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[mongo] Add resolved_views, working_millis and queues to the slow que…
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…ry event payload (#18761)

* ingest mongodb 8 specific slow query fields

* add changelog
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@lu-zhengda
lu-zhengda authored Oct 3, 2024
1 parent af62c99 commit 1b58301
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Showing 6 changed files with 115 additions and 5 deletions.
4 changes: 4 additions & 0 deletions mongo/changelog.d/18761.added
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Add `resolved_views`, `working_millis`, and `queues` fields to the slow query (dbm only) event payload
- resolved_views: contains view details for slow queries on views (MongoDB 5.0+)
- working_millis: the amount of time that MongoDB spends working on the operation (MongoDB 8.0+)
- queues: contains information about the operation's queues (MongoDB 8.0+)
22 changes: 21 additions & 1 deletion mongo/datadog_checks/mongo/dbm/slow_operations.py
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Expand Up @@ -257,7 +257,7 @@ def _create_slow_operation_event(self, slow_operation):
"user": slow_operation.get("user"), # only available with profiling
"application": slow_operation.get("appName"), # only available with profiling
"statement": slow_operation["obfuscated_command"],
"query_hash": slow_operation.get("queryHash"), # only available with profiling
"query_hash": slow_operation.get("queryHash") or slow_operation.get("planCacheShapeHash"),
"plan_cache_key": slow_operation.get("planCacheKey"), # only available with profiling
"query_framework": slow_operation.get("queryFramework"),
"comment": slow_operation["command"].get("comment"),
Expand Down Expand Up @@ -290,6 +290,11 @@ def _create_slow_operation_event(self, slow_operation):
"cursor": self._get_slow_operation_cursor(slow_operation),
"lock_stats": self._get_slow_operation_lock_stats(slow_operation),
"flow_control_stats": self._get_slow_operation_flow_control_stats(slow_operation),
# MongoDB 5.0+ specific fields
"resolved_views": self._get_slow_operation_resolved_views(slow_operation),
# MongoDB 8.0+ specific fields
"working_millis": slow_operation.get("workingMillis"), # the amount of time spends working on the operation
"queues": self._get_slow_operation_queues(slow_operation),
}

return self._sanitize_event(event)
Expand Down Expand Up @@ -372,6 +377,21 @@ def _get_slow_operation_flow_control_stats(self, slow_operation):
return format_key_name(self._check.convert_to_underscore_separated, flow_control_stats)
return None

def _get_slow_operation_queues(self, slow_operation):
queues = slow_operation.get("queues")
if queues:
return format_key_name(self._check.convert_to_underscore_separated, queues)
return

def _get_slow_operation_resolved_views(self, slow_operation):
resolved_views = slow_operation.get("resolvedViews")
result = []
if resolved_views:
for view in resolved_views:
view.pop("resolvedPipeline", None)
result.append(format_key_name(self._check.convert_to_underscore_separated, view))
return result or None

def _sanitize_event(self, event):
# remove empty fields
return {k: v for k, v in event.items() if v is not None}
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2 changes: 1 addition & 1 deletion mongo/hatch.toml
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Expand Up @@ -8,7 +8,7 @@ dependencies = [

[[envs.default.matrix]]
python = ["3.12"]
version = ["4.4", "5.0", "6.0", "7.0"]
version = ["4.4", "5.0", "6.0", "7.0", "8.0"]
