From a824641843c3e64c8a7d3a7d12012703cfe247a7 Mon Sep 17 00:00:00 2001 From: sundyli <543950155@qq.com> Date: Wed, 23 Mar 2022 23:20:14 +0800 Subject: [PATCH 1/3] Add Limit to SourceParquet --- common/streams/src/sources/source_csv.rs | 6 +++--- common/streams/src/sources/source_parquet.rs | 13 ++++++++++++- 2 files changed, 15 insertions(+), 4 deletions(-) diff --git a/common/streams/src/sources/source_csv.rs b/common/streams/src/sources/source_csv.rs index ddad8e908504..7fc8544d90cc 100644 --- a/common/streams/src/sources/source_csv.rs +++ b/common/streams/src/sources/source_csv.rs @@ -44,7 +44,7 @@ impl CsvSourceBuilder { field_delimiter: b',', record_delimiter: Terminator::CRLF, block_size: 10000, - size_limit: 0, + size_limit: usize::MAX, } } @@ -128,7 +128,7 @@ where R: AsyncRead + Unpin + Send { async fn read(&mut self) -> Result> { // Check size_limit. - if self.builder.size_limit > 0 && self.rows >= self.builder.size_limit { + if self.rows >= self.builder.size_limit { return Ok(None); } @@ -161,7 +161,7 @@ where R: AsyncRead + Unpin + Send self.rows += 1; // Check size_limit. - if self.builder.size_limit > 0 && self.rows >= self.builder.size_limit { + if self.rows >= self.builder.size_limit { break; } diff --git a/common/streams/src/sources/source_parquet.rs b/common/streams/src/sources/source_parquet.rs index b7aa9439cd0c..0c332f144452 100644 --- a/common/streams/src/sources/source_parquet.rs +++ b/common/streams/src/sources/source_parquet.rs @@ -37,6 +37,7 @@ use crate::Source; pub struct ParquetSourceBuilder { schema: DataSchemaRef, projection: Vec, + size_limit: usize, metadata: Option, } @@ -46,6 +47,7 @@ impl ParquetSourceBuilder { ParquetSourceBuilder { schema, projection: (0..size).collect(), + size_limit: usize::MAX, metadata: None, } } @@ -71,6 +73,7 @@ pub struct ParquetSource { builder: ParquetSourceBuilder, current_row_group: usize, arrow_table_schema: ArrowSchema, + rows: usize, } impl ParquetSource @@ -85,6 +88,7 @@ where R: AsyncRead + AsyncSeek + Unpin + Send builder, arrow_table_schema, current_row_group: 0, + rows: 0, } } } @@ -140,8 +144,15 @@ where R: AsyncRead + AsyncSeek + Unpin + Send Some(chunk) => chunk.map_err(|e| ErrorCode::ParquetError(e.to_string()))?, }; - let block = DataBlock::from_chunk(&self.builder.schema, &chunk)?; + let mut block = DataBlock::from_chunk(&self.builder.schema, &chunk)?; self.current_row_group += 1; + self.rows += block.num_rows(); + + if self.rows > self.builder.size_limit { + let cut = self.rows - self.builder.size_limit; + block = block.slice(0, block.num_rows() - cut); + } + Ok(Some(block)) } } From 9097128a3b3b4a89130a00f5d17e103e6a29f13b Mon Sep 17 00:00:00 2001 From: sundyli <543950155@qq.com> Date: Thu, 24 Mar 2022 17:30:05 +0800 Subject: [PATCH 2/3] feat(source): add ndjson source for streaming load --- Cargo.lock | 1 + .../src/types/deserializations/boolean.rs | 8 + .../src/types/deserializations/date.rs | 7 + .../src/types/deserializations/date_time.rs | 7 + .../src/types/deserializations/mod.rs | 3 + .../src/types/deserializations/null.rs | 5 + .../src/types/deserializations/nullable.rs | 13 + .../src/types/deserializations/number.rs | 11 + .../src/types/deserializations/string.rs | 11 + .../src/types/deserializations/variant.rs | 5 + common/streams/Cargo.toml | 1 + common/streams/src/sources/mod.rs | 2 + common/streams/src/sources/source_ndjson.rs | 156 +++++++ common/streams/tests/it/sources/mod.rs | 1 + .../streams/tests/it/sources/source_ndjson.rs | 60 +++ query/src/servers/http/v1/load.rs | 30 ++ tests/data/ontime_200.csv | 400 +++++++++--------- tests/data/ontime_200.ndjson | 199 +++++++++ .../01_load/01_0000_streaming_load.result | 1 + .../01_load/01_0000_streaming_load.sh | 13 + 20 files changed, 734 insertions(+), 200 deletions(-) create mode 100644 common/streams/src/sources/source_ndjson.rs create mode 100644 common/streams/tests/it/sources/source_ndjson.rs create mode 100644 tests/data/ontime_200.ndjson diff --git a/Cargo.lock b/Cargo.lock index 94f8cd93f278..3033e2f43687 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -1217,6 +1217,7 @@ dependencies = [ "futures", "opendal", "pin-project-lite", + "serde_json", "tempfile", ] diff --git a/common/datavalues/src/types/deserializations/boolean.rs b/common/datavalues/src/types/deserializations/boolean.rs index 1af85af5d71c..9c7a710c9e85 100644 --- a/common/datavalues/src/types/deserializations/boolean.rs +++ b/common/datavalues/src/types/deserializations/boolean.rs @@ -56,6 +56,14 @@ impl TypeDeserializer for BooleanDeserializer { Ok(()) } + fn de_json(&mut self, value: &serde_json::Value) -> Result<()> { + match value { + serde_json::Value::Bool(v) => self.builder.append_value(*v), + _ => return Err(ErrorCode::BadBytes("Incorrect boolean value")), + } + Ok(()) + } + fn finish_to_column(&mut self) -> ColumnRef { self.builder.to_column() } diff --git a/common/datavalues/src/types/deserializations/date.rs b/common/datavalues/src/types/deserializations/date.rs index 709bd977dfad..e207cc46fe0f 100644 --- a/common/datavalues/src/types/deserializations/date.rs +++ b/common/datavalues/src/types/deserializations/date.rs @@ -51,6 +51,13 @@ where Ok(()) } + fn de_json(&mut self, value: &serde_json::Value) -> Result<()> { + match value { + serde_json::Value::String(v) => self.de_text(v.as_bytes()), + _ => Err(ErrorCode::BadBytes("Incorrect boolean value")), + } + } + fn de_text(&mut self, reader: &[u8]) -> Result<()> { match lexical_core::parse::(reader) { Ok(v) => { diff --git a/common/datavalues/src/types/deserializations/date_time.rs b/common/datavalues/src/types/deserializations/date_time.rs index 47c2303eb4f1..9f0e688a04c5 100644 --- a/common/datavalues/src/types/deserializations/date_time.rs +++ b/common/datavalues/src/types/deserializations/date_time.rs @@ -54,6 +54,13 @@ where Ok(()) } + fn de_json(&mut self, value: &serde_json::Value) -> Result<()> { + match value { + serde_json::Value::String(v) => self.de_text(v.as_bytes()), + _ => Err(ErrorCode::BadBytes("Incorrect boolean value")), + } + } + fn de_text(&mut self, reader: &[u8]) -> Result<()> { let v = std::str::from_utf8(reader) .map_err_to_code(ErrorCode::BadBytes, || "Cannot convert value to utf8")?; diff --git a/common/datavalues/src/types/deserializations/mod.rs b/common/datavalues/src/types/deserializations/mod.rs index 3ebcc7147ce9..6dbecc96e7c2 100644 --- a/common/datavalues/src/types/deserializations/mod.rs +++ b/common/datavalues/src/types/deserializations/mod.rs @@ -13,6 +13,7 @@ // limitations under the License. use common_exception::Result; +use serde_json::Value; use crate::prelude::*; @@ -42,6 +43,8 @@ pub trait TypeDeserializer: Send + Sync { /// If error occurrs, append a null by default fn de_text(&mut