fix: use entitlement index for json path

2026-03-24 13:24:52 +00:00
parent 31347cec67
commit f12f21a9ad
13 changed files with 994 additions and 181 deletions
--- a/server/perf/redis-bench/artillery.yml
+++ b/server/perf/redis-bench/artillery.yml
@@ -0,0 +1,51 @@
+# Redis benchmark load test — stresses check/track for a single large customer
+# to verify path index optimization holds under concurrent load.
+#
+# Prerequisites:
+#   1. Run setup: cd server && bun perf/redis-bench/setup.ts
+#   2. Start server: bun dev
+#   3. Run: npx artillery run perf/redis-bench/artillery.yml
+
+config:
+  target: "http://localhost:8080"
+  processor: "./processor.mjs"
+
+  phases:
+    - duration: 30
+      arrivalRate: 5
+      rampTo: 50
+      name: "Ramp"
+
+    - duration: 120
+      arrivalRate: 50
+      name: "Sustained"
+
+    - duration: 30
+      arrivalRate: 50
+      rampTo: 100
+      name: "Spike"
+
+  defaults:
+    headers:
+      Authorization: "Bearer {{ $processEnvironment.UNIT_TEST_AUTUMN_SECRET_KEY }}"
+      Content-Type: "application/json"
+
+scenarios:
+  - name: "Check + Track (large customer, random entity)"
+    weight: 1
+    beforeScenario: "setContext"
+    flow:
+      - post:
+          url: "/v1/check"
+          json:
+            customer_id: "{{ customerId }}"
+            feature_id: "{{ featureId }}"
+            entity_id: "{{ entityId }}"
+
+      - post:
+          url: "/v1/track"
+          json:
+            customer_id: "{{ customerId }}"
+            feature_id: "{{ featureId }}"
+            entity_id: "{{ entityId }}"
+            value: 1
--- a/server/perf/redis-bench/processor.mjs
+++ b/server/perf/redis-bench/processor.mjs
@@ -0,0 +1,25 @@
+/**
+ * Artillery processor for the Redis benchmark load test.
+ *
+ * Always targets the same large customer (the point is to stress Redis
+ * with the worst-case key size). Randomises the entity to spread load
+ * across different path index entries.
+ */
+
+const CUSTOMER_ID = "redis-bench-large-cus";
+const ENTITY_COUNT = 100;
+const CUS_ENTS_PER_PRODUCT = 10;
+
+/**
+ * Called before each virtual user scenario.
+ * Sets customerId, featureId, and a random entityId.
+ */
+export function setContext(ctx, _events, done) {
+  const entityIdx = Math.floor(Math.random() * ENTITY_COUNT);
+  const featureIdx = Math.floor(Math.random() * CUS_ENTS_PER_PRODUCT);
+
+  ctx.vars.customerId = CUSTOMER_ID;
+  ctx.vars.featureId = `feature_${featureIdx}`;
+  ctx.vars.entityId = `entity_${entityIdx}`;
+  done();
+}
--- a/server/perf/redis-bench/setup.ts
+++ b/server/perf/redis-bench/setup.ts
@@ -0,0 +1,157 @@
+/**
+ * Redis benchmark setup — seeds a large FullCustomer (100 entities x 10 cusEnts)
+ * directly into Redis and creates a minimal customer via the Autumn API so that
+ * check/track endpoints can resolve it.
+ *
+ * Run: cd server && bun perf/redis-bench/setup.ts
+ */
+
+import { loadLocalEnv } from "../../src/utils/envUtils.js";
+loadLocalEnv();
+
+import { AppEnv, ApiVersion, type FullCustomer } from "@autumn/shared";
+import { customerEntitlements } from "@tests/utils/fixtures/db/customerEntitlements.js";
+import { customerProducts } from "@tests/utils/fixtures/db/customerProducts.js";
+import { customers } from "@tests/utils/fixtures/db/customers.js";
+import { entities as entityFixtures } from "@tests/utils/fixtures/db/entities.js";
+import { buildPathIndex } from "@/internal/customers/cache/pathIndex/buildPathIndex.js";
+import {
+	buildFullCustomerCacheKey,
+	FULL_CUSTOMER_CACHE_TTL_SECONDS,
+} from "@/internal/customers/cusUtils/fullCustomerCacheUtils/fullCustomerCacheConfig.js";
+import { redis } from "@/external/redis/initRedis.js";
+import { AutumnInt } from "@/external/autumn/autumnCli.js";
+
+const ENTITY_COUNT = 100;
+const CUS_ENTS_PER_PRODUCT = 10;
+const ORG_ID = process.env.TESTS_ORG_ID || "org_perf_test";
+const ENV = AppEnv.Sandbox;
+const CUSTOMER_ID = "redis-bench-large-cus";
+const FEATURE_ID = "feature_0";
+
+async function main() {
+	console.log("=== Redis Benchmark Setup ===\n");
+
+	// 1. Build large FullCustomer
+	console.log(
+		`Building FullCustomer: ${ENTITY_COUNT} entities x ${CUS_ENTS_PER_PRODUCT} cusEnts = ${ENTITY_COUNT * CUS_ENTS_PER_PRODUCT} total cusEnts`,
+	);
+
+	const entitiesList = Array.from({ length: ENTITY_COUNT }, (_, i) =>
+		entityFixtures.create({
+			id: `entity_${i}`,
+			featureId: `entity_feature_${i}`,
+		}),
+	);
+
+	const cusProducts = entitiesList.map((entity, entityIdx) => {
+		const cusEnts = Array.from({ length: CUS_ENTS_PER_PRODUCT }, (_, ceIdx) =>
+			customerEntitlements.create({
+				id: `cus_ent_${entityIdx}_${ceIdx}`,
+				featureId: `feature_${ceIdx}`,
+				featureName: `Feature ${ceIdx}`,
+				allowance: 1000,
+				balance: 500,
+				customerProductId: `cus_prod_entity_${entityIdx}`,
+				entityFeatureId: entity.feature_id,
+				entities: {
+					[entity.id!]: { id: entity.id!, balance: 500, adjustment: 0 },
+				},
+			}),
+		);
+
+		return customerProducts.create({
+			id: `cus_prod_entity_${entityIdx}`,
+			productId: `prod_entity_${entityIdx}`,
+			customerEntitlements: cusEnts,
+			internalEntityId: entity.internal_id,
+			entityId: entity.id!,
+		});
+	});
+
+	const fullCustomer: FullCustomer = {
+		...customers.create({ customerProducts: cusProducts }),
+		id: CUSTOMER_ID,
+		org_id: ORG_ID,
+		env: ENV,
+		entities: entitiesList,
+		extra_customer_entitlements: [],
+	};
+
+	const serialized = JSON.stringify(fullCustomer);
+	console.log(
+		`  Serialized size: ${(serialized.length / 1024 / 1024).toFixed(2)} MB`,
+	);
+
+	// 2. Write to Redis
+	const cacheKey = buildFullCustomerCacheKey({
+		orgId: ORG_ID,
+		env: ENV,
+		customerId: CUSTOMER_ID,
+	});
+
+	const pathIndexEntries = buildPathIndex({ fullCustomer });
+	const pathIndexJson = JSON.stringify(pathIndexEntries);
+	console.log(
+		`  Path index: ${Object.keys(pathIndexEntries).length} entries, ${(pathIndexJson.length / 1024).toFixed(2)} KB`,
+	);
+
+	const result = await redis.setFullCustomerCache(
+		cacheKey,
+		ORG_ID,
+		ENV,
+		CUSTOMER_ID,
+		String(Date.now()),
+		String(FULL_CUSTOMER_CACHE_TTL_SECONDS),
+		serialized,
+		"true",
+		pathIndexJson,
+	);
+
+	console.log(`  Redis setFullCustomerCache result: ${result}`);
+
+	// 3. Create customer via Autumn API (so check/track endpoints work)
+	const secretKey = process.env.UNIT_TEST_AUTUMN_SECRET_KEY;
+	if (secretKey) {
+		console.log("\nCreating customer via Autumn API...");
+		const autumn = new AutumnInt({
+			version: ApiVersion.V1_2,
+			secretKey,
+		});
+
+		try {
+			await autumn.customers.delete(CUSTOMER_ID);
+		} catch {
+			// May not exist yet
+		}
+
+		try {
+			await autumn.customers.create({
+				id: CUSTOMER_ID,
+				name: "Redis Bench Large Customer",
+				email: "redis-bench@test.local",
+			});
+			console.log(`  Created customer: ${CUSTOMER_ID}`);
+		} catch (error) {
+			console.warn(`  Could not create customer via API: ${error}`);
+		}
+	} else {
+		console.log(
+			"\n  Skipping Autumn API customer creation (UNIT_TEST_AUTUMN_SECRET_KEY not set)",
+		);
+	}
+
+	console.log(`\n=== Setup complete ===`);
+	console.log(`  Customer ID: ${CUSTOMER_ID}`);
+	console.log(`  Feature ID: ${FEATURE_ID}`);
+	console.log(`  Entity IDs: entity_0 through entity_${ENTITY_COUNT - 1}`);
+}
+
+main()
+	.catch((error) => {
+		console.error("Setup failed:", error);
+		process.exit(1);
+	})
+	.finally(() => {
+		process.exit(0);
+	});
--- a/server/src/_luaScriptsV2/deductFromCustomerEntitlements/contextUtils.lua
+++ b/server/src/_luaScriptsV2/deductFromCustomerEntitlements/contextUtils.lua
@@ -13,7 +13,9 @@
  params:
    cache_key: string
    customer_entitlement_ids: array of customer_entitlement IDs
-    full_customer: decoded FullCustomer object
+    full_customer: decoded FullCustomer object (nil when path index is available)
+    pathidx_key: string (path index Redis Hash key)
+    has_pathidx: boolean (true when path index exists)

