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## Description AI Gateway computes the cost of an interception from `ai_model_prices`, which is seeded on every server start from a price book embedded in the binary. A model the price book does not cover records a NULL cost, so its spend is invisible to cost reporting and is not enforced against budgets. The only fix was to wait for a Coder release that added the model. This adds an experimental CLI, backed by an experimental HTTP endpoint, for pricing those models. Models the price book already covers are rejected, because the seeder re-applies the book on every start and would overwrite an operator price. Support for custom pricing will be handled in https://linear.app/codercom/issue/AIGOV-589/extend-experimental-cli-command-to-set-custom-ai-model-prices. ## Commands ``` coder exp ai-model-prices list [--provider] [--model] coder exp ai-model-prices update [file|-] [--provider] [--model] [--input-price] [--output-price] [--cache-read-price] [--cache-write-price] [--yes] ``` ## Changes - Add `GET` and `POST /api/experimental/ai/model-prices`, gated behind the AI Bridge entitlement and the existing `ai_model_price` RBAC resource. - Add a `GetAIModelPrices` query with optional `provider` and `model` filters applied in SQL. - Validate the whole request before writing anything, so one bad entry cannot leave the table half updated, and report every problem at once. - Reject prices for models the embedded price book already covers, through a new `prices.IsDefaultPriced`. - Add the `coder exp ai-model-prices` command with `list` and `update`. `update` accepts a JSON document or the single-model flags and prints a plan, asking to confirm unless the document is piped in or `--yes` is passed. - Consolidate the supported provider list into `coderd/aibridge/prices/providers` so the price generator and the server share one definition. - Add `codersdk` types and client methods for both endpoints, and bound the request body at 1 MiB. - Document the command in the AI Gateway cost controls page. Closes https://linear.app/codercom/issue/AIGOV-567/experimental-cli-command-to-set-prices-for-unpriced-ai-models > [!NOTE] > Initially generated by Claude Opus 5, modified and reviewed by @ssncferreira
456 lines
19 KiB
SQL
456 lines
19 KiB
SQL
-- name: UpsertAIModelPrices :exec
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-- Upsert a batch of (provider, model) rows from a JSON array. Each element
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-- must have provider, model, and the four price fields; null prices are
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-- written as SQL NULL.
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-- A conflicting row is only rewritten when a price differs, so updated_at
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-- records when a price last changed. Prices are nullable and a NULL on
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-- either side counts as a difference.
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INSERT INTO ai_model_prices (
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provider, model, input_price, output_price, cache_read_price, cache_write_price
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)
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SELECT
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elem->>'provider',
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elem->>'model',
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(elem->>'input_price')::bigint,
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(elem->>'output_price')::bigint,
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(elem->>'cache_read_price')::bigint,
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(elem->>'cache_write_price')::bigint
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FROM jsonb_array_elements(@seed::jsonb) AS elem
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ON CONFLICT (provider, model) DO UPDATE SET
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input_price = EXCLUDED.input_price,
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output_price = EXCLUDED.output_price,
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cache_read_price = EXCLUDED.cache_read_price,
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cache_write_price = EXCLUDED.cache_write_price,
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updated_at = NOW()
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WHERE (
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ai_model_prices.input_price,
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ai_model_prices.output_price,
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ai_model_prices.cache_read_price,
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ai_model_prices.cache_write_price
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) IS DISTINCT FROM (
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EXCLUDED.input_price,
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EXCLUDED.output_price,
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EXCLUDED.cache_read_price,
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EXCLUDED.cache_write_price
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);
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-- name: GetAIModelPriceByProviderModel :one
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SELECT *
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FROM ai_model_prices
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WHERE provider = @provider AND model = @model;
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-- name: GetAIModelPrices :many
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SELECT *
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FROM ai_model_prices
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-- Filter by provider
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WHERE CASE
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WHEN @provider::text != '' THEN
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provider = @provider
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ELSE true
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END
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-- Filter by model
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AND CASE
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WHEN @model::text != '' THEN
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model = @model
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ELSE true
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END
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ORDER BY provider, model;
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-- name: GetGroupAIBudget :one
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SELECT *
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FROM group_ai_budgets
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WHERE group_id = @group_id;
