fix(eviction): Tune eviction threshold in cache mode (#4142)

* fix(eviction): Tune eviction threshold in cache mode

fixes #4139

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

* refactor: small fix in tiered_storage_test

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

* refactor: address comments

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

* chore(dragonfly_test): Remove ResetService

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

* refactor: fix test_cache_eviction_with_rss_deny_oom test

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

* refactor: address comments

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

* fix(dragonfly_test): Fix DflyEngineTest.Bug207

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

* fix(dragonfly_test): Increase string size in the test Bug207

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

* refactor: address comments 3

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

* refactor: address comments 4

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

* fix: Fix failing tests

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

* refactor: address comments 5

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

* refactor: resolve conficts

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

---------

Signed-off-by: Stepan Bagritsevich <stefan@dragonflydb.io>

src/server/common.cc

@@ -122,6 +122,10 @@ size_t max_memory_limit = 0;
 size_t serialization_max_chunk_size = 0;
 Namespaces* namespaces = nullptr;
 
+size_t FetchRssMemory(io::StatusData sdata) {
+  return sdata.vm_rss + sdata.hugetlb_pages;
+}
+
 const char* GlobalStateName(GlobalState s) {
   switch (s) {
     case GlobalState::ACTIVE:

src/server/common.h

@@ -17,6 +17,7 @@
 #include "core/compact_object.h"
 #include "facade/facade_types.h"
 #include "facade/op_status.h"
+#include "helio/io/proc_reader.h"
 #include "util/fibers/fibers.h"
 #include "util/fibers/synchronization.h"
 
@@ -132,6 +133,8 @@ extern std::atomic_uint64_t rss_mem_peak;
 
 extern size_t max_memory_limit;
 
+size_t FetchRssMemory(io::StatusData sdata);
+
 extern Namespaces* namespaces;
 
 // version 5.11 maps to 511 etc.

src/server/db_slice.cc

@@ -1214,6 +1214,7 @@ auto DbSlice::DeleteExpiredStep(const Context& cntx, unsigned count) -> DeleteEx
     if (ttl <= 0) {
       auto prime_it = db.prime.Find(it->first);
       CHECK(!prime_it.is_done());
+      result.deleted_bytes += prime_it->first.MallocUsed() + prime_it->second.MallocUsed();
       ExpireIfNeeded(cntx, prime_it, false);
       ++result.deleted;
     } else {
@@ -1290,9 +1291,6 @@ pair<uint64_t, size_t> DbSlice::FreeMemWithEvictionStep(DbIndex db_ind, size_t s
 
     auto time_finish = absl::GetCurrentTimeNanos();
     events_.evicted_keys += evicted_items;
-    DVLOG(2) << "Evicted: " << evicted_bytes;
-    DVLOG(2) << "Number of keys evicted / max eviction per hb: " << evicted_items << "/"
-             << max_eviction_per_hb;
     DVLOG(2) << "Eviction time (us): " << (time_finish - time_start) / 1000;
     return pair<uint64_t, size_t>{evicted_items, evicted_bytes};
   };
@@ -1326,7 +1324,7 @@ pair<uint64_t, size_t> DbSlice::FreeMemWithEvictionStep(DbIndex db_ind, size_t s
           if (record_keys)
             keys_to_journal.emplace_back(key);
 
-          evicted_bytes += evict_it->second.MallocUsed();
+          evicted_bytes += evict_it->first.MallocUsed() + evict_it->second.MallocUsed();
           ++evicted_items;
           PerformDeletion(Iterator(evict_it, StringOrView::FromView(key)), db_table.get());
 

src/server/db_slice.h

@@ -442,6 +442,7 @@ class DbSlice {
 
   struct DeleteExpiredStats {
     uint32_t deleted = 0;         // number of deleted items due to expiry (less than traversed).
+    uint32_t deleted_bytes = 0;   // total bytes of deleted items.
     uint32_t traversed = 0;       // number of traversed items that have ttl bit
     size_t survivor_ttl_sum = 0;  // total sum of ttl of survivors (traversed - deleted).
   };

