From 4885e66bc90e2669455f35ed330d9b82f6f53eb9 Mon Sep 17 00:00:00 2001 From: Swoorup Joshi Date: Sun, 16 Jun 2024 17:13:36 +1000 Subject: [PATCH] Union types, refactoring, etc --- Cargo.toml | 12 +- crates/duckdb/Cargo.toml | 18 +- .../duckdb/benches/issue-282/data/.gitignore | 1 + .../benches/issue-282/generate-database.sh | 19 + crates/duckdb/benches/issue-282/main.rs | 126 ++ crates/duckdb/benches/issue-282/output.csv | 1063 +++++++++++++++++ crates/duckdb/examples/appender.rs | 47 +- crates/duckdb/examples/hello-ext/main.rs | 17 +- crates/duckdb/src/appender/arrow.rs | 83 -- crates/duckdb/src/appender/mod.rs | 200 +++- crates/duckdb/src/core/column_info.rs | 133 +++ crates/duckdb/src/core/data_chunk.rs | 152 ++- crates/duckdb/src/core/logical_type.rs | 343 ++++-- crates/duckdb/src/core/mod.rs | 6 +- crates/duckdb/src/core/vector.rs | 446 +++++-- crates/duckdb/src/error.rs | 21 +- crates/duckdb/src/extension.rs | 11 + crates/duckdb/src/statement.rs | 46 +- crates/duckdb/src/vtab/arrow.rs | 520 ++++---- crates/duckdb/src/vtab/excel.rs | 24 +- crates/duckdb/src/vtab/mod.rs | 52 +- 21 files changed, 2648 insertions(+), 692 deletions(-) create mode 100644 crates/duckdb/benches/issue-282/data/.gitignore create mode 100755 crates/duckdb/benches/issue-282/generate-database.sh create mode 100644 crates/duckdb/benches/issue-282/main.rs create mode 100644 crates/duckdb/benches/issue-282/output.csv delete mode 100644 crates/duckdb/src/appender/arrow.rs create mode 100644 crates/duckdb/src/core/column_info.rs diff --git a/Cargo.toml b/Cargo.toml index 65dbf60d..fc425fb0 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -25,7 +25,7 @@ duckdb-loadable-macros = { version = "0.1.2", path = "crates/duckdb-loadable-mac autocfg = "1.0" bindgen = { version = "0.69", default-features = false } byteorder = "1.3" -calamine = "0.22.0" +calamine = "0.22" cast = "0.3" cc = "1.0" chrono = "0.4.22" @@ -40,8 +40,9 @@ memchr = "2.3" num = { version = "0.4", default-features = false } num-integer = "0.1.46" pkg-config = "0.3.24" -polars = "0.35.4" -polars-core = "0.35.4" +polars = "0.38" +polars-core = "0.38" +derive_more = "0.99" pretty_assertions = "1.4.0" proc-macro2 = "1.0.56" quote = "1.0.21" @@ -56,9 +57,14 @@ strum = "0.25" syn = "2.0.15" tar = "0.4.38" tempdir = "0.3.7" +thiserror = "1.0" tempfile = "3.1.0" unicase = "2.6.0" url = "2.1" uuid = "1.0" vcpkg = "0.2" arrow = { version = "52", default-features = false } +rusqlite = "0.31" +arrow_convert = "0.6" +itertools = "0.13" +criterion = { version = "0.5", features = [ "html_reports"] } \ No newline at end of file diff --git a/crates/duckdb/Cargo.toml b/crates/duckdb/Cargo.toml index d2783176..fc9861b5 100644 --- a/crates/duckdb/Cargo.toml +++ b/crates/duckdb/Cargo.toml @@ -16,6 +16,7 @@ description = "Ergonomic wrapper for DuckDB" [lib] name = "duckdb" +bench = false [features] default = [] @@ -54,9 +55,13 @@ strum = { workspace = true, features = ["derive"] } r2d2 = { workspace = true, optional = true } calamine = { workspace = true, optional = true } num = { workspace = true, features = ["std"], optional = true } +derive_more = { workspace = true } duckdb-loadable-macros = { workspace = true, optional = true } polars = { workspace = true, features = ["dtype-full"], optional = true } num-integer = { workspace = true } +thiserror = { workspace = true } +arrow_convert = { workspace = true } +itertools = { workspace = true } [dev-dependencies] doc-comment = { workspace = true } @@ -69,13 +74,13 @@ rand = { workspace = true } tempdir = { workspace = true } polars-core = { workspace = true } pretty_assertions = { workspace = true } -# criterion = "0.3" +rusqlite = { workspace = true } +criterion = { workspace = true } # [[bench]] # name = "data_types" # harness = false - [package.metadata.docs.rs] features = [] all-features = false @@ -90,3 +95,12 @@ all-features = false name = "hello-ext" crate-type = ["cdylib"] required-features = ["vtab-loadable"] + +[[example]] +name = "appender" +crate-type = ["cdylib"] +required-features = ["appender-arrow"] + +[[bench]] +name = "issue-282" +harness = false diff --git a/crates/duckdb/benches/issue-282/data/.gitignore b/crates/duckdb/benches/issue-282/data/.gitignore new file mode 100644 index 00000000..6afd071c --- /dev/null +++ b/crates/duckdb/benches/issue-282/data/.gitignore @@ -0,0 +1 @@ +db.* \ No newline at end of file diff --git a/crates/duckdb/benches/issue-282/generate-database.sh b/crates/duckdb/benches/issue-282/generate-database.sh new file mode 100755 index 00000000..8eba1622 --- /dev/null +++ b/crates/duckdb/benches/issue-282/generate-database.sh @@ -0,0 +1,19 @@ +#!/bin/bash + +# SQLite +sqlite3 data/db.sqlite < rusqlite::Connection { + let db_path = concat!(env!("CARGO_MANIFEST_DIR"), "/benches/issue-282/data/db.sqlite"); + rusqlite::Connection::open(db_path).unwrap() +} + +pub fn duck_db() -> duckdb::Connection { + let db_path = concat!(env!("CARGO_MANIFEST_DIR"), "/benches/issue-282/data/db.duckdb"); + duckdb::Connection::open(db_path).unwrap() +} + +#[derive(Debug, ArrowField, ArrowSerialize, ArrowDeserialize)] +struct Income { + created_at: Option, + amount: Option, + category_id: i32, + wallet_id: Option, + meta: Option, +} + +impl Income { + fn select_duckdb_arrow( + conn: &duckdb::Connection, + start: u32, + end: u32, + ) -> Result, Box> { + let sql = format!( + "SELECT created_at, amount, category_id, wallet_id, meta \ + FROM 'income' \ + WHERE created_at >= {} AND created_at <= {}", + start, end + ); + let mut stmt = conn.prepare_cached(&sql)?; + let result = stmt.query_arrow_deserialized::([])?; + Ok(result) + } + + fn select_duckdb(conn: &duckdb::Connection, start: u32, end: u32) -> Result, Box> { + let mut arr = Vec::new(); + let sql = format!( + "SELECT created_at, amount, category_id, wallet_id, meta \ + FROM 'income' \ + WHERE created_at >= {} AND created_at <= {}", + start, end + ); + let mut stmt = conn.prepare_cached(&sql)?; + let result_iter = stmt.query_map([], |row| { + Ok(Self { + created_at: row.get(0)?, + amount: row.get(1)?, + category_id: row.get(2)?, + wallet_id: row.get(3)?, + meta: row.get(4)?, + }) + })?; + for result in result_iter { + arr.push(result?); + } + Ok(arr) + } + + fn select_sqlite( + conn: &rusqlite::Connection, + start: u32, + end: u32, + ) -> Result, Box> { + let mut arr = Vec::new(); + let sql = format!( + "SELECT created_at, amount, category_id, wallet_id, meta \ + FROM 'income' \ + WHERE created_at >= {} AND created_at <= {}", + start, end + ); + let mut stmt = conn.prepare(&sql)?; + let result_iter = stmt.query_map([], |row| { + Ok(Self { + created_at: row.get(0)?, + amount: row.get(1)?, + category_id: row.get(2)?, + wallet_id: row.get(3)?, + meta: row.get(4)?, + }) + })?; + for result in result_iter { + arr.push(result?); + } + Ok(arr) + } +} + +fn bench_sqlite(c: &mut Criterion) { + let sqlite_conn = sqlite_db(); + c.bench_function("sqlite_test", |b| { + b.iter(|| { + let out = Income::select_sqlite(&sqlite_conn, 1709292049, 1711375239).unwrap(); + out.len() + }) + }); +} + +fn bench_duckdb(c: &mut Criterion) { + let duckdb_conn = duck_db(); + c.bench_function("duckdb_test", |b| { + b.iter(|| { + let out = Income::select_duckdb(&duckdb_conn, 1709292049, 1711375239).unwrap(); + out.len() + }) + }); +} + +fn bench_duckdb_arrow(c: &mut Criterion) { + let duckdb_conn = duck_db(); + c.bench_function("duckdb_test_arrow", |b| { + b.iter(|| { + let out = Income::select_duckdb_arrow(&duckdb_conn, 1709292049, 1711375239).unwrap(); + out.len() + }) + }); +} + +// criterion_group!(benches, bench_duckdb_arrow); +criterion_group!(benches, bench_sqlite, bench_duckdb, bench_duckdb_arrow); +criterion_main!(benches); diff --git a/crates/duckdb/benches/issue-282/output.csv b/crates/duckdb/benches/issue-282/output.csv new file mode 100644 index 00000000..33996243 --- /dev/null +++ b/crates/duckdb/benches/issue-282/output.csv @@ -0,0 +1,1063 @@ 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main() -> Result<()> { active TINYINT not null );"; db.execute_batch(create_table_sql)?; + let row_count = 10_000_000u32; + let data = firstn(row_count).collect_vec(); - let row_count = 10_000_000; { + let start = Instant::now(); let mut tx = db.transaction()?; tx.set_drop_behavior(DropBehavior::Commit); let mut app = tx.appender("test")?; // use generator - // for u in firstn(1_000_000) { - // app.append_row(params![u.id, u.area, u.age, u.active])?; - // } + app.append_rows_arrow(&data, true)?; - for i in 0..row_count { - app.append_row(params![ - i, - get_random_area_code(), - get_random_age(), - get_random_active(), - ])?; - } + let duration = start.elapsed(); + + println!("Time elapsed in transaction is: {:?}", duration); } let val = db.query_row("SELECT count(1) FROM test", [], |row| <(u32,)>::try_from(row))?; @@ -42,15 +48,7 @@ fn main() -> Result<()> { } #[allow(dead_code)] -struct User { - id: i32, - area: Option, - age: i8, - active: i8, -} - -#[allow(dead_code)] -fn firstn(n: i32) -> impl std::iter::Iterator { +fn firstn(n: u32) -> impl std::iter::Iterator { let mut id = 0; std::iter::from_fn(move || { if id >= n { @@ -58,7 +56,7 @@ fn firstn(n: i32) -> impl std::iter::Iterator { } id += 1; Some(User { - id, + id: id as i32, area: get_random_area_code(), age: get_random_age(), active: get_random_active(), @@ -66,6 +64,7 @@ fn firstn(n: i32) -> impl std::iter::Iterator { }) } +use itertools::Itertools; // Modified from https://github.com/avinassh/fast-sqlite3-inserts/blob/master/src/bin/common.rs use rand::{prelude::SliceRandom, Rng}; diff --git a/crates/duckdb/examples/hello-ext/main.rs b/crates/duckdb/examples/hello-ext/main.rs index 6f159e9a..78e8eee9 100644 --- a/crates/duckdb/examples/hello-ext/main.rs +++ b/crates/duckdb/examples/hello-ext/main.rs @@ -2,8 +2,9 @@ extern crate duckdb; extern crate duckdb_loadable_macros; extern crate libduckdb_sys; +use crate::duckdb::core::Inserter; use duckdb::{ - core::{DataChunkHandle, Inserter, LogicalTypeHandle, LogicalTypeId}, + core::{DataChunk, DataChunkHandle, FlatVector, LogicalTypeHandle, LogicalTypeId}, vtab::{BindInfo, Free, FunctionInfo, InitInfo, VTab}, Connection, Result, }; @@ -43,7 +44,7 @@ impl VTab for HelloVTab { type InitData = HelloInitData; type BindData = HelloBindData; - unsafe fn bind(bind: &BindInfo, data: *mut HelloBindData) -> Result<(), Box> { + fn bind(bind: &BindInfo, data: *mut HelloBindData) -> Result<(), Box> { bind.add_result_column("column0", LogicalTypeHandle::from(LogicalTypeId::Varchar)); let param = bind.get_parameter(0).to_string(); unsafe { @@ -52,29 +53,31 @@ impl VTab for HelloVTab { Ok(()) } - unsafe fn init(_: &InitInfo, data: *mut HelloInitData) -> Result<(), Box> { + fn init(_: &InitInfo, data: *mut HelloInitData) -> Result<(), Box> { unsafe { (*data).done = false; } Ok(()) } - unsafe fn func(func: &FunctionInfo, output: &mut DataChunkHandle) -> Result<(), Box> { + fn func(func: &FunctionInfo, output: DataChunkHandle) -> Result<(), Box> { let init_info = func.get_init_data::(); let bind_info = func.get_bind_data::(); + let mut data_chunk = DataChunk::from_existing_handle(output); unsafe { if (*init_info).done { - output.set_len(0); + data_chunk.set_len(0); } else { (*init_info).done = true; - let vector = output.flat_vector(0); + data_chunk.reserve(1); + let vector = data_chunk.columns[0].try_as_flat_mut().unwrap(); let name = CString::from_raw((*bind_info).name); let result = CString::new(format!("Hello {}", name.to_str()?))