flavor = ["standalone", "shard", "auth", "tls"]

[envs.default.overrides]
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7 changes: 4 additions & 3 deletions mongo/tests/fixtures/getLog-standalone
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Expand Up @@ -2,14 +2,15 @@
"totalLinesWritten": 1306,
"log": [
"{\"t\":{\"$date\":\"2023-04-01T18:45:38.733+00:00\"},\"s\":\"I\", \"c\":\"WTCHKPT\", \"id\":22430, \"ctx\":\"Checkpointer\",\"msg\":\"WiredTiger message\",\"attr\":{\"message\":{\"ts_sec\":1720550738,\"ts_usec\":733701,\"thread\":\"1:0xffff796debc0\",\"session_name\":\"WT_SESSION.checkpoint\",\"category\":\"WT_VERB_CHECKPOINT_PROGRESS\",\"category_id\":6,\"verbose_level\":\"DEBUG_1\",\"verbose_level_id\":1,\"msg\":\"saving checkpoint snapshot min: 1332074, snapshot max: 1332074 snapshot count: 0, oldest timestamp: (0, 0) , meta checkpoint timestamp: (0, 0) base write gen: 7015\"}}}\n",
"{\"t\":{\"$date\":\"2023-04-01T18:45:41.386+00:00\"},\"s\":\"I\", \"c\":\"WRITE\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"update\",\"ns\":\"test.customers\",\"command\":{\"q\":{\"age\":{\"$gt\":35}},\"u\":{\"$set\":{\"subscribed\":true}},\"multi\":true,\"upsert\":false,\"comment\":\"update customers subscription status by age\"},\"planSummary\":\"IXSCAN { age: -1 }\",\"keysExamined\":487,\"docsExamined\":487,\"nMatched\":487,\"nModified\":487,\"nUpserted\":0,\"keysInserted\":487,\"keysDeleted\":487,\"numYields\":0,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":1}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"w\":1}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":1}},\"Global\":{\"acquireCount\":{\"w\":1}},\"Database\":{\"acquireCount\":{\"w\":1}},\"Collection\":{\"acquireCount\":{\"w\":1}}},\"flowControl\":{\"acquireCount\":1},\"storage\":{},\"cpuNanos\":11530375,\"remote\":\"192.168.65.1:58133\",\"durationMillis\":11}}\n",
"{\"t\":{\"$date\":\"2023-04-01T18:45:41.386+00:00\"},\"s\":\"I\", \"c\":\"WRITE\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"update\",\"ns\":\"test.customers\",\"command\":{\"q\":{\"age\":{\"$gt\":35}},\"u\":{\"$set\":{\"subscribed\":true}},\"multi\":true,\"upsert\":false,\"comment\":\"update customers subscription status by age\"},\"planSummary\":\"IXSCAN { age: -1 }\",\"keysExamined\":487,\"docsExamined\":487,\"nMatched\":487,\"nModified\":487,\"nUpserted\":0,\"keysInserted\":487,\"keysDeleted\":487,\"numYields\":0,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":1}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"w\":1}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":1}},\"Global\":{\"acquireCount\":{\"w\":1}},\"Database\":{\"acquireCount\":{\"w\":1}},\"Collection\":{\"acquireCount\":{\"w\":1}}},\"flowControl\":{\"acquireCount\":1},\"storage\":{},\"cpuNanos\":11530375,\"remote\":\"192.168.65.1:58133\",\"durationMillis\":11,\"workingMillis\":10}}\n",
"{\"t\":{\"$date\":\"2024-04-01T18:45:41.387+00:00\"},\"s\":\"I\", \"c\":\"COMMAND\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.$cmd\",\"command\":{\"update\":\"customers\",\"ordered\":true,\"comment\":\"update customers subscription status by age\",\"$db\":\"test\"},\"numYields\":0,\"reslen\":60,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":2}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":1}},\"Global\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"Database\":{\"acquireCount\":{\"w\":2}},\"Collection\":{\"acquireCount\":{\"w\":2}}},\"flowControl\":{\"acquireCount\":1},\"storage\":{},\"cpuNanos\":11746542,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":11}}\n",