src/server/dragonfly_test.cc

@@ -26,8 +26,8 @@ ABSL_DECLARE_FLAG(float, mem_defrag_threshold);
 ABSL_DECLARE_FLAG(float, mem_defrag_waste_threshold);
 ABSL_DECLARE_FLAG(uint32_t, mem_defrag_check_sec_interval);
 ABSL_DECLARE_FLAG(std::vector<std::string>, rename_command);
-ABSL_DECLARE_FLAG(double, oom_deny_ratio);
 ABSL_DECLARE_FLAG(bool, lua_resp2_legacy_float);
+ABSL_DECLARE_FLAG(double, eviction_memory_budget_threshold);
 
 namespace dfly {
 
@@ -456,19 +456,22 @@ TEST_F(DflyEngineTest, OOM) {
 /// Reproduces the case where items with expiry data were evicted,
 /// and then written with the same key.
 TEST_F(DflyEngineTest, Bug207) {
-  max_memory_limit = 300000;
+  max_memory_limit = 300000 * 4;
 
+  // The threshold is set to 0.3 to trigger eviction earlier and prevent OOM.
   absl::FlagSaver fs;
-  absl::SetFlag(&FLAGS_oom_deny_ratio, 4);
+  absl::SetFlag(&FLAGS_eviction_memory_budget_threshold, 0.3);
-  ResetService();
 
   shard_set->TEST_EnableCacheMode();
 
+  /* The value should be large enough to avoid being inlined. Heartbeat evicts only objects for
+   * which HasAllocated() returns true. */
+  std::string value(1000, '.');
+
   ssize_t i = 0;
   RespExpr resp;
-  for (; i < 10000; ++i) {
+  for (; i < 1000; ++i) {
-    resp = Run({"setex", StrCat("key", i), "30", "bar"});
+    resp = Run({"setex", StrCat("key", i), "30", value});
-    // we evict some items because 5000 is too much when max_memory_limit is 300000.
     ASSERT_EQ(resp, "OK");
   }
 
@@ -489,10 +492,7 @@ TEST_F(DflyEngineTest, Bug207) {
 }
 
 TEST_F(DflyEngineTest, StickyEviction) {
-  max_memory_limit = 300000;
+  max_memory_limit = 600000;  // 0.6mb
-  absl::FlagSaver fs;
-  absl::SetFlag(&FLAGS_oom_deny_ratio, 4);
-  ResetService();
   shard_set->TEST_EnableCacheMode();
 
   string tmp_val(100, '.');

src/server/engine_shard.cc

@@ -60,6 +60,12 @@ ABSL_FLAG(float, tiered_offload_threshold, 0.5,
 ABSL_FLAG(bool, enable_heartbeat_eviction, true,
           "Enable eviction during heartbeat when memory is under pressure.");
 
+ABSL_FLAG(double, eviction_memory_budget_threshold, 0.1,
+          "Eviction starts when the free memory (including RSS memory) drops below "
+          "eviction_memory_budget_threshold * max_memory_limit.");
+
+ABSL_DECLARE_FLAG(uint32_t, max_eviction_per_heartbeat);
+
 namespace dfly {
 
 using absl::GetFlag;
@@ -198,6 +204,52 @@ optional<uint32_t> GetPeriodicCycleMs() {
   return clock_cycle_ms;
 }
 
