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Add partiql-types and literals typing
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Add
partiql-types and literals typing
This is the first commit to introduce types to `partiql-lang-rust`. With the changes in this commit, we're introducing `partiql-types` create which includes the initial model for our built-in types. We also introduce an `AstTyper` in `partiql-ast-passes` which provides an API for receiving `partiql-ast` and outputting a mapping from AST Node Ids to their corresponding types. In the first version, we're loosely typing the literal with the expection that this goes through multiple iterations. Here is the high-level plan: [ ] Type literals [ ] Type variable references in SFW [ ] Type operators [ ] Type using schemas in typing environment [ ] Add type coercions (using a Type Lattice?) [ ] Update CHANGELOG.md and adh documentation
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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@@ -6,3 +6,4 @@ | |
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| pub mod error; | ||
| pub mod name_resolver; | ||
| pub mod static_typer; | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,275 @@ | ||
| use crate::error::{AstTransformError, AstTransformationError}; | ||
| use partiql_ast::ast::{ | ||
| AstNode, AstTypeMap, Bag, Expr, List, Lit, NodeId, Query, QuerySet, Struct, | ||
| }; | ||
| use partiql_ast::visit::{Traverse, Visit, Visitor}; | ||
| use partiql_catalog::Catalog; | ||
| use partiql_types::{ArrayType, BagType, StaticType, StaticTypeKind, StructType}; | ||
|
|
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| #[derive(Debug, Clone)] | ||
| #[allow(dead_code)] | ||
| pub struct AstStaticTyper<'c> { | ||
| id_stack: Vec<NodeId>, | ||
| container_stack: Vec<Vec<StaticType>>, | ||
| errors: Vec<AstTransformError>, | ||
| type_map: AstTypeMap<StaticType>, | ||
| catalog: &'c dyn Catalog, | ||
| } | ||
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| impl<'c> AstStaticTyper<'c> { | ||
| pub fn new(catalog: &'c dyn Catalog) -> Self { | ||
| AstStaticTyper { | ||
| id_stack: Default::default(), | ||
| container_stack: Default::default(), | ||
| errors: Default::default(), | ||
| type_map: Default::default(), | ||
| catalog, | ||
| } | ||
| } | ||
|
|
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| pub fn type_nodes( | ||
| mut self, | ||
| query: &AstNode<Query>, | ||
| ) -> Result<AstTypeMap<StaticType>, AstTransformationError> { | ||
| query.visit(&mut self); | ||
| if self.errors.is_empty() { | ||
| Ok(self.type_map) | ||
| } else { | ||
| Err(AstTransformationError { | ||
| errors: self.errors, | ||
| }) | ||
| } | ||
| } | ||
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| #[inline] | ||
| fn current_node(&self) -> &NodeId { | ||
| self.id_stack.last().unwrap() | ||
| } | ||
| } | ||
|
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| impl<'c, 'ast> Visitor<'ast> for AstStaticTyper<'c> { | ||
| fn enter_ast_node(&mut self, id: NodeId) -> Traverse { | ||
| self.id_stack.push(id); | ||
| Traverse::Continue | ||
| } | ||
|
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| fn exit_ast_node(&mut self, id: NodeId) -> Traverse { | ||
| assert_eq!(self.id_stack.pop(), Some(id)); | ||
| Traverse::Continue | ||
| } | ||
|
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| fn enter_query(&mut self, _query: &'ast Query) -> Traverse { | ||
| Traverse::Continue | ||
| } | ||
|
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| fn exit_query(&mut self, _query: &'ast Query) -> Traverse { | ||
| Traverse::Continue | ||
| } | ||
|
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| fn enter_query_set(&mut self, _query_set: &'ast QuerySet) -> Traverse { | ||
| match _query_set { | ||
| QuerySet::SetOp(_) => { | ||
| todo!() | ||
| } | ||
| QuerySet::Select(_) => {} | ||
| QuerySet::Expr(_) => {} | ||
| QuerySet::Values(_) => { | ||
| todo!() | ||
| } | ||
| QuerySet::Table(_) => { | ||
| todo!() | ||
| } | ||
| } | ||
| Traverse::Continue | ||
| } | ||
|
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| fn exit_query_set(&mut self, _query_set: &'ast QuerySet) -> Traverse { | ||
