ranking,
+    }

opus_submitter/animations/apps.py

@@ -0,0 +1,6 @@
+from django.apps import AppConfig
+
+
+class AnimationsConfig(AppConfig):
+    default_auto_field = 'django.db.models.BigAutoField'
+    name = 'animations'

opus_submitter/animations/migrations/0001_initial.py

@@ -0,0 +1,26 @@
+# Generated by Django 5.2.7 on 2025-11-23 22:33
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='PuzzlePointsFactor',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('created_at', models.DateTimeField(auto_now_add=True)),
+                ('updated_at', models.DateTimeField(auto_now=True)),
+                ('cost', models.IntegerField()),
+                ('cycles', models.IntegerField()),
+                ('area', models.IntegerField()),
+                ('special_notes', models.TextField(blank=True)),
+            ],
+        ),
+    ]

opus_submitter/animations/migrations/0002_puzzlepointsvalue.py

@@ -0,0 +1,22 @@
+# Generated by Django 5.2.7 on 2025-11-24 01:00
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('animations', '0001_initial'),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='PuzzlePointsValue',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('created_at', models.DateTimeField(auto_now_add=True)),
+                ('updated_at', models.DateTimeField(auto_now=True)),
+                ('points', models.JSONField(default=[])),
+            ],
+        ),
+    ]

opus_submitter/animations/models.py

@@ -0,0 +1,24 @@
+from django.db import models
+
+
+class PuzzlePointsFactor(models.Model):
+    # Timestamps
+    created_at = models.DateTimeField(auto_now_add=True)
+    updated_at = models.DateTimeField(auto_now=True)
+
+    cost = models.IntegerField()
+    cycles = models.IntegerField()
+    area = models.IntegerField()
+
+    special_notes = models.TextField(blank=True)
+
+    def __str__(self) -> str:
+        return f"{self.cost} - {self.cycles} - {self.area}"
+
+
+class PuzzlePointsValue(models.Model):
+    # Timestamps
+    created_at = models.DateTimeField(auto_now_add=True)
+    updated_at = models.DateTimeField(auto_now=True)
+
+    points = models.JSONField(default=[])

opus_submitter/animations/schemas.py

@@ -0,0 +1,37 @@
+from ninja import ModelSchema, Schema
+
+from submissions.models import PuzzleResponse
+from submissions.schemas import SteamCollectionItemOut, UserInfoOut
+
+
+class PuzzleResponseRankingOut(ModelSchema):
+    class Meta:
+        model = PuzzleResponse
+        fields = [
+            "id",
+            "puzzle_name",
+            "created_at",
+            "updated_at",
+        ]
+
+    points: int
+    rank_points: int
+    puzzle_user_rank: int
+    user_response_rank: int
+
+    user_id: int
+
+    final_cost: int | None
+    final_cycles: int | None
+    final_area: int | None
+
+    @staticmethod
+    def resolve_user_id(obj) -> int:
+        return obj.submission.user.id
+
+
+class RankingSchema(Schema):
+    users: list[UserInfoOut]
+    puzzles: list[SteamCollectionItemOut]
+    responses_by_userid: dict[int, list[PuzzleResponseRankingOut]]
+    ranking_by_puzzle: dict[int, list[PuzzleResponseRankingOut]]

opus_submitter/animations/tests.py

@@ -0,0 +1,3 @@
+from django.test import TestCase
+
+# Create your tests here.

opus_submitter/animations/views.py

@@ -0,0 +1,3 @@
+from django.shortcuts import render
+
+# Create your views here.

opus_submitter/opus_submitter/api.py

@@ -1,6 +1,7 @@
 from ninja import NinjaAPI
 from submissions.api import router as submissions_router
 from submissions.schemas import UserInfoOut
+from animations.api import router as results_router
 
 # Create the main API instance
 api = NinjaAPI(
@@ -26,6 +27,7 @@ It provides features for user authentication, puzzle listing, submission uploads
 
 # Include the submissions router
 api.add_router("/submissions/", submissions_router, tags=["submissions"])
+api.add_router("/results/", results_router, tags=["results"])
 
 
 # Health check endpoint

opus_submitter/opus_submitter/settings.py

@@ -40,6 +40,7 @@ INSTALLED_APPS = [
     "django.contrib.staticfiles",
     "django_vite",
     "accounts",
+    "animations",
     "submissions",
 ]
 

opus_submitter/package.json

@@ -11,6 +11,7 @@
   },
   "dependencies": {
     "@tailwindcss/vite": "^4.1.16",
+    "@tanstack/vue-table": "^8.21.3",
     "@vueuse/core": "^14.0.0",
     "install": "^0.13.0",
     "pinia": "^3.0.3",

opus_submitter/pnpm-lock.yaml

@@ -11,6 +11,9 @@ importers:
       '@tailwindcss/vite':
         specifier: ^4.1.16
         version: 4.1.16(vite@7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.2))
+      '@tanstack/vue-table':
+        specifier: ^8.21.3
+        version: 8.21.3(vue@3.5.22(typescript@5.9.3))
       '@vueuse/core':
         specifier: ^14.0.0
         version: 14.0.0(vue@3.5.22(typescript@5.9.3))
@@ -452,6 +455,16 @@ packages:
     peerDependencies:
       vite: ^5.2.0 || ^6 || ^7
 
