1pub mod admin;
16pub mod alter;
17pub mod comment;
18pub mod copy;
19pub mod create;
20pub mod cursor;
21pub mod delete;
22pub mod describe;
23pub mod drop;
24pub mod explain;
25pub mod insert;
26pub mod kill;
27mod option_map;
28pub mod query;
29pub mod set_variables;
30pub mod show;
31pub mod statement;
32pub mod tql;
33pub(crate) mod transform;
34pub mod truncate;
35
36use std::sync::Arc;
37
38use api::helper::ColumnDataTypeWrapper;
39use api::v1::SemanticType;
40use common_sql::default_constraint::parse_column_default_constraint;
41use common_time::timezone::Timezone;
42use datatypes::extension::json::{JsonExtensionType, JsonMetadata};
43use datatypes::json::JsonStructureSettings;
44use datatypes::prelude::ConcreteDataType;
45use datatypes::schema::{COMMENT_KEY, ColumnDefaultConstraint, ColumnSchema};
46use datatypes::types::json_type::JsonNativeType;
47use datatypes::types::{JsonFormat, JsonType, TimestampType};
48use datatypes::value::Value;
49use snafu::ResultExt;
50use sqlparser::ast::{ExactNumberInfo, Ident};
51
52use crate::ast::{
53 ColumnDef, ColumnOption, DataType as SqlDataType, ObjectNamePartExt, TimezoneInfo,
54 Value as SqlValue,
55};
56use crate::error::{
57 self, ConvertToGrpcDataTypeSnafu, ConvertValueSnafu, Result,
58 SerializeColumnDefaultConstraintSnafu, SetFulltextOptionSnafu, SetJsonStructureSettingsSnafu,
59 SetSkippingIndexOptionSnafu, SetVectorIndexOptionSnafu, SqlCommonSnafu,
60};
61use crate::statements::create::{Column, ColumnExtensions};
62pub use crate::statements::option_map::OptionMap;
63pub(crate) use crate::statements::transform::transform_statements;
64
65const VECTOR_TYPE_NAME: &str = "VECTOR";
66
67pub fn value_to_sql_value(val: &Value) -> Result<SqlValue> {
68 Ok(match val {
69 Value::Int8(v) => SqlValue::Number(v.to_string(), false),
70 Value::UInt8(v) => SqlValue::Number(v.to_string(), false),
71 Value::Int16(v) => SqlValue::Number(v.to_string(), false),
72 Value::UInt16(v) => SqlValue::Number(v.to_string(), false),
73 Value::Int32(v) => SqlValue::Number(v.to_string(), false),
74 Value::UInt32(v) => SqlValue::Number(v.to_string(), false),
75 Value::Int64(v) => SqlValue::Number(v.to_string(), false),
76 Value::UInt64(v) => SqlValue::Number(v.to_string(), false),
77 Value::Float32(v) => SqlValue::Number(v.to_string(), false),
78 Value::Float64(v) => SqlValue::Number(v.to_string(), false),
79 Value::Boolean(b) => SqlValue::Boolean(*b),
80 Value::Date(d) => SqlValue::SingleQuotedString(d.to_string()),
81 Value::Timestamp(ts) => SqlValue::SingleQuotedString(ts.to_iso8601_string()),
82 Value::String(s) => SqlValue::SingleQuotedString(s.as_utf8().to_string()),
83 Value::Null => SqlValue::Null,
84 _ => return ConvertValueSnafu { value: val.clone() }.fail(),
86 })
87}
88
89pub fn has_primary_key_option(column_def: &ColumnDef) -> bool {
91 column_def
92 .options
93 .iter()
94 .any(|options| match options.option {
95 ColumnOption::Unique { is_primary, .. } => is_primary,
96 _ => false,
97 })
98}
99
100pub fn column_to_schema(
102 column: &Column,
103 time_index: &str,
104 timezone: Option<&Timezone>,
105) -> Result<ColumnSchema> {
