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feat(s3select): add JSON handling and flattening for EcObjectStore (#1930)
Signed-off-by: 0xdx2 <xuedamon2@gmail.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: houseme <housemecn@gmail.com>
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@@ -16,7 +16,6 @@ use crate::query::Context;
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use crate::{QueryError, QueryResult, object_store::EcObjectStore};
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use datafusion::{
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execution::{SessionStateBuilder, context::SessionState, runtime_env::RuntimeEnvBuilder},
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parquet::data_type::AsBytes,
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prelude::SessionContext,
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};
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use object_store::{ObjectStore, memory::InMemory, path::Path};
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@@ -65,30 +64,36 @@ impl SessionCtxFactory {
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let df_session_state = if self.is_test {
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let store: Arc<dyn ObjectStore> = Arc::new(InMemory::new());
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let data = b"id,name,age,department,salary
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1,Alice,25,HR,5000
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2,Bob,30,IT,6000
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3,Charlie,35,Finance,7000
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4,Diana,22,Marketing,4500
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5,Eve,28,IT,5500
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6,Frank,40,Finance,8000
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7,Grace,26,HR,5200
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8,Henry,32,IT,6200
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9,Ivy,24,Marketing,4800
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10,Jack,38,Finance,7500";
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let data_bytes = data.as_bytes();
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// let data = r#""year"╦"gender"╦"ethnicity"╦"firstname"╦"count"╦"rank"
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// "2011"╦"FEMALE"╦"ASIAN AND PACIFIC ISLANDER"╦"SOPHIA"╦"119"╦"1"
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// "2011"╦"FEMALE"╦"ASIAN AND PACIFIC ISLANDER"╦"CHLOE"╦"106"╦"2"
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// "2011"╦"FEMALE"╦"ASIAN AND PACIFIC ISLANDER"╦"EMILY"╦"93"╦"3"
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// "2011"╦"FEMALE"╦"ASIAN AND PACIFIC ISLANDER"╦"OLIVIA"╦"89"╦"4"
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// "2011"╦"FEMALE"╦"ASIAN AND PACIFIC ISLANDER"╦"EMMA"╦"75"╦"5"
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// "2011"╦"FEMALE"╦"ASIAN AND PACIFIC ISLANDER"╦"ISABELLA"╦"67"╦"6"
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// "2011"╦"FEMALE"╦"ASIAN AND PACIFIC ISLANDER"╦"TIFFANY"╦"54"╦"7"
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// "2011"╦"FEMALE"╦"ASIAN AND PACIFIC ISLANDER"╦"ASHLEY"╦"52"╦"8"
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// "2011"╦"FEMALE"╦"ASIAN AND PACIFIC ISLANDER"╦"FIONA"╦"48"╦"9"
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// "2011"╦"FEMALE"╦"ASIAN AND PACIFIC ISLANDER"╦"ANGELA"╦"47"╦"10""#;
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// let data_bytes = Bytes::from(data);
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// Choose test data format based on what the request serialization specifies.
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let data_bytes: &[u8] = if context.input.request.input_serialization.json.is_some() {
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// NDJSON: one JSON object per line — usable for both LINES and DOCUMENT
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// requests (DOCUMENT inputs are converted to NDJSON by EcObjectStore, but
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// in test mode we bypass EcObjectStore, so we put NDJSON here directly).
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b"{\"id\":1,\"name\":\"Alice\",\"age\":25,\"department\":\"HR\",\"salary\":5000}\n\
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{\"id\":2,\"name\":\"Bob\",\"age\":30,\"department\":\"IT\",\"salary\":6000}\n\
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{\"id\":3,\"name\":\"Charlie\",\"age\":35,\"department\":\"Finance\",\"salary\":7000}\n\
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{\"id\":4,\"name\":\"Diana\",\"age\":22,\"department\":\"Marketing\",\"salary\":4500}\n\
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{\"id\":5,\"name\":\"Eve\",\"age\":28,\"department\":\"IT\",\"salary\":5500}\n\
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{\"id\":6,\"name\":\"Frank\",\"age\":40,\"department\":\"Finance\",\"salary\":8000}\n\
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{\"id\":7,\"name\":\"Grace\",\"age\":26,\"department\":\"HR\",\"salary\":5200}\n\
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{\"id\":8,\"name\":\"Henry\",\"age\":32,\"department\":\"IT\",\"salary\":6200}\n\
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{\"id\":9,\"name\":\"Ivy\",\"age\":24,\"department\":\"Marketing\",\"salary\":4800}\n\
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{\"id\":10,\"name\":\"Jack\",\"age\":38,\"department\":\"Finance\",\"salary\":7500}\n"
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} else {
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b"id,name,age,department,salary
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1,Alice,25,HR,5000
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2,Bob,30,IT,6000
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3,Charlie,35,Finance,7000
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4,Diana,22,Marketing,4500
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5,Eve,28,IT,5500
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6,Frank,40,Finance,8000
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7,Grace,26,HR,5200
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8,Henry,32,IT,6200
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9,Ivy,24,Marketing,4800
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10,Jack,38,Finance,7500"
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};
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let path = Path::from(context.input.key.clone());
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store.put(&path, data_bytes.into()).await.map_err(|e| {
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error!("put data into memory failed: {}", e.to_string());
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@@ -97,7 +102,7 @@ impl SessionCtxFactory {
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df_session_state.with_object_store(&store_url, Arc::new(store)).build()
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} else {
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let store =
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let store: EcObjectStore =
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EcObjectStore::new(context.input.clone()).map_err(|_| QueryError::NotImplemented { err: String::new() })?;
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df_session_state.with_object_store(&store_url, Arc::new(store)).build()
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};
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