mapleFU commented on issue #37840:
URL: https://github.com/apache/arrow/issues/37840#issuecomment-1733431372
```c++
ds::FinishOptions finishOptions;
finishOptions.inspect_options.fragments = 30;
auto dataset = factory->Finish(finishOptions).ValueOrDie();
```
I think the result from `ScannerBuilder::Finish` has a `Inspect`, by
default, `inspect_options.fragments == 1`, so it will only inspect one file,
and regard its schema as the final schema. We can enlarge
`inspect_options.fragments` to collect more schemas
However, the most suitable ways is to set the schema in `FinishOptions`:
```c++
::arrow::SchemaBuilder builder;
builder.AddField(::arrow::field("dispatching_base_num",
::arrow::large_utf8()));
builder.AddField(::arrow::field("pickup_datetime",
::arrow::timestamp(::arrow::TimeUnit::SECOND)));
builder.AddField(::arrow::field("dropoff_datetime",
::arrow::timestamp(::arrow::TimeUnit::SECOND)));
builder.AddField(::arrow::field("PULocationID", ::arrow::int32()));
builder.AddField(::arrow::field("DOLocationID", ::arrow::int32()));
builder.AddField(::arrow::field("SR_Flag", ::arrow::int32()));
builder.AddField(::arrow::field("dispatching_base_number",
::arrow::large_utf8()));
finishOptions.schema = builder.Finish().ValueOrDie();
auto dataset = factory->Finish(finishOptions).ValueOrDie();
```
Explicit set a schema is better in this case.
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