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-- name: UpsertGroupAIBudget :one
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INSERT INTO group_ai_budgets (group_id, spend_limit_micros)
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VALUES (@group_id, @spend_limit_micros)
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ON CONFLICT (group_id) DO UPDATE SET
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spend_limit_micros = EXCLUDED.spend_limit_micros,
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updated_at = NOW()
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RETURNING *;
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-- name: DeleteGroupAIBudget :one
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DELETE FROM group_ai_budgets WHERE group_id = @group_id RETURNING *;
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-- name: GetUserAIBudgetOverride :one
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SELECT *
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FROM user_ai_budget_overrides
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WHERE user_id = @user_id;
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-- name: UpsertUserAIBudgetOverride :one
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INSERT INTO user_ai_budget_overrides (user_id, group_id, spend_limit_micros)
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VALUES (@user_id, @group_id, @spend_limit_micros)
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ON CONFLICT (user_id) DO UPDATE SET
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group_id = EXCLUDED.group_id,
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spend_limit_micros = EXCLUDED.spend_limit_micros,
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updated_at = NOW()
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RETURNING *;
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-- name: DeleteUserAIBudgetOverride :one
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DELETE FROM user_ai_budget_overrides WHERE user_id = @user_id RETURNING *;
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-- name: GetHighestGroupAIBudgetByUser :one
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-- Returns the highest group AI budget across the groups the user belongs to,
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-- breaking ties by the earliest organization membership. Implements the
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-- "highest" budget policy. group_members_expanded is a UNION of group_members
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-- and organization_members, so the implicit "Everyone" group
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-- (group_id == organization_id) is included. Returns no rows when the user has
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-- no budgeted groups. Callers should treat sql.ErrNoRows as "no group budget".
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SELECT
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budget.group_id,
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budget.spend_limit_micros
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FROM group_ai_budgets budget
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JOIN group_members_expanded member ON member.group_id = budget.group_id
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JOIN organizations ON organizations.id = member.organization_id
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JOIN organization_members
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ON organization_members.user_id = member.user_id
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AND organization_members.organization_id = member.organization_id
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WHERE member.user_id = @user_id
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AND organizations.deleted = false
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ORDER BY
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budget.spend_limit_micros DESC, -- highest wins
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organization_members.created_at ASC, -- earliest organization membership
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budget.group_id ASC -- deterministic tiebreak
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LIMIT 1;
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-- name: GetUserEveryoneFallbackGroup :one
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-- Returns the "Everyone" group (id == organization_id) to attribute a user's
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-- spend to when no override or budgeted group applies. Prefers the default org,
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-- then the earliest organization membership. Returns no rows when the user has
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-- no organization membership.
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SELECT organizations.id AS group_id
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FROM organization_members
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JOIN organizations ON organizations.id = organization_members.organization_id
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WHERE organization_members.user_id = @user_id
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AND organizations.deleted = false
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ORDER BY
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organizations.is_default DESC, -- prefer the default org
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organization_members.created_at ASC, -- earliest organization membership
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organizations.id ASC -- deterministic tiebreak
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LIMIT 1;
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-- name: IncrementUserAIDailySpend :one
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-- Adds cost_micros to the spend for (user_id, effective_group_id, day).
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-- The day parameter is normalized to its UTC calendar day before storage.
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INSERT INTO ai_user_daily_spend (user_id, effective_group_id, day, spend_micros)
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VALUES (@user_id, @effective_group_id, ((@day::timestamptz) AT TIME ZONE 'UTC')::date, @cost_micros)
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ON CONFLICT (user_id, effective_group_id, day) DO UPDATE SET
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spend_micros = ai_user_daily_spend.spend_micros + EXCLUDED.spend_micros
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RETURNING *;
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-- name: GetUserAISpendSince :one
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-- Total spend for (user_id, effective_group_id) on or after period_start until NOW.
