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# EXPLAIN

The `EXPLAIN` command shows the logical and physical execution plan for the specified SQL statement.

## Syntax

<pre>
EXPLAIN [ANALYZE] [VERBOSE] [FORMAT format] statement
</pre>

## `EXPLAIN`

Shows the execution plan of a statement.
If you need more detailed output, use `EXPLAIN VERBOSE`.
Note that `EXPLAIN VERBOSE` only supports the `indent` format.

The optional `[FORMAT format]` clause controls how the plan is displayed as
explained below. If this clause is not specified, the plan is displayed using
the format from the [configuration value] `datafusion.explain.format`.

### `tree` format (default)

The `tree` format is modeled after [DuckDB plans] and is designed to be easier
to see the high level structure of the plan

[duckdb plans]: https://duckdb.org/docs/stable/guides/meta/explain.html

```sql
> EXPLAIN FORMAT TREE SELECT SUM(x) FROM t GROUP BY b;
+---------------+-------------------------------+
| plan_type     | plan                          |
+---------------+-------------------------------+
| physical_plan | ┌───────────────────────────┐ |
|               | │       ProjectionExec      │ |
|               | │    --------------------   │ |
|               | │    sum(t.x): sum(t.x)@1   │ |
|               | └─────────────┬─────────────┘ |
|               | ┌─────────────┴─────────────┐ |
|               | │       AggregateExec       │ |
|               | │    --------------------   │ |
|               | │       aggr: sum(t.x)      │ |
|               | │     group_by: b@0 as b    │ |
|               | │                           │ |
|               | │           mode:           │ |
|               | │      FinalPartitioned     │ |
|               | └─────────────┬─────────────┘ |
|               | ┌─────────────┴─────────────┐ |
|               | │    CoalesceBatchesExec    │ |
|               | └─────────────┬─────────────┘ |
|               | ┌─────────────┴─────────────┐ |
|               | │      RepartitionExec      │ |
|               | │    --------------------   │ |
|               | │   input_partition_count:  │ |
|               | │             16            │ |
|               | │                           │ |
|               | │    partitioning_scheme:   │ |
|               | │      Hash([b@0], 16)      │ |
|               | └─────────────┬─────────────┘ |
|               | ┌─────────────┴─────────────┐ |
|               | │      RepartitionExec      │ |
|               | │    --------------------   │ |
|               | │   input_partition_count:  │ |
|               | │             1             │ |
|               | │                           │ |
|               | │    partitioning_scheme:   │ |
|               | │    RoundRobinBatch(16)    │ |
|               | └─────────────┬─────────────┘ |
|               | ┌─────────────┴─────────────┐ |
|               | │       AggregateExec       │ |
|               | │    --------------------   │ |
|               | │       aggr: sum(t.x)      │ |
|               | │     group_by: b@1 as b    │ |
|               | │       mode: Partial       │ |
|               | └─────────────┬─────────────┘ |
|               | ┌─────────────┴─────────────┐ |
|               | │       DataSourceExec      │ |
|               | │    --------------------   │ |
|               | │         bytes: 224        │ |
|               | │       format: memory      │ |
|               | │          rows: 1          │ |
|               | └───────────────────────────┘ |
|               |                               |
+---------------+-------------------------------+
1 row(s) fetched.
Elapsed 0.016 seconds.
```

### `indent` format

The `indent` format shows both the logical and physical plan, with one line for
each operator in the plan. Child plans are indented to show the hierarchy.

See [Reading Explain Plans](../explain-usage.md) for more information on how to interpret these plans.

```sql
> CREATE TABLE t(x int, b int) AS VALUES (1, 2), (2, 3);
0 row(s) fetched.
Elapsed 0.004 seconds.

> EXPLAIN FORMAT INDENT SELECT SUM(x) FROM t GROUP BY b;
+---------------+-------------------------------------------------------------------------------+
| plan_type     | plan                                                                          |
+---------------+-------------------------------------------------------------------------------+
| logical_plan  | Projection: sum(t.x)                                                          |
|               |   Aggregate: groupBy=[[t.b]], aggr=[[sum(CAST(t.x AS Int64))]]                |
|               |     TableScan: t projection=[x, b]                                            |
| physical_plan | ProjectionExec: expr=[sum(t.x)@1 as sum(t.x)]                                 |
|               |   AggregateExec: mode=FinalPartitioned, gby=[b@0 as b], aggr=[sum(t.x)]       |
|               |     CoalesceBatchesExec: target_batch_size=8192                               |
|               |       RepartitionExec: partitioning=Hash([b@0], 16), input_partitions=16      |
|               |         RepartitionExec: partitioning=RoundRobinBatch(16), input_partitions=1 |
|               |           AggregateExec: mode=Partial, gby=[b@1 as b], aggr=[sum(t.x)]        |
|               |             DataSourceExec: partitions=1, partition_sizes=[1]                 |
|               |                                                                               |
+---------------+-------------------------------------------------------------------------------+
2 row(s) fetched.
Elapsed 0.004 seconds.
```

### `pgjson` format

The `pgjson` format is modeled after [Postgres JSON] format.

