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Increase 'mapping.total_fields.limit' to '2000' #1722

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merged 1 commit into from
Jun 5, 2023

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@b-deam b-deam commented Jun 1, 2023

elastic/elasticsearch#94543 introduced new transport.actions.*.requests and transport.actions.*.responses keys in the node stats API response from 8.8.0 onwards.

If you run Rally with the node-stats telemetry device enabled, these fields are collected and added to the rally-metrics* mappings, alone accounting for ~400 or so fields. By default, indices can only have 1000 fields, so this commit increases the limit to 2000, otherwise it's likely users will encounter errors like this:

Running validate-package-template-installation                                 [  0% done]                                                             [128/5844]
                                                                                                                                                                 
[ERROR] Cannot race. Traceback (most recent call last):                                                                                                          
  File "/home/esbench/rally/esrally/metrics.py", line 117, in guarded                                                                                            
    return target(*args, **kwargs)                                                                                                                               
           ^^^^^^^^^^^^^^^^^^^^^^^                                                                                                                               
  File "/home/esbench/.local/lib/python3.11/site-packages/elasticsearch/helpers/actions.py", line 524, in bulk                                                   
    for ok, item in streaming_bulk(                                                                                                                              
  File "/home/esbench/.local/lib/python3.11/site-packages/elasticsearch/helpers/actions.py", line 438, in streaming_bulk                                         
    for data, (ok, info) in zip(                                                                                                                                 
  File "/home/esbench/.local/lib/python3.11/site-packages/elasticsearch/helpers/actions.py", line 355, in _process_bulk_chunk                                    
    yield from gen                                                                                                                                               
  File "/home/esbench/.local/lib/python3.11/site-packages/elasticsearch/helpers/actions.py", line 274, in _process_bulk_chunk_success                            
    raise BulkIndexError(f"{len(errors)} document(s) failed to index.", errors)                                                                                  
elasticsearch.helpers.BulkIndexError: 9 document(s) failed to index.                                                                                             
                                                                                                                                                                 
During handling of the above exception, another exception occurred:                                                                                              
                                                                                                                                                                 
Traceback (most recent call last):                                                                                                                               
  File "/home/esbench/rally/esrally/actor.py", line 92, in guard                                                                                                 
    return f(self, msg, sender)                                                                                                                                  
           ^^^^^^^^^^^^^^^^^^^^                                                                                                                                  
  File "/home/esbench/rally/esrally/driver/driver.py", line 289, in receiveMsg_JoinPointReached                                                                  
    self.coordinator.joinpoint_reached(msg.worker_id, msg.worker_timestamp, msg.task)                                                                            
  File "/home/esbench/rally/esrally/driver/driver.py", line 792, in joinpoint_reached                                                                            
    self.post_process_samples()                                                                                                                                  
  File "/home/esbench/rally/esrally/driver/driver.py", line 955, in post_process_samples                                                                         
    self.sample_post_processor(raw_samples)                                                                                                                      
  File "/home/esbench/rally/esrally/driver/driver.py", line 1068, in __call__
    self.metrics_store.flush(refresh=False)
  File "/home/esbench/rally/esrally/metrics.py", line 928, in flush
    self._client.bulk_index(index=self._index, items=self._docs)
  File "/home/esbench/rally/esrally/metrics.py", line 93, in bulk_index
    self.guarded(elasticsearch.helpers.bulk, self._client, items, index=index, chunk_size=5000)
  File "/home/esbench/rally/esrally/metrics.py", line 181, in guarded
    raise exceptions.RallyError(msg)
esrally.exceptions.RallyError: Unretryable error encountered when sending metrics to remote metrics store: [document_parsing_exception]

Getting further help:
*********************
* Check the log files in /home/esbench/.rally/logs for errors.
* Read the documentation at https://esrally.readthedocs.io/en/latest/.
* Ask a question on the forum at https://discuss.elastic.co/tags/c/elastic-stack/elasticsearch/rally.
* Raise an issue at https://github.com/elastic/rally/issues and include the log files in /home/esbench/.rally/logs.