?; // Can't consume the CString (*bind_info).name = CString::into_raw(name); vector.insert(0, result); - output.set_len(1); + data_chunk.set_len(1); } } Ok(()) diff --git a/crates/duckdb/src/appender/arrow.rs b/crates/duckdb/src/appender/arrow.rs deleted file mode 100644 index 942242cc..00000000 --- a/crates/duckdb/src/appender/arrow.rs +++ /dev/null @@ -1,83 +0,0 @@ -use super::{ffi, Appender, Result}; -use crate::{ - core::{DataChunkHandle, LogicalTypeHandle}, - error::result_from_duckdb_appender, - vtab::{record_batch_to_duckdb_data_chunk, to_duckdb_logical_type}, - Error, -}; -use arrow::record_batch::RecordBatch; -use ffi::duckdb_append_data_chunk; - -impl Appender<'_> { - /// Append one record_batch - /// - /// ## Example - /// - /// ```rust,no_run - /// # use duckdb::{Connection, Result, params}; - /// use arrow::record_batch::RecordBatch; - /// fn insert_record_batch(conn: &Connection,record_batch:RecordBatch) -> Result<()> { - /// let mut app = conn.appender("foo")?; - /// app.append_record_batch(record_batch)?; - /// Ok(()) - /// } - /// ``` - /// - /// # Failure - /// - /// Will return `Err` if append column count not the same with the table schema - #[inline] - pub fn append_record_batch(&mut self, record_batch: RecordBatch) -> Result<()> { - let schema = record_batch.schema(); - let mut logical_type: Vec = vec![]; - for field in schema.fields() { - let logical_t = to_duckdb_logical_type(field.data_type()) - .map_err(|_op| Error::ArrowTypeToDuckdbType(field.to_string(), field.data_type().clone()))?; - logical_type.push(logical_t); - } - - let mut data_chunk = DataChunkHandle::new(&logical_type); - record_batch_to_duckdb_data_chunk(&record_batch, &mut data_chunk).map_err(|_op| Error::AppendError)?; - - let rc = unsafe { duckdb_append_data_chunk(self.app, data_chunk.get_ptr()) }; - result_from_duckdb_appender(rc, &mut self.app) - } -} - -#[cfg(test)] -mod test { - use crate::{Connection, Result}; - use arrow::{ - array::{Int8Array, StringArray}, - datatypes::{DataType, Field, Schema}, - record_batch::RecordBatch, - }; - use std::sync::Arc; - - #[test] - fn test_append_record_batch() -> Result<()> { - let db = Connection::open_in_memory()?; - db.execute_batch("CREATE TABLE foo(id TINYINT not null,area TINYINT not null,name Varchar)")?; - { - let id_array = Int8Array::from(vec![1, 2, 3, 4, 5]); - let area_array = Int8Array::from(vec![11, 22, 33, 44, 55]); - let name_array = StringArray::from(vec![Some("11"), None, None, Some("44"), None]); - let schema = Schema::new(vec![ - Field::new("id", DataType::Int8, true), - Field::new("area", DataType::Int8, true), - Field::new("area", DataType::Utf8, true), - ]); - let record_batch = RecordBatch::try_new( - Arc::new(schema), - vec![Arc::new(id_array), Arc::new(area_array), Arc::new(name_array)], - ) - .unwrap(); - let mut app = db.appender("foo")?; - app.append_record_batch(record_batch)?; - } - let mut stmt = db.prepare("SELECT id, area,name FROM foo")?; - let rbs: Vec = stmt.query_arrow([])?.collect(); - assert_eq!(rbs.iter().map(|op| op.num_rows()).sum::(), 5); - Ok(()) - } -} diff --git a/crates/duckdb/src/appender/mod.rs b/crates/duckdb/src/appender/mod.rs index 488db82f..3b1ea0fb 100644 --- a/crates/duckdb/src/appender/mod.rs +++ b/crates/duckdb/src/appender/mod.rs @@ -1,22 +1,135 @@ -use super::{ffi, AppenderParams, Connection, Result, ValueRef}; -use std::{ffi::c_void, fmt, os::raw::c_char}; +use std::{ + ffi::{c_char, c_void}, + fmt, +}; + +use ::arrow::array::RecordBatch; +use arrow_convert::{ + field::ArrowField, + serialize::{ArrowSerialize, FlattenRecordBatch, TryIntoArrow}, +}; +use ffi::{duckdb_append_data_chunk, duckdb_appender_flush}; +use itertools::Itertools; +use super::{ffi, Connection, Result}; +#[cfg(feature = "appender-arrow")] +use crate::vtab::arrow::record_batch_to_duckdb_data_chunk; use crate::{ + core::{ColumnInfo, DataChunk, DataChunkHandle, LogicalType, LogicalTypeHandle}, error::result_from_duckdb_appender, - types::{ToSql, ToSqlOutput}, - Error, + types::{ToSqlOutput, ValueRef}, + AppenderParams, Error, ToSql, }; /// Appender for fast import data pub struct Appender<'conn> { conn: &'conn Connection, app: ffi::duckdb_appender, -} -#[cfg(feature = "appender-arrow")] -mod arrow; + /// column layout stored as tree, for fast access and to create data chunks + columns: Vec, + + /// the type of the columns this table stores + column_types: Vec, + + /// chunks that have not been flushed + chunks: Vec, +} impl Appender<'_> { + #[inline] + pub(super) fn new(conn: &Connection, app: ffi::duckdb_appender) -> Appender<'_> { + let column_count = unsafe { ffi::duckdb_appender_column_count(app) }; + + // initialize column_types + let column_types = (0..column_count) + .map(|i| { + let handle = unsafe { LogicalTypeHandle::new(ffi::duckdb_appender_column_type(app, i)) }; + LogicalType::from(handle) + }) + .collect::>(); + + // initialize columns + let columns: Vec = (0..column_count) + .map(|i| ColumnInfo::new(&column_types[i as usize])) + .collect(); + + let chunks = vec![]; + + Appender { + conn, + app, + columns, + column_types, + chunks, + } + } + + #[cfg(feature = "appender-arrow")] + fn append_record_batch_inner(&mut self, record_batch: Vec) -> Result<()> { + for batch in record_batch { + let mut data_chunk = DataChunk::new(batch.num_rows(), &self.column_types, &self.columns); + record_batch_to_duckdb_data_chunk(&batch, &mut data_chunk).map_err(|_op| Error::AppendError)?; + self.chunks.push(data_chunk); + } + Ok(()) + } + + /// Append one record_batch + /// + /// ## Example + /// + /// ```rust,no_run + /// # use duckdb::{Connection, Result, params}; + /// use arrow::record_batch::RecordBatch; + /// fn insert_record_batch(conn: &Connection,record_batch:RecordBatch) -> Result<()> { + /// let mut app = conn.appender("foo")?; + /// app.append_record_batch(record_batch)?; + /// Ok(()) + /// } + /// ``` + /// + /// # Failure + /// + /// Will return `Err` if append column count not the same with the table schema + #[cfg(feature = "appender-arrow")] + pub fn append_record_batch(&mut self, record_batch: RecordBatch) -> Result<()> { + let batches = split_batch_for_data_chunk_capacity(record_batch, DataChunkHandle::max_capacity()); + self.append_record_batch_inner(batches) + } + + /// Append rows to the appender. + /// + /// # Arguments + /// + /// * `records` - An iterator over the records to be appended. + /// * `expand_struct` - A boolean indicating whether to expand the struct. + #[cfg(feature = "appender-arrow")] + pub fn append_rows_arrow<'a, T>( + &mut self, + records: impl IntoIterator, + expand_struct: bool, + ) -> Result<()> + where + T: ArrowSerialize + ArrowField + 'static, + { + let batches = records + .into_iter() + .chunks(DataChunkHandle::max_capacity()) + .into_iter() + .map(|chunk| { + let batch: RecordBatch = chunk.try_into_arrow()?; + if expand_struct { + batch.flatten() + } else { + Ok(batch) + } + }) + .collect::, _>>()?; + + self.append_record_batch_inner(batches) + } + /// Append multiple rows from Iterator /// /// ## Example @@ -143,25 +256,24 @@ impl Appender<'_> { Ok(()) } - #[inline] - pub(super) fn new(conn: &Connection, app: ffi::duckdb_appender) -> Appender<'_> { - Appender { conn, app } - } - /// Flush data into DB #[inline] pub fn flush(&mut self) -> Result<()> { - unsafe { - let res = ffi::duckdb_appender_flush(self.app); - result_from_duckdb_appender(res, &mut self.app) + // append data chunks + for chunk in self.chunks.drain(..) { + let rc = unsafe { duckdb_append_data_chunk(self.app, chunk.get_handle().ptr) }; + result_from_duckdb_appender(rc, &mut self.app)?; } + + let rc = unsafe { duckdb_appender_flush(self.app) }; + result_from_duckdb_appender(rc, &mut self.app) } } impl Drop for Appender<'_> { fn drop(&mut self) { if !self.app.is_null() { - let _ = self.flush(); // can't safely handle failures here + self.flush().expect("Failed to flush appender"); unsafe { ffi::duckdb_appender_close(self.app); ffi::duckdb_appender_destroy(&mut self.app); @@ -176,10 +288,63 @@ impl fmt::Debug for Appender<'_> { } } +/// Splits a given `RecordBatch` into multiple smaller batches based on the maximum number of rows per batch. +fn split_batch_for_data_chunk_capacity(batch: RecordBatch, data_chunk_max_rows: usize) -> Vec { + let rows_per_batch = data_chunk_max_rows.max(1); + let n_batches = (batch.num_rows() / rows_per_batch).max(1); + let mut out = Vec::with_capacity(n_batches + 1); + + let mut offset = 0; + while offset < batch.num_rows() { + let length = (rows_per_batch).min(batch.num_rows() - offset); + out.push(batch.slice(offset, length)); + + offset += length; + } + + out +} + #[cfg(test)] mod test { + use std::sync::Arc; + + use arrow::{ + array::{Int8Array, StringArray}, + datatypes::{DataType, Field, Schema}, + record_batch::RecordBatch, + }; + use crate::{Connection, Result}; + #[cfg(feature = "appender-arrow")] + #[test] + fn test_append_record_batch() -> Result<()> { + let db = Connection::open_in_memory()?; + db.execute_batch("CREATE TABLE foo(id TINYINT not null,area TINYINT not null,name Varchar)")?; + { + let id_array = Int8Array::from(vec![1, 2, 3, 4, 5]); + let area_array = Int8Array::from(vec![11, 22, 33, 44, 55]); + let name_array = StringArray::from(vec![Some("11"), None, None, Some("44"), None]); + let schema = Schema::new(vec![ + Field::new("id", DataType::Int8, true), + Field::new("area", DataType::Int8, true), + Field::new("area", DataType::Utf8, true), + ]); + let record_batch = RecordBatch::try_new( + Arc::new(schema), + vec![Arc::new(id_array), Arc::new(area_array), Arc::new(name_array)], + ) + .unwrap(); + let mut app = db.appender("foo")?; + app.append_record_batch(record_batch)?; + } + let mut stmt = db.prepare("SELECT id, area,name FROM foo")?; + let rbs: Vec = stmt.query_arrow([])?.collect(); + assert_eq!(rbs.iter().map(|op| op.num_rows()).sum::(), 5); + Ok(()) + } + #[test] fn test_append_one_row() -> Result<()> { let db = Connection::open_in_memory()?; @@ -266,9 +431,10 @@ mod test { #[test] #[cfg(feature = "chrono")] fn test_append_datetime() -> Result<()> { - use crate::params; use chrono::{NaiveDate, NaiveDateTime}; + use crate::params; + let db = Connection::open_in_memory()?; db.execute_batch("CREATE TABLE foo(x DATE, y TIMESTAMP)")?; diff --git a/crates/duckdb/src/core/column_info.rs b/crates/duckdb/src/core/column_info.rs new file mode 100644 index 00000000..5462f0b2 --- /dev/null +++ b/crates/duckdb/src/core/column_info.rs @@ -0,0 +1,133 @@ +use arrow::datatypes::DataType; +use derive_more::Unwrap; + +use super::LogicalType; + +#[derive(Debug)] +pub struct ListColumnInfo { + pub child: Box, +} + +// note: Also works for fixed size length +#[derive(Debug)] +pub struct ArrayColumnInfo { + pub array_size: usize, + pub child: Box, +} + +#[derive(Debug)] +pub struct StructColumnInfo { + pub children: Vec, +} + +#[derive(Debug)] +pub struct UnionColumnInfo { + pub members: Vec, +} + +/// Represents the duckdb schema for error handling and caching purposes. +#[derive(Unwrap, Debug)] +pub enum ColumnInfo { + Flat, + List(ListColumnInfo), + Array(ArrayColumnInfo), + Struct(StructColumnInfo), + Union(UnionColumnInfo), +} + +impl ColumnInfo { + pub fn new(logical_type: &LogicalType) -> Self { + match logical_type { + LogicalType::General { .. } | LogicalType::Decimal(_) => ColumnInfo::Flat, + LogicalType::List(ty) => { + let child_type = ty.child_type(); + let child_info = Self::new(&child_type); + + ColumnInfo::List(ListColumnInfo { + child: Box::new(child_info), + }) + } + LogicalType::Struct(ty) => { + let child_count = ty.child_count(); + + let child_column_infos = (0..child_count) + .map(|i| { + let child_type = ty.child_type(i); + Self::new(&child_type) + }) + .collect::>(); + + ColumnInfo::Struct(StructColumnInfo { + children: child_column_infos, + }) + } + LogicalType::Map(_) => unimplemented!(), + LogicalType::Union(ty) => { + let child_count = ty.member_count(); + + let member_column_infos = (0..child_count) + .map(|i| { + let child_type = ty.member_type(i); + Self::new(&child_type) + }) + .collect::>(); + + ColumnInfo::Union(UnionColumnInfo { + members: member_column_infos, + }) + } + LogicalType::Array(ty) => { + let array_size = ty.size(); + let child_type = ty.child_type(); + let child_info = Self::new(&child_type); + + ColumnInfo::Array(ArrayColumnInfo { + array_size, + child: Box::new(child_info), + }) + } + } + } + + pub fn new_from_data_type(data_type: &DataType) -> Self { + match data_type { + dt if dt.is_primitive() => ColumnInfo::Flat, + DataType::Binary | DataType::Utf8 | DataType::LargeUtf8 => ColumnInfo::Flat, + DataType::List(ty) => { + let child_info = Self::new_from_data_type(ty.data_type()); + ColumnInfo::List(ListColumnInfo { + child: Box::new(child_info), + }) + } + DataType::FixedSizeList(field, size) => { + let child_info = Self::new_from_data_type(field.data_type()); + ColumnInfo::Array(ArrayColumnInfo { + array_size: *size as usize, + child: Box::new(child_info), + }) + } + DataType::Struct(fields) => { + let children = fields + .iter() + .map(|field| { + let child_info = Self::new_from_data_type(field.data_type()); + child_info + }) + .collect::>(); + ColumnInfo::Struct(StructColumnInfo { children }) + } + DataType::Union(fields, _) => { + let members = fields + .iter() + .map(|(_, field)| { + let child_info = Self::new_from_data_type(field.data_type()); + child_info + }) + .collect::>(); + ColumnInfo::Union(UnionColumnInfo { members }) + } + DataType::Map(_, _) => todo!