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-- The period_start parameter is normalized to its UTC calendar day.
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SELECT
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@user_id::uuid AS user_id,
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@effective_group_id::uuid AS effective_group_id,
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((@period_start::timestamptz) AT TIME ZONE 'UTC')::date AS period_start,
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COALESCE(SUM(spend_micros), 0)::BIGINT AS spend_micros
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FROM ai_user_daily_spend
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WHERE user_id = @user_id
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AND effective_group_id = @effective_group_id
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AND day >= ((@period_start::timestamptz) AT TIME ZONE 'UTC')::date;
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-- name: GetOrganizationGroupsAISpend :many
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-- Returns AI spend limits and aggregate spend for groups in @group_ids that
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-- belong to @organization_id, on or after period_start until NOW.
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-- spend_limit_micros is the per-member limit, null when the group has no budget.
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-- total_spend_limit_micros is the combined budget of the members attributed to
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-- the group, with each member's override replacing their share. It is null when
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-- the group has no budget.
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-- The period_start parameter is normalized to its UTC calendar day.
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-- TODO(AIGOV-527): unify effective group resolution in a single place.
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WITH queried_groups AS (
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-- The requested groups that belong to the queried organization.
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SELECT groups.id, groups.organization_id
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FROM groups
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WHERE groups.organization_id = @organization_id
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AND groups.id = ANY(@group_ids::uuid[])
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),
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candidate_users AS (
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-- Members of the queried groups. Uses group_members_expanded so the implicit
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-- Everyone group counts.
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SELECT DISTINCT member.user_id
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FROM group_members_expanded member
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WHERE member.group_id IN (SELECT id FROM queried_groups)
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),
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user_highest_group AS (
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-- Per user, the highest-limit group they belong to. Uses
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-- group_members_expanded so the implicit Everyone group counts.
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SELECT DISTINCT ON (member.user_id)
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member.user_id,
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budget.group_id,
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budget.spend_limit_micros
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FROM group_ai_budgets budget
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JOIN group_members_expanded member ON member.group_id = budget.group_id
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JOIN organizations ON organizations.id = member.organization_id
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JOIN organization_members
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ON organization_members.user_id = member.user_id
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AND organization_members.organization_id = member.organization_id
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WHERE member.user_id IN (SELECT user_id FROM candidate_users)
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AND organizations.deleted = false
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ORDER BY member.user_id, budget.spend_limit_micros DESC, organization_members.created_at ASC, budget.group_id ASC
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),
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effective AS (
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-- Effective budget group per user: an override wins over the highest-limit
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-- group they belong to. Users with neither are left out, since the group they
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-- fall back to has no budget and reports null.
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SELECT
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candidate_users.user_id,
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COALESCE(override.group_id, user_highest_group.group_id) AS effective_group_id,
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override.spend_limit_micros AS override_limit_micros
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FROM candidate_users
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LEFT JOIN user_ai_budget_overrides override ON override.user_id = candidate_users.user_id
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LEFT JOIN user_highest_group ON user_highest_group.user_id = candidate_users.user_id
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),
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group_limits AS (
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-- Per attributed group, how many members take the group's own limit and the
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-- combined limit of those carrying an override.
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SELECT
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effective.effective_group_id AS group_id,
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count(*) FILTER (WHERE effective.override_limit_micros IS NULL) AS plain_member_count,
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COALESCE(SUM(effective.override_limit_micros), 0)::BIGINT AS override_limit_sum
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FROM effective
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WHERE effective.effective_group_id IS NOT NULL
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GROUP BY effective.effective_group_id
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),
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group_totals AS (
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-- Combined limit per budgeted group, counting members with no override at the
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-- group's own limit and adding the overrides on top. Unbudgeted groups are
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-- absent here, so the join below leaves their total null.
