From 107d11f0f98d16506530893a492ceed844e596e8 Mon Sep 17 00:00:00 2001
From: Brandon Thomas <echelon@gmail.com>
Date: Sun, 12 Feb 2023 02:39:04 -0500
Subject: [PATCH] Analysis of paying subscribers

---
 _sql/analytics/tts/tts_models.sql             |  7 +++-
 .../analytics/users/paying_user_interests.sql | 38 +++++++++++++++++++
 ...ng_users.sql => paying_user_retention.sql} |  0
 3 files changed, 43 insertions(+), 2 deletions(-)
 create mode 100644 _sql/analytics/users/paying_user_interests.sql
 rename _sql/analytics/users/{paying_users.sql => paying_user_retention.sql} (100%)

diff --git a/_sql/analytics/tts/tts_models.sql b/_sql/analytics/tts/tts_models.sql
index a8dd045b89..354d3eb820 100644
--- a/_sql/analytics/tts/tts_models.sql
+++ b/_sql/analytics/tts/tts_models.sql
@@ -48,11 +48,14 @@ select
     m.ietf_language_tag,
     m.title,
     u.username,
-    r.use_count
+    r.use_count,
+    m.created_at,
+    m.user_deleted_at,
+    m.mod_deleted_at
 from (
     select model_token, count(*) as use_count
     from tts_results
-    where created_at > ( CURDATE() - INTERVAL 5 DAY )
+    where created_at > ( CURDATE() - INTERVAL 12 HOUR )
     group by model_token
 ) as r
     join tts_models as m
diff --git a/_sql/analytics/users/paying_user_interests.sql b/_sql/analytics/users/paying_user_interests.sql
new file mode 100644
index 0000000000..efae76a312
--- /dev/null
+++ b/_sql/analytics/users/paying_user_interests.sql
@@ -0,0 +1,38 @@
+-- noinspection SqlDialectInspectionForFile
+-- noinspection SqlNoDataSourceInspectionForFile
+-- noinspection SqlResolveForFile
+
+-- The most popular models amongst paying subscribers.
+-- This should give us insight as to which models subscribers pay us for.
+SELECT *
+FROM (
+         SELECT
+             t.token,
+             t.title,
+             count(*) as use_count,
+             t.text_pipeline_type,
+             t.ietf_language_tag,
+             t.created_at,
+             t.user_deleted_at,
+             t.mod_deleted_at
+         FROM
+             tts_inference_jobs as j
+                 JOIN
+             tts_models as t
+             ON
+                     t.token = j.model_token
+         WHERE j.maybe_creator_user_token IN
+               (
+                   select distinct user_token
+                   from user_subscriptions
+               )
+           AND
+                 j.created_at > ( CURDATE() - INTERVAL 1 MONTH )
+         GROUP BY t.token
+         ORDER BY use_count DESC
+     ) as x
+     WHERE
+        x.use_count > 10;
+
+
+
diff --git a/_sql/analytics/users/paying_users.sql b/_sql/analytics/users/paying_user_retention.sql
similarity index 100%
rename from _sql/analytics/users/paying_users.sql
rename to _sql/analytics/users/paying_user_retention.sql