(), + dt => unimplemented!("data type: {} is not implemented yet.", dt), + } + } +} diff --git a/crates/duckdb/src/core/data_chunk.rs b/crates/duckdb/src/core/data_chunk.rs index 7b6d2e2c..977b7b22 100644 --- a/crates/duckdb/src/core/data_chunk.rs +++ b/crates/duckdb/src/core/data_chunk.rs @@ -1,16 +1,20 @@ -use super::{ - logical_type::LogicalTypeHandle, - vector::{ArrayVector, FlatVector, ListVector, StructVector}, -}; -use crate::ffi::{ - duckdb_create_data_chunk, duckdb_data_chunk, duckdb_data_chunk_get_column_count, duckdb_data_chunk_get_size, - duckdb_data_chunk_get_vector, duckdb_data_chunk_set_size, duckdb_destroy_data_chunk, +use std::sync::Arc; + +use libduckdb_sys::{duckdb_vector_get_column_type, duckdb_vector_size}; + +use super::{column_info::ColumnInfo, LogicalTypeHandle}; +use crate::{ + core::{LogicalType, Vector, VectorHandle}, + ffi::{ + duckdb_create_data_chunk, duckdb_data_chunk, duckdb_data_chunk_get_column_count, duckdb_data_chunk_get_size, + duckdb_data_chunk_get_vector, duckdb_data_chunk_set_size, duckdb_destroy_data_chunk, + }, }; /// Handle to the DataChunk in DuckDB. pub struct DataChunkHandle { /// Pointer to the DataChunk in duckdb C API. - ptr: duckdb_data_chunk, + pub(crate) ptr: duckdb_data_chunk, /// Whether this [DataChunkHandle] own the [DataChunk::ptr]. owned: bool, @@ -20,8 +24,8 @@ impl Drop for DataChunkHandle { fn drop(&mut self) { if self.owned && !self.ptr.is_null() { unsafe { duckdb_destroy_data_chunk(&mut self.ptr) } - self.ptr = std::ptr::null_mut(); } + self.ptr = std::ptr::null_mut(); } } @@ -31,31 +35,35 @@ impl DataChunkHandle { } /// Create a new [DataChunkHandle] with the given [LogicalTypeHandle]s. - pub fn new(logical_types: &[LogicalTypeHandle]) -> Self { + pub fn new(logical_types: &[LogicalType]) -> Self { let num_columns = logical_types.len(); - let mut c_types = logical_types.iter().map(|t| t.ptr).collect::>(); + let mut c_types = logical_types.iter().map(|t| unsafe { t.ptr() }).collect::>(); let ptr = unsafe { duckdb_create_data_chunk(c_types.as_mut_ptr(), num_columns as u64) }; - DataChunkHandle { ptr, owned: true } + Self { ptr, owned: true } } /// Get the vector at the specific column index: `idx`. - pub fn flat_vector(&self, idx: usize) -> FlatVector { - FlatVector::from(unsafe { duckdb_data_chunk_get_vector(self.ptr, idx as u64) }) - } - - /// Get a list vector from the column index. - pub fn list_vector(&self, idx: usize) -> ListVector { - ListVector::from(unsafe { duckdb_data_chunk_get_vector(self.ptr, idx as u64) }) + pub fn get_vector(&self, idx: usize) -> VectorHandle { + unsafe { VectorHandle::new_unchecked(duckdb_data_chunk_get_vector(self.ptr, idx as u64)) } } - /// Get a array vector from the column index. - pub fn array_vector(&self, idx: usize) -> ArrayVector { - ArrayVector::from(unsafe { duckdb_data_chunk_get_vector(self.ptr, idx as u64) }) + /// Get all the [LogicalTypes] in this [DataChunkHandle]. + pub fn get_logical_types(&self) -> Vec { + let num_columns = self.num_columns(); + (0..num_columns) + .map(|idx| unsafe { + let vector = duckdb_data_chunk_get_vector(self.ptr, idx as u64); + let handle = LogicalTypeHandle::new(duckdb_vector_get_column_type(vector)); + LogicalType::from(handle) + }) + .collect() } - /// Get struct vector at the column index: `idx`. - pub fn struct_vector(&self, idx: usize) -> StructVector { - StructVector::from(unsafe { duckdb_data_chunk_get_vector(self.ptr, idx as u64) }) + /// Get the maximum capacity of the data chunk. + /// Data should be capped at this size. + /// If the data exceeds this size, it should be split into multiple data chunks. + pub fn max_capacity() -> usize { + unsafe { duckdb_vector_size() as usize } } /// Set the size of the data chunk @@ -63,34 +71,88 @@ impl DataChunkHandle { unsafe { duckdb_data_chunk_set_size(self.ptr, new_len as u64) }; } + pub fn reserve(&self, size: usize) { + if size > self.len() { + self.set_len(size.next_power_of_two()); + } + } + + pub fn with_capacity(self, size: usize) -> Self { + self.reserve(size); + self + } + /// Get the length / the number of rows in this [DataChunkHandle]. pub fn len(&self) -> usize { unsafe { duckdb_data_chunk_get_size(self.ptr) as usize } } + pub fn num_columns(&self) -> usize { + unsafe { duckdb_data_chunk_get_column_count(self.ptr) as usize } + } + /// Check whether this [DataChunkHandle] is empty. pub fn is_empty(&self) -> bool { self.len() == 0 } +} + +pub struct DataChunk { + handle: Arc, + pub columns: Vec, +} + +impl DataChunk { + // Create a new [DataChunk] construction from logical types and columns infos + pub fn new(capacity: usize, logical_types: &[LogicalType], columns: &[ColumnInfo]) -> Self { + let handle = Arc::new(DataChunkHandle::new(logical_types).with_capacity(capacity)); + let columns = Vector::new_from_column_infos(columns, handle.clone()); + Self { handle, columns } + } + + /// Create a new [DataChunk] from an existing [DataChunkHandle]. + pub fn from_existing_handle(handle: DataChunkHandle) -> Self { + let handle = Arc::new(handle); + let logical_types = handle.get_logical_types(); + let infos: Vec = logical_types.iter().map(ColumnInfo::new).collect(); + let columns = Vector::new_from_column_infos(&infos, handle.clone()); + Self { handle, columns } + } + + /// Create a new [DataChunk] from an arrow::RecordBatch. + pub fn from_arrow_schema(schema: &arrow::datatypes::SchemaRef, handle: DataChunkHandle) -> Self { + let handle = Arc::new(handle); + let columns = Vector::from_arrow_schema(schema, handle.clone()); + Self { handle, columns } + } - /// Get the number of columns in this [DataChunkHandle]. + /// Get the ptr of duckdb_data_chunk in this [DataChunk]. + pub fn get_handle(&self) -> Arc { + self.handle.clone() + } + + /// Get the number of columns in this [DataChunk]. pub fn num_columns(&self) -> usize { - unsafe { duckdb_data_chunk_get_column_count(self.ptr) as usize } + self.columns.len() + } + + pub fn reserve(&mut self, capacity: usize) { + self.handle.reserve(capacity); } - /// Get the ptr of duckdb_data_chunk in this [DataChunkHandle]. - pub fn get_ptr(&self) -> duckdb_data_chunk { - self.ptr + pub fn set_len(&mut self, size: usize) { + self.handle.set_len(size); } } #[cfg(test)] mod test { use super::{super::logical_type::LogicalTypeId, *}; + use crate::core::{FlatVector, LogicalTypeHandle}; #[test] fn test_data_chunk_construction() { - let dc = DataChunkHandle::new(&[LogicalTypeHandle::from(LogicalTypeId::Integer)]); + let dc = DataChunkHandle::new(&[LogicalTypeHandle::from(LogicalTypeId::Integer).into()]); assert_eq!(dc.num_columns(), 1); @@ -99,33 +161,11 @@ mod test { #[test] fn test_vector() { - let datachunk = DataChunkHandle::new(&[LogicalTypeHandle::from(LogicalTypeId::Bigint)]); - let mut vector = datachunk.flat_vector(0); + let datachunk = DataChunkHandle::new(&[LogicalTypeHandle::from(LogicalTypeId::Bigint).into()]); + datachunk.reserve(1); + let mut vector = FlatVector::new(datachunk.get_vector(0), Arc::new(move || datachunk.len())); let data = vector.as_mut_slice::(); data[0] = 42; } - - #[test] - fn test_logi() { - let key = LogicalTypeHandle::from(LogicalTypeId::Varchar); - - let value = LogicalTypeHandle::from(LogicalTypeId::UTinyint); - - let map = LogicalTypeHandle::map(&key, &value); - - assert_eq!(map.id(), LogicalTypeId::Map); - - // let union_ = LogicalType::new_union_type(HashMap::from([ - // ("number", LogicalType::new(LogicalTypeId::Bigint)), - // ("string", LogicalType::new(LogicalTypeId::Varchar)), - // ])); - // assert_eq!(union_.type_id(), LogicalTypeId::Union); - - // let struct_ = LogicalType::new_struct_type(HashMap::from([ - // ("number", LogicalType::new(LogicalTypeId::Bigint)), - // ("string", LogicalType::new(LogicalTypeId::Varchar)), - // ])); - // assert_eq!(struct_.type_id(), LogicalTypeId::Struct); - } } diff --git a/crates/duckdb/src/core/logical_type.rs b/crates/duckdb/src/core/logical_type.rs index ede3ba52..95a2e258 100644 --- a/crates/duckdb/src/core/logical_type.rs +++ b/crates/duckdb/src/core/logical_type.rs @@ -3,12 +3,15 @@ use std::{ fmt::Debug, }; +use derive_more::{Constructor, From}; +use strum::EnumTryAs; + use crate::ffi::*; /// Logical Type Id /// #[repr(u32)] -#[derive(Debug, PartialEq, Eq)] +#[derive(Clone, Copy, Debug, PartialEq, Eq)] pub enum LogicalTypeId { /// Boolean Boolean = DUCKDB_TYPE_DUCKDB_TYPE_BOOLEAN, @@ -66,6 +69,8 @@ pub enum LogicalTypeId { Uuid = DUCKDB_TYPE_DUCKDB_TYPE_UUID, /// Union Union = DUCKDB_TYPE_DUCKDB_TYPE_UNION, + /// Array + Array = DUCKDB_TYPE_DUCKDB_TYPE_ARRAY, /// Timestamp TZ TimestampTZ = DUCKDB_TYPE_DUCKDB_TYPE_TIMESTAMP_TZ, } @@ -98,41 +103,41 @@ impl From for LogicalTypeId { DUCKDB_TYPE_DUCKDB_TYPE_TIMESTAMP_NS => Self::TimestampNs, DUCKDB_TYPE_DUCKDB_TYPE_ENUM => Self::Enum, DUCKDB_TYPE_DUCKDB_TYPE_LIST => Self::List, + DUCKDB_TYPE_DUCKDB_TYPE_ARRAY => Self::Array, DUCKDB_TYPE_DUCKDB_TYPE_STRUCT => Self::Struct, DUCKDB_TYPE_DUCKDB_TYPE_MAP => Self::Map, DUCKDB_TYPE_DUCKDB_TYPE_UUID => Self::Uuid, DUCKDB_TYPE_DUCKDB_TYPE_UNION => Self::Union, DUCKDB_TYPE_DUCKDB_TYPE_TIMESTAMP_TZ => Self::TimestampTZ, - _ => panic!(), + _ => unimplemented!("{value} not implemented"), } } } -/// DuckDB Logical Type. -/// +#[derive(Debug)] pub struct LogicalTypeHandle { pub(crate) ptr: duckdb_logical_type, } -impl Debug for LogicalTypeHandle { - /// Debug implementation for LogicalType - fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> Result<(), std::fmt::Error> { - let id = self.id(); - match id { - LogicalTypeId::Struct => { - write!(f, "struct<")?; - for i in 0..self.num_children() { - if i > 0 { - write!(f, ", ")?; - } - write!(f, "{}: {:?}", self.child_name(i), self.child(i))?; - } - write!(f, ">") - } - _ => write!(f, "{:?}", self.id()), - } - } -} +// impl Debug for LogicalTypeHandle { +// /// Debug implementation for LogicalType +// fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> Result<(), std::fmt::Error> { +// let id = self.id(); +// match id { +// LogicalTypeId::Struct => { +// write!(f, "struct<")?; +// for i in 0..self.num_children() { +// if i > 0 { +// write!(f, ", ")?; +// } +// write!(f, "{}: {:?}", self.child_name(i), self.struct_or_union_child(i))?; +// } +// write!(f, ">") +// } +// _ => write!(f, "{:?}", self.id()), +// } +// } +// } impl Drop for LogicalTypeHandle { /// Drop implementation for LogicalType @@ -158,6 +163,7 @@ impl From for LogicalTypeHandle { } } +// constructors impl LogicalTypeHandle { /// Create a DuckDB logical type from C API pub(crate) unsafe fn new(ptr: duckdb_logical_type) -> Self { @@ -182,11 +188,11 @@ impl LogicalTypeHandle { } } - /// Creates an array type from its child type. - pub fn array(child_type: &LogicalTypeHandle, array_size: u64) -> Self { + /// Creates a array type from its child type. + pub fn array(child_type: &LogicalTypeHandle, size: i32) -> Self { unsafe { Self { - ptr: duckdb_create_array_type(child_type.ptr, array_size), + ptr: duckdb_create_array_type(child_type.ptr, size as idx_t), } } } @@ -200,18 +206,6 @@ impl LogicalTypeHandle { } } - /// Retrieves the decimal width - /// Returns 0 if the LogicalType is not a decimal - pub fn decimal_width(&self) -> u8 { - unsafe { duckdb_decimal_width(self.ptr) } - } - - /// Retrieves the decimal scale - /// Returns 0 if the LogicalType is not a decimal - pub fn decimal_scale(&self) -> u8 { - unsafe { duckdb_decimal_scale(self.ptr) } - } - /// Make a `LogicalType` for `struct` pub fn struct_type(fields: &[(&str, LogicalTypeHandle)]) -> Self { let keys: Vec = fields.iter().map(|f| CString::new(f.0).unwrap()).collect(); @@ -251,91 +245,278 @@ impl LogicalTypeHandle { let duckdb_type_id = unsafe { duckdb_get_type_id(self.ptr) }; duckdb_type_id.into() } +} - /// Logical type children num - pub fn num_children(&self) -> usize { - match self.id() { - LogicalTypeId::Struct => unsafe { duckdb_struct_type_child_count(self.ptr) as usize }, - LogicalTypeId::Union => unsafe { duckdb_union_type_member_count(self.ptr) as usize }, - LogicalTypeId::List => 1, - _ => 0, +#[derive(From, Constructor, Debug)] +pub struct DecimalLogicalType(LogicalTypeHandle); + +impl DecimalLogicalType { + /// Retrieves the decimal width + /// Returns 0 if the LogicalType is not a decimal + pub fn decimal_width(&self) -> u8 { + unsafe { duckdb_decimal_width(self.0.ptr) } + } + + /// Retrieves