| Traverse::Continue | ||
| } | ||
|
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| fn enter_expr(&mut self, _expr: &'ast Expr) -> Traverse { | ||
| Traverse::Continue | ||
| } | ||
|
|
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| fn exit_expr(&mut self, _expr: &'ast Expr) -> Traverse { | ||
| Traverse::Continue | ||
| } | ||
|
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| fn enter_lit(&mut self, _lit: &'ast Lit) -> Traverse { | ||
| // Currently we're assuming no-schema, hence typing to arbitrary sized scalars. | ||
| // TODO type to the corresponding scalar with the introduction of schema | ||
| let kind = match _lit { | ||
| Lit::Null => StaticTypeKind::Null, | ||
| Lit::Missing => StaticTypeKind::Missing, | ||
| Lit::Int8Lit(_) => StaticTypeKind::Int, | ||
| Lit::Int16Lit(_) => StaticTypeKind::Int, | ||
| Lit::Int32Lit(_) => StaticTypeKind::Int, | ||
| Lit::Int64Lit(_) => StaticTypeKind::Int, | ||
| Lit::DecimalLit(_) => StaticTypeKind::Decimal, | ||
| Lit::NumericLit(_) => StaticTypeKind::Decimal, | ||
| Lit::RealLit(_) => StaticTypeKind::Float64, | ||
| Lit::FloatLit(_) => StaticTypeKind::Float64, | ||
| Lit::DoubleLit(_) => StaticTypeKind::Float64, | ||
| Lit::BoolLit(_) => StaticTypeKind::Bool, | ||
| Lit::IonStringLit(_) => todo!(), | ||
| Lit::CharStringLit(_) => StaticTypeKind::String, | ||
| Lit::NationalCharStringLit(_) => StaticTypeKind::String, | ||
| Lit::BitStringLit(_) => todo!(), | ||
| Lit::HexStringLit(_) => todo!(), | ||
| Lit::StructLit(_) => StaticTypeKind::Struct(StructType::unconstrained()), | ||
| Lit::ListLit(_) => StaticTypeKind::Array(ArrayType::array()), | ||
| Lit::BagLit(_) => StaticTypeKind::Bag(BagType::bag()), | ||
| Lit::TypedLit(_, _) => todo!(), | ||
| }; | ||
|
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| let ty = StaticType::new(kind); | ||
| let id = *self.current_node(); | ||
| if let Some(c) = self.container_stack.last_mut() { | ||
| c.push(ty.clone()) | ||
| } | ||
| self.type_map.insert(id, ty); | ||
| Traverse::Continue | ||
| } | ||
|
|
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| fn enter_struct(&mut self, _struct: &'ast Struct) -> Traverse { | ||
| self.container_stack.push(vec![]); | ||
| Traverse::Continue | ||
| } | ||
|
|
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| fn exit_struct(&mut self, _struct: &'ast Struct) -> Traverse { | ||
| let id = *self.current_node(); | ||
| let fields = self.container_stack.pop(); | ||
|
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| // Such type checking will very likely move to a common module | ||
| // TODO move to a more appropriate place for re-use. | ||
| if let Some(f) = fields { | ||
| // We already fail during parsing if the struct has wrong number of key-value pairs, e.g.: | ||
| // {'a', 1, 'b'} | ||
| // However, adding this check here. | ||
| let is_malformed = f.len() % 2 > 0; | ||
| if is_malformed { | ||
| self.errors.push(AstTransformError::IllegalState( | ||
| "Struct key-value pairs are malformed".to_string(), | ||
| )); | ||
| } | ||
|
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| let has_invalid_keys = f.chunks(2).map(|t| &t[0]).any(|t| !t.is_string()); | ||
| if has_invalid_keys || is_malformed { | ||
| self.errors.push(AstTransformError::IllegalState( | ||
| "Struct keys can only resolve to `String` type".to_string(), | ||
| )); | ||
| } | ||
| } | ||
|
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| let ty = StaticType::new_struct(StructType::unconstrained()); | ||
| self.type_map.insert(id, ty.clone()); | ||
|
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| if let Some(c) = self.container_stack.last_mut() { | ||
| c.push(ty) | ||
| } | ||
|
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| Traverse::Continue | ||
| } | ||
|
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| fn enter_bag(&mut self, _bag: &'ast Bag) -> Traverse { | ||
| self.container_stack.push(vec![]); | ||
| Traverse::Continue | ||
| } | ||
|
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| fn exit_bag(&mut self, _bag: &'ast Bag) -> Traverse { | ||