----------------------------------
[INFO] FAILURE (took 1434 seconds)
----------------------------------

# rally.log
2023-06-01 01:01:00,539 ActorAddr-(T|:34825)/PID:5445 esrally.metrics ERROR Unretryable error encountered when sending metrics to remote metrics store: [document_parsing_exception] - Full error(s) [[{'index': {'_index': 'rally-metrics-2023-06', '_id': 'tVB4dIgBGYsqP9Qh5iCk', 'status': 400, 'error': {'type': 'document_parsing_exception', 'reason': '[1:681] failed to parse: Limit of total fields [1000] has been exceeded while adding new fields [32]',  [...]

@b-deam b-deam self-assigned this Jun 1, 2023
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b-deam commented Jun 1, 2023

Some jq magic:

$ jq '[to_entries[]| .key as $index| (.value.mappings|keys|length) as $type_count| [ .value.mappings|to_entries[]|{(.key): ([.value|..|.type?|select(.!=null)]|length)} ]|map(to_entries)| flatten| sort_by(.value)|from_entries as $types | {INDEX: $index, _typeCount: $type_count, index_field_count: ([$types|to_entries[].value]|add), $types}]| sort_by(.types|to_entries[-1].value // 0) as $d| [.[].types|to_entries[]|.value]|add as $field_sum| $d + [{TOTAL_FIELD_COUNT: $field_sum}]' mapping.json
[
  {
    "INDEX": "rally-metrics-2023-06",
    "_typeCount": 3,
    "index_field_count": 1020,
    "types": {
      "date_detection": 0,
      "dynamic_templates": 1,
      "properties": 1019
    }
  },
  {
    "TOTAL_FIELD_COUNT": 1020
  }
]
Example mapping output
{
  "rally-metrics-2023-06": {
    "mappings": {
      "dynamic_templates": [
        {
          "strings": {
            "match": "*",
            "match_mapping_type": "string",
            "mapping": {
              "type": "keyword"
            }
          }
        }
      ],
      "date_detection": false,
      "properties": {
        "@timestamp": {
          "type": "date",
          "format": "epoch_millis"
        },
        "breakers_eql_sequence_estimated_size_in_bytes": {
          "type": "long"
        },
        "breakers_eql_sequence_limit_size_in_bytes": {
          "type": "long"
        },
        "breakers_eql_sequence_overhead": {
          "type": "float"
        },
        "breakers_eql_sequence_tripped": {
          "type": "long"
        },
        "breakers_fielddata_estimated_size_in_bytes": {
          "type": "long"
        },
        "breakers_fielddata_limit_size_in_bytes": {
          "type": "long"
        },
        "breakers_fielddata_overhead": {
          "type": "float"
        },
        "breakers_fielddata_tripped": {
          "type": "long"
        },
        "breakers_inflight_requests_estimated_size_in_bytes": {
          "type": "long"
        },
        "breakers_inflight_requests_limit_size_in_bytes": {
          "type": "long"
        },
        "breakers_inflight_requests_overhead": {
          "type": "float"
        },
        "breakers_inflight_requests_tripped": {
          "type": "long"
        },
        "breakers_model_inference_estimated_size_in_bytes": {
          "type": "long"
        },
        "breakers_model_inference_limit_size_in_bytes": {
          "type": "long"
        },
        "breakers_model_inference_overhead": {
          "type": "float"
        },
        "breakers_model_inference_tripped": {
          "type": "long"
        },
        "breakers_parent_estimated_size_in_bytes": {
          "type": "long"
        },
        "breakers_parent_limit_size_in_bytes": {
          "type": "long"
        },
        "breakers_parent_overhead": {
          "type": "float"
        },
        "breakers_parent_tripped": {
          "type": "long"
        },
        "breakers_request_estimated_size_in_bytes": {
          "type": "long"
        },
        "breakers_request_limit_size_in_bytes": {
          "type": "long"
        },
        "breakers_request_overhead": {
          "type": "float"
        },
        "breakers_request_tripped": {
          "type": "long"
        },
        "car": {
          "type": "keyword"
        },
        "challenge": {
          "type": "keyword"
        },
        "docs": {
          "type": "long"
        },
        "environment": {
          "type": "keyword"
        },
        "index": {
          "type": "keyword"
        },
        "indexing_pressure_memory_current_all_in_bytes": {
          "type": "long"
        },
        "indexing_pressure_memory_current_combined_coordinating_and_primary_in_bytes": {
          "type": "long"
        },
        "indexing_pressure_memory_current_coordinating_in_bytes": {
          "type": "long"
        },
        "indexing_pressure_memory_current_primary_in_bytes": {
          "type": "long"
        },
        "indexing_pressure_memory_current_replica_in_bytes": {
          "type": "long"
        },
        "indexing_pressure_memory_limit_in_bytes": {
          "type": "long"
        },
        "indexing_pressure_memory_total_all_in_bytes": {