+  '@tanstack/table-core@8.21.3':
+    resolution: {integrity: sha512-ldZXEhOBb8Is7xLs01fR3YEc3DERiz5silj8tnGkFZytt1abEvl/GhUmCE0PMLaMPTa3Jk4HbKmRlHmu+gCftg==}
+    engines: {node: '>=12'}
+
+  '@tanstack/vue-table@8.21.3':
+    resolution: {integrity: sha512-rusRyd77c5tDPloPskctMyPLFEQUeBzxdQ+2Eow4F7gDPlPOB1UnnhzfpdvqZ8ZyX2rRNGmqNnQWm87OI2OQPw==}
+    engines: {node: '>=12'}
+    peerDependencies:
+      vue: '>=3.2'
+
   '@types/estree@1.0.8':
     resolution: {integrity: sha512-dWHzHa2WqEXI/O1E9OjrocMTKJl2mSrEolh1Iomrv6U+JuNwaHXsXx9bLu5gG7BUWFIN0skIQJQ/L1rIex4X6w==}
 
@@ -1120,6 +1133,13 @@ snapshots:
       tailwindcss: 4.1.16
       vite: 7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.2)
 
+  '@tanstack/table-core@8.21.3': {}
+
+  '@tanstack/vue-table@8.21.3(vue@3.5.22(typescript@5.9.3))':
+    dependencies:
+      '@tanstack/table-core': 8.21.3
+      vue: 3.5.22(typescript@5.9.3)
+
   '@types/estree@1.0.8': {}
 
   '@types/node@24.9.2':

opus_submitter/src/App.vue

@@ -3,6 +3,7 @@ import { ref, onMounted, computed } from "vue";
 import PuzzleCard from "@/components/PuzzleCard.vue";
 import SubmissionForm from "@/components/SubmissionForm.vue";
 import AdminPanel from "@/components/AdminPanel.vue";
+import Results from "@/components/Results.vue";
 import { apiService, errorHelpers } from "@/services/apiService";
 import { usePuzzlesStore } from "@/stores/puzzles";
 import { useSubmissionsStore } from "@/stores/submissions";
@@ -39,10 +40,10 @@ const responsesByPuzzle = computed(() => {
   submissions.value.forEach((submission) => {
     submission.responses.forEach((response) => {
       // Handle both number and object types for puzzle field
-      if (!grouped[response.puzzle]) {
+      if (!grouped[response.puzzle_id]) {
-        grouped[response.puzzle] = [];
+        grouped[response.puzzle_id] = [];
       }
-      grouped[response.puzzle].push(response);
+      grouped[response.puzzle_id].push(response);
     });
   });
   return grouped;
@@ -197,6 +198,8 @@ const reloadPage = () => {
           </div>
         </div>
 
+        <Results />
+
         <!-- Admin Panel (only for superusers) -->
         <div v-if="isSuperuser">
           <AdminPanel />

opus_submitter/src/components/AdminPanel.vue

@@ -151,10 +151,6 @@
         <img :src="file.file_url" />
       </div>
 
-      <div class="mockup-code w-full">
-        <pre><code>{{ validationModal}}</code></pre>
-      </div>
-
       <div v-if="validationModal.response" class="space-y-4">
         <div class="alert alert-info">
           <i class="mdi mdi-information-outline"></i>
@@ -194,7 +190,9 @@
               v-model="validationModal.data.validated_cost"
               type="text"
               class="input input-bordered input-sm"
-              :placeholder="validationModal.response.cost || 'Enter cost'"
+              :placeholder="
+                validationModal.response.cost?.toString() || 'Enter cost'
+              "
             />
           </div>
 
@@ -206,7 +204,9 @@
               v-model="validationModal.data.validated_cycles"
               type="text"
               class="input input-bordered input-sm"
-              :placeholder="validationModal.response.cycles || 'Enter cycles'"
+              :placeholder="
+                validationModal.response.cycles?.toString() || 'Enter cycles'
+              "
             />
           </div>
 
@@ -218,7 +218,9 @@
               v-model="validationModal.data.validated_area"
               type="text"
               class="input input-bordered input-sm"
-              :placeholder="validationModal.response.area || 'Enter area'"
+              :placeholder="
+                validationModal.response.area?.toString() || 'Enter area'
+              "
             />
           </div>
         </div>
@@ -239,6 +241,10 @@
             {{ isValidating ? "Validating..." : "Validate" }}
           </button>
         </div>
+
+        <div class="mockup-code w-full">
+          <pre><code>{{ validationModal}}</code></pre>
+        </div>
       </div>
     </div>
     <div class="modal-backdrop" @click="closeValidationModal"></div>
@@ -270,9 +276,9 @@ const validationModal = ref({
   response: null as PuzzleResponse | null,
   data: {
     puzzle: -1,
-    validated_cost: "",
+    validated_cost: 0,
-    validated_cycles: "",
+    validated_cycles: 0,
-    validated_area: "",
+    validated_area: 0,
   },
 });
 
