feat(server): near-duplicate detection (#8228)

* duplicate detection job, entity, config

* queueing

* job panel, update api

* use embedding in db instead of fetching

* disable concurrency

* only queue visible assets

* handle multiple duplicateIds

* update concurrent queue check

* add provider

* add web placeholder, server endpoint, migration, various fixes

* update sql

* select embedding by default

* rename variable

* simplify

* remove separate entity, handle re-running with different threshold, set default back to 0.02

* fix tests

* add tests

* add index to entity

* formatting

* update asset mock

* fix `upsertJobStatus` signature

* update sql

* formatting

* default to 0.03

* optimize clustering

* use asset's `duplicateId` if present

* update sql

* update tests

* expose admin setting

* refactor

* formatting

* skip if ml is disabled

* debug trash e2e

* remove from web

* remove from sidebar

* test if ml is disabled

* update sql

* separate duplicate detection from clip in config, disable by default for now

* fix doc

* lower minimum `maxDistance`

* update api

* Add and Use Duplicate Detection Feature Flag (#9364)

* Add Duplicate Detection Flag

* Use Duplicate Detection Flag

* Attempt Fixes for Failing Checks

* lower minimum `maxDistance`

* fix tests

---------

Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>

* chore: fixes and additions after rebase

* chore: update api (remove new Role enum)

* fix: left join smart search so getAll works without machine learning

* test: trash e2e go back to checking length of assets is zero

* chore: regen api after rebase

* test: fix tests after rebase

* redundant join

---------

Co-authored-by: Nicholas Flamy <30300649+NicholasFlamy@users.noreply.github.com>
Co-authored-by: Zack Pollard <zackpollard@ymail.com>
Co-authored-by: Zack Pollard <zack@futo.org>

open-api/immich-openapi-specs.json

@@ -1194,6 +1194,30 @@
         ]
       }
     },
+    "/asset/duplicates": {
+      "get": {
+        "operationId": "getAssetDuplicates",
+        "parameters": [],
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "items": {
+                    "$ref": "#/components/schemas/AssetResponseDto"
+                  },
+                  "type": "array"
+                }
+              }
+            },
+            "description": ""
+          }
+        },
+        "tags": [
+          "Asset"
+        ]
+      }
+    },
     "/asset/exist": {
       "post": {
         "description": "Checks if multiple assets exist on the server and returns all existing - used by background backup",
@@ -6812,6 +6836,9 @@
           "backgroundTask": {
             "$ref": "#/components/schemas/JobStatusDto"
           },
+          "duplicateDetection": {
+            "$ref": "#/components/schemas/JobStatusDto"
+          },
           "faceDetection": {
             "$ref": "#/components/schemas/JobStatusDto"
           },
@@ -6851,6 +6878,7 @@
         },
         "required": [
           "backgroundTask",
+          "duplicateDetection",
           "faceDetection",
           "facialRecognition",
           "library",
@@ -7873,6 +7901,24 @@
         ],
         "type": "object"
       },
+      "DuplicateDetectionConfig": {
+        "properties": {
+          "enabled": {
+            "type": "boolean"
+          },
+          "maxDistance": {
+            "format": "float",
+            "maximum": 0.1,
+            "minimum": 0.001,
+            "type": "number"
+          }
+        },
+        "required": [
+          "enabled",
+          "maxDistance"
+        ],
+        "type": "object"
+      },
       "EntityType": {
         "enum": [
           "ASSET",
@@ -8167,6 +8213,7 @@
           "faceDetection",
           "facialRecognition",
           "smartSearch",
+          "duplicateDetection",
           "backgroundTask",
           "storageTemplateMigration",
           "migration",
@@ -9379,6 +9426,9 @@
           "configFile": {
             "type": "boolean"
           },
+          "duplicateDetection": {
+            "type": "boolean"
+          },
           "email": {
             "type": "boolean"
           },
@@ -9415,6 +9465,7 @@
         },
         "required": [
           "configFile",
+          "duplicateDetection",
           "email",
           "facialRecognition",
           "map",
@@ -10247,6 +10298,9 @@
           "clip": {
             "$ref": "#/components/schemas/CLIPConfig"
           },
+          "duplicateDetection": {
+            "$ref": "#/components/schemas/DuplicateDetectionConfig"
+          },
           "enabled": {
             "type": "boolean"
           },
@@ -10259,6 +10313,7 @@
         },
         "required": [
           "clip",
+          "duplicateDetection",
           "enabled",
           "facialRecognition",
           "url"