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SELECT
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queried_groups.id AS group_id,
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(budget.spend_limit_micros * COALESCE(group_limits.plain_member_count, 0)
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+ COALESCE(group_limits.override_limit_sum, 0))::BIGINT AS total_spend_limit_micros
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FROM queried_groups
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JOIN group_ai_budgets budget ON budget.group_id = queried_groups.id
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LEFT JOIN group_limits ON group_limits.group_id = queried_groups.id
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),
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group_spend AS (
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-- Spend per queried group over the period.
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SELECT
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spend.effective_group_id AS group_id,
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COALESCE(SUM(spend.spend_micros), 0)::BIGINT AS current_spend_micros
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FROM ai_user_daily_spend spend
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WHERE spend.effective_group_id IN (SELECT id FROM queried_groups)
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AND spend.day >= ((@period_start::timestamptz) AT TIME ZONE 'UTC')::date
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GROUP BY spend.effective_group_id
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)
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SELECT
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queried_groups.id AS group_id,
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queried_groups.organization_id AS organization_id,
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budget.spend_limit_micros AS spend_limit_micros,
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group_totals.total_spend_limit_micros AS total_spend_limit_micros,
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COALESCE(group_spend.current_spend_micros, 0)::BIGINT AS current_spend_micros
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FROM queried_groups
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LEFT JOIN group_ai_budgets budget ON budget.group_id = queried_groups.id
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LEFT JOIN group_totals ON group_totals.group_id = queried_groups.id
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LEFT JOIN group_spend ON group_spend.group_id = queried_groups.id
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ORDER BY queried_groups.id;
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-- name: GetGroupMembersAISpend :many
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-- Returns each user's AI spend attributed to the queried group, on or after
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-- period_start until NOW. Only current members of the queried group are
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-- returned. spend_limit_micros and limit_source are populated only when the
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-- queried group is the user's effective budget source. The effective group
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-- falls back to the Everyone group, and effective_group_id is null only when
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-- that group belongs to a different organization than the queried group.
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-- The period_start parameter is normalized to its UTC calendar day.
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-- TODO(AIGOV-527): unify effective group resolution in a single place.
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WITH queried_group AS (
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-- The queried group's org, used to detect cross-org effective groups.
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SELECT organization_id
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FROM groups
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WHERE id = @group_id
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),
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filtered_users AS (
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-- Users from @user_ids that are members of the queried group. Uses
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-- group_members_expanded so the implicit Everyone group counts.
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SELECT DISTINCT user_id
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FROM group_members_expanded
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WHERE group_id = @group_id
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AND user_id = ANY(@user_ids::uuid[])
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),
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user_highest_group AS (
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-- Per user, the highest-limit group they belong to. Uses
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-- group_members_expanded so the implicit Everyone group counts.
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SELECT DISTINCT ON (member.user_id)
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member.user_id,
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budget.group_id,
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budget.spend_limit_micros
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FROM group_ai_budgets budget
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JOIN group_members_expanded member ON member.group_id = budget.group_id
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JOIN organizations ON organizations.id = member.organization_id
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JOIN organization_members
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ON organization_members.user_id = member.user_id
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AND organization_members.organization_id = member.organization_id
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WHERE member.user_id IN (SELECT user_id FROM filtered_users)
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AND organizations.deleted = false
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ORDER BY member.user_id, budget.spend_limit_micros DESC, organization_members.created_at ASC, budget.group_id ASC
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),
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user_fallback_group AS (
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-- Per user, the Everyone group to fall back to when no override or budgeted
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-- group applies. The Everyone group has id == organization_id. Prefers the
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-- default org, then the earliest organization membership.
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SELECT DISTINCT ON (organization_members.user_id)
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organization_members.user_id,
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organizations.id AS group_id
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FROM organization_members
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JOIN organizations ON organizations.id = organization_members.organization_id
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WHERE organization_members.user_id IN (SELECT user_id FROM filtered_users)
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AND organizations.deleted = false
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ORDER BY organization_members.user_id, organizations.is_default DESC, organization_members.created_at ASC, organizations.id ASC
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),
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effective AS (
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-- Effective budget per user: a per-user override wins over the highest-limit
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-- group, which wins over the Everyone group fallback.
