KurtYoung commented on a change in pull request #10239: [FLINK-11491][end2end] 
Support all TPC-DS queries
URL: https://github.com/apache/flink/pull/10239#discussion_r349973626
 
 

 ##########
 File path: 
flink-end-to-end-tests/flink-tpcds-test/src/main/java/org/apache/flink/table/tpcds/utils/AnswerFormatter.java
 ##########
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+/*
+ * 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.
+ */
+
+package org.apache.flink.table.tpcds.utils;
+
+import org.apache.flink.api.java.utils.ParameterTool;
+
+import java.io.BufferedReader;
+import java.io.BufferedWriter;
+import java.io.File;
+import java.io.FileReader;
+import java.io.FileWriter;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.stream.Collectors;
+
+/**
+ * Answer set format tool class. convert delimiter from spaces or tabs to 
bar('|') in TPC-DS answer set.
+ * before convert, need to format TPC-DS result as following:
+ * 1. split answer set which has multi query results to multi answer set, 
includes query14, 23, 24, 39.
+ * 2. replace tabs by spaces in answer set by vim.
+ * (1) cd answer_set directory
+ * (2) vim 1.ans with command model,
+ * :set ts=8
+ * :set noexpandtab
+ * :%retab!
+ * :args ./*.ans
+ * :argdo %retab! |update
+ * (3) save and quit vim.
+ */
+public class AnswerFormatter {
+
+       private static final int SPACE_BETWEEN_COL = 1;
+       private static final String RESULT_HEAD_STRING_BAR = "|";
+       private static final String RESULT_HEAD_STRING_DASH = "--";
+       private static final String RESULT_HEAD_STRING_SPACE = " ";
+       private static final String COL_DELIMITER = "|";
+       private static final String ANSWER_FILE_SUFFIX = ".ans";
+       private static final String REGEX_SPLIT_BAR = "\\|";
+       private static final String FILE_SEPARATOR = "/";
+
+       /**
+        * 1.flink keeps NULLS_FIRST in ASC order, keeps NULLS_LAST in DESC 
order,
+        * choose corresponding answer set file here.
+        * 2.for query 8态14a态18态70态77, decimal precision of answer set is too 
low
+        * and unreasonable, compare result with result from SQL server, they 
can
+        * strictly match.
+        */
+       private static final List<String> ORIGIN_ANSWER_FILE = Arrays.asList(
+               "1", "2", "3", "4", "5_NULLS_FIRST", "6_NULLS_FIRST", "7", 
"8_SQL_SERVER", "9", "10",
+               "11", "12", "13", "14a_SQL_SERVER", "14b_NULLS_FIRST", 
"15_NULLS_FIRST", "16",
+               "17", "18_SQL_SERVER", "19", "20_NULLS_FIRST", 
"21_NULLS_FIRST", "22_NULLS_FIRST",
+               "23a_NULLS_FIRST", "23b_NULLS_FIRST", "24a", "24b", "25", "26", 
"27_NULLS_FIRST",
+               "28", "29", "30", "31", "32", "33", "34_NULLS_FIRST", 
"35_NULLS_FIRST", "36_NULLS_FIRST",
+               "37", "38", "39a", "39b", "40", "41", "42", "43", "44", "45", 
"46_NULLS_FIRST",
+               "47", "48", "49", "50", "51", "52", "53", "54", "55", 
"56_NULLS_FIRST", "57",
+               "58", "59", "60", "61", "62_NULLS_FIRST", "63", "64", 
"65_NULLS_FIRST", "66_NULLS_FIRST",
+               "67_NULLS_FIRST", "68_NULLS_FIRST", "69", "70_SQL_SERVER", 
"71_NULLS_LAST", "72_NULLS_FIRST", "73",
+               "74", "75", "76_NULLS_FIRST", "77_SQL_SERVER", "78", 
"79_NULLS_FIRST", "80_NULLS_FIRST",
+               "81", "82", "83", "84", "85", "86_NULLS_FIRST", "87", "88", 
"89", "90",
+               "91", "92", "93_NULLS_FIRST", "94", "95", "96", "97", 
"98_NULLS_FIRST", "99_NULLS_FIRST"
+       );
+
+       public static void main(String[] args) throws Exception {
+               ParameterTool params = ParameterTool.fromArgs(args);
+               String originDir = params.getRequired("originDir");
+               String destDir = params.getRequired("destDir");
+               for (int i = 0; i < ORIGIN_ANSWER_FILE.size(); i++) {
+                       String file = ORIGIN_ANSWER_FILE.get(i);
+                       String originFileName = file + ANSWER_FILE_SUFFIX;
+                       String destFileName = file.split("_")[0] + 
ANSWER_FILE_SUFFIX;
+                       File originFIle = new File(originDir + FILE_SEPARATOR + 
originFileName);
+                       File destFile = new File(destDir + FILE_SEPARATOR + 
destFileName);
+                       format(originFIle, destFile);
+               }
+       }
+
+       /**
+        * TPC-DS answer set has three kind of formats, recognize them and 
convert to unified format.
+        * @param originFile origin answer set file from TPC-DS.
+        * @param destFile file to save formatted answer set.
+        * @throws Exception
+        */
+       private static void format(File originFile, File destFile) throws 
Exception {
+               BufferedReader reader = new BufferedReader(new 
FileReader(originFile));
+               BufferedWriter writer = new BufferedWriter(new 
FileWriter(destFile));
+
+               String line;
+               List<Integer> colLengthList;
+               List<String> content = new ArrayList<>();
+               while ((line = reader.readLine()) != null) {
+                       content.add(line);
+               }
+
+               if (isFormat1(content)) {
+                       colLengthList = 
Arrays.stream(content.get(1).split(REGEX_SPLIT_BAR))
+                               .map(col -> col.length())
+                               .collect(Collectors.toList());
+                       writeContent(reader, writer, content, colLengthList);
+               } else if (isFormat2(content)) {
+                       colLengthList = 
Arrays.stream(content.get(1).split(RESULT_HEAD_STRING_SPACE))
+                               .map(col -> col.length())
+                               .collect(Collectors.toList());
+                       writeContent(reader, writer, content, colLengthList);
+               } else {
+                       writeContent(reader, writer, content, null);
+               }
+
+               reader.close();
+               writer.close();
+       }
+
+       private static Boolean isFormat1(List<String> content) {
+               return content.size() > 1
+                       && content.get(0).contains(RESULT_HEAD_STRING_BAR)
+                       && content.get(1).contains(RESULT_HEAD_STRING_DASH);
+       }
+
+       private static Boolean isFormat2(List<String> content) {
+               return content.size() > 1
+                       && content.get(1).contains(RESULT_HEAD_STRING_DASH);
+       }
+
+       private static String formatRow(String row, List<Integer> 
colLengthList) {
+               StringBuilder sb = new StringBuilder();
+               int start;
+               int end = 0;
+               for (int i = 0; i < colLengthList.size(); i++) {
+                       if (i == 0) {
+                               start = end;
+                       } else {
+                               start = end + SPACE_BETWEEN_COL;
+                       }
+
+                       start = start < row.length() ? start : row.length();
+                       end = (start + colLengthList.get(i)) < row.length() ? 
(start + colLengthList.get(i)) : row.length();
+                       sb.append(row.substring(start, end).trim());
+
+                       if (i != colLengthList.size() - 1) {
+                               sb.append(COL_DELIMITER);
+                       }
+               }
+               return sb.toString();
+       }
+
+       private static void writeContent(BufferedReader reader, BufferedWriter 
writer, List<String> content, List<Integer> colLengthList) throws Exception {
 
 Review comment:
   reader is not used

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