codegen

executor
combined query
2026-10-27 04:00:10 -04:00 · 2026-07-06 16:11:16 -04:00 · 2026-07-06 16:10:56 -04:00 · 2026-07-06 15:58:55 -04:00 · 2026-07-04 11:53:00 -04:00 · 2026-07-04 11:43:49 -04:00
160 changed files with 1999 additions and 11337 deletions
@@ -1,12 +0,0 @@
-{
-  "db_name": "MySQL",
-  "query": "\nUPDATE tts_results\nSET\n  mod_deleted_at = CURRENT_TIMESTAMP,\n  maybe_mod_user_token = ?\nWHERE\n  token = ?\nLIMIT 1\n        ",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Right": 2
-    },
-    "nullable": []
-  },
-  "hash": "376e36b1357952599866262c7356ba35f15ccdfb338d8ccdbdc06ccd69331fc3"
-}
@@ -1,12 +0,0 @@
-{
-  "db_name": "MySQL",
-  "query": "\nUPDATE tts_results\nSET\n  mod_deleted_at = NULL,\n  maybe_mod_user_token = ?\nWHERE\n  token = ?\nLIMIT 1\n        ",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Right": 2
-    },
-    "nullable": []
-  },
-  "hash": "40a3301e9a3201e74d49b6b339f67291e2ae22d315188401708609ac2d28a68c"
-}
@@ -1,12 +0,0 @@
-{
-  "db_name": "MySQL",
-  "query": "\nINSERT INTO voice_clone_requests\nSET\n  token = ?,\n  uuid_idempotency_token = ?,\n\n  maybe_user_token = ?,\n  email_address = ?,\n  discord_username = ?,\n\n  is_for_private_use = ?,\n  is_for_public_use = ?,\n\n  is_for_studio = ?,\n  is_for_twitch_tts = ?,\n  is_for_api_use = ?,\n  is_for_music = ?,\n  is_for_games = ?,\n  is_for_other = ?,\n  optional_notes_on_use = ?,\n\n  is_own_voice = ?,\n  is_third_party_voice = ?,\n  optional_notes_on_subject = ?,\n\n  has_clean_audio_recordings = ?,\n  has_good_microphone = ?,\n\n  optional_questions = ?,\n  optional_extra_comments = ?,\n\n  ip_address_creation = ?\n        ",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Right": 22
-    },
-    "nullable": []
-  },
-  "hash": "4cea10944b8869419ecdfea30c58f49a87c090b9083078043177c33737ecb949"
-}
@@ -1,36 +0,0 @@
-{
-  "db_name": "MySQL",
-  "query": "\nSELECT\n  COUNT(distinct token) as record_count,\n  NOW() as present_time\nFROM\n(\n  SELECT token\n  FROM tts_inference_jobs\n  WHERE status = \"started\"\n  AND created_at > (CURDATE() - INTERVAL 5 MINUTE)\nUNION\n  SELECT token\n  FROM tts_inference_jobs\n  WHERE status IN (\"pending\", \"attempt_failed\")\n) as t\n        ",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "record_count",
-        "type_info": {
-          "type": "LongLong",
-          "flags": "NOT_NULL | BINARY",
-          "char_set": 63,
-          "max_size": 21
-        }
-      },
-      {
-        "ordinal": 1,
-        "name": "present_time",
-        "type_info": {
-          "type": "Datetime",
-          "flags": "NOT_NULL | BINARY",
-          "char_set": 63,
-          "max_size": 19
-        }
-      }
-    ],
-    "parameters": {
-      "Right": 0
-    },
-    "nullable": [
-      false,
-      false
-    ]
-  },
-  "hash": "6098826a8ada75442be5b7ac1d0199694e01c5959666f59986cd8b2ed6f51882"
-}
@@ -1,47 +0,0 @@
-{
-  "db_name": "MySQL",
-  "query": "\nSELECT\n    job_type as queue_type,\n    count(*) as pending_job_count,\n    NOW() as present_time\n FROM (\n    SELECT\n        token,\n        job_type\n    FROM generic_inference_jobs\n    WHERE status IN (\"pending\", \"attempt_failed\")\n    AND job_type IS NOT NULL\n    UNION\n    SELECT\n        token,\n        job_type\n    FROM generic_inference_jobs\n    WHERE status IN (\"started\")\n    AND created_at > (CURDATE() - INTERVAL 15 MINUTE)\n    AND job_type IS NOT NULL\n) as generic_inner\nGROUP BY queue_type\n        ",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "queue_type",
-        "type_info": {
-          "type": "VarString",
-          "flags": "BINARY",
-          "char_set": 224,
-          "max_size": 128
-        }
-      },
-      {
-        "ordinal": 1,
-        "name": "pending_job_count",
-        "type_info": {
-          "type": "LongLong",
-          "flags": "NOT_NULL | BINARY",
-          "char_set": 63,
-          "max_size": 21
-        }
-      },
-      {
-        "ordinal": 2,
-        "name": "present_time",
-        "type_info": {
-          "type": "Datetime",
-          "flags": "NOT_NULL | BINARY",
-          "char_set": 63,
-          "max_size": 19
-        }
-      }
-    ],
-    "parameters": {
-      "Right": 0
-    },
-    "nullable": [
-      true,
-      false,
-      false
-    ]
-  },
-  "hash": "73dc054488b2fa3efc923d3a90914a1450b73e99a377562484a0498ccce1676f"
-}
@@ -1,12 +0,0 @@
-{
-  "db_name": "MySQL",
-  "query": "\nINSERT INTO tts_model_upload_jobs\nSET\n  token = ?,\n  uuid_idempotency_token = ?,\n  creator_user_token = ?,\n  creator_ip_address = ?,\n  creator_set_visibility = ?,\n  title = ?,\n  tts_model_type = ?,\n  download_url = ?,\n  status = \"pending\"\n        ",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Right": 8
-    },
-    "nullable": []
-  },
-  "hash": "886861e91c7e8af53eb856c949389a172b8d9e079f1c2070d115423907c47c50"
-}
@@ -0,0 +1,102 @@
+{
+  "db_name": "MySQL",
+  "query": "\nSELECT\n  users.token as `user_token: UserToken`,\n  users.username,\n  users.display_name,\n  users.email_address,\n  users.user_role_slug,\n  users.is_banned,\n  user_roles.can_ban_users,\n  api_keys.token as `api_key_token: ApiKeyToken`\nFROM api_keys\nINNER JOIN users\n  ON users.token = api_keys.owner_user_token\nLEFT OUTER JOIN user_roles\n  ON users.user_role_slug = user_roles.slug\nWHERE api_keys.api_key = ?\n  AND api_keys.maybe_deleted_at IS NULL\n  AND users.user_deleted_at IS NULL\n  AND users.mod_deleted_at IS NULL\nLIMIT 1\n    ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "user_token: UserToken",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 1,
+        "name": "username",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 80
+        }
+      },
+      {
+        "ordinal": 2,
+        "name": "display_name",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 80
+        }
+      },
+      {
+        "ordinal": 3,
+        "name": "email_address",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 1020
+        }
+      },
+      {
+        "ordinal": 4,
+        "name": "user_role_slug",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 5,
+        "name": "is_banned",
+        "type_info": {
+          "type": "Tiny",
+          "flags": "NOT_NULL",
+          "char_set": 63,
+          "max_size": 1
+        }
+      },
+      {
+        "ordinal": 6,
+        "name": "can_ban_users",
+        "type_info": {
+          "type": "Tiny",
+          "flags": "",
+          "char_set": 63,
+          "max_size": 1
+        }
+      },
+      {
+        "ordinal": 7,
+        "name": "api_key_token: ApiKeyToken",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 128
+        }
+      }
+    ],
+    "parameters": {
+      "Right": 1
+    },
+    "nullable": [
+      false,
+      false,
+      false,
+      false,
+      false,
+      false,
+      true,
+      false
+    ]
+  },
+  "hash": "9188e235caa439d50628333c2f4722b9f1a8f575c192d4d36a2039709c412ac0"
+}
@@ -1,256 +0,0 @@
-{
-  "db_name": "MySQL",
-  "query": "\nSELECT\n  token,\n\n  maybe_user_token,\n  email_address,\n  discord_username,\n\n  is_for_private_use,\n  is_for_public_use,\n\n  is_for_studio,\n  is_for_twitch_tts,\n  is_for_api_use,\n  is_for_music,\n  is_for_games,\n  is_for_other,\n  optional_notes_on_use,\n\n  is_own_voice,\n  is_third_party_voice,\n  optional_notes_on_subject,\n\n  has_clean_audio_recordings,\n  has_good_microphone,\n\n  optional_questions,\n  optional_extra_comments,\n\n  created_at,\n  updated_at\nFROM voice_clone_requests\nWHERE\n  token = ?\n        ",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "token",
-        "type_info": {
-          "type": "VarString",
-          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 128
-        }
-      },
-      {
-        "ordinal": 1,
-        "name": "maybe_user_token",
-        "type_info": {
-          "type": "VarString",
-          "flags": "MULTIPLE_KEY | BINARY",
-          "char_set": 224,
-          "max_size": 128
-        }
-      },
-      {
-        "ordinal": 2,
-        "name": "email_address",
-        "type_info": {
-          "type": "VarString",
-          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 1020
-        }
-      },
-      {
-        "ordinal": 3,
-        "name": "discord_username",
-        "type_info": {
-          "type": "VarString",
-          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 1020
-        }
-      },
-      {
-        "ordinal": 4,
-        "name": "is_for_private_use",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 5,
-        "name": "is_for_public_use",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 6,
-        "name": "is_for_studio",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 7,
-        "name": "is_for_twitch_tts",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 8,
-        "name": "is_for_api_use",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 9,
-        "name": "is_for_music",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 10,
-        "name": "is_for_games",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 11,
-        "name": "is_for_other",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 12,
-        "name": "optional_notes_on_use",
-        "type_info": {
-          "type": "Blob",
-          "flags": "BLOB | BINARY",
-          "char_set": 224,
-          "max_size": 67108860
-        }
-      },
-      {
-        "ordinal": 13,
-        "name": "is_own_voice",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 14,
-        "name": "is_third_party_voice",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 15,
-        "name": "optional_notes_on_subject",
-        "type_info": {
-          "type": "VarString",
-          "flags": "BINARY",
-          "char_set": 224,
-          "max_size": 1020
-        }
-      },
-      {
-        "ordinal": 16,
-        "name": "has_clean_audio_recordings",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 17,
-        "name": "has_good_microphone",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 18,
-        "name": "optional_questions",
-        "type_info": {
-          "type": "Blob",
-          "flags": "BLOB | BINARY",
-          "char_set": 224,
-          "max_size": 67108860
-        }
-      },
-      {
-        "ordinal": 19,
-        "name": "optional_extra_comments",
-        "type_info": {
-          "type": "Blob",
-          "flags": "BLOB | BINARY",
-          "char_set": 224,
-          "max_size": 67108860
-        }
-      },
-      {
-        "ordinal": 20,
-        "name": "created_at",
-        "type_info": {
-          "type": "Timestamp",
-          "flags": "NOT_NULL | BINARY | TIMESTAMP",
-          "char_set": 63,
-          "max_size": 19
-        }
-      },
-      {
-        "ordinal": 21,
-        "name": "updated_at",
-        "type_info": {
-          "type": "Timestamp",
-          "flags": "NOT_NULL | BINARY | TIMESTAMP | ON_UPDATE_NOW",
-          "char_set": 63,
-          "max_size": 19
-        }
-      }
-    ],
-    "parameters": {
-      "Right": 1
-    },
-    "nullable": [
-      false,
-      true,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      true,
-      false,
-      false,
-      true,
-      false,
-      false,
-      true,
-      true,
-      false,
-      false
-    ]
-  },
-  "hash": "922a7dbcfa24a2c5901d0453c229b066b3b4eea2c73fa533651bb27365f17be0"
-}
@@ -1,12 +0,0 @@
-{
-  "db_name": "MySQL",
-  "query": "\nUPDATE tts_results\nSET\n  user_deleted_at = CURRENT_TIMESTAMP\nWHERE\n  token = ?\nLIMIT 1\n        ",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Right": 1
-    },
-    "nullable": []
-  },
-  "hash": "961f792c24bee6009e3e8a215561db932871a53c48839b8cb80292de00e7b2e1"
-}
@@ -1,135 +0,0 @@
-{
-  "db_name": "MySQL",
-  "query": "\nSELECT\n    jobs.token as job_token,\n\n    jobs.status,\n    jobs.attempt_count,\n    jobs.on_success_result_token as maybe_result_token,\n    results.public_bucket_wav_audio_path as maybe_public_bucket_wav_audio_path,\n\n    jobs.model_token,\n    tts.tts_model_type,\n    tts.title,\n\n    jobs.raw_inference_text,\n\n    jobs.created_at,\n    jobs.updated_at\n\nFROM tts_inference_jobs as jobs\nJOIN tts_models as tts\n    ON tts.token = jobs.model_token\nLEFT OUTER JOIN tts_results as results\n    ON jobs.on_success_result_token = results.token\n\nWHERE jobs.token = ?\n        ",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "job_token",
-        "type_info": {
-          "type": "VarString",
-          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 128
-        }
-      },
-      {
-        "ordinal": 1,
-        "name": "status",
-        "type_info": {
-          "type": "String",
-          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY | ENUM",
-          "char_set": 224,
-          "max_size": 64
-        }
-      },
-      {
-        "ordinal": 2,
-        "name": "attempt_count",
-        "type_info": {
-          "type": "Long",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 3
-        }
-      },
-      {
-        "ordinal": 3,
-        "name": "maybe_result_token",
-        "type_info": {
-          "type": "VarString",
-          "flags": "MULTIPLE_KEY | BINARY",
-          "char_set": 224,
-          "max_size": 128
-        }
-      },
-      {
-        "ordinal": 4,
-        "name": "maybe_public_bucket_wav_audio_path",
-        "type_info": {
-          "type": "VarString",
-          "flags": "BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 1020
-        }
-      },
-      {
-        "ordinal": 5,
-        "name": "model_token",
-        "type_info": {
-          "type": "VarString",
-          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 128
-        }
-      },
-      {
-        "ordinal": 6,
-        "name": "tts_model_type",
-        "type_info": {
-          "type": "String",
-          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY | ENUM",
-          "char_set": 224,
-          "max_size": 60
-        }
-      },
-      {
-        "ordinal": 7,
-        "name": "title",
-        "type_info": {
-          "type": "VarString",
-          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 1020
-        }
-      },
-      {
-        "ordinal": 8,
-        "name": "raw_inference_text",
-        "type_info": {
-          "type": "Blob",
-          "flags": "NOT_NULL | BLOB | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 262140
-        }
-      },
-      {
-        "ordinal": 9,
-        "name": "created_at",
-        "type_info": {
-          "type": "Timestamp",
-          "flags": "NOT_NULL | BINARY | TIMESTAMP",
-          "char_set": 63,
-          "max_size": 19
-        }
-      },
-      {
-        "ordinal": 10,
-        "name": "updated_at",
-        "type_info": {
-          "type": "Timestamp",
-          "flags": "NOT_NULL | BINARY | TIMESTAMP | ON_UPDATE_NOW",
-          "char_set": 63,
-          "max_size": 19
-        }
-      }
-    ],
-    "parameters": {
-      "Right": 1
-    },
-    "nullable": [
-      false,
-      false,
-      false,
-      true,
-      true,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false
-    ]
-  },
-  "hash": "a2b586dd2120f29dd26281626f7381e292c821f8e826b9bc584b92ffa45035b2"
-}
@@ -1,69 +0,0 @@
-{
-  "db_name": "MySQL",
-  "query": "\nSELECT\n  users.username,\n  users.display_name,\n  users.email_gravatar_hash as gravatar_hash,\n  creator_user_token,\n  count(*) as uploaded_count\nFROM tts_models\nJOIN users\nON\n  users.token = creator_user_token\nWHERE\n  users.is_banned IS FALSE\n  AND users.token NOT IN (\"U:DRB1SKEMKHT1J\")\n  AND tts_models.user_deleted_at IS NULL\n  AND tts_models.mod_deleted_at IS NULL\nGROUP BY creator_user_token\nORDER BY uploaded_count desc\nLIMIT 25;\n        ",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "username",
-        "type_info": {
-          "type": "VarString",
-          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 80
-        }
-      },
-      {
-        "ordinal": 1,
-        "name": "display_name",
-        "type_info": {
-          "type": "VarString",
-          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 80
-        }
-      },
-      {
-        "ordinal": 2,
-        "name": "gravatar_hash",
-        "type_info": {
-          "type": "String",
-          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 128
-        }
-      },
-      {
-        "ordinal": 3,
-        "name": "creator_user_token",
-        "type_info": {
-          "type": "VarString",
-          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 128
-        }
-      },
-      {
-        "ordinal": 4,
-        "name": "uploaded_count",
-        "type_info": {
-          "type": "LongLong",
-          "flags": "NOT_NULL | BINARY",
-          "char_set": 63,
-          "max_size": 21
-        }
-      }
-    ],
-    "parameters": {
-      "Right": 0
-    },
-    "nullable": [
-      false,
-      false,
-      false,
-      false,
-      false
-    ]
-  },
-  "hash": "a82fa4eb36528ebf52af2585cdda203476a4ba3645837c792830474fca2eda4f"
-}
@@ -0,0 +1,113 @@
+{
+  "db_name": "MySQL",
+  "query": "\nSELECT\n  e.maybe_user_token AS `user_token!: UserToken`,\n  u.username AS `username!`,\n  u.display_name AS `display_name!`,\n  u.email_gravatar_hash AS `email_gravatar_hash!`,\n  CAST(SUM(CASE WHEN e.amount_usd_cents > 0 THEN e.amount_usd_cents ELSE 0 END) AS UNSIGNED) AS `gross_spend_usd_cents!: u64`,\n  CAST(SUM(CASE WHEN e.amount_usd_cents < 0 THEN -e.amount_usd_cents ELSE 0 END) AS UNSIGNED) AS `refund_usd_cents!: u64`,\n  CAST(SUM(e.amount_usd_cents) AS SIGNED) AS `net_spend_usd_cents!: i64`,\n  CAST(SUM(CASE WHEN e.amount_usd_cents > 0 THEN 1 ELSE 0 END) AS UNSIGNED) AS `payment_count!: u64`,\n  CAST(COALESCE(SUM(e.maybe_credits_granted), 0) AS UNSIGNED) AS `credits_granted!: u64`\nFROM user_spend_events e\nJOIN users u ON u.token = e.maybe_user_token\nWHERE e.maybe_user_token IS NOT NULL\n  AND e.is_production = TRUE\n  AND e.payment_occurred_at >= ?\n  AND (? IS NULL OR e.payments_namespace = ?)\nGROUP BY e.maybe_user_token, u.username, u.display_name, u.email_gravatar_hash\nORDER BY SUM(e.amount_usd_cents) DESC, e.maybe_user_token ASC\nLIMIT ? OFFSET ?\n    ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "user_token!: UserToken",
+        "type_info": {
+          "type": "VarString",
+          "flags": "MULTIPLE_KEY | BINARY",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 1,
+        "name": "username!",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 80
+        }
+      },
+      {
+        "ordinal": 2,
+        "name": "display_name!",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 80
+        }
+      },
+      {
+        "ordinal": 3,
+        "name": "email_gravatar_hash!",
+        "type_info": {
+          "type": "String",
+          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 4,
+        "name": "gross_spend_usd_cents!: u64",
+        "type_info": {
+          "type": "LongLong",
+          "flags": "UNSIGNED | BINARY",
+          "char_set": 63,
+          "max_size": 21
+        }
+      },
+      {
+        "ordinal": 5,
+        "name": "refund_usd_cents!: u64",
+        "type_info": {
+          "type": "LongLong",
+          "flags": "UNSIGNED | BINARY",
+          "char_set": 63,
+          "max_size": 21
+        }
+      },
+      {
+        "ordinal": 6,
+        "name": "net_spend_usd_cents!: i64",
+        "type_info": {
+          "type": "LongLong",
+          "flags": "BINARY",
+          "char_set": 63,
+          "max_size": 21
+        }
+      },
+      {
+        "ordinal": 7,
+        "name": "payment_count!: u64",
+        "type_info": {
+          "type": "LongLong",
+          "flags": "UNSIGNED | BINARY",
+          "char_set": 63,
+          "max_size": 21
+        }
+      },
+      {
+        "ordinal": 8,
+        "name": "credits_granted!: u64",
+        "type_info": {
+          "type": "LongLong",
+          "flags": "NOT_NULL | UNSIGNED | BINARY",
+          "char_set": 63,
+          "max_size": 21
+        }
+      }
+    ],
+    "parameters": {
+      "Right": 5
+    },
+    "nullable": [
+      true,
+      false,
+      false,
+      false,
+      true,
+      true,
+      true,
+      true,
+      false
+    ]
+  },
+  "hash": "c2ee41eb6bc1a6a551411998155423142411010f298f0815eacc7d9c3138bdd8"
+}
@@ -0,0 +1,91 @@
+{
+  "db_name": "MySQL",
+  "query": "\nSELECT\n  users.token as `user_token: UserToken`,\n  users.username,\n  users.display_name,\n  users.email_address,\n  users.user_role_slug,\n  users.is_banned,\n  user_roles.can_ban_users\nFROM user_sessions\nINNER JOIN users\n  ON users.token = user_sessions.user_token\nLEFT OUTER JOIN user_roles\n  ON users.user_role_slug = user_roles.slug\nWHERE user_sessions.token = ?\n  AND user_sessions.deleted_at IS NULL\n  AND users.user_deleted_at IS NULL\n  AND users.mod_deleted_at IS NULL\nLIMIT 1\n    ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "user_token: UserToken",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 1,
+        "name": "username",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 80
+        }
+      },
+      {
+        "ordinal": 2,
+        "name": "display_name",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 80
+        }
+      },
+      {
+        "ordinal": 3,
+        "name": "email_address",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 1020
+        }
+      },
+      {
+        "ordinal": 4,
+        "name": "user_role_slug",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 5,
+        "name": "is_banned",
+        "type_info": {
+          "type": "Tiny",
+          "flags": "NOT_NULL",
+          "char_set": 63,
+          "max_size": 1
+        }
+      },
+      {
+        "ordinal": 6,
+        "name": "can_ban_users",
+        "type_info": {
+          "type": "Tiny",
+          "flags": "",
+          "char_set": 63,
+          "max_size": 1
+        }
+      }
+    ],
+    "parameters": {
+      "Right": 1
+    },
+    "nullable": [
+      false,
+      false,
+      false,
+      false,
+      false,
+      false,
+      true
+    ]
+  },
+  "hash": "c77126adb36f9e2f0248720eb4d8c1cd9d14719f64a02678d8021e26addd2c18"
+}
@@ -1,12 +0,0 @@
-{
-  "db_name": "MySQL",
-  "query": "\nUPDATE tts_results\nSET\n  user_deleted_at = NULL\nWHERE\n  token = ?\nLIMIT 1\n        ",
-  "describe": {
-    "columns": [],
-    "parameters": {
-      "Right": 1
-    },
-    "nullable": []
-  },
-  "hash": "dbce51eb1c80dded902c9509e50713483c7131f115e8ec10646e99e88110278b"
-}
@@ -1,256 +0,0 @@
-{
-  "db_name": "MySQL",
-  "query": "\nSELECT\n  token,\n\n  maybe_user_token,\n  email_address,\n  discord_username,\n\n  is_for_private_use,\n  is_for_public_use,\n\n  is_for_studio,\n  is_for_twitch_tts,\n  is_for_api_use,\n  is_for_music,\n  is_for_games,\n  is_for_other,\n  optional_notes_on_use,\n\n  is_own_voice,\n  is_third_party_voice,\n  optional_notes_on_subject,\n\n  has_clean_audio_recordings,\n  has_good_microphone,\n\n  optional_questions,\n  optional_extra_comments,\n\n  created_at,\n  updated_at\nFROM voice_clone_requests\nWHERE\n  maybe_user_token = ?\n        ",
-  "describe": {
-    "columns": [
-      {
-        "ordinal": 0,
-        "name": "token",
-        "type_info": {
-          "type": "VarString",
-          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 128
-        }
-      },
-      {
-        "ordinal": 1,
-        "name": "maybe_user_token",
-        "type_info": {
-          "type": "VarString",
-          "flags": "MULTIPLE_KEY | BINARY",
-          "char_set": 224,
-          "max_size": 128
-        }
-      },
-      {
-        "ordinal": 2,
-        "name": "email_address",
-        "type_info": {
-          "type": "VarString",
-          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 1020
-        }
-      },
-      {
-        "ordinal": 3,
-        "name": "discord_username",
-        "type_info": {
-          "type": "VarString",
-          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
-          "char_set": 224,
-          "max_size": 1020
-        }
-      },
-      {
-        "ordinal": 4,
-        "name": "is_for_private_use",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 5,
-        "name": "is_for_public_use",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 6,
-        "name": "is_for_studio",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 7,
-        "name": "is_for_twitch_tts",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 8,
-        "name": "is_for_api_use",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 9,
-        "name": "is_for_music",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 10,
-        "name": "is_for_games",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 11,
-        "name": "is_for_other",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 12,
-        "name": "optional_notes_on_use",
-        "type_info": {
-          "type": "Blob",
-          "flags": "BLOB | BINARY",
-          "char_set": 224,
-          "max_size": 67108860
-        }
-      },
-      {
-        "ordinal": 13,
-        "name": "is_own_voice",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 14,
-        "name": "is_third_party_voice",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 15,
-        "name": "optional_notes_on_subject",
-        "type_info": {
-          "type": "VarString",
-          "flags": "BINARY",
-          "char_set": 224,
-          "max_size": 1020
-        }
-      },
-      {
-        "ordinal": 16,
-        "name": "has_clean_audio_recordings",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 17,
-        "name": "has_good_microphone",
-        "type_info": {
-          "type": "Tiny",
-          "flags": "NOT_NULL",
-          "char_set": 63,
-          "max_size": 1
-        }
-      },
-      {
-        "ordinal": 18,
-        "name": "optional_questions",
-        "type_info": {
-          "type": "Blob",
-          "flags": "BLOB | BINARY",
-          "char_set": 224,
-          "max_size": 67108860
-        }
-      },
-      {
-        "ordinal": 19,
-        "name": "optional_extra_comments",
-        "type_info": {
-          "type": "Blob",
-          "flags": "BLOB | BINARY",
-          "char_set": 224,
-          "max_size": 67108860
-        }
-      },
-      {
-        "ordinal": 20,
-        "name": "created_at",
-        "type_info": {
-          "type": "Timestamp",
-          "flags": "NOT_NULL | BINARY | TIMESTAMP",
-          "char_set": 63,
-          "max_size": 19
-        }
-      },
-      {
-        "ordinal": 21,
-        "name": "updated_at",
-        "type_info": {
-          "type": "Timestamp",
-          "flags": "NOT_NULL | BINARY | TIMESTAMP | ON_UPDATE_NOW",
-          "char_set": 63,
-          "max_size": 19
-        }
-      }
-    ],
-    "parameters": {
-      "Right": 1
-    },
-    "nullable": [
-      false,
-      true,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      false,
-      true,
-      false,
-      false,
-      true,
-      false,
-      false,
-      true,
-      true,
-      false,
-      false
-    ]
-  },
-  "hash": "e5ef2bda28221a570da6dcfa73e76cae9910a0b4ee53005a87176ecf1be73dd7"
-}
@@ -0,0 +1,7 @@
+-- noinspection SqlDialectInspectionForFile
+-- noinspection SqlNoDataSourceInspectionForFile
+-- noinspection SqlResolveForFile
+
+ALTER TABLE media_files
+  DROP INDEX idx_creator_created_at,
+  ALGORITHM=INPLACE, LOCK=NONE;
@@ -0,0 +1,17 @@
+-- noinspection SqlDialectInspectionForFile
+-- noinspection SqlNoDataSourceInspectionForFile
+-- noinspection SqlResolveForFile
+
+-- Composite index for the library / user profile list queries:
+--   WHERE maybe_creator_user_token = ? ... ORDER BY created_at DESC LIMIT n
+--
+-- Without this, the optimizer picks an index-merge intersection against huge
+-- low-selectivity indexes (e.g. index_user_deleted_at, ~4.75M NULL entries),
+-- scanning millions of index records per page load.
+--
+-- NB: ADD INDEX is online DDL (ALGORITHM=INPLACE, LOCK=NONE) — reads and writes
+-- continue during the build. Expect a few minutes of elevated I/O on a table
+-- this size (~8.5M rows).
+ALTER TABLE media_files
+  ADD INDEX idx_creator_created_at (maybe_creator_user_token, created_at),
+  ALGORITHM=INPLACE, LOCK=NONE;
@@ -364,6 +364,7 @@ CREATE TABLE media_files (
  KEY index_user_deleted_at (user_deleted_at),
  KEY index_mod_deleted_at (mod_deleted_at),
  KEY index_media_files_created_at (created_at),
-  KEY index_media_files_updated_at (updated_at)
+  KEY index_media_files_updated_at (updated_at),
+  KEY idx_creator_created_at (maybe_creator_user_token, created_at)

 ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_bin;
@@ -1,5 +1,6 @@
 pub mod alerts;
 pub mod debug_logs;
+pub mod top_spenders;
 pub mod jobs;
 pub mod user;
 pub mod user_referrals;
@@ -0,0 +1,82 @@
+use serde_derive::{Deserialize, Serialize};
+use tokens::tokens::users::UserToken;
+use utoipa::{IntoParams, ToSchema};
+
+pub const MODERATOR_LIST_TOP_SPENDERS_PATH: &str =
+  "/v1/moderation/top_spenders/list";
+
+/// Rolling aggregation window for the top spenders list.
+#[derive(Deserialize, Serialize, Clone, Copy, ToSchema)]
+pub enum TopSpendersWindow {
+  #[serde(rename = "24h")]
+  TwentyFourHours,
+  #[serde(rename = "7d")]
+  SevenDays,
+  #[serde(rename = "14d")]
+  FourteenDays,
+  #[serde(rename = "30d")]
+  ThirtyDays,
+  #[serde(rename = "60d")]
+  SixtyDays,
+  #[serde(rename = "90d")]
+  NinetyDays,
+  #[serde(rename = "180d")]
+  OneHundredEightyDays,
+  #[serde(rename = "365d")]
+  ThreeHundredSixtyFiveDays,
+}
+
+impl TopSpendersWindow {
+  /// Window length in hours.
+  pub fn as_hours(self) -> i64 {
+    match self {
+      TopSpendersWindow::TwentyFourHours => 24,
+      TopSpendersWindow::SevenDays => 7 * 24,
+      TopSpendersWindow::FourteenDays => 14 * 24,
+      TopSpendersWindow::ThirtyDays => 30 * 24,
+      TopSpendersWindow::SixtyDays => 60 * 24,
+      TopSpendersWindow::NinetyDays => 90 * 24,
+      TopSpendersWindow::OneHundredEightyDays => 180 * 24,
+      TopSpendersWindow::ThreeHundredSixtyFiveDays => 365 * 24,
+    }
+  }
+}
+
+#[derive(Deserialize, IntoParams)]
+pub struct ModeratorListTopSpendersQueryParams {
+  /// Aggregation window: `24h`, `7d`, `14d`, `30d` (default), `60d`, `90d`,
+  /// `180d`, or `365d`.
+  pub window: Option<TopSpendersWindow>,
+  /// Row offset for pagination (page size is fixed at 100). Pass `next_offset` from the previous page.
+  pub offset: Option<u64>,
+  /// Optional namespace filter (e.g. `artcraft`). Omit to return all namespaces.
+  pub payments_namespace: Option<String>,
+}
+
+#[derive(Serialize, ToSchema)]
+pub struct ModeratorListTopSpendersResponse {
+  pub success: bool,
+  /// The window the results were aggregated over (echoed back, post-default).
+  pub window: TopSpendersWindow,
+  pub spenders: Vec<TopSpenderEntry>,
+  /// Offset for the next page, or `None` if this was the last page.
+  pub maybe_next_offset: Option<u64>,
+}
+
+#[derive(Serialize, ToSchema)]
+pub struct TopSpenderEntry {
+  pub user_token: UserToken,
+  pub username: String,
+  pub display_name: String,
+  pub email_gravatar_hash: String,
+  /// Sum of positive amounts in the window.
+  pub gross_spend_usd_cents: u64,
+  /// Refund/chargeback magnitude in the window (positive number).
+  pub refund_usd_cents: u64,
+  /// Gross minus refunds. Can be negative if refunds outweigh purchases.
+  pub net_spend_usd_cents: i64,
+  /// Number of positive money events in the window.
+  pub payment_count: u64,
+  /// Credits granted in the window.
+  pub credits_granted: u64,
+}
@@ -0,0 +1 @@
+pub mod list;
@@ -82,6 +82,7 @@ fn do_build_cors_config(is_production: bool) -> Cors {
        actix_http::header::ACCESS_CONTROL_ALLOW_CREDENTIALS, // https://stackoverflow.com/a/46412839
        actix_http::header::HeaderName::from_static("x-requested-with"), // Tabulator Ajax sends
        actix_http::header::HeaderName::from_static("session"), // Custom header sent by Three.js Storyteller Studio
+        actix_http::header::HeaderName::from_static("x-artcraft-version"), // ArtCraft client app release, surfaced in error alerts
      ])
      .max_age(3600)
 }
@@ -63,6 +63,12 @@ mod tests {
      media_file_token: None,
      inference_job_token: None,
      third_party_id: None,
+      http_host: None,
+      http_origin: None,
+      http_referer: None,
+      http_user_agent: None,
+      artcraft_version: None,
+      trace_id: None,
      request_ip_address: None,
      avt_cookie_token: None,
      session_token: None,
@@ -228,6 +234,12 @@ mod tests {
        media_file_token: None,
        inference_job_token: None,
        third_party_id: None,
+        http_host: None,
+        http_origin: None,
+        http_referer: None,
+        http_user_agent: None,
+        artcraft_version: None,
+        trace_id: None,
        request_ip_address: None,
        avt_cookie_token: None,
        session_token: None,
@@ -37,6 +37,27 @@ pub struct NotificationDetails {
  /// HTTP status code associated with the event, if any.
  pub(crate) http_status_code: Option<u16>,

+  /// Hostname the client used to reach this server (from the `Host` or
+  /// forwarded-host headers), if any. Useful when a server is reachable
+  /// via multiple domains (eg. api.storyteller.ai, api.fakeyou.com).
+  pub(crate) http_host: Option<String>,
+
+  /// `Origin` header of the request, if any. For browser XHR/fetch this is
+  /// the scheme+host of the calling frontend.
+  pub(crate) http_origin: Option<String>,
+
+  /// `Referer` header of the request, if any. For browser XHR/fetch this is
+  /// the URL of the page that made the call (possibly truncated to the
+  /// origin by the browser's referrer policy).
+  pub(crate) http_referer: Option<String>,
+
+  /// `User-Agent` header of the request, if any.
+  pub(crate) http_user_agent: Option<String>,
+
+  /// `X-ArtCraft-Version` header of the request, if any. Sent by ArtCraft
+  /// clients to identify which app release made the call.
+  pub(crate) artcraft_version: Option<String>,
+
  /// User token associated with the event, if any.
  pub(crate) user_token: Option<String>,

@@ -188,6 +209,26 @@ impl NotificationDetails {
      parts.push(format!("HTTP Status Code: {}", status_code));
    }

+    if let Some(host) = &self.http_host {
+      parts.push(format!("HTTP Host: {}", host));
+    }
+
+    if let Some(origin) = &self.http_origin {
+      parts.push(format!("HTTP Origin: {}", origin));
+    }
+
+    if let Some(referer) = &self.http_referer {
+      parts.push(format!("HTTP Referer: {}", referer));
+    }
+
+    if let Some(user_agent) = &self.http_user_agent {
+      parts.push(format!("User Agent: {}", user_agent));
+    }
+
+    if let Some(version) = &self.artcraft_version {
+      parts.push(format!("ArtCraft Version: {}", version));
+    }
+
    if let Some(ip) = &self.request_ip_address {
      parts.push(format!("Request IP: {}", ip));
    }
@@ -21,6 +21,11 @@ pub struct NotificationDetailsBuilder {
  pub(crate) http_method: Option<String>,
  pub(crate) http_path: Option<String>,
  pub(crate) http_status_code: Option<u16>,
+  pub(crate) http_host: Option<String>,
+  pub(crate) http_origin: Option<String>,
+  pub(crate) http_referer: Option<String>,
+  pub(crate) http_user_agent: Option<String>,
+  pub(crate) artcraft_version: Option<String>,

  pub(crate) user_token: Option<String>,
  pub(crate) media_file_token: Option<String>,
@@ -53,6 +58,11 @@ impl NotificationDetailsBuilder {
      http_method: None,
      http_path: None,
      http_status_code: None,
+      http_host: None,
+      http_origin: None,
+      http_referer: None,
+      http_user_agent: None,
+      artcraft_version: None,
      user_token: None,
      media_file_token: None,
      inference_job_token: None,
@@ -84,6 +94,11 @@ impl NotificationDetailsBuilder {
      http_method: None,
      http_path: None,
      http_status_code: None,
+      http_host: None,
+      http_origin: None,
+      http_referer: None,
+      http_user_agent: None,
+      artcraft_version: None,
      user_token: None,
      media_file_token: None,
      inference_job_token: None,
@@ -138,6 +153,31 @@ impl NotificationDetailsBuilder {
    self
  }

+  pub fn set_http_host(mut self, http_host: Option<String>) -> Self {
+    self.http_host = http_host;
+    self
+  }
+
+  pub fn set_http_origin(mut self, http_origin: Option<String>) -> Self {
+    self.http_origin = http_origin;
+    self
+  }
+
+  pub fn set_http_referer(mut self, http_referer: Option<String>) -> Self {
+    self.http_referer = http_referer;
+    self
+  }
+
+  pub fn set_http_user_agent(mut self, http_user_agent: Option<String>) -> Self {
+    self.http_user_agent = http_user_agent;
+    self
+  }
+
+  pub fn set_artcraft_version(mut self, artcraft_version: Option<String>) -> Self {
+    self.artcraft_version = artcraft_version;
+    self
+  }
+
  pub fn set_user_token(mut self, user_token: Option<String>) -> Self {
    self.user_token = user_token;
    self
@@ -202,6 +242,11 @@ impl NotificationDetailsBuilder {
      http_method: self.http_method,
      http_path: self.http_path,
      http_status_code: self.http_status_code,
+      http_host: self.http_host,
+      http_origin: self.http_origin,
+      http_referer: self.http_referer,
+      http_user_agent: self.http_user_agent,
+      artcraft_version: self.artcraft_version,
      user_token: self.user_token,
      media_file_token: self.media_file_token,
      inference_job_token: self.inference_job_token,
@@ -107,6 +107,7 @@ pub async fn list_media_files_for_user(args: ListMediaFileForUserArgs<'_>) -> An
    args.sort_ascending,
    args.view_as,
    count_fields.as_str(),
+    true,
  );

  let row_count_query = count_query_builder.build_query_scalar::<i64>();
@@ -126,6 +127,7 @@ pub async fn list_media_files_for_user(args: ListMediaFileForUserArgs<'_>) -> An
    args.sort_ascending,
    args.view_as,
    result_fields.as_str(),
+    false,
  );

  let query = query.build_query_as::<MediaFileListItemInternal>();
@@ -250,13 +252,20 @@ fn query_builder<'a>(
  sort_ascending: bool,
  view_as: ViewAs,
  select_fields: &'a str,
+  count_only: bool,
 ) -> QueryBuilder<'a, MySql> {