  Returns: context table with:
    customer_entitlements: { [cus_ent_id]: { base_path, balance, adjustment, entities } }
@@ -25,11 +27,16 @@
 ]]
 local function init_context(params)
  local logs = {}
+  local has_pathidx = params.has_pathidx
+  local pathidx_key = params.pathidx_key

  local context = {
    customer_entitlements = {},
    rollovers = {},
+    cache_key = params.cache_key,
    full_customer = params.full_customer,
+    pathidx_key = pathidx_key,
+    has_pathidx = has_pathidx,
    mutation_logs = {},
    pending_writes = {},
    logs = logs,
@@ -41,65 +48,90 @@ local function init_context(params)
  }

  for _, ent_id in ipairs(params.customer_entitlement_ids or {}) do
-    local cus_ent, cus_product, ce_idx, cp_idx = find_entitlement(params.full_customer, ent_id)
+    local base_path
+    local has_entity_scope
+    local is_loose
+    local adjustment
+    local unlimited
+    local cus_ent_rollovers
+    local cus_ent_balance
+    local cus_ent_entities

-    if cus_ent then
-      local base_path
-      local is_loose = (cp_idx == nil) -- Loose entitlement if no customer_product index
-
-      if is_loose then
-        -- Loose entitlement: path is $.extra_customer_entitlements[idx]
-        local ece_idx_0 = ce_idx - 1
-        base_path = '$.extra_customer_entitlements[' .. ece_idx_0 .. ']'
-      else
-        -- Product entitlement: path is $.customer_products[cp_idx].customer_entitlements[ce_idx]
-        local cp_idx_0 = cp_idx - 1
-        local ce_idx_0 = ce_idx - 1
-        base_path = '$.customer_products[' .. cp_idx_0 .. '].customer_entitlements[' .. ce_idx_0 .. ']'
+    if has_pathidx then
+      local result = get_customer_entitlement_via_index({
+        pathidx_key = pathidx_key,
+        cache_key = params.cache_key,
+        cus_ent_id = ent_id,
+      })
+      if result then
+        base_path = result.base_path
+        has_entity_scope = result.has_entity_scope
+        is_loose = result.is_loose
+        local sub = result.sub
+        adjustment = safe_number(sub.adjustment or 0)
+        unlimited = sub.unlimited
+        cus_ent_rollovers = sub.rollovers
+        cus_ent_balance = safe_number(sub.balance or 0)
+        cus_ent_entities = safe_table(sub.entities)
      end
+    else
+      -- Fallback path: decode full customer + nested loop search
+      local cus_ent, cus_product, ce_idx, cp_idx = find_entitlement(params.full_customer, ent_id)

-      local entitlement = cus_ent.entitlement
-      local has_entity_scope = not is_nil(entitlement)
-          and not is_nil(entitlement.entity_feature_id)
+      if cus_ent then
+        is_loose = (cp_idx == nil)

+        if is_loose then
+          local ece_idx_0 = ce_idx - 1
+          base_path = '$.extra_customer_entitlements[' .. ece_idx_0 .. ']'
+        else
+          local cp_idx_0 = cp_idx - 1
+          local ce_idx_0 = ce_idx - 1
+          base_path = '$.customer_products[' .. cp_idx_0 .. '].customer_entitlements[' .. ce_idx_0 .. ']'
+        end
+
+        local entitlement = cus_ent.entitlement
+        has_entity_scope = not is_nil(entitlement) and not is_nil(entitlement.entity_feature_id)
+        adjustment = cus_ent.adjustment or 0
+        unlimited = cus_ent.unlimited
+        cus_ent_rollovers = cus_ent.rollovers
+        cus_ent_balance = safe_number(cus_ent.balance or 0)
+        cus_ent_entities = safe_table(cus_ent.entities)
+      end
+    end
+
+    if base_path then
      local ent_data = {
        base_path = base_path,
        has_entity_scope = has_entity_scope,
-        adjustment = cus_ent.adjustment or 0,
-        unlimited = cus_ent.unlimited,
+        adjustment = adjustment,
+        unlimited = unlimited,
        is_loose = is_loose,
      }

      if has_entity_scope then
-        ent_data.balance = 0 -- Not used for entity-scoped
-        ent_data.entities = read_current_entities(params.cache_key, base_path)
+        ent_data.balance = 0
+        ent_data.entities = cus_ent_entities or {}
      else
-        ent_data.balance = read_current_balance(params.cache_key, base_path)
+        ent_data.balance = cus_ent_balance or 0
        ent_data.entities = nil
      end

      context.customer_entitlements[ent_id] = ent_data

-      -- Build rollover index for this customer_entitlement
-      local cus_ent_rollovers = cus_ent.rollovers
      if cus_ent_rollovers and type(cus_ent_rollovers) == 'table' then
        for r_idx, rollover in ipairs(cus_ent_rollovers) do
          if rollover and rollover.id then
            local r_idx_0 = r_idx - 1
            local rollover_path = base_path .. '.rollovers[' .. r_idx_0 .. ']'

