Files
doris/be/test/vec/exec/vjson_scanner_test.cpp
lihangyu 01383c3217 [Enhancement](stream-load-json) using simdjson to parse json (#11665)
Currently we use rapidjson to parse json document, It's fast but not fast enough compare to simdjson.And I found that the simdjson has a parsing front-end called simdjson::ondemand which will parse json when accessing fields and could strip the field token from the original document, using this feature we could reduce the cost of string copy(eg. we convert everthing to a string literal in _write_data_to_column by sprintf, I saw a hotspot from the flamegrame in this function, using simdjson::to_json_string will strip the token(a string piece) which is std::string_view and this is exactly we need).And second in _set_column_value we could iterate through the json document by for (auto field: object_val) {xxx}, this is much faster than looking up a field by it's field name like objectValue.FindMember("k1").The third optimization is the at_pointer interface simdjson provided, this could directly get the json field from original document.
2022-08-16 14:49:50 +08:00

874 lines
31 KiB
C++

// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you 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.
#include "vec/exec/vjson_scanner.h"
#include <gtest/gtest.h>
#include <time.h>
#include <map>
#include <string>
#include <vector>
#include "common/object_pool.h"
#include "exec/broker_scan_node.h"
#include "exprs/cast_functions.h"
#include "exprs/decimalv2_operators.h"
#include "gen_cpp/Descriptors_types.h"
#include "gen_cpp/PlanNodes_types.h"
#include "io/local_file_reader.h"
#include "runtime/descriptors.h"
#include "runtime/exec_env.h"
#include "runtime/row_batch.h"
#include "runtime/runtime_state.h"
#include "runtime/tuple.h"
#include "runtime/user_function_cache.h"
#include "util/defer_op.h"
#include "vec/exec/vbroker_scan_node.h"
namespace doris {
namespace vectorized {
class VJsonScannerTest : public testing::Test {
public:
VJsonScannerTest() : _runtime_state(TQueryGlobals()) {
init();
_runtime_state.init_instance_mem_tracker();
TUniqueId unique_id;
TQueryOptions query_options;
query_options.__set_enable_vectorized_engine(true);
TQueryGlobals query_globals;
_runtime_state.init(unique_id, query_options, query_globals, nullptr);
}
void init();
static void SetUpTestCase() {
config::enable_simdjson_reader = true;
UserFunctionCache::instance()->init(
"./be/test/runtime/test_data/user_function_cache/normal");
CastFunctions::init();
DecimalV2Operators::init();
}
protected:
virtual void SetUp() {}
virtual void TearDown() {}
private:
int create_src_tuple(TDescriptorTable& t_desc_table, int next_slot_id);
int create_dst_tuple(TDescriptorTable& t_desc_table, int next_slot_id);
void create_expr_info();
void init_desc_table();
RuntimeState _runtime_state;
ObjectPool _obj_pool;
std::map<std::string, SlotDescriptor*> _slots_map;
TBrokerScanRangeParams _params;
DescriptorTbl* _desc_tbl;
TPlanNode _tnode;
};
#define TUPLE_ID_DST 0
#define TUPLE_ID_SRC 1
#define COLUMN_NUMBERS 6
#define DST_TUPLE_SLOT_ID_START 1
#define SRC_TUPLE_SLOT_ID_START 7
int VJsonScannerTest::create_src_tuple(TDescriptorTable& t_desc_table, int next_slot_id) {
const char* columnNames[] = {"category", "author", "title", "price", "largeint", "decimal"};