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SELECT
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filtered_users.user_id,
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COALESCE(override.group_id, user_highest_group.group_id, user_fallback_group.group_id) AS raw_effective_group_id,
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COALESCE(override.spend_limit_micros, user_highest_group.spend_limit_micros) AS spend_limit_micros,
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(CASE
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WHEN override.group_id IS NOT NULL THEN 'user_override'
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WHEN user_highest_group.group_id IS NOT NULL THEN 'group'
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END)::text AS limit_source
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FROM filtered_users
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LEFT JOIN user_ai_budget_overrides override ON override.user_id = filtered_users.user_id
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LEFT JOIN user_highest_group ON user_highest_group.user_id = filtered_users.user_id
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LEFT JOIN user_fallback_group ON user_fallback_group.user_id = filtered_users.user_id
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),
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applied_budget AS (
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-- The limit and source only for users whose effective budget source is the
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-- queried group.
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SELECT user_id, spend_limit_micros, limit_source
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FROM effective
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WHERE raw_effective_group_id = @group_id
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)
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-- Spend is aggregated for the queried group, not the user's effective group.
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SELECT
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effective.user_id,
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queried_group.organization_id,
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effective_group.id AS effective_group_id,
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applied_budget.spend_limit_micros,
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applied_budget.limit_source,
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COALESCE(SUM(spend.spend_micros), 0)::BIGINT AS group_spend_micros
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FROM effective
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CROSS JOIN queried_group
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LEFT JOIN groups effective_group
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ON effective_group.id = effective.raw_effective_group_id
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AND effective_group.organization_id = queried_group.organization_id
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-- A LEFT JOIN leaves spend_limit_micros and limit_source null for users
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-- whose effective budget source is not the queried group.
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LEFT JOIN applied_budget ON applied_budget.user_id = effective.user_id
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LEFT JOIN ai_user_daily_spend spend
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ON spend.user_id = effective.user_id
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AND spend.effective_group_id = @group_id
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AND spend.day >= ((@period_start::timestamptz) AT TIME ZONE 'UTC')::date
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GROUP BY
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effective.user_id,
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queried_group.organization_id,
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effective_group.id,
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applied_budget.spend_limit_micros,
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applied_budget.limit_source
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ORDER BY effective.user_id;
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-- name: GetOverBudgetUsersPerGroup :many
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-- Returns, per effective group, the number of users at or over their spend
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-- limit since period_start. Only users with an enforceable limit (override or
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-- budgeted group) count, and the unlimited Everyone fallback does not.
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-- TODO(AIGOV-527): unify effective group resolution in a single place.
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WITH budgeted_users AS (
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-- Users with an override or membership in a budgeted group.
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SELECT user_id FROM user_ai_budget_overrides
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UNION
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SELECT DISTINCT member.user_id
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FROM group_ai_budgets budget
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JOIN group_members_expanded member ON member.group_id = budget.group_id
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),
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user_highest_group AS (
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-- Per user, their highest-limit group ("highest" budget policy).
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SELECT DISTINCT ON (member.user_id)
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member.user_id,
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budget.group_id,
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budget.spend_limit_micros
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FROM group_ai_budgets budget
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JOIN group_members_expanded member ON member.group_id = budget.group_id
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JOIN organizations ON organizations.id = member.organization_id
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JOIN organization_members
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ON organization_members.user_id = member.user_id
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AND organization_members.organization_id = member.organization_id
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WHERE member.user_id IN (SELECT user_id FROM budgeted_users)
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AND organizations.deleted = false
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ORDER BY member.user_id, budget.spend_limit_micros DESC, organization_members.created_at ASC, budget.group_id ASC
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),
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effective AS (
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-- An override wins over the highest-limit group, and users with neither drop.