-            -- Read fresh rollover data from Redis
-            local rollover_data = read_rollover_data(params.cache_key, rollover_path)
-
-            if rollover_data then
-              context.rollovers[rollover.id] = {
-                base_path = rollover_path,
-                cus_ent_id = ent_id,
-                balance = rollover_data.balance,
-                usage = rollover_data.usage,
-                entities = rollover_data.entities,
-              }
-            end
+            context.rollovers[rollover.id] = {
+              base_path = rollover_path,
+              cus_ent_id = ent_id,
+              balance = safe_number(rollover.balance or 0),
+              usage = safe_number(rollover.usage or 0),
+              entities = safe_table(rollover.entities),
+            }
          end
        end
      end
--- a/server/src/_luaScriptsV2/deductFromCustomerEntitlements/deductFromCustomerEntitlements.lua
+++ b/server/src/_luaScriptsV2/deductFromCustomerEntitlements/deductFromCustomerEntitlements.lua
@@ -10,17 +10,22 @@
    3. Pass 2: Allow negative if usage_allowed

  Helper functions are prepended via string interpolation from:
-    - luaUtils.lua (safe_table, safe_number, find_entitlement, build_entity_path, sorted_keys, is_nil)
+    - fullCustomerKeyBuilders.lua (build_path_index_key, etc.)
+    - luaUtils.lua (safe_table, safe_number, sorted_keys, is_nil)
+    - fullCustomerUtils.lua (find_entitlement, find_entitlement_from_index, build_entity_path, etc.)
    - readBalances.lua (read_current_balance, read_current_entity_balance, read_current_entities, read_rollover_data)
-    - contextUtils.lua (init_context, update_in_memory_customer_entitlement, queue_balance_update, apply_pending_writes)
+    - contextUtils.lua (init_context, queue_balance_update, apply_pending_writes)
    - deductFromRollovers.lua (deduct_from_rollovers)
    - deductFromMainBalance.lua (calculate_change, deduct_from_main_balance)
    - getTotalBalance.lua (get_total_balance)

-  KEYS[1] = FullCustomer cache key
+  KEYS[1] = FullCustomer cache key (used for cluster slot routing)

  ARGV[1] = JSON params:
    {
+      org_id: string,
+      env: string,
+      customer_id: string,
      sorted_entitlements: [{ customer_entitlement_id, credit_cost, feature_id, entity_feature_id, usage_allowed, min_balance, max_balance }],
      spend_limit_by_feature_id: { [feature_id]: { feature_id, enabled, overage_limit } } | null,
      usage_based_cus_ent_ids_by_feature_id: { [feature_id]: string[] } | null,
@@ -51,6 +56,11 @@
 local cache_key = KEYS[1]
 local params = cjson.decode(ARGV[1])

+-- Extract org/env/customer for path index key construction
+local org_id = params.org_id
+local env = params.env
+local customer_id = params.customer_id
+
 -- Extract parameters
 local sorted_entitlements = params.sorted_entitlements or {}
 local spend_limit_by_feature_id = params.spend_limit_by_feature_id
@@ -70,33 +80,39 @@ local lock_receipt_key = params.lock_receipt_key
 -- Compute overage_behavior_is_allow once
 local overage_behavior_is_allow = alter_granted_balance or overage_behaviour == 'allow'

-- Check if customer exists (just check the key exists)
 local empty_logs = cjson.decode('[]')

+-- Check if customer exists
 local key_exists = redis.call('EXISTS', cache_key)
 if key_exists == 0 then
  return cjson.encode({ error = 'CUSTOMER_NOT_FOUND', updates = {}, rollover_updates = {}, mutation_logs = empty_logs, remaining = 0 })
 end

-- Get FullCustomer structure (for finding entitlement indices only)
-local full_customer_json = redis.call('JSON.GET', cache_key, '.')
-if not full_customer_json then
-  return cjson.encode({ error = 'CUSTOMER_NOT_FOUND', updates = {}, rollover_updates = {}, mutation_logs = empty_logs, remaining = 0 })
+-- Build path index key and check existence (fast path vs fallback)
+local pathidx_key = build_path_index_key(org_id, env, customer_id)
+local has_pathidx = redis.call('EXISTS', pathidx_key) == 1
+
+-- Only decode full customer if path index is NOT available (fallback)
+local full_customer = nil
+if not has_pathidx then
+  local full_customer_json = redis.call('JSON.GET', cache_key, '.')
+  if not full_customer_json then
+    return cjson.encode({ error = 'CUSTOMER_NOT_FOUND', updates = {}, rollover_updates = {}, mutation_logs = empty_logs, remaining = 0 })
+  end
+
+  full_customer = cjson.decode(full_customer_json)
+
+  if not full_customer.customer_products then
+    return cjson.encode({
+      error = 'NO_CUSTOMER_PRODUCTS',
+      updates = {},
+      rollover_updates = {},
+      mutation_logs = empty_logs,
+      remaining = 0
+    })
+  end
 end

-local full_customer = cjson.decode(full_customer_json)
-
-if not full_customer.customer_products then
-  return cjson.encode({
-    error = 'NO_CUSTOMER_PRODUCTS',
-    updates = {},
-    rollover_updates = {},
-    mutation_logs = empty_logs,
-    remaining = 0
-  })
-end
-
-- Track updates for return value
 -- Initialize context with in-memory state from Redis
 local customer_entitlement_ids = {}
 for _, ent_obj in ipairs(sorted_entitlements) do
@@ -107,6 +123,8 @@ local context = init_context({
  cache_key = cache_key,
  customer_entitlement_ids = customer_entitlement_ids,
  full_customer = full_customer,
+  pathidx_key = pathidx_key,
+  has_pathidx = has_pathidx,
 })

 local unwind_modified_cus_ent_ids = {}
@@ -229,7 +247,7 @@ then
      hashed_key = lock.hashed_key or cjson.null,
      status = 'pending',
      region = lock.region or cjson.null,
-      customer_id = full_customer.id or cjson.null,
+      customer_id = customer_id or cjson.null,
      feature_id = feature_id or cjson.null,
      entity_id = target_entity_id or cjson.null,
      expires_at = lock.expires_at or cjson.null,
--- a/server/src/_luaScriptsV2/deductFromCustomerEntitlements/luaUtils.lua
+++ b/server/src/_luaScriptsV2/deductFromCustomerEntitlements/luaUtils.lua
@@ -1,11 +1,8 @@
 -- ============================================================================
 -- LUA UTILITIES
-- Common helper functions for Lua scripts
+-- Generic helper functions (no FullCustomer-specific logic)
 -- ============================================================================

-- ============================================================================
-- HELPER: Safe table getter (handles cjson.null)
-- ============================================================================
 local function safe_table(val)
  if val == nil or val == cjson.null or type(val) ~= 'table' then
    return {}
@@ -13,9 +10,6 @@ local function safe_table(val)
  return val
 end

-- ============================================================================
-- HELPER: Safe number getter
-- ============================================================================
 local function safe_number(val)
  if val == nil or val == cjson.null then
    return 0
@@ -23,56 +17,10 @@ local function safe_number(val)
  return tonumber(val) or 0
 end