-  // NB: Query cannot be statically checked by sqlx
-  let mut query_builder: QueryBuilder<MySql> = QueryBuilder::new(
-    format!(r#"
-SELECT
-     {select_fields}
+  // NB: The count query only needs the `users` join (for the username predicate).
+  // The other joins are all 1:1 and contribute nothing to the count — MySQL does
+  // not eliminate LEFT JOINs, so including them costs four index lookups per row.
+  let from_clause = if count_only {
+    r#"
+FROM media_files AS m
+LEFT OUTER JOIN users AS u
+    ON m.maybe_creator_user_token = u.token
+    "#
+  } else {
+    r#"
 FROM media_files AS m
 LEFT OUTER JOIN users AS u
    ON m.maybe_creator_user_token = u.token
@@ -270,6 +279,14 @@ LEFT OUTER JOIN entity_stats
 LEFT OUTER JOIN prompts
    ON prompts.token = m.maybe_prompt_token
    "#
+  };
+
+  // NB: Query cannot be statically checked by sqlx
+  let mut query_builder: QueryBuilder<MySql> = QueryBuilder::new(
+    format!(r#"
+SELECT
+     {select_fields}
+{from_clause}"#
  ));

  query_builder.push(" WHERE u.username = ");
@@ -353,10 +370,13 @@ LEFT OUTER JOIN prompts
    }
  }

-  if sort_ascending {
-    query_builder.push(" ORDER BY m.created_at ASC ");
-  } else {
-    query_builder.push(" ORDER BY m.created_at DESC ");
+  // NB: Ordering is meaningless for the single-row COUNT aggregate.
+  if !count_only {
+    if sort_ascending {
+      query_builder.push(" ORDER BY m.created_at ASC ");
+    } else {
+      query_builder.push(" ORDER BY m.created_at DESC ");
+    }
  }

  if enforce_limits {
@@ -47,7 +47,6 @@ pub mod user_spend_events;
 pub mod user_spend_summaries;
 pub mod users;
 pub mod vocoder;
-pub mod voice_clone_requests;
 pub mod voice_conversion;
 pub mod voice_designer;
 pub mod wallet_ledger_entries;
@@ -1,472 +0,0 @@
-use std::collections::HashSet;
-use chrono::{DateTime, Utc};
-use sqlx::{FromRow, MySql, MySqlPool, QueryBuilder, Row};
-use sqlx::mysql::MySqlRow;
-
-use enums::by_table::model_weights::{
-  weights_category::WeightsCategory,
-  weights_types::WeightsType,
-};
-use enums::common::view_as::ViewAs;
-use enums::traits::mysql_from_row::MySqlFromRow as _;
-use enums::common::visibility::Visibility;
-use errors::AnyhowResult;
-use tokens::tokens::model_weights::ModelWeightToken;
-use tokens::tokens::users::UserToken;
-
-pub struct FeaturedWeightsPage {
-  pub records: Vec<FeaturedWeight>,
-
-  pub sort_ascending: bool,
-
-  /// ID of the first record in the result set.
-  pub first_id: Option<i64>,
-
-  /// ID of the last record in the result set.
-  pub last_id: Option<i64>,
-}
-
-#[derive(Serialize)]
-pub struct FeaturedWeight {
-  pub token: ModelWeightToken,
-
-  pub weights_type: WeightsType,
-  pub weights_category: WeightsCategory,
-
-  pub title: String,
-
-  // TODO(bt,2023-12-24): These aren't really appropriate for a list endpoint.
-  //  Hopefully we don't break the frontend by omitting these.
-  //pub maybe_description_markdown: String,
-  //pub maybe_description_rendered_html: String,
-
-  pub maybe_ietf_language_tag: Option<String>,
-  pub maybe_ietf_primary_language_subtag: Option<String>,
-
-  pub maybe_creator_user_token: Option<UserToken>,
-  pub maybe_creator_username: Option<String>,
-  pub maybe_creator_display_name: Option<String>,
-  pub maybe_creator_email_gravatar_hash: Option<String>,
-
-  pub creator_ip_address: String,
-  pub creator_set_visibility: Visibility,
-
-  pub maybe_last_update_user_token: Option<UserToken>,
-
-  pub original_download_url: Option<String>,
-  pub original_filename: Option<String>,
-
-  pub file_size_bytes: i32,
-  pub file_checksum_sha2: String,
-
-  pub public_bucket_hash: String,
-  pub maybe_public_bucket_prefix: Option<String>,
-  pub maybe_public_bucket_extension: Option<String>,
-
-  pub maybe_cover_image_public_bucket_hash: Option<String>,
-  pub maybe_cover_image_public_bucket_prefix: Option<String>,
-  pub maybe_cover_image_public_bucket_extension: Option<String>,
-
-  pub maybe_ratings_positive_count: Option<u32>,
-  pub maybe_ratings_negative_count: Option<u32>,
-  pub maybe_bookmark_count: Option<u32>,
-  pub cached_usage_count: u64,
-
-  pub version: i32,
-
-  pub created_at: DateTime<Utc>,
-  pub updated_at: DateTime<Utc>,
-
-  pub user_deleted_at: Option<DateTime<Utc>>,
-  pub mod_deleted_at: Option<DateTime<Utc>>,
-}
-
-pub struct ListFeaturedWeightsArgs<'a> {
-  pub limit: usize,
-  pub maybe_offset: Option<usize>,
-
-  pub cursor_is_reversed: bool,
-  pub sort_ascending: bool,
-
-  pub view_as: ViewAs,
-
-  pub maybe_scoped_weight_types: Option<&'a HashSet<WeightsType>>,
-  pub maybe_scoped_weight_categories: Option<&'a HashSet<WeightsCategory>>,
-
-  pub mysql_pool: &'a MySqlPool,
-}
-
-pub async fn list_featured_weights(args: ListFeaturedWeightsArgs<'_>) -> AnyhowResult<FeaturedWeightsPage> {
-  // TODO(bt,2024-05-05): Why were we doing this, again?
-  // let count_fields = select_total_count_field();
-  // let mut count_query_builder = query_builder(
-  //   args.limit,
-  //   args.maybe_offset,
-  //   args.cursor_is_reversed,
-  //   args.sort_ascending,
-  //   count_fields.as_str(),
-  //   args.view_as,
-  //   args.maybe_scoped_weight_type,
-  //   args.maybe_scoped_weight_category,
-  // );
-  // let row_count_query = count_query_builder.build_query_scalar::<i64>();
-  // let row_count_result = row_count_query.fetch_one(args.mysql_pool).await?;
-
-  /// Now fetch the actual results with all the fields
-  let result_fields = select_result_fields();
-  let mut query = query_builder(
-      args.limit,
-      args.maybe_offset,
-      args.cursor_is_reversed,
-      args.sort_ascending,
-      result_fields.as_str(),
-      args.view_as,
-      args.maybe_scoped_weight_types,
-      args.maybe_scoped_weight_categories,
-  );
-
-  let query = query.build_query_as::<RawWeightJoinUser>();
-  let results = query.fetch_all(args.mysql_pool).await?;
-
-  let first_id = results.first()
-      .map(|raw_result| raw_result.id);
-
-  let last_id = results.last()
-      .map(|raw_result| raw_result.id);
-
-  let weights_records: Vec<FeaturedWeight> = map_to_weights(results).await;
-
-  Ok(FeaturedWeightsPage {
-      records: weights_records,
-      sort_ascending: args.sort_ascending,
-      first_id,
-      last_id,
-  })
-}
-
-fn select_total_count_field() -> String {
-  r#"
-    COUNT(mw.id) AS total_count
-  "#
-        .to_string()
-}
-
-fn select_result_fields() -> String {
-  r#"
-    mw.id,
-    mw.token,
-    mw.title,
-    mw.weights_type,
-    mw.weights_category,
-    mw.maybe_ietf_language_tag,
-    mw.maybe_ietf_primary_language_subtag,
-    u.token as maybe_creator_user_token,
-    u.username as maybe_creator_username,
-    u.display_name as maybe_creator_display_name,
-    u.email_gravatar_hash as maybe_creator_email_gravatar_hash,
-    mw.creator_ip_address,
-    mw.creator_set_visibility,
-    mw.maybe_last_update_user_token,
-    mw.original_download_url,
-    mw.original_filename,
-    mw.file_size_bytes,
-    mw.file_checksum_sha2,
-
-    mw.public_bucket_hash,
-    mw.maybe_public_bucket_prefix,
-    mw.maybe_public_bucket_extension,
-
-    cover_image.public_bucket_directory_hash as maybe_cover_image_public_bucket_hash,
-    cover_image.maybe_public_bucket_prefix as maybe_cover_image_public_bucket_prefix,
-    cover_image.maybe_public_bucket_extension as maybe_cover_image_public_bucket_extension,
-
-    entity_stats.ratings_positive_count as maybe_ratings_positive_count,
-    entity_stats.ratings_negative_count as maybe_ratings_negative_count,
-    entity_stats.bookmark_count as maybe_bookmark_count,
-    mw.cached_usage_count,
-
-    mw.version,
-    mw.created_at,
-    mw.updated_at,
-    mw.user_deleted_at,
-    mw.mod_deleted_at
-  "#.to_string()
-}
-
-fn query_builder<'a>(
-  _limit: usize, // TODO(bt,2024-05-16): This seems wrong. Why is this unused?
-  maybe_offset: Option<usize>,
-  cursor_is_reversed: bool,
-  sort_ascending: bool,
-  select_fields: &'a str,
-  view_as: ViewAs,
-  maybe_scoped_weight_types: Option<&'a HashSet<WeightsType>>,
-  maybe_scoped_weight_categories: Option<&'a HashSet<WeightsCategory>>,
-) -> QueryBuilder<'a, MySql> {
-
-  // NB: Query cannot be statically checked by sqlx
-  let mut query_builder: QueryBuilder<MySql> = QueryBuilder::new(
-      format!(r#"
-SELECT
-     {select_fields}
-FROM model_weights as mw
-
-JOIN featured_items
-    ON featured_items.entity_type = "model_weight"
-    AND featured_items.deleted_at IS NULL
-    AND featured_items.entity_token = mw.token
-
-LEFT OUTER JOIN users as u
-    ON u.token = mw.creator_user_token
-LEFT OUTER JOIN media_files as cover_image
-    ON cover_image.token = mw.maybe_cover_image_media_file_token
-LEFT OUTER JOIN entity_stats
-    ON entity_stats.entity_type = "model_weights"
-    AND entity_stats.entity_token = mw.token
-    "#
-  ));
-
-  let mut first_predicate_added = false;
-
-  match view_as {
-    ViewAs::Author | ViewAs::Moderator => {
-      if !first_predicate_added {
-        query_builder.push(" WHERE ");
-        first_predicate_added = true;
-      } else {
-        query_builder.push(" AND ");
-      }
-      // NB(bt): Actually, mods don't want to see deleted models. We'll improve the moderator UI later.
-      query_builder.push(" mw.user_deleted_at IS NULL AND mw.mod_deleted_at IS NULL ");
-    }
-    ViewAs::AnotherUser => {
-      if !first_predicate_added {
-        query_builder.push(" WHERE ");
-        first_predicate_added = true;
-      } else {
-        query_builder.push(" AND ");
-      }
-      query_builder.push(" mw.user_deleted_at IS NULL AND mw.mod_deleted_at IS NULL ");
-      query_builder.push(" AND mw.creator_set_visibility = ");
-      query_builder.push_bind(Visibility::Public.to_str());
-    }
-  }
-
-  if let Some(weight_types) = maybe_scoped_weight_types {
-    // NB: `WHERE IN` comma separated syntax will be wrong if list has zero length
-    // We'll skip the predicate if the list isn't empty.
-    if !weight_types.is_empty() {
-      if !first_predicate_added {
-        query_builder.push(" WHERE ");
-        first_predicate_added = true;
-      } else {
-        query_builder.push(" AND ");
-      }
-      query_builder.push(" mw.weights_type IN ( ");
-      let mut separated = query_builder.separated(", ");
-      for weight_type in weight_types.iter() {
-        separated.push_bind(weight_type.to_str());
-      }
-      separated.push_unseparated(") ");
-    }
-  }
-
-  if let Some(weight_categories) = maybe_scoped_weight_categories {
-    // NB: `WHERE IN` comma separated syntax will be wrong if list has zero length
-    // We'll skip the predicate if the list isn't empty.
-    if !weight_categories.is_empty() {
-      if !first_predicate_added {
-        query_builder.push(" WHERE ");
-        first_predicate_added = true;
-      } else {
-        query_builder.push(" AND ");
-      }
-      query_builder.push(" mw.weights_category IN ( ");
-      let mut separated = query_builder.separated(", ");
-      for weights_category in weight_categories.iter() {
-        separated.push_bind(weights_category.to_str());
-      }
-      separated.push_unseparated(") ");
-    }
-  }
-
-  if let Some(offset) = maybe_offset {
-    if !first_predicate_added {
-      query_builder.push(" WHERE ");
-      first_predicate_added = true;
-    } else {
-      query_builder.push(" AND ");
-    }
-
-    let mut sort_ascending = sort_ascending;
-
-    if sort_ascending {
-      if cursor_is_reversed {
-        // NB: We're searching backwards.
-        query_builder.push(" m.id < ");
-        sort_ascending = !sort_ascending;
-      } else {
-        query_builder.push(" m.id > ");
-      }
-    } else {
-      if cursor_is_reversed {
-        // NB: We're searching backwards.
-        query_builder.push(" m.id > ");
-        sort_ascending = !sort_ascending;
-      } else {
-        query_builder.push(" m.id < ");
-      }
-    }
-    query_builder.push_bind(offset as i64);
-  }
-
-  query_builder
-}
-
-async fn map_to_weights(dataset:Vec<RawWeightJoinUser>) -> Vec<FeaturedWeight> {
-  let weights: Vec<FeaturedWeight> = dataset
-      .into_iter()
-      .map(|weight: RawWeightJoinUser| {
-        FeaturedWeight {
-          token: weight.token,
-          title: weight.title,
-          weights_type: weight.weights_type,
-          weights_category: weight.weights_category,
-
-          maybe_ietf_language_tag: weight.maybe_ietf_language_tag,
-          maybe_ietf_primary_language_subtag: weight.maybe_ietf_primary_language_subtag,
-
-          maybe_creator_user_token: weight.maybe_creator_user_token,
-          maybe_creator_username: weight.maybe_creator_username,
-          maybe_creator_display_name: weight.maybe_creator_display_name,
-          maybe_creator_email_gravatar_hash: weight.maybe_creator_email_gravatar_hash,
-
-          creator_ip_address: weight.creator_ip_address,
-          creator_set_visibility: weight.creator_set_visibility,
-
-          maybe_last_update_user_token: weight.maybe_last_update_user_token,
-          original_download_url: weight.original_download_url,
-          original_filename: weight.original_filename,
-          file_size_bytes: weight.file_size_bytes,
-          file_checksum_sha2: weight.file_checksum_sha2,
-          public_bucket_hash: weight.public_bucket_hash,
-          maybe_public_bucket_prefix: weight.maybe_public_bucket_prefix,
-          maybe_public_bucket_extension: weight.maybe_public_bucket_extension,
-
-          maybe_cover_image_public_bucket_hash: weight.maybe_cover_image_public_bucket_hash,
-          maybe_cover_image_public_bucket_prefix: weight.maybe_cover_image_public_bucket_prefix,
-          maybe_cover_image_public_bucket_extension: weight.maybe_cover_image_public_bucket_extension,
-
-          maybe_ratings_positive_count: weight.maybe_ratings_positive_count,
-          maybe_ratings_negative_count: weight.maybe_ratings_negative_count,
-          maybe_bookmark_count: weight.maybe_bookmark_count,
-          cached_usage_count: weight.cached_usage_count,
-
-          version: weight.version,
-          created_at: weight.created_at,
-          updated_at: weight.updated_at,
-          user_deleted_at: weight.user_deleted_at,
-          mod_deleted_at: weight.mod_deleted_at,
-        }
-      }).collect();
-  weights
-}
-
-struct RawWeightJoinUser {
-  id: i64,
-  token: ModelWeightToken,
-
-  weights_type: WeightsType,
-  weights_category: WeightsCategory,
-
-  title: String,
-
-  maybe_ietf_language_tag: Option<String>,
-  maybe_ietf_primary_language_subtag: Option<String>,
-
-  // TODO(bt,2023-12-24): These aren't really appropriate for a list endpoint.
-  //  Hopefully we don't break the frontend by omitting these.
-  //pub description_markdown: String,
-  //pub description_rendered_html: String,
-
-  maybe_creator_user_token: Option<UserToken>,
-  maybe_creator_username: Option<String>,
-  maybe_creator_display_name: Option<String>,
-  maybe_creator_email_gravatar_hash: Option<String>,
-
-  creator_ip_address: String,
-  creator_set_visibility: Visibility,
-
-  maybe_last_update_user_token: Option<UserToken>,
-
-  original_download_url: Option<String>,
-  original_filename: Option<String>,
-
-  file_size_bytes: i32,
-  file_checksum_sha2: String,
-
-  public_bucket_hash: String,
-  maybe_public_bucket_prefix: Option<String>,
-  maybe_public_bucket_extension: Option<String>,
-  cached_usage_count: u64,
-
-  maybe_cover_image_public_bucket_hash: Option<String>,
-  maybe_cover_image_public_bucket_prefix: Option<String>,
-  maybe_cover_image_public_bucket_extension: Option<String>,
-
-  maybe_ratings_positive_count: Option<u32>,
-  maybe_ratings_negative_count: Option<u32>,
-  maybe_bookmark_count: Option<u32>,
-
-  version: i32,
-
-  created_at: DateTime<Utc>,
-  updated_at: DateTime<Utc>,
-
-  user_deleted_at: Option<DateTime<Utc>>,
-  mod_deleted_at: Option<DateTime<Utc>>,
-}
-
-impl FromRow<'_, MySqlRow> for RawWeightJoinUser {
-    fn from_row(row: &MySqlRow) -> Result<Self, sqlx::Error> {
-        Ok(Self {
-            id: row.try_get("id")?,
-            token: row.try_get("token")?,
-            weights_type: row.try_get("weights_type")?,
-            weights_category: row.try_get("weights_category")?,
-            title: row.try_get("title")?,
-            maybe_ietf_language_tag: row.try_get("maybe_ietf_language_tag")?,
-            maybe_ietf_primary_language_subtag: row.try_get("maybe_ietf_primary_language_subtag")?,
-            // TODO(bt,2023-12-24): These aren't really appropriate for a list endpoint.
-            //  Hopefully we don't break the frontend by omitting these.
-            //maybe_description_markdown: row.try_get("maybe_description_markdown")?,
-            //maybe_description_rendered_html: row.try_get("maybe_description_rendered_html")?,
-            maybe_creator_user_token: row.try_get("maybe_creator_user_token")?,
-            maybe_creator_username: row.try_get("maybe_creator_username")?,
-            maybe_creator_display_name: row.try_get("maybe_creator_display_name")?,
-            maybe_creator_email_gravatar_hash: row.try_get("maybe_creator_email_gravatar_hash")?,
-            creator_ip_address: row.try_get("creator_ip_address")?,
-            creator_set_visibility: Visibility::try_from_mysql_row(row, "creator_set_visibility")?,
-            maybe_last_update_user_token: row.try_get("maybe_last_update_user_token")?,
-            original_download_url: row.try_get("original_download_url")?,
-            original_filename: row.try_get("original_filename")?,
-            file_size_bytes: row.try_get("file_size_bytes")?,
-            file_checksum_sha2: row.try_get("file_checksum_sha2")?,
-            public_bucket_hash: row.try_get("public_bucket_hash")?,
-            maybe_public_bucket_prefix: row.try_get("maybe_public_bucket_prefix")?,
-            maybe_public_bucket_extension: row.try_get("maybe_public_bucket_extension")?,
-            cached_usage_count: row.try_get("cached_usage_count")?,
-            maybe_cover_image_public_bucket_hash: row.try_get("maybe_cover_image_public_bucket_hash")?,
-            maybe_cover_image_public_bucket_prefix: row.try_get("maybe_cover_image_public_bucket_prefix")?,
-            maybe_cover_image_public_bucket_extension: row.try_get("maybe_cover_image_public_bucket_extension")?,
-            maybe_ratings_positive_count: row.try_get("maybe_ratings_positive_count")?,
-            maybe_ratings_negative_count: row.try_get("maybe_ratings_negative_count")?,
-            maybe_bookmark_count: row.try_get("maybe_bookmark_count")?,
-            version: row.try_get("version")?,
-            created_at: row.try_get("created_at")?,
-            updated_at: row.try_get("updated_at")?,
-            user_deleted_at: row.try_get("user_deleted_at")?,
-            mod_deleted_at: row.try_get("mod_deleted_at")?,
-        })
-    }
-}
@@ -1,6 +1,5 @@
 pub mod list_all_model_weight_tokens_for_backfill;
 pub mod list_all_model_weight_tokens_for_cached_usage_backfill;
-pub mod list_featured_weights;
 pub mod list_model_weight_tokens_updated_since;
 pub mod list_model_weights_for_elastic_search_backfill_using_cursor;
 pub mod list_model_weights_for_text_to_speech;
@@ -1,66 +0,0 @@
-use chrono::NaiveDateTime;
-use sqlx::MySqlPool;
-
-use errors::AnyhowResult;
-
-use crate::helpers::numeric_converters::try_i64_to_u64_or_min;
-
-#[derive(Serialize, Deserialize, Clone)]
-pub struct QueueStatsRow {
-  pub queue_type: String,
-  pub pending_job_count: u64,
-  pub present_time: NaiveDateTime,
-}
-
-struct QueueStatsRowInternal {
-  queue_type: Option<String>, // FIXME: Shouldn't be nullable
-  pending_job_count: i64,
-  present_time: NaiveDateTime,
-}
-
-// NB: Returning Option<T> is a hack to fit with outer Redis caching.
-// I'm only doing this because I'm in a hurry. Don't do this.
-pub async fn get_unified_queue_stats(
-  pool: &MySqlPool,
-) -> AnyhowResult<Vec<QueueStatsRow>> {
-  // NB (1): We query as a union since "started" jobs can get picked off mid-run and go stale
-  // forever. We currently have no automated means of collecting those jobs.
-  // NB (2): We query the server timestamp so we can cache the results.
-  // The frontend can then monotonically adjust the count based on timestamp by ignoring
-  // past times.
-  let rows : Vec<QueueStatsRowInternal> = sqlx::query_as!(
-      QueueStatsRowInternal,
-        r#"
-SELECT
-    job_type as queue_type,
-    count(*) as pending_job_count,
-    NOW() as present_time
- FROM (
-    SELECT
-        token,
-        job_type
-    FROM generic_inference_jobs
-    WHERE status IN ("pending", "attempt_failed")
-    AND job_type IS NOT NULL
-    UNION
-    SELECT
-        token,
-        job_type
-    FROM generic_inference_jobs
-    WHERE status IN ("started")
-    AND created_at > (CURDATE() - INTERVAL 15 MINUTE)
-    AND job_type IS NOT NULL
-) as generic_inner
-GROUP BY queue_type
-        "#,
-    )
-      .fetch_all(pool)
-      .await?;
-
-  Ok(rows.into_iter().map(|row|
-    QueueStatsRow {
-      queue_type: row.queue_type.unwrap_or_else(|| "unknown".to_string()),
-      pending_job_count: try_i64_to_u64_or_min(row.pending_job_count),
-      present_time: row.present_time,
-  }).collect::<Vec<_>>())
-}
@@ -1,3 +1,2 @@
 pub mod get_on_prem_worker_stats;
-pub mod get_unified_queue_stats;
-pub mod get_voice_count_stats;
+pub mod get_voice_count_stats;
@@ -1,7 +1,6 @@
-pub mod stats;
 pub mod tts_category_assignments;
 pub mod tts_download_jobs;
 pub mod tts_inference_jobs;
 pub mod tts_model_upload_jobs;
 pub mod tts_models;
-pub mod tts_results;
+pub mod tts_results;
@@ -1,89 +0,0 @@
-use anyhow::anyhow;
-use log::warn;
-use sqlx::MySql;
-use sqlx::pool::PoolConnection;
-
-use errors::AnyhowResult;
-
-#[derive(Serialize, Clone)]
-pub struct TtsLeaderboardRecordForList {
-  pub username: String,
-  pub display_name: String,
-  pub gravatar_hash: String,
-  pub creator_user_token: String,
-  pub uploaded_count: i64,
-}
-
-#[derive(Serialize)]
-struct TtsLeaderboardRecordForListRaw {
-  pub username: String,
-  pub display_name: String,
-  pub gravatar_hash: String,
-  pub creator_user_token: String,
-  pub uploaded_count: i64,
-}
-
-// NB: This may need to become an offline query if it is expensive.
-pub async fn calculate_tts_model_leaderboard(
-  mysql_pool: &mut PoolConnection<MySql>
-) -> AnyhowResult<Vec<TtsLeaderboardRecordForList>> {
-
-  // NB(1): We're not requiring "is_public_listing_approved IS TRUE" for TTS models
-  // This is the opposite for W2L templates (for now at least)
-  // NB(2): We're excluding a few users (eg. Vegito's alternate account)
-  //  U:DRB1SKEMKHT1J - https://fakeyou.com/profile/bluefusion/uploaded-tts-models
-  let maybe_results = sqlx::query_as!(
-      TtsLeaderboardRecordForListRaw,
-        r#"
-SELECT
-  users.username,
-  users.display_name,
-  users.email_gravatar_hash as gravatar_hash,
-  creator_user_token,
-  count(*) as uploaded_count
-FROM tts_models
-JOIN users
-ON
-  users.token = creator_user_token
-WHERE
-  users.is_banned IS FALSE
-  AND users.token NOT IN ("U:DRB1SKEMKHT1J")
-  AND tts_models.user_deleted_at IS NULL
-  AND tts_models.mod_deleted_at IS NULL
-GROUP BY creator_user_token
-ORDER BY uploaded_count desc
-LIMIT 25;
-        "#,
-    )
-      .fetch_all(&mut **mysql_pool)
-      .await;
-
-  let results : Vec<TtsLeaderboardRecordForListRaw> = match maybe_results {
-    Ok(results) => results,
-    Err(err) => {
-      warn!("Error: {:?}", err);
-
-      match err {
-        sqlx::Error::RowNotFound => {
-          return Ok(Vec::new());
-        },
-        _ => {
-          warn!("tts leaderboard query error: {:?}", err);
-          return Err(anyhow!("tts leaderboard query error"));
-        }
-      }
-    }
-  };
-
-  Ok(results.into_iter()
-      .map(|result| {
-        TtsLeaderboardRecordForList {
-          username: result.username.to_string(),
-          display_name: result.display_name.to_string(),
-          gravatar_hash: result.gravatar_hash.to_string(),
-          creator_user_token: result.creator_user_token.to_string(),
-          uploaded_count: result.uploaded_count,
-        }
-      })
-      .collect::<Vec<TtsLeaderboardRecordForList>>())
-}
@@ -1 +0,0 @@
-pub mod calculate_tts_model_leaderboard;
@@ -1,279 +0,0 @@
-use chrono::{DateTime, Utc};
-use sqlx::{MySql, MySqlPool};
-use sqlx::pool::PoolConnection;
-
-use errors::AnyhowResult;
-
-use crate::helpers::boolean_converters::{i8_to_bool, nullable_i8_to_optional_bool};
-
-/// List of assigned categories for a TTS model
-/// This is *NOT* paginated, as that defeats the purpose of having a category system.
-#[derive(Serialize)]
-pub struct AssignedCategoryList {
-  pub categories: Vec<AssignedCategory>,
-}
-
-#[derive(Serialize)]
-pub struct AssignedCategory {
-  pub category_token: String,
-
-  pub model_type: String, // TODO: ENUM
-
-  pub maybe_super_category_token: Option<String>,
-
-  pub can_directly_have_models: bool,
-  pub can_have_subcategories: bool,
-  pub can_only_mods_apply: bool,
-
-  pub name: String,
-  pub maybe_dropdown_name: Option<String>,
-
-  pub category_creator_user_token: Option<String>,
-  pub category_creator_username: Option<String>,
-  pub category_creator_display_name: Option<String>,
-  pub category_creator_gravatar_hash: Option<String>,
-
-  // Moderator fields
-  pub is_mod_approved: Option<bool>,
-  pub maybe_mod_comments: Option<String>,
-  //pub maybe_mod_user_token: Option<String>,
-  //pub maybe_mod_username: Option<String>,
-  //pub maybe_mod_display_name: Option<String>,
-
-  pub category_created_at: DateTime<Utc>,
-  pub category_updated_at: DateTime<Utc>,
-  pub category_deleted_at: Option<DateTime<Utc>>,
-
-  pub category_assignment_created_at: DateTime<Utc>,
-  pub category_assignment_updated_at: DateTime<Utc>,
-  pub category_assignment_deleted_at: Option<DateTime<Utc>>,
-}
-
-/// Query Builder for listing categories
-/// These are very difficult queries, so the builder helps for
-/// testability, construction, and correctness.
-pub struct ListAssignedTtsCategoriesQueryBuilder {
-  // REQUIRED.
-  scope_tts_model_token: String,
-
-  // Sometimes "can_directly_have_models" categories change state.
-  // Mods will want to see invalid uses.
-  show_invalid_model_not_allowed_categories: bool,
-
-  // The public lists won't include unapproved, but mod views
-  // will want to see them.
-  show_unapproved: bool,
-
-  // The public lists won't include deleted models, but mod views
-  // will want to see them.
-  show_deleted: bool,
-}
-
-impl ListAssignedTtsCategoriesQueryBuilder {
-  pub fn for_model_token(model_token: &str) -> Self {
-    Self {
-      scope_tts_model_token: model_token.to_string(),
-      show_invalid_model_not_allowed_categories: false,
-      show_unapproved: false,
-      show_deleted: false,
-    }
-  }
-
-  pub fn show_invalid_model_not_allowed_categories(mut self, show_invalid_model_not_allowed_categories: bool) -> Self {
-    self.show_invalid_model_not_allowed_categories = show_invalid_model_not_allowed_categories;
-    self
-  }
-
-  pub fn show_unapproved(mut self, show_unapproved: bool) -> Self {
-    self.show_unapproved = show_unapproved;
-    self
-  }
-
-  pub fn show_deleted(mut self, show_deleted: bool) -> Self {
-    self.show_deleted = show_deleted;
-    self
-  }
-
-  /// Perform the query based on the set predicates.
-  #[deprecated = "Use the PoolConnection<MySql> method instead of the MySqlPool one."]
-  pub async fn perform_query(
-    &self,
-    mysql_pool: &MySqlPool
-  ) -> AnyhowResult<AssignedCategoryList> {
-    let mut mysql_connection = mysql_pool.acquire().await?;
-    self.perform_query_by_connection(&mut mysql_connection).await
-  }
-
-  /// Perform the query based on the set predicates.
-  pub async fn perform_query_by_connection(
-    &self,
-    mysql_connection: &mut PoolConnection<MySql>
-  ) -> AnyhowResult<AssignedCategoryList> {
-
-    let internal_results = self.perform_internal_query(mysql_connection).await?;
-
-    let categories = internal_results
-        .into_iter()
-        .map(|c| {
-          AssignedCategory {
-            category_token: c.category_token,
-            model_type: c.model_type,
-            maybe_super_category_token: c.maybe_super_category_token,
-            can_directly_have_models: i8_to_bool(c.can_directly_have_models),
-            can_have_subcategories: i8_to_bool(c.can_have_subcategories),
-            can_only_mods_apply: i8_to_bool(c.can_only_mods_apply),
-            name: c.name,
-            maybe_dropdown_name: c.maybe_dropdown_name,
-            category_creator_user_token: c.category_creator_user_token,
-            category_creator_username: c.category_creator_username,
-            category_creator_display_name: c.category_creator_display_name,
-            category_creator_gravatar_hash: c.category_creator_gravatar_hash,
-            is_mod_approved: nullable_i8_to_optional_bool(c.is_mod_approved),
-            maybe_mod_comments: c.maybe_mod_comments,
-            category_created_at: c.category_created_at,
-            category_updated_at: c.category_updated_at,
-            category_deleted_at: c.category_deleted_at,
-            category_assignment_created_at: c.category_assignment_created_at,
-            category_assignment_updated_at: c.category_assignment_updated_at,
-            category_assignment_deleted_at: c.category_assignment_deleted_at,
-          }
-        })
-        .collect::<Vec<AssignedCategory>>();
-
-    Ok(AssignedCategoryList {
-      categories,
-    })
-  }
-
-  /// Perform the query based on the set predicates.
-  async fn perform_internal_query(
-    &self,
-    mysql_connection: &mut PoolConnection<MySql>
-  ) -> AnyhowResult<Vec<RawInternalCategoryRecord>> {
-
-    let query = self.build_query_string();
-    let mut query = sqlx::query_as::<_, RawInternalCategoryRecord>(&query);
-
-    // NB: The following bindings must match the order of the query builder !!
-
-    // NB: Model token is always used for scoping.
-    query = query.bind(&self.scope_tts_model_token);
-
-    let results = query.fetch_all(&mut **mysql_connection)
-        .await?;
-
-    Ok(results)
-  }
-
-  fn build_query_string(&self) -> String {
-    // TODO: I haven't figured out how to get field name disambiguation and type coercion working here.
-    //    (1) tts_results.creator_set_visibility `creator_set_visibility: crate::database::enums::record_visibility::RecordVisibility`,
-    //    Query error: no column found for name: creator_set_visibility
-    //    (2) creator_set_visibility `creator_set_visibility: crate::database::enums::record_visibility::RecordVisibility`,
-    //    Column 'creator_set_visibility' in field list is ambiguous
-
-    // TODO/NB: Unfortunately SQLx can't statically typecheck this query
-    let mut query = r#"
-SELECT
-    model_categories.token as category_token,
-
-    model_categories.model_type,
-
-    model_categories.maybe_super_category_token,
-
-    model_categories.can_directly_have_models,
-    model_categories.can_have_subcategories,
-    model_categories.can_only_mods_apply,
-
-    model_categories.name,
-    model_categories.maybe_dropdown_name,
-
-    users.token as category_creator_user_token,
-    users.username as category_creator_username,
-    users.display_name as category_creator_display_name,
-    users.email_gravatar_hash as category_creator_gravatar_hash,
-
-    model_categories.is_mod_approved,
-    model_categories.maybe_mod_comments,
-
-    model_categories.created_at as category_created_at,
-    model_categories.updated_at as category_updated_at,
-    model_categories.deleted_at as category_deleted_at,
-
-    tts_category_assignments.created_at as category_assignment_created_at,
-    tts_category_assignments.updated_at as category_assignment_updated_at,
-    tts_category_assignments.deleted_at as category_assignment_deleted_at
-
-FROM model_categories
-JOIN tts_category_assignments
-    ON tts_category_assignments.category_token = model_categories.token
-LEFT OUTER JOIN users
-    ON model_categories.creator_user_token = users.token
-    "#.to_string();
-
-    query.push_str(&self.build_predicates());
-    query
-  }
-
-  pub fn build_predicates(&self) -> String {
-    let mut query = "".to_string();
-
-    // Scoping to tts model is required.
-    query.push_str(" WHERE tts_category_assignments.model_token = ?");
-    query.push_str(" AND model_categories.model_type = 'tts'");
-
-    // We also don't care to ever show soft-deleted assignments
-    query.push_str(" AND tts_category_assignments.deleted_at IS NULL");
-
-    if !self.show_invalid_model_not_allowed_categories {
-      query.push_str(" AND model_categories.can_directly_have_models IS TRUE");
-    }
-
-    if !self.show_unapproved {
-      query.push_str(" AND model_categories.is_mod_approved IS TRUE");
-    }
-
-    if !self.show_deleted {
-      query.push_str(" AND model_categories.deleted_at IS NULL");
-    }
-
-    query
-  }
-}
-
-#[derive(sqlx::FromRow)]
-pub struct RawInternalCategoryRecord {
-  pub category_token: String,
-
-  pub model_type: String, // TODO: ENUM
-
-  pub maybe_super_category_token: Option<String>,
-
-  pub can_directly_have_models: i8,
-  pub can_have_subcategories: i8,
-  pub can_only_mods_apply: i8,
-
-  pub name: String,
-  pub maybe_dropdown_name: Option<String>,
-
-  pub category_creator_user_token: Option<String>,
-  pub category_creator_username: Option<String>,
-  pub category_creator_display_name: Option<String>,
-  pub category_creator_gravatar_hash: Option<String>,
-
-  // Moderator fields
-  pub is_mod_approved: Option<i8>,
-  pub maybe_mod_comments: Option<String>,
-
-  pub category_created_at: DateTime<Utc>,
-  pub category_updated_at: DateTime<Utc>,
-  pub category_deleted_at: Option<DateTime<Utc>>,
-
-  pub category_assignment_created_at: DateTime<Utc>,
-  pub category_assignment_updated_at: DateTime<Utc>,
-  pub category_assignment_deleted_at: Option<DateTime<Utc>>,
-}
-
-#[cfg(test)]
-mod tests {
-}
@@ -1,2 +1 @@
 pub mod fetch_and_build_tts_model_category_map;
-pub mod list_assigned_tts_categories_query_builder;
@@ -1,53 +0,0 @@
-use chrono::NaiveDateTime;
-use sqlx::MySqlPool;
-
-use errors::AnyhowResult;
-
-use crate::helpers::numeric_converters::try_i64_to_u64_or_min;
-
-#[derive(Clone)]
-pub struct TtsQueueLengthResult {
-  pub record_count: u64,
-  pub present_time: NaiveDateTime,
-}
-
-struct QueryResultInternal {
-  record_count: i64,
-  present_time: NaiveDateTime,
-}
-
-pub async fn get_pending_tts_inference_job_count(
-  pool: &MySqlPool,
-) -> AnyhowResult<TtsQueueLengthResult> {
-  // NB (1): We query as a union since "started" jobs can get picked off mid-run and go stale
-  // forever. We currently have no automated means of collecting those jobs.
-  // NB (2): We query the server timestamp so we can cache the results.
-  // The frontend can then monotonically adjust the count based on timestamp by ignoring
-  // past times.
-  let result : QueryResultInternal = sqlx::query_as!(
-      QueryResultInternal,
-        r#"
-SELECT
-  COUNT(distinct token) as record_count,
-  NOW() as present_time
-FROM
-(
-  SELECT token
-  FROM tts_inference_jobs
-  WHERE status = "started"
-  AND created_at > (CURDATE() - INTERVAL 5 MINUTE)
-UNION
-  SELECT token
-  FROM tts_inference_jobs
-  WHERE status IN ("pending", "attempt_failed")
-) as t
-        "#,
-    )
-      .fetch_one(pool)
-      .await?;
-
-  Ok(TtsQueueLengthResult {
-    record_count: try_i64_to_u64_or_min(result.record_count),
-    present_time: result.present_time,
-  })
-}
@@ -1,74 +0,0 @@
-use anyhow::anyhow;
-use chrono::{DateTime, Utc};
-use sqlx::MySqlPool;
-
-use errors::AnyhowResult;
-
-#[derive(Serialize)]
-pub struct TtsInferenceJobStatusRecord {
-  pub job_token: String,
-
-  pub status: String,
-  pub attempt_count: i32,
-
-  pub maybe_result_token: Option<String>,
-  pub maybe_public_bucket_wav_audio_path: Option<String>,
-
-  pub model_token: String,
-  pub tts_model_type: String,
-  pub title: String, // Name of the TTS model
-
-  pub raw_inference_text: String, // User text
-
-  pub created_at: DateTime<Utc>,
-  pub updated_at: DateTime<Utc>,
-}
-
-pub async fn get_tts_inference_job_status(
-  tts_inference_job_token: &str,
-  mysql_pool: &MySqlPool
-) -> AnyhowResult<Option<TtsInferenceJobStatusRecord>> {
-
-  // NB: Lookup failure is Err(RowNotFound).
-  // NB: Since this is publicly exposed, we don't query sensitive data.
-  let maybe_status = sqlx::query_as!(
-      TtsInferenceJobStatusRecord,
-        r#"
-SELECT
-    jobs.token as job_token,
-
-    jobs.status,
-    jobs.attempt_count,
-    jobs.on_success_result_token as maybe_result_token,
-    results.public_bucket_wav_audio_path as maybe_public_bucket_wav_audio_path,
-
-    jobs.model_token,
-    tts.tts_model_type,
-    tts.title,
-
-    jobs.raw_inference_text,
-
-    jobs.created_at,
-    jobs.updated_at
-
-FROM tts_inference_jobs as jobs
-JOIN tts_models as tts
-    ON tts.token = jobs.model_token
-LEFT OUTER JOIN tts_results as results
-    ON jobs.on_success_result_token = results.token
-
-WHERE jobs.token = ?
-        "#,
-      tts_inference_job_token
-    )
-      .fetch_one(mysql_pool)
-      .await; // TODO: This will return error if it doesn't exist
-
-  match maybe_status {
-    Ok(record) => Ok(Some(record)),
-    Err(err) => match err {
-      sqlx::Error::RowNotFound => Ok(None),
-      _ => Err(anyhow!("tts job query error: {:?}", err)),
-    }
-  }
-}
@@ -1,7 +1,5 @@
 pub mod _keys;
-pub mod get_pending_tts_inference_job_count;
 pub mod get_pending_tts_inference_job_detailed_stats;
-pub mod get_tts_inference_job_status;
 pub mod insert_tts_inference_job;
 pub mod kill_tts_inference_jobs;
 pub mod list_available_tts_inference_jobs;
@@ -1,82 +0,0 @@
-use anyhow::anyhow;
-use log::warn;
-use sqlx::error::Error::Database;
-use sqlx::MySqlPool;
-
-use errors::AnyhowResult;
-use tokens::tokens::tts_model_upload_jobs::TtsModelUploadJobToken;
-
-pub struct InsertTtsModelUploadJobArgs<'a> {
-  pub uuid: &'a str,
-  pub creator_user_token: &'a str,
-  pub creator_ip_address: &'a str,
-  pub creator_set_visibility: &'a str,
-  pub title: &'a str,
-  pub tts_model_type: &'a str,
-  pub download_url: &'a str,
-
-  pub mysql_pool: &'a MySqlPool,
-}
-
-// NB: Returns job token
-pub async fn insert_tts_model_upload_job(args: InsertTtsModelUploadJobArgs<'_>) -> AnyhowResult<String> {
-  // This token is returned to the client.
-  let job_token = TtsModelUploadJobToken::generate().to_string();
-
-  let query_result = sqlx::query!(
-        r#"
-INSERT INTO tts_model_upload_jobs
-SET
-  token = ?,
-  uuid_idempotency_token = ?,
-  creator_user_token = ?,
-  creator_ip_address = ?,
-  creator_set_visibility = ?,
-  title = ?,
-  tts_model_type = ?,
-  download_url = ?,
-  status = "pending"
-        "#,
-        job_token.to_string(),
-        args.uuid,
-        args.creator_user_token,
-        args.creator_ip_address,
-        args.creator_set_visibility,
-        args.title,
-        args.tts_model_type,
-        args.download_url,
-    )
-      .execute(args.mysql_pool)
-      .await;
-
-  let _record_id = match query_result {
-    Ok(res) => {
-      res.last_insert_id()
-    },
-    Err(err) => {
-      warn!("New tts model upload creation DB error: {:?}", err);
-
-      // NB: SQLSTATE[23000]: Integrity constraint violation
-      // NB: MySQL Error Code 1062: Duplicate key insertion (this is harder to access)
-      match err {
-        Database(ref err) => {
-          let _maybe_code = err.code().map(|c| c.into_owned());
-          /*match maybe_code.as_deref() {
-            Some("23000") => {
-              if err.message().contains("username") {
-                return Err(UsernameTaken);
-              } else if err.message().contains("email_address") {
-                return Err(EmailTaken);
-              }
-            }
-            _ => {},
-          }*/
-        },
-        _ => {},
-      }
-      return Err(anyhow!("error inserting model upload job record: {:?}", err));
-    }
-  };
-
-  Ok(job_token)
-}
@@ -1,2 +1 @@
 pub mod get_tts_model_upload_job_status;
-pub mod insert_tts_model_upload_job;
@@ -1,89 +0,0 @@
-use sqlx::MySqlPool;
-
-use errors::AnyhowResult;
-
-pub async fn delete_tts_inference_result_as_user(
-  inference_result_token: &str,
-  mysql_pool: &MySqlPool
-) -> AnyhowResult<()> {
-  let _r = sqlx::query!(
-        r#"
-UPDATE tts_results
-SET
-  user_deleted_at = CURRENT_TIMESTAMP
-WHERE
-  token = ?
-LIMIT 1
-        "#,
-      inference_result_token,
-    )
-      .execute(mysql_pool)
-      .await?;
-  Ok(())
-}
-
-pub async fn delete_tts_inference_result_as_mod(
-  inference_result_token: &str,
-  mod_user_token: &str,
-  mysql_pool: &MySqlPool
-) -> AnyhowResult<()> {
-  let _r = sqlx::query!(
-        r#"
-UPDATE tts_results
-SET
-  mod_deleted_at = CURRENT_TIMESTAMP,
-  maybe_mod_user_token = ?
-WHERE
-  token = ?
-LIMIT 1
-        "#,
-      mod_user_token,
-      inference_result_token,
-    )
-      .execute(mysql_pool)
-      .await?;
-  Ok(())
-}
-
-pub async fn undelete_tts_inference_result_as_user(
-  inference_result_token: &str,
-  mysql_pool: &MySqlPool
-) -> AnyhowResult<()> {
-  let _r = sqlx::query!(
-        r#"
-UPDATE tts_results
-SET
-  user_deleted_at = NULL
-WHERE
-  token = ?
-LIMIT 1
-        "#,
-      inference_result_token,
-    )
-      .execute(mysql_pool)
-      .await?;
-  Ok(())
-}
-
-pub async fn undelete_tts_inference_result_as_mod(
-  inference_result_token: &str,
-  mod_user_token: &str,
-  mysql_pool: &MySqlPool
-) -> AnyhowResult<()> {
-  let _r = sqlx::query!(
-        r#"
-UPDATE tts_results
-SET
-  mod_deleted_at = NULL,
-  maybe_mod_user_token = ?
-WHERE
-  token = ?
-LIMIT 1
-        "#,
-      mod_user_token,
-      inference_result_token,
-    )
-      .execute(mysql_pool)
-      .await?;
-  Ok(())
-}
@@ -1,5 +1,4 @@
-pub mod delete_tts_result_various_scopes;
 pub mod edit_tts_result;
 pub mod insert_tts_result;
 pub mod list_tts_results_query_builder;
-pub mod query_tts_result;
+pub mod query_tts_result;
@@ -0,0 +1,78 @@
+use std::marker::PhantomData;
+
+use chrono::{DateTime, Utc};
+use sqlx::{Executor, MySql};
+
+use tokens::tokens::users::UserToken;
+
+/// One user's aggregated spend within the requested window, joined to their
+/// display info. Only attributed (non-null user), production events count.
+pub struct TopSpenderForWindow {
+  pub user_token: UserToken,
+  pub username: String,
+  pub display_name: String,
+  pub email_gravatar_hash: String,
+  pub gross_spend_usd_cents: u64,
+  pub refund_usd_cents: u64,
+  pub net_spend_usd_cents: i64,
+  pub payment_count: u64,
+  pub credits_granted: u64,
+}
+
+pub struct ListTopSpendersForWindowArgs<'e, 'c, E>
+where
+  E: 'e + Executor<'c, Database = MySql>,
+{
+  /// Inclusive start of the aggregation window.
+  pub window_start: DateTime<Utc>,
+  /// Optional namespace filter. `None` aggregates across all namespaces.
+  pub maybe_payments_namespace: Option<&'e str>,
+  pub limit: i64,
+  pub offset: i64,
+  pub mysql_executor: E,
+  pub phantom: PhantomData<&'c E>,
+}
+
+/// Top spenders since `window_start`, sorted by net spend descending.
+/// Aggregates `user_spend_events` directly (exact rolling windows, unlike the
+/// daily rollups) — the table is payment-scale, so this stays cheap.
+pub async fn list_top_spenders_for_window<'e, 'c: 'e, E>(
+  args: ListTopSpendersForWindowArgs<'e, 'c, E>,
+) -> Result<Vec<TopSpenderForWindow>, sqlx::Error>
+where
+  E: 'e + Executor<'c, Database = MySql>,
+{
+  let rows = sqlx::query_as!(
+    TopSpenderForWindow,
+    r#"
+SELECT
+  e.maybe_user_token AS `user_token!: UserToken`,
+  u.username AS `username!`,
+  u.display_name AS `display_name!`,
+  u.email_gravatar_hash AS `email_gravatar_hash!`,
+  CAST(SUM(CASE WHEN e.amount_usd_cents > 0 THEN e.amount_usd_cents ELSE 0 END) AS UNSIGNED) AS `gross_spend_usd_cents!: u64`,
+  CAST(SUM(CASE WHEN e.amount_usd_cents < 0 THEN -e.amount_usd_cents ELSE 0 END) AS UNSIGNED) AS `refund_usd_cents!: u64`,
+  CAST(SUM(e.amount_usd_cents) AS SIGNED) AS `net_spend_usd_cents!: i64`,
+  CAST(SUM(CASE WHEN e.amount_usd_cents > 0 THEN 1 ELSE 0 END) AS UNSIGNED) AS `payment_count!: u64`,
+  CAST(COALESCE(SUM(e.maybe_credits_granted), 0) AS UNSIGNED) AS `credits_granted!: u64`
+FROM user_spend_events e
+JOIN users u ON u.token = e.maybe_user_token
+WHERE e.maybe_user_token IS NOT NULL
+  AND e.is_production = TRUE
+  AND e.payment_occurred_at >= ?
+  AND (? IS NULL OR e.payments_namespace = ?)
+GROUP BY e.maybe_user_token, u.username, u.display_name, u.email_gravatar_hash
+ORDER BY SUM(e.amount_usd_cents) DESC, e.maybe_user_token ASC
+LIMIT ? OFFSET ?
+    "#,
+    args.window_start,
+    args.maybe_payments_namespace,
+    args.maybe_payments_namespace,
+    args.limit,
+    args.offset,
+  )
+    .fetch_all(args.mysql_executor)
+    .await?;
+
+  Ok(rows)
+}
@@ -1,3 +1,4 @@
+pub mod list_top_spenders_for_window;
 pub mod list_user_spend_events_for_moderation;
 pub mod backfill_get_user_token_by_email;
 pub mod backfill_list_artcraft_customer_links;
@@ -0,0 +1,21 @@
+use tokens::tokens::api_keys::ApiKeyToken;
+use tokens::tokens::users::UserToken;
+
+/// A user authenticated by either an API key or a web session cookie.
+///
+/// The two lookup queries (`get_api_or_web_session_user_by_api_key` and
+/// `get_api_or_web_session_user_by_session_token`) select congruent user fields so both can
+/// produce this one uniform record.
+pub struct ApiOrWebSessionUserRecord {
+  pub user_token: UserToken,
+  pub username: String,
+  pub display_name: String,
+  pub email_address: String,
+
+  pub user_role_slug: String,
+  pub is_banned: bool,
+  pub can_ban_users: bool,
+
+  /// Only set when the lookup was by API key.
+  pub maybe_api_key_token: Option<ApiKeyToken>,
+}
@@ -0,0 +1,70 @@
+use std::marker::PhantomData;
+
+use sqlx::{Executor, MySql};
+
+use artcraft_api_keys::ArtcraftApiKey;
+use tokens::tokens::api_keys::ApiKeyToken;
+use tokens::tokens::users::UserToken;
+
+use crate::helpers::boolean_converters::{i8_to_bool, nullable_i8_to_bool_default_false};
+use crate::queries::users::api_or_web_sessions::api_or_web_session_user_record::ApiOrWebSessionUserRecord;
+
+pub struct GetApiOrWebSessionUserByApiKeyArgs<'e, 'c, E>
+where
+  E: 'e + Executor<'c, Database = MySql>,
+{
+  /// The actual API key secret presented by the client.
+  pub api_key: &'e ArtcraftApiKey,
+  pub mysql_executor: E,
+  pub phantom: PhantomData<&'c E>,
+}
+
+/// Look up the user behind an API key secret, selecting the same user fields as
+/// `get_api_or_web_session_user_by_session_token` so both auth paths share one record shape.
+///
+/// Returns `Ok(None)` when no row matches, when the matching API key is soft-deleted, or when the
+/// owning user is missing or deleted. The full secret is never echoed back.
+pub async fn get_api_or_web_session_user_by_api_key<'e, 'c: 'e, E>(
+  args: GetApiOrWebSessionUserByApiKeyArgs<'e, 'c, E>,
+) -> Result<Option<ApiOrWebSessionUserRecord>, sqlx::Error>
+where
+  E: 'e + Executor<'c, Database = MySql>,
+{
+  let result = sqlx::query!(
+    r#"
+SELECT
+  users.token as `user_token: UserToken`,
+  users.username,
+  users.display_name,
+  users.email_address,
+  users.user_role_slug,
+  users.is_banned,
+  user_roles.can_ban_users,
+  api_keys.token as `api_key_token: ApiKeyToken`
+FROM api_keys
+INNER JOIN users
+  ON users.token = api_keys.owner_user_token
+LEFT OUTER JOIN user_roles
+  ON users.user_role_slug = user_roles.slug
+WHERE api_keys.api_key = ?
+  AND api_keys.maybe_deleted_at IS NULL
+  AND users.user_deleted_at IS NULL
+  AND users.mod_deleted_at IS NULL
+LIMIT 1
+    "#,
+    args.api_key.as_str_be_careful(),
+  )
+    .fetch_optional(args.mysql_executor)
+    .await?;
+
+  Ok(result.map(|r| ApiOrWebSessionUserRecord {
+    user_token: r.user_token,
+    username: r.username,
+    display_name: r.display_name,
+    email_address: r.email_address,
+    user_role_slug: r.user_role_slug,
+    is_banned: i8_to_bool(r.is_banned),
+    can_ban_users: nullable_i8_to_bool_default_false(r.can_ban_users),
+    maybe_api_key_token: Some(r.api_key_token),
+  }))
+}
@@ -0,0 +1,67 @@
+use std::marker::PhantomData;
+
+use sqlx::{Executor, MySql};
+
+use tokens::tokens::users::UserToken;
+
+use crate::helpers::boolean_converters::{i8_to_bool, nullable_i8_to_bool_default_false};
+use crate::queries::users::api_or_web_sessions::api_or_web_session_user_record::ApiOrWebSessionUserRecord;
+
+pub struct GetApiOrWebSessionUserBySessionTokenArgs<'e, 'c, E>
+where
+  E: 'e + Executor<'c, Database = MySql>,
+{
+  /// The session token decoded from the session cookie.
+  pub session_token: &'e str,
+  pub mysql_executor: E,
+  pub phantom: PhantomData<&'c E>,
+}
+
+/// Look up the user behind a web session token, selecting the same user fields as
+/// `get_api_or_web_session_user_by_api_key` so both auth paths share one record shape.
+///
+/// Returns `Ok(None)` when no row matches, when the session is deleted, or when the owning user
+/// is missing or deleted.
+pub async fn get_api_or_web_session_user_by_session_token<'e, 'c: 'e, E>(
+  args: GetApiOrWebSessionUserBySessionTokenArgs<'e, 'c, E>,
+) -> Result<Option<ApiOrWebSessionUserRecord>, sqlx::Error>
+where
+  E: 'e + Executor<'c, Database = MySql>,
+{
+  let result = sqlx::query!(
+    r#"
+SELECT
+  users.token as `user_token: UserToken`,
+  users.username,
+  users.display_name,
+  users.email_address,
+  users.user_role_slug,
+  users.is_banned,
+  user_roles.can_ban_users
+FROM user_sessions
+INNER JOIN users
+  ON users.token = user_sessions.user_token
+LEFT OUTER JOIN user_roles
+  ON users.user_role_slug = user_roles.slug
+WHERE user_sessions.token = ?
+  AND user_sessions.deleted_at IS NULL
+  AND users.user_deleted_at IS NULL
+  AND users.mod_deleted_at IS NULL
+LIMIT 1
+    "#,
+    args.session_token,
+  )
+    .fetch_optional(args.mysql_executor)
+    .await?;
+
+  Ok(result.map(|r| ApiOrWebSessionUserRecord {
+    user_token: r.user_token,
+    username: r.username,
+    display_name: r.display_name,
+    email_address: r.email_address,
+    user_role_slug: r.user_role_slug,
+    is_banned: i8_to_bool(r.is_banned),
+    can_ban_users: nullable_i8_to_bool_default_false(r.can_ban_users),
+    maybe_api_key_token: None,
+  }))
+}
@@ -0,0 +1,3 @@
+pub mod api_or_web_session_user_record;
+pub mod get_api_or_web_session_user_by_api_key;
+pub mod get_api_or_web_session_user_by_session_token;
@@ -1,3 +1,4 @@
+pub mod api_or_web_sessions;
 pub mod user;
 pub mod user_badges;
 pub mod user_bookmarks;
@@ -1,237 +0,0 @@
-use anyhow::anyhow;
-use chrono::Utc;
-use sqlx::MySqlPool;
-
-use errors::AnyhowResult;
-
-use crate::helpers::boolean_converters::i8_to_bool;
-
-/// Lookup by voice clone request token
-pub async fn get_voice_clone_request_by_token(
-  voice_clone_request_token: &str,
-  pool: &MySqlPool,
-) -> AnyhowResult<Option<VoiceCloneRequest>> {
-  internal_voice_clone_request_by_token(voice_clone_request_token, pool).await
-}
-
-/// Lookup by user
-pub async fn get_voice_clone_request_by_user_token(
-  user_token: &str,
-  pool: &MySqlPool,
-) -> AnyhowResult<Option<VoiceCloneRequest>> {
-  internal_voice_clone_request_by_user_token(user_token, pool).await
-}
-
-/// Used for both *BY TOKEN* and for *BY USER* lookups.
-/// The user field should be optional for one and not for the other, but code reuse is more
-/// important and this is a quick / hasty feature.
-#[derive(Debug)]
-pub struct VoiceCloneRequest {
-  pub token: String,
-
-  // Contact
-  pub maybe_user_token: Option<String>,
-  pub email_address: String,
-  pub discord_username: String,
-
-  // Visibility
-  pub is_for_private_use: bool,
-  pub is_for_public_use: bool,
-
-  // Use
-  pub is_for_studio: bool,
-  pub is_for_twitch_tts: bool,
-  pub is_for_api_use: bool,
-  pub is_for_music: bool,
-  pub is_for_games: bool,
-  pub is_for_other: bool,
-  pub optional_notes_on_use: Option<String>,
-
-  // Subject/Ownership
-  pub is_own_voice: bool,
-  pub is_third_party_voice: bool,
-  pub optional_notes_on_subject: Option<String>,
-
-  // Equipment
-  pub has_clean_audio_recordings: bool,
-  pub has_good_microphone: bool,
-
-  // Comments
-  pub optional_questions: Option<String>,
-  pub optional_extra_comments: Option<String>,
-
-  pub created_at: chrono::DateTime<Utc>,
-  pub updated_at: chrono::DateTime<Utc>,
-}
-
-async fn internal_voice_clone_request_by_token(
-  voice_clone_request_token: &str,
-  pool: &MySqlPool,
-) -> AnyhowResult<Option<VoiceCloneRequest>> {
-  let maybe_record = sqlx::query_as!(
-      VoiceCloneRequestInternal,
-        r#"
-SELECT
-  token,
-
-  maybe_user_token,
-  email_address,
-  discord_username,
-
-  is_for_private_use,
-  is_for_public_use,
-
-  is_for_studio,
-  is_for_twitch_tts,
-  is_for_api_use,
-  is_for_music,
-  is_for_games,
-  is_for_other,
-  optional_notes_on_use,
-
-  is_own_voice,
-  is_third_party_voice,
-  optional_notes_on_subject,
-
-  has_clean_audio_recordings,
-  has_good_microphone,
-
-  optional_questions,
-  optional_extra_comments,
-
-  created_at,
-  updated_at
-FROM voice_clone_requests
-WHERE
-  token = ?
-        "#,
-      voice_clone_request_token,
-    )
-      .fetch_one(pool)
-      .await;
-
-  handle_result(maybe_record)
-}
-
-async fn internal_voice_clone_request_by_user_token(
-  user_token: &str,
-  pool: &MySqlPool,
-) -> AnyhowResult<Option<VoiceCloneRequest>> {
-  let maybe_record = sqlx::query_as!(
-      VoiceCloneRequestInternal,
-        r#"
-SELECT
-  token,
-
-  maybe_user_token,
-  email_address,
-  discord_username,
-
-  is_for_private_use,
-  is_for_public_use,
-
-  is_for_studio,
-  is_for_twitch_tts,
-  is_for_api_use,
-  is_for_music,
-  is_for_games,
-  is_for_other,
-  optional_notes_on_use,
-
-  is_own_voice,
-  is_third_party_voice,
-  optional_notes_on_subject,
-
-  has_clean_audio_recordings,
-  has_good_microphone,
-
-  optional_questions,
-  optional_extra_comments,
-
-  created_at,
-  updated_at
-FROM voice_clone_requests
-WHERE
-  maybe_user_token = ?
-        "#,
-      user_token,
-    )
-      .fetch_one(pool)
-      .await;
-
-  handle_result(maybe_record)
-}
-
-fn handle_result(
-  maybe_record: Result<VoiceCloneRequestInternal, sqlx::Error>,
-) -> AnyhowResult<Option<VoiceCloneRequest>> {
-  let record : VoiceCloneRequestInternal = match maybe_record {
-    Ok(record) => record,
-    Err(sqlx::Error::RowNotFound) => return Ok(None),
-    Err(ref err) => return Err(anyhow!("database query error: {:?}", err)),
-  };
-
-  Ok(Some(VoiceCloneRequest {
-    token: record.token,
-    maybe_user_token: record.maybe_user_token,
-    email_address: record.email_address,
-    discord_username: record.discord_username,
-    is_for_private_use: i8_to_bool(record.is_for_private_use),
-    is_for_public_use: i8_to_bool(record.is_for_public_use),
-    is_for_studio: i8_to_bool(record.is_for_studio),
-    is_for_twitch_tts: i8_to_bool(record.is_for_twitch_tts),
-    is_for_api_use: i8_to_bool(record.is_for_api_use),
-    is_for_music: i8_to_bool(record.is_for_music),
-    is_for_games: i8_to_bool(record.is_for_games),
-    is_for_other: i8_to_bool(record.is_for_other),
-    optional_notes_on_use: record.optional_notes_on_use,
-    is_own_voice: i8_to_bool(record.is_own_voice),
-    is_third_party_voice: i8_to_bool(record.is_third_party_voice),
-    optional_notes_on_subject: record.optional_notes_on_subject,
-    has_clean_audio_recordings: i8_to_bool(record.has_clean_audio_recordings),
-    has_good_microphone: i8_to_bool(record.has_good_microphone),
-    optional_questions: record.optional_questions,
-    optional_extra_comments: record.optional_extra_comments,
-    created_at: record.created_at,
-    updated_at: record.updated_at,
-  }))
-}
-
-#[derive(Debug)]
-struct VoiceCloneRequestInternal {
-  pub token: String,
-
-  // Contact
-  pub maybe_user_token: Option<String>,
-  pub email_address: String,
-  pub discord_username: String,
-
-  // Visibility
-  pub is_for_private_use: i8,
-  pub is_for_public_use: i8,
-
-  // Use
-  pub is_for_studio: i8,
-  pub is_for_twitch_tts: i8,
-  pub is_for_api_use: i8,
-  pub is_for_music: i8,
-  pub is_for_games: i8,
-  pub is_for_other: i8,
-  pub optional_notes_on_use: Option<String>,
-
-  // Subject/Ownership
-  pub is_own_voice: i8,
-  pub is_third_party_voice: i8,
-  pub optional_notes_on_subject: Option<String>,
-
-  // Equipment
-  pub has_clean_audio_recordings: i8,
-  pub has_good_microphone: i8,
-
-  // Comments
-  pub optional_questions: Option<String>,
-  pub optional_extra_comments: Option<String>,
-
-  pub created_at: chrono::DateTime<Utc>,
-  pub updated_at: chrono::DateTime<Utc>,
-}
@@ -1,125 +0,0 @@
-use anyhow::anyhow;
-use sqlx::MySqlPool;
-
-use errors::AnyhowResult;
-use tokens::tokens::voice_clone_requests::VoiceCloneRequestToken;
-
-pub struct InsertVoiceCloneRequestBuilder {
-  pub uuid_idempotency_token: String,
-
-  // Contact
-  pub maybe_user_token: Option<String>,
-  pub email_address: String,
-  pub discord_username: String,
-
-  // Visibility
-  pub is_for_private_use: bool,
-  pub is_for_public_use: bool,
-
-  // Use
-  pub is_for_studio: bool,
-  pub is_for_twitch_tts: bool,
-  pub is_for_api_use: bool,
-  pub is_for_music: bool,
-  pub is_for_games: bool,
-  pub is_for_other: bool,
-  pub optional_notes_on_use: Option<String>,
-
-  // Subject/Ownership
-  pub is_own_voice: bool,
-  pub is_third_party_voice: bool,
-  pub optional_notes_on_subject: Option<String>,
-
-  // Equipment
-  pub has_clean_audio_recordings: bool,
-  pub has_good_microphone: bool,
-
-  // Comments
-  pub optional_questions: Option<String>,
-  pub optional_extra_comments: Option<String>,
-
-  pub ip_address_creation: String,
-}
-
-impl InsertVoiceCloneRequestBuilder {
-
-  /// Returns the newly generated token.
-  pub async fn insert(&self, mysql_pool: &MySqlPool) -> AnyhowResult<String> {
-
-    let token = VoiceCloneRequestToken::generate().to_string();
-
-    let query = sqlx::query!(
-        r#"
-INSERT INTO voice_clone_requests
-SET
-  token = ?,
-  uuid_idempotency_token = ?,
-
-  maybe_user_token = ?,
-  email_address = ?,
-  discord_username = ?,
-
-  is_for_private_use = ?,
-  is_for_public_use = ?,
-
-  is_for_studio = ?,
-  is_for_twitch_tts = ?,
-  is_for_api_use = ?,
-  is_for_music = ?,
-  is_for_games = ?,
-  is_for_other = ?,
-  optional_notes_on_use = ?,
-
-  is_own_voice = ?,
-  is_third_party_voice = ?,
-  optional_notes_on_subject = ?,
-
-  has_clean_audio_recordings = ?,
-  has_good_microphone = ?,
-
-  optional_questions = ?,
-  optional_extra_comments = ?,
-
-  ip_address_creation = ?
-        "#,
-      &token,
-      &self.uuid_idempotency_token,
-
-      &self.maybe_user_token,
-      &self.email_address,
-      &self.discord_username,
-
-      &self.is_for_private_use,
-      &self.is_for_public_use,
-
-      &self.is_for_studio,
-      &self.is_for_twitch_tts,
-      &self.is_for_api_use,
-      &self.is_for_music,
-      &self.is_for_games,
-      &self.is_for_other,
-      &self.optional_notes_on_use,
-
-      &self.is_own_voice,
-      &self.is_third_party_voice,
-      &self.optional_notes_on_subject,
-
-      &self.has_clean_audio_recordings,
-      &self.has_good_microphone,
-
-      &self.optional_questions,
-      &self.optional_extra_comments,
-
-      &self.ip_address_creation,
-    );
-
-    let query_result = query.execute(mysql_pool).await;
-
-    let _record_id = match query_result {
-      Ok(res) => res.last_insert_id(),
-      Err(err) => return Err(anyhow!("Error creating Voice Clone Request: {:?}", err)),
-    };
-
-    Ok(token)
-  }
-}
@@ -1,2 +0,0 @@
-pub mod get_voice_clone_request;
-pub mod insert_voice_clone_requests_builder;
@@ -17,10 +17,6 @@ impl RedisCacheKeys {
    format!("get_tts_inf2:{}", model_token)
  }