106 let is_time_index = column.name().value == time_index;
107
108 let is_nullable = column
109 .options()
110 .iter()
111 .all(|o| !matches!(o.option, ColumnOption::NotNull))
112 && !is_time_index;
113
114 let name = column.name().value.clone();
115 let data_type = sql_data_type_to_concrete_data_type(column.data_type(), &column.extensions)?;
116 let default_constraint =
117 parse_column_default_constraint(&name, &data_type, column.options(), timezone)
118 .context(SqlCommonSnafu)?;
119
120 let mut column_schema = ColumnSchema::new(name, data_type, is_nullable)
121 .with_time_index(is_time_index)
122 .with_default_constraint(default_constraint)
123 .context(error::InvalidDefaultSnafu {
124 column: &column.name().value,
125 })?;
126
127 if let Some(ColumnOption::Comment(c)) = column.options().iter().find_map(|o| {
128 if matches!(o.option, ColumnOption::Comment(_)) {
129 Some(&o.option)
130 } else {
131 None
132 }
133 }) {
134 let _ = column_schema
135 .mut_metadata()
136 .insert(COMMENT_KEY.to_string(), c.clone());
137 }
138
139 if let Some(options) = column.extensions.build_fulltext_options()? {
140 column_schema = column_schema
141 .with_fulltext_options(options)
142 .context(SetFulltextOptionSnafu)?;
143 }
144
145 if let Some(options) = column.extensions.build_skipping_index_options()? {
146 column_schema = column_schema
147 .with_skipping_options(options)
148 .context(SetSkippingIndexOptionSnafu)?;
149 }
150
151 if let Some(options) = column.extensions.build_vector_index_options()? {
152 column_schema = column_schema
153 .with_vector_index_options(&options)
154 .context(SetVectorIndexOptionSnafu)?;
155 }
156
157 column_schema.set_inverted_index(column.extensions.inverted_index_options.is_some());
158
159 if matches!(column.data_type(), SqlDataType::JSON) {
160 let settings = column
161 .extensions
162 .build_json_structure_settings()?
163 .unwrap_or_default();
164 let extension = JsonExtensionType::new(Arc::new(JsonMetadata {
165 json_structure_settings: Some(settings.clone()),
166 }));
167 column_schema
168 .with_extension_type(&extension)
169 .with_context(|_| SetJsonStructureSettingsSnafu {
170 value: format!("{settings:?}"),
171 })?;
172 }
173
174 Ok(column_schema)
175}
176
177pub fn sql_column_def_to_grpc_column_def(
179 col: &ColumnDef,
180 timezone: Option<&Timezone>,
181) -> Result<api::v1::ColumnDef> {
182 let name = col.name.value.clone();
183 let data_type = sql_data_type_to_concrete_data_type(&col.data_type, &Default::default())?;
184
185 let is_nullable = col
186 .options
187 .iter()
188 .all(|o| !matches!(o.option, ColumnOption::NotNull));
189
190 let default_constraint =
191 parse_column_default_constraint(&name, &data_type, &col.options, timezone)
192 .context(SqlCommonSnafu)?
193 .map(ColumnDefaultConstraint::try_into) .transpose()
195 .context(SerializeColumnDefaultConstraintSnafu)?;
196 let (datatype, datatype_ext) = ColumnDataTypeWrapper::try_from(data_type.clone())
198 .context(ConvertToGrpcDataTypeSnafu)?
199 .to_parts();
200
201 let is_primary_key = col.options.iter().any(|o| {
202 matches!(
203 o.option,
204 ColumnOption::Unique {
205 is_primary: true,
206 ..