          "type": "long"
        },
        "indexing_pressure_memory_total_combined_coordinating_and_primary_in_bytes": {
          "type": "long"
        },
        "indexing_pressure_memory_total_coordinating_in_bytes": {
          "type": "long"
        },
        "indexing_pressure_memory_total_coordinating_rejections": {
          "type": "long"
        },
        "indexing_pressure_memory_total_primary_in_bytes": {
          "type": "long"
        },
        "indexing_pressure_memory_total_primary_rejections": {
          "type": "long"
        },
        "indexing_pressure_memory_total_replica_in_bytes": {
          "type": "long"
        },
        "indexing_pressure_memory_total_replica_rejections": {
          "type": "long"
        },
        "indices_docs_count": {
          "type": "long"
        },
        "indices_docs_deleted": {
          "type": "long"
        },
        "indices_fielddata_evictions": {
          "type": "long"
        },
        "indices_fielddata_global_ordinals_build_time_in_millis": {
          "type": "long"
        },
        "indices_fielddata_memory_size_in_bytes": {
          "type": "long"
        },
        "indices_flush_periodic": {
          "type": "long"
        },
        "indices_flush_total": {
          "type": "long"
        },
        "indices_flush_total_time_in_millis": {
          "type": "long"
        },
        "indices_indexing_delete_current": {
          "type": "long"
        },
        "indices_indexing_delete_time_in_millis": {
          "type": "long"
        },
        "indices_indexing_delete_total": {
          "type": "long"
        },
        "indices_indexing_index_current": {
          "type": "long"
        },
        "indices_indexing_index_failed": {
          "type": "long"
        },
        "indices_indexing_index_time_in_millis": {
          "type": "long"
        },
        "indices_indexing_index_total": {
          "type": "long"
        },
        "indices_indexing_noop_update_total": {
          "type": "long"
        },
        "indices_indexing_throttle_time_in_millis": {
          "type": "long"
        },
        "indices_indexing_write_load": {
          "type": "float"
        },
        "indices_merges_current": {
          "type": "long"
        },
        "indices_merges_current_docs": {
          "type": "long"
        },
        "indices_merges_current_size_in_bytes": {
          "type": "long"
        },
        "indices_merges_total": {
          "type": "long"
        },
        "indices_merges_total_auto_throttle_in_bytes": {
          "type": "long"
        },
        "indices_merges_total_docs": {
          "type": "long"
        },
        "indices_merges_total_size_in_bytes": {
          "type": "long"
        },
        "indices_merges_total_stopped_time_in_millis": {
          "type": "long"
        },
        "indices_merges_total_throttled_time_in_millis": {
          "type": "long"
        },
        "indices_merges_total_time_in_millis": {
          "type": "long"
        },
        "indices_query_cache_cache_count": {
          "type": "long"
        },
        "indices_query_cache_cache_size": {
          "type": "long"
        },
        "indices_query_cache_evictions": {
          "type": "long"
        },
        "indices_query_cache_hit_count": {
          "type": "long"
        },
        "indices_query_cache_memory_size_in_bytes": {
          "type": "long"
        },
        "indices_query_cache_miss_count": {
          "type": "long"
        },
        "indices_query_cache_total_count": {
          "type": "long"
        },
        "indices_refresh_external_total": {
          "type": "long"
        },
        "indices_refresh_external_total_time_in_millis": {
          "type": "long"
        },
        "indices_refresh_listeners": {
          "type": "long"
        },
        "indices_refresh_total": {
          "type": "long"
        },
        "indices_refresh_total_time_in_millis": {
          "type": "long"
        },
        "indices_request_cache_evictions": {
          "type": "long"
        },
        "indices_request_cache_hit_count": {
          "type": "long"
        },
        "indices_request_cache_memory_size_in_bytes": {
          "type": "long"
        },
        "indices_request_cache_miss_count": {
          "type": "long"
        },
        "indices_search_fetch_current": {
          "type": "long"
        },
        "indices_search_fetch_time_in_millis": {
          "type": "long"
        },
        "indices_search_fetch_total": {
          "type": "long"
        },
        "indices_search_open_contexts": {
          "type": "long"
        },
        "indices_search_query_current": {
          "type": "long"
        },
        "indices_search_query_time_in_millis": {
          "type": "long"
        },
        "indices_search_query_total": {
          "type": "long"
        },