-  pub fn get_unified_queue_stats_endpoint() -> &'static str {
-    "q_stats_2" // NB: Schema changed, hence _2
-  }
-
  pub fn session_record_light(session_token: &str) -> String {
    format!("ses_light:{}", session_token)
  }
@@ -16,7 +16,6 @@ use crate::http_server::common_responses::tag_info::TagInfo;
 use crate::http_server::common_responses::user_details_lite::{UserDefaultAvatarInfo, UserDetailsLight};
 use crate::http_server::deprecated_endpoints::conversion::enqueue_fbx_to_gltf_handler::*;
 use crate::http_server::deprecated_endpoints::engine::create_scene_handler::*;
-use crate::http_server::deprecated_endpoints::image_gen::enqueue_image_generation::EnqueueImageGenRequestSuccessResponse;
 use crate::http_server::deprecated_endpoints::workflows::enqueue::enqueue_face_fusion_workflow_handler::*;
 use crate::http_server::deprecated_endpoints::workflows::enqueue::enqueue_live_portrait_workflow_handler::*;
 use crate::http_server::deprecated_endpoints::workflows::enqueue::vst_common::vst_error::*;
@@ -137,6 +136,7 @@ use artcraft_api_defs::moderation::user_spend_summaries::get_summary::*;
 use artcraft_api_defs::moderation::user_spend_summaries::reengagement_list::*;
 use artcraft_api_defs::moderation::user_spend_summaries::top_users_list::*;
 use artcraft_api_defs::moderation::user_daily_spends::user_daily_spends_list::*;
+use artcraft_api_defs::moderation::top_spenders::list::*;
 use artcraft_api_defs::moderation::user_spend_events::list::*;
 use artcraft_api_defs::folders::subfolder::*;
 use artcraft_api_defs::moderation::user_referrals::list_global_user_referrals::*;
@@ -217,8 +217,6 @@ use billing_component::stripe::http_endpoints::checkout::create::stripe_create_c
 use crate::http_server::endpoints::billing_fakeyou::list_active_user_subscriptions_handler::*;
 use crate::http_server::endpoints::service::status_alert_handler::*;
 use crate::http_server::endpoints::stats::get_unified_queue_stats_handler::*;
-use crate::http_server::endpoints::studio_gen2::enqueue_studio_gen2_handler::*;
-use crate::http_server::endpoints::studio_gen2::enqueue_studio_gen2_handler::EnqueueStudioGen2Request;
 use crate::http_server::endpoints::tags::list_tags_for_entity_handler::*;
 use crate::http_server::endpoints::tags::set_tags_for_entity_handler::*;
 use crate::http_server::endpoints::tts::enqueue_infer_tts_handler::enqueue_infer_tts_handler::*;
@@ -241,9 +239,6 @@ use crate::http_server::endpoints::users::login_handler::LoginErrorResponse;
 use crate::http_server::endpoints::users::logout_handler::*;
 use crate::http_server::endpoints::users::session_info_handler::*;
 use crate::http_server::endpoints::users::session_token_info_handler::*;
-use crate::http_server::endpoints::voice_conversion::enqueue_voice_conversion_inference_handler::*;
-use crate::http_server::endpoints::voice_designer::inference::enqueue_tts_request::*;
-use crate::http_server::endpoints::voice_designer::voice_datasets::list_datasets_by_user::*;
 use crate::http_server::endpoints::weights::delete::delete_weight_handler::*;
 use crate::http_server::endpoints::weights::get::get_weight_handler::*;
 use crate::http_server::endpoints::weights::list::list_available_weights_handler::*;
@@ -388,7 +383,6 @@ use crate::http_server::endpoints::video_info::video_info_upload_handler::*;
 use crate::http_server::endpoints::video_info::video_info_notes_handler::*;
 use crate::http_server::endpoints::web_referrals::log_web_referral_handler::*;
 use crate::http_server::endpoints::image_studio::update_gpt_image_job_status_handler::*;
-use crate::http_server::endpoints::voice_conversion::enqueue_seed_vc_inference_handler::*;
 use crate::http_server::endpoints::credits::get_session_credits_handler::*;
 use crate::http_server::endpoints::subscriptions::get_session_subscription_handler::*;
 use crate::http_server::endpoints::analytics::log_app_active_user_handler::*;
@@ -402,6 +396,7 @@ use crate::http_server::endpoints::media_files::list::list_batch_generated_redux
    crate::http_server::endpoints::moderation::user_spend_summaries::moderator_reengagement_list_handler::moderator_reengagement_list_handler,
    crate::http_server::endpoints::moderation::user_spend_summaries::moderator_top_users_list_handler::moderator_top_users_list_handler,
    crate::http_server::endpoints::moderation::user_daily_spends::moderator_user_daily_spends_handler::moderator_user_daily_spends_handler,
+    crate::http_server::endpoints::moderation::top_spenders::moderator_list_top_spenders_handler::moderator_list_top_spenders_handler,
    crate::http_server::endpoints::moderation::user_spend_events::moderator_list_user_spend_events_handler::moderator_list_user_spend_events_handler,
    billing_component::stripe::http_endpoints::checkout::create::stripe_create_checkout_session_json_handler::stripe_create_checkout_session_json_handler,
    crate::http_server::endpoints::billing_fakeyou::list_active_user_subscriptions_handler::list_active_user_subscriptions_handler,
@@ -487,7 +482,6 @@ use crate::http_server::endpoints::media_files::list::list_batch_generated_redux
    crate::http_server::endpoints::prompts::get_prompt_handler::get_prompt_handler,
    crate::http_server::endpoints::service::status_alert_handler::status_alert_handler,
    crate::http_server::endpoints::stats::get_unified_queue_stats_handler::get_unified_queue_stats_handler,
-    crate::http_server::endpoints::studio_gen2::enqueue_studio_gen2_handler::enqueue_studio_gen2_handler,
    crate::http_server::endpoints::tags::list_tags_for_entity_handler::list_tags_for_entity_handler,
    crate::http_server::endpoints::tags::set_tags_for_entity_handler::set_tags_for_entity_handler,
    crate::http_server::endpoints::tts::enqueue_infer_tts_handler::enqueue_infer_tts_handler::enqueue_infer_tts_handler,
@@ -509,9 +503,6 @@ use crate::http_server::endpoints::media_files::list::list_batch_generated_redux
    crate::http_server::endpoints::users::logout_handler::logout_handler,
    crate::http_server::endpoints::users::session_info_handler::session_info_handler,
    crate::http_server::endpoints::users::session_token_info_handler::session_token_info_handler,
-    crate::http_server::endpoints::voice_conversion::enqueue_voice_conversion_inference_handler::enqueue_voice_conversion_inference_handler,
-    crate::http_server::endpoints::voice_designer::inference::enqueue_tts_request::enqueue_tts_request,
-    crate::http_server::endpoints::voice_designer::voice_datasets::list_datasets_by_user::list_datasets_by_user_handler,
    crate::http_server::endpoints::weights::delete::delete_weight_handler::delete_weight_handler,
    crate::http_server::endpoints::weights::get::get_weight_handler::get_weight_handler,
    crate::http_server::endpoints::weights::list::list_available_weights_handler::list_available_weights_handler,
@@ -567,9 +558,7 @@ use crate::http_server::endpoints::media_files::list::list_batch_generated_redux
    crate::http_server::endpoints::analytics::log_app_active_user_handler::log_app_active_user_handler,
    crate::http_server::endpoints::analytics::log_app_active_user_json_handler::log_app_active_user_json_handler,
    // Voice Conversion
-    crate::http_server::endpoints::voice_conversion::enqueue_seed_vc_inference_handler::enqueue_infer_seed_vc_handler,
    // TTS
-    crate::http_server::endpoints::tts::enqueue_infer_f5_tts_handler::enqueue_infer_f5_tts_handler::enqueue_infer_f5_tts_handler,
    // Characters
    crate::http_server::endpoints::characters::list_characters_handler::list_characters_handler,
    crate::http_server::endpoints::characters::create_character_handler::create_character_handler,
@@ -668,6 +657,9 @@ use crate::http_server::endpoints::media_files::list::list_batch_generated_redux
    TopUserEntry,
    TopUsersWindow,
    ModeratorUserDailySpendsResponse,
+    ModeratorListTopSpendersResponse,
+    TopSpenderEntry,
+    TopSpendersWindow,
    ModeratorListUserSpendEventsResponse,
    UserSpendEventListEntry,
    UserDailySpendEntry,
@@ -927,21 +919,13 @@ use crate::http_server::endpoints::media_files::list::list_batch_generated_redux
    EnqueueFbxToGltfRequestSuccessResponse,
    EnqueueGptSovitsModelDownloadRequest,
    EnqueueGptSovitsModelDownloadSuccessResponse,
-    EnqueueImageGenRequestSuccessResponse,
    EnqueueLivePortraitCropDimensions,
    EnqueueLivePortraitWorkflowRequest,
    EnqueueLivePortraitWorkflowSuccessResponse,
-    EnqueueStudioGen2Request,
-    EnqueueStudioGen2Response,
-    EnqueueTTSRequest,
-    EnqueueTTSRequestSuccessResponse,
    EnqueueVideoStyleTransferRequest,
    EnqueueVideoStyleTransferSuccessResponse,
-    EnqueueVoiceConversionInferenceRequest,
-    EnqueueVoiceConversionInferenceSuccessResponse,
    FeaturedMediaFile,
    FeaturedModelWeightForList,
-    FundamentalFrequencyMethod,
    GenerateFlux1DevTextToImageAspectRatio,
    GenerateFlux1DevTextToImageNumImages,
    GenerateFlux1DevTextToImageRequest,
@@ -999,15 +983,12 @@ use crate::http_server::endpoints::media_files::list::list_batch_generated_redux
    GetProfilePathInfo,
    GetPromptPathInfo,
    GetPromptSuccessResponse,
-    GetUnifiedQueueStatsError,
    GetUnifiedQueueStatsSuccessResponse,
    GetUserRatingResponse,
    GetWeightPathInfo,
    GetWeightResponse,
    GoogleCreateAccountRequest,
    GoogleCreateAccountSuccessResponse,
-    InferTtsError,
-    InferTtsRequest,
    InferTtsSuccessResponse,
    InferenceJobStatusResponsePayload,
    InferenceJobTokenType,
@@ -1021,9 +1002,6 @@ use crate::http_server::endpoints::media_files::list::list_batch_generated_redux
    ListCommentsError,
    ListCommentsPathInfo,
    ListCommentsSuccessResponse,
-    ListDatasetsByUserError,
-    ListDatasetsByUserPathInfo,
-    ListDatasetsByUserSuccessResponse,
    ListFeaturedMediaFilesQueryParams,
    ListFeaturedMediaFilesSuccessResponse,
    ListFeaturedWeightsError,
@@ -1194,7 +1172,6 @@ use crate::http_server::endpoints::media_files::list::list_batch_generated_redux
    WeightsData,
    WriteEngineAssetMediaSuccessResponse,
    WriteSceneFileMediaSuccessResponse,
-    ZsDatasetRecord,