self, reader: &[u8]) -> Result<()>; + fn de_json(&mut self, reader: &Value) -> Result<()>; + fn de_null(&mut self) -> bool { false } diff --git a/common/datavalues/src/types/deserializations/null.rs b/common/datavalues/src/types/deserializations/null.rs index 05012da45fb4..b6cfd4af0440 100644 --- a/common/datavalues/src/types/deserializations/null.rs +++ b/common/datavalues/src/types/deserializations/null.rs @@ -41,6 +41,11 @@ impl TypeDeserializer for NullDeserializer { Ok(()) } + fn de_json(&mut self, _value: &serde_json::Value) -> Result<()> { + self.builder.append_default(); + Ok(()) + } + fn de_text(&mut self, _reader: &[u8]) -> Result<()> { self.builder.append_default(); Ok(()) diff --git a/common/datavalues/src/types/deserializations/nullable.rs b/common/datavalues/src/types/deserializations/nullable.rs index 3481424f1c44..2dcf5b1c5ffd 100644 --- a/common/datavalues/src/types/deserializations/nullable.rs +++ b/common/datavalues/src/types/deserializations/nullable.rs @@ -48,6 +48,19 @@ impl TypeDeserializer for NullableDeserializer { unreachable!() } + fn de_json(&mut self, value: &serde_json::Value) -> Result<()> { + match value { + serde_json::Value::Null => { + self.de_null(); + Ok(()) + } + other => { + self.bitmap.push(true); + self.inner.de_json(other) + } + } + } + // TODO: support null text setting fn de_text(&mut self, reader: &[u8]) -> Result<()> { self.inner.de_text(reader)?; diff --git a/common/datavalues/src/types/deserializations/number.rs b/common/datavalues/src/types/deserializations/number.rs index 77dd5ec80512..6690032f0bae 100644 --- a/common/datavalues/src/types/deserializations/number.rs +++ b/common/datavalues/src/types/deserializations/number.rs @@ -12,6 +12,7 @@ // See the License for the specific language governing permissions and // limitations under the License. +use common_exception::ErrorCode; use common_exception::Result; use common_io::prelude::*; use lexical_core::FromLexical; @@ -46,6 +47,16 @@ where Ok(()) } + fn de_json(&mut self, value: &serde_json::Value) -> Result<()> { + match value { + serde_json::Value::Number(v) => { + let str = v.to_string(); + self.de_text(str.as_bytes()) + } + _ => Err(ErrorCode::BadBytes("Incorrect json value, must be number")), + } + } + fn de_text(&mut self, reader: &[u8]) -> Result<()> { let value = lexical_core::parse_partial::(reader) .unwrap_or((T::default(), 0)) diff --git a/common/datavalues/src/types/deserializations/string.rs b/common/datavalues/src/types/deserializations/string.rs index 2ec09e50c858..7f2bc98088e9 100644 --- a/common/datavalues/src/types/deserializations/string.rs +++ b/common/datavalues/src/types/deserializations/string.rs @@ -14,6 +14,7 @@ use std::io::Read; +use common_exception::ErrorCode; use common_exception::Result; use common_io::prelude::BinaryRead; @@ -62,6 +63,16 @@ impl TypeDeserializer for StringDeserializer { Ok(()) } + fn de_json(&mut self, value: &serde_json::Value) -> Result<()> { + match value { + serde_json::Value::String(s) => { + self.builder.append_value(s); + Ok(()) + } + _ => Err(ErrorCode::BadBytes("Incorrect json value, must be string")), + } + } + fn de_text(&mut self, reader: &[u8]) -> Result<()> { self.builder.append_value(reader); Ok(()) diff --git a/common/datavalues/src/types/deserializations/variant.rs b/common/datavalues/src/types/deserializations/variant.rs index dbc0f9b6511d..5e03a08d7179 