-- ============================================================================
-- HELPER: Check if value is nil or cjson.null
-- ============================================================================
 local function is_nil(val)
  return val == nil or val == cjson.null
 end

-- ============================================================================
-- HELPER: Find entitlement in FullCustomer by ID
-- Returns: cus_ent table, cus_product table (or nil for loose), cus_ent_index, cus_product_index (or nil for loose)
-- For loose entitlements: cus_product=nil and cus_product_index=nil
-- ============================================================================
-local function find_entitlement(full_customer, ent_id)
-  -- Search in customer_products first
-  if full_customer.customer_products then
-    for cp_idx, cus_product in ipairs(full_customer.customer_products) do
-      if cus_product.customer_entitlements then
-        for ce_idx, cus_ent in ipairs(cus_product.customer_entitlements) do
-          if cus_ent.id == ent_id then
-            return cus_ent, cus_product, ce_idx, cp_idx
-          end
-        end
-      end
-    end
-  end
-  
-  -- Search in extra_customer_entitlements (loose entitlements)
-  if full_customer.extra_customer_entitlements then
-    for ece_idx, cus_ent in ipairs(full_customer.extra_customer_entitlements) do
-      if cus_ent.id == ent_id then
-        -- Return nil for cus_product and cus_product_index to indicate loose entitlement
-        return cus_ent, nil, ece_idx, nil
-      end
-    end
-  end
-  
-  return nil, nil, nil, nil
-end
-
-- ============================================================================
-- HELPER: Build entity path (consistent across all operations)
-- ============================================================================
-local function build_entity_path(base_path, entity_id)
-  -- Use bracket notation for entity access since entity IDs are object keys
-  return base_path .. '["entities"]["' .. entity_id .. '"]'
-end
-
-- ============================================================================
-- HELPER: Get sorted keys from table (for consistent entity iteration)
-- ============================================================================
 local function sorted_keys(tbl)
  local keys = {}
  for k in pairs(tbl) do
--- a/server/src/_luaScriptsV2/deductFromCustomerEntitlements/spendLimitUtils.lua
+++ b/server/src/_luaScriptsV2/deductFromCustomerEntitlements/spendLimitUtils.lua
@@ -6,8 +6,39 @@
 local function build_ent_data_from_full_customer(params)
  local full_customer = params.full_customer
  local cus_ent_id = params.cus_ent_id
+  local cache_key = params.cache_key
+  local pathidx_key = params.pathidx_key

-  if is_nil(full_customer) or is_nil(cus_ent_id) then
+  if is_nil(cus_ent_id) then
+    return nil
+  end
+
+  -- Fast path: single JSON.GET on the sub-object via path index
+  if not is_nil(pathidx_key) then
+    local result = get_customer_entitlement_via_index({
+      pathidx_key = pathidx_key,
+      cache_key = cache_key,
+      cus_ent_id = cus_ent_id,
+    })
+    if is_nil(result) then return nil end
+
+    if result.has_entity_scope then
+      return {
+        has_entity_scope = true,
+        balance = 0,
+        entities = safe_table(result.sub.entities),
+      }
+    else
+      return {
+        has_entity_scope = false,
+        balance = safe_number(result.sub.balance or 0),
+        entities = {},
+      }
+    end
+  end
+
+  -- Fallback path: decode from full customer
+  if is_nil(full_customer) then
    return nil
  end

@@ -46,6 +77,8 @@ local function get_available_overage_from_spend_limit(params)
      ent_data = build_ent_data_from_full_customer({
        full_customer = context.full_customer,
        cus_ent_id = cus_ent_id,
+        cache_key = context.cache_key,
+        pathidx_key = context.pathidx_key,
      })
    end

--- a/server/src/_luaScriptsV2/fullCustomer/fullCustomerUtils.lua
+++ b/server/src/_luaScriptsV2/fullCustomer/fullCustomerUtils.lua
@@ -0,0 +1,100 @@
+-- ============================================================================
+-- FULL CUSTOMER UTILITIES
+-- Functions for navigating the FullCustomer JSON structure in Redis
+-- ============================================================================
+
+-- ============================================================================
+-- Path builders: construct JSON paths from array indices
+-- ============================================================================
+local function build_customer_entitlement_base_path(cp_idx, ce_idx)
+  return '$.customer_products[' .. cp_idx .. '].customer_entitlements[' .. ce_idx .. ']'
+end
+
+local function build_extra_customer_entitlement_base_path(ece_idx)
+  return '$.extra_customer_entitlements[' .. ece_idx .. ']'
+end
+
+-- ============================================================================
+-- Build entity path (consistent across all operations)
+-- ============================================================================
+local function build_entity_path(base_path, entity_id)
+  return base_path .. '["entities"]["' .. entity_id .. '"]'
+end
+
+-- ============================================================================
+-- Find entitlement in decoded FullCustomer by ID (fallback path)
+-- Returns: cus_ent table, cus_product table (or nil for loose), cus_ent_index, cus_product_index (or nil for loose)
+-- ============================================================================
+local function find_entitlement(full_customer, ent_id)
+  if full_customer.customer_products then
+    for cp_idx, cus_product in ipairs(full_customer.customer_products) do
+      if cus_product.customer_entitlements then
+        for ce_idx, cus_ent in ipairs(cus_product.customer_entitlements) do
+          if cus_ent.id == ent_id then
+            return cus_ent, cus_product, ce_idx, cp_idx
+          end
+        end
+      end
+    end
+  end
+
+  if full_customer.extra_customer_entitlements then
+    for ece_idx, cus_ent in ipairs(full_customer.extra_customer_entitlements) do
+      if cus_ent.id == ent_id then
+        return cus_ent, nil, ece_idx, nil
+      end
+    end
+  end
+
+  return nil, nil, nil, nil
+end
+
+-- ============================================================================
+-- Find entitlement via the path index Hash (fast path)
+-- Returns: { base_path, entity_feature_id } or nil
+-- ============================================================================
+local function find_entitlement_from_index(pathidx_key, cus_ent_id)
+  local raw = redis.call('HGET', pathidx_key, 'cus_ent:' .. cus_ent_id)
+  if not raw then return nil end
+  local entry = cjson.decode(raw)
+  local base_path
+  if entry.ece then
+    base_path = build_extra_customer_entitlement_base_path(entry.ece)
+  else
+    base_path = build_customer_entitlement_base_path(entry.cp, entry.ce)
+  end
+  return {
+    base_path = base_path,
+    entity_feature_id = entry.ef,
+  }
+end
+
+-- ============================================================================
+-- Fetch a customer entitlement sub-object via path index + single JSON.GET.
+-- Combines index lookup and document read in one call to minimise tree traversals.
+-- Returns: { base_path, has_entity_scope, is_loose, sub } or nil
+-- ============================================================================
+local function get_customer_entitlement_via_index(params)
+  local pathidx_key = params.pathidx_key
+  local cache_key = params.cache_key
+  local cus_ent_id = params.cus_ent_id
+
+  local idx_result = find_entitlement_from_index(pathidx_key, cus_ent_id)
+  if not idx_result then return nil end
+
+  local base_path = idx_result.base_path
+  local sub_raw = redis.call('JSON.GET', cache_key, base_path)
+  if not sub_raw or sub_raw == cjson.null then return nil end
+
+  local sub = cjson.decode(sub_raw)
+  if type(sub) == 'table' and sub[1] ~= nil and type(sub[1]) == 'table' then
+    sub = sub[1]
+  end
+
+  return {
+    base_path = base_path,
+    has_entity_scope = not is_nil(idx_result.entity_feature_id),
+    is_loose = string.find(base_path, 'extra_customer_entitlements') ~= nil,
+    sub = sub,
+  }
+end
--- a/server/src/_luaScriptsV2/fullCustomerKeyBuilders.lua
+++ b/server/src/_luaScriptsV2/fullCustomerKeyBuilders.lua
@@ -1,8 +1,6 @@
 --[[
  Shared key builder functions for FullCustomer cache keys.
-  
-  NOTE: FULL_CUSTOMER_CACHE_VERSION is injected by luaScriptsV2.ts at load time
-  (the __FULL_CUSTOMER_CACHE_VERSION__ placeholder is replaced with the real value).
+  FULL_CUSTOMER_CACHE_VERSION is injected by luaScriptsV2.ts at load time.
 ]]