    // Cost Estimate types
    EstimateImageCostRequest,
@@ -1,143 +0,0 @@
-// NB: Incrementally getting rid of build warnings...
-#![forbid(unused_imports)]
-#![forbid(unused_mut)]
-#![forbid(unused_variables)]
-
-use std::sync::Arc;
-
-use actix_web::web::Path;
-use actix_web::{web, HttpRequest, HttpResponse};
-use chrono::{DateTime, Utc};
-use log::warn;
-
-use mysql_queries::queries::tts::tts_category_assignments::list_assigned_tts_categories_query_builder::ListAssignedTtsCategoriesQueryBuilder;
-
-use crate::state::server_state::ServerState;
-use crate::http_server::common_responses::common_web_error::CommonWebError;
-
-// =============== Request ===============
-
-/// For the URL PathInfo
-#[derive(Deserialize)]
-pub struct ListTtsModelAssignedCategoriesPathInfo {
-  /// TTS model token
-  token: String,
-}
-
-// =============== Success Response ===============
-
-#[derive(Serialize)]
-pub struct ListTtsModelAssignedCategoriesResponse {
-  pub success: bool,
-  pub categories: Vec<DisplayCategory>,
-}
-
-/// Public-facing and optimized (non-irrelevant fields) category list
-/// Used for the main TTS dropdown as well as the TTS edit/tagging UI
-#[derive(Serialize)]
-pub struct DisplayCategory {
-  pub category_token: String,
-
-  pub model_type: String, // TODO: ENUM
-
-  pub maybe_super_category_token: Option<String>,
-
-  pub can_directly_have_models: bool,
-  pub can_have_subcategories: bool,
-  pub can_only_mods_apply: bool,
-
-  pub name: String,
-  pub maybe_dropdown_name: Option<String>,
-
-  // NB: It's okay for non-mods to see this.
-  pub is_mod_approved: Option<bool>,
-
-  pub category_created_at: DateTime<Utc>,
-  pub category_updated_at: DateTime<Utc>,
-  pub category_deleted_at: Option<DateTime<Utc>>,
-
-  //pub creator_user_token: Option<String>,
-  //pub creator_username: Option<String>,
-  //pub creator_display_name: Option<String>,
-}
-
-// =============== Error Response ===============
-// NB: Not using derive_more::Display since Clion doesn't understand it.
-// =============== Handler ===============
-
-pub async fn list_tts_model_assigned_categories_handler(
-  http_request: HttpRequest,
-  path: Path<ListTtsModelAssignedCategoriesPathInfo>,
-  server_state: web::Data<Arc<ServerState>>) -> Result<HttpResponse, CommonWebError>
-{
-  let mut mysql_connection = server_state.mysql_pool.acquire()
-      .await
-      .map_err(|e| {
-        warn!("Could not acquire DB pool: {:?}", e);
-        CommonWebError::from_error(e)
-      })?;
-
-  let maybe_user_session = server_state
-      .session_checker
-      .maybe_get_user_session_from_connection(&http_request, &mut mysql_connection)
-      .await
-      .map_err(|e| {
-        warn!("Session checker error: {:?}", e);
-        CommonWebError::from_error(e)
-      })?;
-
-  // TODO: We don't have any permissions for categories. This is a proxy.
-  let is_mod = maybe_user_session
-      .map(|session| session.can_ban_users)
-      .unwrap_or(false);
-
-  let query_builder = ListAssignedTtsCategoriesQueryBuilder::for_model_token(&path.token)
-      .show_invalid_model_not_allowed_categories(is_mod)
-      .show_deleted(is_mod)
-      .show_unapproved(is_mod);
-
-  let query_result =
-      query_builder.perform_query_by_connection(&mut mysql_connection).await;
-
-  let results = match query_result {
-    Ok(results) => results,
-    Err(err) => {
-      warn!("DB error: {:?}", err);
-      return Err(CommonWebError::from_anyhow_error(err));
-    }
-  };
-
-  let mut categories = results.categories.into_iter()
-      .map(|c| {
-        DisplayCategory {
-          category_token: c.category_token,
-          model_type: c.model_type,
-          maybe_super_category_token: c.maybe_super_category_token,
-          can_directly_have_models: c.can_directly_have_models,
-          can_have_subcategories: c.can_have_subcategories,
-          can_only_mods_apply: c.can_only_mods_apply,
-          name: c.name.clone(),
-          maybe_dropdown_name:c.maybe_dropdown_name,
-          is_mod_approved: c.is_mod_approved,
-          category_created_at: c.category_created_at,
-          category_updated_at: c.category_updated_at,
-          category_deleted_at: c.category_deleted_at,
-        }
-      })
-      .collect::<Vec<DisplayCategory>>();
-
-  // TODO: Sort by dropdown name too.
-  categories.sort_by(|c1, c2| c1.name.cmp(&c2.name));
-
-  let response = ListTtsModelAssignedCategoriesResponse {
-    success: true,
-    categories,
-  };
-
-  let body = serde_json::to_string(&response)
-      .map_err(CommonWebError::from_error)?;
-
-  Ok(HttpResponse::Ok()
-      .content_type("application/json")
-      .body(body))
-}
@@ -1,4 +1,3 @@
 pub mod assign_tts_category;
 pub mod list_fully_computed_assigned_tts_categories;
 pub mod list_tts_categories;
-pub mod list_tts_model_assigned_categories;
@@ -1,75 +0,0 @@
-use std::collections::BTreeSet;
-
-#[cfg(test)]
-use strum::EnumCount;
-#[cfg(test)]
-use strum::EnumIter;
-use utoipa::ToSchema;
-
-#[cfg_attr(test, derive(EnumIter, EnumCount))]
-#[derive(Clone, Copy, Eq, PartialEq, Hash, Ord, PartialOrd, Debug, Deserialize, Serialize, ToSchema)]
-pub enum EnqueueImageGenType {
-    #[serde(rename = "upload_lora")]
-    UploadLoRA,
-    #[serde(rename = "upload_sd")]
-    Checkpoint,
-    #[serde(rename = "inference")]
-    Inference,
-}
-
-impl EnqueueImageGenType {
-    pub fn to_str(&self) -> &'static str {
-        match self {
-            Self::UploadLoRA => "upload_lora",
-            Self::Checkpoint => "upload_sd",
-            Self::Inference => "inference",
-        }
-    }
-
-    pub fn from_str(value: &str) -> Result<Self, String> {
-        match value {
-            "upload_lora" => Ok(Self::UploadLoRA),
-            "upload_sd" => Ok(Self::Checkpoint),
-            "inference" => Ok(Self::Inference),
-            _ => Err(format!("invalid value: {:?}", value)),
-        }
-    }
-
-    pub fn all_variants() -> BTreeSet<Self> {
-        BTreeSet::from([
-            Self::UploadLoRA,
-            Self::Checkpoint,
-            Self::Inference
-        ])
-    }
-}
-
-
-#[cfg(test)]
-mod tests {
-  use super::*;
-
-  #[test]
-    fn test_to_str() {
-        assert_eq!(EnqueueImageGenType::UploadLoRA.to_str(), "upload_lora");
-        assert_eq!(EnqueueImageGenType::Checkpoint.to_str(), "upload_sd");
-        assert_eq!(EnqueueImageGenType::Inference.to_str(), "inference");
-    }
-
-    #[test]
-    fn test_from_str() {
-        assert_eq!(EnqueueImageGenType::from_str("upload_lora").unwrap(), EnqueueImageGenType::UploadLoRA);
-        assert_eq!(EnqueueImageGenType::from_str("upload_sd").unwrap(), EnqueueImageGenType::Checkpoint);
-        assert_eq!(EnqueueImageGenType::from_str("inference").unwrap(), EnqueueImageGenType::Inference);
-        assert!(EnqueueImageGenType::from_str("invalid").is_err());
-    }
-
-    #[test]
-    fn test_all_variants() {
-        let variants = EnqueueImageGenType::all_variants();
-        assert_eq!(variants.len(), 3);
-        assert!(variants.contains(&EnqueueImageGenType::UploadLoRA));
-        assert!(variants.contains(&EnqueueImageGenType::Checkpoint));
-        assert!(variants.contains(&EnqueueImageGenType::Inference));
-    }
-}
@@ -1,560 +0,0 @@
-#![forbid(unused_mut)]
-
-use std::fmt::Debug;
-use std::fmt::{Display, Formatter};
-use std::sync::Arc;
-
-use actix_web::error::ResponseError;
-use actix_web::http::StatusCode;
-use actix_web::web::Json;
-use actix_web::{web, HttpRequest, HttpResponse};
-use log::error;
-use log::warn;
-use serde::Deserialize;
-use serde::Serialize;
-use utoipa::ToSchema;
-use web::Data;
-
-use enums::by_table::generic_inference_jobs::inference_category::InferenceCategory;
-use enums::by_table::generic_inference_jobs::inference_job_type::InferenceJobType;
-use enums::by_table::generic_inference_jobs::inference_model_type::InferenceModelType;
-use http_server_common::request::get_request_header_optional::get_request_header_optional;
-use http_server_common::request::get_request_ip::get_request_ip;
-use mysql_queries::payloads::generic_inference_args::generic_inference_args::{
-  GenericInferenceArgs,
-  InferenceCategoryAbbreviated,
-  PolymorphicInferenceArgs,
-};
-use mysql_queries::payloads::generic_inference_args::inner_payloads::image_generation_payload::StableDiffusionArgs;
-use mysql_queries::queries::generic_inference::web::insert_generic_inference_job::{
-  insert_generic_inference_job,
-  InsertGenericInferenceArgs,
-};
-use mysql_queries::queries::idepotency_tokens::insert_idempotency_token::insert_idempotency_token;
-use tokens::tokens::generic_inference_jobs::InferenceJobToken;
-use tokens::tokens::media_files::MediaFileToken;
-use tokens::tokens::model_weights::ModelWeightToken;
-use tokens::tokens::users::UserToken;
-
-use crate::configs::plans::get_correct_plan_for_session::get_correct_plan_for_session;
-use crate::http_server::common_responses::common_web_error::CommonWebError;
-use crate::http_server::validations::validate_idempotency_token_format::validate_idempotency_token_format;
-use crate::http_server::web_utils::response_error_helpers::to_simple_json_error;
-use crate::state::server_state::ServerState;
-
-/// This is the number of images (batch size) to generate for each request.
-/// We should allow all users to have multiple images generated at once as this
-/// is what other providers do.
-const MINIMUM_IMAGE_COUNT : u32 = 4;
-
-/// The maximum number of images (batch size) to generate for each request.
-const MAXIMUM_IMAGE_COUNT : u32 = 8;
-
-/// Debug requests can get routed to special "debug-only" workers, which can
-/// be used to trial new code, run debugging, etc.
-const DEBUG_HEADER_NAME: &str = "enable-debug-mode";
-
-/// The routing tag header can send workloads to particular k8s hosts.
-/// This is useful for catching the live logs or intercepting the job.
-const ROUTING_TAG_HEADER_NAME: &str = "routing-tag";
-
-#[derive(Debug, Deserialize, Clone, Copy, Eq, PartialEq)]
-pub enum TypeOfInference {
-    #[serde(rename = "lora")]
-    Lora,
-    #[serde(rename = "model")]
-    Model,
-    #[serde(rename = "inference")]
-    Inference
-}
-impl Display for TypeOfInference {
-    fn fmt(&self, f: &mut Formatter) -> std::fmt::Result {
-        match self {
-            TypeOfInference::Lora => write!(f, "lora"),
-            TypeOfInference::Model => write!(f, "model"),
-            TypeOfInference::Inference => write!(f, "inference"),
-        }
-    }
-}
-
-pub fn is_valid_string(input: &str) -> bool {
-    let valid_strings = [
-        "DPM++ 2M Karras",
-        "DPM++ SDE Karras",
-        "DPM++ 2M SDE Exponential",
-        "DPM++ 2M SDE Karras",
-        "Euler a",
-        "Euler",
-        "LMS",
-        "Heun",
-        "DPM2",
-        "DPM2 a",
-        "DPM++ 2S a",
-        "DPM++ 2M",
-        "DPM++ SDE",
-        "DPM++ 2M SDE",
-        "DPM++ 2M SDE Heun",
-        "DPM++ 2M SDE Heun Karras",
-        "DPM++ 2M SDE Heun Exponential",
-        "DPM++ 3M SDE",
-        "DPM++ 3M SDE Karras",
-        "DPM++ 3M SDE Exponential",
-        "DPM fast",
-        "DPM adaptive",
-        "LMS Karras",
-        "DPM2 Karras",
-        "DPM2 a Karras",
-        "DPM++ 2S a Karras",
-    ];
-    valid_strings.contains(&input)
-}
-
-#[derive(Deserialize, Default, ToSchema)]
-pub struct EnqueueImageGenRequest {
-    pub uuid_idempotency_token: String,
-    pub maybe_image_source: Option<String>,
-    pub maybe_sd_model_token: Option<String>,
-    pub maybe_lora_model_token: Option<String>,
-    pub maybe_prompt: Option<String>,
-    pub maybe_n_prompt: Option<String>,
-    pub maybe_seed: Option<i64>,
-    pub maybe_width: Option<u32>,
-    pub maybe_height: Option<u32>,
-    pub maybe_sampler: Option<String>,
-    pub maybe_upload_path: Option<String>,
-    pub maybe_lora_upload_path: Option<String>,
-    pub maybe_cfg_scale: Option<u32>,
-    pub maybe_number_of_samples: Option<u32>,
-    pub maybe_batch_count: Option<u32>,
-    pub maybe_name: Option<String>,
-    pub maybe_description: Option<String>,
-    pub maybe_version: Option<u32>,
-
-    // Optional cover image on LoRA or SD upload
-    pub maybe_cover_image_media_file_token: Option<MediaFileToken>,
-}
-
-#[derive(Serialize, ToSchema)]
-pub struct EnqueueImageGenRequestSuccessResponse {
-    pub success: bool,
-    pub inference_job_token: InferenceJobToken,
-}
-// Implementation for enqueuing a TTS request
-// Reference enqueue_infer_tts_handler.rs for checks: rate limiting / user sessions
-// insert generic inference job.rs
-// Need to convert it to generic inference job.
-#[utoipa::path(
-    post,
-    path = "/inference/enqueue_image_gen/",
-    responses(
-        (
-            status = 200,
-            description = "Enqueue TTS generically",
-            body = EnqueueImageGenRequestSuccessResponse,
-        ),
-        (status = 400, description = "Bad input", body = CommonWebError),
-        (status = 401, description = "Not authorized", body = CommonWebError),
-        (status = 429, description = "Rate limited", body = CommonWebError),
-        (status = 500, description = "Server error", body = CommonWebError)
-    ),
-    params(("request" = EnqueueImageGenRequest, description = "Payload for TTS Request"))
-)]
-pub async fn enqueue_image_generation_request(
-    http_request: HttpRequest,
-    request: Json<EnqueueImageGenRequest>,
-    server_state: Data<Arc<ServerState>>
-) -> Result<HttpResponse, CommonWebError> {
-
-    let inference_mode = inference_mode_from_http_request(&http_request)
-        .ok_or(CommonWebError::BadInputWithSimpleMessage("Invalid request".to_string()))?;
-
-    validate_request(&request, inference_mode)?;
-
-    // TODO: Brandon need to figure out premium vs not premium
-
-    let mut maybe_user_token: Option<UserToken> = None;
-    let visbility = enums::common::visibility::Visibility::Public;
-
-    let mut mysql_connection = server_state.mysql_pool.acquire().await.map_err(|err| {
-        warn!("MySql pool error: {:?}", err);
-        CommonWebError::from_error(err)
-    })?;
-
-    // ==================== USER SESSION ==================== //
-
-    let maybe_user_session = server_state.session_checker
-        .maybe_get_user_session_extended_from_connection(&http_request, &mut mysql_connection).await
-        .map_err(|e| {
-            warn!("Session checker error: {:?}", e);
-            CommonWebError::from_error(e)
-        })?;
-    
-
-    if let Some(user_session) = maybe_user_session.as_ref() {
-        maybe_user_token = Some(UserToken::new_from_str(&user_session.user_token));
-    }
-
-    // ==================== PLANS ==================== //
-
-    // Plan should handle "first anonymous use" and "investor" cases.
-    let plan = get_correct_plan_for_session(
-      server_state.server_environment,
-      maybe_user_session.as_ref()
-    );
-
-    // Separate priority for animation.
-    let priority_level = plan.web_vc_base_priority_level();
-
-    // ==================== DEBUG MODE + ROUTING TAG ==================== //
-
-    let is_debug_request = get_request_header_optional(&http_request, DEBUG_HEADER_NAME).is_some();
-
-    let maybe_routing_tag = get_request_header_optional(&http_request, ROUTING_TAG_HEADER_NAME).map(
-        |routing_tag| routing_tag.trim().to_string()
-    );
-
-
-    // ==================== BANNED USERS ==================== //
-
-    if let Some(ref user) = maybe_user_session {
-        if user.role.is_banned {
-            return Err(CommonWebError::NotAuthorized);
-        }
-    }
-
-    // DETECT premium user and queue
-
-    // ==================== RATE LIMIT ==================== //
-
-    let rate_limiter = match maybe_user_session {
-        None => &server_state.redis_rate_limiters.logged_out,
-        Some(ref _user) => &server_state.redis_rate_limiters.logged_in,
-    };
-
-    if let Err(_err) = rate_limiter.rate_limit_request(&http_request).await {
-        return Err(CommonWebError::TooManyRequests);
-    }
-
-    // Get up IP address
-    let ip_address = get_request_ip(&http_request);
-
-    // Check the inference args to make sure everything is all there for upload loRA / model or standard inference
-
-    // ==================== HANDLE IDEMPOTENCY ==================== //
-
-    if let Err(reason) = validate_idempotency_token_format(&request.uuid_idempotency_token) {
-        return Err(CommonWebError::BadInputWithSimpleMessage(reason));
-    }
-
-    insert_idempotency_token(&request.uuid_idempotency_token, &mut *mysql_connection)
-        .await
-        .map_err(|err| {
-            error!("Error inserting idempotency token: {:?}", err);
-            CommonWebError::BadInputWithSimpleMessage("invalid idempotency token".to_string())
-        })?;
-
-    // ==================== INFERENCE ARGS ==================== //
-
-    let width = request.maybe_width.unwrap_or(512);
-    let height = request.maybe_height.unwrap_or(512);
-
-    let width = match width {
-        0..=512 => 512,
-        513..=768 => 768,
-        769..=1024 => 1024,
-        _ => 1024,
-    };
-
-    let height = match height {
-        0..=512 => 512,
-        513..=768 => 768,
-        769..=1024 => 1024,
-        _ => 1024,
-    };
-
-    let cfg_scale = match request.maybe_cfg_scale {
-        Some(val) => if val > 32 { 32 } else { val }
-        None => 7,
-    };
-
-    let number_of_samples = match request.maybe_number_of_samples {
-        Some(val) => if val > 128 { 128 } else { val }
-        None => 20,
-    };
-
-    let batch_count = match request.maybe_batch_count {
-        None => MINIMUM_IMAGE_COUNT, // NB: Default to "3" images for everyone
-        Some(0...MINIMUM_IMAGE_COUNT) => MINIMUM_IMAGE_COUNT,
-        Some(val) => if val > MAXIMUM_IMAGE_COUNT { MAXIMUM_IMAGE_COUNT } else { val }
-    };
-
-    let sampler = match request.maybe_sampler.clone() {
-        Some(val) => if is_valid_string(&val) { val.clone() } else { String::from("Euler a") }
-        None => String::from("Euler a"),
-    };
-
-    let sd_weight_token = ModelWeightToken(
-        request.maybe_sd_model_token.clone().unwrap_or_default()
-    );
-
-    let lora_token = ModelWeightToken(request.maybe_lora_model_token.clone().unwrap_or_default());
-
-    let n_prompt = request.maybe_n_prompt.clone().unwrap_or_default();
-
-    // we can only do 1 upload type at a time.
-    // if we are uploading a model.
-    let mut maybe_sd_upload_url = None;
-    let mut maybe_lora_upload_url = None;
-
-    let both_fields = (
-        request.maybe_upload_path.as_deref(),
-        request.maybe_lora_upload_path.as_deref()
-    );
-
-    match both_fields {
-        (Some(_), Some(_)) => {
-            return Err(CommonWebError::BadInputWithSimpleMessage("Can't upload both lora and model".to_string()));
-        }
-        (Some(sd_url), None) => {
-            maybe_sd_upload_url = Some(sd_url.to_string());
-        }
-        (None, Some(lora_url)) => {
-            maybe_lora_upload_url = Some(lora_url.to_string());
-        }
-        _ => {}, // No-op for inference
-    }
-
-    // NB: This is done to populate the new top-level field in the jobs table.
-    // We won't read this yet, but in the meantime it can serve as analytics, and in the future
-    // we can switch to it.
-    let maybe_either_download_url = maybe_sd_upload_url.as_deref()
-        .or(maybe_lora_upload_url.as_deref())
-        .map(|s| s.to_string());
-
-    let seed = request.maybe_seed.unwrap_or(-1);
-
-    let mut version : u32 = 0;
-
-    let type_of_inference = match inference_mode {
-        TypeOfInference::Lora => "lora",
-        TypeOfInference::Model => "model",
-        TypeOfInference::Inference => "inference",
-    };
-
-    if let Some(s) = request.maybe_version {
-        version = s;
-    }
-
-    let inference_args = StableDiffusionArgs {
-        maybe_sd_model_token: Some(sd_weight_token),
-        maybe_lora_model_token: Some(lora_token),
-        maybe_prompt: request.maybe_prompt.clone(),
-        maybe_n_prompt: request.maybe_n_prompt.clone(),
-        maybe_seed: Some(seed),
-        maybe_upload_path: maybe_sd_upload_url,
-        maybe_lora_upload_path: maybe_lora_upload_url,
-        type_of_inference: type_of_inference.to_string(),
-        maybe_cfg_scale: Some(cfg_scale),
-        maybe_number_of_samples: Some(number_of_samples),
-        maybe_batch_count: Some(batch_count),
-        maybe_width: Some(width),
-        maybe_height: Some(height),
-        maybe_sampler: Some(sampler),
-        maybe_description: request.maybe_description.clone(),
-        maybe_name: request.maybe_name.clone(),
-        maybe_version: Some(version),
-    };
-
-    // create the inference args here
-    let maybe_avt_token = server_state.avt_cookie_manager.get_avt_token_from_request(&http_request);
-
-    // create the job record here!
-    let query_result = insert_generic_inference_job(InsertGenericInferenceArgs {
-        uuid_idempotency_token: &request.uuid_idempotency_token,
-        job_type: InferenceJobType::StableDiffusion,
-        maybe_product_category: None, // This is not a product anymore
-        inference_category: InferenceCategory::ImageGeneration,
-        maybe_model_type: Some(InferenceModelType::StableDiffusion), // NB: Model is static during inference
-        maybe_model_token: None, // NB: Model is static during inference
-        maybe_input_source_token: None,
-        maybe_input_source_token_type: None,
-        maybe_download_url: maybe_either_download_url.as_deref(),
-        maybe_cover_image_media_file_token: request.maybe_cover_image_media_file_token.as_ref(),
-        maybe_raw_inference_text: None,
-        maybe_max_duration_seconds: None,
-        maybe_inference_args: Some(GenericInferenceArgs {
-            inference_category: Some(InferenceCategoryAbbreviated::ImageGeneration),
-            args: Some(PolymorphicInferenceArgs::Ig(inference_args)),
-        }),
-        maybe_creator_user_token: maybe_user_token.as_ref(),
-        maybe_avt_token: maybe_avt_token.as_ref(),
-        creator_ip_address: &ip_address,
-        creator_set_visibility: visbility,
-        priority_level,
-        requires_keepalive: false, //reverse ...  TODO fix this. we set it base on account is premium or not ... 
-        is_debug_request,
-        maybe_routing_tag: maybe_routing_tag.as_deref(),
-        mysql_pool: &server_state.mysql_pool,
-    }).await;
-
-    let job_token = match query_result {
-        Ok((job_token, _id)) => job_token,
-        Err(err) => {
-            warn!("New generic inference job creation DB error: {:?}", err);
-            if err.had_duplicate_idempotency_token() {
-                return Err(CommonWebError::BadInputWithSimpleMessage("Duplicate idempotency token".to_string()));
-            }
-            return Err(CommonWebError::from_error(err));
-        }
-    };
-
-    let response: EnqueueImageGenRequestSuccessResponse = EnqueueImageGenRequestSuccessResponse {
-        success: true,
-        inference_job_token: job_token,
-    };
-
-    let body = serde_json
-        ::to_string(&response)
-        ?;
-
-    // Error handling 101 rust result type returned like so.
-    Ok(HttpResponse::Ok().content_type("application/json").body(body))
-}
-
-fn validate_request(
-    request: &Json<EnqueueImageGenRequest>,
-    inference_mode: TypeOfInference
-) -> Result<(), CommonWebError> {
-
-    let mut requires_name = false;
-    let mut requires_description = false;
-    let mut requires_sd_model_token = false;
-    let mut requires_lora_upload_path = false;
-    let mut requires_upload_path = false;
-
-    match inference_mode {
-        TypeOfInference::Lora => {
-            requires_name = true;
-            requires_description = true;
-            requires_lora_upload_path = true;
-        }
-        TypeOfInference::Model => {
-            requires_name = true;
-            requires_description = true;
-            requires_upload_path = true;
-        }
-        TypeOfInference::Inference => {
-            requires_sd_model_token = true;
-        }
-    }
-
-    if requires_name && request.maybe_name.is_none() {
-        return Err(CommonWebError::BadInputWithSimpleMessage("Missing Model / Lora Name".to_string()));
-    }
-    if requires_description && request.maybe_description.is_none() {
-        return Err(CommonWebError::BadInputWithSimpleMessage("Missing Model / Lora Description".to_string()));
-    }
-    if requires_sd_model_token && request.maybe_sd_model_token.is_none() {
-        return Err(CommonWebError::BadInputWithSimpleMessage("Missing Model Token".to_string()));
-    }
-    if requires_lora_upload_path && request.maybe_lora_upload_path.is_none() {
-        return Err(CommonWebError::BadInputWithSimpleMessage("Missing Lora Upload Path".to_string()));
-    }
-    if requires_upload_path && request.maybe_upload_path.is_none() {
-        return Err(CommonWebError::BadInputWithSimpleMessage("Missing Model Upload Path".to_string()));
-    }
-
-    Ok(())
-}
-
-
-
-
-fn inference_mode_from_http_request(http_request: &HttpRequest) -> Option<TypeOfInference> {
-    inference_mode_from_url_path(http_request.path())
-}
-
-fn inference_mode_from_url_path(url_path: &str) -> Option<TypeOfInference> {
-    let last_segment = url_path.split("/").last();
-    match last_segment {
-        Some("lora") => Some(TypeOfInference::Lora),
-        Some("model") => Some(TypeOfInference::Model),
-        Some("inference") => Some(TypeOfInference::Inference),
-        _ => None
-    }
-}
-
-#[cfg(test)]
-mod tests {
-  use crate::http_server::deprecated_endpoints::image_gen::enqueue_image_generation::{inference_mode_from_url_path, TypeOfInference};
-
-  #[test]
-    fn test_url_paths() {
-        // Valid routes
-        assert_eq!(inference_mode_from_url_path("/v1/image_gen/enqueue/inference"), Some(TypeOfInference::Inference));
-        assert_eq!(inference_mode_from_url_path("/v1/image_gen/upload/model"), Some(TypeOfInference::Model));
-        assert_eq!(inference_mode_from_url_path("/v1/image_gen/upload/lora"), Some(TypeOfInference::Lora));
-
-        // Non-routes
-        assert_eq!(inference_mode_from_url_path(""), None);
-        assert_eq!(inference_mode_from_url_path("/v1/image_gen/enqueue/foo"), None);
-        assert_eq!(inference_mode_from_url_path("/v1/image_gen/upload/foo"), None);
-    }
-}
-
-// with LoRA
-// http://127.0.0.1:12345/v1/image_gen/inference/enqueue_image_gen
-// {
-//     "uuid_idempotency_token": "12",
-//     "maybe_sd_model_token": "weight_dmmthavhawqc2hj7yqyemcbf8",
-//     "maybe_lora_model_token": "weight_t7gz78fjg27m0wtw6r33gafxs",
-//     "maybe_prompt": "raiden mei a very well drawn, anime girl, with pink and purple hair sitting down on a chair relaxed, highest quality, semi nude, masterpiece, painted",
-//     "maybe_a_prompt": "a anime girl, with pink and purple hair sitting down on a chair relaxed.",
-//     "maybe_n_prompt": "nsfw, black and white, low quality, pixelated",
-//     "maybe_seed": -1,
-//     "maybe_width": 1024,
-//     "maybe_height": 1024,
-//     "maybe_sampler": "DPM++ 2M SDE Heun",
-//     "maybe_cfg_scale": 7,
-//     "maybe_number_of_samples": 64,
-//     "maybe_batch_count": 4,
-//   }
-
-// without LoRA
-// {
-//     "uuid_idempotency_token": "132141",
-//     "maybe_sd_model_token": "weight_dmmthavhawqc2hj7yqyemcbf8",
-//     "maybe_prompt": "raiden mei a very well drawn, anime girl, with pink and purple hair sitting down on a chair relaxed, highest quality, semi nude, masterpiece, painted",
-//     "maybe_a_prompt": "a anime girl, with pink and purple hair sitting down on a chair relaxed.",
-//     "maybe_n_prompt": "nsfw, black and white, low quality, pixelated",
-//     "maybe_seed": -1,
-//     "maybe_width": 512,
-//     "maybe_height": 512,
-//     "maybe_sampler": "DPM++ 2M SDE Heun",
-//     "maybe_cfg_scale": 8,
-//     "maybe_number_of_samples": 64,
-//     "maybe_batch_count": 4
-// }
-
-// http://127.0.0.1:12345/v1/image_gen/upload/lora
-// {
-//     "uuid_idempotency_token": "12",
-//     "maybe_lora_upload_path": "https://drive.google.com/file/d/1WRgR2pn0Ky8ls5_9Zq6tQlHTBvyWeach/view?usp=sharing",
-//     "maybe_name":"some_name",
-//     "maybe_description":"some_description"
-// }
-
-// http://127.0.0.1:12345/v1/image_gen/upload/model
-// {
-//     "uuid_idempotency_token": "13",
-//     "maybe_upload_path": "https://drive.google.com/file/d/1WRgR2pn0Ky8ls5_9Zq6tQlHTBvyWeach/view?usp=sharing",
-//     "maybe_name":"some_name",
-//     "maybe_description":"some_description"
-// }
-
-// {
-//     "uuid_idempotency_token": "123",
-//     "maybe_lora_upload_path": "https://drive.google.com/file/d/1WRgR2pn0Ky8ls5_9Zq6tQlHTBvyWeach/view?usp=sharing",
-//     "maybe_name":"some_name",
-//     "maybe_description":"some_description"
-// }
@@ -1,18 +0,0 @@
-{
-  "uuid_idempotency_token": "123",
-  "type_of_inference": "checkpoint",
-  "maybe_sd_model_token": "weight_dmmthavhawqc2hj7yqyemcbf8",
-  "maybe_lora_model_token": "weight_t7gz78fjg27m0wtw6r33gafxs",
-  "maybe_prompt": "a very well drawn, anime girl, with pink and purple hair sitting down on a chair relaxed.",
-  "maybe_a_prompt": "a anime girl, with pink and purple hair sitting down on a chair relaxed.",
-  "maybe_n_prompt": "nsfw, black and white, low quality, pixelated",
-  "maybe_seed": "-1",
-  "maybe_width": "512",
-  "maybe_height": "512",
-  "maybe_sampler": "DPM++ 2M SDE Heun",
-  "maybe_upload_path": "https://drive.google.com/file/d/1WRgR2pn0Ky8ls5_9Zq6tQlHTBvyWeach/view?usp=sharing",
-  "maybe_lora_upload_path": "https://drive.google.com/file/d/1WRgR2pn0Ky8ls5_9Zq6tQlHTBvyWeach/view?usp=sharing",
-  "maybe_cfg_scale": "7",
-  "maybe_number_of_samples": "32",
-  "maybe_batch_count": "4"
-}
@@ -1,2 +0,0 @@
-pub mod enqueue_image_generation;
-pub mod enqueue_generation_type;
@@ -1,18 +0,0 @@
-
-pub const DEFAULT_INVESTOR_REDIRECT : &str = "https://fakeyou.com";
-
-pub fn redirect_is_allowed(redirect_url: &str) -> bool {
-  match redirect_url {
-    "http://jungle.horse" => true,
-    "http://jungle.horse/" => true,
-    "https://create.storyteller.io" => true,
-    "https://create.storyteller.io/" => true,
-    "https://fakeyou.com" => true,
-    "https://fakeyou.com/clone" => true,
-    "https://jungle.horse" => true,
-    "https://jungle.horse/" => true,
-    "https://storyteller.io" => true,
-    "https://storyteller.io/" => true,
-    _ => false,
-  }
-}
@@ -1,10 +0,0 @@
-//! A temporary cookie for investor demo
-
-use actix_web::HttpRequest;
-
-pub const STORYTELLER_DEMO_COOKIE_NAME : &str = "storyteller_demo";
-
-pub fn request_has_demo_cookie(http_request: &HttpRequest) -> bool {
-  // NB: Payload of the cookie does not matter.
-  http_request.cookie(STORYTELLER_DEMO_COOKIE_NAME).is_some()
-}
@@ -1,70 +0,0 @@
-use std::sync::Arc;
-
-use actix_http::header;
-use actix_web::cookie::time::OffsetDateTime;
-use actix_web::cookie::Cookie;
-use actix_web::http::StatusCode;
-use actix_web::web::Query;
-use actix_web::{web, HttpRequest, HttpResponse, Responder};
-
-use actix_helpers::extractors::get_request_host::get_request_host;
-
-use crate::http_server::deprecated_endpoints::investor_demo::default_redirect::{redirect_is_allowed, DEFAULT_INVESTOR_REDIRECT};
-use crate::http_server::deprecated_endpoints::investor_demo::demo_cookie::STORYTELLER_DEMO_COOKIE_NAME;
-use crate::state::server_state::ServerState;
-
-#[derive(Deserialize)]
-pub struct QueryFields {
-  redirect_to: Option<String>,
-}
-
-pub async fn disable_demo_mode_handler(
-  http_request: HttpRequest,
-  query: Query<QueryFields>,
-  server_state: web::Data<Arc<ServerState>>
-) -> impl Responder
-{
-  let unsafe_redirect = query.redirect_to
-      .as_deref()
-      .map(|r| r.to_string())
-      .unwrap_or(DEFAULT_INVESTOR_REDIRECT.to_string());
-
-  let redirect_allowed = redirect_is_allowed(&unsafe_redirect);
-
-  let safe_redirect_url = if redirect_allowed {
-    unsafe_redirect
-  } else {
-    DEFAULT_INVESTOR_REDIRECT.to_string()
-  };
-
-  let maybe_host = get_request_host(&http_request);
-  let maybe_cookie_domain = match maybe_host {
-    Some("jungle.horse") | Some("api.jungle.horse") => Some(".jungle.horse"),
-    Some("fakeyou.com") | Some("api.fakeyou.com") => Some(".fakeyou.com"),
-    Some("storyteller.io") | Some("api.storyteller.io") => Some(".storyteller.io"),
-    _ => None,
-  };
-
-  // Kill the cookie
-  let mut cookie_builder = Cookie::build(STORYTELLER_DEMO_COOKIE_NAME, "")
-      .secure(server_state.env_config.cookie_secure) // HTTPS-only
-      .expires(OffsetDateTime::UNIX_EPOCH)
-      .http_only(false) // This is meant to be exposed to Javascript!
-      // NB: Since we're setting this from direct HTTP access rather than XHR, the browser
-      // implicitly sets the path used to access the cookie, ie. '/demo_mode', which is not what
-      // we want!
-      .path("/")
-      .permanent();
-
-  if let Some(cookie_domain) = maybe_cookie_domain {
-    cookie_builder = cookie_builder.domain(cookie_domain);
-  }
-
-  let mut cookie = cookie_builder.finish();
-  cookie.make_removal(); // Remove the cookie
-
-  HttpResponse::build(StatusCode::FOUND)
-      .append_header((header::LOCATION, safe_redirect_url.to_string()))
-      .cookie(cookie)
-      .finish()
-}
@@ -1,67 +0,0 @@
-use std::sync::Arc;
-
-use actix_http::header;
-use actix_web::cookie::Cookie;
-use actix_web::http::StatusCode;
-use actix_web::web::Query;
-use actix_web::{web, HttpRequest, HttpResponse, Responder};
-
-use actix_helpers::extractors::get_request_host::get_request_host;
-
-use crate::http_server::deprecated_endpoints::investor_demo::default_redirect::{redirect_is_allowed, DEFAULT_INVESTOR_REDIRECT};
-use crate::http_server::deprecated_endpoints::investor_demo::demo_cookie::STORYTELLER_DEMO_COOKIE_NAME;
-use crate::state::server_state::ServerState;
-
-#[derive(Deserialize)]
-pub struct QueryFields {
-  redirect_to: Option<String>,
-}
-
-pub async fn enable_demo_mode_handler(
-  http_request: HttpRequest,
-  query: Query<QueryFields>,
-  server_state: web::Data<Arc<ServerState>>
-) -> impl Responder
-{
-  let unsafe_redirect = query.redirect_to
-      .as_deref()
-      .map(|r| r.to_string())
-      .unwrap_or(DEFAULT_INVESTOR_REDIRECT.to_string());
-
-  let redirect_allowed = redirect_is_allowed(&unsafe_redirect);
-
-  let safe_redirect_url = if redirect_allowed {
-    unsafe_redirect
-  } else {
-    DEFAULT_INVESTOR_REDIRECT.to_string()
-  };
-
-  let maybe_host = get_request_host(&http_request);
-  let maybe_cookie_domain = match maybe_host {
-    Some("jungle.horse") | Some("api.jungle.horse") => Some(".jungle.horse"),
-    Some("fakeyou.com") | Some("api.fakeyou.com") => Some(".fakeyou.com"),
-    Some("storyteller.io") | Some("api.storyteller.io") => Some(".storyteller.io"),
-    _ => None,
-  };
-
-  // Add the cookie.
-  let mut cookie_builder = Cookie::build(STORYTELLER_DEMO_COOKIE_NAME, "true")
-      .secure(server_state.env_config.cookie_secure) // HTTPS-only
-      .http_only(false) // This is meant to be exposed to Javascript!
-      // NB: Since we're setting this from direct HTTP access rather than XHR, the browser
-      // implicitly sets the path used to access the cookie, ie. '/demo_mode', which is not what
-      // we want!
-      .path("/")
-      .permanent();
-
-  if let Some(cookie_domain) = maybe_cookie_domain {
-    cookie_builder = cookie_builder.domain(cookie_domain);
-  }
-
-  let cookie = cookie_builder.finish();
-
-  HttpResponse::build(StatusCode::FOUND)
-      .append_header((header::LOCATION, safe_redirect_url.to_string()))
-      .cookie(cookie)
-      .finish()
-}
@@ -1,4 +0,0 @@
-pub mod demo_cookie;
-pub mod disable_demo_mode_handler;
-pub mod enable_demo_mode_handler;
-pub mod default_redirect;
@@ -1,199 +0,0 @@
-// NB: Incrementally getting rid of build warnings...
-#![forbid(unused_imports)]
-#![forbid(unused_mut)]
-#![forbid(unused_variables)]
-
-use std::fmt;
-use std::sync::Arc;
-
-use actix_web::error::ResponseError;
-use actix_web::http::StatusCode;
-use actix_web::{web, HttpRequest, HttpResponse};
-use log::{debug, error, warn};
-use sqlx::MySqlPool;
-
-use crate::http_server::common_responses::user_avatars::default_avatar_color_from_username::default_avatar_color_from_username;
-use crate::http_server::common_responses::user_avatars::default_avatar_from_username::default_avatar_from_username;
-use crate::http_server::common_responses::user_details_lite::{UserDefaultAvatarInfo, UserDetailsLight};
-use errors::AnyhowResult;
-use mysql_queries::queries::tts::stats::calculate_tts_model_leaderboard::calculate_tts_model_leaderboard;
-use tokens::tokens::users::UserToken;
-
-use crate::http_server::web_utils::serialize_as_json_error::serialize_as_json_error;
-use crate::state::server_state::ServerState;
-
-#[derive(Serialize)]
-pub struct LeaderboardResponse {
-  success: bool,
-  tts_leaderboard: Vec<LeaderboardRow>,
-  w2l_leaderboard: Vec<LeaderboardRow>,
-}
-
-#[derive(Clone, Serialize)]
-pub struct LeaderboardRow {
-  pub user: UserDetailsLight,
-
-  pub uploaded_count: i64,
-
-  #[deprecated(note="switch to the user field (type UserDetailsLight)")]
-  pub creator_user_token: String,
-
-  #[deprecated(note="switch to the user field (type UserDetailsLight)")]
-  pub username: String,
-
-  #[deprecated(note="switch to the user field (type UserDetailsLight)")]
-  pub display_name: String,
-
-  #[deprecated(note="switch to the user field (type UserDetailsLight)")]
-  pub gravatar_hash: String,
-
-  #[deprecated(note="switch to the user field (type UserDetailsLight)")]
-  pub default_avatar_index: u8,
-
-  #[deprecated(note="switch to the user field (type UserDetailsLight)")]
-  pub default_avatar_color_index: u8,
-}
-
-#[derive(Serialize, Debug)]
-pub struct LeaderboardErrorResponse {
-  pub success: bool,
-  pub error_type: LeaderboardErrorType,
-  pub error_message: String,
-}
-
-#[derive(Copy, Clone, Debug, Serialize)]
-pub enum LeaderboardErrorType {
-  ServerError,
-}
-
-impl LeaderboardErrorResponse {
-  fn server_error() -> Self {
-    Self {
-      success: false,
-      error_type: LeaderboardErrorType::ServerError,
-      error_message: "server error".to_string()
-    }
-  }
-}
-
-impl ResponseError for LeaderboardErrorResponse {
-  fn status_code(&self) -> StatusCode {
-    match self.error_type {
-      LeaderboardErrorType::ServerError => StatusCode::INTERNAL_SERVER_ERROR,
-    }
-  }
-
-  fn error_response(&self) -> HttpResponse {
-    serialize_as_json_error(self)
-  }
-}
-
-// NB: Not using derive_more::Display since Clion doesn't understand it.
-impl fmt::Display for LeaderboardErrorResponse {
-  fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
-    write!(f, "{:?}", self.error_type)
-  }
-}
-
-pub async fn leaderboard_handler(
-  _http_request: HttpRequest,
-  server_state: web::Data<Arc<ServerState>>
-) -> Result<HttpResponse, LeaderboardErrorResponse> {
-
-  let maybe_cached = server_state.caches.ephemeral.leaderboard.grab_copy_without_bump_if_unexpired()
-      .map_err(|e| {
-        error!("error consulting cache: {:?}", e);
-        LeaderboardErrorResponse::server_error()
-      })?;
-
-
-  let leaderboard_info = match maybe_cached {
-    Some(leaderboard) => {
-      leaderboard
-    }
-    None => {
-      debug!("populating leaderboard from database");
-
-      let leaderboard_query_result = query_leaderboard(
-        &server_state.mysql_pool
-      ).await;
-
-      match leaderboard_query_result {
-        // If the database misbehaves (eg. DDoS), let's stop spamming it.
-        // We'll attempt to read the old value from the cache and keep going.
-        Err(err) => {
-          warn!("error querying database / inserting into cache: {:?}", err);
-
-          let maybe_cached = server_state.caches.ephemeral.leaderboard.grab_even_expired_and_bump()
-              .map_err(|err| {
-                error!("error consulting cache (even expired): {:?}", err);
-                LeaderboardErrorResponse::server_error()
-              })?;
-
-          maybe_cached.ok_or_else(|| {
-            error!("error querying database and subsequently reading cache: {:?}", err);
-            LeaderboardErrorResponse::server_error()
-          })?
-        }
-
-        // Happy path...
-        Ok(leaderboard_info) => {
-          server_state.caches.ephemeral.leaderboard.store_copy(&leaderboard_info)
-              .map_err(|e| {
-                error!("error storing cache: {:?}", e);
-                LeaderboardErrorResponse::server_error()
-              })?;
-
-          leaderboard_info
-        }
-      }
-    }
-  };
-
-  let response = LeaderboardResponse {
-    success: true,
-    tts_leaderboard: leaderboard_info.tts_leaderboard,
-    w2l_leaderboard: vec![],
-  };
-
-  let body = serde_json::to_string(&response)
-      .map_err(|_e| LeaderboardErrorResponse::server_error())?;
-
-  Ok(HttpResponse::Ok()
-      .content_type("application/json")
-      .body(body))
-}
-
-#[derive(Clone)]
-pub struct LeaderboardInfo {
-  tts_leaderboard: Vec<LeaderboardRow>,
-}
-
-async fn query_leaderboard(mysql_pool: &MySqlPool) -> AnyhowResult<LeaderboardInfo> {
-  let mut mysql_connection = mysql_pool.acquire().await?;
-
-  let tts_results = calculate_tts_model_leaderboard(&mut mysql_connection)
-      .await?
-      .into_iter()
-      .map(|record| LeaderboardRow {
-        creator_user_token: record.creator_user_token.clone(),
-        username: record.username.to_string(),
-        display_name: record.display_name.to_string(),
-        gravatar_hash: record.gravatar_hash.to_string(),
-        default_avatar_index: default_avatar_from_username(&record.username),
-        default_avatar_color_index: default_avatar_color_from_username(&record.username),
-        user: UserDetailsLight {
-          user_token: UserToken::new_from_str(&record.creator_user_token),
-          username: record.username.to_string(),
-          display_name: record.display_name,
-          gravatar_hash: record.gravatar_hash,
-          default_avatar: UserDefaultAvatarInfo::from_username(&record.username),
-        },
-        uploaded_count: record.uploaded_count,
-      })
-      .collect();
-
-  Ok(LeaderboardInfo {
-    tts_leaderboard: tts_results,
-  })
-}
@@ -1 +0,0 @@
-pub mod get_leaderboard;
@@ -1,255 +0,0 @@
-// NB: Incrementally getting rid of build warnings...
-#![forbid(unused_imports)]
-#![forbid(unused_mut)]
-#![forbid(unused_variables)]
-
-use std::sync::Arc;
-
-use actix_web::error::ResponseError;
-use actix_web::http::StatusCode;
-use actix_web::{web, HttpRequest, HttpResponse};
-use log::{error, info, warn};
-
-use crate::http_server::user_lookup::user_session::session_utils::lookup::user_session_extended::UserSessionExtended;
-use enums::by_table::generic_inference_jobs::inference_category::InferenceCategory;
-use enums::by_table::generic_inference_jobs::inference_job_type::InferenceJobType;
-use enums::by_table::generic_inference_jobs::inference_model_type::InferenceModelType;
-use enums::common::visibility::Visibility;
-use http_server_common::request::get_request_header_optional::get_request_header_optional;
-use http_server_common::request::get_request_ip::get_request_ip;
-use mysql_queries::payloads::generic_inference_args::generic_inference_args::{GenericInferenceArgs, InferenceCategoryAbbreviated, PolymorphicInferenceArgs};
-use mysql_queries::payloads::generic_inference_args::inner_payloads::mocap_payload::{MocapArgs, MocapVideoSource};
-use mysql_queries::queries::generic_inference::web::insert_generic_inference_job::{insert_generic_inference_job, InsertGenericInferenceArgs};
-use mysql_queries::queries::idepotency_tokens::insert_idempotency_token::insert_idempotency_token;
-use tokens::tokens::generic_inference_jobs::InferenceJobToken;
-use tokens::tokens::media_files::MediaFileToken;
-use tokens::tokens::users::UserToken;
-
-use crate::configs::plans::get_correct_plan_for_session::get_correct_plan_for_session;
-use crate::http_server::validations::validate_idempotency_token_format::validate_idempotency_token_format;
-use crate::http_server::web_utils::response_error_helpers::to_simple_json_error;
-use crate::state::server_state::ServerState;
-
-/// Debug requests can get routed to special "debug-only" workers, which can
-/// be used to trial new code, run debugging, etc.
-const DEBUG_HEADER_NAME : &str = "enable-debug-mode";
-
-/// The routing tag header can send workloads to particular k8s hosts.
-/// This is useful for catching the live logs or intercepting the job.
-const ROUTING_TAG_HEADER_NAME : &str = "routing-tag";
-
-#[derive(Deserialize)]
-pub struct EnqueueMocapnetRequest {
-    uuid_idempotency_token: String,
-
-    video_source: Option<MediaFileToken>,
-    creator_set_visibility: Option<Visibility>,
-}
-
-/// Treated as an enum. Only one of these may be set.
-
-#[derive(Serialize)]
-pub struct EnqueueMocapnetSuccessResponse {
-    pub success: bool,
-    pub inference_job_token: InferenceJobToken,
-}
-
-#[derive(Debug)]
-pub enum EnqueueMocapnetError {
-    BadInput(String),
-    NotAuthorized,
-    ServerError,
-    RateLimited,
-}
-
-impl ResponseError for EnqueueMocapnetError {
-    fn status_code(&self) -> StatusCode {
-        match *self {
-            EnqueueMocapnetError::BadInput(_) => StatusCode::BAD_REQUEST,
-            EnqueueMocapnetError::NotAuthorized => StatusCode::UNAUTHORIZED,
-            EnqueueMocapnetError::ServerError => StatusCode::INTERNAL_SERVER_ERROR,
-            EnqueueMocapnetError::RateLimited => StatusCode::TOO_MANY_REQUESTS,
-        }
-    }
-
-    fn error_response(&self) -> HttpResponse {
-        let error_reason = match self {
-            EnqueueMocapnetError::BadInput(reason) => reason.to_string(),
-            EnqueueMocapnetError::NotAuthorized => "unauthorized".to_string(),
-            EnqueueMocapnetError::ServerError => "server error".to_string(),
-            EnqueueMocapnetError::RateLimited => "rate limited".to_string(),
-        };
-
-        to_simple_json_error(&error_reason, self.status_code())
-    }
-}
-
-// NB: Not using derive_more::Display since Clion doesn't understand it.
-impl std::fmt::Display for EnqueueMocapnetError {
-    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
-        write!(f, "{:?}", self)
-    }
-}
-
-pub async fn enqueue_mocapnet_handler(
-    http_request: HttpRequest,
-    request: web::Json<EnqueueMocapnetRequest>,
-    server_state: web::Data<Arc<ServerState>>) -> Result<HttpResponse, EnqueueMocapnetError>
-{
-    let mut maybe_user_token : Option<UserToken> = None;
-
-    let mut mysql_connection = server_state.mysql_pool
-        .acquire()
-        .await
-        .map_err(|err| {
-            warn!("MySql pool error: {:?}", err);
-            EnqueueMocapnetError::ServerError
-        })?;
-
-    let maybe_avt_token = server_state.avt_cookie_manager.get_avt_token_from_request(&http_request);
-
-    // ==================== USER SESSION ==================== //
-
-    let maybe_user_session = server_state
-        .session_checker
-        .maybe_get_user_session_extended_from_connection(&http_request, &mut mysql_connection)
-        .await
-        .map_err(|e| {
-            warn!("Session checker error: {:?}", e);
-            EnqueueMocapnetError::ServerError
-        })?;
-
-    if let Some(user_session) = maybe_user_session.as_ref() {
-        maybe_user_token = Some(UserToken::new_from_str(&user_session.user_token));
-    }
-
-    // TODO: Plan should handle "first anonymous use" and "investor" cases.
-    let plan = get_correct_plan_for_session(
-      server_state.server_environment,
-      maybe_user_session.as_ref());
-
-    // TODO: Separate priority for animation.
-    let priority_level = plan.web_vc_base_priority_level();
-
-    // ==================== DEBUG MODE + ROUTING TAG ==================== //
-
-    let is_debug_request =
-        get_request_header_optional(&http_request, DEBUG_HEADER_NAME)
-            .is_some();
-
-    let maybe_routing_tag=
-        get_request_header_optional(&http_request, ROUTING_TAG_HEADER_NAME)
-            .map(|routing_tag| routing_tag.trim().to_string());
-
-    // ==================== RATE LIMIT ==================== //
-
-    let rate_limiter = match maybe_user_session {
-        None => &server_state.redis_rate_limiters.logged_out,
-        Some(ref user) => {
-            if user.role.is_banned {
-                return Err(EnqueueMocapnetError::NotAuthorized);
-            }
-            &server_state.redis_rate_limiters.logged_in
-        },
-    };
-
-    if let Err(_err) = rate_limiter.rate_limit_request(&http_request).await {
-        return Err(EnqueueMocapnetError::RateLimited);
-    }
-
-    // ==================== HANDLE IDEMPOTENCY ==================== //
-
-    if let Err(reason) = validate_idempotency_token_format(&request.uuid_idempotency_token) {
-        return Err(EnqueueMocapnetError::BadInput(reason));
-    }
-
-    insert_idempotency_token(&request.uuid_idempotency_token, &mut *mysql_connection)
-        .await
-        .map_err(|err| {
-            error!("Error inserting idempotency token: {:?}", err);
-            EnqueueMocapnetError::BadInput("invalid idempotency token".to_string())
-        })?;
-
-    // ==================== LOOK UP MODEL INFO ==================== //
-
-    // TODO(bt): CHECK DATABASE FOR TOKENS!
-
-    let video_source: MocapVideoSource = request.video_source
-        .as_ref()
-        .map(|token| MocapVideoSource::media_file_token(token.as_str()))
-        .ok_or_else(|| EnqueueMocapnetError::BadInput("video source not fully specified".to_string()))?;
-
-    let ip_address = get_request_ip(&http_request);
-
-    let maybe_user_preferred_visibility : Option<Visibility> = maybe_user_session
-        .as_ref()
-        .map(|user_session: &UserSessionExtended| user_session.preferences.preferred_tts_result_visibility); // TODO: New setting for web-vc
-
-    let set_visibility = request.creator_set_visibility
-        .or(maybe_user_preferred_visibility)
-        .unwrap_or(Visibility::Public);
-
-    let inference_args = MocapArgs {
-        maybe_video_source: Some(video_source),
-        maybe_ik1: Some(0.001f32),
-        maybe_ik2: Some(99i32),
-        maybe_ik3: Some(99i32),
-        maybe_smoothing1: Some(60f32),
-        maybe_smoothing2: Some(10f32),
-        maybe_size1: Some(1920i32),
-        maybe_size2: Some(1080i32),
-    };
-
-    info!("Creating mocapnet job record...");
-
-    let query_result = insert_generic_inference_job(InsertGenericInferenceArgs {
-        uuid_idempotency_token: &request.uuid_idempotency_token,
-        job_type: InferenceJobType::MocapNet,
-        maybe_product_category: None, // This is not a product anymore
-        inference_category: InferenceCategory::Mocap,
-        maybe_model_type: Some(InferenceModelType::MocapNet), // NB: Model is static during inference
-        maybe_model_token: None, // NB: Model is static during inference
-        maybe_input_source_token: None, // TODO: Introduce a second foreign key ?
-        maybe_input_source_token_type: None, // TODO: Introduce a second foreign key ?
-        maybe_download_url: None,
-        maybe_cover_image_media_file_token: None,
-        maybe_raw_inference_text: None, // No text
-        maybe_max_duration_seconds: None,
-        maybe_inference_args: Some(GenericInferenceArgs {
-            inference_category: Some(InferenceCategoryAbbreviated::Mocap),
-            args: Some(PolymorphicInferenceArgs::Mc(inference_args)),
-        }),
-        maybe_creator_user_token: maybe_user_token.as_ref(),
-        maybe_avt_token: maybe_avt_token.as_ref(),
-        creator_ip_address: &ip_address,
-        creator_set_visibility: set_visibility,
-        priority_level,
-        requires_keepalive: plan.mocapnet_requires_frontend_keepalive(),
-        is_debug_request,
-        maybe_routing_tag: maybe_routing_tag.as_deref(),
-        mysql_pool: &server_state.mysql_pool, // TODO(bt,2024-02-04): Reuse connection
-    }).await;
-
-    let job_token = match query_result {
-        Ok((job_token, _id)) => job_token,
-        Err(err) => {
-            warn!("New generic inference job creation DB error: {:?}", err);
-            if err.had_duplicate_idempotency_token() {
-                return Err(EnqueueMocapnetError::BadInput("Duplicate idempotency token".to_string()));
-            }
-            return Err(EnqueueMocapnetError::ServerError);
-        }
-    };
-
-    let response: EnqueueMocapnetSuccessResponse = EnqueueMocapnetSuccessResponse {
-        success: true,
-        inference_job_token: job_token,
-    };
-
-    let body = serde_json::to_string(&response)
-        .map_err(|_e| EnqueueMocapnetError::ServerError)?;
-
-    Ok(HttpResponse::Ok()
-        .content_type("application/json")
-        .body(body))
-}
@@ -1 +0,0 @@
-pub(crate) mod enqueue_mocapnet;
@@ -5,11 +5,7 @@ pub mod conversion;
 pub mod engine;
 pub mod events;
 pub mod flags;
-pub mod image_gen;
-pub mod investor_demo;
-pub mod leaderboard;
 pub mod media_uploads;
-pub mod mocap;
 pub mod moderation;
 pub mod stubs;
 pub mod vocoders;
@@ -24,6 +24,7 @@ use tokens::tokens::generic_inference_jobs::InferenceJobToken;
 use url_utils::extension::extract_extension_from_url::{extract_extension_from_url, ExtractExtensions};