100644 --- a/common/datavalues/src/types/deserializations/variant.rs +++ b/common/datavalues/src/types/deserializations/variant.rs @@ -64,6 +64,11 @@ impl TypeDeserializer for VariantDeserializer { Ok(()) } + fn de_json(&mut self, value: &serde_json::Value) -> Result<()> { + self.builder.append_value(value.clone()); + Ok(()) + } + fn de_text(&mut self, reader: &[u8]) -> Result<()> { let val = serde_json::from_slice(reader)?; self.builder.append_value(val); diff --git a/common/streams/Cargo.toml b/common/streams/Cargo.toml index 6add55126ac7..b62c8a86f194 100644 --- a/common/streams/Cargo.toml +++ b/common/streams/Cargo.toml @@ -28,6 +28,7 @@ async-trait = "0.1.52" csv-async = "1.2.4" futures = "0.3.21" pin-project-lite = "0.2.8" +serde_json = { version = "1.0.79", default-features = false, features = ["preserve_order"] } tempfile = "3.3.0" [dev-dependencies] diff --git a/common/streams/src/sources/mod.rs b/common/streams/src/sources/mod.rs index 23b78a966316..8d914d327e0f 100644 --- a/common/streams/src/sources/mod.rs +++ b/common/streams/src/sources/mod.rs @@ -14,8 +14,10 @@ mod source; mod source_csv; +mod source_ndjson; mod source_parquet; pub use source::Source; pub use source_csv::CsvSourceBuilder; +pub use source_ndjson::NDJsonSourceBuilder; pub use source_parquet::ParquetSourceBuilder; diff --git a/common/streams/src/sources/source_ndjson.rs b/common/streams/src/sources/source_ndjson.rs new file mode 100644 index 000000000000..98c7934f1599 --- /dev/null +++ b/common/streams/src/sources/source_ndjson.rs @@ -0,0 +1,156 @@ +// Copyright 2021 Datafuse Labs. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +use std::io::BufRead; + +use async_trait::async_trait; +use common_datablocks::DataBlock; +use common_datavalues::DataSchemaRef; +use common_exception::ErrorCode; +use common_exception::Result; +use common_exception::ToErrorCode; + +use crate::Source; + +#[derive(Debug, Clone)] +pub struct NDJsonSourceBuilder { + schema: DataSchemaRef, + block_size: usize, + size_limit: usize, +} + +impl NDJsonSourceBuilder { + pub fn create(schema: DataSchemaRef) -> Self { + NDJsonSourceBuilder { + schema, + block_size: 10000, + size_limit: usize::MAX, + } + } + + pub fn block_size(&mut self, block_size: usize) -> &mut Self { + self.block_size = block_size; + self + } + + pub fn size_limit(&mut self, size_limit: usize) -> &mut Self { + self.size_limit = size_limit; + self + } + + pub fn build(&self, reader: R) -> Result> + where R: BufRead + Unpin + Send { + NDJsonSource::try_create(self.clone(), reader) + } +} + +pub struct NDJsonSource { + builder: NDJsonSourceBuilder, + reader: R, + rows: usize, + buffer: String, +} + +impl NDJsonSource +where R: BufRead + Unpin + Send +{ + fn try_create(builder: NDJsonSourceBuilder, reader: R) -> Result { + Ok(Self { + builder, + reader, + rows: 0, + buffer: String::new(), + }) + } +} + +#[async_trait] +impl Source for NDJsonSource +where R: BufRead + Unpin + Send +{ + async fn read(&mut self) -> Result> { + // Check size_limit. + if self.rows >= self.builder.size_limit { + return Ok(None); + } + + let mut packs = self + .builder + .schema + .fields() + .iter() + .map(|f| f.data_type().create_deserializer(self.builder.block_size)) + .collect::>(); + + let names = self + .builder + .schema + .fields() + .iter() + .map(|f| f.name()) + .collect::>(); + + let mut rows = 0; + + loop { + self.buffer.clear(); + if self + .reader + .read_line(&mut self.buffer) + .map_err_to_code(ErrorCode::BadBytes, || { + format!