+size_t CalculateHowManyBytesToEvictOnShard(size_t global_memory_limit, size_t global_used_memory,
+                                           size_t shard_memory_threshold) {
+  if (global_used_memory > global_memory_limit) {
+    // Used memory is above the limit, we need to evict all bytes
+    return (global_used_memory - global_memory_limit) / shard_set->size() + shard_memory_threshold;
+  }
+
+  const size_t shard_budget = (global_memory_limit - global_used_memory) / shard_set->size();
+  return shard_budget < shard_memory_threshold ? (shard_memory_threshold - shard_budget) : 0;
+}
+
+/* Calculates the number of bytes to evict based on memory and rss memory usage. */
+size_t CalculateEvictionBytes() {
+  const size_t shards_count = shard_set->size();
+  const double eviction_memory_budget_threshold = GetFlag(FLAGS_eviction_memory_budget_threshold);
+
+  const size_t shard_memory_budget_threshold =
+      size_t(max_memory_limit * eviction_memory_budget_threshold) / shards_count;
+
+  const size_t global_used_memory = used_mem_current.load(memory_order_relaxed);
+
+  // Calculate how many bytes we need to evict on this shard
+  size_t goal_bytes = CalculateHowManyBytesToEvictOnShard(max_memory_limit, global_used_memory,
+                                                          shard_memory_budget_threshold);
+
+  const double rss_oom_deny_ratio = ServerState::tlocal()->rss_oom_deny_ratio;
+
+  /* If rss_oom_deny_ratio is set, we should evict depending on rss memory too */
+  if (rss_oom_deny_ratio > 0.0) {
+    const size_t max_rss_memory = size_t(rss_oom_deny_ratio * max_memory_limit);
+    /* We start eviction when we have less than eviction_memory_budget_threshold * 100% of free rss
+     * memory */
+    const size_t shard_rss_memory_budget_threshold =
+        size_t(max_rss_memory * eviction_memory_budget_threshold) / shards_count;
+
+    // Calculate how much rss memory is used by all shards
+    const size_t global_used_rss_memory = rss_mem_current.load(memory_order_relaxed);
+
+    // Try to evict more bytes if we are close to the rss memory limit
+    goal_bytes = std::max(
+        goal_bytes, CalculateHowManyBytesToEvictOnShard(max_rss_memory, global_used_rss_memory,
+                                                        shard_rss_memory_budget_threshold));
+  }
+  return goal_bytes;
+}
+
 }  // namespace
 
 __thread EngineShard* EngineShard::shard_ = nullptr;
@@ -706,7 +758,6 @@ void EngineShard::RetireExpiredAndEvict() {
     // TODO: iterate over all namespaces
     DbSlice& db_slice = namespaces->GetDefaultNamespace().GetDbSlice(shard_id());
     constexpr double kTtlDeleteLimit = 200;
-    constexpr double kRedLimitFactor = 0.1;
 
     uint32_t traversed = GetMovingSum6(TTL_TRAVERSE);
     uint32_t deleted = GetMovingSum6(TTL_DELETE);
@@ -720,11 +771,11 @@ void EngineShard::RetireExpiredAndEvict() {
       ttl_delete_target = kTtlDeleteLimit * double(deleted) / (double(traversed) + 10);
     }
 
-    ssize_t eviction_redline = size_t(max_memory_limit * kRedLimitFactor) / shard_set->size();
-
     DbContext db_cntx;
     db_cntx.time_now_ms = GetCurrentTimeMs();
 
+    size_t eviction_goal = GetFlag(FLAGS_enable_heartbeat_eviction) ? CalculateEvictionBytes() : 0;
+
     for (unsigned i = 0; i < db_slice.db_array_size(); ++i) {
       if (!db_slice.IsDbValid(i))
         continue;
@@ -734,15 +785,22 @@ void EngineShard::RetireExpiredAndEvict() {
       if (expt->size() > pt->size() / 4) {
         DbSlice::DeleteExpiredStats stats = db_slice.DeleteExpiredStep(db_cntx, ttl_delete_target);
 
+        eviction_goal -= std::min(eviction_goal, size_t(stats.deleted_bytes));
         counter_[TTL_TRAVERSE].IncBy(stats.traversed);
         counter_[TTL_DELETE].IncBy(stats.deleted);
       }
 
-      // if our budget is below the limit
+      if (eviction_goal) {
-      if (db_slice.memory_budget() < eviction_redline && GetFlag(FLAGS_enable_heartbeat_eviction)) {
         uint32_t starting_segment_id = rand() % pt->GetSegmentCount();
-        db_slice.FreeMemWithEvictionStep(i, starting_segment_id,
+        auto [evicted_items, evicted_bytes] =
-                                         eviction_redline - db_slice.memory_budget());
+            db_slice.FreeMemWithEvictionStep(i, starting_segment_id, eviction_goal);
+
+        DVLOG(2) << "Heartbeat eviction: Expected to evict " << eviction_goal
+                 << " bytes. Actually evicted " << evicted_items << " items, " << evicted_bytes
+                 << " bytes. Max eviction per heartbeat: "
+                 << GetFlag(FLAGS_max_eviction_per_heartbeat);
+
+        eviction_goal -= std::min(eviction_goal, evicted_bytes);
       }
     }
   }

src/server/main_service.cc

@@ -100,9 +100,10 @@ ABSL_FLAG(dfly::MemoryBytesFlag, maxmemory, dfly::MemoryBytesFlag{},
           "0 - means the program will automatically determine its maximum memory usage. "
           "default: 0");
 