 use crate::http_server::common_responses::common_web_error::CommonWebError;
+use crate::http_server::user_lookup::api_or_web_session::require_api_or_web_session::require_api_or_web_session;
 use crate::http_server::validations::validate_idempotency_token_format::validate_idempotency_token_format;
 use crate::state::server_state::ServerState;
 use crate::util::http_download_url_to_bytes::http_download_url_to_bytes;
@@ -58,19 +59,12 @@ pub async fn create_character_handler(
      .acquire()
      .await?;

-  let maybe_user_session = server_state
-      .session_checker
-      .maybe_get_user_session_from_connection(&http_request, &mut mysql_connection)
-      .await
-      .map_err(|e| {
-        warn!("Session checker error: {:?}", e);
-        CommonWebError::from(e)
-      })?;
-
-  let user_session = match maybe_user_session {
-    Some(session) => session,
-    None => return Err(CommonWebError::NotAuthorized),
-  };
+  let user_session = require_api_or_web_session(
+    &http_request,
+    &server_state.session_checker,
+    &server_state.avt_cookie_manager,
+    &mut *mysql_connection,
+  ).await?;

  let user_token = &user_session.user_token;
  let ip_address = get_request_ip(&http_request);
@@ -194,7 +188,7 @@ pub async fn create_character_handler(
      kinovi_character_id: &gen_result.character_id,
      maybe_model_type: None,
      maybe_creator_user_token: Some(user_token),
-      maybe_avt_token: None,
+      maybe_avt_token: user_session.maybe_avt_token.as_ref(),
      creator_ip_address: &ip_address,
      creator_set_visibility: Visibility::Hidden,
      mysql_executor: &mut *transaction,
@@ -10,7 +10,7 @@ use mysql_queries::queries::characters::delete_character::delete_character;
 use mysql_queries::queries::characters::get_character_by_token_including_deleted::get_character_by_token_including_deleted;

 use crate::http_server::common_responses::common_web_error::CommonWebError;
-use crate::http_server::user_lookup::user_session::require_user_session::require_user_session;
+use crate::http_server::user_lookup::api_or_web_session::require_api_or_web_session::require_api_or_web_session;
 use crate::state::server_state::ServerState;

 /// Delete a character.
@@ -40,7 +40,12 @@ pub async fn delete_character_handler(

  let mut mysql_connection = server_state.mysql_pool.acquire().await?;

-  let user_session = require_user_session(&http_request, &server_state.session_checker, &mut *mysql_connection).await?;
+  let user_session = require_api_or_web_session(
+    &http_request,
+    &server_state.session_checker,
+    &server_state.avt_cookie_manager,
+    &mut *mysql_connection,
+  ).await?;

  let user_token = &user_session.user_token;
  let is_mod = user_session.is_mod();
@@ -11,7 +11,7 @@ use seedance2pro_client::creds::seedance2pro_session::Seedance2ProSession;
 use seedance2pro_client::requests::update_character::update_character::{update_character, UpdateCharacterArgs};

 use crate::http_server::common_responses::common_web_error::CommonWebError;
-use crate::http_server::user_lookup::user_session::require_user_session::require_user_session;
+use crate::http_server::user_lookup::api_or_web_session::require_api_or_web_session::require_api_or_web_session;
 use crate::state::server_state::ServerState;

 /// Edit a character's name or description.
@@ -38,7 +38,12 @@ pub async fn edit_character_handler(

  let mut mysql_connection = server_state.mysql_pool.acquire().await?;

-  let user_session = require_user_session(&http_request, &server_state.session_checker, &mut *mysql_connection).await?;
+  let user_session = require_api_or_web_session(
+    &http_request,
+    &server_state.session_checker,
+    &server_state.avt_cookie_manager,
+    &mut *mysql_connection,
+  ).await?;

  let user_token = &user_session.user_token;
  let is_mod = user_session.is_mod();
@@ -16,7 +16,7 @@ use crate::http_server::common_responses::common_web_error::CommonWebError;
 use crate::http_server::common_responses::media::media_domain::MediaDomain;
 use crate::http_server::common_responses::media::media_links_builder::MediaLinksBuilder;
 use crate::http_server::endpoints::media_files::helpers::get_media_domain::get_media_domain;
-use crate::http_server::user_lookup::user_session::require_user_session::require_user_session;
+use crate::http_server::user_lookup::api_or_web_session::require_api_or_web_session::require_api_or_web_session;
 use crate::state::server_state::ServerState;

 /// List characters for the current session.
@@ -39,7 +39,12 @@ pub async fn list_characters_handler(

  let mut mysql_connection = server_state.mysql_pool.acquire().await?;

-  let user_session = require_user_session(&http_request, &server_state.session_checker, &mut *mysql_connection).await?;
+  let user_session = require_api_or_web_session(
+    &http_request,
+    &server_state.session_checker,
+    &server_state.avt_cookie_manager,
+    &mut *mysql_connection,
+  ).await?;

  let user_token = &user_session.user_token;

@@ -1,12 +1,22 @@
 use log::warn;
 use sqlx::{Executor, MySql};

+use artcraft_router::api::router_provider::RouterProvider;
 use enums::by_table::debug_logs::debug_log_level::DebugLogLevel;
 use enums::by_table::debug_logs::debug_log_type::DebugLogType;
 use mysql_queries::queries::debug_logs::insert_debug_log::{insert_debug_log, InsertDebugLogArgs};
 use tokens::tokens::non_unique::debug_logs_event_token::DebugLogEventToken;
 use tokens::tokens::users::UserToken;

+/// Request-scoped identity for debug log inserts, so deep pipeline code can
+/// log without threading four separate arguments.
+pub struct GenerationDebugLogContext<'a> {
+  pub event_token: &'a DebugLogEventToken,
+  pub user_token: &'a UserToken,
+  pub ip_address: &'a str,
+  pub request_url: &'a str,
+}
+
 /// Best-effort info-level debug log of an inbound generation HTTP request.
 /// Never fails the request — insert errors are logged and swallowed.
 pub async fn insert_generation_request_debug_log<'e, 'c: 'e, E>(
@@ -60,3 +70,47 @@ pub async fn insert_generation_failure_debug_log<'e, 'c: 'e, E>(
    warn!("Failed to insert generation failure debug log: {:?}", err);
  }
 }
+
+/// The debug log type for an outbound request to the given provider, or
+/// `None` for providers we don't capture.
+pub fn provider_request_debug_log_type(provider: RouterProvider) -> Option<DebugLogType> {
+  match provider {
+    RouterProvider::Fal => Some(DebugLogType::FalRequest),
+    RouterProvider::GrokApi => Some(DebugLogType::GrokApiRequest),
+    RouterProvider::Seedance2Pro => Some(DebugLogType::KinoviRequest),
+    // First-party: the HttpRequest log already captures the user request.
+    RouterProvider::Artcraft => None,
+    // No DebugLogType variant yet; add one if GmiCloud routing is revived.
+    RouterProvider::GmiCloud => None,
+  }
+}
+
+/// Best-effort info-level debug log of an outbound provider generation
+/// request. MUST be inserted during the pre-request DB phase — on the same
+/// open connection as the session/billing/HTTP-request writes, BEFORE that
+/// connection is released and the external provider call is made — so the
+/// outbound payload is captured even when the upload/enqueue fails, without
+/// ever touching the pool.
+/// Never fails the request — insert errors are logged and swallowed.
+pub async fn insert_provider_request_debug_log<'e, 'c: 'e, E>(
+  context: &'e GenerationDebugLogContext<'e>,
+  debug_log_type: DebugLogType,
+  outbound_request_debug: &'e str,
+  mysql_executor: E,
+) where
+  E: 'c + Executor<'c, Database = MySql>,
+{
+  if let Err(err) = insert_debug_log(InsertDebugLogArgs {
+    apriori_debug_log_event_token: Some(context.event_token),
+    maybe_creator_user_token: Some(context.user_token),
+    debug_log_type,
+    maybe_log_level: Some(DebugLogLevel::Info),
+    maybe_ip_address: Some(context.ip_address),
+    maybe_url: Some(context.request_url),
+    message: outbound_request_debug,
+    mysql_executor,
+    phantom: Default::default(),
+  }).await {
+    warn!("Failed to insert {} debug log: {:?}", debug_log_type, err);
+  }
+}
@@ -22,7 +22,6 @@ pub mod omni_gen;
 pub mod prompts;
 pub mod service;
 pub mod stats;
-pub mod studio_gen2;
 pub mod subscriptions;
 pub mod tags;
 pub mod trending;
@@ -33,9 +32,6 @@ pub mod user_referral_codes;
 pub mod user_wallets;
 pub mod users;
 pub mod video_info;
-pub mod voice_clone_requests;
-pub mod voice_conversion;
-pub mod voice_designer;
 pub mod web_referrals;
 pub mod webhooks;
 pub mod weights;
@@ -14,6 +14,7 @@ pub mod user_stripe_data;
 pub mod wallet_ledger_entries;
 pub mod wallets;
 pub mod user_daily_spends;
+pub mod top_spenders;
 pub mod user_spend_events;
 pub mod user_spend_summaries;

@@ -0,0 +1 @@
+pub mod moderator_list_top_spenders_handler;
@@ -0,0 +1,93 @@
+use std::marker::PhantomData;
+use std::sync::Arc;
+
+use actix_web::web::{Json, Query};
+use actix_web::{web, HttpRequest};
+use chrono::{Duration, Utc};
+use log::warn;
+
+use artcraft_api_defs::moderation::top_spenders::list::{
+  ModeratorListTopSpendersQueryParams, ModeratorListTopSpendersResponse, TopSpenderEntry, TopSpendersWindow,
+};
+use mysql_queries::queries::user_spend_events::list_top_spenders_for_window::{
+  list_top_spenders_for_window, ListTopSpendersForWindowArgs,
+};
+
+use crate::http_server::common_responses::common_web_error::CommonWebError;
+use crate::http_server::user_lookup::user_session::require_moderator::require_moderator;
+use crate::state::server_state::ServerState;
+
+const PAGE_SIZE: i64 = 100;
+
+const DEFAULT_WINDOW: TopSpendersWindow = TopSpendersWindow::ThirtyDays;
+
+/// Top spenders aggregated over a rolling time window, biggest net spend first.
+/// Moderators only.
+#[utoipa::path(
+  get,
+  tag = "Moderation",
+  path = "/v1/moderation/top_spenders/list",
+  params(
+    ModeratorListTopSpendersQueryParams,
+  ),
+  responses(
+    (status = 200, description = "Success", body = ModeratorListTopSpendersResponse),
+    (status = 400, description = "Invalid window"),
+    (status = 401, description = "Unauthorized"),
+    (status = 500, description = "Server error"),
+  ),
+)]
+pub async fn moderator_list_top_spenders_handler(
+  http_request: HttpRequest,
+  query: Query<ModeratorListTopSpendersQueryParams>,
+  server_state: web::Data<Arc<ServerState>>,
+) -> Result<Json<ModeratorListTopSpendersResponse>, CommonWebError> {
+  let _user_session = require_moderator(&http_request, &server_state.session_checker, &server_state.mysql_pool).await?;
+
+  let window = query.window.unwrap_or(DEFAULT_WINDOW);
+  let window_duration = Duration::hours(window.as_hours());
+
+  let offset = query.offset.unwrap_or(0);
+
+  let rows = list_top_spenders_for_window(ListTopSpendersForWindowArgs {
+    window_start: Utc::now() - window_duration,
+    maybe_payments_namespace: query.payments_namespace.as_deref(),
+    limit: PAGE_SIZE,
+    offset: offset.min(i64::MAX as u64) as i64,
+    mysql_executor: &server_state.mysql_pool,
+    phantom: PhantomData,
+  })
+  .await
+  .map_err(|err| {
+    warn!("Failed to list top spenders: {:?}", err);
+    CommonWebError::from_error(err)
+  })?;
+
+  let maybe_next_offset = if rows.len() as i64 == PAGE_SIZE {
+    Some(offset + PAGE_SIZE as u64)
+  } else {
+    None
+  };
+
+  let spenders = rows
+    .into_iter()
+    .map(|r| TopSpenderEntry {
+      user_token: r.user_token,
+      username: r.username,
+      display_name: r.display_name,
+      email_gravatar_hash: r.email_gravatar_hash,
+      gross_spend_usd_cents: r.gross_spend_usd_cents,
+      refund_usd_cents: r.refund_usd_cents,
+      net_spend_usd_cents: r.net_spend_usd_cents,
+      payment_count: r.payment_count,
+      credits_granted: r.credits_granted,
+    })
+    .collect();
+
+  Ok(Json(ModeratorListTopSpendersResponse {
+    success: true,
+    window,
+    spenders,
+    maybe_next_offset,
+  }))
+}
@@ -8,6 +8,7 @@ use sqlx::Acquire;
 use artcraft_api_defs::omni_api::generate_requests::omni_api_image_generate_request::OmniApiImageGenerateRequest;
 use artcraft_api_defs::omni_gen::generate_response::omni_gen_image_generate_response::OmniGenImageGenerateResponse;
 use artcraft_router::generate::generate_image::generate_image_response::GenerateImageResponse;
+use enums::by_table::debug_logs::debug_log_level::DebugLogLevel;
 use enums::by_table::debug_logs::debug_log_type::DebugLogType;
 use enums::by_table::prompt_context_items::prompt_context_semantic_type::PromptContextSemanticType;
 use enums::by_table::prompts::prompt_type::PromptType;
@@ -16,7 +17,6 @@ use enums::common::generation::common_model_type::CommonModelType;
 use enums::common::generation_provider::GenerationProvider;
 use enums::common::platform_type::PlatformType;
 use http_server_common::request::get_request_ip::get_request_ip;
-use enums::by_table::debug_logs::debug_log_level::DebugLogLevel;
 use mysql_queries::queries::debug_logs::insert_debug_log::{insert_debug_log, InsertDebugLogArgs};
 use mysql_queries::queries::generic_inference::api_providers::seedance2pro::insert_generic_inference_job_for_seedance2pro_queue_with_apriori_job_token::KinoviVersion;
 use mysql_queries::queries::idepotency_tokens::insert_idempotency_token::insert_idempotency_token;
@@ -28,6 +28,7 @@ use tokens::tokens::generic_inference_jobs::InferenceJobToken;
 use tokens::tokens::non_unique::debug_logs_event_token::DebugLogEventToken;

 use crate::http_server::common_responses::common_web_error::CommonWebError;
+use crate::http_server::endpoints::generate::common::generation_debug_logs::GenerationDebugLogContext;
 use crate::http_server::endpoints::generate::common::payments_error_test::payments_error_test;
 use crate::http_server::endpoints::omni_api::generate::image::check_request::check_request;
 use crate::http_server::endpoints::omni_api::generate::image::hydrate_to_router_request::hydrate_to_router_request;
@@ -36,8 +37,8 @@ use crate::http_server::endpoints::omni_api::generate::image::insert_db_job::ins
 use crate::http_server::endpoints::omni_api::generate::image::insert_db_job::insert_seedance2pro_jobs::{insert_seedance2pro_jobs, InsertSeedance2proJobsArgs};
 use crate::http_server::endpoints::omni_api::generate::image::insert_db_job::shared_job_args::SharedJobArgs;
 use crate::http_server::endpoints::omni_api::generate::image::pipeline_v2::run_pipeline_v2::{run_pipeline_v2, RunPipelineV2Args};
-use crate::http_server::user_lookup::user_session::session_utils::lookup::user_session_feature_flags::UserSessionFeatureFlags;
 use crate::http_server::user_lookup::api_keys::require_api_key_user::require_api_key_user;
+use crate::http_server::user_lookup::user_session::session_utils::lookup::user_session_feature_flags::UserSessionFeatureFlags;
 use crate::http_server::validations::validate_idempotency_token_format::validate_idempotency_token_format;
 use crate::state::server_state::ServerState;
 use crate::util::lookup::lookup_media_files_as_cdn_url_list_and_map::lookup_media_files_as_cdn_url_list_and_map;
@@ -152,16 +153,25 @@ pub async fn omni_api_image_generate_handler(

  // ==================== PIPELINE ==================== //

-  // NB: Release the pooled DB connection before the (slow, external) generation call so we don't
-  // hold a pool slot idle while waiting on the provider — that's what starves the pool and causes
-  // PoolTimedOut on unrelated endpoints. We re-acquire below to write the result.
-  drop(mysql_connection);
+  // NB: The pipeline takes over the connection for its remaining pre-request DB writes (billing,
+  // outbound provider request debug log) and releases it before the (slow, external) generation
+  // call — holding a pool slot across that call is what starves the pool and causes PoolTimedOut
+  // on unrelated endpoints. We re-acquire below to write the result.
+
+  let debug_log_context = GenerationDebugLogContext {
+    event_token: &debug_log_event_token,
+    user_token,
+    ip_address: &ip_address,
+    request_url: &request_url,
+  };

  let pipeline_result = run_pipeline_v2(RunPipelineV2Args {
    router_builder: &router_builder,
    server_state: &server_state,
    user_token,
    resolved_media: &resolved_media,
+    debug_log_context: &debug_log_context,
+    mysql_connection,
  }).await;

  // ==================== DEBUG LOG: PIPELINE ERROR ==================== //
@@ -191,25 +201,8 @@ pub async fn omni_api_image_generate_handler(

  let mut mysql_connection = server_state.mysql_pool.acquire().await?;

-  // ==================== DEBUG LOG: FAL REQUEST ==================== //
-
-  if let GenerateImageResponse::Fal(ref fal_payload) = pipeline_result.response {
-    if let Some(ref outbound_request) = fal_payload.maybe_outbound_request {
-      if let Err(err) = insert_debug_log(InsertDebugLogArgs {
-        apriori_debug_log_event_token: Some(&debug_log_event_token),
-        maybe_creator_user_token: Some(user_token),
-        debug_log_type: DebugLogType::FalRequest,
-        maybe_log_level: Some(DebugLogLevel::Info),
-        maybe_ip_address: Some(&ip_address),
-        maybe_url: Some(&request_url),
-        message: &format!("{:#?}", outbound_request),
-        mysql_executor: &mut *mysql_connection,
-        phantom: Default::default(),
-      }).await {
-        warn!("Failed to insert Fal request debug log: {:?}", err);
-      }
-    }
-  }
+  // NB: Outbound provider requests (Fal/Grok/Kinovi) are debug-logged inside
+  // the pipeline BEFORE the send, so the payload is captured even on failure.