 local FULL_CUSTOMER_CACHE_VERSION = "__FULL_CUSTOMER_CACHE_VERSION__"
--- a/server/src/_luaScriptsV2/luaScriptsV2.ts
+++ b/server/src/_luaScriptsV2/luaScriptsV2.ts
@@ -18,8 +18,15 @@ const UPDATE_DIR = join(__dirname, "updateCustomerEntitlements");
 // HELPER MODULES
 // ============================================================================

+const FULL_CUSTOMER_DIR = join(__dirname, "fullCustomer");
+
 const LUA_UTILS = readFileSync(join(DEDUCT_DIR, "luaUtils.lua"), "utf-8");

+const FULL_CUSTOMER_UTILS = readFileSync(
+	join(FULL_CUSTOMER_DIR, "fullCustomerUtils.lua"),
+	"utf-8",
+);
+
 const READ_BALANCES = readFileSync(
 	join(DEDUCT_DIR, "readBalances.lua"),
 	"utf-8",
@@ -75,6 +82,15 @@ const LOCK_UNWIND_UTILS = readFileSync(
 	"utf-8",
 );

+// ============================================================================
+// FULL CUSTOMER KEY BUILDER LUA (version interpolated from TS config)
+// ============================================================================
+
+const FULL_CUSTOMER_KEY_BUILDERS = readFileSync(
+	join(__dirname, "fullCustomerKeyBuilders.lua"),
+	"utf-8",
+).replaceAll("__FULL_CUSTOMER_CACHE_VERSION__", FULL_CUSTOMER_CACHE_VERSION);
+
 // ============================================================================
 // MAIN SCRIPT
 // ============================================================================
@@ -90,7 +106,9 @@ const mainScript = readFileSync(
 * Composed from helper modules via string interpolation.
 * Supports both positive deductions and negative refunds.
 */
-export const DEDUCT_FROM_CUSTOMER_ENTITLEMENTS_SCRIPT = `${LUA_UTILS}
+export const DEDUCT_FROM_CUSTOMER_ENTITLEMENTS_SCRIPT = `${FULL_CUSTOMER_KEY_BUILDERS}
+${LUA_UTILS}
+${FULL_CUSTOMER_UTILS}
 ${READ_BALANCES}
 ${CONTEXT_UTILS}
 ${GET_TOTAL_BALANCE}
@@ -119,15 +137,6 @@ ${LOCK_RECEIPT_UTILS}
 ${LOCK_STATE_UTILS}
 ${claimLockReceiptMainScript}`;

-// ============================================================================
-// FULL CUSTOMER KEY BUILDER LUA (version interpolated from TS config)
-// ============================================================================
-
-const FULL_CUSTOMER_KEY_BUILDERS = readFileSync(
-	join(__dirname, "fullCustomerKeyBuilders.lua"),
-	"utf-8",
-).replace("__FULL_CUSTOMER_CACHE_VERSION__", FULL_CUSTOMER_CACHE_VERSION);
-
 // ============================================================================
 // DELETE FULL CUSTOMER CACHE SCRIPTS
 // ============================================================================
@@ -178,6 +187,7 @@ const resetMainScript = readFileSync(
 * @deprecated Use UPDATE_CUSTOMER_ENTITLEMENTS_SCRIPT instead.
 */
 export const RESET_CUSTOMER_ENTITLEMENTS_SCRIPT = `${LUA_UTILS}
+${FULL_CUSTOMER_UTILS}
 ${resetMainScript}`;

 // ============================================================================
@@ -195,6 +205,7 @@ const updateMainScript = readFileSync(
 * "apply absolute values to customer entitlements in the Redis cache."
 */
 export const UPDATE_CUSTOMER_ENTITLEMENTS_SCRIPT = `${LUA_UTILS}
+${FULL_CUSTOMER_UTILS}
 ${updateMainScript}`;

 // ============================================================================
@@ -213,6 +224,7 @@ const adjustBalanceMainScript = readFileSync(
 * FullCustomer via JSON.NUMINCRBY. Safe with concurrent deductions.
 */
 export const ADJUST_CUSTOMER_ENTITLEMENT_BALANCE_SCRIPT = `${LUA_UTILS}
+${FULL_CUSTOMER_UTILS}
 ${adjustBalanceMainScript}`;

 // ============================================================================
--- a/server/src/internal/balances/utils/deduction/executeRedisDeduction.ts
+++ b/server/src/internal/balances/utils/deduction/executeRedisDeduction.ts
@@ -120,6 +120,9 @@ export const executeRedisDeduction = async ({

 		// Call Lua script to deduct from FullCustomer in Redis
 		const luaParams = {
+			org_id: org.id,
+			env,
+			customer_id: customerId,
 			sorted_entitlements: customerEntitlementDeductions,
 			spend_limit_by_feature_id: spendLimitByFeatureId ?? null,
 			usage_based_cus_ent_ids_by_feature_id:
--- a/server/src/internal/customers/cache/pathIndex/buildPathIndex.ts
+++ b/server/src/internal/customers/cache/pathIndex/buildPathIndex.ts
@@ -1,8 +1,13 @@
 import type { FullCustomer } from "@autumn/shared";

 /**
- * Builds a Record mapping entitlement IDs to their JSON paths within
+ * Builds a Record mapping entitlement IDs to their array indices within
 * the FullCustomer cache value, ready for HSET into the path index.
+ *
+ * Entry format for product entitlements: { cp, ce, ef }
+ * Entry format for extra (loose) entitlements: { ece, ef }
+ *
+ * The Lua script constructs the JSON path at read time from these indices.
 */
 export const buildPathIndex = ({
 	fullCustomer,
@@ -19,12 +24,12 @@ export const buildPathIndex = ({
 			ceIdx++
 		) {
 			const customerEntitlement = customerProduct.customer_entitlements[ceIdx];
-			const path = `$.customer_products[${cpIdx}].customer_entitlements[${ceIdx}]`;
 			const entityFeatureId =
 				customerEntitlement.entitlement?.entity_feature_id ?? null;

