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    "collected_at": "2026-09-14T08:02:10.084049+00:00",
    "hardware": {
      "machine_name": "MacBook Pro",
      "machine_model": "Mac15,10",
      "chip_type": "Apple M3 Max",
      "number_processors": "proc 14:10:4:0",
      "physical_memory": "36 GB"
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    "memory_bytes": 38654705664,
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    "container_limits": {
      "NanoCpus": 0,
      "Memory": 0,
      "CpusetCpus": "",
      "ShmSize": 268435456,
      "Tmpfs": {
        "/var/lib/postgresql/data": ""
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    "go": "go version go1.27.1 darwin/arm64",
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    "notes": [
      "Client and Linux VM share the Mac CPU. Other development containers remained running.",
      "PostgreSQL data and WAL are on tmpfs. Container memory includes shared memory and cached files; it is not summed process RSS."
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                "sock_throttled": 0
              },
              "rbytes": 0,
              "wbytes": 8192,
              "rios": 0,
              "wios": 2,
              "rx_bytes": 5189554789,
              "tx_bytes": 66452587168,
              "activity": [
                {
                  "state": "active",
                  "wait_event_type": "Client",
                  "count": 3
                },
                {
                  "state": "active",
                  "wait_event_type": null,
                  "count": 1
                },
                {
                  "state": "idle",
                  "wait_event_type": "Client",
                  "count": 56
                },
                {
                  "state": "idle",
                  "wait_event_type": "LWLock",
                  "count": 1
                },
                {
                  "state": "idle",
                  "wait_event_type": null,
                  "count": 3
                }
              ]
            },
            {
              "at_ms": 1052.3515000000043,
              "cpu_seconds": 1832.852258,
              "throttled_seconds": 0,
              "cpu_capacity": 14,
              "memory_bytes": 435560448,
              "anon_bytes": 133185536,
              "shmem_bytes": 273301504,
              "file_bytes": 273309696,
              "memory_limit_bytes": null,
              "memory_events": {
                "low": 0,
                "high": 0,
                "max": 0,
                "oom": 0,
                "oom_kill": 0,
                "oom_group_kill": 0,
                "sock_throttled": 0
              },
              "rbytes": 0,
              "wbytes": 8192,
              "rios": 0,
              "wios": 2,
              "rx_bytes": 5192544319,
              "tx_bytes": 66454789184,
              "activity": [
                {
                  "state": "active",
                  "wait_event_type": null,
                  "count": 2
                },
                {
                  "state": "idle",
                  "wait_event_type": "Client",
                  "count": 58
                },
                {
                  "state": "idle",
                  "wait_event_type": null,
                  "count": 4
                }
              ]
            },
            {
              "at_ms": 1118.0561250000028,
              "cpu_seconds": 1832.999926,
              "throttled_seconds": 0,
              "cpu_capacity": 14,
              "memory_bytes": 436113408,
              "anon_bytes": 133554176,
              "shmem_bytes": 273301504,
              "file_bytes": 273309696,
              "memory_limit_bytes": null,
              "memory_events": {
                "low": 0,
                "high": 0,
                "max": 0,
                "oom": 0,
                "oom_kill": 0,
                "oom_group_kill": 0,
                "sock_throttled": 0
              },
              "rbytes": 0,
              "wbytes": 8192,
              "rios": 0,
              "wios": 2,
              "rx_bytes": 5192745250,
              "tx_bytes": 66454940302,
              "activity": [
                {
                  "state": "idle",
                  "wait_event_type": "Client",
                  "count": 64
                }
              ]
            }
          ]
        }
      }
    ]
  },
  "measurement_notes": [
    "Each client variant runs in a separate process, sequentially. No pgbench is used in this comparison.",
    "Node JSON wraps the same mget call in array_to_json; Go pgx uses binary text[] decoding. All variants parse each row JSON and restore requested positions.",
    "CPU is cgroup usage across an initial/final snapshot window around the timed workload. It includes sampler processes and background PostgreSQL work.",
    "Memory is sampled every 500ms plus endpoints; peaks are sampled peaks, not RSS or an exact maximum. memory.current includes shared memory, tmpfs and page cache.",
    "Raw activity snapshots distinguish PostgreSQL state from wait_event_type; active includes clients waiting on ClientRead/ClientWrite.",
    "Client and server share Mac hardware with other development containers. tmpfs does not represent durable disk I/O.",
    "threads records execution parallelism: Node one event loop; Go GOMAXPROCS, not live OS thread count."