("Parse NDJson error at line {}", self.rows) + })? + == 0 + { + break; + } + + if self.buffer.trim().is_empty() { + continue; + } + + let json: serde_json::Value = serde_json::from_reader(self.buffer.as_bytes())?; + // Deserialize each field. + + for (name, deser) in names.iter().zip(packs.iter_mut()) { + let value = &json[name]; + deser.de_json(value)?; + } + + rows += 1; + self.rows += 1; + + // Check size_limit. + if self.rows >= self.builder.size_limit { + break; + } + + // Check block_size. + if rows >= self.builder.block_size { + break; + } + } + + if rows == 0 { + return Ok(None); + } + + let series = packs + .iter_mut() + .map(|deser| deser.finish_to_column()) + .collect::>(); + + Ok(Some(DataBlock::create(self.builder.schema.clone(), series))) + } +} diff --git a/common/streams/tests/it/sources/mod.rs b/common/streams/tests/it/sources/mod.rs index d3ec6fb93660..d60cb04af964 100644 --- a/common/streams/tests/it/sources/mod.rs +++ b/common/streams/tests/it/sources/mod.rs @@ -13,4 +13,5 @@ // limitations under the License. mod source_csv; +mod source_ndjson; mod source_parquet; diff --git a/common/streams/tests/it/sources/source_ndjson.rs b/common/streams/tests/it/sources/source_ndjson.rs new file mode 100644 index 000000000000..af390bdf0cc9 --- /dev/null +++ b/common/streams/tests/it/sources/source_ndjson.rs @@ -0,0 +1,60 @@ +// Copyright 2022 Datafuse Labs. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +use common_base::tokio; +use common_datablocks::assert_blocks_eq; +use common_exception::Result; +use common_streams::NDJsonSourceBuilder; +use common_streams::Source; + +#[tokio::test(flavor = "multi_thread", worker_threads = 1)] +async fn test_source_ndjson() -> Result<()> { + use common_datavalues::prelude::*; + + let schema = DataSchemaRefExt::create(vec![ + DataField::new("x", bool::to_data_type()), + DataField::new("a", i8::to_data_type()), + DataField::new("b", Vu8::to_data_type()), + DataField::new("c", f64::to_data_type()), + ]); + + let bytes = r#"{"x":false, "a":1, "b":"1", "c":1.0} + {"x":true, "a":2, "b":"2", "c":2.0} + {"x":false, "a":3, "b":"3", "c":3.0} + "# + .as_bytes(); + + let reader = std::io::Cursor::new(bytes); + + let builder = NDJsonSourceBuilder::create(schema); + let mut json_source = builder.build(reader).unwrap(); + // expects `page_nums_expects` blocks, and + while let Some(block) = json_source.read().await? { + // for each block, the content is the same of `sample_block` + assert_blocks_eq( + vec![ + "+-------+---+---+---+", + "| x | a | b | c |", + "+-------+---+---+---+", + "| false | 1 | 1 | 1 |", + "| true | 2 | 2 | 2 |", + "| false | 3 | 3 | 3 |", + "+-------+---+---+---+", + ], + &[block], + ); + } + + Ok(()) +} diff --git a/query/src/servers/http/v1/load.rs b/query/src/servers/http/v1/load.rs index 23675da09295..7a9ac0e6d5bb 100644 --- a/query/src/servers/http/v1/load.rs +++ b/query/src/servers/http/v1/load.rs @@ -23,6 +23,7 @@ use common_meta_types::UserInfo; use common_planners::InsertInputSource; use common_planners::PlanNode; use common_streams::CsvSourceBuilder; +use common_streams::NDJsonSourceBuilder; use common_streams::ParquetSourceBuilder; use common_streams::SendableDataBlockStream; use common_streams::Source; @@ -97,6 +98,10 @@ pub async fn streaming_load( build_csv_stream(&plan, req, multipart, max_block_size) } else if format.to_lowercase().as_str() == "parquet" { build_parquet_stream(&plan, multipart) + } else if format.to_lowercase().as_str() == "ndjson" + || format.to_lowercase().as_str() == "jsoneachrow" + { + build_ndjson_stream(&plan, multipart) } else { Err(poem::Error::from_string( format!