for (int i = 0; i < COLUMN_NUMBERS; i++) {
TSlotDescriptor slot_desc;
slot_desc.id = next_slot_id++;
slot_desc.parent = 1;
TTypeDesc type;
{
TTypeNode node;
node.__set_type(TTypeNodeType::SCALAR);
TScalarType scalar_type;
scalar_type.__set_type(TPrimitiveType::VARCHAR);
scalar_type.__set_len(65535);
node.__set_scalar_type(scalar_type);
type.types.push_back(node);
}
slot_desc.slotType = type;
slot_desc.columnPos = i;
slot_desc.byteOffset = i * 16 + 8;
slot_desc.nullIndicatorByte = i / 8;
slot_desc.nullIndicatorBit = i % 8;
slot_desc.colName = columnNames[i];
slot_desc.slotIdx = i + 1;
slot_desc.isMaterialized = true;
t_desc_table.slotDescriptors.push_back(slot_desc);
}
{
// TTupleDescriptor source
TTupleDescriptor t_tuple_desc;
t_tuple_desc.id = TUPLE_ID_SRC;
t_tuple_desc.byteSize = COLUMN_NUMBERS * 16 + 8;
t_tuple_desc.numNullBytes = 0;
t_tuple_desc.tableId = 0;
t_tuple_desc.__isset.tableId = true;
t_desc_table.tupleDescriptors.push_back(t_tuple_desc);
}
return next_slot_id;
}
int VJsonScannerTest::create_dst_tuple(TDescriptorTable& t_desc_table, int next_slot_id) {
int32_t byteOffset = 8;
{ //category
TSlotDescriptor slot_desc;
slot_desc.id = next_slot_id++;
slot_desc.parent = 0;
TTypeDesc type;
{
TTypeNode node;
node.__set_type(TTypeNodeType::SCALAR);
TScalarType scalar_type;
scalar_type.__set_type(TPrimitiveType::VARCHAR);
scalar_type.__set_len(65535);
node.__set_scalar_type(scalar_type);
type.types.push_back(node);
}
slot_desc.slotType = type;
slot_desc.columnPos = 0;
slot_desc.byteOffset = byteOffset;
slot_desc.nullIndicatorByte = 0;
slot_desc.nullIndicatorBit = 0;
slot_desc.colName = "category";
slot_desc.slotIdx = 1;
slot_desc.isMaterialized = true;
t_desc_table.slotDescriptors.push_back(slot_desc);
}
byteOffset += 16;
{ // author
TSlotDescriptor slot_desc;
slot_desc.id = next_slot_id++;
slot_desc.parent = 0;
TTypeDesc type;
{
TTypeNode node;
node.__set_type(TTypeNodeType::SCALAR);
TScalarType scalar_type;
scalar_type.__set_type(TPrimitiveType::VARCHAR);
scalar_type.__set_len(65535);
node.__set_scalar_type(scalar_type);
type.types.push_back(node);
}
slot_desc.slotType = type;
slot_desc.columnPos = 1;
slot_desc.byteOffset = byteOffset;
slot_desc.nullIndicatorByte = 0;
slot_desc.nullIndicatorBit = 1;
slot_desc.colName = "author";
slot_desc.slotIdx = 2;
slot_desc.isMaterialized = true;
t_desc_table.slotDescriptors.push_back(slot_desc);
}
byteOffset += 16;
{ // title
TSlotDescriptor slot_desc;
slot_desc.id = next_slot_id++;
slot_desc.parent = 0;
TTypeDesc type;
{
TTypeNode node;
node.__set_type(TTypeNodeType::SCALAR);
TScalarType scalar_type;
scalar_type.__set_type(TPrimitiveType::VARCHAR);
scalar_type.__set_len(65535);
node.__set_scalar_type(scalar_type);
type.types.push_back(node);
}
slot_desc.slotType = type;
slot_desc.columnPos = 2;
slot_desc.byteOffset = byteOffset;
slot_desc.nullIndicatorByte = 0;
slot_desc.nullIndicatorBit = 2;
slot_desc.colName = "title";
slot_desc.slotIdx = 3;
slot_desc.isMaterialized = true;
t_desc_table.slotDescriptors.push_back(slot_desc);
}
byteOffset += 16;
{ // price
TSlotDescriptor slot_desc;
slot_desc.id = next_slot_id++;
slot_desc.parent = 0;
TTypeDesc type;
{
TTypeNode node;
node.__set_type(TTypeNodeType::SCALAR);
TScalarType scalar_type;
scalar_type.__set_type(TPrimitiveType::DOUBLE);