207 }
208 )
209 });
210
211 let semantic_type = if is_primary_key {
212 SemanticType::Tag
213 } else {
214 SemanticType::Field
215 };
216
217 Ok(api::v1::ColumnDef {
218 name,
219 data_type: datatype as i32,
220 is_nullable,
221 default_constraint: default_constraint.unwrap_or_default(),
222 semantic_type: semantic_type as _,
223 comment: String::new(),
224 datatype_extension: datatype_ext,
225 options: None,
226 })
227}
228
229pub fn sql_data_type_to_concrete_data_type(
230 data_type: &SqlDataType,
231 column_extensions: &ColumnExtensions,
232) -> Result<ConcreteDataType> {
233 match data_type {
234 SqlDataType::BigInt(_) | SqlDataType::Int64 => Ok(ConcreteDataType::int64_datatype()),
235 SqlDataType::BigIntUnsigned(_) => Ok(ConcreteDataType::uint64_datatype()),
236 SqlDataType::Int(_) | SqlDataType::Integer(_) => Ok(ConcreteDataType::int32_datatype()),
237 SqlDataType::IntUnsigned(_) | SqlDataType::UnsignedInteger => {
238 Ok(ConcreteDataType::uint32_datatype())
239 }
240 SqlDataType::SmallInt(_) => Ok(ConcreteDataType::int16_datatype()),
241 SqlDataType::SmallIntUnsigned(_) => Ok(ConcreteDataType::uint16_datatype()),
242 SqlDataType::TinyInt(_) | SqlDataType::Int8(_) => Ok(ConcreteDataType::int8_datatype()),
243 SqlDataType::TinyIntUnsigned(_) | SqlDataType::Int8Unsigned(_) => {
244 Ok(ConcreteDataType::uint8_datatype())
245 }
246 SqlDataType::Char(_)
247 | SqlDataType::Varchar(_)
248 | SqlDataType::Text
249 | SqlDataType::TinyText
250 | SqlDataType::MediumText
251 | SqlDataType::LongText
252 | SqlDataType::String(_) => Ok(ConcreteDataType::string_datatype()),
253 SqlDataType::Float(_) => Ok(ConcreteDataType::float32_datatype()),
254 SqlDataType::Double(_) | SqlDataType::Float64 => Ok(ConcreteDataType::float64_datatype()),
255 SqlDataType::Boolean => Ok(ConcreteDataType::boolean_datatype()),
256 SqlDataType::Date => Ok(ConcreteDataType::date_datatype()),
257 SqlDataType::Binary(_)
258 | SqlDataType::Blob(_)
259 | SqlDataType::Bytea
260 | SqlDataType::Varbinary(_) => Ok(ConcreteDataType::binary_datatype()),
261 SqlDataType::Datetime(_) => Ok(ConcreteDataType::timestamp_microsecond_datatype()),
262 SqlDataType::Timestamp(precision, _) => Ok(precision
263 .as_ref()
264 .map(|v| TimestampType::try_from(*v))
265 .transpose()
266 .map_err(|_| {
267 error::SqlTypeNotSupportedSnafu {
268 t: data_type.clone(),
269 }
270 .build()
271 })?
272 .map(|t| ConcreteDataType::timestamp_datatype(t.unit()))
273 .unwrap_or(ConcreteDataType::timestamp_millisecond_datatype())),
274 SqlDataType::Interval { .. } => Ok(ConcreteDataType::interval_month_day_nano_datatype()),
275 SqlDataType::Decimal(exact_info) => match exact_info {
276 ExactNumberInfo::None => Ok(ConcreteDataType::decimal128_default_datatype()),
277 ExactNumberInfo::Precision(p) => Ok(ConcreteDataType::decimal128_datatype(*p as u8, 0)),
280 ExactNumberInfo::PrecisionAndScale(p, s) => {
281 Ok(ConcreteDataType::decimal128_datatype(*p as u8, *s as i8))
282 }
283 },
284 SqlDataType::JSON => {
285 let format = if let Some(x) = column_extensions.build_json_structure_settings()? {
286 if let Some(fields) = match x {
287 JsonStructureSettings::Structured(fields) => fields,
288 JsonStructureSettings::UnstructuredRaw => None,
289 JsonStructureSettings::PartialUnstructuredByKey { fields, .. } => fields,