@@ -332,10 +338,10 @@ const autoValidationResponse = async () => {
 const openValidationModal = (response: PuzzleResponse) => {
   validationModal.value.response = response;
   validationModal.value.data = {
-    puzzle: response.puzzle || -1,
+    puzzle: response.puzzle_id || -1,
-    validated_cost: response.cost || "",
+    validated_cost: response.cost || 0,
-    validated_cycles: response.cycles || "",
+    validated_cycles: response.cycles || 0,
-    validated_area: response.area || "",
+    validated_area: response.area || 0,
   };
   validationModal.value.show = true;
 };
@@ -345,9 +351,9 @@ const closeValidationModal = () => {
   validationModal.value.response = null;
   validationModal.value.data = {
     puzzle: -1,
-    validated_cost: "",
+    validated_cost: 0,
-    validated_cycles: "",
+    validated_cycles: 0,
-    validated_area: "",
+    validated_area: 0,
   };
 };
 

opus_submitter/src/components/PuzzleCard.vue

@@ -1,6 +1,7 @@
 <template>
   <div
-    class="card bg-base-100 shadow-xl hover:shadow-2xl transition-shadow duration-300"
+    class="card bg-base-100 shadow-lg hover:shadow-2xl transition-shadow duration-300"
+    :class="responses?.length == 0 ? 'shadow-red-900' : 'shadow-primary-300'"
   >
     <div class="card-body">
       <div class="flex items-start justify-between">
@@ -14,9 +15,7 @@
             <div class="badge badge-primary badge-sm">
               {{ puzzle.steam_item_id }}
             </div>
-            <div class="badge badge-ghost badge-sm">
+            <div class="badge badge-ghost badge-sm">ID: {{ puzzle.id }}</div>
-              Order: {{ puzzle.order_index + 1 }}
-            </div>
           </div>
 
           <p

opus_submitter/src/components/Results.vue

@@ -0,0 +1,12 @@
+<script setup lang="ts"></script>
+
+<template>
+  <div class="mb-8">
+    <div class="card bg-base-100 shadow-lg">
+      <div class="card-body">
+        <h2 class="card-title text-2xl">General Results</h2>
+        <div class="flex flex-wrap gap-4 mt-4">TODO :)</div>
+      </div>
+    </div>
+  </div>
+</template>

opus_submitter/src/services/apiService.ts

@@ -119,9 +119,9 @@ export class ApiService {
       responses: Array<{
         puzzle_id: number
         puzzle_name: string
-        cost?: string
+        cost?: number
-        cycles?: string
+        cycles?: number
-        area?: string
+        area?: number
         needs_manual_validation?: boolean
         ocr_confidence_cost?: number
         ocr_confidence_cycles?: number
@@ -147,9 +147,9 @@ export class ApiService {
   async validateResponse(
     responseId: number,
     validationData: {
-      validated_cost?: string
+      validated_cost?: number
-      validated_cycles?: string
+      validated_cycles?: number
-      validated_area?: string
+      validated_area?: number
     }
   ): Promise<ApiResponse<PuzzleResponse>> {
     return this.request<PuzzleResponse>(`/submissions/responses/${responseId}/validate`, {
@@ -237,61 +237,23 @@ export const submissionHelpers = {
     notes?: string,
     manualValidationRequested?: boolean
   ): Promise<ApiResponse<Submission>> {
-    // Group files by detected puzzle
-    const responsesByPuzzle: Record<string, {
-      puzzle: SteamCollectionItem | null,
-      files: SubmissionFile[]
-    }> = {}
 
-    files.forEach(file => {
+    const responses = files.map(item => {
-      // Use manual puzzle selection if available, otherwise fall back to OCR
-      const puzzleName = file.manualPuzzleSelection || file.ocrData?.puzzle
 
-      if (puzzleName) {
+      const puzzle = puzzleHelpers.findPuzzleByName(puzzles, item.ocrData?.puzzle || '')
-        if (!responsesByPuzzle[puzzleName]) {
+      if (!puzzle) { return }
-          responsesByPuzzle[puzzleName] = {
-            puzzle: puzzleHelpers.findPuzzleByName(puzzles, puzzleName),
-            files: []
-          }
-        }
-        responsesByPuzzle[puzzleName].files.push(file)
-      }
-    })
-
-    // Create responses array
-    const responses = Object.entries(responsesByPuzzle)
-      .filter(([_, data]) => data.puzzle) // Only include matched puzzles
-      .map(([puzzleName, data]) => {
-        // Get OCR data from the first file with complete data
-        const fileWithOCR = data.files.find(f =>
-          f.ocrData?.cost || f.ocrData?.cycles || f.ocrData?.area
-        )
-
-        // Check if manual validation is needed
-        const needsValidation = !fileWithOCR?.ocrData ||
-          !fileWithOCR.ocrData.cost ||
-          !fileWithOCR.ocrData.cycles ||
-          !fileWithOCR.ocrData.area
-
-        return {
-          puzzle_id: data.puzzle!.id,
-          puzzle_name: puzzleName,
-          cost: fileWithOCR?.ocrData?.cost,
-          cycles: fileWithOCR?.ocrData?.cycles,
-          area: fileWithOCR?.ocrData?.area,
-          needs_manual_validation: needsValidation,
-          ocr_confidence_cost: fileWithOCR?.ocrData?.confidence?.cost || 0.0,
-          ocr_confidence_cycles: fileWithOCR?.ocrData?.confidence?.cycles || 0.0,
-          ocr_confidence_area: fileWithOCR?.ocrData?.confidence?.area || 0.0
-        }
-      })
-
-    if (responses.length === 0) {
       return {
-        error: 'No valid puzzle responses found',
+        puzzle_id: puzzle.id,
-        status: 400
+        puzzle_name: item.ocrData?.puzzle || '',
+        cost: item.ocrData?.cost,
+        cycles: item.ocrData?.cycles,
+        area: item.ocrData?.area,
+        needs_manual_validation: (item.ocrData?.confidence.overall ?? 0) <= 0.8,
+        ocr_confidence_cost: item.ocrData?.confidence?.cost || 0.0,
+        ocr_confidence_cycles: item.ocrData?.confidence?.cycles || 0.0,
+        ocr_confidence_area: item.ocrData?.confidence?.area || 0.0
       }
-    }
+    }).filter(item => item !== undefined)
 