node.__set_scalar_type(scalar_type);
type.types.push_back(node);
}
slot_desc.slotType = type;
slot_desc.columnPos = 3;
slot_desc.byteOffset = byteOffset;
slot_desc.nullIndicatorByte = 0;
slot_desc.nullIndicatorBit = 3;
slot_desc.colName = "price";
slot_desc.slotIdx = 4;
slot_desc.isMaterialized = true;
t_desc_table.slotDescriptors.push_back(slot_desc);
}
byteOffset += 8;
{ // lagreint
TSlotDescriptor slot_desc;
slot_desc.id = next_slot_id++;
slot_desc.parent = 0;
TTypeDesc type;
{
TTypeNode node;
node.__set_type(TTypeNodeType::SCALAR);
TScalarType scalar_type;
scalar_type.__set_type(TPrimitiveType::LARGEINT);
node.__set_scalar_type(scalar_type);
type.types.push_back(node);
}
slot_desc.slotType = type;
slot_desc.columnPos = 4;
slot_desc.byteOffset = byteOffset;
slot_desc.nullIndicatorByte = 0;
slot_desc.nullIndicatorBit = 4;
slot_desc.colName = "lagreint";
slot_desc.slotIdx = 5;
slot_desc.isMaterialized = true;
t_desc_table.slotDescriptors.push_back(slot_desc);
}
byteOffset += 16;
{ // decimal
TSlotDescriptor slot_desc;
slot_desc.id = next_slot_id++;
slot_desc.parent = 0;
TTypeDesc type;
{
TTypeNode node;
node.__set_type(TTypeNodeType::SCALAR);
TScalarType scalar_type;
scalar_type.__isset.precision = true;
scalar_type.__isset.scale = true;
scalar_type.__set_precision(-1);
scalar_type.__set_scale(-1);
scalar_type.__set_type(TPrimitiveType::DECIMALV2);
node.__set_scalar_type(scalar_type);
type.types.push_back(node);
}
slot_desc.slotType = type;
slot_desc.columnPos = 5;
slot_desc.byteOffset = byteOffset;
slot_desc.nullIndicatorByte = 0;
slot_desc.nullIndicatorBit = 5;
slot_desc.colName = "decimal";
slot_desc.slotIdx = 6;
slot_desc.isMaterialized = true;
t_desc_table.slotDescriptors.push_back(slot_desc);
}
t_desc_table.__isset.slotDescriptors = true;
{
// TTupleDescriptor dest
TTupleDescriptor t_tuple_desc;
t_tuple_desc.id = TUPLE_ID_DST;
t_tuple_desc.byteSize = byteOffset + 8;
t_tuple_desc.numNullBytes = 0;
t_tuple_desc.tableId = 0;
t_tuple_desc.__isset.tableId = true;
t_desc_table.tupleDescriptors.push_back(t_tuple_desc);
}
return next_slot_id;
}
void VJsonScannerTest::init_desc_table() {
TDescriptorTable t_desc_table;
// table descriptors
TTableDescriptor t_table_desc;
t_table_desc.id = 0;
t_table_desc.tableType = TTableType::BROKER_TABLE;
t_table_desc.numCols = 0;
t_table_desc.numClusteringCols = 0;
t_desc_table.tableDescriptors.push_back(t_table_desc);
t_desc_table.__isset.tableDescriptors = true;
int next_slot_id = 1;
next_slot_id = create_dst_tuple(t_desc_table, next_slot_id);
next_slot_id = create_src_tuple(t_desc_table, next_slot_id);
DescriptorTbl::create(&_obj_pool, t_desc_table, &_desc_tbl);
_runtime_state.set_desc_tbl(_desc_tbl);
}
void VJsonScannerTest::create_expr_info() {
TTypeDesc varchar_type;
{
TTypeNode node;
node.__set_type(TTypeNodeType::SCALAR);
TScalarType scalar_type;
scalar_type.__set_type(TPrimitiveType::VARCHAR);
scalar_type.__set_len(5000);
node.__set_scalar_type(scalar_type);
varchar_type.types.push_back(node);
}
// category VARCHAR --> VARCHAR
{
TExprNode slot_ref;
slot_ref.node_type = TExprNodeType::SLOT_REF;
slot_ref.type = varchar_type;
slot_ref.num_children = 0;
slot_ref.__isset.slot_ref = true;
slot_ref.slot_ref.slot_id = SRC_TUPLE_SLOT_ID_START; // category id in src tuple
slot_ref.slot_ref.tuple_id = 1;
TExpr expr;