  ],
  "query_plans": [
    {
      "batch": 1,
      "mode": "postgres-any",
      "plan": {
        "Plan": {
          "Node Type": "Index Scan",
          "Parallel Aware": false,
          "Async Capable": false,
          "Scan Direction": "Forward",
          "Index Name": "items_pkey",
          "Relation Name": "items",
          "Alias": "i",
          "Startup Cost": 0.28,
          "Total Cost": 8.31,
          "Plan Rows": 1,
          "Plan Width": 64,
          "Actual Startup Time": 0.005,
          "Actual Total Time": 0.005,
          "Actual Rows": 1,
          "Actual Loops": 1,
          "Index Cond": "(id = ANY ('{1}'::bigint[]))",
          "Rows Removed by Index Recheck": 0,
          "Shared Hit Blocks": 3,
          "Shared Read Blocks": 0,
          "Shared Dirtied Blocks": 0,
          "Shared Written Blocks": 0,
          "Local Hit Blocks": 0,
          "Local Read Blocks": 0,
          "Local Dirtied Blocks": 0,
          "Local Written Blocks": 0,
          "Temp Read Blocks": 0,
          "Temp Written Blocks": 0
        },
        "Planning": {
          "Shared Hit Blocks": 0,
          "Shared Read Blocks": 0,
          "Shared Dirtied Blocks": 0,
          "Shared Written Blocks": 0,
          "Local Hit Blocks": 0,
          "Local Read Blocks": 0,
          "Local Dirtied Blocks": 0,
          "Local Written Blocks": 0,
          "Temp Read Blocks": 0,
          "Temp Written Blocks": 0
        },
        "Planning Time": 0.014,
        "Triggers": [],
        "Execution Time": 0.009
      }
    },
    {
      "batch": 1,
      "mode": "mget-json",
      "plan": {
        "Plan": {
          "Node Type": "Result",
          "Parallel Aware": false,
          "Async Capable": false,
          "Startup Cost": 0,
          "Total Cost": 0.01,
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          "Plan Width": 32,
          "Actual Startup Time": 0.023,
          "Actual Total Time": 0.023,
          "Actual Rows": 1,
          "Actual Loops": 1,
          "Shared Hit Blocks": 21,
          "Shared Read Blocks": 0,
          "Shared Dirtied Blocks": 0,
          "Shared Written Blocks": 0,
          "Local Hit Blocks": 0,
          "Local Read Blocks": 0,
          "Local Dirtied Blocks": 0,
          "Local Written Blocks": 0,
          "Temp Read Blocks": 0,
          "Temp Written Blocks": 0
        },
        "Planning": {
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          "Shared Read Blocks": 0,
          "Shared Dirtied Blocks": 0,
          "Shared Written Blocks": 0,
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          "Temp Read Blocks": 0,
          "Temp Written Blocks": 0
        },
        "Planning Time": 0.003,
        "Triggers": [],
        "Execution Time": 0.025
      }
    },
    {
      "batch": 1,
      "mode": "mget-text",
      "plan": {
        "Plan": {
          "Node Type": "Result",
          "Parallel Aware": false,
          "Async Capable": false,
          "Startup Cost": 0,
          "Total Cost": 0.01,
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          "Plan Width": 32,
          "Actual Startup Time": 0.025,
          "Actual Total Time": 0.025,
          "Actual Rows": 1,
          "Actual Loops": 1,
          "Shared Hit Blocks": 21,
          "Shared Read Blocks": 0,
          "Shared Dirtied Blocks": 0,
          "Shared Written Blocks": 0,
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          "Local Dirtied Blocks": 0,
          "Local Written Blocks": 0,
          "Temp Read Blocks": 0,
          "Temp Written Blocks": 0
        },
        "Planning": {
          "Shared Hit Blocks": 0,
          "Shared Read Blocks": 0,
          "Shared Dirtied Blocks": 0,
          "Shared Written Blocks": 0,
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          "Temp Read Blocks": 0,
          "Temp Written Blocks": 0
        },
        "Planning Time": 0.003,
        "Triggers": [],
        "Execution Time": 0.027
      }
    },
    {
      "batch": 64,
      "mode": "postgres-any",
      "plan": {