        "indices_search_scroll_current": {
          "type": "long"
        },
        "indices_search_scroll_time_in_millis": {
          "type": "long"
        },
        "indices_search_scroll_total": {
          "type": "long"
        },
        "indices_search_suggest_current": {
          "type": "long"
        },
        "indices_search_suggest_time_in_millis": {
          "type": "long"
        },
        "indices_search_suggest_total": {
          "type": "long"
        },
        "indices_segments_count": {
          "type": "long"
        },
        "indices_segments_doc_values_memory_in_bytes": {
          "type": "long"
        },
        "indices_segments_fixed_bit_set_memory_in_bytes": {
          "type": "long"
        },
        "indices_segments_index_writer_memory_in_bytes": {
          "type": "long"
        },
        "indices_segments_max_unsafe_auto_id_timestamp": {
          "type": "long"
        },
        "indices_segments_memory_in_bytes": {
          "type": "long"
        },
        "indices_segments_norms_memory_in_bytes": {
          "type": "long"
        },
        "indices_segments_points_memory_in_bytes": {
          "type": "long"
        },
        "indices_segments_stored_fields_memory_in_bytes": {
          "type": "long"
        },
        "indices_segments_term_vectors_memory_in_bytes": {
          "type": "long"
        },
        "indices_segments_terms_memory_in_bytes": {
          "type": "long"
        },
        "indices_segments_version_map_memory_in_bytes": {
          "type": "long"
        },
        "indices_store_reserved_in_bytes": {
          "type": "long"
        },
        "indices_store_size_in_bytes": {
          "type": "long"
        },
        "indices_store_total_data_set_size_in_bytes": {
          "type": "long"
        },
        "indices_translog_earliest_last_modified_age": {
          "type": "long"
        },
        "indices_translog_operations": {
          "type": "long"
        },
        "indices_translog_size_in_bytes": {
          "type": "long"
        },
        "indices_translog_uncommitted_operations": {
          "type": "long"
        },
        "indices_translog_uncommitted_size_in_bytes": {
          "type": "long"
        },
        "job": {
          "type": "keyword"
        },
        "jvm_buffer_pools_direct_count": {
          "type": "long"
        },
        "jvm_buffer_pools_direct_total_capacity_in_bytes": {
          "type": "long"
        },
        "jvm_buffer_pools_direct_used_in_bytes": {
          "type": "long"
        },
        "jvm_buffer_pools_mapped - 'non-volatile memory'_count": {
          "type": "long"
        },
        "jvm_buffer_pools_mapped - 'non-volatile memory'_total_capacity_in_bytes": {
          "type": "long"
        },
        "jvm_buffer_pools_mapped - 'non-volatile memory'_used_in_bytes": {
          "type": "long"
        },
        "jvm_buffer_pools_mapped_count": {
          "type": "long"
        },
        "jvm_buffer_pools_mapped_total_capacity_in_bytes": {
          "type": "long"
        },
        "jvm_buffer_pools_mapped_used_in_bytes": {
          "type": "long"
        },
        "jvm_gc_collectors_G1 Concurrent GC_collection_count": {
          "type": "long"
        },
        "jvm_gc_collectors_G1 Concurrent GC_collection_time_in_millis": {
          "type": "long"
        },
        "jvm_gc_collectors_old_collection_count": {
          "type": "long"
        },
        "jvm_gc_collectors_old_collection_time_in_millis": {
          "type": "long"
        },
        "jvm_gc_collectors_young_collection_count": {
          "type": "long"
        },
        "jvm_gc_collectors_young_collection_time_in_millis": {
          "type": "long"
        },
        "jvm_mem_heap_committed_in_bytes": {
          "type": "long"
        },
        "jvm_mem_heap_max_in_bytes": {
          "type": "long"
        },
        "jvm_mem_heap_used_in_bytes": {
          "type": "long"
        },
        "jvm_mem_heap_used_percent": {
          "type": "long"
        },
        "jvm_mem_non_heap_committed_in_bytes": {
          "type": "long"
        },
        "jvm_mem_non_heap_used_in_bytes": {
          "type": "long"
        },
        "jvm_mem_pools_old_max_in_bytes": {
          "type": "long"
        },
        "jvm_mem_pools_old_peak_max_in_bytes": {
          "type": "long"
        },
        "jvm_mem_pools_old_peak_used_in_bytes": {
          "type": "long"
        },
        "jvm_mem_pools_old_used_in_bytes": {
          "type": "long"
        },
        "jvm_mem_pools_survivor_max_in_bytes": {
          "type": "long"
        },
        "jvm_mem_pools_survivor_peak_max_in_bytes": {
          "type": "long"
        },
        "jvm_mem_pools_survivor_peak_used_in_bytes": {
          "type": "long"
        },
        "jvm_mem_pools_survivor_used_in_bytes": {
          "type": "long"
        },
        "jvm_mem_pools_young_max_in_bytes": {