-ABSL_FLAG(double, oom_deny_ratio, 1.1,
+ABSL_RETIRED_FLAG(
-          "commands with flag denyoom will return OOM when the ratio between maxmemory and used "
+    double, oom_deny_ratio, 1.1,
-          "memory is above this value");
+    "commands with flag denyoom will return OOM when the ratio between maxmemory and used "
+    "memory is above this value");
 
 ABSL_FLAG(double, rss_oom_deny_ratio, 1.25,
           "When the ratio between maxmemory and RSS memory exceeds this value, commands marked as "
@@ -722,11 +723,6 @@ string FailedCommandToString(std::string_view command, facade::CmdArgList args,
   return result;
 }
 
-void SetOomDenyRatioOnAllThreads(double ratio) {
-  auto cb = [ratio](unsigned, auto*) { ServerState::tlocal()->oom_deny_ratio = ratio; };
-  shard_set->pool()->AwaitBrief(cb);
-}
-
 void SetRssOomDenyRatioOnAllThreads(double ratio) {
   auto cb = [ratio](unsigned, auto*) { ServerState::tlocal()->rss_oom_deny_ratio = ratio; };
   shard_set->pool()->AwaitBrief(cb);
@@ -793,9 +789,6 @@ void Service::Init(util::AcceptServer* acceptor, std::vector<facade::Listener*>
   config_registry.RegisterMutable("max_eviction_per_heartbeat");
   config_registry.RegisterMutable("max_segment_to_consider");
 
-  config_registry.RegisterSetter<double>("oom_deny_ratio",
-                                         [](double val) { SetOomDenyRatioOnAllThreads(val); });
-
   config_registry.RegisterSetter<double>("rss_oom_deny_ratio",
                                          [](double val) { SetRssOomDenyRatioOnAllThreads(val); });
 
@@ -873,7 +866,6 @@ void Service::Init(util::AcceptServer* acceptor, std::vector<facade::Listener*>
   });
   Transaction::Init(shard_num);
 
-  SetOomDenyRatioOnAllThreads(absl::GetFlag(FLAGS_oom_deny_ratio));
   SetRssOomDenyRatioOnAllThreads(absl::GetFlag(FLAGS_rss_oom_deny_ratio));
 
   // Requires that shard_set will be initialized before because server_family_.Init might
@@ -1001,7 +993,7 @@ bool ShouldDenyOnOOM(const CommandId* cid) {
     uint64_t start_ns = absl::GetCurrentTimeNanos();
     auto memory_stats = etl.GetMemoryUsage(start_ns);
 
-    if (memory_stats.used_mem > (max_memory_limit * etl.oom_deny_ratio) ||
+    if (memory_stats.used_mem > max_memory_limit ||
         (etl.rss_oom_deny_ratio > 0 &&
          memory_stats.rss_mem > (max_memory_limit * etl.rss_oom_deny_ratio))) {
       DLOG(WARNING) << "Out of memory, used " << memory_stats.used_mem << " ,rss "

src/server/server_family.cc

@@ -137,7 +137,6 @@ ABSL_DECLARE_FLAG(bool, tls);
 ABSL_DECLARE_FLAG(string, tls_ca_cert_file);
 ABSL_DECLARE_FLAG(string, tls_ca_cert_dir);
 ABSL_DECLARE_FLAG(int, replica_priority);
-ABSL_DECLARE_FLAG(double, oom_deny_ratio);
 ABSL_DECLARE_FLAG(double, rss_oom_deny_ratio);
 
 bool AbslParseFlag(std::string_view in, ReplicaOfFlag* flag, std::string* err) {
@@ -1014,7 +1013,7 @@ void ServerFamily::UpdateMemoryGlobalStats() {
 