290 } {
291 let datatype = &ConcreteDataType::Struct(fields);
292 JsonFormat::Native(Box::new(datatype.into()))
293 } else {
294 JsonFormat::Native(Box::new(JsonNativeType::Null))
295 }
296 } else {
297 JsonFormat::Jsonb
298 };
299 Ok(ConcreteDataType::Json(JsonType::new(format)))
300 }
301 SqlDataType::Custom(name, d)
303 if name.0.as_slice().len() == 1
304 && name.0.as_slice()[0]
305 .to_string_unquoted()
306 .to_ascii_uppercase()
307 == VECTOR_TYPE_NAME
308 && d.len() == 1 =>
309 {
310 let dim = d[0].parse().map_err(|e| {
311 error::ParseSqlValueSnafu {
312 msg: format!("Failed to parse vector dimension: {}", e),
313 }
314 .build()
315 })?;
316 Ok(ConcreteDataType::vector_datatype(dim))
317 }
318 _ => error::SqlTypeNotSupportedSnafu {
319 t: data_type.clone(),
320 }
321 .fail(),
322 }
323}
324
325pub fn concrete_data_type_to_sql_data_type(data_type: &ConcreteDataType) -> Result<SqlDataType> {
326 match data_type {
327 ConcreteDataType::Int64(_) => Ok(SqlDataType::BigInt(None)),
328 ConcreteDataType::UInt64(_) => Ok(SqlDataType::BigIntUnsigned(None)),
329 ConcreteDataType::Int32(_) => Ok(SqlDataType::Int(None)),
330 ConcreteDataType::UInt32(_) => Ok(SqlDataType::IntUnsigned(None)),
331 ConcreteDataType::Int16(_) => Ok(SqlDataType::SmallInt(None)),
332 ConcreteDataType::UInt16(_) => Ok(SqlDataType::SmallIntUnsigned(None)),
333 ConcreteDataType::Int8(_) => Ok(SqlDataType::TinyInt(None)),
334 ConcreteDataType::UInt8(_) => Ok(SqlDataType::TinyIntUnsigned(None)),
335 ConcreteDataType::String(_) => Ok(SqlDataType::String(None)),
336 ConcreteDataType::Float32(_) => Ok(SqlDataType::Float(ExactNumberInfo::None)),
337 ConcreteDataType::Float64(_) => Ok(SqlDataType::Double(ExactNumberInfo::None)),
338 ConcreteDataType::Boolean(_) => Ok(SqlDataType::Boolean),
339 ConcreteDataType::Date(_) => Ok(SqlDataType::Date),
340 ConcreteDataType::Timestamp(ts_type) => Ok(SqlDataType::Timestamp(
341 Some(ts_type.precision()),
342 TimezoneInfo::None,
343 )),
344 ConcreteDataType::Time(time_type) => Ok(SqlDataType::Time(
345 Some(time_type.precision()),
346 TimezoneInfo::None,
347 )),
348 ConcreteDataType::Interval(_) => Ok(SqlDataType::Interval {
349 fields: None,
350 precision: None,
351 }),
352 ConcreteDataType::Binary(_) => Ok(SqlDataType::Varbinary(None)),
353 ConcreteDataType::Decimal128(d) => Ok(SqlDataType::Decimal(
354 ExactNumberInfo::PrecisionAndScale(d.precision() as u64, d.scale() as i64),
355 )),
356 ConcreteDataType::Json(_) => Ok(SqlDataType::JSON),
357 ConcreteDataType::Vector(v) => Ok(SqlDataType::Custom(
358 vec![Ident::new(VECTOR_TYPE_NAME)].into(),
359 vec![v.dim.to_string()],
360 )),
361 ConcreteDataType::Duration(_)
362 | ConcreteDataType::Null(_)
363 | ConcreteDataType::List(_)
364 | ConcreteDataType::Struct(_)
365 | ConcreteDataType::Dictionary(_) => error::ConcreteTypeNotSupportedSnafu {
366 t: data_type.clone(),
367 }
368 .fail(),
369 }
370}
371
372#[cfg(test)]
373mod tests {
374 use api::v1::ColumnDataType;
375 use datatypes::schema::{
376 COLUMN_FULLTEXT_OPT_KEY_ANALYZER, COLUMN_FULLTEXT_OPT_KEY_CASE_SENSITIVE, FulltextAnalyzer,
377 };
378 use sqlparser::ast::{ColumnOptionDef, Expr};
379
380 use super::*;
381 use crate::ast::TimezoneInfo;
382 use crate::statements::ColumnOption;
383 use crate::statements::create::ColumnExtensions;
