📝 Add docstrings to clone-KIP-1052-PR

Docstrings generation was requested by @PrathameshD1408.

* #19 (comment)

The following files were modified:

* `tools/src/main/java/org/apache/kafka/tools/ProducerPerformance.java`

Author: coderabbitai[bot]

tools/src/main/java/org/apache/kafka/tools/ProducerPerformance.java

@@ -57,6 +57,17 @@ public static void main(String[] args) throws Exception {
         perf.start(args);
     }
 
+    /**
+     * Runs the producer-performance test based on command-line arguments, producing records to Kafka and reporting metrics.
+     *
+     * Parses the provided CLI arguments, constructs and configures a KafkaProducer, optionally initializes transactions
+     * and a warmup period, sends the configured number of records while applying throughput throttling, collects latency
+     * and throughput statistics (including separate steady-state stats when a warmup is configured), and prints final
+     * summaries and producer metrics as requested.
+     *
+     * @param args command-line arguments for this tool (see {@link #argParser()})
+     * @throws IOException if reading producer configuration or payload files fails
+     */
     void start(String[] args) throws IOException {
         ArgumentParser parser = argParser();
 
@@ -158,6 +169,12 @@ record = new ProducerRecord<>(config.topicName, payload);
 
     }
 
+    /**
+     * Create a Kafka producer configured with the supplied properties.
+     *
+     * @param props producer configuration properties
+     * @return a new KafkaProducer<byte[], byte[]> configured with the given properties
+     */
     KafkaProducer<byte[], byte[]> createKafkaProducer(Properties props) {
         return new KafkaProducer<>(props);
     }
@@ -166,6 +183,24 @@ KafkaProducer<byte[], byte[]> createKafkaProducer(Properties props) {
     Stats stats;
     Stats steadyStateStats;
 
+    /**
+     * Selects or generates a message payload according to the provided inputs.
+     *
+     * If `payloadByteList` is non-empty a random entry from the list is returned.
+     * Otherwise, if `recordSize` is non-null the supplied `payload` buffer is filled
+     * with random uppercase ASCII letters and returned. If `payloadMonotonic` is true
+     * the UTF-8 bytes of `recordValue` are returned. If none of these sources is
+     * available an exception is thrown.
+     *
+     * @param recordSize      fixed payload size to generate; if non-null the method fills and returns `payload`
+     * @param payloadByteList list of predefined payloads; a random element is chosen when non-empty
+     * @param payload         buffer to fill when `recordSize` is provided; its length should equal `recordSize`
+     * @param random          source of randomness for selecting list entries or generating bytes
+     * @param payloadMonotonic when true produce a payload from `recordValue` instead of random content
+     * @param recordValue     numeric value converted to UTF-8 bytes when `payloadMonotonic` is true
+     * @return the payload byte array to send
+     * @throws IllegalArgumentException if no payload list, record size, or monotonic option is provided
+     */
     static byte[] generateRandomPayload(Integer recordSize, List<byte[]> payloadByteList, byte[] payload,
             SplittableRandom random, boolean payloadMonotonic, long recordValue) {
         if (!payloadByteList.isEmpty()) {
@@ -181,6 +216,19 @@ static byte[] generateRandomPayload(Integer recordSize, List<byte[]> payloadByte
         return payload;
     }
 
+    /**
+     * Build producer Properties from an optional properties file and a list of key=value overrides.
+     *
+     * Merges properties loaded from the file at producerConfig (if provided) with any producerProps
+     * entries (each must be "key=value"), ensures key and value serializers are set to
+     * ByteArraySerializer, and sets a default client id of "perf-producer-client" when none is present.
+     *
+     * @param producerProps list of producer properties in "key=value" form; may be null
+     * @param producerConfig path to a properties file to load; may be null
+     * @return a Properties instance containing the merged and normalized producer configuration
+     * @throws IOException if loading properties from producerConfig fails
+     * @throws IllegalArgumentException if any string in producerProps is not in "key=value" format
+     */
     static Properties readProps(List<String> producerProps, String producerConfig) throws IOException {
         Properties props = new Properties();
         if (producerConfig != null) {
@@ -222,7 +270,15 @@ static List<byte[]> readPayloadFile(String payloadFilePath, String payloadDelimi
         return payloadByteList;
     }
 
-    /** Get the command-line argument parser. */
+    /**
+     * Create and configure the command-line ArgumentParser for the producer-performance tool.
+     *
+     * The parser defines options for topic, number of records, payload selection (exactly one of
+     * --record-size, --payload-file, or --payload-monotonic), payload delimiter, throughput throttling,
+     * producer properties/config file, metrics printing, transaction settings, and warmup records.
+     *
+     * @return the configured ArgumentParser for the producer-performance tool
+     */
     static ArgumentParser argParser() {
         ArgumentParser parser = ArgumentParsers
                 .newArgumentParser("producer-performance")
@@ -376,10 +432,26 @@ static class Stats {
         private final boolean isSteadyState;
         private boolean steadyStateActive;
 