expr.nodes.push_back(slot_ref);
_params.expr_of_dest_slot.emplace(DST_TUPLE_SLOT_ID_START, expr);
_params.src_slot_ids.push_back(SRC_TUPLE_SLOT_ID_START);
}
// author VARCHAR --> VARCHAR
{
TExprNode slot_ref;
slot_ref.node_type = TExprNodeType::SLOT_REF;
slot_ref.type = varchar_type;
slot_ref.num_children = 0;
slot_ref.__isset.slot_ref = true;
slot_ref.slot_ref.slot_id = SRC_TUPLE_SLOT_ID_START + 1; // author id in src tuple
slot_ref.slot_ref.tuple_id = 1;
TExpr expr;
expr.nodes.push_back(slot_ref);
_params.expr_of_dest_slot.emplace(DST_TUPLE_SLOT_ID_START + 1, expr);
_params.src_slot_ids.push_back(SRC_TUPLE_SLOT_ID_START + 1);
}
// title VARCHAR --> VARCHAR
{
TExprNode slot_ref;
slot_ref.node_type = TExprNodeType::SLOT_REF;
slot_ref.type = varchar_type;
slot_ref.num_children = 0;
slot_ref.__isset.slot_ref = true;
slot_ref.slot_ref.slot_id = SRC_TUPLE_SLOT_ID_START + 2; // log_time id in src tuple
slot_ref.slot_ref.tuple_id = 1;
TExpr expr;
expr.nodes.push_back(slot_ref);
_params.expr_of_dest_slot.emplace(DST_TUPLE_SLOT_ID_START + 2, expr);
_params.src_slot_ids.push_back(SRC_TUPLE_SLOT_ID_START + 2);
}
// price VARCHAR --> DOUBLE
{
TTypeDesc int_type;
{
TTypeNode node;
node.__set_type(TTypeNodeType::SCALAR);
TScalarType scalar_type;
scalar_type.__set_type(TPrimitiveType::DOUBLE);
node.__set_scalar_type(scalar_type);
int_type.types.push_back(node);
}
TExprNode cast_expr;
cast_expr.node_type = TExprNodeType::CAST_EXPR;
cast_expr.type = int_type;
cast_expr.__set_opcode(TExprOpcode::CAST);
cast_expr.__set_num_children(1);
cast_expr.__set_output_scale(-1);
cast_expr.__isset.fn = true;
cast_expr.fn.name.function_name = "casttodouble";
cast_expr.fn.binary_type = TFunctionBinaryType::BUILTIN;
cast_expr.fn.arg_types.push_back(varchar_type);
cast_expr.fn.ret_type = int_type;
cast_expr.fn.has_var_args = false;
cast_expr.fn.__set_signature("casttodouble(VARCHAR(*))");
cast_expr.fn.__isset.scalar_fn = true;
cast_expr.fn.scalar_fn.symbol = "doris::CastFunctions::cast_to_double_val";
TExprNode slot_ref;
slot_ref.node_type = TExprNodeType::SLOT_REF;
slot_ref.type = varchar_type;
slot_ref.num_children = 0;
slot_ref.__isset.slot_ref = true;
slot_ref.slot_ref.slot_id = SRC_TUPLE_SLOT_ID_START + 3; // price id in src tuple
slot_ref.slot_ref.tuple_id = 1;
TExpr expr;
expr.nodes.push_back(cast_expr);
expr.nodes.push_back(slot_ref);
_params.expr_of_dest_slot.emplace(DST_TUPLE_SLOT_ID_START + 3, expr);
_params.src_slot_ids.push_back(SRC_TUPLE_SLOT_ID_START + 3);
}
// largeint VARCHAR --> LargeInt
{
TTypeDesc int_type;
{
TTypeNode node;
node.__set_type(TTypeNodeType::SCALAR);
TScalarType scalar_type;
scalar_type.__set_type(TPrimitiveType::LARGEINT);
node.__set_scalar_type(scalar_type);
int_type.types.push_back(node);
}
TExprNode cast_expr;
cast_expr.node_type = TExprNodeType::CAST_EXPR;
cast_expr.type = int_type;
cast_expr.__set_opcode(TExprOpcode::CAST);
cast_expr.__set_num_children(1);
cast_expr.__set_output_scale(-1);
cast_expr.__isset.fn = true;
cast_expr.fn.name.function_name = "casttolargeint";
cast_expr.fn.binary_type = TFunctionBinaryType::BUILTIN;
cast_expr.fn.arg_types.push_back(varchar_type);
cast_expr.fn.ret_type = int_type;
cast_expr.fn.has_var_args = false;
cast_expr.fn.__set_signature("casttolargeint(VARCHAR(*))");
cast_expr.fn.__isset.scalar_fn = true;