384
385 fn check_type(sql_type: SqlDataType, data_type: ConcreteDataType) {
386 assert_eq!(
387 data_type,
388 sql_data_type_to_concrete_data_type(&sql_type, &Default::default()).unwrap()
389 );
390 }
391
392 #[test]
393 pub fn test_sql_data_type_to_concrete_data_type() {
394 check_type(
395 SqlDataType::BigInt(None),
396 ConcreteDataType::int64_datatype(),
397 );
398 check_type(SqlDataType::Int(None), ConcreteDataType::int32_datatype());
399 check_type(
400 SqlDataType::Integer(None),
401 ConcreteDataType::int32_datatype(),
402 );
403 check_type(
404 SqlDataType::SmallInt(None),
405 ConcreteDataType::int16_datatype(),
406 );
407 check_type(SqlDataType::Char(None), ConcreteDataType::string_datatype());
408 check_type(
409 SqlDataType::Varchar(None),
410 ConcreteDataType::string_datatype(),
411 );
412 check_type(SqlDataType::Text, ConcreteDataType::string_datatype());
413 check_type(
414 SqlDataType::String(None),
415 ConcreteDataType::string_datatype(),
416 );
417 check_type(
418 SqlDataType::Float(ExactNumberInfo::None),
419 ConcreteDataType::float32_datatype(),
420 );
421 check_type(
422 SqlDataType::Double(ExactNumberInfo::None),
423 ConcreteDataType::float64_datatype(),
424 );
425 check_type(SqlDataType::Boolean, ConcreteDataType::boolean_datatype());
426 check_type(SqlDataType::Date, ConcreteDataType::date_datatype());
427 check_type(
428 SqlDataType::Timestamp(None, TimezoneInfo::None),
429 ConcreteDataType::timestamp_millisecond_datatype(),
430 );
431 check_type(
432 SqlDataType::Varbinary(None),
433 ConcreteDataType::binary_datatype(),
434 );
435 check_type(
436 SqlDataType::BigIntUnsigned(None),
437 ConcreteDataType::uint64_datatype(),
438 );
439 check_type(
440 SqlDataType::IntUnsigned(None),
441 ConcreteDataType::uint32_datatype(),
442 );
443 check_type(
444 SqlDataType::SmallIntUnsigned(None),
445 ConcreteDataType::uint16_datatype(),
446 );
447 check_type(
448 SqlDataType::TinyIntUnsigned(None),
449 ConcreteDataType::uint8_datatype(),
450 );
451 check_type(
452 SqlDataType::Datetime(None),
453 ConcreteDataType::timestamp_microsecond_datatype(),
454 );
455 check_type(
456 SqlDataType::Interval {
457 fields: None,
458 precision: None,
459 },
460 ConcreteDataType::interval_month_day_nano_datatype(),
461 );
462 check_type(SqlDataType::JSON, ConcreteDataType::json_datatype());
463 check_type(
464 SqlDataType::Custom(
465 vec![Ident::new(VECTOR_TYPE_NAME)].into(),
466 vec!["3".to_string()],
467 ),
468 ConcreteDataType::vector_datatype(3),
469 );
470 }
471
472 #[test]
473 pub fn test_sql_column_def_to_grpc_column_def() {
474 let column_def = ColumnDef {
476 name: "col".into(),
477 data_type: SqlDataType::Double(ExactNumberInfo::None),
478 options: vec![],
479 };
480
481 let grpc_column_def = sql_column_def_to_grpc_column_def(&column_def, None).unwrap();
482
483 assert_eq!("col", grpc_column_def.name);
484 assert!(grpc_column_def.is_nullable); assert_eq!(ColumnDataType::Float64 as i32, grpc_column_def.data_type);
486 assert!(grpc_column_def.default_constraint.is_empty());
487 assert_eq!(grpc_column_def.semantic_type, SemanticType::Field as i32);
488
489 let column_def = ColumnDef {
491 name: "col".into(),
492 data_type: SqlDataType::Double(ExactNumberInfo::None),
493 options: vec![ColumnOptionDef {