"{\"t\":{\"$date\":\"2024-04-01T18:45:41.387+00:00\"},\"s\":\"I\", \"c\":\"COMMAND\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.$cmd\",\"command\":{\"update\":\"customers\",\"ordered\":true,\"comment\":\"update customers subscription status by age\",\"$db\":\"test\"},\"numYields\":0,\"reslen\":60,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":2}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":1}},\"Global\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"Database\":{\"acquireCount\":{\"w\":2}},\"Collection\":{\"acquireCount\":{\"w\":2}}},\"flowControl\":{\"acquireCount\":1},\"storage\":{},\"cpuNanos\":11746542,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":11}}\n",
"{\"t\":{\"$date\":\"2024-04-01T18:45:41.387+00:00\"},\"s\":\"I\", \"c\":\"COMMAND\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.$cmd\",\"command\":{\"update\":\"customers\",\"ordered\":true,\"comment\":\"update customers subscription status by age\",\"$db\":\"test\"},\"numYields\":0,\"reslen\":60,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":2}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":1}},\"Global\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"Database\":{\"acquireCount\":{\"w\":2}},\"Collection\":{\"acquireCount\":{\"w\":2}}},\"flowControl\":{\"acquireCount\":1},\"storage\":{},\"cpuNanos\":11746542,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":11}}\n",
"{\"t\":{\"$date\":\"2999-04-01T18:45:43.991+00:00\"},\"s\":\"I\", \"c\":\"WRITE\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"update\",\"ns\":\"test.customers\",\"command\":{\"q\":{\"age\":{\"$gt\":18}},\"u\":{\"$set\":{\"subscribed\":false}},\"multi\":true,\"upsert\":false,\"comment\":\"update customers subscription status by age\"},\"planSummary\":\"IXSCAN { age: -1 }\",\"keysExamined\":608,\"docsExamined\":608,\"nMatched\":608,\"nModified\":441,\"nUpserted\":0,\"keysInserted\":441,\"keysDeleted\":441,\"numYields\":4,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":5}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"w\":5}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":5}},\"Global\":{\"acquireCount\":{\"w\":5}},\"Database\":{\"acquireCount\":{\"w\":5}},\"Collection\":{\"acquireCount\":{\"w\":5}}},\"flowControl\":{\"acquireCount\":5},\"storage\":{},\"cpuNanos\":74500749,\"remote\":\"192.168.65.1:58133\",\"durationMillis\":74}}\n",
"{\"t\":{\"$date\":\"2999-04-01T18:45:43.991+00:00\"},\"s\":\"I\", \"c\":\"WRITE\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"update\",\"ns\":\"test.customers\",\"command\":{\"q\":{\"age\":{\"$gt\":18}},\"u\":{\"$set\":{\"subscribed\":false}},\"multi\":true,\"upsert\":false,\"comment\":\"update customers subscription status by age\"},\"planSummary\":\"IXSCAN { age: -1 }\",\"keysExamined\":608,\"docsExamined\":608,\"nMatched\":608,\"nModified\":441,\"nUpserted\":0,\"keysInserted\":441,\"keysDeleted\":441,\"numYields\":4,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":5}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"w\":5}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":5}},\"Global\":{\"acquireCount\":{\"w\":5}},\"Database\":{\"acquireCount\":{\"w\":5}},\"Collection\":{\"acquireCount\":{\"w\":5}}},\"flowControl\":{\"acquireCount\":5},\"storage\":{},\"cpuNanos\":74500749,\"remote\":\"192.168.65.1:58133\",\"durationMillis\":74,\"queues\":{\"ingress\":{\"admissions\":7,\"totalTimeQueuedMicros\":0},\"execution\":{\"admissions\":328,\"totalTimeQueuedMicros\":2109}}}}\n",