| // TODO add schema validation of BAG elements, e.g. for Schema Bag<Int> if there is at least | ||
| // one element that isn't INT there is a type checking error. | ||
|
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| // TODO clarify if we need to record the internal types of bag literal or stick w/Schema? | ||
| self.container_stack.pop(); | ||
|
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| let id = *self.current_node(); | ||
| let ty = StaticType::new_bag(BagType::bag()); | ||
|
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| self.type_map.insert(id, ty.clone()); | ||
| if let Some(s) = self.container_stack.last_mut() { | ||
| s.push(ty) | ||
| } | ||
| Traverse::Continue | ||
| } | ||
|
|
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| fn enter_list(&mut self, _list: &'ast List) -> Traverse { | ||
| self.container_stack.push(vec![]); | ||
| Traverse::Continue | ||
| } | ||
|
|
||
| fn exit_list(&mut self, _list: &'ast List) -> Traverse { | ||
| // TODO clarify if we need to record the internal types of array literal or stick w/Schema? | ||
| // one element that isn't INT there is a type checking error. | ||
|
|
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| // TODO clarify if we need to record the internal types of array literal or stick w/Schema? | ||
| self.container_stack.pop(); | ||
|
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| let id = *self.current_node(); | ||
| let ty = StaticType::new_array(ArrayType::array()); | ||
|
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| self.type_map.insert(id, ty.clone()); | ||
| if let Some(s) = self.container_stack.last_mut() { | ||
| s.push(ty) | ||
| } | ||
| Traverse::Continue | ||
| } | ||
| } | ||
|
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| #[cfg(test)] | ||
| mod tests { | ||
| use super::*; | ||
| use assert_matches::assert_matches; | ||
| use partiql_ast::ast; | ||
| use partiql_catalog::PartiqlCatalog; | ||
| use partiql_types::{StaticType, StaticTypeKind}; | ||
|
|
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| #[test] | ||
| fn simple_test() { | ||
| assert_matches!(run_literal_test("NULL"), StaticTypeKind::Null); | ||
| assert_matches!(run_literal_test("MISSING"), StaticTypeKind::Missing); | ||
| assert_matches!(run_literal_test("Missing"), StaticTypeKind::Missing); | ||
| assert_matches!(run_literal_test("true"), StaticTypeKind::Bool); | ||
| assert_matches!(run_literal_test("false"), StaticTypeKind::Bool); | ||
| assert_matches!(run_literal_test("1"), StaticTypeKind::Int); | ||
| assert_matches!(run_literal_test("1.5"), StaticTypeKind::Decimal); | ||
| assert_matches!(run_literal_test("'hello world!'"), StaticTypeKind::String); | ||
| assert_matches!( | ||
| run_literal_test("[1, 2 , {'a': 2}]"), | ||
| StaticTypeKind::Array(_) | ||
| ); | ||
| assert_matches!( | ||
| run_literal_test("<<'1', {'a': 11}>>"), | ||
| StaticTypeKind::Bag(_) | ||
| ); | ||
| assert_matches!( | ||
| run_literal_test("{'a': 1, 'b': 3, 'c': [1, 2]}"), | ||
| StaticTypeKind::Struct(_) | ||
| ); | ||
| } | ||
|
|
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| #[test] | ||
| fn simple_err_test() { | ||
| assert!(type_statement("{'a': 1, a.b: 3}").is_err()); | ||
| } | ||
|
|
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| fn run_literal_test(q: &str) -> StaticTypeKind { | ||
| let out = type_statement(q).expect("type map"); | ||
| let values: Vec<&StaticType> = out.values().collect(); | ||
| values.last().unwrap().kind().clone() | ||
| } | ||
|
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| fn type_statement(q: &str) -> Result<AstTypeMap<StaticType>, AstTransformationError> { | ||
| let parsed = partiql_parser::Parser::default() | ||
| .parse(q) | ||
| .expect("Expect successful parse"); | ||
|
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| let catalog = PartiqlCatalog::default(); | ||
| let typer = AstStaticTyper::new(&catalog); | ||
| if let ast::Expr::Query(q) = parsed.ast.as_ref() { | ||
| typer.type_nodes(&q) | ||
| } else { | ||
| panic!("Typing statement other than `Query` are unsupported") | ||
| } | ||
| } | ||
| } |
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