-			entries[`ent:${customerEntitlement.id}`] = JSON.stringify({
-				p: path,
+			entries[`cus_ent:${customerEntitlement.id}`] = JSON.stringify({
+				cp: cpIdx,
+				ce: ceIdx,
 				ef: entityFeatureId,
 			});
 		}
@@ -38,12 +43,11 @@ export const buildPathIndex = ({
 		) {
 			const extraCustomerEntitlement =
 				fullCustomer.extra_customer_entitlements[eceIdx];
-			const path = `$.extra_customer_entitlements[${eceIdx}]`;
 			const entityFeatureId =
 				extraCustomerEntitlement.entitlement?.entity_feature_id ?? null;

-			entries[`ent:${extraCustomerEntitlement.id}`] = JSON.stringify({
-				p: path,
+			entries[`cus_ent:${extraCustomerEntitlement.id}`] = JSON.stringify({
+				ece: eceIdx,
 				ef: entityFeatureId,
 			});
 		}
--- a/server/tests/_temp/temp.test.ts
+++ b/server/tests/_temp/temp.test.ts
@@ -1,56 +1,488 @@
-import { expect, test } from "bun:test";
-import { TestFeature } from "@tests/setup/v2Features";
-import { completeStripeCheckoutFormV2 as completeStripeCheckoutForm } from "@tests/utils/browserPool/completeStripeCheckoutFormV2";
-import { items } from "@tests/utils/fixtures/items";
-import { products } from "@tests/utils/fixtures/products";
-import { timeout } from "@tests/utils/genUtils";
-import { initScenario, s } from "@tests/utils/testInitUtils/initScenario";
+import { describe, expect, test } from "bun:test";
+import { AppEnv, type FullCustomer } from "@autumn/shared";
+import { customerEntitlements } from "@tests/utils/fixtures/db/customerEntitlements";
+import { customerProducts } from "@tests/utils/fixtures/db/customerProducts";
+import { customers } from "@tests/utils/fixtures/db/customers";
+import { entities as entityFixtures } from "@tests/utils/fixtures/db/entities";
 import chalk from "chalk";
+import { redis } from "@/external/redis/initRedis.js";
+import { buildPathIndex } from "@/internal/customers/cache/pathIndex/buildPathIndex.js";
+import { buildPathIndexKey } from "@/internal/customers/cache/pathIndex/pathIndexConfig.js";
+import {
+	buildFullCustomerCacheKey,
+	FULL_CUSTOMER_CACHE_TTL_SECONDS,
+} from "@/internal/customers/cusUtils/fullCustomerCacheUtils/fullCustomerCacheConfig.js";

-test.concurrent(`${chalk.yellowBright("temp: legacy checkout annual base + adjustable monthly prepaid")}`, async () => {
-	const customerId = "temp-legacy-checkout-annual-adjustable-prepaid";
-	const includedCallMinutes = 100;
-	const checkoutQuantityInUnits = 300;
+const ENTITY_COUNT = 100;
+const CUS_ENTS_PER_PRODUCT = 10;
+const ORG_ID = "org_perf_test";
+const ENV = AppEnv.Sandbox;
+const CUSTOMER_ID = "cus_perf_large";

-	const monthlyPrepaidCallMinutes = items.prepaid({
-		featureId: TestFeature.Messages,
-		includedUsage: includedCallMinutes,
-		billingUnits: 100,
-		price: 13,
+const buildLargeFullCustomer = (): FullCustomer => {
+	const entitiesList = Array.from({ length: ENTITY_COUNT }, (_, i) =>
+		entityFixtures.create({
+			id: `entity_${i}`,
+			featureId: `entity_feature_${i}`,
+		}),
+	);
+
+	const cusProducts = entitiesList.map((entity, entityIdx) => {
+		const cusEnts = Array.from({ length: CUS_ENTS_PER_PRODUCT }, (_, ceIdx) =>
+			customerEntitlements.create({
+				id: `cus_ent_${entityIdx}_${ceIdx}`,
+				featureId: `feature_${ceIdx}`,
+				featureName: `Feature ${ceIdx}`,
+				allowance: 1000,
+				balance: 500,
+				customerProductId: `cus_prod_entity_${entityIdx}`,
+				entityFeatureId: entity.feature_id,
+				entities: {
+					[entity.id!]: { id: entity.id!, balance: 500, adjustment: 0 },
+				},
+			}),
+		);
+
+		return customerProducts.create({
+			id: `cus_prod_entity_${entityIdx}`,
+			productId: `prod_entity_${entityIdx}`,
+			customerEntitlements: cusEnts,
+			internalEntityId: entity.internal_id,
+			entityId: entity.id!,
+		});
 	});

-	const smallBusiness = products.proAnnual({
-		id: "small-business",
-		items: [monthlyPrepaidCallMinutes],
-	});
+	const fullCustomer: FullCustomer = {
+		...customers.create({ customerProducts: cusProducts }),
+		id: CUSTOMER_ID,
+		org_id: ORG_ID,
+		env: ENV,
+		entities: entitiesList,
+		extra_customer_entitlements: [],
+	};

-	const { autumnV1 } = await initScenario({
-		customerId,
-		setup: [
-			s.customer({ testClock: true }),
-			s.products({ list: [smallBusiness] }),
-		],
-		actions: [],
-	});
+	return fullCustomer;
+};