   io::Result<io::StatusData> sdata_res = io::ReadStatusInfo();
   if (sdata_res) {
-    size_t total_rss = sdata_res->vm_rss + sdata_res->hugetlb_pages;
+    size_t total_rss = FetchRssMemory(sdata_res.value());
     rss_mem_current.store(total_rss, memory_order_relaxed);
     if (rss_mem_peak.load(memory_order_relaxed) < total_rss) {
       rss_mem_peak.store(total_rss, memory_order_relaxed);
@@ -1339,7 +1338,7 @@ void PrintPrometheusMetrics(uint64_t uptime, const Metrics& m, DflyCmd* dfly_cmd
                       &resp->body());
   }
   if (sdata_res.has_value()) {
-    size_t rss = sdata_res->vm_rss + sdata_res->hugetlb_pages;
+    size_t rss = FetchRssMemory(sdata_res.value());
     AppendMetricWithoutLabels("used_memory_rss_bytes", "", rss, MetricType::GAUGE, &resp->body());
     AppendMetricWithoutLabels("swap_memory_bytes", "", sdata_res->vm_swap, MetricType::GAUGE,
                               &resp->body());

src/server/server_state.h

@@ -180,6 +180,7 @@ class ServerState {  // public struct - to allow initialization.
     uint64_t used_mem = 0;
     uint64_t rss_mem = 0;
   };
+
   MemoryUsageStats GetMemoryUsage(uint64_t now_ns);
 
   bool AllowInlineScheduling() const;
@@ -296,7 +297,6 @@ class ServerState {  // public struct - to allow initialization.
 
   // Exec descriptor frequency count for this thread.
   absl::flat_hash_map<std::string, unsigned> exec_freq_count;
-  double oom_deny_ratio;
   double rss_oom_deny_ratio;
 
  private:

tests/dragonfly/generic_test.py

@@ -148,14 +148,12 @@ async def test_reply_guard_oom(df_factory, df_seeder_factory):
 
 @pytest.mark.asyncio
 async def test_denyoom_commands(df_factory):
-    df_server = df_factory.create(
+    df_server = df_factory.create(proactor_threads=1, maxmemory="256mb", oom_deny_commands="get")
-        proactor_threads=1, maxmemory="256mb", oom_deny_commands="get", oom_deny_ratio=0.7
-    )
     df_server.start()
     client = df_server.client()
     await client.execute_command("DEBUG POPULATE 7000 size 44000")
 
-    min_deny = 250 * 1024 * 1024  # 250mb
+    min_deny = 256 * 1024 * 1024  # 256mb
     info = await client.info("memory")
     print(f'Used memory {info["used_memory"]}, rss {info["used_memory_rss"]}')
     assert info["used_memory"] > min_deny, "Weak testcase: too little used memory"

tests/dragonfly/memory_test.py

@@ -6,6 +6,31 @@ from . import dfly_args
 from .instance import DflyInstance, DflyInstanceFactory
 