+        /**
+         * Creates a Stats collector configured for a non–steady-state run.
+         *
+         * @param numRecords the expected total number of records to size internal sampling structures
+         */
         public Stats(long numRecords) {
             this(numRecords, false);
         }
 
+        /**
+         * Initialize a Stats accumulator for the given total record count and mode.
+         *
+         * Sets timestamps, sampling rate, allocates the latency sample buffer sized for
+         * the provided record count and sampling, and initializes counters and window
+         * bookkeeping. Also configures whether this Stats instance represents a steady-state
+         * measurement and whether steady-state reporting is active.
+         *
+         * @param numRecords total number of records that will be measured; used to compute sampling rate and buffer size
+         * @param isSteadyState true if this Stats instance should operate in steady-state mode (affects reporting and activation)
+         */
         public Stats(long numRecords, boolean isSteadyState) {
             this.start = System.currentTimeMillis();
             this.windowStart = System.currentTimeMillis();
@@ -398,6 +470,18 @@ public Stats(long numRecords, boolean isSteadyState) {
             this.steadyStateActive = isSteadyState;
         }
 
+        /**
+         * Record a single send result into the aggregated and windowed statistics.
+         *
+         * Updates total counters (count, bytes, total and max latency), updates the current window
+         * counters, samples the latency into the latency buffer according to the sampling rate,
+         * and, when the reporting interval has elapsed, prints the current window (respecting
+         * steady-state settings) and starts a new window.
+         *
+         * @param latency latency of the recorded send in milliseconds
+         * @param bytes   number of payload bytes for the recorded send
+         * @param time    current time in milliseconds used to evaluate the reporting interval
+         */
         public void record(int latency, int bytes, long time) {
             this.count++;
             this.bytes += bytes;
@@ -463,6 +547,14 @@ public void newWindow() {
             this.windowBytes = 0;
         }
 
+        /**
+         * Prints aggregated performance metrics to standard output, including total records sent, throughput
+         * (records/sec and MB/sec), average latency, maximum latency, and latency percentiles (50th, 95th,
+         * 99th, and 99.9th).
+         *
+         * If this Stats instance represents steady-state measurements, the output includes the text
+         * " steady state" after the record count.
+         */
         public void printTotal() {
             long elapsed = System.currentTimeMillis() - start;
             double recsPerSec = 1000.0 * count / (double) elapsed;
@@ -499,13 +591,31 @@ static final class PerfCallback implements Callback {
         private final Stats stats;
         private final Stats steadyStateStats;
 
+        /**
+         * Create a callback that records send latency and bytes into the provided statistics collectors.
+         *
+         * @param start the send start time in milliseconds since the epoch
+         * @param bytes the number of bytes in the sent payload
+         * @param stats the main Stats instance to receive latency and byte measurements
+         * @param steadyStateStats an optional Stats instance to receive steady-state measurements; may be null
+         */
         public PerfCallback(long start, int bytes, Stats stats, Stats steadyStateStats) {
             this.start = start;
             this.stats = stats;
             this.steadyStateStats = steadyStateStats;
             this.bytes = bytes;
         }
 
+        /**
+         * Handle completion of a produce request by updating statistics on success or reporting the error.
+         *
+         * When the send succeeds (exception is null), records the measured latency and byte count into the main
+         * Stats instance and, if present, into the steady-state Stats; also increments their iteration counters.
+         * If an exception is present, prints its stack trace.
+         *
+         * @param metadata  metadata for the sent record (may be null if the send failed)
+         * @param exception the exception that occurred during send, or null on success
+         */
         public void onCompletion(RecordMetadata metadata, Exception exception) {
             long now = System.currentTimeMillis();
             int latency = (int) (now - start);
@@ -537,6 +647,19 @@ static final class ConfigPostProcessor {
         final boolean transactionsEnabled;
         final List<byte[]> payloadByteList;
 
+        /**
+         * Parse and validate command-line arguments, load payload and producer properties,
+         * and initialize runtime configuration fields for the performance producer (topicName,
+         * numRecords, warmupRecords, recordSize, throughput, payloadMonotonic, shouldPrintMetrics,
+         * payloadByteList, producerProps, transactionsEnabled, transactionDurationMs).
+         *
+         * @param parser the configured ArgumentParser for the producer-performance CLI
+         * @param args the command-line arguments to parse
+         * @throws IOException if reading the payload or producer properties file fails
+         * @throws ArgumentParserException if required arguments are missing or invalid (for example:
+         *         --num-records <= 0, --warmup-records >= --num-records, missing producer config,
+         *         nonpositive --record-size, or nonpositive --transaction-duration-ms)
+         */
         public ConfigPostProcessor(ArgumentParser parser, String[] args) throws IOException, ArgumentParserException {
             Namespace namespace = parser.parseArgs(args);
             this.topicName = namespace.getString("topic");
@@ -591,4 +714,4 @@ public ConfigPostProcessor(ArgumentParser parser, String[] args) throws IOExcept
             this.transactionDurationMs = transactionDurationMsArg;
         }
     }
-}
+}