Reading 1B row file using Java NIO lib. (#601)

calculate_average_manishgarg90.sh

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+#!/bin/sh
+#
+#  Copyright 2023 The original authors
+#
+#  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.
+#
+
+JAVA_OPTS=""
+java $JAVA_OPTS --class-path target/average-1.0.0-SNAPSHOT.jar dev.morling.onebrc.CalculateAverage_manishgarg90

prepare_manishgarg90.sh

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+#!/bin/bash
+#
+#  Copyright 2023 The original authors
+#
+#  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.
+#
+
+# Uncomment below to use sdk
+# source "$HOME/.sdkman/bin/sdkman-init.sh"
+# sdk use java 21.0.1-graal 1>&2

src/main/java/dev/morling/onebrc/CalculateAverage_manishgarg90.java

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+/*
+ *  Copyright 2023 The original authors
+ *
+ *  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.
+ */
+package dev.morling.onebrc;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.nio.MappedByteBuffer;
+import java.nio.channels.FileChannel;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Paths;
+import java.nio.file.StandardOpenOption;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.TreeMap;
+
+public class CalculateAverage_manishgarg90 {
+
+    private static final String FILE = "./measurements.txt";
+    private static int nProcessors = Runtime.getRuntime().availableProcessors();
+
+    public static void main(String[] args) throws IOException {
+        try (FileChannel channel = FileChannel.open(Paths.get(FILE), StandardOpenOption.READ)) {
+            long fileSize = channel.size();
+            long chunkSize = (fileSize + nProcessors - 1) / nProcessors;
+            long pos = 0;
+
+            List<MappedByteBuffer> buffers = new ArrayList<>(nProcessors);
+
+            for (int i = 0; i < nProcessors; i++) {
+                long endPosition = getEndPosition(channel, pos + chunkSize);
+                long size = endPosition - pos;
+                MappedByteBuffer buffer = channel.map(FileChannel.MapMode.READ_ONLY, pos, size);
+                pos = pos + size;
+                buffers.add(buffer);
+            }
+
+            Map<String, Stat> s = readBufferAndCalculateMeauremenst(buffers);
+            Map<String, Stat> tm = new TreeMap<String, Stat>(s);
+            System.out.println(tm);
+        }
+        catch (IOException e) {
+            e.printStackTrace();
+        }
+
+    }
+
+    private static Map<String, Stat> readBufferAndCalculateMeauremenst(List<MappedByteBuffer> chunks) {
+        return chunks.parallelStream().map(buffer -> {
+            Map<String, Stat> map = new HashMap<>(10_000, 1);
+            int lineStart = 0;
+            int doubleStart = 0;
+            int length = buffer.limit();
+            String station = null;
+            for (int i = 0; i < length; ++i) {
+                byte b = buffer.get(i);
+                if (b == ';') {
+                    byte[] stationBuffer = new byte[i - lineStart];
+                    buffer.position(lineStart);
+                    buffer.get(stationBuffer);
+                    station = new String(stationBuffer, StandardCharsets.UTF_8);
+                    doubleStart = i + 1;
+                }
+                else if (b == '\n') {
+                    byte[] doubleBuffer = new byte[i - doubleStart];
+                    buffer.position(doubleStart);
+                    buffer.get(doubleBuffer);
+                    Double temperature = Double.parseDouble(new String(doubleBuffer));
+                    lineStart = i + 1;
+
+                    // I have station name and temp
+                    Stat s = map.get(station);
+                    if (s == null) {
+                        map.put(station, new Stat(temperature));
+                    }
+                    else {
+                        s.update(temperature);
+                    }
+                }
+            }
+            return map;
+        }).reduce(new HashMap<>(), (map1, map2) -> {
+            Stat s = new Stat();
+            s.merge(map1);
+            s.merge(map2);
+            return s.getResultMap();
+        });
+
+    }
+
+    private static long getEndPosition(FileChannel channel, long position) throws IOException {
+        ByteBuffer buffer = ByteBuffer.allocate(1);
+        while (position < channel.size()) {
+            channel.read(buffer, position);
+
+            if (buffer.get(0) == '\n') {
+                return position + 1;
+            }
+            position++;
+            buffer.clear();
+        }
+        return channel.size();
+    }
+
+    private static final class Stat {
+
+        private Double min = Double.MAX_VALUE;
+        private Double max = Double.MIN_VALUE;
+        private Double sum = 0d;
+        private long count = 0L;
+
+        private Map<String, Stat> resultMap = null;
+
+        public Stat() {
+            this.resultMap = new HashMap<>(10_000, 1);
+        }
+
+        public Stat(Double value) {
+            this.min = value;
+            this.max = value;
+            this.sum += value;
+            this.count++;
+        }
+
+        private void update(Double value) {
+            this.min = Math.min(this.min, value);
+            this.max = Math.max(this.max, value);
+            this.sum = round(this.sum + value);
+            this.count++;
+        }
+
+        private void merge(Map<String, Stat> result) {
+            result.forEach((city, resultRow) -> resultMap.merge(city, resultRow, (existing, incoming) -> {
+                existing.min = Math.min(existing.min, incoming.min);
+                existing.max = Math.max(existing.max, incoming.max);
+                existing.sum += incoming.sum;
+                existing.count += incoming.count;
+                return existing;
+            }));
+        }
+
+        public Map<String, Stat> getResultMap() {
+            return resultMap;
+        }
+
+        private double round(double value) {
+            return Math.round(value * 10.0) / 10.0;
+        }
+
+        @Override
+        public String toString() {
+            return round(min) + "/" + round(sum / count) + "/" + round(max);
+        }
+    }
+}