the decimal scale + /// Returns 0 if the LogicalType is not a decimal + pub fn decimal_scale(&self) -> u8 { + unsafe { duckdb_decimal_scale(self.0.ptr) } + } +} + +#[derive(From, Constructor, Debug)] +pub struct ListLogicalType(LogicalTypeHandle); + +impl ListLogicalType { + pub fn child_type(&self) -> LogicalType { + let handle = unsafe { LogicalTypeHandle::new(duckdb_list_type_child_type(self.0.ptr)) }; + + LogicalType::from(handle) + } +} + +#[derive(From, Constructor, Debug)] +pub struct UnionLogicalType(LogicalTypeHandle); + +impl UnionLogicalType { + pub fn member_count(&self) -> usize { + unsafe { duckdb_union_type_member_count(self.0.ptr) as usize } + } + + /// Logical type child by idx + pub fn member_type(&self, idx: usize) -> LogicalType { + let handle = unsafe { LogicalTypeHandle::new(duckdb_union_type_member_type(self.0.ptr, idx as u64)) }; + LogicalType::from(handle) + } + + /// Logical type child name by idx + pub fn member_name(&self, idx: usize) -> String { + unsafe { + let child_name_ptr = duckdb_union_type_member_name(self.0.ptr, idx as u64); + let c_str = CString::from_raw(child_name_ptr); + let name = c_str.to_str().unwrap(); + name.to_string() } } +} + +#[derive(From, Constructor, Debug)] +pub struct StructLogicalType(LogicalTypeHandle); + +impl StructLogicalType { + /// Logical type child by idx + pub fn child_type(&self, idx: usize) -> LogicalType { + let handle = unsafe { LogicalTypeHandle::new(duckdb_struct_type_child_type(self.0.ptr, idx as u64)) }; + LogicalType::from(handle) + } + + pub fn child_count(&self) -> usize { + unsafe { duckdb_struct_type_child_count(self.0.ptr) as usize } + } /// Logical type child name by idx /// /// Panics if the logical type is not a struct or union pub fn child_name(&self, idx: usize) -> String { unsafe { - let child_name_ptr = match self.id() { - LogicalTypeId::Struct => duckdb_struct_type_child_name(self.ptr, idx as u64), - LogicalTypeId::Union => duckdb_union_type_member_name(self.ptr, idx as u64), - _ => panic!("not a struct or union"), - }; + let child_name_ptr = duckdb_struct_type_child_name(self.0.ptr, idx as u64); let c_str = CString::from_raw(child_name_ptr); let name = c_str.to_str().unwrap(); name.to_string() } } +} - /// Logical type child by idx - pub fn child(&self, idx: usize) -> Self { - let c_logical_type = unsafe { - match self.id() { - LogicalTypeId::Struct => duckdb_struct_type_child_type(self.ptr, idx as u64), - LogicalTypeId::Union => duckdb_union_type_member_type(self.ptr, idx as u64), - _ => panic!("not a struct or union"), - } - }; - unsafe { Self::new(c_logical_type) } +#[derive(From, Constructor, Debug)] +pub struct MapLogicalType(LogicalTypeHandle); + +impl MapLogicalType { + pub fn key_type(&self) -> LogicalType { + let handle = unsafe { LogicalTypeHandle::new(duckdb_map_type_key_type(self.0.ptr)) }; + handle.into() + } + + pub fn value_type(&self) -> LogicalType { + let handle = unsafe { LogicalTypeHandle::new(duckdb_map_type_value_type(self.0.ptr)) }; + handle.into() + } +} + +#[derive(From, Constructor, Debug)] +pub struct ArrayLogicalType(LogicalTypeHandle); + +impl ArrayLogicalType { + pub fn size(&self) -> usize { + unsafe { duckdb_array_type_array_size(self.0.ptr) as usize } + } + + pub fn child_type(&self) -> LogicalType { + let handle = unsafe { LogicalTypeHandle::new(duckdb_array_type_child_type(self.0.ptr)) }; + LogicalType::from(handle) + } +} + +/// DuckDB Logical Type. +/// Modelled from https://duckdb.org/docs/sql/data_types/overview +#[derive(EnumTryAs, Debug)] +pub enum LogicalType { + // TODO: Possibly break this down further + General { + id: LogicalTypeId, + handle: LogicalTypeHandle, + }, + List(ListLogicalType), + Decimal(DecimalLogicalType), + Union(UnionLogicalType), + Struct(StructLogicalType), + Array(ArrayLogicalType), + Map(MapLogicalType), +} + +impl From for LogicalType { + fn from(handle: LogicalTypeHandle) -> Self { + let id = handle.id(); + match id { + LogicalTypeId::Boolean + | LogicalTypeId::Tinyint + | LogicalTypeId::Smallint + | LogicalTypeId::Integer + | LogicalTypeId::Bigint + | LogicalTypeId::UTinyint + | LogicalTypeId::USmallint + | LogicalTypeId::UInteger + | LogicalTypeId::UBigint + | LogicalTypeId::Float + | LogicalTypeId::Double + | LogicalTypeId::Timestamp + | LogicalTypeId::TimestampTZ + | LogicalTypeId::Date + | LogicalTypeId::Time + | LogicalTypeId::Interval + | LogicalTypeId::Hugeint + | LogicalTypeId::Varchar + | LogicalTypeId::Blob + | LogicalTypeId::TimestampS + | LogicalTypeId::TimestampMs + | LogicalTypeId::TimestampNs + | LogicalTypeId::Uuid + | LogicalTypeId::Enum => LogicalType::General { id, handle }, + LogicalTypeId::Decimal => Self::Decimal(handle.into()), + LogicalTypeId::List => Self::List(handle.into()), + LogicalTypeId::Struct => Self::Struct(handle.into()), + LogicalTypeId::Map => Self::Map(handle.into()), + LogicalTypeId::Union => Self::Union(handle.into()), + LogicalTypeId::Array => Self::Array(handle.into()), + } + } +} + +impl LogicalType { + /// Creates a map type from its child type. + pub fn new_map(key: &LogicalTypeHandle, value: &LogicalTypeHandle) -> Self { + Self::Map(LogicalTypeHandle::map(key, value).into()) + } + + /// Creates a list type from its child type. + pub fn new_list(child_type: &LogicalTypeHandle) -> Self { + Self::List(LogicalTypeHandle::list(child_type).into()) + } + + /// Creates a array type from its child type. + pub fn new_array(child_type: &LogicalTypeHandle, size: i32) -> Self { + Self::Array(LogicalTypeHandle::array(child_type, size).into()) + } + + /// Creates a decimal type from its `width` and `scale`. + pub fn new_decimal(width: u8, scale: u8) -> Self { + Self::Decimal(LogicalTypeHandle::decimal(width, scale).into()) + } + + /// Make a `LogicalType` for `struct` + pub fn new_struct_type(fields: &[(&str, LogicalTypeHandle)]) -> Self { + Self::Struct(LogicalTypeHandle::struct_type(fields).into()) + } + + /// Make a `LogicalType` for `union` + pub fn new_union_type(fields: &[(&str, LogicalTypeHandle)]) -> Self { + Self::Union(LogicalTypeHandle::union_type(fields).into()) + } + + pub fn logical_id(&self) -> LogicalTypeId { + match self { + LogicalType::General { id, .. } => *id, + LogicalType::Decimal(_) => LogicalTypeId::Decimal, + LogicalType::List(_) => LogicalTypeId::List, + LogicalType::Struct(_) => LogicalTypeId::Struct, + LogicalType::Map(_) => LogicalTypeId::Map, + LogicalType::Union(_) => LogicalTypeId::Union, + LogicalType::Array(_) => LogicalTypeId::Array, + } + } + + /// This method returns the number of children in the struct or union. + /// This is unsafe because dropping the LogicalTypeHandle will invalidate the pointer. + pub unsafe fn ptr(&self) -> duckdb_logical_type { + match self { + LogicalType::General { handle, .. } => handle.ptr, + LogicalType::Decimal(ty) => ty.0.ptr, + LogicalType::List(ty) => ty.0.ptr, + LogicalType::Struct(ty) => ty.0.ptr, + LogicalType::Map(ty) => ty.0.ptr, + LogicalType::Union(ty) => ty.0.ptr, + LogicalType::Array(ty) => ty.0.ptr, + } } } #[cfg(test)] mod test { - use crate::core::{LogicalTypeHandle, LogicalTypeId}; + use super::{LogicalType, LogicalTypeHandle, LogicalTypeId}; #[test] fn test_struct() { - let fields = &[("hello", LogicalTypeHandle::from(crate::core::LogicalTypeId::Boolean))]; - let typ = LogicalTypeHandle::struct_type(fields); + let fields = &[("hello", LogicalTypeHandle::from(LogicalTypeId::Boolean))]; + let typ = LogicalType::new_struct_type(fields).try_as_struct().unwrap(); - assert_eq!(typ.num_children(), 1); + assert_eq!(typ.child_count(), 1); assert_eq!(typ.child_name(0), "hello"); - assert_eq!(typ.child(0).id(), crate::core::LogicalTypeId::Boolean); + assert_eq!(typ.child_type(0).logical_id(), LogicalTypeId::Boolean); } #[test] fn test_decimal() { - let typ = LogicalTypeHandle::decimal(10, 2); + let typ = LogicalType::new_decimal(10, 2).try_as_decimal().unwrap(); - assert_eq!(typ.id(), crate::core::LogicalTypeId::Decimal); assert_eq!(typ.decimal_width(), 10); assert_eq!(typ.decimal_scale(), 2); } - #[test] - fn test_decimal_methods() { - let typ = LogicalTypeHandle::from(crate::core::LogicalTypeId::Varchar); - - assert_eq!(typ.decimal_width(), 0); - assert_eq!(typ.decimal_scale(), 0); - } - #[test] fn test_union_type() { let fields = &[ ("hello", LogicalTypeHandle::from(LogicalTypeId::Boolean)), ("world", LogicalTypeHandle::from(LogicalTypeId::Integer)), ]; - let typ = LogicalTypeHandle::union_type(fields); + let typ = LogicalType::new_union_type(fields).try_as_union().unwrap(); - assert_eq!(typ.num_children(), 2); + assert_eq!(typ.member_count(), 2); - assert_eq!(typ.child_name(0), "hello"); - assert_eq!(typ.child(0).id(), LogicalTypeId::Boolean); + assert_eq!(typ.member_name(0), "hello"); + assert_eq!(typ.member_type(0).logical_id(), LogicalTypeId::Boolean); - assert_eq!(typ.child_name(1), "world"); - assert_eq!(typ.child(1).id(), LogicalTypeId::Integer); + assert_eq!(typ.member_name(1), "world"); + assert_eq!(typ.member_type(1).logical_id(), LogicalTypeId::Integer); + } + + #[test] + fn test_map_type() { + let key = LogicalTypeHandle::from(LogicalTypeId::Varchar); + let value = LogicalTypeHandle::from(LogicalTypeId::UTinyint); + let map = LogicalTypeHandle::map(&key, &value); + + assert_eq!(map.id(), LogicalTypeId::Map); + let typ = LogicalType::new_map(&key, &value).try_as_map().unwrap(); + assert_eq!(typ.key_type().logical_id(), LogicalTypeId::Varchar); + assert_eq!(typ.value_type().logical_id(), LogicalTypeId::UTinyint); } } diff --git a/crates/duckdb/src/core/mod.rs b/crates/duckdb/src/core/mod.rs index 21e630fd..de721ecb 100644 --- a/crates/duckdb/src/core/mod.rs +++ b/crates/duckdb/src/core/mod.rs @@ -1,7 +1,9 @@ +mod column_info; mod data_chunk; mod logical_type; mod vector; -pub use data_chunk::DataChunkHandle; -pub use logical_type::{LogicalTypeHandle, LogicalTypeId}; +pub(crate) use column_info::*; +pub use data_chunk::*; +pub use logical_type::*; pub use vector::*; diff --git a/crates/duckdb/src/core/vector.rs b/crates/duckdb/src/core/vector.rs index befda697..f46071c5 100644 --- a/crates/duckdb/src/core/vector.rs +++ b/crates/duckdb/src/core/vector.rs @@ -1,63 +1,133 @@ -use std::{any::Any, ffi::CString, slice}; +use std::{ + ffi::{c_char, CString}, + fmt::Debug, + marker, slice, + sync::Arc, +}; -use libduckdb_sys::{duckdb_array_type_array_size, duckdb_array_vector_get_child, DuckDbString}; +use arrow::datatypes::SchemaRef; +use derive_more::{Constructor, From}; +use libduckdb_sys::{ + duckdb_array_vector_get_child, duckdb_union_type_member_name, duckdb_vector_assign_string_element_len, idx_t, + DuckDbString, +}; -use super::LogicalTypeHandle; +use super::{column_info::ColumnInfo, DataChunkHandle, LogicalTypeHandle}; use crate::ffi::{ duckdb_list_entry, duckdb_list_vector_get_child, duckdb_list_vector_get_size, duckdb_list_vector_reserve, duckdb_list_vector_set_size, duckdb_struct_type_child_count, duckdb_struct_type_child_name, duckdb_struct_vector_get_child, duckdb_validity_set_row_invalid, duckdb_vector, - duckdb_vector_assign_string_element, duckdb_vector_assign_string_element_len, - duckdb_vector_ensure_validity_writable, duckdb_vector_get_column_type, duckdb_vector_get_data, - duckdb_vector_get_validity, duckdb_vector_size, + duckdb_vector_assign_string_element, duckdb_vector_ensure_validity_writable, duckdb_vector_get_column_type, + duckdb_vector_get_data, duckdb_vector_get_validity, }; -/// Vector trait. -pub trait Vector { - /// Returns a reference to the underlying Any type that this trait object - fn as_any(&self) -> &dyn Any; - /// Returns a mutable reference to the underlying Any type that this trait object - fn as_mut_any(&mut self) -> &mut dyn Any; -} +/// There is no way to get the length of the FlatVector directly, +/// As the C Api is not exposed making us do this ugly hack. +type GetVectorCapacity = dyn Fn() -> usize; -/// A flat vector -pub struct FlatVector { +/// A handle to the vector created by data chunk +#[derive(Debug, Constructor, Clone)] +pub struct VectorHandle { ptr: duckdb_vector, - capacity: usize, + _marker: marker::PhantomData, } -impl From for FlatVector { - fn from(ptr: duckdb_vector) -> Self { +impl VectorHandle { + pub unsafe fn new_unchecked(ptr: duckdb_vector) -> Self { Self { ptr, - capacity: unsafe { duckdb_vector_size() as usize }, + _marker: marker::PhantomData, + } + } + + pub const fn cast(&self) -> VectorHandle { + VectorHandle { + ptr: self.ptr, + _marker: marker::PhantomData, } } + + pub const fn as_flat(&self) -> VectorHandle { + self.cast() + } + + pub const fn as_list(&self) -> VectorHandle { + self.cast() + } + + pub const fn as_array(&self) -> VectorHandle { + self.cast() + } + + pub const fn as_struct(&self) -> VectorHandle { + self.cast() + } + + pub const fn as_union(&self) -> VectorHandle { + self.cast() + } } -impl Vector for FlatVector { - fn as_any(&self) -> &dyn Any { - self +impl VectorHandle { + pub fn get_child(&self) -> VectorHandle { + unsafe { VectorHandle::new_unchecked(duckdb_list_vector_get_child(self.ptr)) } } - fn as_mut_any(&mut self) -> &mut dyn Any { - self + pub fn get_size(&self) -> usize { + unsafe { duckdb_list_vector_get_size(self.ptr) as usize } + } + + pub fn reserve_child_capacity(&mut self, capacity: usize) { + unsafe { + duckdb_list_vector_reserve(self.ptr, capacity as u64); + } + } + + /// Set the length of the list child vector. + pub fn set_child_len(&mut self, new_len: usize) { + unsafe { + duckdb_list_vector_set_size(self.ptr, new_len as u64); + } } } -impl FlatVector { - fn with_capacity(ptr: duckdb_vector, capacity: usize) -> Self { - Self { ptr, capacity } +impl VectorHandle { + pub fn get_child(&self) -> VectorHandle { + unsafe { VectorHandle::new_unchecked(duckdb_array_vector_get_child(self.ptr)) } } +} + +impl VectorHandle { + pub fn get_child<'b>(&self, idx: usize) -> VectorHandle { + unsafe { VectorHandle::new_unchecked(duckdb_struct_vector_get_child(self.ptr, idx as idx_t)) } + } +} + +impl VectorHandle { + pub fn get_child<'b>(&self, idx: usize) -> VectorHandle { + unsafe { VectorHandle::new_unchecked(duckdb_struct_vector_get_child(self.ptr, idx as idx_t)) } + } +} +/// A flat vector +#[derive(Constructor)] +pub struct FlatVector { + handle: VectorHandle, + /// get the size of elements for this vector. + /// there is no good way to get the length just using the flat vector handle, + /// hence we need to retrive it from higher above, either a list vector or directly a data chunk + get_capacity: Arc, +} + +impl FlatVector { /// Returns the capacity of the vector pub fn capacity(&self) -> usize { - self.capacity + (self.get_capacity)() } /// Returns an unsafe mutable pointer to the vector’s pub fn as_mut_ptr(&self) -> *mut T { - unsafe { duckdb_vector_get_data(self.ptr).cast() } + unsafe { duckdb_vector_get_data(self.handle.ptr.cast()).cast() } } /// Returns a slice of the vector @@ -72,21 +142,27 @@ impl FlatVector { /// Returns the logical type of the vector pub fn logical_type(&self) -> LogicalTypeHandle { - unsafe { LogicalTypeHandle::new(duckdb_vector_get_column_type(self.ptr)) } + unsafe { LogicalTypeHandle::new(duckdb_vector_get_column_type(self.handle.ptr)) } } /// Set row as null pub fn set_null(&mut self, row: usize) { unsafe { - duckdb_vector_ensure_validity_writable(self.ptr); - let idx = duckdb_vector_get_validity(self.ptr); + duckdb_vector_ensure_validity_writable(self.handle.ptr); + let idx = duckdb_vector_get_validity(self.handle.ptr); duckdb_validity_set_row_invalid(idx, row as u64); } } /// Copy data to the vector. pub fn copy(&mut self, data: &[T]) { - assert!(data.len() <= self.capacity()); + let capacity = self.capacity(); + assert!( + data.len() <= capacity, + "Provided data of length: {} exceeded capacity of {}", + data.len(), + capacity + ); self.as_mut_slice::()[0..data.len()].copy_from_slice(data); } } @@ -100,16 +176,21 @@ pub trait Inserter { impl Inserter for FlatVector { fn insert(&self, index: usize, value: CString) { unsafe { - duckdb_vector_assign_string_element(self.ptr, index as u64, value.as_ptr()); + duckdb_vector_assign_string_element(self.handle.ptr, index as u64, value.as_ptr()); } } } impl Inserter<&str> for FlatVector { fn insert(&self, index: usize, value: &str) { - let cstr = CString::new(value.as_bytes()).unwrap(); + let bytes = value.as_bytes(); unsafe { - duckdb_vector_assign_string_element(self.ptr, index as u64, cstr.as_ptr()); + duckdb_vector_assign_string_element_len( + self.handle.ptr, + index as u64, + bytes.as_ptr() as *const c_char, + bytes.len() as u64, + ); } } } @@ -120,7 +201,7 @@ impl Inserter<&[u8]> for FlatVector { unsafe { // This function also works for binary data. https://duckdb.org/docs/api/c/api#duckdb_vector_assign_string_element_len duckdb_vector_assign_string_element_len( - self.ptr, + self.handle.ptr, index as u64, value.as_ptr() as *const ::std::os::raw::c_char, value_size as u64, @@ -132,149 +213,250 @@ impl Inserter<&[u8]> for FlatVector { /// A list vector. pub struct ListVector { /// ListVector does not own the vector pointer. - entries: FlatVector, -} - -impl From for ListVector { - fn from(ptr: duckdb_vector) -> Self { - Self { - entries: FlatVector::from(ptr), - } - } + pub entry_list: FlatVector, + pub child: Box, } impl ListVector { - /// Returns the number of entries in the list vector. - pub fn len(&self) -> usize { - unsafe { duckdb_list_vector_get_size(self.entries.ptr) as usize } - } - /// Returns true if the list vector is empty. pub fn is_empty(&self) -> bool { - self.len() == 0 - } - - /// Returns the child vector. - // TODO: not ideal interface. Where should we keep capacity. - pub fn child(&self, capacity: usize) -> FlatVector { - self.reserve(capacity); - FlatVector::with_capacity(unsafe { duckdb_list_vector_get_child(self.entries.ptr) }, capacity) - } - - /// Set primitive data to the child node. - pub fn set_child(&self, data: &[T]) { - self.child(data.len()).copy(data); - self.set_len(data.len()); + self.child_len() == 0 } /// Set offset and length to the entry. pub fn set_entry(&mut self, idx: usize, offset: usize, length: usize) { - self.entries.as_mut_slice::()[idx].offset = offset as u64; - self.entries.as_mut_slice::()[idx].length = length as u64; + self.entry_list.as_mut_slice::()[idx] = duckdb_list_entry { + offset: offset as u64, + length: length as u64, + } + } + + /// Returns the number of entries in the list child vector. + pub fn child_len(&self) -> usize { + self.entry_list.handle.as_list().get_size() } /// Reserve the capacity for its child node. - fn reserve(&self, capacity: usize) { - unsafe { - duckdb_list_vector_reserve(self.entries.ptr, capacity as u64); - } + pub fn reserve_child_capacity(&mut self, capacity: usize) { + self.entry_list.handle.as_list().reserve_child_capacity(capacity) } - /// Set the length of the list vector. - pub fn set_len(&self, new_len: usize) { - unsafe { - duckdb_list_vector_set_size(self.entries.ptr, new_len as u64); - } + /// Set the length of the list child vector. + pub fn set_child_len(&mut self, new_len: usize) { + self.entry_list.handle.as_list().set_child_len(new_len) } } -/// A array vector. (fixed-size list) pub struct ArrayVector { - /// ArrayVector does not own the vector pointer. - ptr: duckdb_vector, + pub child: Box, + array_size: usize, // number of columns } -impl From for ArrayVector { - fn from(ptr: duckdb_vector) -> Self { - Self { ptr } +impl ArrayVector { + pub fn array_size(&self) -> usize { + self.array_size } } -impl ArrayVector { - /// Get the logical type of this ArrayVector. - pub fn logical_type(&self) -> LogicalTypeHandle { - unsafe { LogicalTypeHandle::new(duckdb_vector_get_column_type(self.ptr)) } - } +/// A struct vector. +pub struct StructVector { + handle: VectorHandle, + /// ListVector does not own the vector pointer. + pub children: Vec, +} - /// Returns the size of the array type. - pub fn get_array_size(&self) -> u64 { - let ty = self.logical_type(); - unsafe { duckdb_array_type_array_size(ty.ptr) as u64 } +impl StructVector { + /// Get the logical type of this struct vector. + pub fn logical_type(&self) -> LogicalTypeHandle { + unsafe { LogicalTypeHandle::new(duckdb_vector_get_column_type(self.handle.ptr)) } } - /// Returns the child vector. - /// capacity should be a multiple of the array size. - // TODO: not ideal interface. Where should we keep count. - pub fn child(&self, capacity: usize) -> FlatVector { - FlatVector::with_capacity(unsafe { duckdb_array_vector_get_child(self.ptr) }, capacity) + /// Get the name of the child by idx. + pub fn child_name(&self, idx: usize) -> DuckDbString { + let logical_type = self.logical_type(); + unsafe { DuckDbString::from_ptr(duckdb_struct_type_child_name(logical_type.ptr, idx as u64)) } } - /// Set primitive data to the child node. - pub fn set_child(&self, data: &[T]) { - self.child(data.len()).copy(data); + /// Get the number of children. + pub fn num_children(&self) -> usize { + let logical_type = self.logical_type(); + unsafe { duckdb_struct_type_child_count(logical_type.ptr) as usize } } } -/// A struct vector. -pub struct StructVector { - /// ListVector does not own the vector pointer. - ptr: duckdb_vector, +/// A union vector +pub struct UnionVector { + /// UnionVector does not own the vector pointer + handle: VectorHandle, + pub tags: FlatVector, + pub members: Vec, } -impl From for StructVector { - fn from(ptr: duckdb_vector) -> Self { - Self { ptr } +impl UnionVector { + /// Get the logical type of this struct vector. + pub fn logical_type(&self) -> LogicalTypeHandle { + unsafe { LogicalTypeHandle::new(duckdb_vector_get_column_type(self.handle.ptr)) } + } + + /// Retrieves the child type of the given union member at the specified index + /// Get the name of the union member. + pub fn member_name(&self, idx: usize) -> DuckDbString { + let logical_type = self.logical_type(); + unsafe { DuckDbString::from_ptr(duckdb_union_type_member_name(logical_type.ptr, idx as u64)) } } } -impl StructVector { - /// Returns the child by idx in the list vector. - pub fn child(&self, idx: usize) -> FlatVector { - FlatVector::from(unsafe { duckdb_struct_vector_get_child(self.ptr, idx as u64) }) +#[derive(From)] +pub enum Vector { + Flat(FlatVector), + List(ListVector), + Array(ArrayVector), + Struct(StructVector), + Union(UnionVector), +} + +impl Vector { + pub fn try_as_flat_mut(&mut self) -> Result<&mut FlatVector, Box> { + match self { + Vector::Flat(x) => Ok(x), + _ => Err("Vector is not a FlatVector".into()), + } } - /// Take the child as [StructVector]. - pub fn struct_vector_child(&self, idx: usize) -> StructVector { - Self::from(unsafe { duckdb_struct_vector_get_child(self.ptr, idx as u64) }) + pub fn try_as_list_mut(&mut self) -> Result<&mut ListVector, Box> { + match self { + Vector::List(x) => Ok(x), + _ => Err("Vector is not a ListVector".into()), + } } - /// Take the child as [ListVector]. - pub fn list_vector_child(&self, idx: usize) -> ListVector { - ListVector::from(unsafe { duckdb_struct_vector_get_child(self.ptr, idx as u64) }) + pub fn try_as_array_mut(&mut self) -> Result<&mut ArrayVector, Box> { + match self { + Vector::Array(x) => Ok(x), + _ => Err("Vector is not a ArrayVector".into()), + } } - /// Take the child as [ArrayVector]. - pub fn array_vector_child(&self, idx: usize) -> ArrayVector { - ArrayVector::from(unsafe { duckdb_struct_vector_get_child(self.ptr, idx as u64) }) + pub fn try_as_struct_mut(&mut self) -> Result<&mut StructVector, Box> { + match self { + Vector::Struct(x) => Ok(x), + _ => Err("Vector is not a StructVector".into()), + } } - /// Get the logical type of this struct vector. - pub fn logical_type(&self) -> LogicalTypeHandle { - unsafe { LogicalTypeHandle::new(duckdb_vector_get_column_type(self.ptr)) } + #[inline] + pub fn try_as_union_mut(&mut self) -> Result<&mut UnionVector, Box> { + match self { + Vector::Union(x) => Ok(x), + _ => Err("Vector is not a UnionVector".into()), + } } - /// Get the name of the child by idx. - pub fn child_name(&self, idx: usize) -> DuckDbString { - let logical_type = self.logical_type(); - unsafe { - let child_name_ptr = duckdb_struct_type_child_name(logical_type.ptr, idx as u64); - DuckDbString::from_ptr(child_name_ptr) + fn new(column_info: &ColumnInfo, base_handle: VectorHandle, get_capacity: Arc) -> Self { + match column_info { + ColumnInfo::Flat => { + let vector = FlatVector::new(base_handle.cast(), get_capacity); + Vector::Flat(vector) + } + ColumnInfo::List(list) => { + let list_handle = base_handle.clone().as_list(); + let child_handle = list_handle.get_child(); + let entry_list = FlatVector::new(base_handle.as_flat(), get_capacity); + + let size_fn = Arc::new(move || list_handle.get_size()); + + let child = Box::new(Self::new(list.child.as_ref(), child_handle, size_fn)); + + ListVector { entry_list, child }.into() + } + ColumnInfo::Array(info) => { + let array_handle = base_handle.as_array(); + let child_handle = array_handle.get_child(); + let array_size = info.array_size; + let get_array_size = Arc::new(move || array_size * get_capacity()); + let child = Box::new(Self::new(info.child.as_ref(), child_handle, get_array_size)); + + let array_size = info.array_size; + + ArrayVector { child, array_size }.into() + } + ColumnInfo::Struct(info) => { + let struct_handle = base_handle.as_struct(); + let children = info + .children + .iter() + .enumerate() + .map(|(idx, child)| { + let child_handle = struct_handle.get_child(idx); + Self::new(child, child_handle, get_capacity.clone()) + }) + .collect(); + + StructVector { + handle: struct_handle, + children, + } + .into() + } + ColumnInfo::Union(info) => { + let union_handle = base_handle.as_union(); + // first child = tag, idx is 0 + let tag_vector = union_handle.get_child(0).as_flat(); + let tags = FlatVector::new(tag_vector, get_capacity.clone()); + + // members idx begin from 1 + let members = info + .members + .iter() + .enumerate() + .map(|(idx, child)| { + let child_handle = union_handle.get_child(idx + 1); + Self::new(child, child_handle.into(), get_capacity.clone()) + }) + .collect(); + + UnionVector { + handle: union_handle, + tags, + members, + } + .into() + } } } - /// Get the number of children. - pub fn num_children(&self) -> usize { - let logical_type = self.logical_type(); - unsafe { duckdb_struct_type_child_count(logical_type.ptr) as usize } + /// Create [Vector] lists from column infos and the data chunk. + pub fn new_from_column_infos(columns: &[ColumnInfo], data_chunk_handle: Arc) -> Vec { + let get_capacity = { + let data_chunk_handle = data_chunk_handle.clone(); + Arc::new(move || data_chunk_handle.len().max(DataChunkHandle::max_capacity())) + }; + (0..columns.len()) + .map(move |i| { + let column_info = &columns[i]; + let base_handle = data_chunk_handle.get_vector(i); + Self::new(column_info, base_handle, get_capacity.clone()) + }) + .collect() + } + + /// Create [Vector] lists from Arrow schema. + pub fn from_arrow_schema(schema: &SchemaRef, data_chunk_handle: Arc) -> Vec { + let get_capacity = { + let data_chunk_handle = data_chunk_handle.clone(); + Arc::new(move || data_chunk_handle.len().max(DataChunkHandle::max_capacity())) + }; + + schema + .fields + .iter() + .enumerate() + .map(|(i, field)| { + let data_type = field.data_type(); + let column_info = ColumnInfo::new_from_data_type(data_type); + let base_handle = data_chunk_handle.get_vector(i); + Self::new(&column_info, base_handle, get_capacity.clone()) + }) + .collect() } } diff --git a/crates/duckdb/src/error.rs b/crates/duckdb/src/error.rs index b56e2c35..432a0fd1 100644 --- a/crates/duckdb/src/error.rs +++ b/crates/duckdb/src/error.rs @@ -1,11 +1,12 @@ -use arrow::datatypes::DataType; +use std::{error, ffi::CStr, fmt, path::PathBuf, str}; + +use arrow::{datatypes::DataType, error::ArrowError}; use super::Result; use crate::{ ffi, types::{FromSqlError, Type}, }; -use std::{error, ffi::CStr, fmt, path::PathBuf, str}; /// Enum listing possible errors from duckdb. #[derive(Debug)] @@ -63,6 +64,9 @@ pub enum Error { /// Error when datatype to duckdb type ArrowTypeToDuckdbType(String, DataType), + /// Error when datatype to duckdb type + ArrowError(ArrowError), + /// Error when a query that was expected to insert one row did not insert /// any or insert many. StatementChangedRows(usize), @@ -122,6 +126,13 @@ impl From<::std::ffi::NulError> for Error { } } +impl From for Error { + #[cold] + fn from(err: ArrowError) -> Error { + Error::ArrowError(err) + } +} + const UNKNOWN_COLUMN: usize = usize::MAX; /// The conversion isn't precise, but it's convenient to have it @@ -186,6 +197,7 @@ impl fmt::Display for Error { Error::InvalidQuery => write!(f, "Query is not read-only"), Error::MultipleStatement => write!(f, "Multiple statements provided"), Error::AppendError => write!(f, "Append error"), + Error::ArrowError(_) => write!(f, "Arrow Error"), } } } @@ -210,6 +222,7 @@ impl error::Error for Error { | Error::InvalidQuery | Error::AppendError | Error::ArrowTypeToDuckdbType(..) + | Error::ArrowError(_) | Error::MultipleStatement => None, Error::FromSqlConversionFailure(_, _, ref err) | Error::ToSqlConversionFailure(ref err) => Some(&**err), } @@ -225,12 +238,12 @@ fn error_from_duckdb_code(code: ffi::duckdb_state, message: Option) -> R #[cold] #[inline] -pub fn result_from_duckdb_appender(code: ffi::duckdb_state, appender: *mut ffi::duckdb_appender) -> Result<()> { +pub fn result_from_duckdb_appender(code: ffi::duckdb_state, appender: &mut ffi::duckdb_appender) -> Result<()> { if code == ffi::DuckDBSuccess { return Ok(()); } unsafe { - let message = if (*appender).is_null() { + let message = if appender.is_null() { Some("appender is null".to_string()) } else { let c_err = ffi::duckdb_appender_error(*appender); diff --git a/crates/duckdb/src/extension.rs b/crates/duckdb/src/extension.rs index 47e3f3fa..1a6a9690 100644 --- a/crates/duckdb/src/extension.rs +++ b/crates/duckdb/src/extension.rs @@ -31,4 +31,15 @@ mod test { ); Ok(()) } + + // https://duckdb.org/docs/extensions/httpfs + #[test] + fn test_extension_httpfs() -> Result<()> { + let db = Connection::open_in_memory()?; + assert_eq!( + 300f32, + db.query_row::(r#"SELECT SUM(value) FROM read_parquet('https://github.com/duckdb/duckdb-rs/raw/main/crates/duckdb/examples/int32_decimal.parquet');"#, [], |r| r.get(0))? + ); + Ok(()) + } } diff --git a/crates/duckdb/src/statement.rs b/crates/duckdb/src/statement.rs index 1b0ceca8..6a00dbda 100644 --- a/crates/duckdb/src/statement.rs +++ b/crates/duckdb/src/statement.rs @@ -1,6 +1,10 @@ -use std::{convert, ffi::c_void, fmt, mem, os::raw::c_char, ptr, str}; +use std::{convert, ffi::c_void, fmt, mem, os::raw::c_char, ptr, str, sync::Arc}; -use arrow::{array::StructArray, datatypes::SchemaRef}; +use arrow::{ + array::StructArray, + datatypes::{DataType, SchemaRef}, +}; +use arrow_convert::deserialize::{ArrowArray, ArrowDeserialize}; use super::{ffi, AndThenRows, Connection, Error, MappedRows, Params, RawStatement, Result, Row, Rows, ValueRef}; #[cfg(feature = "polars")] @@ -109,6 +113,44 @@ impl Statement<'_> { Ok(Arrow::new(self)) } + /// Execute the prepared statement, returning a deserialized vector of type `T` from the resulting arrow RecordBatch. + /// + /// # Example + /// + /// ```rust,no_run + /// # use duckdb::{Result, Connection}; + /// # use arrow::record_batch::RecordBatch; + /// + /// fn query_and_deserialize(conn: &Connection) -> Result> { + /// let result: Vec = conn + /// .prepare("SELECT num FROM test")? + /// .query_arrow_deserialized([])?; + /// Ok(result) + /// } + /// ``` + pub fn query_arrow_deserialized(&mut self, params: impl Params) -> Result> + where + T: ArrowDeserialize + 'static, + { + let arrow_iter = self.query_arrow(params)?; + let mut result = Vec::new(); + + for rb in arrow_iter { + let fields = rb.schema_ref().fields(); + + let struct_or_union_array = if fields.len() == 1 && matches!(fields[0].data_type(), DataType::Union(_, _)) { + rb.column(0).clone() + } else { + Arc::new(StructArray::from(rb)) + }; + let chunk = T::ArrayType::iter_from_array_ref(&struct_or_union_array) + .map(::arrow_deserialize_internal); + result.extend(chunk); + } + + Ok(result) + } + /// Execute the prepared statement, returning a handle to the resulting /// vector of polars DataFrame. /// diff --git a/crates/duckdb/src/vtab/arrow.rs b/crates/duckdb/src/vtab/arrow.rs index 0dbbd7f5..2c12d65c 100644 --- a/crates/duckdb/src/vtab/arrow.rs +++ b/crates/duckdb/src/vtab/arrow.rs @@ -1,21 +1,23 @@ -use super::{BindInfo, DataChunkHandle, Free, FunctionInfo, InitInfo, LogicalTypeHandle, LogicalTypeId, VTab}; use std::ptr::null_mut; -use crate::core::{ArrayVector, FlatVector, Inserter, ListVector, StructVector, Vector}; -use arrow::array::{ - as_boolean_array, as_generic_binary_array, as_large_list_array, as_list_array, as_primitive_array, as_string_array, - as_struct_array, Array, ArrayData, AsArray, BinaryArray, BooleanArray, Decimal128Array, FixedSizeListArray, - GenericListArray, GenericStringArray, LargeStringArray, OffsetSizeTrait, PrimitiveArray, StructArray, -}; - use arrow::{ + array::{ + as_boolean_array, as_generic_binary_array, as_large_list_array, as_list_array, as_primitive_array, + as_string_array, as_struct_array, as_union_array, Array, ArrayData, ArrayRef, AsArray, BinaryArray, + BooleanArray, Decimal128Array, FixedSizeListArray, GenericStringArray, LargeStringArray, OffsetSizeTrait, + PrimitiveArray, StructArray, + }, datatypes::*, ffi::{from_ffi, FFI_ArrowArray, FFI_ArrowSchema}, record_batch::RecordBatch, }; - use num::{cast::AsPrimitive, ToPrimitive}; +use crate::{ + core::{DataChunk, DataChunkHandle, FlatVector, Inserter, LogicalTypeHandle, LogicalTypeId, Vector}, + vtab::{BindInfo, Free, FunctionInfo, InitInfo, VTab}, +}; + /// A pointer to the Arrow record batch for the table function. #[repr(C)] pub struct ArrowBindData { @@ -71,8 +73,10 @@ impl VTab for ArrowVTab { type BindData = ArrowBindData; type InitData = ArrowInitData; - unsafe fn bind(bind: &BindInfo, data: *mut ArrowBindData) -> Result<(), Box> { - (*data).rb = null_mut(); + fn bind(bind: &BindInfo, data: *mut ArrowBindData) -> Result<(), Box> { + unsafe { + (*data).rb = null_mut(); + } let param_count = bind.get_parameter_count(); if param_count != 2 { return Err(format!("Bad param count: {param_count}, expected 2").into()); @@ -92,14 +96,14 @@ impl VTab for ArrowVTab { Ok(()) } - unsafe fn init(_: &InitInfo, data: *mut ArrowInitData) -> Result<(), Box> { + fn init(_: &InitInfo, data: *mut ArrowInitData) -> Result<(), Box> { unsafe { (*data).done = false; } Ok(()) } - unsafe fn func(func: &FunctionInfo, output: &mut DataChunkHandle) -> Result<(), Box> { + fn func(func: &FunctionInfo, output: DataChunkHandle) -> Result<(), Box> { let init_info = func.get_init_data::(); let bind_info = func.get_bind_data::(); unsafe { @@ -108,7 +112,8 @@ impl VTab for ArrowVTab { } else { let rb = Box::from_raw((*bind_info).rb); (*bind_info).rb = null_mut(); // erase ref in case of failure in record_batch_to_duckdb_data_chunk - record_batch_to_duckdb_data_chunk(&rb, output)?; + let mut chunk = DataChunk::from_arrow_schema(rb.schema_ref(), output.with_capacity(rb.num_rows())); + record_batch_to_duckdb_data_chunk(&rb, &mut chunk)?; (*bind_info).rb = Box::into_raw(rb); (*init_info).done = true; } @@ -183,12 +188,19 @@ pub fn to_duckdb_logical_type(data_type: &DataType) -> Result { + let mut shape = vec![]; + for (_, field) in fields.iter() { + shape.push((field.name().as_str(), to_duckdb_logical_type(field.data_type())?)); + } + Ok(LogicalTypeHandle::union_type(shape.as_slice())) + } DataType::List(child) | DataType::LargeList(child) => { Ok(LogicalTypeHandle::list(&to_duckdb_logical_type(child.data_type())?)) } DataType::FixedSizeList(child, array_size) => Ok(LogicalTypeHandle::array( &to_duckdb_logical_type(child.data_type())?, - *array_size as u64, + *array_size, )), DataType::Decimal128(width, scale) if *scale > 0 => { // DuckDB does not support negative decimal scales @@ -205,12 +217,120 @@ pub fn to_duckdb_logical_type(data_type: &DataType) -> Result Result<(), Box> { + match input.data_type() { + dt if dt.is_primitive() || matches!(dt, DataType::Boolean) => { + primitive_array_to_vector(input, output.try_as_flat_mut()?) + } + DataType::Utf8 => { + let array = as_string_array(input.as_ref()); + let out: &mut FlatVector = output.try_as_flat_mut()?; + assert!