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support decimal data type in create table #1431
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Original file line number | Diff line number | Diff line change |
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|
@@ -372,7 +372,27 @@ impl<'a, S: ContextProvider> SqlToRel<'a, S> { | |
SQLDataType::Char(_) | SQLDataType::Varchar(_) | SQLDataType::Text => { | ||
Ok(DataType::Utf8) | ||
} | ||
SQLDataType::Decimal(_, _) => Ok(DataType::Float64), | ||
SQLDataType::Decimal(precision, scale) => { | ||
match (precision, scale) { | ||
(None, _) | (_, None) => { | ||
return Err(DataFusionError::Internal(format!( | ||
"Error Decimal Type ({:?})", | ||
sql_type | ||
))); | ||
} | ||
(Some(p), Some(s)) => { | ||
// TODO add bound checker in some utils file or function | ||
if *p > 38 || *s > *p { | ||
return Err(DataFusionError::Internal(format!( | ||
"Error Decimal Type ({:?})", | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. A slightly more informative error would be better, such as "precision above 38 / scale bigger than precision" not supported. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Thanks for your suggestion. |
||
sql_type | ||
))); | ||
} else { | ||
Ok(DataType::Decimal(*p as usize, *s as usize)) | ||
} | ||
} | ||
} | ||
} | ||
SQLDataType::Float(_) => Ok(DataType::Float32), | ||
SQLDataType::Real => Ok(DataType::Float32), | ||
SQLDataType::Double => Ok(DataType::Float64), | ||
|
@@ -1994,8 +2014,8 @@ fn extract_possible_join_keys( | |
} | ||
|
||
/// Convert SQL data type to relational representation of data type | ||
pub fn convert_data_type(sql: &SQLDataType) -> Result<DataType> { | ||
match sql { | ||
pub fn convert_data_type(sql_type: &SQLDataType) -> Result<DataType> { | ||
match sql_type { | ||
SQLDataType::Boolean => Ok(DataType::Boolean), | ||
SQLDataType::SmallInt(_) => Ok(DataType::Int16), | ||
SQLDataType::Int(_) => Ok(DataType::Int32), | ||
|
@@ -2006,6 +2026,27 @@ pub fn convert_data_type(sql: &SQLDataType) -> Result<DataType> { | |
SQLDataType::Char(_) | SQLDataType::Varchar(_) => Ok(DataType::Utf8), | ||
SQLDataType::Timestamp => Ok(DataType::Timestamp(TimeUnit::Nanosecond, None)), | ||
SQLDataType::Date => Ok(DataType::Date32), | ||
SQLDataType::Decimal(precision, scale) => { | ||
match (precision, scale) { | ||
(None, _) | (_, None) => { | ||
return Err(DataFusionError::Internal(format!( | ||
"Error Decimal Type ({:?})", | ||
sql_type | ||
))); | ||
} | ||
(Some(p), Some(s)) => { | ||
// TODO add bound checker in some utils file or function | ||
if *p > 38 || *s > *p { | ||
return Err(DataFusionError::Internal(format!( | ||
"Error Decimal Type ({:?})", | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Same here There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. |
||
sql_type | ||
))); | ||
} else { | ||
Ok(DataType::Decimal(*p as usize, *s as usize)) | ||
} | ||
} | ||
} | ||
} | ||
other => Err(DataFusionError::NotImplemented(format!( | ||
"Unsupported SQL type {:?}", | ||
other | ||
|
Original file line number | Diff line number | Diff line change | ||||
---|---|---|---|---|---|---|
|
@@ -3761,6 +3761,28 @@ async fn register_aggregate_csv(ctx: &mut ExecutionContext) -> Result<()> { | |||||
Ok(()) | ||||||
} | ||||||
|
||||||
async fn register_simple_aggregate_csv_with_decimal_by_sql(ctx: &mut ExecutionContext) { | ||||||
let df = ctx | ||||||
.sql( | ||||||
" CREATE EXTERNAL TABLE aggregate_simple ( | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
Suggested change
|
||||||
c1 DECIMAL(10,6) NOT NULL, | ||||||
c2 DOUBLE NOT NULL, | ||||||
c3 BOOLEAN NOT NULL | ||||||
) | ||||||
STORED AS CSV | ||||||
WITH HEADER ROW | ||||||
LOCATION 'tests/aggregate_simple.csv'", | ||||||
) | ||||||
.await | ||||||
.expect("Creating dataframe for CREATE EXTERNAL TABLE with decimal data type"); | ||||||
|
||||||
let results = df.collect().await.expect("Executing CREATE EXTERNAL TABLE"); | ||||||
assert!( | ||||||
results.is_empty(), | ||||||
"Expected no rows from executing CREATE EXTERNAL TABLE" | ||||||
); | ||||||
} | ||||||
|
||||||
async fn register_aggregate_simple_csv(ctx: &mut ExecutionContext) -> Result<()> { | ||||||
// It's not possible to use aggregate_test_100, not enought similar values to test grouping on floats | ||||||
let schema = Arc::new(Schema::new(vec![ | ||||||
|
@@ -6459,3 +6481,34 @@ async fn test_select_wildcard_without_table() -> Result<()> { | |||||
} | ||||||
Ok(()) | ||||||
} | ||||||
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||||||
#[tokio::test] | ||||||
async fn csv_query_with_decimal_by_sql() -> Result<()> { | ||||||
let mut ctx = ExecutionContext::new(); | ||||||
register_simple_aggregate_csv_with_decimal_by_sql(&mut ctx).await; | ||||||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Nice |
||||||
let sql = "SELECT c1 from aggregate_simple"; | ||||||
let actual = execute_to_batches(&mut ctx, sql).await; | ||||||
let expected = vec![ | ||||||
"+----------+", | ||||||
"| c1 |", | ||||||
"+----------+", | ||||||
"| 0.000010 |", | ||||||
"| 0.000020 |", | ||||||
"| 0.000020 |", | ||||||
"| 0.000030 |", | ||||||
"| 0.000030 |", | ||||||
"| 0.000030 |", | ||||||
"| 0.000040 |", | ||||||
"| 0.000040 |", | ||||||
"| 0.000040 |", | ||||||
"| 0.000040 |", | ||||||
"| 0.000050 |", | ||||||
"| 0.000050 |", | ||||||
"| 0.000050 |", | ||||||
"| 0.000050 |", | ||||||
"| 0.000050 |", | ||||||
"+----------+", | ||||||
]; | ||||||
assert_batches_eq!(expected, &actual); | ||||||
Ok(()) | ||||||
} |
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👍