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transactions.c
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transactions.c
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/*
* librdkafka - Apache Kafka C library
*
* Copyright (c) 2020, Magnus Edenhill
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* 1. Redistributions of source code must retain the above copyright notice,
* this list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
* ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
* LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
* CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
* SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
* INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
* CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
* ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
* POSSIBILITY OF SUCH DAMAGE.
*/
/**
* @name Transactions example
*
* This example show-cases a simple transactional consume-process-produce
* application that reads messages from an input topic, extracts all
* numbers from the message's value string, adds them up, and sends
* the sum to the output topic as part of a transaction.
* The transaction is committed every 5 seconds or 100 messages, whichever
* comes first. As the transaction is committed a new transaction is started.
*
* @remark This example does not yet support incremental rebalancing and thus
* not the cooperative-sticky partition.assignment.strategy.
*/
#include <stdio.h>
#include <signal.h>
#include <unistd.h>
#include <string.h>
#include <stdlib.h>
#include <time.h>
#include <ctype.h>
/* Typical include path would be <librdkafka/rdkafka.h>, but this program
* is builtin from within the librdkafka source tree and thus differs. */
#include "rdkafka.h"
static volatile sig_atomic_t run = 1;
static rd_kafka_t *consumer;
/* From command-line arguments */
static const char *brokers, *input_topic, *output_topic;
/**
* @struct This is the per input partition state, constisting of
* a transactional producer and the in-memory state for the current transaction.
* This demo simply finds all numbers (ascii string numbers) in the message
* payload and adds them.
*/
struct state {
rd_kafka_t *producer; /**< Per-input partition output producer */
rd_kafka_topic_partition_t *rktpar; /**< Back-pointer to the
* input partition. */
time_t last_commit; /**< Last transaction commit */
int msgcnt; /**< Number of messages processed in current txn */
};
/* Current assignment for the input consumer.
* The .opaque field of each partition points to an allocated 'struct state'.
*/
static rd_kafka_topic_partition_list_t *assigned_partitions;
/**
* @brief A fatal error has occurred, immediately exit the application.
*/
#define fatal(...) do { \
fprintf(stderr, "FATAL ERROR: "); \
fprintf(stderr, __VA_ARGS__); \
fprintf(stderr, "\n"); \
exit(1); \
} while (0)
/**
* @brief Same as fatal() but takes an rd_kafka_error_t object, prints its
* error message, destroys the object and then exits fatally.
*/
#define fatal_error(what,error) do { \
fprintf(stderr, "FATAL ERROR: %s: %s: %s\n", \
what, rd_kafka_error_name(error), \
rd_kafka_error_string(error)); \
rd_kafka_error_destroy(error); \
exit(1); \
} while (0)
/**
* @brief Signal termination of program
*/
static void stop (int sig) {
run = 0;
}
/**
* @brief Message delivery report callback.
*
* This callback is called exactly once per message, indicating if
* the message was succesfully delivered
* (rkmessage->err == RD_KAFKA_RESP_ERR_NO_ERROR) or permanently
* failed delivery (rkmessage->err != RD_KAFKA_RESP_ERR_NO_ERROR).
*
* The callback is triggered from rd_kafka_poll(), rd_kafka_flush(),
* rd_kafka_abort_transaction() and rd_kafka_commit_transaction() and
* executes on the application's thread.
*
* The current transactional will enter the abortable state if any
* message permanently fails delivery and the application must then
* call rd_kafka_abort_transaction(). But it does not need to be done from
* here, this state is checked by all the transactional APIs and it is better
* to perform this error checking when calling
* rd_kafka_send_offsets_to_transaction() and rd_kafka_commit_transaction().
* In the case of transactional producing the delivery report callback is
* mostly useful for logging the produce failures.
*/
static void dr_msg_cb (rd_kafka_t *rk,
const rd_kafka_message_t *rkmessage, void *opaque) {
if (rkmessage->err)
fprintf(stderr,
"%% Message delivery failed: %s\n",
rd_kafka_err2str(rkmessage->err));
/* The rkmessage is destroyed automatically by librdkafka */
}
/**
* @brief Create a transactional producer for the given input pratition
* and begin a new transaction.