( @@ -180,6 +185,31 @@ fn build_parquet_stream( Ok(Box::pin(stream)) } +fn build_ndjson_stream( + plan: &PlanNode, + mut multipart: Multipart, +) -> PoemResult { + let builder = NDJsonSourceBuilder::create(plan.schema()); + let stream = stream! { + while let Ok(Some(field)) = multipart.next_field().await { + let bytes = field.bytes().await.map_err_to_code(ErrorCode::BadBytes, || "Read part to field bytes error")?; + let cursor = std::io::Cursor::new(bytes); + let mut source = builder.build(cursor)?; + + loop { + let block = source.read().await; + match block { + Ok(None) => break, + Ok(Some(b)) => yield(Ok(b)), + Err(e) => yield(Err(e)), + } + } + } + }; + + Ok(Box::pin(stream)) +} + fn build_csv_stream( plan: &PlanNode, req: &Request, diff --git a/tests/data/ontime_200.csv b/tests/data/ontime_200.csv index e5b157ad32cf..a1a1fe01d3de 100644 --- a/tests/data/ontime_200.csv +++ b/tests/data/ontime_200.csv @@ -1,200 +1,200 @@ 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diff --git a/tests/suites/1_stateful/01_load/01_0000_streaming_load.result b/tests/suites/1_stateful/01_load/01_0000_streaming_load.result index 150d8aebc83b..06dad3545650 100644 --- a/tests/suites/1_stateful/01_load/01_0000_streaming_load.result +++ b/tests/suites/1_stateful/01_load/01_0000_streaming_load.result @@ -1,2 +1,3 @@ 199 2020 769 398 2020 1538 +597 2020 2307 diff --git a/tests/suites/1_stateful/01_load/01_0000_streaming_load.sh b/tests/suites/1_stateful/01_load/01_0000_streaming_load.sh index c34d631e6f0a..b76a8039cb91 100755 --- a/tests/suites/1_stateful/01_load/01_0000_streaming_load.sh +++ b/tests/suites/1_stateful/01_load/01_0000_streaming_load.sh @@ -9,6 +9,7 @@ cat $CURDIR/../ontime/create_table.sql | sed 's/ontime/ontime_streaming_load/g' aws --endpoint-url http://127.0.0.1:9900/ s3 cp s3://testbucket/admin/data/ontime_200.csv /tmp/ontime_200.csv > /dev/null 2>&1 aws --endpoint-url http://127.0.0.1:9900/ s3 cp s3://testbucket/admin/data/ontime_200.parquet /tmp/ontime_200.parquet > /dev/null 2>&1 +aws --endpoint-url http://127.0.0.1:9900/ s3 cp s3://testbucket/admin/data/ontime_200.ndjson /tmp/ontime_200.ndjson > /dev/null 2>&1 # do the Data integrity check @@ -25,6 +26,14 @@ if [ $? -ne 0 ]; then exit 1 fi +echo "8e6e663cf6fdaedf99516f8969512e40954bfa863822e8ef2d61e50c182c8d91 /tmp/ontime_200.ndjson" | sha256sum --check > /dev/null 2>&1 + +if [ $? -ne 0 ]; then + echo "The downloaded dataset has been corrupted, please remove and fetch it again." + exit 1 +fi + + curl -H "insert_sql:insert into ontime_streaming_load format Csv" -H "skip_header:1" -F "upload=@/tmp/ontime_200.csv" -XPUT "http://localhost:${QUERY_HTTP_HANDLER_PORT}/v1/streaming_load" > /dev/null 2>&1 echo "select count(1) ,avg(Year), sum(DayOfWeek) from ontime_streaming_load;" | $MYSQL_CLIENT_CONNECT @@ -34,4 +43,8 @@ curl -H "insert_sql:insert into ontime_streaming_load format Parquet" -H "skip_h echo "select count(1) ,avg(Year), sum(DayOfWeek) from