        "Plan": {
          "Node Type": "Index Scan",
          "Parallel Aware": false,
          "Async Capable": false,
          "Scan Direction": "Forward",
          "Index Name": "items_pkey",
          "Relation Name": "items",
          "Alias": "i",
          "Startup Cost": 0.28,
          "Total Cost": 48.95,
          "Plan Rows": 10,
          "Plan Width": 64,
          "Actual Startup Time": 0.006,
          "Actual Total Time": 0.066,
          "Actual Rows": 64,
          "Actual Loops": 1,
          "Index Cond": "(id = ANY ($1))",
          "Rows Removed by Index Recheck": 0,
          "Shared Hit Blocks": 183,
          "Shared Read Blocks": 0,
          "Shared Dirtied Blocks": 0,
          "Shared Written Blocks": 0,
          "Local Hit Blocks": 0,
          "Local Read Blocks": 0,
          "Local Dirtied Blocks": 0,
          "Local Written Blocks": 0,
          "Temp Read Blocks": 0,
          "Temp Written Blocks": 0
        },
        "Planning": {
          "Shared Hit Blocks": 0,
          "Shared Read Blocks": 0,
          "Shared Dirtied Blocks": 0,
          "Shared Written Blocks": 0,
          "Local Hit Blocks": 0,
          "Local Read Blocks": 0,
          "Local Dirtied Blocks": 0,
          "Local Written Blocks": 0,
          "Temp Read Blocks": 0,
          "Temp Written Blocks": 0
        },
        "Planning Time": 0.005,
        "Triggers": [],
        "Execution Time": 0.072
      }
    },
    {
      "batch": 64,
      "mode": "mget-json",
      "plan": {
        "Plan": {
          "Node Type": "Result",
          "Parallel Aware": false,
          "Async Capable": false,
          "Startup Cost": 0,
          "Total Cost": 0.01,
          "Plan Rows": 1,
          "Plan Width": 32,
          "Actual Startup Time": 0.057,
          "Actual Total Time": 0.057,
          "Actual Rows": 1,
          "Actual Loops": 1,
          "Shared Hit Blocks": 21,
          "Shared Read Blocks": 0,
          "Shared Dirtied Blocks": 0,
          "Shared Written Blocks": 0,
          "Local Hit Blocks": 0,
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          "Local Dirtied Blocks": 0,
          "Local Written Blocks": 0,
          "Temp Read Blocks": 0,
          "Temp Written Blocks": 0
        },
        "Planning": {
          "Shared Hit Blocks": 0,
          "Shared Read Blocks": 0,
          "Shared Dirtied Blocks": 0,
          "Shared Written Blocks": 0,
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          "Local Dirtied Blocks": 0,
          "Local Written Blocks": 0,
          "Temp Read Blocks": 0,
          "Temp Written Blocks": 0
        },
        "Planning Time": 0.003,
        "Triggers": [],
        "Execution Time": 0.059
      }
    },
    {
      "batch": 64,
      "mode": "mget-text",
      "plan": {
        "Plan": {
          "Node Type": "Result",
          "Parallel Aware": false,
          "Async Capable": false,
          "Startup Cost": 0,
          "Total Cost": 0.01,
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          "Plan Width": 32,
          "Actual Startup Time": 0.044,
          "Actual Total Time": 0.044,
          "Actual Rows": 1,
          "Actual Loops": 1,
          "Shared Hit Blocks": 21,
          "Shared Read Blocks": 0,
          "Shared Dirtied Blocks": 0,
          "Shared Written Blocks": 0,
          "Local Hit Blocks": 0,
          "Local Read Blocks": 0,
          "Local Dirtied Blocks": 0,
          "Local Written Blocks": 0,
          "Temp Read Blocks": 0,
          "Temp Written Blocks": 0
        },
        "Planning": {
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          "Shared Read Blocks": 0,
          "Shared Dirtied Blocks": 0,
          "Shared Written Blocks": 0,
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          "Local Dirtied Blocks": 0,
          "Local Written Blocks": 0,
          "Temp Read Blocks": 0,
          "Temp Written Blocks": 0
        },
        "Planning Time": 0.005,
        "Triggers": [],
        "Execution Time": 0.047
      }
    }
  ]
}