*/
static rd_kafka_t *
create_transactional_producer (const rd_kafka_topic_partition_t *rktpar) {
rd_kafka_conf_t *conf = rd_kafka_conf_new();
rd_kafka_t *rk;
char errstr[256];
rd_kafka_error_t *error;
char transactional_id[256];
snprintf(transactional_id, sizeof(transactional_id),
"librdkafka_transactions_example_%s-%d",
rktpar->topic, rktpar->partition);
if (rd_kafka_conf_set(conf, "bootstrap.servers", brokers,
errstr, sizeof(errstr)) != RD_KAFKA_CONF_OK ||
rd_kafka_conf_set(conf, "transactional.id", transactional_id,
errstr, sizeof(errstr)) != RD_KAFKA_CONF_OK)
fatal("Failed to configure consumer: %s", errstr);
/* This callback will be called once per message to indicate
* final delivery status. */
rd_kafka_conf_set_dr_msg_cb(conf, dr_msg_cb);
/* Create producer */
rk = rd_kafka_new(RD_KAFKA_PRODUCER, conf, errstr, sizeof(errstr));
if (!rk) {
rd_kafka_conf_destroy(conf);
fatal("Failed to create producer: %s", errstr);
}
/* Initialize transactions, this is only performed once
* per transactional producer to acquire its producer id, et.al. */
error = rd_kafka_init_transactions(rk, -1);
if (error)
fatal_error("init_transactions()", error);
/* Begin a new transaction */
error = rd_kafka_begin_transaction(rk);
if (error)
fatal_error("begin_transaction()", error);
return rk;
}
/**
* @brief Abort the current transaction and destroy the producer.
*/
static void destroy_transactional_producer (rd_kafka_t *rk) {
rd_kafka_error_t *error;
fprintf(stdout, "%s: aborting transaction and terminating producer\n",
rd_kafka_name(rk));
/* Abort the current transaction, ignore any errors
* since we're terminating the producer anyway. */
error = rd_kafka_abort_transaction(rk, -1);
if (error) {
fprintf(stderr,
"WARNING: Ignoring abort_transaction() error since "
"producer is being destroyed: %s\n",
rd_kafka_error_string(error));
rd_kafka_error_destroy(error);
}
rd_kafka_destroy(rk);
}
/**
* @brief Abort the current transaction and rewind consumer offsets to
* position where the transaction last started, i.e., the committed
* consumer offset.
*/
static void abort_transaction_and_rewind (struct state *state) {
rd_kafka_topic_t *rkt = rd_kafka_topic_new(consumer,
state->rktpar->topic, NULL);
rd_kafka_topic_partition_list_t *offset;
rd_kafka_resp_err_t err;
rd_kafka_error_t *error;
fprintf(stdout,
"Aborting transaction and rewinding offset for %s [%d]\n",
state->rktpar->topic, state->rktpar->partition);
/* Abort the current transaction */
error = rd_kafka_abort_transaction(state->producer, -1);
if (error)
fatal_error("Failed to abort transaction", error);
/* Begin a new transaction */
error = rd_kafka_begin_transaction(state->producer);
if (error)
fatal_error("Failed to begin transaction", error);
/* Get committed offset for this partition */
offset = rd_kafka_topic_partition_list_new(1);
rd_kafka_topic_partition_list_add(offset,
state->rktpar->topic,
state->rktpar->partition);
/* Note: Timeout must be lower than max.poll.interval.ms */
err = rd_kafka_committed(consumer, offset, 10*1000);
if (err)
fatal("Failed to acquire committed offset for %s [%d]: %s",
state->rktpar->topic, (int)state->rktpar->partition,
rd_kafka_err2str(err));
/* Seek to committed offset, or start of partition if no
* no committed offset is available. */
err = rd_kafka_seek(rkt, state->rktpar->partition,
offset->elems[0].offset < 0 ?
