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Original file line number | Diff line number | Diff line change |
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use std::sync::Arc; | ||
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use arrow_schema::{DataType, Field, Schema}; | ||
use datafusion::prelude::SessionContext; | ||
use datafusion_execution::object_store::ObjectStoreUrl; | ||
use object_store::local::LocalFileSystem; | ||
use object_store::path::Path; | ||
use object_store::ObjectStore; | ||
use tempfile::tempdir; | ||
use tokio::fs::OpenOptions; | ||
use url::Url; | ||
use vortex::array::{ChunkedArray, PrimitiveArray, StructArray, VarBinArray}; | ||
use vortex::validity::Validity; | ||
use vortex::IntoArray; | ||
use vortex_datafusion::persistent::config::{VortexFile, VortexTableConfig}; | ||
use vortex_datafusion::persistent::provider::VortexFileTableProvider; | ||
use vortex_serde::layouts::writer::LayoutWriter; | ||
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#[tokio::main] | ||
async fn main() -> anyhow::Result<()> { | ||
let temp_dir = tempdir()?; | ||
let strings = ChunkedArray::from_iter([ | ||
VarBinArray::from(vec!["ab", "foo", "bar", "baz"]).into_array(), | ||
VarBinArray::from(vec!["ab", "foo", "bar", "baz"]).into_array(), | ||
]) | ||
.into_array(); | ||
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let numbers = ChunkedArray::from_iter([ | ||
PrimitiveArray::from(vec![1u32, 2, 3, 4]).into_array(), | ||
PrimitiveArray::from(vec![5u32, 6, 7, 8]).into_array(), | ||
]) | ||
.into_array(); | ||
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let st = StructArray::try_new( | ||
["strings".into(), "numbers".into()].into(), | ||
vec![strings, numbers], | ||
8, | ||
Validity::NonNullable, | ||
) | ||
.unwrap(); | ||
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let filepath = temp_dir.path().join("a.vtx"); | ||
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let f = OpenOptions::new() | ||
.write(true) | ||
.truncate(true) | ||
.create(true) | ||
.open(&filepath) | ||
.await?; | ||
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let writer = LayoutWriter::new(f); | ||
let writer = writer.write_array_columns(st.into_array()).await?; | ||
writer.finalize().await?; | ||
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let f = tokio::fs::File::open(&filepath).await?; | ||
let file_size = f.metadata().await?.len(); | ||
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let object_store: Arc<dyn ObjectStore> = Arc::new(LocalFileSystem::new()); | ||
let url = ObjectStoreUrl::local_filesystem(); | ||
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let p = Path::from_filesystem_path(filepath)?; | ||
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let config = VortexTableConfig::new( | ||
Arc::new(Schema::new(vec![ | ||
Field::new("strings", DataType::Utf8, false), | ||
Field::new("numbers", DataType::UInt32, false), | ||
])), | ||
vec![VortexFile::new(p, file_size)], | ||
); | ||
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let provider = Arc::new(VortexFileTableProvider::try_new(url, config)?); | ||
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let ctx = SessionContext::new(); | ||
ctx.register_table("vortex_tbl", Arc::clone(&provider) as _)?; | ||
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let url = Url::try_from("file://").unwrap(); | ||
ctx.register_object_store(&url, object_store); | ||
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run_query(&ctx, "SELECT * FROM vortex_tbl").await?; | ||
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Ok(()) | ||
} | ||
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async fn run_query(ctx: &SessionContext, query_string: impl AsRef<str>) -> anyhow::Result<()> { | ||
let query_string = query_string.as_ref(); | ||
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ctx.sql(&format!("EXPLAIN {query_string}")) | ||
.await? | ||
.show() | ||
.await?; | ||
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ctx.sql(query_string).await?.show().await?; | ||
|
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Ok(()) | ||
} |
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