cast_expr.fn.scalar_fn.symbol = "doris::CastFunctions::cast_to_large_int_val";
TExprNode slot_ref;
slot_ref.node_type = TExprNodeType::SLOT_REF;
slot_ref.type = varchar_type;
slot_ref.num_children = 0;
slot_ref.__isset.slot_ref = true;
slot_ref.slot_ref.slot_id = SRC_TUPLE_SLOT_ID_START + 4; // price id in src tuple
slot_ref.slot_ref.tuple_id = 1;
TExpr expr;
expr.nodes.push_back(cast_expr);
expr.nodes.push_back(slot_ref);
_params.expr_of_dest_slot.emplace(DST_TUPLE_SLOT_ID_START + 4, expr);
_params.src_slot_ids.push_back(SRC_TUPLE_SLOT_ID_START + 4);
}
// decimal VARCHAR --> Decimal
{
TTypeDesc int_type;
{
TTypeNode node;
node.__set_type(TTypeNodeType::SCALAR);
TScalarType scalar_type;
scalar_type.__isset.precision = true;
scalar_type.__isset.scale = true;
scalar_type.__set_precision(-1);
scalar_type.__set_scale(-1);
scalar_type.__set_type(TPrimitiveType::DECIMALV2);
node.__set_scalar_type(scalar_type);
int_type.types.push_back(node);
}
TExprNode cast_expr;
cast_expr.node_type = TExprNodeType::CAST_EXPR;
cast_expr.type = int_type;
cast_expr.__set_opcode(TExprOpcode::CAST);
cast_expr.__set_num_children(1);
cast_expr.__set_output_scale(-1);
cast_expr.__isset.fn = true;
cast_expr.fn.name.function_name = "casttodecimalv2";
cast_expr.fn.binary_type = TFunctionBinaryType::BUILTIN;
cast_expr.fn.arg_types.push_back(varchar_type);
cast_expr.fn.ret_type = int_type;
cast_expr.fn.has_var_args = false;
cast_expr.fn.__set_signature("casttodecimalv2(VARCHAR(*))");
cast_expr.fn.__isset.scalar_fn = true;
cast_expr.fn.scalar_fn.symbol = "doris::DecimalV2Operators::cast_to_decimalv2_val";
TExprNode slot_ref;
slot_ref.node_type = TExprNodeType::SLOT_REF;
slot_ref.type = varchar_type;
slot_ref.num_children = 0;
slot_ref.__isset.slot_ref = true;
slot_ref.slot_ref.slot_id = SRC_TUPLE_SLOT_ID_START + 5; // price id in src tuple
slot_ref.slot_ref.tuple_id = 1;
TExpr expr;
expr.nodes.push_back(cast_expr);
expr.nodes.push_back(slot_ref);
_params.expr_of_dest_slot.emplace(DST_TUPLE_SLOT_ID_START + 5, expr);
_params.src_slot_ids.push_back(SRC_TUPLE_SLOT_ID_START + 5);
}
// _params.__isset.expr_of_dest_slot = true;
_params.__set_dest_tuple_id(TUPLE_ID_DST);
_params.__set_src_tuple_id(TUPLE_ID_SRC);
}
void VJsonScannerTest::init() {
create_expr_info();
init_desc_table();
// Node Id
_tnode.node_id = 0;
_tnode.node_type = TPlanNodeType::SCHEMA_SCAN_NODE;
_tnode.num_children = 0;
_tnode.limit = -1;
_tnode.row_tuples.push_back(0);
_tnode.nullable_tuples.push_back(false);
_tnode.broker_scan_node.tuple_id = 0;
_tnode.__isset.broker_scan_node = true;
}
TEST_F(VJsonScannerTest, simple_array_json) {
auto test_fn = [&](bool using_simdjson) {
bool saved_flag = config::enable_simdjson_reader;
if (using_simdjson) {
config::enable_simdjson_reader = true;
}
Defer __defer([&] { config::enable_simdjson_reader = saved_flag; });
VBrokerScanNode scan_node(&_obj_pool, _tnode, *_desc_tbl);
scan_node.init(_tnode);
auto status = scan_node.prepare(&_runtime_state);
EXPECT_TRUE(status.ok());
// set scan range
std::vector<TScanRangeParams> scan_ranges;
{
TScanRangeParams scan_range_params;
TBrokerScanRange broker_scan_range;
broker_scan_range.params = _params;
TBrokerRangeDesc range;
range.start_offset = 0;
range.size = -1;
range.format_type = TFileFormatType::FORMAT_JSON;
range.strip_outer_array = true;