"{\"t\":{\"$date\":\"2999-04-01T18:45:43.991+00:00\"},\"s\":\"I\", \"c\":\"COMMAND\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.$cmd\",\"command\":{\"update\":\"customers\",\"ordered\":true,\"comment\":\"update customers subscription status by age\",\"$db\":\"test\"},\"numYields\":4,\"reslen\":60,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":6}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1,\"w\":6}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":5}},\"Global\":{\"acquireCount\":{\"r\":1,\"w\":6}},\"Database\":{\"acquireCount\":{\"w\":6}},\"Collection\":{\"acquireCount\":{\"w\":6}}},\"flowControl\":{\"acquireCount\":5},\"storage\":{},\"cpuNanos\":74715957,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":74}}\n",
"{\"t\":{\"$date\":\"2999-04-01T18:45:45.007+00:00\"},\"s\":\"I\", \"c\":\"WRITE\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"update\",\"ns\":\"test.customers\",\"command\":{\"q\":{\"age\":{\"$gt\":35}},\"u\":{\"$set\":{\"subscribed\":true}},\"multi\":true,\"upsert\":false,\"comment\":\"update customers subscription status by age\"},\"planSummary\":\"IXSCAN { age: -1 }\",\"keysExamined\":495,\"docsExamined\":495,\"nMatched\":495,\"nModified\":495,\"nUpserted\":0,\"keysInserted\":495,\"keysDeleted\":495,\"numYields\":2,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":3}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"w\":3}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":3}},\"Global\":{\"acquireCount\":{\"w\":3}},\"Database\":{\"acquireCount\":{\"w\":3}},\"Collection\":{\"acquireCount\":{\"w\":3}}},\"flowControl\":{\"acquireCount\":3},\"storage\":{},\"cpuNanos\":27416375,\"remote\":\"192.168.65.1:58133\",\"durationMillis\":27}}\n",
"{\"t\":{\"$date\":\"2999-04-01T18:45:45.007+00:00\"},\"s\":\"I\", \"c\":\"WRITE\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"update\",\"ns\":\"test.customers\",\"command\":{\"q\":{\"age\":{\"$gt\":35}},\"u\":{\"$set\":{\"subscribed\":true}},\"multi\":true,\"upsert\":false,\"comment\":\"update customers subscription status by age\"},\"planSummary\":\"IXSCAN { age: -1 }\",\"keysExamined\":495,\"docsExamined\":495,\"nMatched\":495,\"nModified\":495,\"nUpserted\":0,\"keysInserted\":495,\"keysDeleted\":495,\"numYields\":2,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":3}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"w\":3}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":3}},\"Global\":{\"acquireCount\":{\"w\":3}},\"Database\":{\"acquireCount\":{\"w\":3}},\"Collection\":{\"acquireCount\":{\"w\":3}}},\"flowControl\":{\"acquireCount\":3},\"storage\":{},\"cpuNanos\":27416375,\"remote\":\"192.168.65.1:58133\",\"durationMillis\":27,\"workingMillis\":20,\"queues\":{\"ingress\":{\"admissions\":7,\"totalTimeQueuedMicros\":0},\"execution\":{\"admissions\":328,\"totalTimeQueuedMicros\":2109}}}}\n",
"{\"t\":{\"$date\":\"2999-04-01T18:45:45.008+00:00\"},\"s\":\"I\", \"c\":\"COMMAND\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.$cmd\",\"command\":{\"update\":\"customers\",\"ordered\":true,\"comment\":\"update customers subscription status by age\",\"$db\":\"test\"},\"numYields\":2,\"reslen\":60,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":4}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1,\"w\":4}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":3}},\"Global\":{\"acquireCount\":{\"r\":1,\"w\":4}},\"Database\":{\"acquireCount\":{\"w\":4}},\"Collection\":{\"acquireCount\":{\"w\":4}}},\"flowControl\":{\"acquireCount\":3},\"storage\":{},\"cpuNanos\":27721625,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":27}}\n",