     // Extract actual File objects for upload
     const fileObjects = files.map(f => f.file)

opus_submitter/src/services/ocrService.ts

@@ -1,6 +1,7 @@
+import { OpusMagnumData } from '@/types';
 import { createWorker } from 'tesseract.js';
 
-export interface OpusMagnumData {
+export interface OpusMagnumOCRData {
   puzzle: string;
   cost: string;
   cycles: string;
@@ -132,7 +133,7 @@ export class OpusMagnumOCRService {
           ctx.drawImage(img, 0, 0);
 
           // Extract text from each region
-          const results: Partial<OpusMagnumData> = {};
+          const results: Partial<OpusMagnumOCRData> = {};
           const confidenceScores: Record<string, number> = {};
 
           for (const [key, region] of Object.entries(this.regions)) {
@@ -227,9 +228,9 @@ export class OpusMagnumOCRService {
 
           resolve({
             puzzle: results.puzzle || '',
-            cost: results.cost || '',
+            cost: parseInt(results.cost || ''),
-            cycles: results.cycles || '',
+            cycles: parseInt(results.cycles || ''),
-            area: results.area || '',
+            area: parseInt(results.area || ''),
             confidence: {
               puzzle: confidenceScores.puzzle || 0,
               cost: confidenceScores.cost || 0,

opus_submitter/src/stores/submissions.ts

@@ -1,4 +1,4 @@
-import { defineStore } from 'pinia'
+import { defineStore, storeToRefs } from 'pinia'
 import { ref } from 'vue'
 import type { Submission, SubmissionFile } from '@/types'
 import { submissionHelpers } from '@/services/apiService'
@@ -12,6 +12,9 @@ export const useSubmissionsStore = defineStore('submissions', () => {
   const error = ref<string>('')
   const isSubmissionModalOpen = ref(false)
 
+  const puzzlesStore = usePuzzlesStore()
+  const { puzzles } = storeToRefs(puzzlesStore)
+
   // Actions
   const loadSubmissions = async (limit = 20, offset = 0) => {
     try {
@@ -42,11 +45,9 @@ export const useSubmissionsStore = defineStore('submissions', () => {
       isLoading.value = true
       error.value = ''
 
-      const puzzlesStore = usePuzzlesStore()
-
       const response = await submissionHelpers.createFromFiles(
         files,
-        puzzlesStore.puzzles,
+        puzzles.value,
         notes,
         manualValidationRequested
       )

opus_submitter/src/types/index.ts

@@ -26,9 +26,9 @@ export interface SteamCollectionItem {
 
 export interface OpusMagnumData {
   puzzle: string
-  cost: string
+  cost: number
-  cycles: string
+  cycles: number
-  area: string
+  area: number
   confidence: {
     puzzle: number
     cost: number
@@ -54,21 +54,21 @@ export interface SubmissionFile {
 export interface PuzzleResponse {
   id?: number
   // puzzle: number | SteamCollectionItem
-  puzzle: number
+  puzzle_id: number
   puzzle_name: string
-  cost?: string
+  cost?: number
-  cycles?: string
+  cycles?: number
-  area?: string
+  area?: number
   needs_manual_validation?: boolean
   ocr_confidence_cost?: number
   ocr_confidence_cycles?: number
   ocr_confidence_area?: number
-  validated_cost?: string
+  validated_cost?: number
-  validated_cycles?: string
+  validated_cycles?: number
-  validated_area?: string
+  validated_area?: number
-  final_cost?: string
+  final_cost?: number
-  final_cycles?: string
+  final_cycles?: number
-  final_area?: string
+  final_area?: number
   files?: SubmissionFile[]
   created_at?: string
   updated_at?: string

opus_submitter/submissions/admin.py

@@ -1,7 +1,7 @@
 from django.contrib import admin
 from django.utils.html import format_html
 from django.utils import timezone
-from .models import (
+from submissions.models import (
     SteamAPIKey,
     SteamCollection,
     SteamCollectionItem,
@@ -148,6 +148,7 @@ class SteamCollectionItemAdmin(admin.ModelAdmin):
         ("Author Information", {"fields": ("author_name", "author_steam_id")}),
         ("Metadata", {"fields": ("tags",)}),
         ("Timestamps", {"fields": ("created_at", "updated_at")}),
+        ("Points factor", {"fields": ("points_factor", "points_value")}),
     )
 