range.__isset.strip_outer_array = true;
range.__set_num_as_string(true);
range.splittable = true;
range.path = "./be/test/exec/test_data/json_scanner/test_simple2.json";
range.file_type = TFileType::FILE_LOCAL;
broker_scan_range.ranges.push_back(range);
scan_range_params.scan_range.__set_broker_scan_range(broker_scan_range);
scan_ranges.push_back(scan_range_params);
}
scan_node.set_scan_ranges(scan_ranges);
status = scan_node.open(&_runtime_state);
EXPECT_TRUE(status.ok());
bool eof = false;
vectorized::Block block;
status = scan_node.get_next(&_runtime_state, &block, &eof);
EXPECT_TRUE(status.ok());
EXPECT_EQ(2, block.rows());
EXPECT_EQ(6, block.columns());
auto columns = block.get_columns_with_type_and_name();
ASSERT_EQ(columns.size(), 6);
ASSERT_EQ(columns[0].to_string(0), "reference");
ASSERT_EQ(columns[0].to_string(1), "fiction");
ASSERT_EQ(columns[1].to_string(0), "NigelRees");
ASSERT_EQ(columns[1].to_string(1), "EvelynWaugh");
ASSERT_EQ(columns[2].to_string(0), "SayingsoftheCentury");
ASSERT_EQ(columns[2].to_string(1), "SwordofHonour");
ASSERT_EQ(columns[3].to_string(0), "8.950000");
ASSERT_EQ(columns[3].to_string(1), "12.990000");
ASSERT_EQ(columns[4].to_string(0), "1234");
ASSERT_EQ(columns[4].to_string(1), "1180591620717411303424");
ASSERT_EQ(columns[5].to_string(0), "1234.123400000");
ASSERT_EQ(columns[5].to_string(1), "9999999999999.999999000");
block.clear();
status = scan_node.get_next(&_runtime_state, &block, &eof);
ASSERT_EQ(0, block.rows());
ASSERT_TRUE(eof);
scan_node.close(&_runtime_state);
};
test_fn(true);
test_fn(false);
}
TEST_F(VJsonScannerTest, use_jsonpaths_with_file_reader) {
auto test_fn = [&](bool using_simdjson) {
bool saved_flag = config::enable_simdjson_reader;
if (using_simdjson) {
config::enable_simdjson_reader = true;
}
Defer __defer([&] { config::enable_simdjson_reader = saved_flag; });
VBrokerScanNode scan_node(&_obj_pool, _tnode, *_desc_tbl);
scan_node.init(_tnode);
auto status = scan_node.prepare(&_runtime_state);
EXPECT_TRUE(status.ok());
// set scan range
std::vector<TScanRangeParams> scan_ranges;
{
TScanRangeParams scan_range_params;
TBrokerScanRange broker_scan_range;
broker_scan_range.params = _params;
TBrokerRangeDesc range;
range.start_offset = 0;
range.size = -1;
range.format_type = TFileFormatType::FORMAT_JSON;
range.strip_outer_array = true;
range.__isset.strip_outer_array = true;
range.splittable = true;
range.path = "./be/test/exec/test_data/json_scanner/test_simple2.json";
range.file_type = TFileType::FILE_LOCAL;
range.jsonpaths =
"[\"$.category\", \"$.author\", \"$.title\", \"$.price\", \"$.largeint\", "
"\"$.decimal\"]";
range.__isset.jsonpaths = true;
broker_scan_range.ranges.push_back(range);
scan_range_params.scan_range.__set_broker_scan_range(broker_scan_range);
scan_ranges.push_back(scan_range_params);
}
scan_node.set_scan_ranges(scan_ranges);
status = scan_node.open(&_runtime_state);
EXPECT_TRUE(status.ok());
bool eof = false;
vectorized::Block block;
status = scan_node.get_next(&_runtime_state, &block, &eof);
EXPECT_TRUE(status.ok());
EXPECT_EQ(2, block.rows());
EXPECT_EQ(6, block.columns());
auto columns = block.get_columns_with_type_and_name();
ASSERT_EQ(columns.size(), 6);
ASSERT_EQ(columns[0].to_string(0), "reference");
ASSERT_EQ(columns[0].to_string(1), "fiction");