  // ==================== WRITE RESULT ==================== //

@@ -17,6 +17,9 @@ use tokens::tokens::users::UserToken;

 use crate::billing::wallets::attempt_wallet_deduction::attempt_wallet_deduction_else_common_web_error;
 use crate::http_server::common_responses::common_web_error::CommonWebError;
+use crate::http_server::endpoints::generate::common::generation_debug_logs::{
+  insert_provider_request_debug_log, provider_request_debug_log_type, GenerationDebugLogContext,
+};
 use crate::http_server::endpoints::omni_api::generate::image::pipeline_result::ImagePipelineResult;
 use crate::http_server::endpoints::omni_api::shared_utils::map_seedance2pro_router_error::map_router_error_to_web_error;
 use crate::state::server_state::ServerState;
@@ -27,6 +30,11 @@ pub struct RunPipelineV2Args<'a> {
  pub server_state: &'a ServerState,
  pub user_token: &'a UserToken,
  pub resolved_media: &'a MediaFilesAsCdnUrlListAndMap,
+  pub debug_log_context: &'a GenerationDebugLogContext<'a>,
+  /// The handler's open connection. The pipeline uses it for its remaining
+  /// pre-request DB writes (billing, outbound-request debug log) and releases
+  /// it BEFORE the external provider call.
+  pub mysql_connection: sqlx::pool::PoolConnection<sqlx::MySql>,
 }

 // NB: This pipeline does an external generation call (`finalize_and_generate`) that can take many
@@ -41,6 +49,8 @@ pub async fn run_pipeline_v2(
    server_state,
    user_token,
    resolved_media,
+    debug_log_context,
+    mut mysql_connection,
  } = args;

  let hydrated_builder = apply_hydrated_media_inputs(
@@ -57,24 +67,36 @@ pub async fn run_pipeline_v2(
  let apriori_job_token = InferenceJobToken::generate();

  let maybe_wallet_ledger_entry_token = if cost > 0 {
-    // NB: Short-lived connection — released before the external call below.
-    let mut billing_connection = server_state.mysql_pool.acquire().await
-      .map_err(|err| {
-        warn!("Failed to acquire MySQL connection for image billing: {:?}", err);
-        CommonWebError::from_error(err)
-      })?;
+    // Billed on the handler's connection (same pre-request DB phase).
    let deduction = attempt_wallet_deduction_else_common_web_error(
      user_token,
      Some(apriori_job_token.as_str()),
      cost,
-      &mut billing_connection,
+      &mut mysql_connection,
    ).await?;
    Some(deduction.ledger_entry_token)
  } else {
    None
  };

-  // NB: No pooled DB connection is held across this external generation call.
+  // Debug-log the outbound provider request BEFORE the send — still on the
+  // handler's connection — so the payload is captured even when the
+  // upload/enqueue fails.
+  if let Some(debug_log_type) = provider_request_debug_log_type(draft_or_request.get_provider()) {
+    insert_provider_request_debug_log(
+      debug_log_context,
+      debug_log_type,
+      &format!("{:#?}", draft_or_request),
+      &mut *mysql_connection,
+    ).await;
+  }
+
+  // NB: Done with pre-request DB writes. Release the pooled connection before
+  // the (slow, external) provider call — holding it across that call is what
+  // starves the pool and causes PoolTimedOut. No pooled DB connection is held
+  // across the external generation call below.
+  drop(mysql_connection);
+
  let response = finalize_and_generate(draft_or_request, server_state, resolved_media).await?;

  Ok(ImagePipelineResult {
@@ -32,6 +32,7 @@ use tokens::tokens::media_files::MediaFileToken;
 use tokens::tokens::non_unique::debug_logs_event_token::DebugLogEventToken;

 use crate::http_server::common_responses::common_web_error::CommonWebError;
+use crate::http_server::endpoints::generate::common::generation_debug_logs::GenerationDebugLogContext;
 use crate::http_server::endpoints::generate::common::payments_error_test::payments_error_test;
 use crate::http_server::endpoints::omni_api::generate::video::check_request::check_request;
 use crate::http_server::endpoints::omni_api::generate::video::ingest_url_inputs::ingest_url_inputs;
@@ -217,10 +218,17 @@ pub async fn omni_api_video_generate_handler(
    warn!("Failed to insert HTTP request debug log: {:?}", err);
  }

-  // NB: Release the pooled DB connection before the (slow, external) generation call so we don't
-  // hold a pool slot idle while waiting on the provider — that's what starves the pool and causes
-  // PoolTimedOut on unrelated endpoints. We re-acquire below to write the result.
-  drop(mysql_connection);
+  // NB: The pipeline takes over the connection for its remaining pre-request DB writes (billing,
+  // outbound provider request debug log) and releases it before the (slow, external) generation
+  // call — holding a pool slot across that call is what starves the pool and causes PoolTimedOut
+  // on unrelated endpoints. We re-acquire below to write the result.
+
+  let debug_log_context = GenerationDebugLogContext {
+    event_token: &debug_log_event_token,
+    user_token,
+    ip_address: &ip_address,
+    request_url: &request_url,
+  };

  let pipeline_result = run_pipeline_v2(RunPipelineV2Args {
    router_builder: &router_builder,
@@ -229,6 +237,8 @@ pub async fn omni_api_video_generate_handler(
    media_file_to_url_map: &media_file_to_url_map,
    kinovi_character_id_map: &kinovi_character_id_map,
    kinovi_account,
+    debug_log_context: &debug_log_context,
+    mysql_connection,
  }).await;

  // ==================== DEBUG LOG: PIPELINE ERROR ==================== //
@@ -258,45 +268,8 @@ pub async fn omni_api_video_generate_handler(

  let mut mysql_connection = server_state.mysql_pool.acquire().await?;

-  // ==================== DEBUG LOG: FAL REQUEST ==================== //
-
-  if let GenerateVideoResponse::Fal(ref fal_payload) = pipeline_result.response {
-    if let Some(ref outbound_request) = fal_payload.maybe_outbound_request {
-      if let Err(err) = insert_debug_log(InsertDebugLogArgs {
-        apriori_debug_log_event_token: Some(&debug_log_event_token),
-        maybe_creator_user_token: Some(user_token),
-        debug_log_type: DebugLogType::FalRequest,
-        maybe_log_level: Some(DebugLogLevel::Info),
-        maybe_ip_address: Some(&ip_address),
-        maybe_url: Some(&request_url),
-        message: &format!("{:#?}", outbound_request),
-        mysql_executor: &mut *mysql_connection,
-        phantom: Default::default(),
-      }).await {
-        warn!("Failed to insert Fal request debug log: {:?}", err);
-      }
-    }
-  }
-
-  // ==================== DEBUG LOG: GROK API REQUEST ==================== //
-
-  if let GenerateVideoResponse::Grok(ref grok_payload) = pipeline_result.response {
-    if let Some(ref outbound_request) = grok_payload.maybe_outbound_request {
-      if let Err(err) = insert_debug_log(InsertDebugLogArgs {
-        apriori_debug_log_event_token: Some(&debug_log_event_token),
-        maybe_creator_user_token: Some(user_token),
-        debug_log_type: DebugLogType::GrokApiRequest,
-        maybe_log_level: Some(DebugLogLevel::Info),
-        maybe_ip_address: Some(&ip_address),
-        maybe_url: Some(&request_url),
-        message: &format!("{:#?}", outbound_request),
-        mysql_executor: &mut *mysql_connection,
-        phantom: Default::default(),
-      }).await {
-        warn!("Failed to insert Grok API request debug log: {:?}", err);
-      }
-    }
-  }
+  // NB: Outbound provider requests (Fal/Grok/Kinovi) are debug-logged inside
+  // the pipeline BEFORE the send, so the payload is captured even on failure.

  // ==================== WRITE RESULT ==================== //

@@ -15,6 +15,9 @@ use tokens::tokens::users::UserToken;

 use crate::http_server::common_responses::common_web_error::CommonWebError;
 use crate::http_server::endpoint_helpers::refund_wallet_after_api_failure::refund_wallet_after_api_failure;
+use crate::http_server::endpoints::generate::common::generation_debug_logs::{
+  insert_provider_request_debug_log, provider_request_debug_log_type, GenerationDebugLogContext,
+};
 use crate::http_server::endpoints::omni_api::generate::video::helpers::bill_wallet::bill_wallet;
 use crate::http_server::endpoints::omni_api::generate::video::helpers::build_router_client::build_router_client;
 use crate::http_server::endpoints::omni_api::generate::video::helpers::pipeline_result::PipelineResult;
@@ -31,6 +34,11 @@ pub struct RunPipelineV2Args<'a> {
  pub media_file_to_url_map: &'a Option<HashMap<MediaFileToken, String>>,
  pub kinovi_character_id_map: &'a Option<HashMap<CharacterToken, String>>,
  pub kinovi_account: KinoviAccount,
+  pub debug_log_context: &'a GenerationDebugLogContext<'a>,
+  /// The handler's open connection. The pipeline uses it for its remaining
+  /// pre-request DB writes (billing, outbound-request debug log) and releases
+  /// it BEFORE the external provider call.
+  pub mysql_connection: sqlx::pool::PoolConnection<sqlx::MySql>,
 }

 // NB: This pipeline does an external generation call (`upload_and_generate`) that can take many
@@ -45,6 +53,8 @@ pub async fn run_pipeline_v2(args: RunPipelineV2Args<'_>) -> Result<PipelineResu
    media_file_to_url_map,
    kinovi_character_id_map,
    kinovi_account,
+    debug_log_context,
+    mut mysql_connection,
  } = args;

  let mut router_builder = router_builder.clone();
@@ -138,15 +148,25 @@ pub async fn run_pipeline_v2(args: RunPipelineV2Args<'_>) -> Result<PipelineResu

  info!("v2 estimated cost: {} credits (estimates: {:?})", cost, cost_estimates);

-  // 3. Bill wallet (short-lived connection — released before the external call below).
-  let billing = {
-    let mut billing_connection = server_state.mysql_pool.acquire().await
-      .map_err(|err| {
-        error!("Failed to acquire MySQL connection for billing: {:?}", err);
-        CommonWebError::from_error(err)
-      })?;
-    bill_wallet(user_token, cost, &mut billing_connection).await?
-  };
+  // 3. Bill wallet on the handler's connection (same pre-request DB phase).
+  let billing = bill_wallet(user_token, cost, &mut mysql_connection).await?;
+
+  // Debug-log the outbound provider request BEFORE the send — still on the
+  // handler's connection — so the payload is captured even when the
+  // upload/enqueue fails.
+  if let Some(debug_log_type) = provider_request_debug_log_type(provider) {
+    insert_provider_request_debug_log(
+      debug_log_context,
+      debug_log_type,
+      &format!("{:#?}", draft_or_request),
+      &mut *mysql_connection,
+    ).await;
+  }
+
+  // NB: Done with pre-request DB writes. Release the pooled connection before
+  // the (slow, external) provider call — holding it across that call is what
+  // starves the pool and causes PoolTimedOut. Post-send writes re-acquire.
+  drop(mysql_connection);

  // 4. Upload media (if draft) and generate video.
  //    The entire block is wrapped so Kinovi failures trigger a refund.
@@ -27,6 +27,7 @@ use tokens::tokens::generic_inference_jobs::InferenceJobToken;
 use tokens::tokens::non_unique::debug_logs_event_token::DebugLogEventToken;

 use crate::http_server::common_responses::common_web_error::CommonWebError;
+use crate::http_server::endpoints::generate::common::generation_debug_logs::GenerationDebugLogContext;
 use crate::http_server::endpoints::generate::common::payments_error_test::payments_error_test;
 use crate::http_server::endpoints::omni_gen::generate::image::hydrate_to_router_request::hydrate_to_router_request;
 use crate::http_server::endpoints::omni_gen::generate::image::insert_db_job::insert_fal_job::{insert_fal_job, InsertFalJobArgs};
@@ -150,16 +151,25 @@ pub async fn omni_gen_image_generate_handler(

  // ==================== PIPELINE ==================== //

-  // NB: Release the pooled DB connection before the (slow, external) generation call so we don't
-  // hold a pool slot idle while waiting on the provider — that's what starves the pool and causes
-  // PoolTimedOut on unrelated endpoints. We re-acquire below to write the result.
-  drop(mysql_connection);
+  // NB: The pipeline takes over the connection for its remaining pre-request DB writes (billing,
+  // outbound provider request debug log) and releases it before the (slow, external) generation
+  // call — holding a pool slot across that call is what starves the pool and causes PoolTimedOut
+  // on unrelated endpoints. We re-acquire below to write the result.
+
+  let debug_log_context = GenerationDebugLogContext {
+    event_token: &debug_log_event_token,
+    user_token,
+    ip_address: &ip_address,
+    request_url: &request_url,
+  };

  let pipeline_result = run_pipeline_v2(RunPipelineV2Args {
    router_builder: &router_builder,
    server_state: &server_state,
    user_token,
    resolved_media: &resolved_media,
+    debug_log_context: &debug_log_context,
+    mysql_connection,
  }).await;

  // ==================== DEBUG LOG: PIPELINE ERROR ==================== //
@@ -189,25 +199,8 @@ pub async fn omni_gen_image_generate_handler(

  let mut mysql_connection = server_state.mysql_pool.acquire().await?;

-  // ==================== DEBUG LOG: FAL REQUEST ==================== //
-
-  if let GenerateImageResponse::Fal(ref fal_payload) = pipeline_result.response {
-    if let Some(ref outbound_request) = fal_payload.maybe_outbound_request {
-      if let Err(err) = insert_debug_log(InsertDebugLogArgs {
-        apriori_debug_log_event_token: Some(&debug_log_event_token),
-        maybe_creator_user_token: Some(user_token),
-        debug_log_type: DebugLogType::FalRequest,
-        maybe_log_level: Some(DebugLogLevel::Info),
-        maybe_ip_address: Some(&ip_address),
-        maybe_url: Some(&request_url),
-        message: &format!("{:#?}", outbound_request),
-        mysql_executor: &mut *mysql_connection,
-        phantom: Default::default(),
-      }).await {
-        warn!("Failed to insert Fal request debug log: {:?}", err);
-      }
-    }
-  }
+  // NB: Outbound provider requests (Fal/Grok/Kinovi) are debug-logged inside
+  // the pipeline BEFORE the send, so the payload is captured even on failure.

  // ==================== WRITE RESULT ==================== //

@@ -17,6 +17,9 @@ use tokens::tokens::users::UserToken;

 use crate::billing::wallets::attempt_wallet_deduction::attempt_wallet_deduction_else_common_web_error;
 use crate::http_server::common_responses::common_web_error::CommonWebError;
+use crate::http_server::endpoints::generate::common::generation_debug_logs::{
+  insert_provider_request_debug_log, provider_request_debug_log_type, GenerationDebugLogContext,
+};
 use crate::http_server::endpoints::omni_gen::generate::image::pipeline_result::ImagePipelineResult;
 use crate::http_server::endpoints::omni_gen::shared_utils::map_seedance2pro_router_error::map_router_error_to_web_error;
 use crate::state::server_state::ServerState;
@@ -27,6 +30,11 @@ pub struct RunPipelineV2Args<'a> {
  pub server_state: &'a ServerState,
  pub user_token: &'a UserToken,
  pub resolved_media: &'a MediaFilesAsCdnUrlListAndMap,
+  pub debug_log_context: &'a GenerationDebugLogContext<'a>,
+  /// The handler's open connection. The pipeline uses it for its remaining
+  /// pre-request DB writes (billing, outbound-request debug log) and releases
+  /// it BEFORE the external provider call.
+  pub mysql_connection: sqlx::pool::PoolConnection<sqlx::MySql>,
 }

 // NB: This pipeline does an external generation call (`finalize_and_generate`) that can take many
@@ -41,6 +49,8 @@ pub async fn run_pipeline_v2(
    server_state,
    user_token,
    resolved_media,
+    debug_log_context,
+    mut mysql_connection,
  } = args;

  let hydrated_builder = apply_hydrated_media_inputs(
@@ -57,24 +67,36 @@ pub async fn run_pipeline_v2(
  let apriori_job_token = InferenceJobToken::generate();

  let maybe_wallet_ledger_entry_token = if cost > 0 {
-    // NB: Short-lived connection — released before the external call below.
-    let mut billing_connection = server_state.mysql_pool.acquire().await
-      .map_err(|err| {
-        warn!("Failed to acquire MySQL connection for image billing: {:?}", err);
-        CommonWebError::from_error(err)
-      })?;
+    // Billed on the handler's connection (same pre-request DB phase).
    let deduction = attempt_wallet_deduction_else_common_web_error(
      user_token,
      Some(apriori_job_token.as_str()),
      cost,
-      &mut billing_connection,
+      &mut mysql_connection,
    ).await?;
    Some(deduction.ledger_entry_token)
  } else {
    None
  };

-  // NB: No pooled DB connection is held across this external generation call.
+  // Debug-log the outbound provider request BEFORE the send — still on the
+  // handler's connection — so the payload is captured even when the
+  // upload/enqueue fails.
+  if let Some(debug_log_type) = provider_request_debug_log_type(draft_or_request.get_provider()) {
+    insert_provider_request_debug_log(
+      debug_log_context,
+      debug_log_type,
+      &format!("{:#?}", draft_or_request),
+      &mut *mysql_connection,
+    ).await;
+  }
+
+  // NB: Done with pre-request DB writes. Release the pooled connection before
+  // the (slow, external) provider call — holding it across that call is what
+  // starves the pool and causes PoolTimedOut. No pooled DB connection is held
+  // across the external generation call below.
+  drop(mysql_connection);
+
  let response = finalize_and_generate(draft_or_request, server_state, resolved_media).await?;

  Ok(ImagePipelineResult {
@@ -31,6 +31,7 @@ use tokens::tokens::media_files::MediaFileToken;
 use tokens::tokens::non_unique::debug_logs_event_token::DebugLogEventToken;

 use crate::http_server::common_responses::common_web_error::CommonWebError;
+use crate::http_server::endpoints::generate::common::generation_debug_logs::GenerationDebugLogContext;
 use crate::http_server::endpoints::generate::common::payments_error_test::payments_error_test;
 use crate::http_server::endpoints::omni_gen::generate::video::helpers::hydrate_router_request::hydrate_to_router_request;
 use crate::http_server::endpoints::omni_gen::generate::video::helpers::resolve_kinovi_character_ids::resolve_kinovi_character_ids;
@@ -209,10 +210,17 @@ pub async fn omni_gen_video_generate_handler(
    warn!("Failed to insert HTTP request debug log: {:?}", err);
  }

-  // NB: Release the pooled DB connection before the (slow, external) generation call so we don't
-  // hold a pool slot idle while waiting on the provider — that's what starves the pool and causes
-  // PoolTimedOut on unrelated endpoints. We re-acquire below to write the result.
-  drop(mysql_connection);
+  // NB: The pipeline takes over the connection for its remaining pre-request DB writes (billing,
+  // outbound provider request debug log) and releases it before the (slow, external) generation
+  // call — holding a pool slot across that call is what starves the pool and causes PoolTimedOut
+  // on unrelated endpoints. We re-acquire below to write the result.
+
+  let debug_log_context = GenerationDebugLogContext {
+    event_token: &debug_log_event_token,
+    user_token,
+    ip_address: &ip_address,
+    request_url: &request_url,
+  };

  let pipeline_result = run_pipeline_v2(RunPipelineV2Args {
    router_builder: &router_builder,
@@ -221,6 +229,8 @@ pub async fn omni_gen_video_generate_handler(
    media_file_to_url_map: &media_file_to_url_map,
    kinovi_character_id_map: &kinovi_character_id_map,
    kinovi_account,
+    debug_log_context: &debug_log_context,
+    mysql_connection,
  }).await;

  // ==================== DEBUG LOG: PIPELINE ERROR ==================== //
@@ -250,45 +260,8 @@ pub async fn omni_gen_video_generate_handler(

  let mut mysql_connection = server_state.mysql_pool.acquire().await?;

-  // ==================== DEBUG LOG: FAL REQUEST ==================== //
-
-  if let GenerateVideoResponse::Fal(ref fal_payload) = pipeline_result.response {
-    if let Some(ref outbound_request) = fal_payload.maybe_outbound_request {
-      if let Err(err) = insert_debug_log(InsertDebugLogArgs {
-        apriori_debug_log_event_token: Some(&debug_log_event_token),
-        maybe_creator_user_token: Some(user_token),
-        debug_log_type: DebugLogType::FalRequest,
-        maybe_log_level: Some(DebugLogLevel::Info),
-        maybe_ip_address: Some(&ip_address),
-        maybe_url: Some(&request_url),
-        message: &format!("{:#?}", outbound_request),
-        mysql_executor: &mut *mysql_connection,
-        phantom: Default::default(),
-      }).await {
-        warn!("Failed to insert Fal request debug log: {:?}", err);
-      }
-    }
-  }
-
-  // ==================== DEBUG LOG: GROK API REQUEST ==================== //
-
-  if let GenerateVideoResponse::Grok(ref grok_payload) = pipeline_result.response {
-    if let Some(ref outbound_request) = grok_payload.maybe_outbound_request {
-      if let Err(err) = insert_debug_log(InsertDebugLogArgs {
-        apriori_debug_log_event_token: Some(&debug_log_event_token),
-        maybe_creator_user_token: Some(user_token),
-        debug_log_type: DebugLogType::GrokApiRequest,
-        maybe_log_level: Some(DebugLogLevel::Info),
-        maybe_ip_address: Some(&ip_address),
-        maybe_url: Some(&request_url),
-        message: &format!("{:#?}", outbound_request),
-        mysql_executor: &mut *mysql_connection,
-        phantom: Default::default(),
-      }).await {
-        warn!("Failed to insert Grok API request debug log: {:?}", err);
-      }
-    }
-  }
+  // NB: Outbound provider requests (Fal/Grok/Kinovi) are debug-logged inside
+  // the pipeline BEFORE the send, so the payload is captured even on failure.

  // ==================== WRITE RESULT ==================== //

@@ -15,6 +15,9 @@ use tokens::tokens::users::UserToken;

 use crate::http_server::common_responses::common_web_error::CommonWebError;
 use crate::http_server::endpoint_helpers::refund_wallet_after_api_failure::refund_wallet_after_api_failure;
+use crate::http_server::endpoints::generate::common::generation_debug_logs::{
+  insert_provider_request_debug_log, provider_request_debug_log_type, GenerationDebugLogContext,
+};
 use crate::http_server::endpoints::omni_gen::generate::video::helpers::bill_wallet::bill_wallet;
 use crate::http_server::endpoints::omni_gen::generate::video::helpers::build_router_client::build_router_client;
 use crate::http_server::endpoints::omni_gen::generate::video::helpers::pipeline_result::PipelineResult;
@@ -31,6 +34,11 @@ pub struct RunPipelineV2Args<'a> {
  pub media_file_to_url_map: &'a Option<HashMap<MediaFileToken, String>>,
  pub kinovi_character_id_map: &'a Option<HashMap<CharacterToken, String>>,
  pub kinovi_account: KinoviAccount,
+  pub debug_log_context: &'a GenerationDebugLogContext<'a>,
+  /// The handler's open connection. The pipeline uses it for its remaining
+  /// pre-request DB writes (billing, outbound-request debug log) and releases
+  /// it BEFORE the external provider call.
+  pub mysql_connection: sqlx::pool::PoolConnection<sqlx::MySql>,
 }

 // NB: This pipeline does an external generation call (`upload_and_generate`) that can take many
@@ -45,6 +53,8 @@ pub async fn run_pipeline_v2(args: RunPipelineV2Args<'_>) -> Result<PipelineResu
    media_file_to_url_map,
    kinovi_character_id_map,
    kinovi_account,
+    debug_log_context,
+    mut mysql_connection,
  } = args;

  let mut router_builder = router_builder.clone();
@@ -141,15 +151,25 @@ pub async fn run_pipeline_v2(args: RunPipelineV2Args<'_>) -> Result<PipelineResu

  info!("v2 estimated cost: {} credits (estimates: {:?})", cost, cost_estimates);

-  // 3. Bill wallet (short-lived connection — released before the external call below).
-  let billing = {
-    let mut billing_connection = server_state.mysql_pool.acquire().await
-      .map_err(|err| {
-        error!("Failed to acquire MySQL connection for billing: {:?}", err);
-        CommonWebError::from_error(err)
-      })?;
-    bill_wallet(user_token, cost, &mut billing_connection).await?
-  };
+  // 3. Bill wallet on the handler's connection (same pre-request DB phase).
+  let billing = bill_wallet(user_token, cost, &mut mysql_connection).await?;
+
+  // Debug-log the outbound provider request BEFORE the send — still on the
+  // handler's connection — so the payload is captured even when the
+  // upload/enqueue fails.
+  if let Some(debug_log_type) = provider_request_debug_log_type(provider) {
+    insert_provider_request_debug_log(
+      debug_log_context,
+      debug_log_type,
+      &format!("{:#?}", draft_or_request),
+      &mut *mysql_connection,
+    ).await;
+  }
+
+  // NB: Done with pre-request DB writes. Release the pooled connection before
+  // the (slow, external) provider call — holding it across that call is what
+  // starves the pool and causes PoolTimedOut. Post-send writes re-acquire.
+  drop(mysql_connection);

  // 4. Upload media (if draft) and generate video.
  //    The entire block is wrapped so Kinovi failures trigger a refund.
@@ -1,15 +1,15 @@
-use std::sync::Arc;
-
-use actix_web::{http::StatusCode, web, HttpRequest, HttpResponse, ResponseError};
-use chrono::NaiveDateTime;
-use log::{debug, error, warn};
-use mysql_queries::queries::stats::get_unified_queue_stats::get_unified_queue_stats;
-use redis_common::redis_cache_keys::RedisCacheKeys;
+use actix_web::web::Json;
+use chrono::{NaiveDateTime, Utc};
 use utoipa::ToSchema;

-use crate::http_server::endpoints::stats::result_transformer::{database_result_to_cacheable, CacheableQueueStats};
-use crate::http_server::web_utils::response_error_helpers::to_simple_json_error;
-use crate::state::server_state::ServerState;
+/// The queue counts are frozen at the values from when the legacy inference
+/// systems were shut down. Legacy clients still poll this endpoint, so it
+/// stays mounted, but it no longer consults the database.
+const FROZEN_TOTAL_PENDING_JOB_COUNT: u64 = 2_409_539;
+const FROZEN_PENDING_TACOTRON2_JOBS: u64 = 1_037_783;
+const FROZEN_PENDING_RVC_JOBS: u64 = 288_922;
+const FROZEN_PENDING_SVC_JOBS: u64 = 27_417;
+const REFRESH_INTERVAL_MILLIS: u64 = 15_000;

 #[derive(Serialize, ToSchema)]
 pub struct GetUnifiedQueueStatsSuccessResponse {
@@ -17,7 +17,6 @@ pub struct GetUnifiedQueueStatsSuccessResponse {
  pub cache_time: NaiveDateTime,

  /// Tell the frontend client how fast to refresh their view of this list.
-  /// During an attack, we may want this to go extremely slow.
  pub refresh_interval_millis: u64,

  pub inference: ModernInferenceQueueStats,
@@ -33,7 +32,6 @@ pub struct LegacyQueueDetails {
 pub struct ModernInferenceQueueStats {
  pub total_pending_job_count: u64,

-  #[deprecated(note="the frontend uses this field, but we should switch to total_pending_job_count")]
  pub pending_job_count: u64,

  pub by_queue: ByQueueStats,
@@ -58,200 +56,40 @@ pub struct ByQueueStats {
  pub pending_acting_face: u64,
 }