-	const result = await autumnV1.attach({
-		customer_id: customerId,
-		product_id: smallBusiness.id,
-		// options: [
-		// 	{
-		// 		feature_id: TestFeature.Messages,
-		// 		adjustable: true,
-		// 	},
-		// ],
-	});
-
-	expect(result.checkout_url).toBeDefined();
-	expect(result.checkout_url).toContain("checkout.stripe.com");
-
-	await completeStripeCheckoutForm({
-		url: result.checkout_url,
-		// overrideQuantity: checkoutQuantityInUnits / 100,
-	});
-
-	await timeout(12000);
+const cacheKey = buildFullCustomerCacheKey({
+	orgId: ORG_ID,
+	env: ENV,
+	customerId: CUSTOMER_ID,
+});
+
+const pathIdxKey = buildPathIndexKey({
+	orgId: ORG_ID,
+	env: ENV,
+	customerId: CUSTOMER_ID,
+});
+
+const formatStats = (
+	timings: number[],
+): { min: number; avg: number; p95: number; max: number } => {
+	const sorted = [...timings].sort((a, b) => a - b);
+	const sum = sorted.reduce((acc, t) => acc + t, 0);
+	const p95Index = Math.floor(sorted.length * 0.95);
+	return {
+		min: sorted[0],
+		avg: sum / sorted.length,
+		p95: sorted[p95Index],
+		max: sorted[sorted.length - 1],
+	};
+};
+
+const printStats = (label: string, stats: ReturnType<typeof formatStats>) => {
+	console.log(
+		`  ${label}: min=${stats.min.toFixed(2)}ms  avg=${stats.avg.toFixed(2)}ms  p95=${stats.p95.toFixed(2)}ms  max=${stats.max.toFixed(2)}ms`,
+	);
+};
+
+// ═══════════════════════════════════════════════════════════════════
+// Block 1: Setup — seed large FullCustomer into Redis
+// ═══════════════════════════════════════════════════════════════════
+describe(chalk.blueBright("setup: seed large FullCustomer"), () => {
+	test("seed large FullCustomer in Redis", async () => {
+		const fullCustomer = buildLargeFullCustomer();
+		const serialized = JSON.stringify(fullCustomer);
+		console.log(
+			`  Serialized FullCustomer size: ${(serialized.length / 1024 / 1024).toFixed(2)} MB`,
+		);
+		console.log(
+			`  Customer products: ${fullCustomer.customer_products.length}`,
+		);
+		console.log(
+			`  Total cusEnts: ${fullCustomer.customer_products.reduce((sum, cp) => sum + cp.customer_entitlements.length, 0)}`,
+		);
+		console.log(`  Entities: ${fullCustomer.entities.length}`);
+
+		const pathIndexEntries = buildPathIndex({ fullCustomer });
+		const pathIndexJson = JSON.stringify(pathIndexEntries);
+		console.log(
+			`  Path index entries: ${Object.keys(pathIndexEntries).length}`,
+		);
+		console.log(
+			`  Path index size: ${(pathIndexJson.length / 1024).toFixed(2)} KB`,
+		);
+
+		const result = await redis.setFullCustomerCache(
+			cacheKey,
+			ORG_ID,
+			ENV,
+			CUSTOMER_ID,
+			String(Date.now()),
+			String(FULL_CUSTOMER_CACHE_TTL_SECONDS),
+			serialized,
+			"true",
+			pathIndexJson,
+		);
+
+		expect(result).toBe("OK");
+
+		const exists = await redis.call("EXISTS", cacheKey);
+		expect(exists).toBe(1);
+
+		const pathExists = await redis.call("EXISTS", pathIdxKey);
+		expect(pathExists).toBe(1);
+
+		console.log(chalk.green("  FullCustomer seeded successfully"));
+	});
+});
+
+// ═══════════════════════════════════════════════════════════════════
+// Helpers for building deduction params
+// ═══════════════════════════════════════════════════════════════════
+
+const buildDeductionParams = ({
+	iteration,
+	entitlementCount = 1,
+}: {
+	iteration: number;
+	entitlementCount?: number;
+}) => {
+	const sortedEntitlements = Array.from(
+		{ length: entitlementCount },
+		(_, idx) => {
+			const entIdx = (iteration * entitlementCount + idx) % ENTITY_COUNT;
+			const ceIdx = (iteration * entitlementCount + idx) % CUS_ENTS_PER_PRODUCT;
+			return {
+				customer_entitlement_id: `cus_ent_${entIdx}_${ceIdx}`,
+				credit_cost: 1,
+				feature_id: `feature_${ceIdx}`,
+				entity_feature_id: `entity_feature_${entIdx}`,
+				usage_allowed: true,
+				min_balance: null,
+				max_balance: null,
+			};
+		},
+	);
+
+	const entityIdx = iteration % ENTITY_COUNT;
+	const ceIdx = iteration % CUS_ENTS_PER_PRODUCT;
+	return {
+		org_id: ORG_ID,
+		env: ENV,
+		customer_id: CUSTOMER_ID,
+		sorted_entitlements: sortedEntitlements,
+		spend_limit_by_feature_id: null,
+		usage_based_cus_ent_ids_by_feature_id: null,
+		amount_to_deduct: 1,
+		target_balance: null,
+		target_entity_id: `entity_${entityIdx}`,
+		rollovers: null,
+		skip_additional_balance: false,
+		alter_granted_balance: false,
+		overage_behaviour: "allow",
+		feature_id: `feature_${ceIdx}`,
+		lock: null,
+		unwind_value: null,
+		lock_receipt_key: null,
+	};
+};
+
+type SlowlogEntry = [
+	id: number,
+	timestamp: number,
+	durationMicros: number,
+	command: string[],
+	clientIp: string,
+	clientName: string,
+];
+
+/**
+ * Runs a batch of deductions and measures server-side execution time via SLOWLOG.
+ * SLOWLOG records commands that exceed the threshold (in microseconds).
+ * By setting the threshold to 0, every command is logged.
+ */
+const runSlowlogBenchmark = async ({
+	iterations,
+	label,
+	entitlementCount = 1,
+}: {
+	iterations: number;
+	label: string;
+	entitlementCount?: number;
+}) => {
+	// Set threshold to 0 to capture ALL commands, keep enough entries
+	await redis.call("CONFIG", "SET", "slowlog-log-slower-than", "0");
+	await redis.call("CONFIG", "SET", "slowlog-max-len", "1024");
+	await redis.call("SLOWLOG", "RESET");
+
+	const e2eTimings: number[] = [];
+
+	for (let i = 0; i < iterations; i++) {
+		const luaParams = buildDeductionParams({ iteration: i, entitlementCount });
+		const start = performance.now();
+		const result = await redis.deductFromCustomerEntitlements(
+			cacheKey,
+			JSON.stringify(luaParams),
+		);
+		e2eTimings.push(performance.now() - start);
+
+		const parsed = JSON.parse(result);
+		expect(parsed.error).toBeNull();
+	}
+
+	// Collect slowlog entries for EVALSHA commands (our Lua scripts)
+	const rawEntries = (await redis.call(
+		"SLOWLOG",
+		"GET",
+		"1024",
+	)) as SlowlogEntry[];
+
+	const evalEntries = rawEntries.filter(
+		(entry) =>
+			entry[3] && (entry[3][0] === "evalsha" || entry[3][0] === "EVALSHA"),
+	);
+
+	// Duration is in microseconds (entry[2])
+	const serverTimings = evalEntries.map((entry) => entry[2] / 1000);
+
+	// Restore default slowlog config
+	await redis.call("CONFIG", "SET", "slowlog-log-slower-than", "10000");
+
+	const e2eStats = formatStats(e2eTimings);
+	const serverStats =
+		serverTimings.length > 0 ? formatStats(serverTimings) : null;
+
+	console.log(chalk.bold(`\n  ${label} (${iterations} iterations):`));
+	printStats("End-to-end (TS)", e2eStats);
+	if (serverStats) {
+		printStats("Server-side (SLOWLOG)", serverStats);
+		const avgRtt = e2eStats.avg - serverStats.avg;
+		console.log(`  Network RTT (avg): ~${avgRtt.toFixed(2)}ms`);
+	} else {
+		console.log("  (no SLOWLOG entries captured for EVALSHA)");
+	}
+
+	return { e2eStats, serverStats };
+};