ASSERT_EQ(columns[1].to_string(0), "NigelRees");
ASSERT_EQ(columns[1].to_string(1), "EvelynWaugh");
ASSERT_EQ(columns[2].to_string(0), "SayingsoftheCentury");
ASSERT_EQ(columns[2].to_string(1), "SwordofHonour");
block.clear();
status = scan_node.get_next(&_runtime_state, &block, &eof);
ASSERT_EQ(0, block.rows());
ASSERT_TRUE(eof);
scan_node.close(&_runtime_state);
};
test_fn(true);
test_fn(false);
}
TEST_F(VJsonScannerTest, use_jsonpaths_with_line_reader) {
auto test_fn = [&](bool using_simdjson) {
bool saved_flag = config::enable_simdjson_reader;
if (using_simdjson) {
config::enable_simdjson_reader = true;
}
Defer __defer([&] { config::enable_simdjson_reader = saved_flag; });
VBrokerScanNode scan_node(&_obj_pool, _tnode, *_desc_tbl);
scan_node.init(_tnode);
auto status = scan_node.prepare(&_runtime_state);
EXPECT_TRUE(status.ok());
std::vector<TScanRangeParams> scan_ranges;
{
TScanRangeParams scan_range_params;
TBrokerScanRange broker_scan_range;
broker_scan_range.params = _params;
TBrokerRangeDesc range;
range.start_offset = 0;
range.size = -1;
range.format_type = TFileFormatType::FORMAT_JSON;
range.splittable = true;
range.strip_outer_array = true;
range.__isset.strip_outer_array = true;
range.path = "./be/test/exec/test_data/json_scanner/test_simple2.json";
range.file_type = TFileType::FILE_LOCAL;
range.jsonpaths =
"[\"$.category\", \"$.author\", \"$.title\", \"$.price\", \"$.largeint\", "
"\"$.decimal\"]";
range.__isset.jsonpaths = true;
range.read_json_by_line = true;
range.__isset.read_json_by_line = true;
broker_scan_range.ranges.push_back(range);
scan_range_params.scan_range.__set_broker_scan_range(broker_scan_range);
scan_ranges.push_back(scan_range_params);
}
scan_node.set_scan_ranges(scan_ranges);
status = scan_node.open(&_runtime_state);
EXPECT_TRUE(status.ok());
bool eof = false;
vectorized::Block block;
status = scan_node.get_next(&_runtime_state, &block, &eof);
EXPECT_TRUE(status.ok());
EXPECT_EQ(2, block.rows());
EXPECT_EQ(6, block.columns());
auto columns = block.get_columns_with_type_and_name();
ASSERT_EQ(columns.size(), 6);
ASSERT_EQ(columns[0].to_string(0), "reference");
ASSERT_EQ(columns[0].to_string(1), "fiction");
ASSERT_EQ(columns[1].to_string(0), "NigelRees");
ASSERT_EQ(columns[1].to_string(1), "EvelynWaugh");
ASSERT_EQ(columns[2].to_string(0), "SayingsoftheCentury");
ASSERT_EQ(columns[2].to_string(1), "SwordofHonour");
block.clear();
status = scan_node.get_next(&_runtime_state, &block, &eof);
ASSERT_EQ(0, block.rows());
ASSERT_TRUE(eof);
scan_node.close(&_runtime_state);
};
test_fn(true);
test_fn(false);
}
TEST_F(VJsonScannerTest, use_jsonpaths_mismatch) {
auto test_fn = [&](bool using_simdjson) {
bool saved_flag = config::enable_simdjson_reader;
if (using_simdjson) {
config::enable_simdjson_reader = true;
}
Defer __defer([&] { config::enable_simdjson_reader = saved_flag; });
VBrokerScanNode scan_node(&_obj_pool, _tnode, *_desc_tbl);
scan_node.init(_tnode);
auto status = scan_node.prepare(&_runtime_state);
EXPECT_TRUE(status.ok());
// set scan range
std::vector<TScanRangeParams> scan_ranges;
{
TScanRangeParams scan_range_params;
TBrokerScanRange broker_scan_range;
broker_scan_range.params = _params;
TBrokerRangeDesc range;
range.start_offset = 0;
range.size = -1;
range.format_type = TFileFormatType::FORMAT_JSON;