 

opus_submitter/submissions/api.py

@@ -112,6 +112,14 @@ def create_submission(
                     ocr_confidence_cost=response_data.ocr_confidence_cost,
                     ocr_confidence_cycles=response_data.ocr_confidence_cycles,
                     ocr_confidence_area=response_data.ocr_confidence_area,
+                    **{
+                        # Put validated if not manual validation is needed
+                        "validated_cost": response_data.cost,
+                        "validated_cycles": response_data.cycles,
+                        "validated_area": response_data.area,
+                    }
+                    if not data.manual_validation_requested
+                    else {},
                 )
 
                 # Process files for this response
@@ -197,7 +205,7 @@ def validate_response(request, response_id: int, data: ValidationIn):
 
 
 @router.put("/responses/{response_id}/validate/auto", response=PuzzleResponseOut)
-def validate_response(request, response_id: int):
+def validate_auto(request, response_id: int):
     """Try to auto validate a puzzle response"""
 
     if not request.user.is_authenticated or not request.user.is_staff:

opus_submitter/submissions/migrations/0009_steamcollectionitem_points_factor.py

@@ -0,0 +1,20 @@
+# Generated by Django 5.2.7 on 2025-11-23 22:33
+
+import django.db.models.deletion
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('animations', '0001_initial'),
+        ('submissions', '0008_alter_puzzleresponse_unique_together'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='steamcollectionitem',
+            name='points_factor',
+            field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.SET_NULL, to='animations.puzzlepointsfactor'),
+        ),
+    ]

opus_submitter/submissions/migrations/0010_alter_puzzleresponse_validated_area_and_more.py

@@ -0,0 +1,28 @@
+# Generated by Django 5.2.7 on 2025-11-23 23:10
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('submissions', '0009_steamcollectionitem_points_factor'),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name='puzzleresponse',
+            name='validated_area',
+            field=models.IntegerField(blank=True, help_text='Manually validated area value'),
+        ),
+        migrations.AlterField(
+            model_name='puzzleresponse',
+            name='validated_cost',
+            field=models.IntegerField(blank=True, help_text='Manually validated cost value'),
+        ),
+        migrations.AlterField(
+            model_name='puzzleresponse',
+            name='validated_cycles',
+            field=models.IntegerField(blank=True, help_text='Manually validated cycles value'),
+        ),
+    ]

opus_submitter/submissions/migrations/0011_alter_puzzleresponse_area_alter_puzzleresponse_cost_and_more.py

@@ -0,0 +1,28 @@
+# Generated by Django 5.2.7 on 2025-11-23 23:13
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('submissions', '0010_alter_puzzleresponse_validated_area_and_more'),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name='puzzleresponse',
+            name='area',
+            field=models.IntegerField(blank=True, help_text='Area value from OCR'),
+        ),
+        migrations.AlterField(
+            model_name='puzzleresponse',
+            name='cost',
+            field=models.IntegerField(blank=True, help_text='Cost value from OCR'),
+        ),
+        migrations.AlterField(
+            model_name='puzzleresponse',
+            name='cycles',
+            field=models.IntegerField(blank=True, help_text='Cycles value from OCR'),
+        ),
+    ]

opus_submitter/submissions/migrations/0012_alter_puzzleresponse_validated_area_and_more.py

@@ -0,0 +1,28 @@
+# Generated by Django 5.2.7 on 2025-11-23 23:23
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('submissions', '0011_alter_puzzleresponse_area_alter_puzzleresponse_cost_and_more'),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name='puzzleresponse',
+            name='validated_area',
+            field=models.IntegerField(blank=True, help_text='Manually validated area value', null=True),
+        ),
+        migrations.AlterField(
+            model_name='puzzleresponse',
+            name='validated_cost',
+            field=models.IntegerField(blank=True, help_text='Manually validated cost value', null=True),
+        ),
+        migrations.AlterField(
+            model_name='puzzleresponse',
+            name='validated_cycles',
+            field=models.IntegerField(blank=True, help_text='Manually validated cycles value', null=True),
+        ),
+    ]

opus_submitter/submissions/migrations/0013_steamcollectionitem_points_value.py

@@ -0,0 +1,20 @@
+# Generated by Django 5.2.7 on 2025-11-24 01:00
+
+import django.db.models.deletion
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('animations', '0002_puzzlepointsvalue'),
+        ('submissions', '0012_alter_puzzleresponse_validated_area_and_more'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='steamcollectionitem',
+            name='points_value',
+            field=models.ForeignKey(null=True, on_delete=django.db.models.deletion.SET_NULL, to='animations.puzzlepointsvalue'),
+        ),
+    ]

opus_submitter/submissions/models.py

@@ -1,11 +1,43 @@
+from typing import Self
 from django.db import models
 from django.contrib.auth import get_user_model
 from django.core.exceptions import ValidationError
 import uuid
 
+from django.db.models.expressions import Window
+from django.db.models.functions import Cast, Rank, RowNumber
+from django.db.models.query import F
+
 User = get_user_model()
 
