forked from phoenix/litellm-mirror
fix create script for pre-creating views
This commit is contained in:
Ishaan Jaff
parent
3bf6589fab
commit
7ff7028885
1 changed files with 232 additions and 0 deletions
232
litellm/proxy/db/create_views.py
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232
litellm/proxy/db/create_views.py
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"""
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python script to pre-create all views required by LiteLLM Proxy Server
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"""
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import asyncio
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import os
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# Enter your DATABASE_URL here
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os.environ["DATABASE_URL"] = "postgresql://xxxxxxx"
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from prisma import Prisma
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db = Prisma()
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async def check_view_exists():
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"""
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Checks if the LiteLLM_VerificationTokenView and MonthlyGlobalSpend exists in the user's db.
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LiteLLM_VerificationTokenView: This view is used for getting the token + team data in user_api_key_auth
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MonthlyGlobalSpend: This view is used for the admin view to see global spend for this month
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If the view doesn't exist, one will be created.
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"""
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# connect to dB
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await db.connect()
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# Check to see if all of the necessary views exist and if they do, simply return
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# This is more efficient because it lets us check for all views in one
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# query instead of multiple queries.
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try:
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ret = await db.query_raw(
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"""
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SELECT SUM(1) FROM pg_views
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WHERE schemaname = 'public' AND viewname IN (
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'LiteLLM_VerificationTokenView',
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'MonthlyGlobalSpend',
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'Last30dKeysBySpend',
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'Last30dModelsBySpend',
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'MonthlyGlobalSpendPerKey',
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'MonthlyGlobalSpendPerUserPerKey',
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'Last30dTopEndUsersSpend'
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)
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"""
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)
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if ret[0]["sum"] == 8:
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print("All necessary views exist!") # noqa
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return
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except Exception:
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pass
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try:
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# Try to select one row from the view
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await db.query_raw("""SELECT 1 FROM "LiteLLM_VerificationTokenView" LIMIT 1""")
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print("LiteLLM_VerificationTokenView Exists!") # noqa
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except Exception as e:
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# If an error occurs, the view does not exist, so create it
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await db.execute_raw(
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"""
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CREATE VIEW "LiteLLM_VerificationTokenView" AS
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SELECT
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v.*,
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t.spend AS team_spend,
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t.max_budget AS team_max_budget,
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t.tpm_limit AS team_tpm_limit,
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t.rpm_limit AS team_rpm_limit
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FROM "LiteLLM_VerificationToken" v
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LEFT JOIN "LiteLLM_TeamTable" t ON v.team_id = t.team_id;
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"""
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)
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print("LiteLLM_VerificationTokenView Created!") # noqa
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try:
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await db.query_raw("""SELECT 1 FROM "MonthlyGlobalSpend" LIMIT 1""")
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print("MonthlyGlobalSpend Exists!") # noqa
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except Exception as e:
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sql_query = """
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CREATE OR REPLACE VIEW "MonthlyGlobalSpend" AS
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SELECT
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DATE("startTime") AS date,
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SUM("spend") AS spend
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FROM
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"LiteLLM_SpendLogs"
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WHERE
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"startTime" >= (CURRENT_DATE - INTERVAL '30 days')
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GROUP BY
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DATE("startTime");
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"""
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await db.execute_raw(query=sql_query)
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print("MonthlyGlobalSpend Created!") # noqa
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try:
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await db.query_raw("""SELECT 1 FROM "Last30dKeysBySpend" LIMIT 1""")
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print("Last30dKeysBySpend Exists!") # noqa
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except Exception as e:
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sql_query = """
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CREATE OR REPLACE VIEW "Last30dKeysBySpend" AS
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SELECT
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L."api_key",
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V."key_alias",
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V."key_name",
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SUM(L."spend") AS total_spend
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FROM
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"LiteLLM_SpendLogs" L
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LEFT JOIN
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"LiteLLM_VerificationToken" V
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ON
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L."api_key" = V."token"
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WHERE
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L."startTime" >= (CURRENT_DATE - INTERVAL '30 days')
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GROUP BY
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L."api_key", V."key_alias", V."key_name"