+
+// ═══════════════════════════════════════════════════════════════════
+// Block 2: Benchmark — re-runnable against seeded data
+// ═══════════════════════════════════════════════════════════════════
+describe(chalk.yellowBright("benchmark: Redis operations"), () => {
+	const ITERATIONS = 50;
+
+	test("benchmark JSON.GET full read (TS-side getCachedFullCustomer cost)", async () => {
+		// Also measure server-side via SLOWLOG
+		await redis.call("CONFIG", "SET", "slowlog-log-slower-than", "0");
+		await redis.call("CONFIG", "SET", "slowlog-max-len", "256");
+		await redis.call("SLOWLOG", "RESET");
+
+		const timings: number[] = [];
+		for (let i = 0; i < ITERATIONS; i++) {
+			const start = performance.now();
+			const raw = (await redis.call("JSON.GET", cacheKey)) as string | null;
+			expect(raw).toBeTruthy();
+			JSON.parse(raw!);
+			const elapsed = performance.now() - start;
+			timings.push(elapsed);
+		}
+
+		const rawEntries = (await redis.call(
+			"SLOWLOG",
+			"GET",
+			"256",
+		)) as SlowlogEntry[];
+		const jsonGetEntries = rawEntries.filter(
+			(entry) =>
+				entry[3] && (entry[3][0] === "JSON.GET" || entry[3][0] === "json.get"),
+		);
+		const serverTimings = jsonGetEntries.map((entry) => entry[2] / 1000);
+
+		await redis.call("CONFIG", "SET", "slowlog-log-slower-than", "10000");
+
+		const e2eStats = formatStats(timings);
+		const serverStats =
+			serverTimings.length > 0 ? formatStats(serverTimings) : null;
+
+		console.log(
+			chalk.cyan(`\n  JSON.GET '.' + JSON.parse (${ITERATIONS} iterations):`),
+		);
+		printStats("End-to-end (TS)", e2eStats);
+		if (serverStats) {
+			printStats("Server-side (SLOWLOG)", serverStats);
+			console.log(
+				`  Network + JSON.parse (avg): ~${(e2eStats.avg - serverStats.avg).toFixed(2)}ms`,
+			);
+		}
+	});
+
+	const entitlementCounts = [1, 5, 10, 20];
+
+	for (const count of entitlementCounts) {
+		test(`benchmark deduction WITH path index — ${count} entitlement(s)`, async () => {
+			// Re-seed to reset balances
+			const fullCustomer = buildLargeFullCustomer();
+			const pathIndexEntries = buildPathIndex({ fullCustomer });
+			await redis.setFullCustomerCache(
+				cacheKey,
+				ORG_ID,
+				ENV,
+				CUSTOMER_ID,
+				String(Date.now()),
+				String(FULL_CUSTOMER_CACHE_TTL_SECONDS),
+				JSON.stringify(fullCustomer),
+				"true",
+				JSON.stringify(pathIndexEntries),
+			);
+
+			const exists = await redis.call("EXISTS", pathIdxKey);
+			expect(exists).toBe(1);
+
+			const { e2eStats, serverStats } = await runSlowlogBenchmark({
+				iterations: ITERATIONS,
+				label: chalk.green(`Fast path — ${count} entitlement(s)`),
+				entitlementCount: count,
+			});
+
+			(globalThis as Record<string, unknown>)[`__fastPathStats_${count}`] = {
+				e2eStats,
+				serverStats,
+			};
+		});
+	}
+
+	for (const count of entitlementCounts) {
+		test(`benchmark deduction WITHOUT path index — ${count} entitlement(s)`, async () => {
+			// Re-seed to reset balances, then delete path index
+			const fullCustomer = buildLargeFullCustomer();
+			const pathIndexEntries = buildPathIndex({ fullCustomer });
+			await redis.setFullCustomerCache(
+				cacheKey,
+				ORG_ID,
+				ENV,
+				CUSTOMER_ID,
+				String(Date.now()),
+				String(FULL_CUSTOMER_CACHE_TTL_SECONDS),
+				JSON.stringify(fullCustomer),
+				"true",
+				JSON.stringify(pathIndexEntries),
+			);
+			await redis.call("DEL", pathIdxKey);
+
+			const { e2eStats, serverStats } = await runSlowlogBenchmark({
+				iterations: ITERATIONS,
+				label: chalk.red(`Fallback — ${count} entitlement(s)`),
+				entitlementCount: count,
+			});
+
+			(globalThis as Record<string, unknown>)[`__fallbackStats_${count}`] = {
+				e2eStats,
+				serverStats,
+			};
+		});
+	}
+
+	test("comparison table", async () => {
+		// Re-seed for subsequent runs
+		const fullCustomer = buildLargeFullCustomer();
+		const pathIndexEntries = buildPathIndex({ fullCustomer });
+		await redis.setFullCustomerCache(
+			cacheKey,
+			ORG_ID,
+			ENV,
+			CUSTOMER_ID,
+			String(Date.now()),
+			String(FULL_CUSTOMER_CACHE_TTL_SECONDS),
+			JSON.stringify(fullCustomer),
+			"true",
+			JSON.stringify(pathIndexEntries),
+		);
+
+		type Stats = {
+			e2eStats: ReturnType<typeof formatStats>;
+			serverStats: ReturnType<typeof formatStats> | null;
+		};
+		const g = globalThis as Record<string, unknown>;
+
+		console.log(chalk.bold("\n  ─── Comparison: Fast path vs Fallback ───"));
+		console.log("  │ Ents │ Fast (server) │ Fallback (server) │ Speedup │");
+		console.log("  │──────│───────────────│───────────────────│─────────│");
+
+		for (const count of entitlementCounts) {
+			const fast = g[`__fastPathStats_${count}`] as Stats | undefined;
+			const slow = g[`__fallbackStats_${count}`] as Stats | undefined;
+			if (fast?.serverStats && slow?.serverStats) {
+				const speedup = slow.serverStats.avg / fast.serverStats.avg;
+				console.log(
+					`  │ ${String(count).padStart(4)} │ ${fast.serverStats.avg.toFixed(2).padStart(9)}ms   │ ${slow.serverStats.avg.toFixed(2).padStart(13)}ms   │ ${speedup.toFixed(1).padStart(5)}x  │`,
+				);
+			}
+		}
+	});
+
+	test("benchmark setFullCustomerCache", async () => {
+		const fullCustomer = buildLargeFullCustomer();
+		const serialized = JSON.stringify(fullCustomer);
+		const pathIndexEntries = buildPathIndex({ fullCustomer });
+		const pathIndexJson = JSON.stringify(pathIndexEntries);
+
+		await redis.call("CONFIG", "SET", "slowlog-log-slower-than", "0");
+		await redis.call("CONFIG", "SET", "slowlog-max-len", "256");
+		await redis.call("SLOWLOG", "RESET");
+
+		const timings: number[] = [];
+		for (let i = 0; i < ITERATIONS; i++) {
+			const start = performance.now();
+			const result = await redis.setFullCustomerCache(
+				cacheKey,
+				ORG_ID,
+				ENV,
+				CUSTOMER_ID,
+				String(Date.now()),
+				String(FULL_CUSTOMER_CACHE_TTL_SECONDS),
+				serialized,
+				"true",
+				pathIndexJson,
+			);
+			const elapsed = performance.now() - start;
+			timings.push(elapsed);
+			expect(result).toBe("OK");
+		}
+
+		const rawEntries = (await redis.call(
+			"SLOWLOG",
+			"GET",
+			"256",
+		)) as SlowlogEntry[];
+		const evalEntries = rawEntries.filter(
+			(entry) =>
+				entry[3] && (entry[3][0] === "evalsha" || entry[3][0] === "EVALSHA"),
+		);
+		const serverTimings = evalEntries.map((entry) => entry[2] / 1000);
+
+		await redis.call("CONFIG", "SET", "slowlog-log-slower-than", "10000");
+
+		const e2eStats = formatStats(timings);
+		const serverStats =
+			serverTimings.length > 0 ? formatStats(serverTimings) : null;
+
+		console.log(
+			chalk.magenta(`\n  setFullCustomerCache (${ITERATIONS} iterations):`),
+		);
+		printStats("End-to-end (TS)", e2eStats);
+		if (serverStats) {
+			printStats("Server-side (SLOWLOG)", serverStats);
+		}
+	});
 });