494 name: None,
495 option: ColumnOption::NotNull,
496 }],
497 };
498
499 let grpc_column_def = sql_column_def_to_grpc_column_def(&column_def, None).unwrap();
500 assert!(!grpc_column_def.is_nullable);
501
502 let column_def = ColumnDef {
504 name: "col".into(),
505 data_type: SqlDataType::Double(ExactNumberInfo::None),
506 options: vec![ColumnOptionDef {
507 name: None,
508 option: ColumnOption::Unique {
509 is_primary: true,
510 characteristics: None,
511 },
512 }],
513 };
514
515 let grpc_column_def = sql_column_def_to_grpc_column_def(&column_def, None).unwrap();
516 assert_eq!(grpc_column_def.semantic_type, SemanticType::Tag as i32);
517 }
518
519 #[test]
520 pub fn test_sql_column_def_to_grpc_column_def_with_timezone() {
521 let column_def = ColumnDef {
522 name: "col".into(),
523 data_type: SqlDataType::Timestamp(Some(3), TimezoneInfo::None),
525 options: vec![ColumnOptionDef {
526 name: None,
527 option: ColumnOption::Default(Expr::Value(
528 SqlValue::SingleQuotedString("2024-01-30T00:01:01".to_string()).into(),
529 )),
530 }],
531 };
532
533 let grpc_column_def = sql_column_def_to_grpc_column_def(
535 &column_def,
536 Some(&Timezone::from_tz_string("Asia/Shanghai").unwrap()),
537 )
538 .unwrap();
539 assert_eq!("col", grpc_column_def.name);
540 assert!(grpc_column_def.is_nullable); assert_eq!(
542 ColumnDataType::TimestampMillisecond as i32,
543 grpc_column_def.data_type
544 );
545 assert!(!grpc_column_def.default_constraint.is_empty());
546
547 let constraint =
548 ColumnDefaultConstraint::try_from(&grpc_column_def.default_constraint[..]).unwrap();
549 assert!(
550 matches!(constraint, ColumnDefaultConstraint::Value(Value::Timestamp(ts))
551 if ts.to_iso8601_string() == "2024-01-29 16:01:01+0000")
552 );
553
554 let grpc_column_def = sql_column_def_to_grpc_column_def(&column_def, None).unwrap();
556 assert_eq!("col", grpc_column_def.name);
557 assert!(grpc_column_def.is_nullable); assert_eq!(
559 ColumnDataType::TimestampMillisecond as i32,
560 grpc_column_def.data_type
561 );
562 assert!(!grpc_column_def.default_constraint.is_empty());
563
564 let constraint =
565 ColumnDefaultConstraint::try_from(&grpc_column_def.default_constraint[..]).unwrap();
566 assert!(
567 matches!(constraint, ColumnDefaultConstraint::Value(Value::Timestamp(ts))
568 if ts.to_iso8601_string() == "2024-01-30 00:01:01+0000")
569 );
570 }
571
572 #[test]
573 pub fn test_has_primary_key_option() {
574 let column_def = ColumnDef {
575 name: "col".into(),
576 data_type: SqlDataType::Double(ExactNumberInfo::None),
577 options: vec![],
578 };
579 assert!(!has_primary_key_option(&column_def));
580
581 let column_def = ColumnDef {
582 name: "col".into(),
583 data_type: SqlDataType::Double(ExactNumberInfo::None),
584 options: vec![ColumnOptionDef {
585 name: None,
586 option: ColumnOption::Unique {
587 is_primary: true,
588 characteristics: None,
589 },
590 }],
591 };
592 assert!(has_primary_key_option(&column_def));
593 }
594
595 #[test]
596 pub fn test_column_to_schema() {
597 let column_def = Column {
598 column_def: ColumnDef {
599 name: "col".into(),
600 data_type: SqlDataType::Double(ExactNumberInfo::None),
601 options: vec![],
602 },
603 extensions: ColumnExtensions::default(),
604 };
605
606 let column_schema = column_to_schema(&column_def, "ts", None).unwrap();