ontime_streaming_load;" | $MYSQL_CLIENT_CONNECT +curl -H "insert_sql:insert into ontime_streaming_load format NdJson" -H "skip_header:1" -F "upload=@/tmp/ontime_200.ndjson" -XPUT "http://localhost:${QUERY_HTTP_HANDLER_PORT}/v1/streaming_load" > /dev/null 2>&1 +echo "select count(1) ,avg(Year), sum(DayOfWeek) from ontime_streaming_load;" | $MYSQL_CLIENT_CONNECT + + echo "drop table ontime_streaming_load;" | $MYSQL_CLIENT_CONNECT From e3b4166cf5e4f80d1bd19f96792207b2b50558e5 Mon Sep 17 00:00:00 2001 From: sundyli <543950155@qq.com> Date: Thu, 24 Mar 2022 20:13:32 +0800 Subject: [PATCH 3/3] feat(source): add ndjson source for streaming load --- tests/data/ontime_200.csv | 400 +++++++++++++++++++------------------- 1 file changed, 200 insertions(+), 200 deletions(-) diff --git a/tests/data/ontime_200.csv b/tests/data/ontime_200.csv index a1a1fe01d3de..e5b157ad32cf 100644 --- a/tests/data/ontime_200.csv +++ b/tests/data/ontime_200.csv @@ -1,200 +1,200 @@ 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MI","MI","26","Michigan",43,"1255","1250",-5.00,0.00,0.00,-1,"1200-1259",9.00,"1259","1438",5.00,"1459","1443",-16.00,0.00,0.00,-2,"1400-1459",0.00,"",0.00,124.00,113.00,99.00,1.00,636.00,3,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,30,3,2020-12-30,"9E",20363,"9E","N907XJ","4634",13577,1357702,31135,"MYR","Myrtle Beach, SC","SC","45","South Carolina",37,11433,1143302,31295,"DTW","Detroit, MI","MI","26","Michigan",43,"1255","1250",-5.00,0.00,0.00,-1,"1200-1259",9.00,"1259","1433",11.00,"1459","1444",-15.00,0.00,0.00,-1,"1400-1459",0.00,"",0.00,124.00,114.00,94.00,1.00,636.00,3,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,1,2,2020-12-01,"9E",20363,"9E","N909XJ","4635",13487,1348702,31650,"MSP","Minneapolis, MN","MN","27","Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA","42","Pennsylvania",23,"1020","1018",-2.00,0.00,0.00,-1,"1000-1059",13.00,"1031","1341",3.00,"1348","1344",-4.00,0.00,0.00,-1,"1300-1359",0.00,"",0.00,148.00,146.00,130.00,1.00,980.00,4,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,18,5,2020-12-18,"9E",20363,"9E","N132EV","4635",13487,1348702,31650,"MSP","Minneapolis, MN","MN","27","Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA","42","Pennsylvania",23,"1020","1015",-5.00,0.00,0.00,-1,"1000-1059",15.00,"1030","1331",5.00,"1348","1336",-12.00,0.00,0.00,-1,"1300-1359",0.00,"",0.00,148.00,141.00,121.00,1.00,980.00,4,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,19,6,2020-12-19,"9E",20363,"9E","N153PQ","4635",13487,1348702,31650,"MSP","Minneapolis, MN","MN","27","Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA","42","Pennsylvania",23,"1020","1017",-3.00,0.00,0.00,-1,"1000-1059",10.00,"1027","1330",5.00,"1348","1335",-13.00,0.00,0.00,-1,"1300-1359",0.00,"",0.00,148.00,138.00,123.00,1.00,980.00,4,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,20,7,2020-12-20,"9E",20363,"9E","N912XJ","4635",13487,1348702,31650,"MSP","Minneapolis, MN","MN","27","Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA","42","Pennsylvania",23,"1020","1014",-6.00,0.00,0.00,-1,"1000-1059",11.00,"1025","1325",4.00,"1348","1329",-19.00,0.00,0.00,-2,"1300-1359",0.00,"",0.00,148.00,135.00,120.00,1.00,980.00,4,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,21,1,2020-12-21,"9E",20363,"9E","N304PQ","4635",13487,1348702,31650,"MSP","Minneapolis, MN","MN","27","Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA","42","Pennsylvania",23,"1020","1018",-2.00,0.00,0.00,-1,"1000-1059",10.00,"1028","1344",2.00,"1348","1346",-2.00,0.00,0.00,-1,"1300-1359",0.00,"",0.00,148.00,148.00,136.00,1.00,980.00,4,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,22,2,2020-12-22,"9E",20363,"9E","N302PQ","4635",13487,1348702,31650,"MSP","Minneapolis, MN","MN","27","Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA","42","Pennsylvania",23,"1020","1016",-4.00,0.00,0.00,-1,"1000-1059",10.00,"1026","1333",5.00,"1348","1338",-10.00,0.00,0.00,-1,"1300-1359",0.00,"",0.00,148.00,142.00,127.00,1.00,980.00,4,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,23,3,2020-12-23,"9E",20363,"9E","N348PQ","4635",13487,1348702,31650,"MSP","Minneapolis, MN","MN","27","Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA","42","Pennsylvania",23,"1020","1016",-4.00,0.00,0.00,-1,"1000-1059",19.00,"1035","1344",7.00,"1348","1351",3.00,3.00,0.00,0,"1300-1359",0.00,"",0.00,148.00,155.00,129.00,1.00,980.00,4,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,26,6,2020-12-26,"9E",20363,"9E","N600LR","4635",13487,1348702,31650,"MSP","Minneapolis, MN","MN","27","Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA","42","Pennsylvania",23,"1020","1018",-2.00,0.00,0.00,-1,"1000-1059",19.00,"1037","1339",3.00,"1348","1342",-6.00,0.00,0.00,-1,"1300-1359",0.00,"",0.00,148.00,144.00,122.00,1.00,980.00,4,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,27,7,2020-12-27,"9E",20363,"9E","N914XJ","4635",13487,1348702,31650,"MSP","Minneapolis, MN","MN","27","Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA","42","Pennsylvania",23,"1020","1225",125.00,125.00,1.00,8,"1000-1059",31.00,"1256","1553",4.00,"1348","1557",129.00,129.00,1.00,8,"1300-1359",0.00,"",0.00,148.00,152.00,117.00,1.00,980.00,4,0.00,0.00,4.00,0.00,125.00,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,28,1,2020-12-28,"9E",20363,"9E","N136EV","4635",13487,1348702,31650,"MSP","Minneapolis, MN","MN","27","Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA","42","Pennsylvania",23,"1020","1016",-4.00,0.00,0.00,-1,"1000-1059",13.00,"1029","1331",5.00,"1348","1336",-12.00,0.00,0.00,-1,"1300-1359",0.00,"",0.00,148.00,140.00,122.00,1.00,980.00,4,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,29,2,2020-12-29,"9E",20363,"9E","N331PQ","4635",13487,1348702,31650,"MSP","Minneapolis, MN","MN","27","Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA","42","Pennsylvania",23,"1020","1041",21.00,21.00,1.00,1,"1000-1059",18.00,"1059","1352",2.00,"1348","1354",6.00,6.00,0.00,0,"1300-1359",0.00,"",0.00,148.00,133.00,113.00,1.00,980.00,4,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,30,3,2020-12-30,"9E",20363,"9E","N921XJ","4635",13487,1348702,31650,"MSP","Minneapolis, MN","MN","27","Minnesota",63,14100,1410005,34100,"PHL","Philadelphia, PA","PA","42","Pennsylvania",23,"1020","1016",-4.00,0.00,0.00,-1,"1000-1059",34.00,"1050","1355",6.00,"1348","1401",13.00,13.00,0.00,0,"1300-1359",0.00,"",0.00,148.00,165.00,125.00,1.00,980.00,4,,,,,,"",,,0,,,,,"",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","","",,,"",,,"","" -2020,4,12,18,5,2020-12-18,"9E",20363,"9E","N184GJ","4636",10397,1039707,30397,"ATL","Atlanta, GA","GA","13","Georgia",34,12191,1219102,31453,"HOU","Houston, 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