// 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 "exprs/json_functions.h" #include #include #include #include #include #include #include #include #include #include #include #include "exprs/expr.h" #include "exprs/anyval_util.h" #include "common/logging.h" #include "olap/olap_define.h" #include "runtime/string_value.h" #include "runtime/tuple_row.h" #include "rapidjson/error/en.h" namespace doris { // static const re2::RE2 JSON_PATTERN("^([a-zA-Z0-9_\\-\\:\\s#\\|\\.]*)(?:\\[([0-9]+)\\])?"); // json path cannot contains: ", [, ] static const re2::RE2 JSON_PATTERN("^([^\\\"\\[\\]]*)(?:\\[([0-9]+|\\*)\\])?"); void JsonFunctions::init() { } IntVal JsonFunctions::get_json_int( FunctionContext* context, const StringVal& json_str, const StringVal& path) { if (json_str.is_null || path.is_null) { return IntVal::null(); } std::string json_string((char*)json_str.ptr, json_str.len); std::string path_string((char*)path.ptr, path.len); rapidjson::Document document; rapidjson::Value* root = get_json_object(context, json_string, path_string, JSON_FUN_INT, &document); if (root != nullptr && root->IsInt()) { return IntVal(root->GetInt()); } else { return IntVal::null(); } } StringVal JsonFunctions::get_json_string( FunctionContext* context, const StringVal& json_str, const StringVal& path) { if (json_str.is_null || path.is_null) { return StringVal::null(); } std::string json_string((char*)json_str.ptr, json_str.len); std::string path_string((char*)path.ptr, path.len); rapidjson::Document document; rapidjson::Value* root = get_json_object(context, json_string, path_string, JSON_FUN_STRING, &document); if (root == nullptr || root->IsNull()) { return StringVal::null(); } else if (root->IsString()) { return AnyValUtil::from_string_temp(context, root->GetString()); } else { rapidjson::StringBuffer buf; rapidjson::Writer writer(buf); root->Accept(writer); return AnyValUtil::from_string_temp(context, std::string(buf.GetString())); } } DoubleVal JsonFunctions::get_json_double( FunctionContext* context, const StringVal& json_str, const StringVal& path) { if (json_str.is_null || path.is_null) { return DoubleVal::null(); } std::string json_string((char*)json_str.ptr, json_str.len); std::string path_string((char*)path.ptr, path.len); rapidjson::Document document; rapidjson::Value* root = get_json_object(context, json_string, path_string, JSON_FUN_DOUBLE, &document); if (root == nullptr || root->IsNull()) { return DoubleVal::null(); } else if (root->IsInt()) { return DoubleVal(static_cast(root->GetInt())); } else if (root->IsDouble()) { return DoubleVal(root->GetDouble()); } else { return DoubleVal::null(); } } rapidjson::Value* JsonFunctions::match_value( const std::vector& parsed_paths, rapidjson::Value* document, rapidjson::Document::AllocatorType& mem_allocator, bool is_insert_null) { rapidjson::Value* root = document; rapidjson::Value* array_obj = nullptr; for (int i = 1; i < parsed_paths.size(); i++) { VLOG(10) << "parsed_paths: " << parsed_paths[i].debug_string(); if (root == nullptr || root->IsNull()) { return nullptr; } if (UNLIKELY(!parsed_paths[i].is_valid)) { return nullptr; } const std::string& col = parsed_paths[i].key; int index = parsed_paths[i].idx; if (LIKELY(!col.empty())) { if (root->IsArray()) { array_obj = static_cast( mem_allocator.Malloc(sizeof(rapidjson::Value))); array_obj->SetArray(); bool is_null = true; // if array ,loop the array,find out all Objects,then find the results from the objects for (int j = 0; j < root->Size(); j++) { rapidjson::Value* json_elem = &((*root)[j]); if (json_elem->IsArray() || json_elem->IsNull()) { continue; } else { if (!json_elem->IsObject()) { continue; } if (!json_elem->HasMember(col.c_str())) { if (is_insert_null) { // not found item, then insert a null object. is_null = false; rapidjson::Value nullObject(rapidjson::kNullType); array_obj->PushBack(nullObject, mem_allocator); } continue; } rapidjson::Value* obj = &((*json_elem)[col.c_str()]); if (obj->IsArray()) { is_null = false; for (int k = 0; k < obj->Size(); k++) { array_obj->PushBack((*obj)[k], mem_allocator); } } else if (!obj->IsNull()) { is_null = false; array_obj->PushBack(*obj, mem_allocator); } } } root = is_null ? &(array_obj->SetNull()) : array_obj; } else if (root->IsObject()){ if (!root->HasMember(col.c_str())) { return nullptr; } else { root = &((*root)[col.c_str()]); } } else { // root is not a nested type, return NULL return nullptr; } } if (UNLIKELY(index != -1)) { // judge the rapidjson:Value, which base the top's result, // if not array return NULL;else get the index value from the array if (root->IsArray()) { if (root->IsNull()) { return nullptr; } else if (index == -2) { // [*] array_obj = static_cast( mem_allocator.Malloc(sizeof(rapidjson::Value))); array_obj->SetArray(); for (int j = 0; j < root->Size(); j++) { rapidjson::Value v; v.CopyFrom((*root)[j], mem_allocator); array_obj->PushBack(v, mem_allocator); } root = array_obj; } else if (index >= root->Size()) { return nullptr; } else { root = &((*root)[index]); } } else { return nullptr; } } } return