 
+class JsonIndex(models.Func):
+    function = ""
+    template = "%(json_field)s -> (%(index)s::int)"
+
+    def __init__(self, json_field, index_expression, **extra):
+        super().__init__(json_field, index_expression, **extra)
+        self.output_field = models.IntegerField()
+
+    def resolve_expression(
+        self, query, allow_joins=True, reuse=None, summarize=False, for_save=False
+    ):
+        # Resolve both expressions in the query context to ensure joins are set up correctly
+        clone = self.copy()
+        clone.source_expressions = [
+            expr.resolve_expression(query, allow_joins, reuse, summarize, for_save)
+            for expr in self.source_expressions
+        ]
+        return clone
+
+    def as_sql(self, compiler, connection):
+        json_sql, json_params = compiler.compile(self.source_expressions[0])
+        idx_sql, idx_params = compiler.compile(self.source_expressions[1])
+        sql = self.template % {"json_field": json_sql, "index": idx_sql}
+        params = json_params + idx_params
+        return sql, params
+
+
 class SteamAPIKey(models.Model):
     """Model to store Steam API key configuration - Admin only"""
 
@@ -178,6 +210,19 @@ class SteamCollectionItem(models.Model):
     created_at = models.DateTimeField(auto_now_add=True)
     updated_at = models.DateTimeField(auto_now=True)
 
+    # Puzzle points
+    points_factor = models.ForeignKey(
+        "animations.PuzzlePointsFactor",
+        null=True,
+        on_delete=models.SET_NULL,
+    )
+
+    points_value = models.ForeignKey(
+        "animations.PuzzlePointsValue",
+        null=True,
+        on_delete=models.SET_NULL,
+    )
+
     class Meta:
         ordering = ["collection", "order_index"]
         unique_together = ["collection", "steam_item_id"]
@@ -271,6 +316,48 @@ class Submission(models.Model):
         return self.responses.filter(needs_manual_validation=True).exists()
 
 
+class PuzzleResponseQuerySet(models.QuerySet):
+    def annotate_rank_points(self) -> Self:
+        return (
+            self.annotate(
+                points=F("puzzle__points_factor__cost") * F("validated_cost")
+                + F("puzzle__points_factor__cycles") * F("validated_cycles")
+                + F("puzzle__points_factor__area") * F("validated_area")
+            )
+            .annotate(
+                user_response_rank=Window(
+                    expression=RowNumber(),
+                    partition_by=[F("puzzle"), F("submission__user")],
+                    order_by=F("points").asc(),
+                )
+            )
+            # .filter(user_response_rank=1)
+            .annotate(
+                puzzle_user_rank=Window(
+                    expression=Rank(),
+                    partition_by=[F("puzzle")],
+                    order_by=F("points").asc(),
+                )
+            )
+            .annotate(
+                rank_points=Cast(
+                    JsonIndex(
+                        F("puzzle__points_value__points"),
+                        Cast(F("puzzle_user_rank") - 1, models.IntegerField()),
+                    ),
+                    models.IntegerField(),
+                )
+            )
+        )
+
+    def filter_user_best_response(self) -> Self:
+        return self.annotate_rank_points().filter(user_response_rank=1)
+
+
+class PuzzleResponseManager(models.Manager.from_queryset(PuzzleResponseQuerySet)):
+    pass
+
+
 class PuzzleResponse(models.Model):
     """Model representing a response/solution for a specific puzzle"""
 
@@ -289,11 +376,9 @@ class PuzzleResponse(models.Model):
     puzzle_name = models.CharField(
         max_length=255, help_text="Puzzle name as detected by OCR"
     )
-    cost = models.CharField(max_length=20, blank=True, help_text="Cost value from OCR")
+    cost = models.IntegerField(blank=True, help_text="Cost value from OCR")
-    cycles = models.CharField(
+    cycles = models.IntegerField(blank=True, help_text="Cycles value from OCR")
-        max_length=20, blank=True, help_text="Cycles value from OCR"
+    area = models.IntegerField(blank=True, help_text="Area value from OCR")
-    )
-    area = models.CharField(max_length=20, blank=True, help_text="Area value from OCR")
 
     # Validation flags
     needs_manual_validation = models.BooleanField(
@@ -311,24 +396,27 @@ class PuzzleResponse(models.Model):
     )
 
     # Manual validation overrides
-    validated_cost = models.CharField(
+    validated_cost = models.IntegerField(
-        max_length=20, blank=True, help_text="Manually validated cost value"
+        null=True, blank=True, help_text="Manually validated cost value"
     )
-    validated_cycles = models.CharField(
+    validated_cycles = models.IntegerField(
-        max_length=20, blank=True, help_text="Manually validated cycles value"
+        null=True, blank=True, help_text="Manually validated cycles value"
     )
-    validated_area = models.CharField(
+    validated_area = models.IntegerField(
-        max_length=20, blank=True, help_text="Manually validated area value"
+        null=True, blank=True, help_text="Manually validated area value"
     )
 
     # Timestamps
     created_at = models.DateTimeField(auto_now_add=True)
     updated_at = models.DateTimeField(auto_now=True)
 