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ORDER BY
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total_spend DESC;
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"""
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await db.execute_raw(query=sql_query)
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print("Last30dKeysBySpend Created!") # noqa
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try:
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await db.query_raw("""SELECT 1 FROM "Last30dModelsBySpend" LIMIT 1""")
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print("Last30dModelsBySpend Exists!") # noqa
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except Exception as e:
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sql_query = """
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CREATE OR REPLACE VIEW "Last30dModelsBySpend" AS
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SELECT
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"model",
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SUM("spend") AS total_spend
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FROM
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"LiteLLM_SpendLogs"
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WHERE
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"startTime" >= (CURRENT_DATE - INTERVAL '30 days')
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AND "model" != ''
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GROUP BY
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"model"
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ORDER BY
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total_spend DESC;
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"""
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await db.execute_raw(query=sql_query)
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print("Last30dModelsBySpend Created!") # noqa
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try:
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await db.query_raw("""SELECT 1 FROM "MonthlyGlobalSpendPerKey" LIMIT 1""")
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print("MonthlyGlobalSpendPerKey Exists!") # noqa
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except Exception as e:
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sql_query = """
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CREATE OR REPLACE VIEW "MonthlyGlobalSpendPerKey" AS
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SELECT
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DATE("startTime") AS date,
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SUM("spend") AS spend,
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api_key as api_key
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FROM
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"LiteLLM_SpendLogs"
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WHERE
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"startTime" >= (CURRENT_DATE - INTERVAL '30 days')
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GROUP BY
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DATE("startTime"),
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api_key;
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"""
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await db.execute_raw(query=sql_query)
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print("MonthlyGlobalSpendPerKey Created!") # noqa
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try:
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await db.query_raw(
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"""SELECT 1 FROM "MonthlyGlobalSpendPerUserPerKey" LIMIT 1"""
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)
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print("MonthlyGlobalSpendPerUserPerKey Exists!") # noqa
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except Exception as e:
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sql_query = """
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CREATE OR REPLACE VIEW "MonthlyGlobalSpendPerUserPerKey" AS
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SELECT
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DATE("startTime") AS date,
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SUM("spend") AS spend,
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api_key as api_key,
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"user" as "user"
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FROM
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"LiteLLM_SpendLogs"
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WHERE
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"startTime" >= (CURRENT_DATE - INTERVAL '20 days')
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GROUP BY
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DATE("startTime"),
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"user",
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api_key;
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"""
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await db.execute_raw(query=sql_query)
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print("MonthlyGlobalSpendPerUserPerKey Created!") # noqa
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try:
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await db.query_raw("""SELECT 1 FROM "DailyTagSpend" LIMIT 1""")
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print("DailyTagSpend Exists!") # noqa
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except Exception as e:
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sql_query = """
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CREATE OR REPLACE VIEW DailyTagSpend AS
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SELECT
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jsonb_array_elements_text(request_tags) AS individual_request_tag,
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DATE(s."startTime") AS spend_date,
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COUNT(*) AS log_count,
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SUM(spend) AS total_spend
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FROM "LiteLLM_SpendLogs" s
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GROUP BY individual_request_tag, DATE(s."startTime");
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"""
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await db.execute_raw(query=sql_query)
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print("DailyTagSpend Created!") # noqa
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try:
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await db.query_raw("""SELECT 1 FROM "Last30dTopEndUsersSpend" LIMIT 1""")
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print("Last30dTopEndUsersSpend Exists!") # noqa
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except Exception as e:
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sql_query = """
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CREATE VIEW "Last30dTopEndUsersSpend" AS
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SELECT end_user, COUNT(*) AS total_events, SUM(spend) AS total_spend
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FROM "LiteLLM_SpendLogs"
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WHERE end_user <> '' AND end_user <> user
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AND "startTime" >= CURRENT_DATE - INTERVAL '30 days'
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GROUP BY end_user
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ORDER BY total_spend DESC
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LIMIT 100;
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"""
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await db.execute_raw(query=sql_query)
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print("Last30dTopEndUsersSpend Created!") # noqa
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return
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asyncio.run(check_view_exists())
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