(array.len() <= out.capacity()); + + string_array_to_vector(array, out); + Ok(()) + } + DataType::LargeUtf8 => { + let out: &mut FlatVector = output.try_as_flat_mut()?; + string_array_to_vector( + input + .as_ref() + .as_any() + .downcast_ref::() + .ok_or_else(|| Box::::from("Unable to downcast to LargeStringArray"))?, + out, + ); + Ok(()) + } + DataType::Binary => { + binary_array_to_vector(as_generic_binary_array(input.as_ref()), output.try_as_flat_mut()?); + Ok(()) + } + DataType::List(_) => { + let array = as_list_array(input.as_ref()); + let out = output.try_as_list_mut()?; + let value_array = array.values(); + for i in 0..array.len() { + let offset = array.value_offsets()[i]; + let length = array.value_length(i); + out.set_entry(i, offset.as_(), length.as_()); + } + + out.reserve_child_capacity(value_array.len()); + out.set_child_len(value_array.len()); + fill_duckdb_vector_from_arrow_vector(value_array, &mut out.child)?; + Ok(()) + } + DataType::LargeList(_) => { + let array = as_large_list_array(input.as_ref()); + let out = &mut output.try_as_list_mut()?; + let value_array = array.values(); + + for i in 0..array.len() { + let offset = array.value_offsets()[i]; + let length = array.value_length(i); + out.set_entry(i, offset.as_(), length.as_()); + } + + out.reserve_child_capacity(value_array.len()); + out.set_child_len(value_array.len()); + fill_duckdb_vector_from_arrow_vector(value_array, &mut out.child)?; + Ok(()) + } + DataType::FixedSizeList(_, _) => { + let array = as_fixed_size_list_array(input.as_ref()); + let out = &mut output.try_as_array_mut()?; + let value_array = array.values(); + fill_duckdb_vector_from_arrow_vector(value_array, &mut out.child)?; + Ok(()) + } + DataType::Struct(_) => { + let struct_array = as_struct_array(input.as_ref()); + let struct_vector = output.try_as_struct_mut()?; + for i in 0..struct_array.num_columns() { + fill_duckdb_vector_from_arrow_vector(struct_array.column(i), &mut struct_vector.children[i])?; + } + Ok(()) + } + DataType::Union(fields, mode) => { + assert_eq!( + mode, + &UnionMode::Sparse, + "duckdb only supports Sparse array for union types" + ); + + let union_array = as_union_array(input.as_ref()); + let union_vector = output.try_as_union_mut().unwrap(); + + // set the tag array + union_vector.tags.copy(union_array.type_ids()); + + // copy the members + for (i, (type_id, _)) in fields.iter().enumerate() { + let column = union_array.child(type_id); + fill_duckdb_vector_from_arrow_vector(column, &mut union_vector.members[i])?; + } + Ok(()) + } + df => { + unimplemented!( + "column {} is not supported yet, please file an issue https://github.com/wangfenjin/duckdb-rs", + df + ); + } + } +} + /// Converts a `RecordBatch` to a `DataChunk` in the DuckDB format. /// /// # Arguments /// /// * `batch` - A reference to the `RecordBatch` to be converted to a `DataChunk`. /// * `chunk` - A mutable reference to the `DataChunk` to store the converted data. +/// ``` pub fn record_batch_to_duckdb_data_chunk( batch: &RecordBatch, chunk: &mut DataChunkHandle, @@ -219,47 +339,7 @@ pub fn record_batch_to_duckdb_data_chunk( assert_eq!(batch.num_columns(), chunk.num_columns()); for i in 0..batch.num_columns() { let col = batch.column(i); - match col.data_type() { - dt if dt.is_primitive() || matches!(dt, DataType::Boolean) => { - primitive_array_to_vector(col, &mut chunk.flat_vector(i))?; - } - DataType::Utf8 => { - string_array_to_vector(as_string_array(col.as_ref()), &mut chunk.flat_vector(i)); - } - DataType::LargeUtf8 => { - string_array_to_vector( - col.as_ref() - .as_any() - .downcast_ref::() - .ok_or_else(|| Box::::from("Unable to downcast to LargeStringArray"))?, - &mut chunk.flat_vector(i), - ); - } - DataType::Binary => { - binary_array_to_vector(as_generic_binary_array(col.as_ref()), &mut chunk.flat_vector(i)); - } - DataType::List(_) => { - list_array_to_vector(as_list_array(col.as_ref()), &mut chunk.list_vector(i))?; - } - DataType::LargeList(_) => { - list_array_to_vector(as_large_list_array(col.as_ref()), &mut chunk.list_vector(i))?; - } - DataType::FixedSizeList(_, _) => { - fixed_size_list_array_to_vector(as_fixed_size_list_array(col.as_ref()), &mut chunk.array_vector(i))?; - } - DataType::Struct(_) => { - let struct_array = as_struct_array(col.as_ref()); - let mut struct_vector = chunk.struct_vector(i); - struct_array_to_vector(struct_array, &mut struct_vector)?; - } - _ => { - return Err(format!( - "column {} is not supported yet, please file an issue https://github.com/wangfenjin/duckdb-rs", - batch.schema().field(i) - ) - .into()); - } - } + fill_duckdb_vector_from_arrow_vector(col, &mut chunk.columns[i])?; } chunk.set_len(batch.num_rows()); Ok(()) @@ -280,11 +360,11 @@ fn primitive_array_to_flat_vector(array: &PrimitiveArray< fn primitive_array_to_flat_vector_cast( data_type: DataType, array: &dyn Array, - out_vector: &mut dyn Vector, + out_vector: &mut FlatVector, ) { let array = arrow::compute::kernels::cast::cast(array, &data_type).unwrap(); - let out_vector: &mut FlatVector = out_vector.as_mut_any().downcast_mut().unwrap(); out_vector.copy::(array.as_primitive::().values()); + if let Some(nulls) = array.nulls() { for (i, null) in nulls.iter().enumerate() { if !null { @@ -294,77 +374,43 @@ fn primitive_array_to_flat_vector_cast( } } -fn primitive_array_to_vector(array: &dyn Array, out: &mut dyn Vector) -> Result<(), Box> { +fn primitive_array_to_vector(array: &dyn Array, out: &mut FlatVector) -> Result<(), Box> { match array.data_type() { DataType::Boolean => { - boolean_array_to_vector(as_boolean_array(array), out.as_mut_any().downcast_mut().unwrap()); + boolean_array_to_vector(as_boolean_array(array), out); } DataType::UInt8 => { - primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ); + primitive_array_to_flat_vector::(as_primitive_array(array), out); } DataType::UInt16 => { - primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ); + primitive_array_to_flat_vector::(as_primitive_array(array), out); } DataType::UInt32 => { - primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ); + primitive_array_to_flat_vector::(as_primitive_array(array), out); } DataType::UInt64 => { - primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ); + primitive_array_to_flat_vector::(as_primitive_array(array), out); } DataType::Int8 => { - primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ); + primitive_array_to_flat_vector::(as_primitive_array(array), out); } DataType::Int16 => { - primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ); + primitive_array_to_flat_vector::(as_primitive_array(array), out); } DataType::Int32 => { - primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ); + primitive_array_to_flat_vector::(as_primitive_array(array), out); } DataType::Int64 => { - primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ); + primitive_array_to_flat_vector::(as_primitive_array(array), out); } DataType::Float32 => { - primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ); + primitive_array_to_flat_vector::(as_primitive_array(array), out); } DataType::Float64 => { - primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ); + primitive_array_to_flat_vector::(as_primitive_array(array), out); } DataType::Decimal128(width, _) => { - decimal_array_to_vector( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - *width, - ); + decimal_array_to_vector(as_primitive_array(array), out, *width); } // DuckDB Only supports timetamp_tz in microsecond precision @@ -374,28 +420,19 @@ fn primitive_array_to_vector(array: &dyn Array, out: &mut dyn Vector) -> Result< out, ), DataType::Timestamp(unit, None) => match unit { - TimeUnit::Second => primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ), - TimeUnit::Millisecond => primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ), - TimeUnit::Microsecond => primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ), - TimeUnit::Nanosecond => primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ), + TimeUnit::Second => primitive_array_to_flat_vector::(as_primitive_array(array), out), + TimeUnit::Millisecond => { + primitive_array_to_flat_vector::(as_primitive_array(array), out) + } + TimeUnit::Microsecond => { + primitive_array_to_flat_vector::(as_primitive_array(array), out) + } + TimeUnit::Nanosecond => { + primitive_array_to_flat_vector::(as_primitive_array(array), out) + } }, DataType::Date32 => { - primitive_array_to_flat_vector::( - as_primitive_array(array), - out.as_mut_any().downcast_mut().unwrap(), - ); + primitive_array_to_flat_vector::(as_primitive_array(array), out); } DataType::Date64 => primitive_array_to_flat_vector_cast::(Date32Type::DATA_TYPE, array, out), DataType::Time32(_) => { @@ -478,106 +515,12 @@ fn binary_array_to_vector(array: &BinaryArray, out: &mut FlatVector) { } } -fn list_array_to_vector>( - array: &GenericListArray, - out: &mut ListVector, -) -> Result<(), Box> { - let value_array = array.values(); - let mut child = out.child(value_array.len()); - match value_array.data_type() { - dt if dt.is_primitive() => { - primitive_array_to_vector(value_array.as_ref(), &mut child)?; - } - DataType::Utf8 => { - string_array_to_vector(as_string_array(value_array.as_ref()), &mut child); - } - DataType::Binary => { - binary_array_to_vector(as_generic_binary_array(value_array.as_ref()), &mut child); - } - _ => { - return Err("Nested list is not supported yet.".into()); - } - } - - for i in 0..array.len() { - let offset = array.value_offsets()[i]; - let length = array.value_length(i); - out.set_entry(i, offset.as_(), length.as_()); - } - Ok(()) -} - -fn fixed_size_list_array_to_vector( - array: &FixedSizeListArray, - out: &mut ArrayVector, -) -> Result<(), Box> { - let value_array = array.values(); - let mut child = out.child(value_array.len()); - match value_array.data_type() { - dt if dt.is_primitive() => { - primitive_array_to_vector(value_array.as_ref(), &mut child)?; - } - DataType::Utf8 => { - string_array_to_vector(as_string_array(value_array.as_ref()), &mut child); - } - DataType::Binary => { - binary_array_to_vector(as_generic_binary_array(value_array.as_ref()), &mut child); - } - _ => { - return Err("Nested array is not supported yet.".into()); - } - } - - Ok(()) -} - /// Force downcast of an [`Array`], such as an [`ArrayRef`], to /// [`FixedSizeListArray`], panic'ing on failure. fn as_fixed_size_list_array(arr: &dyn Array) -> &FixedSizeListArray { arr.as_any().downcast_ref::().unwrap() } -fn struct_array_to_vector(array: &StructArray, out: &mut StructVector) -> Result<(), Box> { - for i in 0..array.num_columns() { - let column = array.column(i); - match column.data_type() { - dt if dt.is_primitive() || matches!(dt, DataType::Boolean) => { - primitive_array_to_vector(column, &mut out.child(i))?; - } - DataType::Utf8 => { - string_array_to_vector(as_string_array(column.as_ref()), &mut out.child(i)); - } - DataType::Binary => { - binary_array_to_vector(as_generic_binary_array(column.as_ref()), &mut out.child(i)); - } - DataType::List(_) => { - list_array_to_vector(as_list_array(column.as_ref()), &mut out.list_vector_child(i))?; - } - DataType::LargeList(_) => { - list_array_to_vector(as_large_list_array(column.as_ref()), &mut out.list_vector_child(i))?; - } - DataType::FixedSizeList(_, _) => { - fixed_size_list_array_to_vector( - as_fixed_size_list_array(column.as_ref()), - &mut out.array_vector_child(i), - )?; - } - DataType::Struct(_) => { - let struct_array = as_struct_array(column.as_ref()); - let mut struct_vector = out.struct_vector_child(i); - struct_array_to_vector(struct_array, &mut struct_vector)?; - } - _ => { - unimplemented!( - "Unsupported data type: {}, please file an issue https://github.com/wangfenjin/duckdb-rs", - column.data_type() - ); - } - } - } - Ok(()) -} - /// Pass RecordBatch to duckdb. /// /// # Safety @@ -613,20 +556,23 @@ pub fn arrow_ffi_to_query_params(array: FFI_ArrowArray, schema: FFI_ArrowSchema) #[cfg(test)] mod test { - use super::{arrow_recordbatch_to_query_params, ArrowVTab}; - use crate::{Connection, Result}; + use std::{error::Error, sync::Arc}; + use arrow::{ array::{ Array, ArrayRef, AsArray, BinaryArray, Date32Array, Date64Array, Decimal128Array, Decimal256Array, FixedSizeListArray, GenericByteArray, GenericListArray, Int32Array, LargeStringArray, ListArray, - OffsetSizeTrait, PrimitiveArray, StringArray, StructArray, Time32SecondArray, Time64MicrosecondArray, + OffsetSizeTrait, PrimitiveArray, StringArray, Time32SecondArray, Time64MicrosecondArray, TimestampMicrosecondArray, TimestampMillisecondArray, TimestampNanosecondArray, TimestampSecondArray, }, buffer::{OffsetBuffer, ScalarBuffer}, - datatypes::{i256, ArrowPrimitiveType, ByteArrayType, DataType, Field, Fields, Schema}, + datatypes::{i256, ArrowPrimitiveType, ByteArrayType, DataType, Field, Schema}, record_batch::RecordBatch, }; - use std::{error::Error, sync::Arc}; + use arrow_convert::{ArrowDeserialize, ArrowField, ArrowSerialize}; + + use super::{arrow_recordbatch_to_query_params, ArrowVTab}; + use crate::{Connection, Result}; #[test] fn test_vtab_arrow() -> Result<(), Box> { @@ -673,35 +619,31 @@ mod test { fn test_append_struct() -> Result<(), Box> { let db = Connection::open_in_memory()?; db.execute_batch("CREATE TABLE t1 (s STRUCT(v VARCHAR, i INTEGER))")?; + + #[derive(ArrowField, ArrowSerialize)] + struct T1Row { + v: String, + i: i32, + } + { - let struct_array = StructArray::from(vec![ - ( - Arc::new(Field::new("v", DataType::Utf8, true)), - Arc::new(StringArray::from(vec![Some("foo"), Some("bar")])) as ArrayRef, - ), - ( - Arc::new(Field::new("i", DataType::Int32, true)), - Arc::new(Int32Array::from(vec![Some(1), Some(2)])) as ArrayRef, - ), - ]); - - let schema = Schema::new(vec![Field::new( - "s", - DataType::Struct(Fields::from(vec![ - Field::new("v", DataType::Utf8, true), - Field::new("i", DataType::Int32, true), - ])), - true, - )]); - - let record_batch = RecordBatch::try_new(Arc::new(schema), vec![Arc::new(struct_array)])?; + let rows = vec![ + T1Row { + v: "foo".to_string(), + i: 1, + }, + T1Row { + v: "bar".to_string(), + i: 2, + }, + ]; let mut app = db.appender("t1")?; - app.append_record_batch(record_batch)?; + app.append_rows_arrow(&rows, false)?; } + let mut stmt = db.prepare("SELECT s FROM t1")?; let rbs: Vec = stmt.query_arrow([])?.collect(); assert_eq!