607
608 assert_eq!("col", column_schema.name);
609 assert_eq!(
610 ConcreteDataType::float64_datatype(),
611 column_schema.data_type
612 );
613 assert!(column_schema.is_nullable());
614 assert!(!column_schema.is_time_index());
615
616 let column_schema = column_to_schema(&column_def, "col", None).unwrap();
617
618 assert_eq!("col", column_schema.name);
619 assert_eq!(
620 ConcreteDataType::float64_datatype(),
621 column_schema.data_type
622 );
623 assert!(!column_schema.is_nullable());
624 assert!(column_schema.is_time_index());
625
626 let column_def = Column {
627 column_def: ColumnDef {
628 name: "col2".into(),
629 data_type: SqlDataType::String(None),
630 options: vec![
631 ColumnOptionDef {
632 name: None,
633 option: ColumnOption::NotNull,
634 },
635 ColumnOptionDef {
636 name: None,
637 option: ColumnOption::Comment("test comment".to_string()),
638 },
639 ],
640 },
641 extensions: ColumnExtensions::default(),
642 };
643
644 let column_schema = column_to_schema(&column_def, "ts", None).unwrap();
645
646 assert_eq!("col2", column_schema.name);
647 assert_eq!(ConcreteDataType::string_datatype(), column_schema.data_type);
648 assert!(!column_schema.is_nullable());
649 assert!(!column_schema.is_time_index());
650 assert_eq!(
651 column_schema.metadata().get(COMMENT_KEY),
652 Some(&"test comment".to_string())
653 );
654 }
655
656 #[test]
657 pub fn test_column_to_schema_timestamp_with_timezone() {
658 let column = Column {
659 column_def: ColumnDef {
660 name: "col".into(),
661 data_type: SqlDataType::Timestamp(Some(3), TimezoneInfo::None),
663 options: vec![ColumnOptionDef {
664 name: None,
665 option: ColumnOption::Default(Expr::Value(
666 SqlValue::SingleQuotedString("2024-01-30T00:01:01".to_string()).into(),
667 )),
668 }],
669 },
670 extensions: ColumnExtensions::default(),
671 };
672
673 let column_schema = column_to_schema(
676 &column,
677 "ts",
678 Some(&Timezone::from_tz_string("Asia/Shanghai").unwrap()),
679 )
680 .unwrap();
681
682 assert_eq!("col", column_schema.name);
683 assert_eq!(
684 ConcreteDataType::timestamp_millisecond_datatype(),
685 column_schema.data_type
686 );
687 assert!(column_schema.is_nullable());
688
689 let constraint = column_schema.default_constraint().unwrap();
690 assert!(
691 matches!(constraint, ColumnDefaultConstraint::Value(Value::Timestamp(ts))
692 if ts.to_iso8601_string() == "2024-01-29 16:01:01+0000")
693 );
694
695 let column_schema = column_to_schema(&column, "ts", None).unwrap();
697
698 assert_eq!("col", column_schema.name);
699 assert_eq!(
700 ConcreteDataType::timestamp_millisecond_datatype(),
701 column_schema.data_type
702 );
703 assert!(column_schema.is_nullable());
704
705 let constraint = column_schema.default_constraint().unwrap();
706 assert!(
707 matches!(constraint, ColumnDefaultConstraint::Value(Value::Timestamp(ts))
708 if ts.to_iso8601_string() == "2024-01-30 00:01:01+0000")
709 );
710 }
711
712 #[test]
713 fn test_column_to_schema_with_fulltext() {
714 let column = Column {
715 column_def: ColumnDef {
716 name: "col".into(),
717 data_type: SqlDataType::Text,
718 options: vec![],
719 },
720 extensions: ColumnExtensions {
721 fulltext_index_options: Some(OptionMap::from([
722 (
723 COLUMN_FULLTEXT_OPT_KEY_ANALYZER.to_string(),
724 "English".to_string(),