-#[derive(Debug, ToSchema)]
-pub enum GetUnifiedQueueStatsError {
-  ServerError,
-}
-
-impl ResponseError for GetUnifiedQueueStatsError {
-  fn status_code(&self) -> StatusCode {
-    match *self {
-      GetUnifiedQueueStatsError::ServerError=> StatusCode::INTERNAL_SERVER_ERROR,
-    }
-  }
-
-  fn error_response(&self) -> HttpResponse {
-    let error_reason = match self {
-      GetUnifiedQueueStatsError::ServerError => "server error".to_string(),
-    };
-
-    to_simple_json_error(&error_reason, self.status_code())
-  }
-}
-
-// NB: Not using derive_more::Display since Clion doesn't understand it.
-impl std::fmt::Display for GetUnifiedQueueStatsError {
-  fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
-    write!(f, "{:?}", self)
-  }
-}
-
-/// Get queue stats for most inference jobs (tts, voice conversion, comfy, etc.)
+/// [DEPRECATED] Get queue stats for legacy inference jobs (tts, voice conversion, etc.)
+///
+/// The legacy inference systems are gone; this returns a hardcoded snapshot
+/// for old clients that still poll it.
 #[utoipa::path(
  get,
  tag = "Stats",
  path = "/v1/stats/queues",
  responses(
    (status = 200, description = "Success", body = GetUnifiedQueueStatsSuccessResponse),
-    (status = 500, description = "Server error", body = GetUnifiedQueueStatsError),
  ),
 )]
-pub async fn get_unified_queue_stats_handler(
-  http_request: HttpRequest,
-  server_state: web::Data<Arc<ServerState>>
-) -> Result<HttpResponse, GetUnifiedQueueStatsError> {
-
-  if server_state.flags.disable_unified_queue_stats_endpoint {
-    // NB: Despite the cache being a powerful protector of the database (this is an expensive query),
-    // if the cache goes stale during an outage, there is no protection. This feature flag lets us
-    // shut off all traffic to the endpoint.
-    return render_response_busy(GetUnifiedQueueStatsSuccessResponse {
-      success: true,
-      cache_time: NaiveDateTime::from_timestamp(0, 0),
-      refresh_interval_millis: server_state.flags.frontend_unified_queue_stats_refresh_interval_millis,
-      inference: ModernInferenceQueueStats {
-        total_pending_job_count: 10_000,
-        pending_job_count: 10_000,
-        by_queue: ByQueueStats {
-          pending_face_animation_jobs: 10_000,
-          pending_storyteller_studio: 10_000,
-          pending_rvc_jobs: 10_000,
-          pending_svc_jobs: 10_000,
-          pending_tacotron2_jobs: 10_000,
-          pending_voice_designer: 10_000,
-          pending_stable_diffusion: 10_000,
-          pending_acting_face: 10_000,
-        }
-      },
-      legacy_tts: LegacyQueueDetails {
-        pending_job_count: 10_000,
-      },
-    });
-  }
-
-  let maybe_cached = server_state.caches.ephemeral.queue_stats.grab_copy_without_bump_if_unexpired()
-      .map_err(|e| {
-        error!("error consulting cache: {:?}", e);
-        GetUnifiedQueueStatsError::ServerError
-      })?;
-
-  let cacheable_stats_result = match maybe_cached {
-    Some(cached) => {
-      debug!("serving from in-memory cache");
-      cached
-    },
-    None => {
-      debug!("populating unified queue stats from Redis *OR* database");
-
-      let mysql_pool = server_state.mysql_pool.clone();
-
-      let get_stats = move || {
-        // NB: async closures are not yet stable in Rust, so we include an async block.
-        async move {
-          debug!("querying from database...");
-
-          let db_result = get_unified_queue_stats(
-            &mysql_pool
-          ).await;
-
-          db_result
-              .map(|db_result| database_result_to_cacheable(db_result))
-              .map(|cacheable_result| Some(cacheable_result)) // TODO/FIXME: Make a better redis cache
-        }
-      };
-
-      // NB(2023-07-27): Double layers of caching (in-memory + Redis) is probably exorbitant, but this seems fine for now.
-      // This endpoint's query (even when in-memory cached across the cluster) was causing the DB CPU to hit 100%.
-      let stats_query_result = match server_state.redis_ttl_cache.get_connection() {
-        Err(err) => {
-          warn!("Error loading Redis connection from TTL cache (calling DB instead): {:?}", err);
-          get_stats().await
-        }
-        Ok(mut redis_ttl_cache) => {
-          let cache_key = RedisCacheKeys::get_unified_queue_stats_endpoint();
-          redis_ttl_cache.lazy_load_if_not_cached(&cache_key, move || {
-            get_stats()
-          }).await
-        }
-      };
-
-      match stats_query_result {
-        // If the database misbehaves (eg. DDoS), let's stop spamming it.
-        // We'll attempt to read the old value from the cache and keep going.
-        Err(err) => {
-          warn!("error querying database / inserting into cache: {:?}", err);
-
-          let maybe_cached = server_state.caches.ephemeral.queue_stats.grab_even_expired_and_bump()
-              .map_err(|err| {
-                error!("error consulting cache (even expired): {:?}", err);
-                GetUnifiedQueueStatsError::ServerError
-              })?;
-
-          maybe_cached.ok_or_else(|| {
-            error!("error querying database and subsequently reading cache: {:?}", err);
-            GetUnifiedQueueStatsError::ServerError
-          })?
-        }
-
-        // Happy path...
-        Ok(Some(cacheable_stats)) => {
-          server_state.caches.ephemeral.queue_stats.store_copy(&cacheable_stats)
-              .map_err(|e| {
-                error!("error storing cache: {:?}", e);
-                GetUnifiedQueueStatsError::ServerError
-              })?;
-          cacheable_stats
-        }
-
-        // TODO/FIXME(bt,2023-07-30): This match arm should never happen.
-        Ok(None) => CacheableQueueStats::default()
-      }
-    },
-  };
-
-  render_response_ok(GetUnifiedQueueStatsSuccessResponse {
+#[deprecated(note = "legacy inference is shut down; this endpoint returns a hardcoded snapshot")]
+pub async fn get_unified_queue_stats_handler() -> Json<GetUnifiedQueueStatsSuccessResponse> {
+  Json(GetUnifiedQueueStatsSuccessResponse {
    success: true,
-    cache_time: cacheable_stats_result.cache_time,
-    refresh_interval_millis: server_state.flags.frontend_pending_inference_refresh_interval_millis,
+    cache_time: Utc::now().naive_utc(),
+    refresh_interval_millis: REFRESH_INTERVAL_MILLIS,
    inference: ModernInferenceQueueStats {
-      total_pending_job_count: cacheable_stats_result.queues.total_generic,
-      pending_job_count: cacheable_stats_result.queues.total_generic,
+      total_pending_job_count: FROZEN_TOTAL_PENDING_JOB_COUNT,
+      pending_job_count: FROZEN_TOTAL_PENDING_JOB_COUNT,
      by_queue: ByQueueStats {
-        pending_face_animation_jobs: cacheable_stats_result.queues.sad_talker,
-        pending_rvc_jobs: cacheable_stats_result.queues.rvc_v2,
-        pending_svc_jobs: cacheable_stats_result.queues.so_vits_svc,
-        pending_tacotron2_jobs: cacheable_stats_result.queues.tacotron2,
-        pending_voice_designer: cacheable_stats_result.queues.vall_e_x,
-        pending_stable_diffusion: cacheable_stats_result.queues.stable_diffusion,
-        pending_storyteller_studio: cacheable_stats_result.queues.storyteller_studio,
-        pending_acting_face: cacheable_stats_result.queues.acting_face,
-      }
+        pending_tacotron2_jobs: FROZEN_PENDING_TACOTRON2_JOBS,
+        pending_voice_designer: 0,
+        pending_rvc_jobs: FROZEN_PENDING_RVC_JOBS,
+        pending_svc_jobs: FROZEN_PENDING_SVC_JOBS,
+        pending_stable_diffusion: 0,
+        pending_face_animation_jobs: 0,
+        pending_storyteller_studio: 0,
+        pending_acting_face: 0,
+      },
    },
    legacy_tts: LegacyQueueDetails {
-      pending_job_count: cacheable_stats_result.queues.legacy_tts,
+      pending_job_count: 0,
    },
  })
 }
-
-pub fn render_response_busy(response: GetUnifiedQueueStatsSuccessResponse) -> Result<HttpResponse, GetUnifiedQueueStatsError> {
-  let body = render_response_payload(response)?;
-  Ok(HttpResponse::TooManyRequests()
-      .content_type("application/json")
-      .body(body))
-}
-
-pub fn render_response_ok(response: GetUnifiedQueueStatsSuccessResponse) -> Result<HttpResponse, GetUnifiedQueueStatsError> {
-  let body = render_response_payload(response)?;
-  Ok(HttpResponse::Ok()
-      .content_type("application/json")
-      .body(body))
-}
-
-pub fn render_response_payload(response: GetUnifiedQueueStatsSuccessResponse) -> Result<String, GetUnifiedQueueStatsError> {
-  let body = serde_json::to_string(&response)
-      .map_err(|e| {
-        error!("error returning response: {:?}",  e);
-        GetUnifiedQueueStatsError::ServerError
-      })?;
-  Ok(body)
-}
@@ -1,2 +1 @@
 pub mod get_unified_queue_stats_handler;
-pub mod result_transformer;
@@ -1,82 +0,0 @@
-use std::collections::HashMap;
-
-use chrono::NaiveDateTime;
-
-use mysql_queries::queries::stats::get_unified_queue_stats::QueueStatsRow;
-
-#[derive(Serialize, Deserialize, Clone)]
-pub struct CacheableQueueStats {
-  pub cache_time: NaiveDateTime,
-  pub queues: Queues,
-}
-
-impl Default for CacheableQueueStats {
-  fn default() -> Self {
-    Self {
-      cache_time: NaiveDateTime::from_timestamp(0, 0),
-      queues: Default::default(),
-    }
-  }
-}
-
-#[derive(Serialize, Deserialize, Clone, Default)]
-pub struct Queues {
-  // Text to Speech
-  pub legacy_tts: u64, // Tacotron2 (as tts_inference_jobs)
-  pub total_generic: u64, // Everything except tts_inference_jobs' Tacotron2 summed together
-  pub tacotron2: u64, // Tacotron2 (as generic_inference_jobs; NB: included in `total_generic`)
-  pub vall_e_x: u64, // Counts both model weight calculation and inference.
-
-  // Voice Conversion
-  pub rvc_v2: u64,
-  pub so_vits_svc: u64,
-
-  // Image
-  pub stable_diffusion: u64,
-
-  // Video
-  pub sad_talker: u64,
-  pub storyteller_studio: u64,
-  pub acting_face: u64,
-}
-
-pub fn database_result_to_cacheable(database_records: Vec<QueueStatsRow>) -> CacheableQueueStats {
-  let database_time = database_records.first()
-      .map(|record| record.present_time)
-      .unwrap_or(NaiveDateTime::from_timestamp(0, 0));
-
-  // Queue lengths
-  let mut queue_lengths : HashMap<String, u64> = HashMap::new();
-
-  for record in database_records.into_iter() {
-    queue_lengths.insert(record.queue_type, record.pending_job_count);
-  }
-
-  CacheableQueueStats {
-    cache_time: database_time,
-    queues: Queues {
-      // Statistic rollup.
-      total_generic: queue_lengths.iter()
-          .filter(|(queue, _count)| !(*queue).eq("legacy_tts"))
-          .map(|(_queue, count)| count)
-          .sum(),
-      // TTS
-      legacy_tts: unwrap(queue_lengths.get("legacy_tts")),
-      tacotron2: unwrap(queue_lengths.get("tacotron2")),
-      vall_e_x: unwrap(queue_lengths.get("vall_e_x")),
-      // VC
-      rvc_v2: unwrap(queue_lengths.get("rvc_v2")),
-      so_vits_svc: unwrap(queue_lengths.get("so_vits_svc")),
-      // Image
-      stable_diffusion: unwrap(queue_lengths.get("stable_diffusion")),
-      // Video
-      sad_talker: unwrap(queue_lengths.get("sad_talker")),
-      storyteller_studio: unwrap(queue_lengths.get("video_render")),
-      acting_face: unwrap(queue_lengths.get("live_portrait")),
-    },
-  }
-}
-
-fn unwrap(inner: Option<&u64>) -> u64 {
-  inner.map(|i|*i).unwrap_or(0)
-}
@@ -1,298 +0,0 @@
-// NB: Incrementally getting rid of build warnings...
-// #![forbid(unused_imports)]
-// #![forbid(unused_mut)]
-// #![forbid(unused_variables)]
-
-use std::sync::Arc;
-
-use actix_web::error::ResponseError;
-use actix_web::http::StatusCode;
-use actix_web::web::Json;
-use actix_web::{web, HttpRequest, HttpResponse};
-use log::{error, info, warn};
-use utoipa::ToSchema;
-
-use enums::by_table::generic_inference_jobs::inference_category::InferenceCategory;
-use enums::by_table::generic_inference_jobs::inference_job_type::InferenceJobType;
-use enums::common::visibility::Visibility;
-use http_server_common::request::get_request_ip::get_request_ip;
-use mysql_queries::payloads::generic_inference_args::common::watermark_type::WatermarkType;
-use mysql_queries::payloads::generic_inference_args::generic_inference_args::{GenericInferenceArgs, InferenceCategoryAbbreviated, PolymorphicInferenceArgs};
-use mysql_queries::payloads::generic_inference_args::inner_payloads::studio_gen2_payload::StudioGen2Payload;
-use mysql_queries::queries::generic_inference::web::insert_generic_inference_job::{insert_generic_inference_job, InsertGenericInferenceArgs};
-use mysql_queries::queries::generic_inference::web::kill_jobs_in_development::kill_jobs_in_development;
-use mysql_queries::queries::idepotency_tokens::insert_idempotency_token::insert_idempotency_token;
-use tokens::tokens::generic_inference_jobs::InferenceJobToken;
-use tokens::tokens::media_files::MediaFileToken;
-
-use crate::configs::plans::get_correct_plan_for_session::get_correct_plan_for_session;
-use crate::http_server::common_responses::common_web_error::CommonWebError;
-use crate::configs::plans::plan_category::PlanCategory;
-use crate::http_server::requests::request_headers::get_routing_tag_header::get_routing_tag_header;
-use crate::http_server::requests::request_headers::has_debug_header::has_debug_header;
-use crate::http_server::user_lookup::user_session::session_utils::lookup::user_session_extended::UserSessionExtended;
-use crate::http_server::validations::validate_idempotency_token_format::validate_idempotency_token_format;
-use crate::http_server::web_utils::response_error_helpers::to_simple_json_error;
-use crate::state::server_state::ServerState;
-use crate::util::allowed_video_style_transfer_access::allowed_video_style_transfer_access;
-
-#[derive(Deserialize, ToSchema)]
-pub struct EnqueueStudioGen2Request {
-  /// Entropy for request de-duplication (required)
-  pub uuid_idempotency_token: String,
-
-  /// The input image media file (required)
-  pub image_file: MediaFileToken,
-
-  /// The input video media file (required)
-  pub video_file: MediaFileToken,
-
-  /// Remove watermark from the output
-  /// Only for premium accounts
-  pub remove_watermark: Option<bool>,
-
-  /// Optional visibility setting override.
-  pub creator_set_visibility: Option<Visibility>,
-
-  /// Sleep for debugging
-  pub debug_sleep_millis: Option<u64>,
-
-  /// Kill old jobs (only in development)
-  pub debug_kill_old_jobs: Option<bool>,
-
-  // TODO
-  pub output_width: Option<u64>,
-  pub output_height: Option<u64>,
-  pub fps: Option<u64>,
-
-  // TODO
-  pub trim_duration_millis: Option<u64>,
-
-  // TODO
-  pub max_frames: Option<u64>,
-  pub rounds: Option<u64>,
-  pub skip_image_resize: Option<bool>,
-  
-  /// Model image tensor width (we do not resize images to this!)
-  pub tensor_image_width: Option<u64>,
-  
-  /// Model image tensor height (we do not resize images to this!)
-  pub tensor_image_height: Option<u64>,
-}
-
-#[derive(Serialize, ToSchema)]
-pub struct EnqueueStudioGen2Response {
-  pub success: bool,
-  pub inference_job_token: InferenceJobToken,
-}
-// NB: Not using derive_more::Display since Clion doesn't understand it.
-/// Enqueue Studio Gen2 jobs.
-#[utoipa::path(
-  post,
-  tag = "Studio Gen2",
-  path = "/v1/studio_gen2/enqueue",
-  responses(
-    (status = 200, description = "Success", body = EnqueueStudioGen2Response),
-    (status = 400, description = "Bad input", body = CommonWebError),
-    (status = 401, description = "Not authorized", body = CommonWebError),
-    (status = 429, description = "Rate limited", body = CommonWebError),
-    (status = 500, description = "Server error", body = CommonWebError)
-  ),
-  params(("request" = EnqueueStudioGen2Request, description = "Payload for request"))
-)]
-pub async fn enqueue_studio_gen2_handler(
-  http_request: HttpRequest,
-  request: Json<EnqueueStudioGen2Request>,
-  server_state: web::Data<Arc<ServerState>>
-) -> Result<Json<EnqueueStudioGen2Response>, CommonWebError> {
-
-  let a = 1;
-  // ==================== DB ==================== //
-
-  let mut mysql_connection = server_state.mysql_pool
-      .acquire()
-      .await
-      .map_err(|err| {
-        warn!("MySql pool error: {:?}", err);
-        CommonWebError::from_error(err)
-      })?;
-
-  let maybe_avt_token = server_state.avt_cookie_manager
-      .get_avt_token_from_request(&http_request);
-
-  // ==================== USER SESSION ==================== //
-
-  let maybe_user_session = server_state
-      .session_checker
-      .maybe_get_user_session_extended_from_connection(&http_request, &mut mysql_connection)
-      .await
-      .map_err(|e| {
-        warn!("Session checker error: {:?}", e);
-        CommonWebError::from_error(e)
-      })?;
-
-  let maybe_user_token = maybe_user_session
-      .as_ref()
-      .map(|session| session.user_token_typed.clone());
-
-  // ==================== FEATURE FLAG CHECK ==================== //
-
-  //if !allowed_video_style_transfer_access(maybe_user_session.as_ref(), &server_state.flags) {
-  //  warn!("Video style transfer access is not permitted for user");
-  //  return Err(CommonWebError::NotAuthorized);
-  //}
-
-  // ==================== PAID PLAN + PRIORITY ==================== //
-
-  // TODO: Plan should handle "first anonymous use" and "investor" cases.
-  let plan = get_correct_plan_for_session(
-    server_state.server_environment,
-    maybe_user_session.as_ref());
-
-  // TODO: Separate priority for animation.
-  let priority_level = plan.web_vc_base_priority_level();
-
-  let is_staff = maybe_user_session
-      .as_ref()
-      .map(|user| user.role.can_ban_users)
-      .unwrap_or(false);
-
-  // ==================== DEBUG MODE + ROUTING TAG ==================== //
-
-  let is_debug_request = has_debug_header(&http_request);
-
-  let maybe_routing_tag= get_routing_tag_header(&http_request);
-
-  // ==================== RATE LIMIT ==================== //
-
-  let rate_limiter = match maybe_user_session {
-    None => &server_state.redis_rate_limiters.logged_out,
-    Some(ref user) => {
-      if user.role.is_banned {
-        return Err(CommonWebError::NotAuthorized);
-      }
-      &server_state.redis_rate_limiters.logged_in
-    },
-  };
-
-  if let Err(_err) = rate_limiter.rate_limit_request(&http_request).await {
-    return Err(CommonWebError::TooManyRequests);
-  }
-
-  // ==================== HANDLE IDEMPOTENCY ==================== //
-
-  if let Err(reason) = validate_idempotency_token_format(&request.uuid_idempotency_token) {
-    return Err(CommonWebError::BadInputWithSimpleMessage(reason));
-  }
-
-  insert_idempotency_token(&request.uuid_idempotency_token, &mut *mysql_connection)
-      .await
-      .map_err(|err| {
-        error!("Error inserting idempotency token: {:?}", err);
-        CommonWebError::BadInputWithSimpleMessage("invalid idempotency token".to_string())
-      })?;
-
-  // NB: The connection isn't needed past this point (the enqueue below uses the pool directly),
-  // so release it now rather than holding a pool slot for the rest of the handler.
-  drop(mysql_connection);
-
-  // ==================== LOOK UP MODEL INFO ==================== //
-
-  // TODO(bt): CHECK DATABASE FOR TOKENS!
-
-  let ip_address = get_request_ip(&http_request);
-
-  let maybe_user_preferred_visibility : Option<Visibility> = maybe_user_session
-      .as_ref()
-      .map(|user_session: &UserSessionExtended| user_session.preferences.preferred_tts_result_visibility); // TODO: New setting for web-vc
-
-  let set_visibility = request.creator_set_visibility
-      .or(maybe_user_preferred_visibility)
-      .unwrap_or(Visibility::Public);
-
-  let has_paid_plan = plan.plan_slug() == "fakeyou_contributor" || plan.plan_category() == PlanCategory::Paid;
-
-  let watermark_type ;
-
-  let is_requested_to_remove_watermark = request.remove_watermark.unwrap_or(false);
-  let is_allowed_to_remove_watermark = is_staff; // TODO: Paid permission instead
-
-  if  is_requested_to_remove_watermark && is_allowed_to_remove_watermark {
-    watermark_type = None;
-  } else {
-    watermark_type = Some(WatermarkType::Storyteller); // Studio is only on Storyteller.
-  }
-
-  if request.debug_kill_old_jobs.unwrap_or(false)
-      && server_state.server_environment.is_development()
-  {
-    info!("Killing old jobs before inserting new job (DEVELOPMENT MODE ONLY!)");
-    let result = kill_jobs_in_development(&server_state.mysql_pool).await;
-    if let Err(err) = result {
-      warn!("Error killing old jobs: {:?}", err);
-    }
-  }
-
-  let inference_args = StudioGen2Payload {
-    image_file: Some(request.image_file.clone()),
-    video_file: Some(request.video_file.clone()),
-    creator_visibility: Some(set_visibility),
-    watermark_type,
-    after_job_debug_sleep_millis: request.debug_sleep_millis,
-    output_width: request.output_width,
-    output_height: request.output_height,
-    fps: request.fps,
-    max_frames: request.max_frames,
-    rounds: request.rounds,
-    trim_duration_millis: request.trim_duration_millis,
-    skip_image_resize: request.skip_image_resize,
-    tensor_image_width: request.tensor_image_width,
-    tensor_image_height: request.tensor_image_height,
-  };
-
-  info!("Creating ComfyUI job record...");
-
-  let query_result = insert_generic_inference_job(InsertGenericInferenceArgs {
-    uuid_idempotency_token: &request.uuid_idempotency_token,
-    job_type: InferenceJobType::StudioGen2,
-    inference_category: InferenceCategory::DeprecatedField,
-    maybe_model_type: None,
-    maybe_product_category: None,
-    maybe_model_token: None,
-    maybe_input_source_token: None, // TODO: Introduce a second foreign key ?
-    maybe_input_source_token_type: None, // TODO: Introduce a second foreign key ?
-    maybe_download_url: None,
-    maybe_cover_image_media_file_token: None,
-    maybe_raw_inference_text: None, // No text
-    maybe_max_duration_seconds: None,
-    maybe_inference_args: Some(GenericInferenceArgs {
-      inference_category: Some(InferenceCategoryAbbreviated::Workflow),
-      args: Some(PolymorphicInferenceArgs::S2(inference_args)),
-    }),
-    maybe_creator_user_token: maybe_user_token.as_ref(),
-    maybe_avt_token: maybe_avt_token.as_ref(),
-    creator_ip_address: &ip_address,
-    creator_set_visibility:  set_visibility,
-    priority_level,
-    requires_keepalive: false,
-    is_debug_request,
-    maybe_routing_tag: maybe_routing_tag.as_deref(),
-    mysql_pool: &server_state.mysql_pool,
-  }).await;
-
-  let job_token = match query_result {
-    Ok((job_token, _id)) => job_token,
-    Err(err) => {
-      warn!("New generic inference job creation DB error: {:?}", err);
-      if err.had_duplicate_idempotency_token() {
-        return Err(CommonWebError::BadInputWithSimpleMessage("Duplicate idempotency token".to_string()));
-      }
-      return Err(CommonWebError::from_error(err));
-    }
-  };
-
-  Ok(Json(EnqueueStudioGen2Response {
-    success: true,
-    inference_job_token: job_token,
-  }))
-}
@@ -1 +0,0 @@
-pub mod enqueue_studio_gen2_handler;
@@ -1,146 +0,0 @@
-use std::fmt;
-use std::sync::Arc;
-
-use actix_web::error::ResponseError;
-use actix_web::web::Json;
-use actix_web::http::StatusCode;
-use actix_web::web::Path;
-use actix_web::{web, HttpRequest};
-use log::warn;
-
-use artcraft_api_defs::common::responses::simple_generic_json_success::SimpleGenericJsonSuccess;
-use mysql_queries::queries::tts::tts_results::delete_tts_result_various_scopes::delete_tts_inference_result_as_mod;
-use mysql_queries::queries::tts::tts_results::delete_tts_result_various_scopes::delete_tts_inference_result_as_user;
-use mysql_queries::queries::tts::tts_results::delete_tts_result_various_scopes::undelete_tts_inference_result_as_mod;
-use mysql_queries::queries::tts::tts_results::delete_tts_result_various_scopes::undelete_tts_inference_result_as_user;
-use mysql_queries::queries::tts::tts_results::query_tts_result::select_tts_result_by_token;
-
-use crate::http_server::web_utils::response_error_helpers::to_simple_json_error;
-use crate::http_server::common_responses::common_web_error::CommonWebError;
-use crate::state::server_state::ServerState;
-use crate::util::delete_role_disambiguation::delete_role_disambiguation;
-use crate::util::delete_role_disambiguation::DeleteRole;
-
-/// For the URL PathInfo
-#[derive(Deserialize)]
-pub struct DeleteTtsInferenceResultPathInfo {
-  token: String,
-}
-
-#[derive(Deserialize)]
-pub struct DeleteTtsInferenceResultRequest {
-  set_delete: bool,
-  /// NB: this is only to disambiguate when a user is both a mod and an author.
-  as_mod: Option<bool>,
-}
-// NB: Not using derive_more::Display since Clion doesn't understand it.
-pub async fn delete_tts_inference_result_handler(
-  http_request: HttpRequest,
-  path: Path<DeleteTtsInferenceResultPathInfo>,
-  request: Json<DeleteTtsInferenceResultRequest>,
-  server_state: web::Data<Arc<ServerState>>
-) -> Result<Json<SimpleGenericJsonSuccess>, CommonWebError> {
-  let maybe_user_session = server_state
-      .session_checker
-      .maybe_get_user_session(&http_request, &server_state.mysql_pool)
-      .await
-      .map_err(|e| {
-        warn!("Session checker error: {:?}", e);
-        CommonWebError::from_error(e)
-      })?;
-
-  let user_session = match maybe_user_session {
-    Some(session) => session,
-    None => {
-      warn!("not logged in");
-      return Err(CommonWebError::NotAuthorized);
-    }
-  };
-
-  // NB: First permission check.
-  // Only mods should see deleted models (both user_* and mod_* deleted).
-  let is_mod_that_can_see_deleted = user_session.can_delete_other_users_tts_results;
-
-  let inference_result_query_result = select_tts_result_by_token(
-    &path.token,
-    is_mod_that_can_see_deleted,
-    &server_state.mysql_pool,
-  ).await;
-
-  let tts_inference_result = match inference_result_query_result {
-    Err(e) => {
-      warn!("query error: {:?}", e);
-      return Err(CommonWebError::from_anyhow_error(e));
-    }
-    Ok(None) => return Err(CommonWebError::NotFound),
-    Ok(Some(inference_result)) => inference_result,
-  };
-
-  // NB: Second set of permission checks
-  let is_author = tts_inference_result.maybe_creator_user_token
-      .as_ref()
-      .map(|creator_token| creator_token == &user_session.user_token)
-      .unwrap_or(false);
-
-  let is_mod = user_session.can_delete_other_users_tts_results;
-
-  if !is_author && !is_mod {
-    warn!("user is not allowed to delete inference results: {:?}", user_session.user_token);
-    return Err(CommonWebError::NotAuthorized);
-  }
-
-  let delete_role = delete_role_disambiguation(is_mod, is_author, request.as_mod);
-
-  let query_result = if request.set_delete {
-    match delete_role {
-      DeleteRole::ErrorDoNotDelete => {
-        warn!("user is not allowed to delete inference results: {:?}", user_session.user_token);
-        return Err(CommonWebError::NotAuthorized);
-      }
-      DeleteRole::AsUser => {
-        delete_tts_inference_result_as_user(
-          &path.token,
-          &server_state.mysql_pool
-        ).await
-      }
-      DeleteRole::AsMod => {
-        delete_tts_inference_result_as_mod(
-          &path.token,
-          user_session.user_token.as_str(),
-          &server_state.mysql_pool
-        ).await
-      }
-    }
-  } else {
-    match delete_role {
-      DeleteRole::ErrorDoNotDelete => {
-        warn!("user is not allowed to undelete inference results: {:?}", user_session.user_token);
-        return Err(CommonWebError::NotAuthorized);
-      }
-      DeleteRole::AsUser => {
-        // NB: Technically only mods can see their own inference_results here
-        undelete_tts_inference_result_as_user(
-          &path.token,
-          &server_state.mysql_pool
-        ).await
-      }
-      DeleteRole::AsMod => {
-        undelete_tts_inference_result_as_mod(
-          &path.token,
-          user_session.user_token.as_str(),
-          &server_state.mysql_pool
-        ).await
-      }
-    }
-  };
-
-  match query_result {
-    Ok(_) => {},
-    Err(err) => {
-      warn!("Update tts mod approval status DB error: {:?}", err);
-      return Err(CommonWebError::from_anyhow_error(err));
-    }
-  };
-
-  Ok(Json(SimpleGenericJsonSuccess { success: true }))
-}
@@ -1,524 +0,0 @@
-// NB: Incrementally getting rid of build warnings...
-#![forbid(unused_imports)]
-#![forbid(unused_mut)]
-#![forbid(unused_variables)]
-
-use std::fmt;
-use std::sync::Arc;
-
-use actix_web::error::ResponseError;
-use actix_web::http::StatusCode;
-use actix_web::web::Json;
-use actix_web::{web, HttpRequest, HttpResponse};
-use log::{info, warn};
-use rand::seq::IndexedRandom;
-use rand::Rng;
-use utoipa::ToSchema;
-
-use enums::by_table::generic_inference_jobs::inference_category::InferenceCategory;
-use enums::by_table::generic_inference_jobs::inference_input_source_token_type::InferenceInputSourceTokenType;
-use enums::by_table::generic_inference_jobs::inference_job_product_category::InferenceJobProductCategory;
-use enums::by_table::generic_inference_jobs::inference_job_type::InferenceJobType;
-use enums::common::visibility::Visibility;
-use http_server_common::request::get_request_api_token::get_request_api_token;
-use http_server_common::request::get_request_header_optional::get_request_header_optional;
-use http_server_common::request::get_request_ip::get_request_ip;
-use migration::text_to_speech::get_tts_model_for_enqueue_inference_migration::TtsModelForEnqueueInferenceMigrationWrapper;
-use mysql_queries::payloads::generic_inference_args::generic_inference_args::{GenericInferenceArgs, InferenceCategoryAbbreviated, PolymorphicInferenceArgs};
-use mysql_queries::payloads::generic_inference_args::inner_payloads::f5_tts_payload::F5TTSPayload;
-use mysql_queries::queries::generic_inference::web::insert_generic_inference_job::{insert_generic_inference_job, InsertGenericInferenceArgs};
-use tokens::tokens::media_files::MediaFileToken;
-use tokens::tokens::media_uploads::MediaUploadToken;
-use tokens::tokens::users::UserToken;
-use tts_common::priority::{FAKEYOU_DEFAULT_VALID_API_TOKEN_PRIORITY_LEVEL, FAKEYOU_INVESTOR_PRIORITY_LEVEL};
-use user_input_common::check_for_slurs::contains_slurs;
-
-use crate::configs::app_startup::username_set::UsernameSet;
-use crate::configs::plans::get_correct_plan_for_session::get_correct_plan_for_session;
-use crate::configs::plans::plan::Plan;
-use crate::http_server::deprecated_endpoints::investor_demo::demo_cookie::request_has_demo_cookie;
-use crate::http_server::user_lookup::user_session::session_utils::lookup::user_session_extended::UserSessionExtended;
-use crate::http_server::web_utils::response_error_helpers::to_simple_json_error;
-use crate::state::server_state::ServerState;
-
-// TODO: Temporary for investor demo
-const STORYTELLER_DEMO_COOKIE_NAME : &str = "storyteller_demo";
-
-/// Debug requests mean different things, depending on the type of worker (the legacy
-/// tts-inference-job vs. the new inference-job):
-///
-///  * Legacy (tts): these requests get routed to special "debug-only" workers, which can
-///    be used to trial new code, run debugging, etc.
-///
-///  * New (generic): the flag gets associated with the request which may be used for
-///    anything in the code. (There's a new system for routing requests called
-///    "routing tags" that is independent of this flag.)
-///
-const DEBUG_HEADER_NAME : &str = "enable-debug-mode";
-
-/// The routing tag header can send workloads to particular k8s hosts.
-/// This is useful for catching the live logs or intercepting the job.
-/// NB: This is only for the new job system.
-const ROUTING_TAG_HEADER_NAME : &str = "routing-tag";
-
-const USER_FAKEYOU_USER_TOKEN : &str = "U:N5J8JXPW9BTYX";
-const USER_NEWS_STORY_USER_TOKEN : &str = "U:XAWRARC1N89X6";
-
-/// Safety guard against plans supporting too lengthy TTS inference text.
-const MAX_TTS_LENGTH : usize = 10_000;
-
-#[derive(Deserialize, ToSchema)]
-pub struct InferTtsRequest {
-  uuid_idempotency_token: String,
-  source_media_file_token: String,
-  inference_text: String,
-  creator_set_visibility: Option<Visibility>,
-}
-
-#[derive(Serialize, ToSchema)]
-pub struct InferTtsSuccessResponse {
-  pub success: bool,
-  pub inference_job_token: String,
-}
-
-#[derive(Debug, ToSchema)]
-pub enum InferTtsError {
-  BadInput(String),
-  NotAuthorized,
-  ServerError,
-  RateLimited,
-  NotFound,
-}
-
-impl ResponseError for InferTtsError {
-  fn status_code(&self) -> StatusCode {
-    match *self {
-      InferTtsError::BadInput(_) => StatusCode::BAD_REQUEST,
-      InferTtsError::NotAuthorized => StatusCode::UNAUTHORIZED,
-      InferTtsError::ServerError => StatusCode::INTERNAL_SERVER_ERROR,
-      InferTtsError::RateLimited => StatusCode::TOO_MANY_REQUESTS,
-      InferTtsError::NotFound => StatusCode::NOT_FOUND,
-    }
-  }
-
-  fn error_response(&self) -> HttpResponse {
-    let error_reason = match self {
-      InferTtsError::BadInput(reason) => reason.to_string(),
-      InferTtsError::NotAuthorized => "unauthorized".to_string(),
-      InferTtsError::ServerError => "server error".to_string(),
-      InferTtsError::RateLimited => "rate limited".to_string(),
-      InferTtsError::NotFound => "not found".to_string(),
-    };
-
-    to_simple_json_error(&error_reason, self.status_code())
-  }
-}
-
-// NB: Not using derive_more::Display since Clion doesn't understand it.
-impl fmt::Display for InferTtsError {
-  fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
-    write!(f, "{:?}", self)
-  }
-}
-
-#[utoipa::path(
-  post,
-  tag = "TTS",
-  path = "/v1/tts/f5_inference",
-  responses(
-    (status = 200, description = "Success response", body = InferTtsSuccessResponse),
-    (status = 400, description = "Bad input", body = InferTtsError),
-    (status = 401, description = "Not authorized", body = InferTtsError),
-    (status = 429, description = "Rate limited", body = InferTtsError),
-    (status = 500, description = "Server error", body = InferTtsError)
-  ),
-  params(("request" = InferTtsRequest, description = "Payload for Request"))
-)]
-pub async fn enqueue_infer_f5_tts_handler(
-  http_request: HttpRequest,
-  request: Json<InferTtsRequest>,
-  server_state: web::Data<Arc<ServerState>>
-) -> Result<Json<InferTtsSuccessResponse>, InferTtsError> {
-
-  if server_state.flags.disable_tts {
-    return Err(InferTtsError::RateLimited);
-  }
-
-  let mut is_from_api = false;
-  let mut maybe_user_token : Option<String> = None;
-  let mut priority_level ;
-  let mut use_high_priority_rate_limiter = false; // NB: Careful!
-  let mut disable_rate_limiter = false; // NB: Careful!
-
-  let mut mysql_connection = server_state.mysql_pool
-    .acquire()
-    .await
-    .map_err(|err| {
-      warn!("MySql pool error: {:?}", err);
-      InferTtsError::ServerError
-    })?;
-
-  // ==================== USER SESSION ==================== //
-
-  let maybe_user_session : Option<UserSessionExtended> = server_state
-    .session_checker
-    .maybe_get_user_session_extended_from_connection(&http_request, &mut mysql_connection)
-    .await
-    .map_err(|e| {
-      warn!("Session checker error: {:?}", e);
-      InferTtsError::ServerError
-    })?;
-
-  if let Some(user_session) = maybe_user_session.as_ref() {
-    maybe_user_token = Some(user_session.user_token.to_string());
-  }
-
-  // TODO: Plan should handle "first anonymous use" and "investor" cases.
-  let plan = get_correct_plan_for_session(
-    server_state.server_environment,
-    maybe_user_session.as_ref());
-
-  priority_level = plan.tts_base_priority_level();
-
-  // ==================== API TOKENS ==================== //
-
-  if let Some(api_token) = get_request_api_token(&http_request) {
-    let maybe_api_token_configs = server_state
-      .static_api_token_set
-      .get_api_token(&api_token);
-
-    if let Some(api_token_configs) = maybe_api_token_configs {
-      is_from_api = true;
-
-      priority_level = api_token_configs.maybe_priority_level
-        .unwrap_or(FAKEYOU_DEFAULT_VALID_API_TOKEN_PRIORITY_LEVEL);
-
-      use_high_priority_rate_limiter = api_token_configs.maybe_use_high_priority_rate_limiter
-        .unwrap_or(false);
-
-      disable_rate_limiter = api_token_configs.maybe_disable_rate_limiter.unwrap_or(false);
-
-      if let Some(user_token_override) = api_token_configs.maybe_user_token.as_deref() {
-        maybe_user_token = Some(user_token_override.trim().to_string());
-      }
-    }
-  }
-
-  // ==================== INVESTOR PRIORITY ==================== //
-
-  // TODO/TEMP: Give investors even more priority
-  let mut is_investor = false;
-
-  // TODO/TEMP: The storyteller.io website will redirect and establish this cookie.
-  //  This is just for the YCombinator demo.
-  if request_has_demo_cookie(&http_request) {
-    is_investor = true;
-  }
-
-  if is_investor {
-    priority_level = FAKEYOU_INVESTOR_PRIORITY_LEVEL;
-  }
-
-  // ==================== ENGINEERING FLAGS / HEADERS: DEBUG MODE, ETC. ==================== //
-
-  let is_debug_request = get_request_header_optional(&http_request, DEBUG_HEADER_NAME)
-    .is_some();
-
-  let maybe_routing_tag=
-    get_request_header_optional(&http_request, ROUTING_TAG_HEADER_NAME)
-      .map(|routing_tag| routing_tag.trim().to_string());
-
-  // ==================== BANNED USERS ==================== //
-
-  if let Some(ref user) = maybe_user_session {
-    if user.role.is_banned {
-      warn!("User is not authorized to use TTS model because they are banned.");
-      return Err(InferTtsError::NotAuthorized);
-    }
-  }
-
-  // ==================== RATE LIMIT ==================== //
-
-  if !disable_rate_limiter {
-    let maybe_username = maybe_user_session
-      .as_ref()
-      .map(|session| session.user.username.as_str());
-
-    // FIXME(bt,2023-12-13): These boolean flags are a bit dangerous.
-    let rate_limiter_type = get_rate_limiter_type(
-      maybe_username,
-      &server_state.redis_rate_limiters.api_ai_streamer_username_set,
-      is_investor,
-      is_from_api,
-      use_high_priority_rate_limiter
-    );
-
-    let rate_limiter = match rate_limiter_type {
-      RateLimiterType::LoggedOut => &server_state.redis_rate_limiters.logged_out,
-      RateLimiterType::LoggedIn => &server_state.redis_rate_limiters.logged_in,
-      RateLimiterType::ApiHighPriority => {
-        info!("Using API high priority rate limiter");
-        &server_state.redis_rate_limiters.api_high_priority
-      },
-      RateLimiterType::ApiAiStreamer => {
-        info!("Using AI streamer rate limiter");
-        &server_state.redis_rate_limiters.api_ai_streamers
-      },
-    };
-
-    if let Err(_err) = rate_limiter.rate_limit_request(&http_request).await {
-      return Err(InferTtsError::RateLimited);
-    }
-  }
-
-  // let is_authorized = check_if_authorized_to_use_media_file(
-  //   maybe_user_session.as_ref(),
-  //   &tts_model,
-  // ).await;
-  // 
-  // if !is_authorized {
-  //   warn!("User is not authorized to use TTS model due to checks.");
-  //   return Err(InferTtsError::NotAuthorized);
-  // }
-  // 
-  // ==================== CHECK INFERENCE TEXT ==================== //
-
-  let ip_address = get_request_ip(&http_request);
-
-  let mut inference_text = request.inference_text.trim().to_string();
-
-  if let Err(reason) = validate_inference_text(&inference_text, &plan) {
-    return Err(InferTtsError::BadInput(reason));
-  }
-
-  if contains_slurs(&inference_text) {
-    return Err(InferTtsError::BadInput("text contains slurs".to_string()));
-  }
-
-  if let Some(user) = maybe_user_session.as_ref() {
-    let is_user_token_troll_banned = server_state.troll_bans.user_tokens
-      .contains_user_token(&user.user_token)
-      .unwrap_or(false); // NB: Fail open
-
-    let is_ip_address_troll_banned = server_state.troll_bans.ip_addresses
-      .contains_ip_address(&ip_address)
-      .unwrap_or(false); // NB: Fail open
-
-    let is_troll_banned = is_user_token_troll_banned || is_ip_address_troll_banned;
-
-    if is_troll_banned {
-      let test = server_state.flags.troll_ban_user_percent as i32; // NB: Should be 0 - 100.
-      let num = rand::thread_rng().gen_range(0..100);
-
-      if test > num {
-        warn!("Generating troll response for user token: {}", user.user_token);
-        inference_text = random_troll_text().to_string();
-      }
-    }
-  }
-
-  let maybe_user_preferred_visibility : Option<Visibility> = maybe_user_session
-    .as_ref()
-    .map(|user_session| user_session.preferences.preferred_tts_result_visibility);
-
-  let set_visibility = request.creator_set_visibility
-    .or(maybe_user_preferred_visibility)
-    .unwrap_or(Visibility::Public);
-
-  // ==================== ENQUEUE APPROPRIATE TTS TYPE ==================== //
-
-  let max_duration_seconds = plan.tts_max_duration_seconds();
-
-  // This branch uses the `generic-inference-job` service and tables.
-  info!("Creating tts inference job record (new generic job system)...");
-
-  let maybe_creator_user_token_typed = maybe_user_token
-    .as_deref()
-    .map(|token| UserToken::new_from_str(token));
-
-  let maybe_avt_token = server_state
-    .avt_cookie_manager
-    .get_avt_token_from_request(&http_request);
-
-  let maybe_model_type = None;
-  
-  let maybe_inference_args = Some(GenericInferenceArgs{
-    inference_category: Some(InferenceCategoryAbbreviated::F5TTS),
-    args: Some(PolymorphicInferenceArgs::Ft(F5TTSPayload{})),
-  });
-
-  let media_token = request.source_media_file_token.clone();
-
-  let media_token_type =
-    if media_token.starts_with(MediaUploadToken::token_prefix()) {
-      InferenceInputSourceTokenType::MediaUpload
-    } else if media_token.starts_with(MediaFileToken::token_prefix()) {
-      InferenceInputSourceTokenType::MediaFile
-    } else {
-      return Err(InferTtsError::BadInput(
-        "input token is not a media_upload or media_file token".to_string()));
-    };
-
-
-  let maybe_product_category = Some(InferenceJobProductCategory::TtsF5);
-
-  let query_result = insert_generic_inference_job(InsertGenericInferenceArgs {
-    uuid_idempotency_token: &request.uuid_idempotency_token,
-    job_type: InferenceJobType::F5TTS,
-    maybe_product_category,
-    inference_category: InferenceCategory::F5TTS,
-    maybe_model_type,
-    maybe_model_token: None,
-    maybe_input_source_token: Some(&media_token),
-    maybe_input_source_token_type: Some(media_token_type),
-    maybe_download_url: None,
-    maybe_cover_image_media_file_token: None,
-    maybe_raw_inference_text: Some(inference_text.as_str()),
-    maybe_max_duration_seconds: Some(max_duration_seconds),
-    maybe_inference_args,
-    maybe_creator_user_token: maybe_creator_user_token_typed.as_ref(),
-    maybe_avt_token: maybe_avt_token.as_ref(),
-    creator_ip_address: &ip_address,
-    creator_set_visibility: set_visibility,
-    priority_level,
-    requires_keepalive: false, // TODO: We may want this to be the case in the future.
-    is_debug_request,
-    maybe_routing_tag: maybe_routing_tag.as_deref(),
-    mysql_pool: &server_state.mysql_pool,
-  }).await;
-
-  let inference_job_token = match query_result {
-    Ok((inference_job_token, _id)) => inference_job_token,
-    Err(err) => {
-      warn!("New (generic) tts inference job creation DB error: {:?}", err);
-      if err.had_duplicate_idempotency_token() {
-        return Err(InferTtsError::BadInput("Duplicate idempotency token".to_string()));
-      }
-      return Err(InferTtsError::ServerError);
-    }
-  };
-
-  let job_token = inference_job_token.to_string();
-
-
-  Ok(Json(InferTtsSuccessResponse {
-    success: true,
-    inference_job_token: job_token,
-  }))
-}
-
-#[derive(Copy, Clone, Debug, Eq, PartialEq)]
-pub enum RateLimiterType {
-  LoggedOut,
-  LoggedIn,
-  ApiHighPriority,
-  ApiAiStreamer,
-}
-
-// FIXME(bt,2023-12-13): The boolean flags and disjoint decision making are kind of terrible.
-fn get_rate_limiter_type(
-  maybe_username: Option<&str>,
-  ai_streamer_username_set: &UsernameSet,
-  is_investor: bool,
-  is_from_api: bool,
-  use_high_priority_rate_limiter: bool,
-) -> RateLimiterType {
-  // For AI live streamers
-  // https://www.notion.so/storytellerai/dd88609558a24196b4ddeeef6079da98
-  let mut is_ai_streamer = false;
-
-  let mut rate_limiter = match maybe_username {
-    None => RateLimiterType::LoggedOut,
-    Some(username) => {
-      if ai_streamer_username_set.username_is_in_set(username) {
-        is_ai_streamer = true;
-      }
-
-      RateLimiterType::LoggedIn
-    },
-  };
-
-  // TODO/TEMP
-  if is_investor || is_from_api {
-    rate_limiter = RateLimiterType::LoggedIn;
-  }
-
-  // TODO: This is for VidVoice.ai and should be replaced with per-API consumer rate limiters
-  if use_high_priority_rate_limiter {
-    rate_limiter = RateLimiterType::ApiHighPriority;
-  }
-
-  if is_ai_streamer {
-    rate_limiter = RateLimiterType::ApiAiStreamer;
-  }
-
-  rate_limiter
-}
-
-pub fn validate_inference_text(text: &str, plan: &Plan) -> Result<(), String> {
-  if text.len() < 3 {
-    return Err("text is too short".to_string());
-  }
-
-  if text.len() > plan.tts_max_character_length() {
-    return Err("text is too long".to_string());
-  }
-
-  if text.len() > MAX_TTS_LENGTH {
-    return Err("text is too long".to_string());
-  }
-
-  Ok(())
-}
-
-/// If the model is private, determine if the user can use the model.
-/// This is designed to fail closed (read: actually open!) rather than hit resources.
-async fn check_if_authorized_to_use_model(
-  maybe_user_session: Option<&UserSessionExtended>,
-  tts_model: &TtsModelForEnqueueInferenceMigrationWrapper,
-) -> bool {
-
-  match tts_model.creator_set_visibility() {
-    Visibility::Public => return true,
-    Visibility::Hidden => return true,
-    Visibility::Private => {} // Fall through
-  }
-
-  let is_authorized = maybe_user_session
-    .map(|session| {
-      (session.user_token.as_str() == tts_model.creator_user_token()) // is_author
-        || (session.role.can_ban_users) // is_mod
-        || (session.user_token.as_str() == USER_FAKEYOU_USER_TOKEN) // is allowed user #1
-        || (session.user_token.as_str() == USER_NEWS_STORY_USER_TOKEN) // is allowed user #2
-    })
-    .unwrap_or(false);
-
-  is_authorized
-}
-
-fn random_troll_text() -> &'static str {
-  let texts = [
-    "Fake You Dot Com. Use Fake You Dot Com. The website Fake You Dot Com has better voices. Use Fake You Dot Com.",
-    "Use Fake You Dot Com. Fake You Dot Com. Fake You Dot Com is way better.",
-    "Want better voices? Fake. You. Fake You Dot Com. Fake. Fake. Fake. You. You. You. Use Fake You Dot Com. Fake You Dot Com.",
-    r#"
-      You should use Fake You Dot Com. Fake You Dot Com has way better voices.
-      You can get everything you want from FakeYou dot com. One Oh One Sound Boards website is just using Fake You.
-      Use Fake You Dot Com. Fake You Dot Com. Fake You Dot com.
-      AAAAAAAAAAAAAEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEE
-    "#,
-    //"EEEEEEEEEEEEEEEEE",
-    //"One Oh One Soundboards is a shitty website. Use Fake You Dot Com instead.",
-    //r#"
-    //beep. beep. beep. beep. beep.
-    //May have installed a virus
-    //OOOOOOOOEEEEUUUUUOOAAAA
-    //Your device may be compromised
-    //EEEEEEEEEEEEEEEEIIIUUUUOOOAAAA
-    //Your location may be tracked by the advanced artificial intelligence.
-    //"#,
-  ];
-  let random = texts.choose(&mut rand::thread_rng());
-  random.map(|r| *r).unwrap_or(texts[0])
-}
-
@@ -1 +0,0 @@
-pub mod enqueue_infer_f5_tts_handler;
@@ -1,87 +1,14 @@
-// NB: Incrementally getting rid of build warnings...
-#![forbid(unused_imports)]
-#![forbid(unused_mut)]
-#![forbid(unused_variables)]
-
-use std::fmt;
-use std::sync::Arc;
-
-use actix_web::error::ResponseError;
-use actix_web::http::StatusCode;
 use actix_web::web::Json;
-use actix_web::{web, HttpRequest, HttpResponse};
-use log::{info, warn};
-use rand::seq::IndexedRandom;
-use rand::Rng;
-use redis::Commands;
 use utoipa::ToSchema;