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SELECT
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budgeted_users.user_id,
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COALESCE(override.group_id, user_highest_group.group_id) AS effective_group_id,
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COALESCE(override.spend_limit_micros, user_highest_group.spend_limit_micros) AS spend_limit_micros
|
|
FROM budgeted_users
|
|
LEFT JOIN user_ai_budget_overrides override ON override.user_id = budgeted_users.user_id
|
|
LEFT JOIN user_highest_group ON user_highest_group.user_id = budgeted_users.user_id
|
|
WHERE COALESCE(override.group_id, user_highest_group.group_id) IS NOT NULL
|
|
),
|
|
user_spend AS (
|
|
-- Each user's spend against their effective group since period_start.
|
|
SELECT
|
|
effective.user_id,
|
|
effective.effective_group_id,
|
|
effective.spend_limit_micros,
|
|
COALESCE(SUM(spend.spend_micros), 0)::BIGINT AS current_spend_micros
|
|
FROM effective
|
|
LEFT JOIN ai_user_daily_spend spend
|
|
ON spend.user_id = effective.user_id
|
|
AND spend.effective_group_id = effective.effective_group_id
|
|
AND spend.day >= ((@period_start::timestamptz) AT TIME ZONE 'UTC')::date
|
|
GROUP BY effective.user_id, effective.effective_group_id, effective.spend_limit_micros
|
|
)
|
|
SELECT
|
|
effective_group_id AS group_id,
|
|
COUNT(*)::BIGINT AS over_budget_users
|
|
FROM user_spend
|
|
WHERE current_spend_micros >= spend_limit_micros
|
|
GROUP BY effective_group_id
|
|
ORDER BY effective_group_id;
|
|
|
|
-- name: ExportOrganizationAISpend :many
|
|
-- Returns per-user, per-group, per-model, per-provider aggregated AI spend for
|
|
-- @organization_id over the [period_start, period_end) window. Spend is
|
|
-- attributed through the token usage's effective group, and rows are bucketed
|
|
-- by the token usage created_at, matching how ai_user_daily_spend is derived.
|
|
SELECT
|
|
ai.initiator_id AS user_id,
|
|
users.username AS username,
|
|
tu.effective_group_id AS group_id,
|
|
groups.name AS group_name,
|
|
groups.organization_id AS organization_id,
|
|
organizations.name AS organization_name,
|
|
ai.model AS model,
|
|
ai.provider AS provider,
|
|
ai.provider_name AS provider_name,
|
|
COALESCE(SUM(tu.input_tokens), 0)::BIGINT AS input_tokens,
|
|
COALESCE(SUM(tu.output_tokens), 0)::BIGINT AS output_tokens,
|
|
COALESCE(SUM(tu.cache_read_input_tokens), 0)::BIGINT AS cache_read_tokens,
|
|
COALESCE(SUM(tu.cache_write_input_tokens), 0)::BIGINT AS cache_write_tokens,
|
|
COALESCE(SUM(tu.cost_micros), 0)::BIGINT AS cost_micros
|
|
FROM aibridge_token_usages tu
|
|
JOIN aibridge_interceptions ai ON ai.id = tu.interception_id
|
|
JOIN users ON users.id = ai.initiator_id
|
|
JOIN groups ON groups.id = tu.effective_group_id
|
|
JOIN organizations ON organizations.id = groups.organization_id
|
|
WHERE groups.organization_id = @organization_id
|
|
AND tu.created_at >= @period_start::timestamptz
|
|
AND tu.created_at < @period_end::timestamptz
|
|
GROUP BY
|
|
ai.initiator_id,
|
|
users.username,
|
|
tu.effective_group_id,
|
|
groups.name,
|
|
groups.organization_id,
|
|
organizations.name,
|
|
ai.model,
|
|
ai.provider,
|
|
ai.provider_name
|
|
ORDER BY ai.initiator_id, tu.effective_group_id, ai.provider, ai.provider_name, ai.model;
|