range.strip_outer_array = true;
range.__isset.strip_outer_array = true;
range.splittable = true;
range.path = "./be/test/exec/test_data/json_scanner/test_simple2.json";
range.file_type = TFileType::FILE_LOCAL;
range.jsonpaths = "[\"$.k1\", \"$.k2\", \"$.k3\", \"$.k4\", \"$.k5\", \"$.k6\"]";
range.__isset.jsonpaths = true;
broker_scan_range.ranges.push_back(range);
scan_range_params.scan_range.__set_broker_scan_range(broker_scan_range);
scan_ranges.push_back(scan_range_params);
}
scan_node.set_scan_ranges(scan_ranges);
status = scan_node.open(&_runtime_state);
EXPECT_TRUE(status.ok());
bool eof = false;
vectorized::Block block;
status = scan_node.get_next(&_runtime_state, &block, &eof);
EXPECT_TRUE(status.ok());
EXPECT_EQ(2, block.rows());
EXPECT_EQ(6, block.columns());
auto columns = block.get_columns_with_type_and_name();
ASSERT_EQ(columns.size(), 6);
ASSERT_EQ(columns[0].to_string(0), "NULL");
ASSERT_EQ(columns[0].to_string(1), "NULL");
ASSERT_EQ(columns[1].to_string(0), "NULL");
ASSERT_EQ(columns[1].to_string(1), "NULL");
ASSERT_EQ(columns[2].to_string(0), "NULL");
ASSERT_EQ(columns[2].to_string(1), "NULL");
block.clear();
scan_node.close(&_runtime_state);
};
test_fn(true);
test_fn(false);
}
TEST_F(VJsonScannerTest, use_nested_with_jsonpath) {
auto test_fn = [&](bool using_simdjson) {
bool saved_flag = config::enable_simdjson_reader;
if (using_simdjson) {
config::enable_simdjson_reader = true;
}
Defer __defer([&] { config::enable_simdjson_reader = saved_flag; });
VBrokerScanNode scan_node(&_obj_pool, _tnode, *_desc_tbl);
scan_node.init(_tnode);
auto status = scan_node.prepare(&_runtime_state);
EXPECT_TRUE(status.ok());
// set scan range
std::vector<TScanRangeParams> scan_ranges;
{
TScanRangeParams scan_range_params;
TBrokerScanRange broker_scan_range;
broker_scan_range.params = _params;
TBrokerRangeDesc range;
range.start_offset = 0;
range.size = -1;
range.format_type = TFileFormatType::FORMAT_JSON;
range.strip_outer_array = true;
range.__isset.strip_outer_array = true;
range.splittable = true;
range.path = "./be/test/exec/test_data/json_scanner/test_nested.json";
range.file_type = TFileType::FILE_LOCAL;
range.jsonpaths = "[\"$.qid\", \"$.tag\", \"$.creationDate\", \"$.answers[0].user\"]";
range.__isset.jsonpaths = true;
broker_scan_range.ranges.push_back(range);
scan_range_params.scan_range.__set_broker_scan_range(broker_scan_range);
scan_ranges.push_back(scan_range_params);
}
scan_node.set_scan_ranges(scan_ranges);
status = scan_node.open(&_runtime_state);
EXPECT_TRUE(status.ok());
bool eof = false;
vectorized::Block block;
status = scan_node.get_next(&_runtime_state, &block, &eof);
EXPECT_TRUE(status.ok());
EXPECT_EQ(2048, block.rows());
EXPECT_EQ(6, block.columns());
auto columns = block.get_columns_with_type_and_name();
ASSERT_EQ(columns.size(), 6);
EXPECT_EQ(columns[0].to_string(0), "1000000");
EXPECT_EQ(columns[0].to_string(1), "10000005");
EXPECT_EQ(columns[1].to_string(0), "[\"vb6\", \"progress-bar\"]");
EXPECT_EQ(columns[1].to_string(1), "[\"php\", \"arrays\", \"sorting\"]");
EXPECT_EQ(columns[2].to_string(0), "2009-06-16T07:28:42.770");
EXPECT_EQ(columns[2].to_string(1), "2012-04-03T19:25:46.213");
block.clear();
scan_node.close(&_runtime_state);
};
test_fn(true);
test_fn(false);
}
} // namespace vectorized
} // namespace doris