725 ),
726 (
727 COLUMN_FULLTEXT_OPT_KEY_CASE_SENSITIVE.to_string(),
728 "true".to_string(),
729 ),
730 ])),
731 vector_options: None,
732 skipping_index_options: None,
733 inverted_index_options: None,
734 json_datatype_options: None,
735 vector_index_options: None,
736 },
737 };
738
739 let column_schema = column_to_schema(&column, "ts", None).unwrap();
740 assert_eq!("col", column_schema.name);
741 assert_eq!(ConcreteDataType::string_datatype(), column_schema.data_type);
742 let fulltext_options = column_schema.fulltext_options().unwrap().unwrap();
743 assert_eq!(fulltext_options.analyzer, FulltextAnalyzer::English);
744 assert!(fulltext_options.case_sensitive);
745 }
746
747 #[test]
748 fn test_column_to_schema_with_vector_index() {
749 use datatypes::schema::{VectorDistanceMetric, VectorIndexEngineType};
750
751 let column = Column {
753 column_def: ColumnDef {
754 name: "embedding".into(),
755 data_type: SqlDataType::Custom(
756 vec![Ident::new(VECTOR_TYPE_NAME)].into(),
757 vec!["128".to_string()],
758 ),
759 options: vec![],
760 },
761 extensions: ColumnExtensions {
762 fulltext_index_options: None,
763 vector_options: None,
764 skipping_index_options: None,
765 inverted_index_options: None,
766 json_datatype_options: None,
767 vector_index_options: Some(OptionMap::from([
768 ("metric".to_string(), "cosine".to_string()),
769 ("connectivity".to_string(), "32".to_string()),
770 ("expansion_add".to_string(), "200".to_string()),
771 ("expansion_search".to_string(), "100".to_string()),
772 ])),
773 },
774 };
775
776 let column_schema = column_to_schema(&column, "ts", None).unwrap();
777 assert_eq!("embedding", column_schema.name);
778 assert!(column_schema.is_vector_indexed());
779
780 let vector_options = column_schema.vector_index_options().unwrap().unwrap();
781 assert_eq!(vector_options.engine, VectorIndexEngineType::Usearch);
782 assert_eq!(vector_options.metric, VectorDistanceMetric::Cosine);
783 assert_eq!(vector_options.connectivity, 32);
784 assert_eq!(vector_options.expansion_add, 200);
785 assert_eq!(vector_options.expansion_search, 100);
786 }
787
788 #[test]
789 fn test_column_to_schema_with_vector_index_defaults() {
790 use datatypes::schema::{VectorDistanceMetric, VectorIndexEngineType};
791
792 let column = Column {
794 column_def: ColumnDef {
795 name: "vec".into(),
796 data_type: SqlDataType::Custom(
797 vec![Ident::new(VECTOR_TYPE_NAME)].into(),
798 vec!["64".to_string()],
799 ),
800 options: vec![],
801 },
802 extensions: ColumnExtensions {
803 fulltext_index_options: None,
804 vector_options: None,
805 skipping_index_options: None,
806 inverted_index_options: None,
807 json_datatype_options: None,
808 vector_index_options: Some(OptionMap::default()),
809 },
810 };
811
812 let column_schema = column_to_schema(&column, "ts", None).unwrap();
813 assert_eq!("vec", column_schema.name);
814 assert!(column_schema.is_vector_indexed());
815
816 let vector_options = column_schema.vector_index_options().unwrap().unwrap();
817 assert_eq!(vector_options.engine, VectorIndexEngineType::Usearch);
819 assert_eq!(vector_options.metric, VectorDistanceMetric::L2sq);
820 assert_eq!(vector_options.connectivity, 16);
821 assert_eq!(vector_options.expansion_add, 128);
822 assert_eq!(vector_options.expansion_search, 64);
823 }
824}