          "type": "long"
        },
        "jvm_mem_pools_young_peak_max_in_bytes": {
          "type": "long"
        },
        "jvm_mem_pools_young_peak_used_in_bytes": {
          "type": "long"
        },
        "jvm_mem_pools_young_used_in_bytes": {
          "type": "long"
        },
        "max": {
          "type": "float"
        },
        "mean": {
          "type": "float"
        },
        "median": {
          "type": "float"
        },
        "meta": {
          "properties": {
            "attribute_availability_zone": {
              "type": "keyword"
            },
            "attribute_data": {
              "type": "keyword"
            },
            "attribute_instance_configuration": {
              "type": "keyword"
            },
            "attribute_k8s_node_name": {
              "type": "keyword"
            },
            "attribute_logical_availability_zone": {
              "type": "keyword"
            },
            "attribute_region": {
              "type": "keyword"
            },
            "attribute_server_name": {
              "type": "keyword"
            },
            "attribute_transform": {
              "properties": {
                "node": {
                  "type": "keyword"
                }
              }
            },
            "attribute_xpack": {
              "properties": {
                "installed": {
                  "type": "keyword"
                }
              }
            },
            "bulk-request-size-bytes": {
              "type": "long"
            },
            "client": {
              "type": "long"
            },
            "cluster": {
              "type": "keyword"
            },
            "cluster-status": {
              "type": "keyword"
            },
            "cluster_name": {
              "type": "keyword"
            },
            "condition": {
              "properties": {
                "actual-value": {
                  "type": "keyword"
                },
                "expected-value": {
                  "type": "keyword"
                },
                "path": {
                  "type": "keyword"
                }
              }
            },
            "cpu_logical_cores": {
              "type": "long"
            },
            "cpu_model": {
              "type": "keyword"
            },
            "cpu_physical_cores": {
              "type": "long"
            },
            "distribution_flavor": {
              "type": "keyword"
            },
            "distribution_version": {
              "type": "keyword"
            },
            "error-count": {
              "type": "long"
            },
            "event-time-span": {
              "type": "float"
            },
            "host_name": {
              "type": "keyword"
            },
            "index": {
              "type": "keyword"
            },
            "index-lag": {
              "type": "float"
            },
            "ingest_took": {
              "type": "long"
            },
            "jvm_vendor": {
              "type": "keyword"
            },
            "jvm_version": {
              "type": "keyword"
            },
            "max-timestamp": {
              "type": "keyword"
            },
            "min-timestamp": {
              "type": "keyword"
            },
            "node_name": {
              "type": "keyword"
            },
            "ops": {
              "properties": {
                "create": {
                  "properties": {
                    "created": {
                      "type": "long"
                    },
                    "item-count": {
                      "type": "long"
                    }
                  }
                }
              }
            },
            "os_name": {
              "type": "keyword"
            },
            "os_version": {
              "type": "keyword"
            },
            "pipeline_name": {
              "type": "keyword"
            },
            "processor_name": {
              "type": "keyword"
            },
            "raw-size-bytes": {
              "type": "long"
            },
            "relative-time": {
              "type": "long"
            },
            "relocating-shards": {
              "type": "long"
            },
            "roles": {
              "type": "keyword"
            },
            "shard": {
              "type": "long"
            },
            "shards_histogram": {
              "properties": {
                "item-count": {
                  "type": "long"
                },
                "shards": {
                  "properties": {
                    "failed": {
                      "type": "long"
                    },
                    "successful": {
                      "type": "long"
                    },
                    "total": {