"{\"t\":{\"$date\":\"2999-04-01T18:45:45.009+00:00\"},\"s\":\"I\", \"c\":\"COMMAND\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.myview\",\"command\":{\"update\":\"customers\",\"ordered\":true,\"comment\":\"update customers subscription status by age\",\"$db\":\"test\"},\"numYields\":2,\"reslen\":60,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":4}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1,\"w\":4}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":3}},\"Global\":{\"acquireCount\":{\"r\":1,\"w\":4}},\"Database\":{\"acquireCount\":{\"w\":4}},\"Collection\":{\"acquireCount\":{\"w\":4}}},\"flowControl\":{\"acquireCount\":3},\"storage\":{},\"cpuNanos\":27721625,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":27,\"resolvedViews\":[{\"viewNamespace\":\"test.myview\",\"dependencyChain\":[\"myView\",\"myCollection\"],\"resolvedPipeline\":[{\"$sort\":{\"firstName\":1}}]}]}}\n",
"{\"t\":{\"$date\":\"2999-04-01T18:45:45.040+00:00\"},\"s\":\"I\", \"c\":\"WRITE\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"update\",\"ns\":\"test.customers\",\"command\":{\"q\":{\"age\":{\"$gt\":18}},\"u\":{\"$set\":{\"subscribed\":false}},\"multi\":true,\"upsert\":false,\"comment\":\"update customers subscription status by age\"},\"planSummary\":\"IXSCAN { age: -1 }\",\"keysExamined\":495,\"docsExamined\":495,\"nMatched\":495,\"nModified\":495,\"nUpserted\":0,\"keysInserted\":495,\"keysDeleted\":495,\"numYields\":0,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":1}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"w\":1}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":1}},\"Global\":{\"acquireCount\":{\"w\":1}},\"Database\":{\"acquireCount\":{\"w\":1}},\"Collection\":{\"acquireCount\":{\"w\":1}}},\"flowControl\":{\"acquireCount\":1},\"storage\":{},\"cpuNanos\":14032417,\"remote\":\"192.168.65.1:58133\",\"durationMillis\":14}}\n",
"{\"t\":{\"$date\":\"2999-04-01T18:45:45.041+00:00\"},\"s\":\"I\", \"c\":\"COMMAND\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.$cmd\",\"command\":{\"update\":\"customers\",\"ordered\":true,\"comment\":\"update customers subscription status by age\",\"$db\":\"test\"},\"numYields\":0,\"reslen\":60,\"locks\":{\"ParallelBatchWriterMode\":{\"acquireCount\":{\"r\":2}},\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"ReplicationStateTransition\":{\"acquireCount\":{\"w\":1}},\"Global\":{\"acquireCount\":{\"r\":1,\"w\":2}},\"Database\":{\"acquireCount\":{\"w\":2}},\"Collection\":{\"acquireCount\":{\"w\":2}}},\"flowControl\":{\"acquireCount\":1},\"storage\":{},\"cpuNanos\":15198542,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":15}}\n",
"{\"t\":{\"$date\":\"2999-04-01T18:45:45.338+00:00\"},\"s\":\"I\", \"c\":\"COMMAND\", \"id\":51803, \"ctx\":\"conn50\",\"msg\":\"Slow query\",\"attr\":{\"type\":\"command\",\"ns\":\"test.customers\",\"command\":{\"find\":\"customers\",\"filter\":{\"subscribed\":false},\"sort\":{\"name\":1},\"comment\":\"query customers by subscription status\",\"limit\":151,\"$db\":\"test\"},\"planSummary\":\"IXSCAN { name: 1 }\",\"planningTimeMicros\":11891,\"cursorid\":5170666760900931828,\"keysExamined\":540,\"docsExamined\":540,\"fromPlanCache\":true,\"nBatches\":1,\"numYields\":0,\"nreturned\":101,\"queryHash\":\"A9774B9D\",\"planCacheKey\":\"0D12DCDF\",\"queryFramework\":\"classic\",\"reslen\":14089,\"locks\":{\"FeatureCompatibilityVersion\":{\"acquireCount\":{\"r\":1}},\"Global\":{\"acquireCount\":{\"r\":1}}},\"storage\":{},\"cpuNanos\":12071416,\"remote\":\"192.168.65.1:58133\",\"protocol\":\"op_msg\",\"durationMillis\":12}}\n",
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