-use enums::by_table::generic_inference_jobs::inference_category::InferenceCategory;
-use enums::by_table::generic_inference_jobs::inference_job_product_category::InferenceJobProductCategory;
-use enums::by_table::generic_inference_jobs::inference_job_type::InferenceJobType;
-use enums::by_table::generic_inference_jobs::inference_model_type::InferenceModelType;
-use enums::common::visibility::Visibility;
-use http_server_common::request::get_request_api_token::get_request_api_token;
-use http_server_common::request::get_request_header_optional::get_request_header_optional;
-use http_server_common::request::get_request_ip::get_request_ip;
-use migration::text_to_speech::get_tts_model_for_enqueue_inference_migration::TtsModelForEnqueueInferenceMigrationWrapper;
-use mysql_queries::payloads::generic_inference_args::generic_inference_args::{GenericInferenceArgs, InferenceCategoryAbbreviated, PolymorphicInferenceArgs};
-use mysql_queries::payloads::generic_inference_args::inner_payloads::gptsovits_payload::GptSovitsPayload;
-use mysql_queries::queries::generic_inference::web::insert_generic_inference_job::{insert_generic_inference_job, InsertGenericInferenceArgs};
-use redis_common::redis_keys::RedisKeys;
-use tokens::tokens::users::UserToken;
-use tts_common::priority::{FAKEYOU_DEFAULT_VALID_API_TOKEN_PRIORITY_LEVEL, FAKEYOU_INVESTOR_PRIORITY_LEVEL};
-use user_input_common::check_for_slurs::contains_slurs;
-
-use crate::configs::app_startup::username_set::UsernameSet;
-use crate::configs::plans::get_correct_plan_for_session::get_correct_plan_for_session;
-use crate::configs::plans::plan::Plan;
-use crate::http_server::deprecated_endpoints::investor_demo::demo_cookie::request_has_demo_cookie;
-use crate::http_server::endpoints::tts::enqueue_infer_tts_handler::get_tts_model_with_caching::get_tts_model_with_caching;
-use crate::http_server::user_lookup::user_session::session_utils::lookup::user_session_extended::UserSessionExtended;
-use crate::http_server::web_utils::response_error_helpers::to_simple_json_error;
-use crate::state::server_state::ServerState;
-
-// TODO: Temporary for investor demo
-const STORYTELLER_DEMO_COOKIE_NAME : &str = "storyteller_demo";
-
-/// Debug requests mean different things, depending on the type of worker (the legacy
-/// tts-inference-job vs. the new inference-job):
-///
-///  * Legacy (tts): these requests get routed to special "debug-only" workers, which can
-///    be used to trial new code, run debugging, etc.
-///
-///  * New (generic): the flag gets associated with the request which may be used for
-///    anything in the code. (There's a new system for routing requests called
-///    "routing tags" that is independent of this flag.)
-///
-const DEBUG_HEADER_NAME : &str = "enable-debug-mode";
-
-/// The routing tag header can send workloads to particular k8s hosts.
-/// This is useful for catching the live logs or intercepting the job.
-/// NB: This is only for the new job system.
-const ROUTING_TAG_HEADER_NAME : &str = "routing-tag";
-
-const USER_FAKEYOU_USER_TOKEN : &str = "U:N5J8JXPW9BTYX";
-const USER_NEWS_STORY_USER_TOKEN : &str = "U:XAWRARC1N89X6";
-
-/// Safety guard against plans supporting too lengthy TTS inference text.
-const MAX_TTS_LENGTH : usize = 10_000;
-
-#[derive(Deserialize, ToSchema)]
-pub struct InferTtsRequest {
-  uuid_idempotency_token: String,
-  tts_model_token: String,
-  inference_text: String,
-  creator_set_visibility: Option<Visibility>,
-  is_storyteller_demo: Option<bool>,
-}
+/// Sentinel job token returned to legacy clients now that TTS inference is shut down.
+/// There is no real job behind it; status polls for it will never complete.
+const SYNTHETIC_INFERENCE_JOB_TOKEN: &str = "synthetic_too_many_requests";

 #[derive(Serialize, ToSchema)]
 pub struct InferTtsSuccessResponse {
  pub success: bool,
  pub inference_job_token: String,
-  // This is the type of inference job token returned.
  pub inference_job_token_type: InferenceJobTokenType,
 }

@@ -92,543 +19,27 @@ pub enum InferenceJobTokenType {
  #[serde(rename = "legacy_tts")]
  LegacyTts,

-  /// Modern shared inference type (everything will use this in the
-  /// future, and this endpoint will die.)
+  /// Modern shared inference type
  #[serde(rename = "generic")]
  Generic,
 }

-#[derive(Debug, ToSchema)]
-pub enum InferTtsError {
-  BadInput(String),
-  NotAuthorized,
-  ServerError,
-  RateLimited,
-  NotFound,
-}
-
-impl ResponseError for InferTtsError {
-  fn status_code(&self) -> StatusCode {
-    match *self {
-      InferTtsError::BadInput(_) => StatusCode::BAD_REQUEST,
-      InferTtsError::NotAuthorized => StatusCode::UNAUTHORIZED,
-      InferTtsError::ServerError => StatusCode::INTERNAL_SERVER_ERROR,
-      InferTtsError::RateLimited => StatusCode::TOO_MANY_REQUESTS,
-      InferTtsError::NotFound => StatusCode::NOT_FOUND,
-    }
-  }
-
-  fn error_response(&self) -> HttpResponse {
-    let error_reason = match self {
-      InferTtsError::BadInput(reason) => reason.to_string(),
-      InferTtsError::NotAuthorized => "unauthorized".to_string(),
-      InferTtsError::ServerError => "server error".to_string(),
-      InferTtsError::RateLimited => "rate limited".to_string(),
-      InferTtsError::NotFound => "not found".to_string(),
-    };
-
-    to_simple_json_error(&error_reason, self.status_code())
-  }
-}
-
-// NB: Not using derive_more::Display since Clion doesn't understand it.
-impl fmt::Display for InferTtsError {
-  fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
-    write!(f, "{:?}", self)
-  }
-}
-
+/// [DEPRECATED] Enqueue a legacy TTS inference request.
+///
+/// Legacy TTS inference is shut down. This endpoint unconditionally returns a
+/// canned success response with a synthetic job token so old clients don't error.
 #[utoipa::path(
  post,
  tag = "TTS",
  path = "/v1/tts/inference",
  responses(
    (status = 200, description = "Success response", body = InferTtsSuccessResponse),
-    (status = 400, description = "Bad input", body = InferTtsError),
-    (status = 401, description = "Not authorized", body = InferTtsError),
-    (status = 429, description = "Rate limited", body = InferTtsError),
-    (status = 500, description = "Server error", body = InferTtsError)
  ),
-  params(("request" = InferTtsRequest, description = "Payload for Request"))
 )]
-pub async fn enqueue_infer_tts_handler(
-  http_request: HttpRequest,
-  request: Json<InferTtsRequest>,
-  server_state: web::Data<Arc<ServerState>>
-) -> Result<Json<InferTtsSuccessResponse>, InferTtsError> {
-
-  if server_state.flags.disable_tts {
-    return Err(InferTtsError::RateLimited);
-  }
-
-  let mut is_from_api = false;
-  let mut maybe_user_token : Option<String> = None;
-  let mut priority_level ;
-  let mut use_high_priority_rate_limiter = false; // NB: Careful!
-  let mut disable_rate_limiter = false; // NB: Careful!
-
-  let mut mysql_connection = server_state.mysql_pool
-      .acquire()
-      .await
-      .map_err(|err| {
-        warn!("MySql pool error: {:?}", err);
-        InferTtsError::ServerError
-      })?;
-
-  // ==================== USER SESSION ==================== //
-
-  let maybe_user_session : Option<UserSessionExtended> = server_state
-    .session_checker
-    .maybe_get_user_session_extended_from_connection(&http_request, &mut mysql_connection)
-    .await
-    .map_err(|e| {
-      warn!("Session checker error: {:?}", e);
-      InferTtsError::ServerError
-    })?;
-
-  if let Some(user_session) = maybe_user_session.as_ref() {
-    maybe_user_token = Some(user_session.user_token.to_string());
-  }
-
-  // TODO: Plan should handle "first anonymous use" and "investor" cases.
-  let plan = get_correct_plan_for_session(
-    server_state.server_environment,
-    maybe_user_session.as_ref());
-
-  priority_level = plan.tts_base_priority_level();
-
-  // ==================== API TOKENS ==================== //
-
-  if let Some(api_token) = get_request_api_token(&http_request) {
-    let maybe_api_token_configs = server_state
-        .static_api_token_set
-        .get_api_token(&api_token);
-
-    if let Some(api_token_configs) = maybe_api_token_configs {
-      is_from_api = true;
-
-      priority_level = api_token_configs.maybe_priority_level
-          .unwrap_or(FAKEYOU_DEFAULT_VALID_API_TOKEN_PRIORITY_LEVEL);
-
-      use_high_priority_rate_limiter = api_token_configs.maybe_use_high_priority_rate_limiter
-          .unwrap_or(false);
-
-      disable_rate_limiter = api_token_configs.maybe_disable_rate_limiter.unwrap_or(false);
-
-      if let Some(user_token_override) = api_token_configs.maybe_user_token.as_deref() {
-        maybe_user_token = Some(user_token_override.trim().to_string());
-      }
-    }
-  }
-
-  // ==================== INVESTOR PRIORITY ==================== //
-
-  // TODO/TEMP: Give investors even more priority
-  let mut is_investor = false;
-
-  // TODO/TEMP: The storyteller.io website's AJAX calls will set this.
-  //  This is just for the YCombinator demo.
-  match request.is_storyteller_demo {
-    Some(true) => {
-      is_investor = true;
-    },
-    _ => {},
-  };
-
-  // TODO/TEMP: The storyteller.io website will redirect and establish this cookie.
-  //  This is just for the YCombinator demo.
-  if request_has_demo_cookie(&http_request) {
-    is_investor = true;
-  }
-
-  if is_investor {
-    priority_level = FAKEYOU_INVESTOR_PRIORITY_LEVEL;
-  }
-
-  // ==================== ENGINEERING FLAGS / HEADERS: DEBUG MODE, ETC. ==================== //
-
-  let is_debug_request = get_request_header_optional(&http_request, DEBUG_HEADER_NAME)
-      .is_some();
-
-  let maybe_routing_tag=
-      get_request_header_optional(&http_request, ROUTING_TAG_HEADER_NAME)
-          .map(|routing_tag| routing_tag.trim().to_string());
-
-  // ==================== BANNED USERS ==================== //
-
-  if let Some(ref user) = maybe_user_session {
-    if user.role.is_banned {
-      warn!("User is not authorized to use TTS model because they are banned.");
-      return Err(InferTtsError::NotAuthorized);
-    }
-  }
-
-  // ==================== RATE LIMIT ==================== //
-
-  if !disable_rate_limiter {
-    let maybe_username = maybe_user_session
-        .as_ref()
-        .map(|session| session.user.username.as_str());
-
-    // FIXME(bt,2023-12-13): These boolean flags are a bit dangerous.
-    let rate_limiter_type = get_rate_limiter_type(
-      maybe_username,
-      &server_state.redis_rate_limiters.api_ai_streamer_username_set,
-      is_investor,
-      is_from_api,
-      use_high_priority_rate_limiter
-    );
-
-    let rate_limiter = match rate_limiter_type {
-      RateLimiterType::LoggedOut => &server_state.redis_rate_limiters.logged_out,
-      RateLimiterType::LoggedIn => &server_state.redis_rate_limiters.logged_in,
-      RateLimiterType::ApiHighPriority => {
-        info!("Using API high priority rate limiter");
-        &server_state.redis_rate_limiters.api_high_priority
-      },
-      RateLimiterType::ApiAiStreamer => {
-        info!("Using AI streamer rate limiter");
-        &server_state.redis_rate_limiters.api_ai_streamers
-      },
-    };
-
-    if let Err(_err) = rate_limiter.rate_limit_request(&http_request).await {
-      return Err(InferTtsError::RateLimited);
-    }
-  }
-
-  // ==================== CHECK TTS MODEL EXISTENCE / SETTINGS==================== //
-
-  let tts_model_lookup_result = get_tts_model_with_caching(
-    &request.tts_model_token,
-    &server_state.redis_ttl_cache,
-    &mut mysql_connection,
-  ).await;
-
-  let tts_model = match tts_model_lookup_result {
-    Ok(Some(model)) => model,
-    Ok(None) => {
-      warn!("Model could not be found: {}", request.tts_model_token);
-      return Err(InferTtsError::NotFound);
-    }
-    Err(err) => {
-      warn!("Error loading TTS model: {:?}", err);
-      return Err(InferTtsError::ServerError);
-    }
-  };
-
-  let is_authorized = check_if_authorized_to_use_model(
-    maybe_user_session.as_ref(),
-    &tts_model,
-  ).await;
-
-  if !is_authorized {
-    warn!("User is not authorized to use TTS model due to checks.");
-    return Err(InferTtsError::NotAuthorized);
-  }
-
-  // ==================== CHECK INFERENCE TEXT ==================== //
-
-  let ip_address = get_request_ip(&http_request);
-
-  let mut inference_text = request.inference_text.trim().to_string();
-
-  if let Err(reason) = validate_inference_text(&inference_text, &plan) {
-    return Err(InferTtsError::BadInput(reason));
-  }
-
-  if contains_slurs(&inference_text) {
-    return Err(InferTtsError::BadInput("text contains slurs".to_string()));
-  }
-
-  if let Some(user) = maybe_user_session.as_ref() {
-    let is_user_token_troll_banned = server_state.troll_bans.user_tokens
-        .contains_user_token(&user.user_token)
-        .unwrap_or(false); // NB: Fail open
-
-    let is_ip_address_troll_banned = server_state.troll_bans.ip_addresses
-        .contains_ip_address(&ip_address)
-        .unwrap_or(false); // NB: Fail open
-
-    let is_troll_banned = is_user_token_troll_banned || is_ip_address_troll_banned;
-
-    if is_troll_banned {
-      let test = server_state.flags.troll_ban_user_percent as i32; // NB: Should be 0 - 100.
-      let num = rand::thread_rng().gen_range(0..100);
-
-      if test > num {
-        warn!("Generating troll response for user token: {}", user.user_token);
-        inference_text = random_troll_text().to_string();
-      }
-    }
-  }
-
-  // ==================== CHECK AND PREPARE TTS ==================== //
-
-  let mut redis = server_state.redis_pool
-      .get()
-      .map_err(|e| {
-        warn!("redis error: {:?}", e);
-        InferTtsError::ServerError
-      })?;
-
-  let redis_count_key = RedisKeys::tts_model_usage_count(&request.tts_model_token);
-
-  redis.incr::<_, _, ()>(&redis_count_key, 1)
-      .map_err(|e| {
-        warn!("redis error: {:?}", e);
-        InferTtsError::ServerError
-      })?;
-
-  let maybe_user_preferred_visibility : Option<Visibility> = maybe_user_session
-      .as_ref()
-      .map(|user_session| user_session.preferences.preferred_tts_result_visibility);
-
-  let set_visibility = request.creator_set_visibility
-      .or(maybe_user_preferred_visibility)
-      .unwrap_or(Visibility::Public);
-
-  // ==================== ENQUEUE APPROPRIATE TTS TYPE ==================== //
-
-  let max_duration_seconds = plan.tts_max_duration_seconds();
-
-  // This branch uses the `generic-inference-job` service and tables.
-  info!("Creating tts inference job record (new generic job system)...");
-
-  let maybe_creator_user_token_typed = maybe_user_token
-      .as_deref()
-      .map(|token| UserToken::new_from_str(token));
-
-  let maybe_avt_token = server_state
-      .avt_cookie_manager
-      .get_avt_token_from_request(&http_request);
-
-  let maybe_model_type = match tts_model.job_type() {
-    InferenceJobType::GptSovits => None, // TODO(bt,2024-08-07): why don't we set this?
-    _ => Some(InferenceModelType::Tacotron2)
-  };
-
-  let maybe_inference_args = match tts_model.job_type() {
-    InferenceJobType::Tacotron2 => Some(GenericInferenceArgs {
-      inference_category: Some(InferenceCategoryAbbreviated::TextToSpeech),
-      args: None, // NB: We don't need to encode any args yet for TT2.
-    }),
-    InferenceJobType::GptSovits => Some(GenericInferenceArgs {
-      inference_category: Some(InferenceCategoryAbbreviated::GptSovits),
-      args: Some(PolymorphicInferenceArgs::Gs(GptSovitsPayload {
-        append_advertisement: None,
-        // Model download only args:
-        creator_visibility: None,
-        maybe_title: None,
-        maybe_description: None,
-      })),
-    }),
-    _ => None, // NB: Shouldn't occur
-  };
-
-  let maybe_product_category = match tts_model.job_type() {
-    InferenceJobType::Tacotron2 => Some(InferenceJobProductCategory::TtsTacotron2),
-    InferenceJobType::GptSovits => Some(InferenceJobProductCategory::TtsGptSoVits),
-    _ => None,
-  };
-
-  let query_result = insert_generic_inference_job(InsertGenericInferenceArgs {
-    uuid_idempotency_token: &request.uuid_idempotency_token,
-    job_type: tts_model.job_type(),
-    maybe_product_category,
-    inference_category: InferenceCategory::TextToSpeech,
-    maybe_model_type,
-    maybe_model_token: Some(request.tts_model_token.as_str()),
-    maybe_input_source_token: None, // NB: TTS doesn't have input media
-    maybe_input_source_token_type: None, // NB: TTS doesn't have input media
-    maybe_download_url: None,
-    maybe_cover_image_media_file_token: None,
-    maybe_raw_inference_text: Some(inference_text.as_str()),
-    maybe_max_duration_seconds: Some(max_duration_seconds),
-    maybe_inference_args,
-    maybe_creator_user_token: maybe_creator_user_token_typed.as_ref(),
-    maybe_avt_token: maybe_avt_token.as_ref(),
-    creator_ip_address: &ip_address,
-    creator_set_visibility: set_visibility,
-    priority_level,
-    requires_keepalive: false, // TODO: We may want this to be the case in the future.
-    is_debug_request,
-    maybe_routing_tag: maybe_routing_tag.as_deref(),
-    mysql_pool: &server_state.mysql_pool,
-  }).await;
-
-  let inference_job_token = match query_result {
-    Ok((inference_job_token, _id)) => inference_job_token,
-    Err(err) => {
-      warn!("New (generic) tts inference job creation DB error: {:?}", err);
-      if err.had_duplicate_idempotency_token() {
-        return Err(InferTtsError::BadInput("Duplicate idempotency token".to_string()));
-      }
-      return Err(InferTtsError::ServerError);
-    }
-  };
-
-  let job_token = inference_job_token.to_string();
-
-  server_state.firehose_publisher.enqueue_tts_inference(maybe_user_token.as_deref(), &job_token, &request.tts_model_token)
-      .await
-      .map_err(|e| {
-        warn!("error publishing event: {:?}", e);
-        InferTtsError::ServerError
-      })?;
-
-  Ok(Json(InferTtsSuccessResponse {
+pub async fn enqueue_infer_tts_handler() -> Json<InferTtsSuccessResponse> {
+  Json(InferTtsSuccessResponse {
    success: true,
-    inference_job_token: job_token,
+    inference_job_token: SYNTHETIC_INFERENCE_JOB_TOKEN.to_string(),
    inference_job_token_type: InferenceJobTokenType::Generic,
-  }))
-}
-
-#[derive(Copy, Clone, Debug, Eq, PartialEq)]
-pub enum RateLimiterType {
-  LoggedOut,
-  LoggedIn,
-  ApiHighPriority,
-  ApiAiStreamer,
-}
-
-// FIXME(bt,2023-12-13): The boolean flags and disjoint decision making are kind of terrible.
-fn get_rate_limiter_type(
-  maybe_username: Option<&str>,
-  ai_streamer_username_set: &UsernameSet,
-  is_investor: bool,
-  is_from_api: bool,
-  use_high_priority_rate_limiter: bool,
-) -> RateLimiterType {
-  // For AI live streamers
-  // https://www.notion.so/storytellerai/dd88609558a24196b4ddeeef6079da98
-  let mut is_ai_streamer = false;
-
-  let mut rate_limiter = match maybe_username {
-    None => RateLimiterType::LoggedOut,
-    Some(username) => {
-      if ai_streamer_username_set.username_is_in_set(username) {
-        is_ai_streamer = true;
-      }
-
-      RateLimiterType::LoggedIn
-    },
-  };
-
-  // TODO/TEMP
-  if is_investor || is_from_api {
-    rate_limiter = RateLimiterType::LoggedIn;
-  }
-
-  // TODO: This is for VidVoice.ai and should be replaced with per-API consumer rate limiters
-  if use_high_priority_rate_limiter {
-    rate_limiter = RateLimiterType::ApiHighPriority;
-  }
-
-  if is_ai_streamer {
-    rate_limiter = RateLimiterType::ApiAiStreamer;
-  }
-
-  rate_limiter
-}
-
-pub fn validate_inference_text(text: &str, plan: &Plan) -> Result<(), String> {
-  if text.len() < 3 {
-    return Err("text is too short".to_string());
-  }
-
-  if text.len() > plan.tts_max_character_length() {
-    return Err("text is too long".to_string());
-  }
-
-  if text.len() > MAX_TTS_LENGTH {
-    return Err("text is too long".to_string());
-  }
-
-  Ok(())
-}
-
-/// If the model is private, determine if the user can use the model.
-/// This is designed to fail closed (read: actually open!) rather than hit resources.
-async fn check_if_authorized_to_use_model(
-  maybe_user_session: Option<&UserSessionExtended>,
-  tts_model: &TtsModelForEnqueueInferenceMigrationWrapper,
-) -> bool {
-
-  match tts_model.creator_set_visibility() {
-    Visibility::Public => return true,
-    Visibility::Hidden => return true,
-    Visibility::Private => {} // Fall through
-  }
-
-  let is_authorized = maybe_user_session
-      .map(|session| {
-        (session.user_token.as_str() == tts_model.creator_user_token()) // is_author
-            || (session.role.can_ban_users) // is_mod
-            || (session.user_token.as_str() == USER_FAKEYOU_USER_TOKEN) // is allowed user #1
-            || (session.user_token.as_str() == USER_NEWS_STORY_USER_TOKEN) // is allowed user #2
-      })
-      .unwrap_or(false);
-
-  is_authorized
-}
-
-fn random_troll_text() -> &'static str {
-  let texts = [
-    "Fake You Dot Com. Use Fake You Dot Com. The website Fake You Dot Com has better voices. Use Fake You Dot Com.",
-    "Use Fake You Dot Com. Fake You Dot Com. Fake You Dot Com is way better.",
-    "Want better voices? Fake. You. Fake You Dot Com. Fake. Fake. Fake. You. You. You. Use Fake You Dot Com. Fake You Dot Com.",
-    r#"
-      You should use Fake You Dot Com. Fake You Dot Com has way better voices.
-      You can get everything you want from FakeYou dot com. One Oh One Sound Boards website is just using Fake You.
-      Use Fake You Dot Com. Fake You Dot Com. Fake You Dot com.
-      AAAAAAAAAAAAAEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEE
-    "#,
-    //"EEEEEEEEEEEEEEEEE",
-    //"One Oh One Soundboards is a shitty website. Use Fake You Dot Com instead.",
-    //r#"
-    //beep. beep. beep. beep. beep.
-    //May have installed a virus
-    //OOOOOOOOEEEEUUUUUOOAAAA
-    //Your device may be compromised
-    //EEEEEEEEEEEEEEEEIIIUUUUOOOAAAA
-    //Your location may be tracked by the advanced artificial intelligence.
-    //"#,
-  ];
-  let random = texts.choose(&mut rand::thread_rng());
-  random.map(|r| *r).unwrap_or(texts[0])
-}
-
-
-#[cfg(test)]
-mod tests {
-
-  mod rate_limiter_tests {
-    use crate::configs::app_startup::username_set::UsernameSet;
-    use crate::http_server::endpoints::tts::enqueue_infer_tts_handler::enqueue_infer_tts_handler::{get_rate_limiter_type, RateLimiterType};
-
-    fn build_username_set() -> UsernameSet {
-      UsernameSet::from_comma_separated("ai_streamer")
-    }
-
-    #[test]
-    fn test_logged_out() {
-      let rate_limiter = get_rate_limiter_type(None, &build_username_set(), false, false, false);
-      assert_eq!(rate_limiter, RateLimiterType::LoggedOut);
-    }
-
-    #[test]
-    fn test_logged_in() {
-      let username = Some("not_ai_streamer");
-      let rate_limiter = get_rate_limiter_type(username, &build_username_set(), false, false, false);
-      assert_eq!(rate_limiter, RateLimiterType::LoggedIn);
-    }
-
-    #[test]
-    fn test_ai_streamer() {
-      let username = Some("ai_streamer");
-      let rate_limiter = get_rate_limiter_type(username, &build_username_set(), false, false, false);
-      assert_eq!(rate_limiter, RateLimiterType::ApiAiStreamer);
-    }
-  }
+  })
 }
@@ -1,45 +0,0 @@
-use log::error;
-use sqlx::pool::PoolConnection;
-use sqlx::MySql;
-
-use errors::AnyhowResult;
-use migration::text_to_speech::get_tts_model_for_enqueue_inference_migration::{get_tts_model_for_enqueue_inference_migration, TtsModelForEnqueueInferenceMigrationWrapper};
-use redis_caching::redis_ttl_cache::RedisTtlCache;
-use redis_common::redis_cache_keys::RedisCacheKeys;
-
-// TODO: Read from in-memory TTS List cache first (!!!) for further performance savings
-
-pub async fn get_tts_model_with_caching(
-  model_token: &str,
-  redis_ttl_cache: &RedisTtlCache,
-  mysql_connection: &mut PoolConnection<MySql>,
-) -> AnyhowResult<Option<TtsModelForEnqueueInferenceMigrationWrapper>> {
-  // NB: Copy due to move. Not a cloned ref due to clippy lint
-  let model_token2 = model_token.to_string();
-
-  let get_tts_model = move || {
-    // NB: async closures are not yet stable in Rust, so we include an async block.
-    async move {
-      get_tts_model_for_enqueue_inference_migration(
-        &model_token2,
-        mysql_connection,
-        true,
-      ).await
-    }
-  };
-
-  let cache_key = RedisCacheKeys::get_tts_model_for_inference_migration_endpoint(model_token);
-
-  let mut redis_ttl_cache_connection = match redis_ttl_cache.get_connection() {
-    Ok(connection) => connection,
-    Err(err) => {
-      // NB: Fail open (potentially dangerous).
-      error!("Can't get redis cache: {:?}", err);
-      return get_tts_model().await;
-    }
-  };
-
-  redis_ttl_cache_connection.lazy_load_if_not_cached(&cache_key, move || {
-    get_tts_model()
-  }).await
-}
@@ -1,2 +1 @@
 pub mod enqueue_infer_tts_handler;
-pub mod get_tts_model_with_caching;
@@ -1,203 +0,0 @@
-// NB: Incrementally getting rid of build warnings...
-#![forbid(unused_imports)]
-#![forbid(unused_mut)]
-#![forbid(unused_variables)]
-
-use std::sync::Arc;
-
-use actix_web::{web, HttpRequest};
-use actix_web::web::Json;
-use log::warn;
-
-use crate::http_server::validations::validate_model_title::validate_model_title;
-use crate::http_server::common_responses::common_web_error::CommonWebError;
-use crate::state::server_state::ServerState;
-use config::bad_urls::is_bad_tts_model_download_url;
-use enums::by_table::generic_download_jobs::generic_download_type::GenericDownloadType;
-use enums::common::visibility::Visibility;
-use http_server_common::request::get_request_ip::get_request_ip;
-use mysql_queries::queries::generic_download::web::insert_generic_download_job::{insert_generic_download_job, InsertGenericDownloadJobArgs};
-use mysql_queries::queries::tts::tts_model_upload_jobs::insert_tts_model_upload_job::{insert_tts_model_upload_job, InsertTtsModelUploadJobArgs};
-
-#[derive(Deserialize, Copy, Clone)]
-pub enum SupportedTtsModelType {
-  #[serde(rename = "tacotron2")]
-  Tacotron2,
-
-  #[serde(rename = "vits")]
-  Vits,
-
-  // Not yet supported:
-  // /// glowtts
-  // GlowTts,
-  // /// glowtts-vocodes
-  // GlowTts_Vocodes,
-  // /// talknet
-  // Talknet,
-}
-
-#[derive(Deserialize)]
-pub struct UploadTtsModelRequest {
-  idempotency_token: String,
-  title: String,
-  download_url: String,
-  tts_model_type: Option<SupportedTtsModelType>,
-  creator_set_visibility: Option<Visibility>,
-}
-
-/// Tell the frontend how to deal with the download queue.
-#[derive(Serialize)]
-pub enum DownloadJobType {
-  /// Legacy TTS download job
-  #[serde(rename = "legacy_tts")]
-  LegacyTts,
-
-  /// Modern shared download type (everything will use this in the
-  /// future, and this endpoint will die.)
-  #[serde(rename = "generic")]
-  Generic,
-}
-
-#[derive(Serialize)]
-pub struct UploadTtsModelSuccessResponse {
-  pub success: bool,
-  /// This is how frontend clients can request the job execution status.
-  pub job_token: String,
-
-  /// This is a transitional field to tell the frontend how to process the job checking.
-  pub job_type: DownloadJobType,
-}
-// NB: Not using derive_more::Display since Clion doesn't understand it.
-pub async fn upload_tts_model_handler(
-  http_request: HttpRequest,
-  request: Json<UploadTtsModelRequest>,
-  server_state: web::Data<Arc<ServerState>>
-) -> Result<Json<UploadTtsModelSuccessResponse>, CommonWebError> {
-
-  if server_state.flags.disable_tts {
-    return Err(CommonWebError::TooManyRequests);
-  }
-  
-  if let Err(_err) = server_state.redis_rate_limiters.model_upload.rate_limit_request(&http_request).await {
-    return Err(CommonWebError::TooManyRequests);
-  }
-
-  let maybe_user_session = server_state
-    .session_checker
-    .maybe_get_user_session(&http_request, &server_state.mysql_pool)
-    .await
-    .map_err(|e| {
-      warn!("Session checker error: {:?}", e);
-      CommonWebError::from_error(e)
-    })?;
-
-  let user_session = match maybe_user_session {
-    Some(session) => session,
-    None => {
-      warn!("not logged in");
-      return Err(CommonWebError::NotAuthorized);
-    }
-  };
-
-  if let Err(reason) = validate_idempotency_token(&request.idempotency_token) {
-    return Err(CommonWebError::BadInputWithSimpleMessage(reason));
-  }
-
-  if let Err(reason) = validate_model_title(&request.title) {
-    return Err(CommonWebError::BadInputWithSimpleMessage(reason));
-  }
-
-  let ip_address = get_request_ip(&http_request);
-
-  let uuid = request.idempotency_token.to_string();
-  let title = request.title.trim().to_string();
-  let download_url = request.download_url.to_string();
-
-  match is_bad_tts_model_download_url(&download_url) {
-    Ok(false) => {} // Ok case
-    Ok(true) => {
-      return Err(CommonWebError::BadInputWithSimpleMessage("Bad model download URL".to_string()));
-    }
-    Err(err) => {
-      warn!("Error parsing url: {:?}", err);
-      return Err(CommonWebError::BadInputWithSimpleMessage("Bad model download URL".to_string()));
-    }
-  }
-
-  let supported_tts_model_type = request.tts_model_type
-      .unwrap_or(SupportedTtsModelType::Tacotron2);
-
-  let job_token ;
-  let download_job_type;
-
-  match supported_tts_model_type {
-    SupportedTtsModelType::Tacotron2 => {
-      // NB: This is the legacy upload path. In the future, all TT2 models should be generic uploads.
-
-      // This token is returned to the client.
-      let maybe_new_job_token = insert_tts_model_upload_job(InsertTtsModelUploadJobArgs {
-        uuid: &uuid,
-        creator_user_token: user_session.user_token.as_str(),
-        creator_ip_address: &ip_address,
-        creator_set_visibility: "public", // TODO: Creator set preference.
-        title: &title,
-        tts_model_type: "tacotron2",
-        download_url: &download_url,
-        mysql_pool: &server_state.mysql_pool,
-      }).await;
-
-      job_token = match maybe_new_job_token {
-        Ok(token) => token,
-        Err(err) => {
-          warn!("Error inserting new job record: {:?}", err);
-          return Err(CommonWebError::from_anyhow_error(err));
-        }
-      };
-      download_job_type = DownloadJobType::LegacyTts;
-    }
-    SupportedTtsModelType::Vits => {
-      // NB: This is the new upload path. In the future, all models should use this path.
-      // When that's done, the code can be simplified.
-      // **ACTUALLY**, all future downloads should use the generic download job endpoint instead of this one!
-      let (download_job_token, _record_id)= insert_generic_download_job(InsertGenericDownloadJobArgs {
-        uuid_idempotency_token: &uuid,
-        download_type: GenericDownloadType::Vits,
-        download_url: &download_url,
-        title: &title,
-        creator_user_token: user_session.user_token.as_str(),
-        creator_ip_address: &ip_address,
-        creator_set_visibility: Visibility::Public, // TODO: Creator set preference
-        mysql_pool: &server_state.mysql_pool,
-      })
-          .await
-          .map_err(|err| {
-            warn!("New generic download creation DB error (for TTS model): {:?}", err);
-            CommonWebError::from_anyhow_error(err)
-          })?;
-
-      job_token = download_job_token.to_string();
-      download_job_type = DownloadJobType::Generic;
-    }
-  }
-
-  server_state.firehose_publisher.enqueue_tts_model_upload(user_session.user_token.as_str(), &job_token)
-      .await
-      .map_err(|e| {
-        warn!("error publishing event: {:?}", e);
-        CommonWebError::from_anyhow_error(e)
-      })?;
-
-  Ok(Json(UploadTtsModelSuccessResponse {
-    success: true,
-    job_token: job_token.to_string(),
-    job_type: download_job_type,
-  }))
-}
-
-fn validate_idempotency_token(token: &str) -> Result<(), String> {
-  if token.len() != 36 {
-    return Err("idempotency token should be 36 characters".to_string());
-  }
-
-  Ok(())
-}
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Brandon Thomas	d0d17756fd	codegen	2026-07-06 16:11:16 -04:00
Brandon Thomas	84bf2d934e	executor	2026-07-06 16:10:56 -04:00
Brandon Thomas	aba271e413	combined query	2026-07-06 15:58:55 -04:00
Brandon Thomas	4fbe9f54e0	more cleanup (#1734 )	2026-07-04 11:53:00 -04:00
Brandon Thomas	e850022fe8	further cleanup (#1733 )	2026-07-04 11:43:49 -04:00
Brandon Thomas	1a528bba45	remove deprecated endpoints (#1732 )	2026-07-04 10:15:59 -04:00
Brandon Thomas	b625d5ff79	http header fields on alerts (#1731 )	2026-07-03 20:59:52 -04:00
Brandon Thomas	d8fd0bfe64	fix request logging (#1730 )	2026-07-03 16:07:00 -04:00
Brandon Thomas	3cc02ae7bf	admin dashboard spend (#1729 )	2026-07-03 04:52:28 -04:00
Brandon Thomas	2c943b61ab	improve media files user list query performance (#1728 )	2026-07-03 04:10:13 -04:00
Brandon Thomas	d92e6fc75c	add index to media_files to aid lookups (#1727 )	2026-07-03 03:55:53 -04:00
Brandon Thomas	c0ca274168	cleanup dead handlers (#1726 )	2026-07-03 03:08:59 -04:00
				`@@ -0,0 +1 @@`
				`pub mod moderator_list_top_spenders_handler;`