spaces-X commented on a change in pull request #8234:
URL: https://github.com/apache/incubator-doris/pull/8234#discussion_r815708161



##########
File path: be/src/exprs/quantile_function.cpp
##########
@@ -0,0 +1,127 @@
+// 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/quantile_function.h"
+#include "exprs/anyval_util.h"
+#include "gutil/strings/numbers.h"
+#include "gutil/strings/split.h"
+#include "util/quantile_state.h"
+#include "util/string_parser.hpp"
+#include "util/slice.h"
+
+namespace doris {
+
+using doris_udf::DoubleVal;
+using doris_udf::StringVal;
+using doris_udf::FloatVal;
+
+void QuantileStateFunctions::init(){}
+
+void QuantileStateFunctions::quantile_state_init(FunctionContext* ctx, 
StringVal* dst) {
+    dst->is_null = false;
+    dst->len = sizeof(QuantileState<double>);
+    dst->ptr = (uint8_t*) new QuantileState<double>();
+}
+
+static StringVal serialize(FunctionContext* ctx, QuantileState<double>* value) 
{
+    StringVal result(ctx, value->get_serialized_size());
+    value->serialize(result.ptr);
+    return result;
+}
+
+StringVal QuantileStateFunctions::to_quantile_state(FunctionContext* ctx, 
const StringVal& src) {
+    QuantileState<double> quantile_state;
+    quantile_state.set_compression(2048);
+    const AnyVal* digest_compression = ctx->get_constant_arg(1);
+    if (digest_compression != nullptr) {
+        float compression = reinterpret_cast<const 
FloatVal*>(digest_compression)->val;
+        if (compression >= 2048 && compression <= 10000) {
+            quantile_state.set_compression(compression);
+        }
+    }
+    
+    if(!src.is_null) {
+        StringParser::ParseResult parse_result = StringParser::PARSE_SUCCESS;
+        double double_value = StringParser::string_to_float<double>(
+                reinterpret_cast<char*>(src.ptr), src.len, &parse_result);
+        if (UNLIKELY(parse_result != StringParser::PARSE_SUCCESS)) {
+            std::stringstream error_msg;
+            error_msg << "The input: " << 
std::string(reinterpret_cast<char*>(src.ptr), src.len)
+                      << " is not valid, to_bitmap only support bigint value 
from 0 to "
+                         "18446744073709551615 currently";
+            ctx->set_error(error_msg.str().c_str());
+            return StringVal::null();
+        }
+        quantile_state.add_value(double_value);
+    }
+    return serialize(ctx, &quantile_state);
+}
+
+void QuantileStateFunctions::quantile_union(FunctionContext* ctx, const 
StringVal& src, StringVal* dst) {
+    if(src.is_null) {
+        return;
+    }
+    auto dst_quantile = reinterpret_cast<QuantileState<double>*>(dst->ptr);
+    if(src.len == 0) {
+        
dst_quantile->merge(*reinterpret_cast<QuantileState<double>*>(src.ptr));
+    } else {
+        QuantileState<double> state(Slice(src.ptr, src.len));
+        dst_quantile->merge(state);
+    }
+}
+
+DoubleVal QuantileStateFunctions::quantile_percent(FunctionContext* ctx, 
StringVal& src) {
+    const AnyVal* percentile = ctx->get_constant_arg(1);
+    if (percentile != nullptr) {
+        float percentile_value = reinterpret_cast<const 
FloatVal*>(percentile)->val;
+        if (percentile_value > 1 || percentile_value <0)
+        {
+            std::stringstream error_msg;
+            error_msg<< "The percentile must between 0 and 1, but input is:" 
<< std::to_string(percentile_value);
+            ctx->set_error(error_msg.str().c_str());
+            return DoubleVal::null();
+        }
+        
+        if (src.len == 0) {
+            auto quantile_state = 
reinterpret_cast<QuantileState<double>*>(src.ptr);
+            return 
{static_cast<double>(quantile_state->get_value_by_percentile(percentile_value))};
+        } else {
+            QuantileState<double> quantile_state(Slice(src.ptr, src.len));
+            return 
{static_cast<double>(quantile_state.get_value_by_percentile(percentile_value))};
+        }
+
+
+    } else {
+        std::stringstream error_msg;
+        error_msg << "quantile_percent function's second argument must be 
constant. eg: quantile_percent(col, 0.95)";
+        ctx->set_error(error_msg.str().c_str()); 
+    }
+    return  DoubleVal::null();
+}
+
+StringVal QuantileStateFunctions::quantile_state_serialize(FunctionContext* 
ctx, const StringVal& src) {
+    if(src.is_null) {
+        return src;
+
+    }
+    auto tmp_ptr = reinterpret_cast<QuantileState<double>*>(src.ptr);
+    StringVal result = serialize(ctx, tmp_ptr);
+    delete tmp_ptr;

Review comment:
       This function will be called in the PartitionedAggregationNode.
   The memory is allocated from `quantile_state_init` initialize with a `empty 
quantile_state object`.
   The `empty quantile_state` object is for aggregate calculations and it can 
be deleted after the aggregated results are serialized.




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