                      "type": "long"
                    }
                  }
                }
              }
            },
            "source_revision": {
              "type": "keyword"
            },
            "success": {
              "type": "boolean"
            },
            "success-count": {
              "type": "long"
            },
            "tag_created-by": {
              "type": "keyword"
            },
            "tag_division": {
              "type": "keyword"
            },
            "tag_env-id": {
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        "transport_actions_internal:index/shard/recovery/clean_files_responses_count": {
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        "transport_actions_internal:index/shard/recovery/filesInfo_requests_count": {
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          "type": "long"
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        "transport_actions_internal:index/shard/recovery/filesInfo_responses_count": {
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        "transport_actions_internal:index/shard/recovery/finalize_responses_count": {
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        "transport_actions_internal:index/shard/recovery/finalize_responses_total_size_in_bytes": {
          "type": "long"
        },
        "transport_actions_internal:index/shard/recovery/handoff_primary_context_requests_count": {
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        },
        "transport_actions_internal:index/shard/recovery/handoff_primary_context_requests_total_size_in_bytes": {
          "type": "long"
        },
        "transport_actions_internal:index/shard/recovery/handoff_primary_context_responses_count": {
          "type": "long"
        },
        "transport_actions_internal:index/shard/recovery/handoff_primary_context_responses_total_size_in_bytes": {
          "type": "long"
        },
        "transport_actions_internal:index/shard/recovery/prepare_translog_requests_count": {
          "type": "long"
        },
        "transport_actions_internal:index/shard/recovery/prepare_translog_requests_total_size_in_bytes": {
          "type": "long"
        },
        "transport_actions_internal:index/shard/recovery/prepare_translog_responses_count": {
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        "transport_actions_internal:index/shard/recovery/prepare_translog_responses_total_size_in_bytes": {
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        "transport_actions_internal:index/shard/recovery/restore_file_from_snapshot_requests_total_size_in_bytes": {
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        "transport_actions_internal:index/shard/recovery/restore_file_from_snapshot_responses_count": {
          "type": "long"
        },
        "transport_actions_internal:index/shard/recovery/restore_file_from_snapshot_responses_total_size_in_bytes": {
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        "transport_actions_internal:transport/handshake_requests_count": {
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        },
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        "transport_actions_internal:transport/handshake_responses_total_size_in_bytes": {
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        "transport_rx_count": {
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        },
        "transport_rx_size_in_bytes": {
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        "transport_server_open": {
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        "transport_total_outbound_connections": {
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        "transport_tx_count": {
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        "transport_tx_size_in_bytes": {
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        "unit": {
          "type": "keyword"
        },
        "value": {
          "type": "float"
        },
        "young": {
          "properties": {
            "peak_usage": {
              "type": "long"
            },
            "unit": {
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    }
  }
}

@b-deam b-deam added bug Something's wrong :Metrics How metrics are stored, calculated or aggregated :Telemetry Telemetry Devices that gather additional metrics labels Jun 1, 2023
@b-deam b-deam modified the milestones: 2.8.1, 2.8.0 Jun 1, 2023
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@pquentin pquentin left a comment

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Thanks! LGTM.

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@inqueue inqueue left a comment

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LGTM as well, thank you!

@b-deam b-deam merged commit 3c58538 into elastic:master Jun 5, 2023
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