root; } rapidjson::Value* JsonFunctions::get_json_object( FunctionContext* context, const std::string& json_string, const std::string& path_string, const JsonFunctionType& fntype, rapidjson::Document* document) { // split path by ".", and escape quota by "\" // eg: // '$.text#abc.xyz' -> [$, text#abc, xyz] // '$."text.abc".xyz' -> [$, text.abc, xyz] // '$."text.abc"[1].xyz' -> [$, text.abc[1], xyz] std::vector* parsed_paths; std::vector tmp_parsed_paths; #ifndef BE_TEST parsed_paths = reinterpret_cast*>(context->get_function_state(FunctionContext::FRAGMENT_LOCAL)); if (parsed_paths == nullptr) { boost::tokenizer> tok(path_string, boost::escaped_list_separator("\\", ".", "\"")); std::vector paths(tok.begin(), tok.end()); get_parsed_paths(paths, &tmp_parsed_paths); parsed_paths = &tmp_parsed_paths; } #else boost::tokenizer> tok(path_string, boost::escaped_list_separator("\\", ".", "\"")); std::vector paths(tok.begin(), tok.end()); get_parsed_paths(paths, &tmp_parsed_paths); parsed_paths = &tmp_parsed_paths; #endif VLOG(10) << "first parsed path: " << (*parsed_paths)[0].debug_string(); if (!(*parsed_paths)[0].is_valid) { return document; } if (UNLIKELY((*parsed_paths).size() == 1)) { if (fntype == JSON_FUN_STRING) { document->SetString(json_string.c_str(), document->GetAllocator()); } else { return document; } } //rapidjson::Document document; document->Parse(json_string.c_str()); if (UNLIKELY(document->HasParseError())) { VLOG(1) << "Error at offset " << document->GetErrorOffset() << ": " << GetParseError_En(document->GetParseError()); document->SetNull(); return document; } return match_value(*parsed_paths, document, document->GetAllocator()); } rapidjson::Value* JsonFunctions::get_json_array_from_parsed_json( const std::string& json_path, rapidjson::Value* document, rapidjson::Document::AllocatorType& mem_allocator) { std::vector vec; parse_json_paths(json_path, &vec); return get_json_array_from_parsed_json(vec, document, mem_allocator); } rapidjson::Value* JsonFunctions::get_json_array_from_parsed_json( const std::vector& parsed_paths, rapidjson::Value* document, rapidjson::Document::AllocatorType& mem_allocator) { if (!parsed_paths[0].is_valid) { return nullptr; } rapidjson::Value* root = match_value(parsed_paths, document, mem_allocator, true); if (root == nullptr || root == document) { // not found return nullptr; } else if (!root->IsArray()) { rapidjson::Value* array_obj = nullptr; array_obj = static_cast( mem_allocator.Malloc(sizeof(rapidjson::Value))); array_obj->SetArray(); array_obj->PushBack(*root, mem_allocator); return array_obj; } return root; } rapidjson::Value* JsonFunctions::get_json_object_from_parsed_json( const std::vector& parsed_paths, rapidjson::Value* document, rapidjson::Document::AllocatorType& mem_allocator) { if (!parsed_paths[0].is_valid) { return nullptr; } rapidjson::Value* root = match_value(parsed_paths, document, mem_allocator, true); if (root == nullptr || root == document) { // not found return nullptr; } return root; } void JsonFunctions::json_path_prepare( doris_udf::FunctionContext* context, doris_udf::FunctionContext::FunctionStateScope scope) { if (scope != FunctionContext::FRAGMENT_LOCAL) { return; } if (!context->is_arg_constant(1)) { return; } StringVal* path = reinterpret_cast(context->get_constant_arg(1)); if (path->is_null) { return; } std::string path_str(reinterpret_cast(path->ptr), path->len); boost::tokenizer> tok(path_str, boost::escaped_list_separator("\\", ".", "\"")); std::vector path_exprs(tok.begin(), tok.end()); std::vector* parsed_paths = new std::vector(); get_parsed_paths(path_exprs, parsed_paths); context->set_function_state(scope, parsed_paths); VLOG(10) << "prepare json path. size: " << parsed_paths->size(); } void JsonFunctions::json_path_close( doris_udf::FunctionContext* context, doris_udf::FunctionContext::FunctionStateScope scope) { if (scope != FunctionContext::FRAGMENT_LOCAL) { return; } std::vector* parsed_paths = reinterpret_cast*>(context->get_function_state(scope)); if (parsed_paths != nullptr) { delete parsed_paths; VLOG(10) << "close json path"; } } void JsonFunctions::parse_json_paths( const std::string& path_string, std::vector* parsed_paths) { // split path by ".", and escape quota by "\" // eg: // '$.text#abc.xyz' -> [$, text#abc, xyz] // '$."text.abc".xyz' -> [$, text.abc, xyz] // '$."text.abc"[1].xyz' -> [$, text.abc[1], xyz] boost::tokenizer> tok(path_string, boost::escaped_list_separator("\\", ".", "\"")); std::vector paths(tok.begin(), tok.end()); get_parsed_paths(paths, parsed_paths); } void JsonFunctions::get_parsed_paths( const std::vector& path_exprs, std::vector* parsed_paths) { if (path_exprs[0] != "$") { parsed_paths->emplace_back("", -1, false); } else { parsed_paths->emplace_back("$", -1, true); } for (int i = 1; i < path_exprs.size(); i++) { std::string col; std::string index; if (UNLIKELY(!RE2::FullMatch(path_exprs[i], JSON_PATTERN, &col, &index))) { parsed_paths->emplace_back("", -1, false); } else { int idx = -1; if (!index.empty()) { if (index == "*") { idx = -2; } else { idx = atoi(index.c_str()); } } parsed_paths->emplace_back(col, idx, true); } } } }