You can use this format to visualize the plan in existing plan visualization
tools, such as [dalibo]

[postgres json]: https://www.postgresql.org/docs/current/sql-explain.html
[dalibo]: https://explain.dalibo.com/

```sql
> EXPLAIN FORMAT PGJSON SELECT SUM(x) FROM t GROUP BY b;
+--------------+----------------------------------------------------+
| plan_type    | plan                                               |
+--------------+----------------------------------------------------+
| logical_plan | [                                                  |
|              |   {                                                |
|              |     "Plan": {                                      |
|              |       "Expressions": [                             |
|              |         "sum(t.x)"                                 |
|              |       ],                                           |
|              |       "Node Type": "Projection",                   |
|              |       "Output": [                                  |
|              |         "sum(t.x)"                                 |
|              |       ],                                           |
|              |       "Plans": [                                   |
|              |         {                                          |
|              |           "Aggregates": "sum(CAST(t.x AS Int64))", |
|              |           "Group By": "t.b",                       |
|              |           "Node Type": "Aggregate",                |
|              |           "Output": [                              |
|              |             "b",                                   |
|              |             "sum(t.x)"                             |
|              |           ],                                       |
|              |           "Plans": [                               |
|              |             {                                      |
|              |               "Node Type": "TableScan",            |
|              |               "Output": [                          |
|              |                 "x",                               |
|              |                 "b"                                |
|              |               ],                                   |
|              |               "Plans": [],                         |
|              |               "Relation Name": "t"                 |
|              |             }                                      |
|              |           ]                                        |
|              |         }                                          |
|              |       ]                                            |
|              |     }                                              |
|              |   }                                                |
|              | ]                                                  |
+--------------+----------------------------------------------------+
1 row(s) fetched.
Elapsed 0.008 seconds.
```

### `graphviz` format

The `graphviz` format uses the [DOT language] that can be used with [Graphviz] to
generate a visual representation of the plan.

[dot language]: https://graphviz.org/doc/info/lang.html
[graphviz]: https://graphviz.org/

```sql
> EXPLAIN FORMAT GRAPHVIZ SELECT SUM(x) FROM t GROUP BY b;
+--------------+------------------------------------------------------------------------------------------------------------------------------+
| plan_type    | plan                                                                                                                         |
+--------------+------------------------------------------------------------------------------------------------------------------------------+
| logical_plan |                                                                                                                              |
|              | // Begin DataFusion GraphViz Plan,                                                                                           |
|              | // display it online here: https://dreampuf.github.io/GraphvizOnline                                                         |
|              |                                                                                                                              |
|              | digraph {                                                                                                                    |
|              |   subgraph cluster_1                                                                                                         |
|              |   {                                                                                                                          |
|              |     graph[label="LogicalPlan"]                                                                                               |
|              |     2[shape=box label="Projection: sum(t.x)"]                                                                                |
|              |     3[shape=box label="Aggregate: groupBy=[[t.b]], aggr=[[sum(CAST(t.x AS Int64))]]"]                                        |
|              |     2 -> 3 [arrowhead=none, arrowtail=normal, dir=back]                                                                      |
|              |     4[shape=box label="TableScan: t projection=[x, b]"]                                                                      |
|              |     3 -> 4 [arrowhead=none, arrowtail=normal, dir=back]                                                                      |
|              |   }                                                                                                                          |
|              |   subgraph cluster_5                                                                                                         |
|              |   {                                                                                                                          |
|              |     graph[label="Detailed LogicalPlan"]                                                                                      |
|              |     6[shape=box label="Projection: sum(t.x)\nSchema: [sum(t.x):Int64;N]"]                                                    |
|              |     7[shape=box label="Aggregate: groupBy=[[t.b]], aggr=[[sum(CAST(t.x AS Int64))]]\nSchema: [b:Int32;N, sum(t.x):Int64;N]"] |
|              |     6 -> 7 [arrowhead=none, arrowtail=normal, dir=back]                                                                      |
|              |     8[shape=box label="TableScan: t projection=[x, b]\nSchema: [x:Int32;N, b:Int32;N]"]                                      |
|              |     7 -> 8 [arrowhead=none, arrowtail=normal, dir=back]                                                                      |
|              |   }                                                                                                                          |
|              | }                                                                                                                            |
|              | // End DataFusion GraphViz Plan                                                                                              |
|              |                                                                                                                              |
+--------------+------------------------------------------------------------------------------------------------------------------------------+
1 row(s) fetched.
Elapsed 0.010 seconds.
```

## `EXPLAIN ANALYZE`

Shows the execution plan and metrics of a statement. Note that `EXPLAIN ANALYZE`
only supports the `indent` format.

```sql
EXPLAIN ANALYZE SELECT SUM(x) FROM table GROUP BY b;

+-------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
| plan_type         | plan                                                                                                                                                      |
+-------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
| Plan with Metrics | CoalescePartitionsExec, metrics=[]                                                                                                                        |
|                   |   ProjectionExec: expr=[SUM(table.x)@1 as SUM(x)], metrics=[]                                                                                             |
|                   |     HashAggregateExec: mode=FinalPartitioned, gby=[b@0 as b], aggr=[SUM(x)], metrics=[outputRows=2]                                                       |
|                   |       CoalesceBatchesExec: target_batch_size=4096, metrics=[]                                                                                             |
|                   |         RepartitionExec: partitioning=Hash([Column { name: "b", index: 0 }], 16), metrics=[sendTime=839560, fetchTime=122528525, repartitionTime=5327877] |
|                   |           HashAggregateExec: mode=Partial, gby=[b@1 as b], aggr=[SUM(x)], metrics=[outputRows=2]                                                          |
|                   |             RepartitionExec: partitioning=RoundRobinBatch(16), metrics=[fetchTime=5660489, repartitionTime=0, sendTime=8012]                              |
|                   |               DataSourceExec: file_groups={1 group: [[/tmp/table.csv]]}, has_header=false, metrics=[]                                                        |
+-------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------+
```

By default `EXPLAIN ANALYZE` shows the aggregated metrics from all partitions for each operator. If you need to display per-partition metrics, use `EXPLAIN ANALYZE VERBOSE`.

You can also set `datafusion.explain.analyze_level` from the [configuration value] to control the detail level for the metrics displayed.

[configuration value]: ../configs.md