(rbs.iter().map(|op| op.num_rows()).sum::(), 2); - Ok(()) } @@ -894,6 +836,90 @@ mod test { Ok(()) } + #[test] + fn test_append_union() -> Result<(), Box> { + let db = Connection::open_in_memory()?; + + db.execute_batch("CREATE TABLE tbl1 (u UNION(num INT, str VARCHAR));")?; + + #[derive(PartialEq, Eq, Debug, ArrowField, ArrowSerialize, ArrowDeserialize)] + #[arrow_field(type = "sparse")] + enum TestUnion { + Num(i32), + Str(String), + } + + { + let rows = vec![TestUnion::Num(1), TestUnion::Str("foo".into()), TestUnion::Num(34)]; + + let mut app = db.appender("tbl1")?; + app.append_rows_arrow(&rows, false)?; + } + let mut stmt = db.prepare("SELECT u FROM tbl1")?; + let records: Vec = stmt.query_arrow_deserialized([])?; + assert_eq!( + records, + vec![TestUnion::Num(1), TestUnion::Str("foo".into()), TestUnion::Num(34)] + ); + Ok(()) + } + + #[test] + fn test_nested_struct_in_fixed_list() -> Result<(), Box> { + let db = Connection::open_in_memory()?; + + db.execute_batch( + r#" + CREATE TYPE POINT AS STRUCT(x INT, y INT); + CREATE TABLE tbl1 (line POINT[2]); + INSERT INTO tbl1 VALUES (ARRAY[{x: 1, y: 2}, {x: 3, y: 4}]); + "#, + )?; + + let mut stmt = db.prepare("SELECT line FROM tbl1")?; + let rbs: Vec = stmt.query_arrow([])?.collect(); + assert_eq!(rbs.iter().map(|op| op.num_rows()).sum::(), 1); + Ok(()) + } + + #[test] + fn test_list_column() -> Result<(), Box> { + let db = Connection::open_in_memory()?; + + db.execute_batch("CREATE TABLE tbl1 (scalar Int[])")?; + + { + let mut appender = db.appender("tbl1")?; + appender + .append_rows_arrow(&vec![vec![4, 5], vec![6, 7], vec![8, 9, 10]], false) + .unwrap(); + } + + let mut stmt = db.prepare("SELECT * FROM tbl1")?; + let rbs: Vec = stmt.query_arrow([])?.collect(); + assert_eq!(rbs.iter().map(|op| op.num_rows()).sum::(), 3); + Ok(()) + } + + #[test] + fn test_array_column() -> Result<(), Box> { + let db = Connection::open_in_memory()?; + + db.execute_batch("CREATE TABLE tbl1 (scalar CHAR[2])")?; + + { + let mut appender = db.appender("tbl1")?; + appender + .append_rows_arrow(&vec![[4, 5], [6, 7], [8, 9]], false) + .unwrap(); + } + + let mut stmt = db.prepare("SELECT * FROM tbl1")?; + let rbs: Vec = stmt.query_arrow([])?.collect(); + assert_eq!(rbs.iter().map(|op| op.num_rows()).sum::(), 3); + Ok(()) + } + #[test] fn test_primitive_roundtrip_contains_nulls() -> Result<(), Box> { let mut builder = arrow::array::PrimitiveBuilder::::new(); diff --git a/crates/duckdb/src/vtab/excel.rs b/crates/duckdb/src/vtab/excel.rs index b9bfad59..3a514ed3 100644 --- a/crates/duckdb/src/vtab/excel.rs +++ b/crates/duckdb/src/vtab/excel.rs @@ -1,5 +1,5 @@ -use super::{BindInfo, DataChunkHandle, Free, FunctionInfo, InitInfo, LogicalTypeHandle, LogicalTypeId, VTab}; -use crate::core::Inserter; +use super::{BindInfo, Free, FunctionInfo, InitInfo, LogicalTypeHandle, VTab}; +use crate::core::{DataChunk, DataChunkHandle, Inserter, LogicalTypeId}; use calamine::{open_workbook_auto, DataType, Range, Reader}; #[repr(C)] @@ -33,7 +33,7 @@ impl VTab for ExcelVTab { type BindData = ExcelBindData; type InitData = ExcelInitData; - unsafe fn bind(bind: &BindInfo, data: *mut ExcelBindData) -> Result<(), Box> { + fn bind(bind: &BindInfo, data: *mut ExcelBindData) -> Result<(), Box> { let param_count = bind.get_parameter_count(); assert!(param_count == 2); let path = bind.get_parameter(0).to_string(); @@ -125,27 +125,30 @@ impl VTab for ExcelVTab { Ok(()) } - unsafe fn init(_: &InitInfo, data: *mut ExcelInitData) -> Result<(), Box> { + fn init(_: &InitInfo, data: *mut ExcelInitData) -> Result<(), Box> { unsafe { (*data).start = 1; } Ok(()) } - unsafe fn func(func: &FunctionInfo, output: &mut DataChunkHandle) -> Result<(), Box> { + fn func(func: &FunctionInfo, output: DataChunkHandle) -> Result<(), Box> { let init_info = func.get_init_data::(); let bind_info = func.get_bind_data::(); + let mut data_chunk = DataChunk::from_existing_handle(output); + unsafe { if (*init_info).start >= (*bind_info).height { - output.set_len(0); + data_chunk.set_len(0); } else { let range = (*bind_info).range.as_ref().expect("range is null"); let height = std::cmp::min( - output.flat_vector(0).capacity(), + DataChunkHandle::max_capacity(), (*bind_info).height - (*init_info).start, ); for i in 0..(*bind_info).width { - let mut vector = output.flat_vector(i); + data_chunk.reserve(height); + let vector = data_chunk.columns[i].try_as_flat_mut().unwrap(); for j in 0..height { let cell = range.get(((*init_info).start + j, i)); if cell.is_none() { @@ -174,7 +177,7 @@ impl VTab for ExcelVTab { } } (*init_info).start += height; - output.set_len(height); + data_chunk.set_len(height); } } Ok(()) @@ -203,7 +206,8 @@ mod test { .prepare("select count(*) from excel('./examples/Movies_Social_metadata.xlsx', 'Data')")? .query_row::([], |row| row.get(0))?; assert_eq!(3039, val); - let mut stmt = db.prepare("select genres, sum(movie_facebook_likes) from excel('./examples/Movies_Social_metadata.xlsx', 'Data') group by genres order by genres limit 4")?; + let mut stmt = + db.prepare("select genres, sum(movie_facebook_likes) from excel('./examples/Movies_Social_metadata.xlsx', 'Data') group by genres order by genres limit 4")?; // +-------------+---------------------------+ // | genres | sum(movie_facebook_likes) | // +-------------+---------------------------+ diff --git a/crates/duckdb/src/vtab/mod.rs b/crates/duckdb/src/vtab/mod.rs index 9249fb1e..dd4c69cb 100644 --- a/crates/duckdb/src/vtab/mod.rs +++ b/crates/duckdb/src/vtab/mod.rs @@ -1,7 +1,12 @@ -use crate::{error::Error, inner_connection::InnerConnection, Connection, Result}; +use std::ffi::c_void; use super::{ffi, ffi::duckdb_free}; -use std::ffi::c_void; +use crate::{ + core::{DataChunkHandle, LogicalTypeHandle}, + error::Error, + inner_connection::InnerConnection, + Connection, Result, +}; mod function; mod value; @@ -17,15 +22,12 @@ pub use self::arrow::{ #[cfg(feature = "vtab-excel")] mod excel; +use std::mem::size_of; + +use ffi::{duckdb_bind_info, duckdb_data_chunk, duckdb_function_info, duckdb_init_info, duckdb_malloc}; pub use function::{BindInfo, FunctionInfo, InitInfo, TableFunction}; pub use value::Value; -use crate::core::{DataChunkHandle, LogicalTypeHandle, LogicalTypeId}; -use ffi::{duckdb_bind_info, duckdb_data_chunk, duckdb_function_info, duckdb_init_info}; - -use ffi::duckdb_malloc; -use std::mem::size_of; - /// duckdb_malloc a struct of type T /// used for the bind_info and init_info /// # Safety @@ -73,7 +75,7 @@ pub trait VTab: Sized { /// `bind` does not take ownership of `data`. /// - Concurrent access to `data` (if applicable) must be properly synchronized. /// - The `bind` object must be valid and correctly initialized. - unsafe fn bind(bind: &BindInfo, data: *mut Self::BindData) -> Result<(), Box>; + fn bind(bind: &BindInfo, data: *mut Self::BindData) -> Result<(), Box>; /// Initialize the table function /// /// # Safety @@ -85,7 +87,7 @@ pub trait VTab: Sized { /// - There is no data race when accessing `data`, meaning if `data` is accessed from multiple threads, /// proper synchronization is required. /// - The lifetime of `data` extends beyond the scope of this call to avoid use-after-free errors. - unsafe fn init(init: &InitInfo, data: *mut Self::InitData) -> Result<(), Box>; + fn init(init: &InitInfo, data: *mut Self::InitData) -> Result<(), Box>; /// The actual function /// /// # Safety @@ -100,7 +102,7 @@ pub trait VTab: Sized { /// - The `init_info` and `bind_info` data pointed to remains valid and is not freed until after this function completes. /// - No other threads are concurrently mutating the data pointed to by `init_info` and `bind_info` without proper synchronization. /// - The `output` parameter is correctly initialized and can safely be written to. - unsafe fn func(func: &FunctionInfo, output: &mut DataChunkHandle) -> Result<(), Box>; + fn func(func: &FunctionInfo, output: DataChunkHandle) -> Result<(), Box>; /// Does the table function support pushdown /// default is false fn supports_pushdown() -> bool { @@ -123,8 +125,8 @@ where T: VTab, { let info = FunctionInfo::from(info); - let mut data_chunk_handle = DataChunkHandle::new_unowned(output); - let result = T::func(&info, &mut data_chunk_handle); + let data_chunk_handle = DataChunkHandle::new_unowned(output); + let result = T::func(&info, data_chunk_handle); if result.is_err() { info.set_error(&result.err().unwrap().to_string()); } @@ -192,13 +194,14 @@ impl InnerConnection { #[cfg(test)] mod test { - use super::*; use crate::core::Inserter; use std::{ error::Error, ffi::{c_char, CString}, }; + use super::*; + #[repr(C)] struct HelloBindData { name: *mut c_char, @@ -228,7 +231,7 @@ mod test { type InitData = HelloInitData; type BindData = HelloBindData; - unsafe fn bind(bind: &BindInfo, data: *mut HelloBindData) -> Result<(), Box> { + fn bind(bind: &BindInfo, data: *mut HelloBindData) -> Result<(), Box> { bind.add_result_column("column0", LogicalTypeHandle::from(LogicalTypeId::Varchar)); let param = bind.get_parameter(0).to_string(); unsafe { @@ -237,14 +240,14 @@ mod test { Ok(()) } - unsafe fn init(_: &InitInfo, data: *mut HelloInitData) -> Result<(), Box> { + fn init(_: &InitInfo, data: *mut HelloInitData) -> Result<(), Box> { unsafe { (*data).done = false; } Ok(()) } - unsafe fn func(func: &FunctionInfo, output: &mut DataChunkHandle) -> Result<(), Box> { + fn func(func: &FunctionInfo, output: DataChunkHandle) -> Result<(), Box> { let init_info = func.get_init_data::(); let bind_info = func.get_bind_data::(); @@ -252,14 +255,16 @@ mod test { if (*init_info).done { output.set_len(0); } else { + let mut data_chunk = DataChunk::from_existing_handle(output); (*init_info).done = true; - let vector = output.flat_vector(0); + data_chunk.reserve(1); + let vector = data_chunk.columns[0].try_as_flat_mut().unwrap(); let name = CString::from_raw((*bind_info).name); let result = CString::new(format!("Hello {}", name.to_str()?))?; // Can't consume the CString (*bind_info).name = CString::into_raw(name); vector.insert(0, result); - output.set_len(1); + data_chunk.set_len(1); } } Ok(()) @@ -271,11 +276,12 @@ mod test { } struct HelloWithNamedVTab {} + impl VTab for HelloWithNamedVTab { type InitData = HelloInitData; type BindData = HelloBindData; - unsafe fn bind(bind: &BindInfo, data: *mut HelloBindData) -> Result<(), Box> { + fn bind(bind: &BindInfo, data: *mut HelloBindData) -> Result<(), Box> { bind.add_result_column("column0", LogicalTypeHandle::from(LogicalTypeId::Varchar)); let param = bind.get_named_parameter("name").unwrap().to_string(); assert!(bind.get_named_parameter("unknown_name").is_none()); @@ -285,11 +291,11 @@ mod test { Ok(()) } - unsafe fn init(init_info: &InitInfo, data: *mut HelloInitData) -> Result<(), Box> { + fn init(init_info: &InitInfo, data: *mut HelloInitData) -> Result<(), Box> { HelloVTab::init(init_info, data) } - unsafe fn func(func: &FunctionInfo, output: &mut DataChunkHandle) -> Result<(), Box> { + fn func(func: &FunctionInfo, output: DataChunkHandle) -> Result<(), Box> { HelloVTab::func(func, output) } @@ -328,6 +334,8 @@ mod test { #[cfg(feature = "vtab-loadable")] use duckdb_loadable_macros::duckdb_entrypoint; + use crate::core::{DataChunk, LogicalTypeId}; + // this function is never called, but is still type checked // Exposes a extern C function named "libhello_ext_init" in the compiled dynamic library, // the "entrypoint" that duckdb will use to load the extension.