+    objects = PuzzleResponseManager()
+
     class Meta:
         ordering = ["submission", "puzzle__order_index"]
         verbose_name = "Puzzle Response"
         verbose_name_plural = "Puzzle Responses"
+        _base_manager_name = "objects"
 
     def __str__(self):
         return f"Response for {self.puzzle_name} in {self.submission}"

opus_submitter/submissions/schemas.py

@@ -20,9 +20,9 @@ class PuzzleResponseIn(Schema):
 
     puzzle_id: int
     puzzle_name: str
-    cost: Optional[str] = None
+    cost: Optional[int] = None
-    cycles: Optional[str] = None
+    cycles: Optional[int] = None
-    area: Optional[str] = None
+    area: Optional[int] = None
     needs_manual_validation: bool = False
     ocr_confidence_cost: Optional[float] = None
     ocr_confidence_cycles: Optional[float] = None
@@ -61,9 +61,9 @@ class PuzzleResponseOut(ModelSchema):
     """Schema for puzzle response output"""
 
     files: List[SubmissionFileOut]
-    final_cost: Optional[str]
+    final_cost: Optional[int]
-    final_cycles: Optional[str]
+    final_cycles: Optional[int]
-    final_area: Optional[str]
+    final_area: Optional[int]
 
     class Meta:
         model = PuzzleResponse
@@ -126,9 +126,9 @@ class ValidationIn(Schema):
     """Schema for manual validation input"""
 
     puzzle: Optional[int] = None
-    validated_cost: Optional[str] = None
+    validated_cost: Optional[int] = None
-    validated_cycles: Optional[str] = None
+    validated_cycles: Optional[int] = None
-    validated_area: Optional[str] = None
+    validated_area: Optional[int] = None
 
 
 # Collection Schemas

opus_submitter/submissions/utils.py

@@ -4,7 +4,7 @@ Utilities for fetching Steam Workshop collection data using Steam Web API
 
 import re
 import requests
-from submissions.models import SteamCollection, SubmissionFile
+from submissions.models import SteamCollection, SteamCollectionItem, SubmissionFile
 from datetime import datetime
 from django.utils import timezone
 from django.conf import settings
@@ -485,7 +485,7 @@ def verify_ocr_data_for_file(file: str) -> tuple[str, int, int, int]:
     # cv2.imwrite("output_debug.jpg", output)
 
     os.remove("temp.jpg")
-    return puzzle, cost, cycles, area
+    return puzzle, int(cost), int(cycles), int(area)
 
 
 def verify_and_validate_ocr_date_for_submission(file: SubmissionFile):
@@ -496,10 +496,15 @@ def verify_and_validate_ocr_date_for_submission(file: SubmissionFile):
         f"{r.submission.user}: ({r.cost: >4} {r.cycles: >4} {r.area: >4}) -> ({ocr_data[1]: >4} {ocr_data[2]: >4} {ocr_data[3]: >4})"
     )
 
+    if puzzle := SteamCollectionItem.objects.filter(title=ocr_data[0]).first():
+        # print(f"{r.puzzle.title} -> {ocr_data[0]}")
+        r.puzzle = puzzle
+
     valid_count = 0
     for index, field in enumerate(["cost", "cycles", "area"]):
         value = getattr(r, field, -1)
 
+        # print(f"{value} -> {ocr_data[index + 1]}")
         if value == ocr_data[index + 1]:
             setattr(r, f"validated_{field}", value)
             valid_count += 1

pyproject.toml

@@ -7,12 +7,13 @@ dependencies = [
     "django>=5.2.7",
     "django-vite>=3.1.0",
     "requests>=2.31.0",
-    "django-ninja>=1.3.0",
     "pillow>=10.0.0",
     "gunicorn>=23.0.0",
     "opencv-python>=4.12.0.88",
     "pytesseract>=0.3.13",
     "pandas>=2.3.3",
+    "django-shinobi>=1.4.0",
+    "psycopg2>=2.9.11",
 ]
 
 [build-system]

uv.lock

@@ -198,16 +198,16 @@ wheels = [
 ]
 
 [[package]]
-name = "django-ninja"
+name = "django-shinobi"
-version = "1.4.5"
+version = "1.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "django" },
     { name = "pydantic" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/fa/9a/558489e0e25173772fbd826306b7d1777e80285b02d69e0e1aaec41e3eec/django_ninja-1.4.5.tar.gz", hash = "sha256:aa1a2ee2b22c5f1c2f4bfbc004386be7074cbfaf133680c2b359a31221965503", size = 3710511, upload-time = "2025-10-19T18:28:02.362Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/dc/c1/73fc6f2524ac424ff9514a4cae3774f3244e67cb5e606c9588cf77e12220/django_shinobi-1.4.0.tar.gz", hash = "sha256:8a9b10cf996e08120c8b399ac47e8bd4f99aa0d4516b90dd55676f71881e3e97", size = 3719280, upload-time = "2025-08-26T21:20:52.836Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/49/e3/168274a8def4b9a2fb2540319a68914e8e4e529cd7f7b5f1ba8939d011bc/django_ninja-1.4.5-py3-none-any.whl", hash = "sha256:d779702ddc6e17b10739049ddb075a6a1e6c6270bdc04e0b0429f6adbf670373", size = 2426449, upload-time = "2025-10-19T18:28:00.518Z" },
+    { url = "https://files.pythonhosted.org/packages/80/83/9d5da51836be6258f0af32008bceb0abf57ae73bf50a4e2c152fc511e6b2/django_shinobi-1.4.0-py3-none-any.whl", hash = "sha256:844044763d2bacf9d5a30cf00070896fcdd9a44f07be390bcc3051ef67ea98f9", size = 2429465, upload-time = "2025-08-26T21:20:51.112Z" },
 ]
 