 
+async def calculate_estimated_connection_memory(
+    async_client: aioredis.Redis, df_server: DflyInstance
+):
+    memory_info = await async_client.info("memory")
+    already_used_rss_memory = memory_info["used_memory_rss"]
+
+    connections_number = 100
+    connections = []
+    for _ in range(connections_number):
+        conn = aioredis.Redis(port=df_server.port)
+        await conn.ping()
+        connections.append(conn)
+
+    await asyncio.sleep(1)  # Wait RSS update
+
+    memory_info = await async_client.info("memory")
+    estimated_connections_memory = memory_info["used_memory_rss"] - already_used_rss_memory
+
+    # Close test connection
+    for conn in connections:
+        await conn.close()
+
+    return estimated_connections_memory // connections_number
+
+
 @pytest.mark.opt_only
 @pytest.mark.parametrize(
     "type, keys, val_size, elements",
@@ -160,3 +185,108 @@ async def test_eval_with_oom(df_factory: DflyInstanceFactory):
     info = await client.info("memory")
     logging.debug(f'Used memory {info["used_memory"]}, rss {info["used_memory_rss"]}')
     assert rss_before_eval * 1.01 > info["used_memory_rss"]
+
+
+@pytest.mark.asyncio
+@dfly_args(
+    {
+        "proactor_threads": 1,
+        "cache_mode": "true",
+        "maxmemory": "256mb",
+        "rss_oom_deny_ratio": 0.5,
+        "max_eviction_per_heartbeat": 1000,
+    }
+)
+async def test_cache_eviction_with_rss_deny_oom(
+    async_client: aioredis.Redis,
+    df_server: DflyInstance,
+):
+    """
+    Test to verify that cache eviction is triggered even if used memory is small but rss memory is above limit
+    """
+
+    max_memory = 256 * 1024 * 1024  # 256 MB
+    rss_max_memory = int(max_memory * 0.5)  # 50% of max memory
+
+    data_fill_size = int(0.55 * rss_max_memory)  # 55% of rss_max_memory
+    rss_increase_size = int(0.55 * rss_max_memory)  # 55% of max rss_max_memory
+
+    key_size = 1024 * 5  # 5 kb
+    num_keys = data_fill_size // key_size
+
+    await asyncio.sleep(1)  # Wait for RSS update
+
+    estimated_connection_memory = await calculate_estimated_connection_memory(
+        async_client, df_server
+    )
+    num_connections = rss_increase_size // estimated_connection_memory
+
+    logging.info(
+        f"Estimated connection memory: {estimated_connection_memory}. Number of connections: {num_connections}."
+    )
+
+    # Fill data to 55% of rss max memory
+    await async_client.execute_command("DEBUG", "POPULATE", num_keys, "key", key_size)
+
+    await asyncio.sleep(1)  # Wait for RSS heartbeat update
+
+    # First test that eviction is not triggered without connection creation
+    stats_info = await async_client.info("stats")
+    assert stats_info["evicted_keys"] == 0, "No eviction should start yet."
+
+    # Test that used memory is less than 90% of max memory
+    memory_info = await async_client.info("memory")
+    assert (
+        memory_info["used_memory"] < max_memory * 0.9
+    ), "Used memory should be less than 90% of max memory."
+    assert (
+        memory_info["used_memory_rss"] < rss_max_memory * 0.9
+    ), "RSS memory should be less than 90% of rss max memory (max_memory * rss_oom_deny_ratio)."
+
+    # Disable heartbeat eviction
+    await async_client.execute_command("CONFIG SET enable_heartbeat_eviction false")
+
+    # Increase RSS memory by 55% of rss max memory
+    # We can simulate RSS increase by creating new connections
+    connections = []
+    for _ in range(num_connections):
+        conn = aioredis.Redis(port=df_server.port)
+        await conn.ping()
+        connections.append(conn)
+
+    await asyncio.sleep(1)
+
+    # Check that RSS memory is above rss limit
+    memory_info = await async_client.info("memory")
+    assert (
+        memory_info["used_memory_rss"] >= rss_max_memory * 0.9
+    ), "RSS memory should exceed 90% of the maximum RSS memory limit (max_memory * rss_oom_deny_ratio)."
+
+    # Enable heartbeat eviction
+    await async_client.execute_command("CONFIG SET enable_heartbeat_eviction true")
+
+    await asyncio.sleep(1)  # Wait for RSS heartbeat update
+    await async_client.execute_command("MEMORY DECOMMIT")
+    await asyncio.sleep(1)  # Wait for RSS update
+
+    # Get RSS memory after creating new connections
+    memory_info = await async_client.info("memory")
+    stats_info = await async_client.info("stats")
+
+    logging.info(f'Evicted keys number: {stats_info["evicted_keys"]}. Total keys: {num_keys}.')
+
+    assert (
+        memory_info["used_memory"] < data_fill_size
+    ), "Used memory should be less than initial fill size due to eviction."
+
+    assert (
+        memory_info["used_memory_rss"] < rss_max_memory * 0.9
+    ), "RSS memory should be less than 90% of rss max memory (max_memory * rss_oom_deny_ratio) after eviction."
+
+    # Check that eviction has occurred
+    assert (
+        stats_info["evicted_keys"] > 0
+    ), "Eviction should have occurred due to rss memory pressure."
+
+    for conn in connections:
+        await conn.close()