 [[package]]
@@ -504,12 +504,13 @@ version = "0.1.0"
 source = { editable = "." }
 dependencies = [
     { name = "django" },
-    { name = "django-ninja" },
+    { name = "django-shinobi" },
     { name = "django-vite" },
     { name = "gunicorn" },
     { name = "opencv-python" },
     { name = "pandas" },
     { name = "pillow" },
+    { name = "psycopg2" },
     { name = "pytesseract" },
     { name = "requests" },
 ]
@@ -531,12 +532,13 @@ dev = [
 [package.metadata]
 requires-dist = [
     { name = "django", specifier = ">=5.2.7" },
-    { name = "django-ninja", specifier = ">=1.3.0" },
+    { name = "django-shinobi", specifier = ">=1.4.0" },
     { name = "django-vite", specifier = ">=3.1.0" },
     { name = "gunicorn", specifier = ">=23.0.0" },
     { name = "opencv-python", specifier = ">=4.12.0.88" },
     { name = "pandas", specifier = ">=2.3.3" },
     { name = "pillow", specifier = ">=10.0.0" },
+    { name = "psycopg2", specifier = ">=2.9.11" },
     { name = "pytesseract", specifier = ">=0.3.13" },
     { name = "requests", specifier = ">=2.31.0" },
 ]
@@ -780,6 +782,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/84/03/0d3ce49e2505ae70cf43bc5bb3033955d2fc9f932163e84dc0779cc47f48/prompt_toolkit-3.0.52-py3-none-any.whl", hash = "sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955", size = 391431, upload-time = "2025-08-27T15:23:59.498Z" },
 ]
 
+[[package]]
+name = "psycopg2"
+version = "2.9.11"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/89/8d/9d12bc8677c24dad342ec777529bce705b3e785fa05d85122b5502b9ab55/psycopg2-2.9.11.tar.gz", hash = "sha256:964d31caf728e217c697ff77ea69c2ba0865fa41ec20bb00f0977e62fdcc52e3", size = 379598, upload-time = "2025-10-10T11:14:46.075Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e3/ba/b7672ed9d0be238265972ef52a7a8c9e9e815ca2a7dc19a1b2e4b5b637f0/psycopg2-2.9.11-cp310-cp310-win_amd64.whl", hash = "sha256:103e857f46bb76908768ead4e2d0ba1d1a130e7b8ed77d3ae91e8b33481813e8", size = 2713725, upload-time = "2025-10-10T11:10:09.391Z" },
+    { url = "https://files.pythonhosted.org/packages/86/fe/d6dce306fd7b61e312757ba4d068617f562824b9c6d3e4a39fc578ea2814/psycopg2-2.9.11-cp311-cp311-win_amd64.whl", hash = "sha256:210daed32e18f35e3140a1ebe059ac29209dd96468f2f7559aa59f75ee82a5cb", size = 2713723, upload-time = "2025-10-10T11:10:12.957Z" },
+    { url = "https://files.pythonhosted.org/packages/b5/bf/635fbe5dd10ed200afbbfbe98f8602829252ca1cce81cc48fb25ed8dadc0/psycopg2-2.9.11-cp312-cp312-win_amd64.whl", hash = "sha256:e03e4a6dbe87ff81540b434f2e5dc2bddad10296db5eea7bdc995bf5f4162938", size = 2713969, upload-time = "2025-10-10T11:10:15.946Z" },
+    { url = "https://files.pythonhosted.org/packages/88/5a/18c8cb13fc6908dc41a483d2c14d927a7a3f29883748747e8cb625da6587/psycopg2-2.9.11-cp313-cp313-win_amd64.whl", hash = "sha256:8dc379166b5b7d5ea66dcebf433011dfc51a7bb8a5fc12367fa05668e5fc53c8", size = 2714048, upload-time = "2025-10-10T11:10:19.816Z" },
+    { url = "https://files.pythonhosted.org/packages/47/08/737aa39c78d705a7ce58248d00eeba0e9fc36be488f9b672b88736fbb1f7/psycopg2-2.9.11-cp314-cp314-win_amd64.whl", hash = "sha256:f10a48acba5fe6e312b891f290b4d2ca595fc9a06850fe53320beac353575578", size = 2803738, upload-time = "2025-10-10T11:10:23.196Z" },
+]
+
 [[package]]
 name = "ptyprocess"
 version = "0.7.0"
@@ -800,7 +815,7 @@ wheels = [
 
 [[package]]
 name = "pydantic"
-version = "2.12.3"
+version = "2.11.10"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "annotated-types" },
@@ -808,123 +823,96 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "typing-inspection" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f3/1e/4f0a3233767010308f2fd6bd0814597e3f63f1dc98304a9112b8759df4ff/pydantic-2.12.3.tar.gz", hash = "sha256:1da1c82b0fc140bb0103bc1441ffe062154c8d38491189751ee00fd8ca65ce74", size = 819383, upload-time = "2025-10-17T15:04:21.222Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ae/54/ecab642b3bed45f7d5f59b38443dcb36ef50f85af192e6ece103dbfe9587/pydantic-2.11.10.tar.gz", hash = "sha256:dc280f0982fbda6c38fada4e476dc0a4f3aeaf9c6ad4c28df68a666ec3c61423", size = 788494, upload-time = "2025-10-04T10:40:41.338Z" }
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