/* No committed offset, start from beginning */
RD_KAFKA_OFFSET_BEGINNING :
/* Use committed offset */
offset->elems[0].offset,
0);
if (err)
fatal("Failed to seek %s [%d]: %s",
state->rktpar->topic, (int)state->rktpar->partition,
rd_kafka_err2str(err));
rd_kafka_topic_destroy(rkt);
}
/**
* @brief Commit the current transaction and start a new transaction.
*/
static void commit_transaction_and_start_new (struct state *state) {
rd_kafka_error_t *error;
rd_kafka_resp_err_t err;
rd_kafka_consumer_group_metadata_t *cgmd;
rd_kafka_topic_partition_list_t *offset;
fprintf(stdout, "Committing transaction for %s [%d]\n",
state->rktpar->topic, state->rktpar->partition);
/* Send the input consumer's offset to transaction
* to commit those offsets along with the transaction itself,
* this is what guarantees exactly-once-semantics (EOS), that
* input (offsets) and output (messages) are committed atomically. */
/* Get the consumer's current group state */
cgmd = rd_kafka_consumer_group_metadata(consumer);
/* Get consumer's current position for this partition */
offset = rd_kafka_topic_partition_list_new(1);
rd_kafka_topic_partition_list_add(offset,
state->rktpar->topic,
state->rktpar->partition);
err = rd_kafka_position(consumer, offset);
if (err)
fatal("Failed to get consumer position for %s [%d]: %s",
state->rktpar->topic, state->rktpar->partition,
rd_kafka_err2str(err));
/* Send offsets to transaction coordinator */
error = rd_kafka_send_offsets_to_transaction(state->producer,
offset, cgmd, -1);
rd_kafka_consumer_group_metadata_destroy(cgmd);
rd_kafka_topic_partition_list_destroy(offset);
if (error) {
if (rd_kafka_error_txn_requires_abort(error)) {
fprintf(stderr,
"WARNING: Failed to send offsets to "
"transaction: %s: %s: aborting transaction\n",
rd_kafka_error_name(error),
rd_kafka_error_string(error));
rd_kafka_error_destroy(error);
abort_transaction_and_rewind(state);
return;
} else {
fatal_error("Failed to send offsets to transaction",
error);
}
}
/* Commit the transaction */
error = rd_kafka_commit_transaction(state->producer, -1);
if (error) {
if (rd_kafka_error_txn_requires_abort(error)) {
fprintf(stderr,
"WARNING: Failed to commit transaction: "
"%s: %s: aborting transaction\n",
rd_kafka_error_name(error),
rd_kafka_error_string(error));
abort_transaction_and_rewind(state);
rd_kafka_error_destroy(error);
return;
} else {
fatal_error("Failed to commit transaction", error);
}
}
/* Begin new transaction */
error = rd_kafka_begin_transaction(state->producer);
if (error)
fatal_error("Failed to begin new transaction", error);
}
/**
* @brief The rebalance will be triggered (from rd_kafka_consumer_poll())
* when the consumer's partition assignment is assigned or revoked.
*
* Prior to KIP-447 being supported there must be one transactional output
* producer for each consumed input partition, so we create and destroy
* these producer's from this callback.
*/
static void
consumer_group_rebalance_cb (rd_kafka_t *rk,
rd_kafka_resp_err_t err,
rd_kafka_topic_partition_list_t *partitions,
void *opaque) {
int i;
if (!strcmp(rd_kafka_rebalance_protocol(rk), "COOPERATIVE"))
fatal("This example has not yet been modified to work with "
"cooperative incremental rebalancing "
"(partition.assignment.strategy=cooperative-sticky)");
switch (err)
{
case RD_KAFKA_RESP_ERR__ASSIGN_PARTITIONS:
assigned_partitions =
rd_kafka_topic_partition_list_copy(partitions);
fprintf(stdout, "Consumer group rebalanced, new assignment:\n");
/* Create a transactional producer for each input partition */
for (i = 0 ; i < assigned_partitions->cnt ; i++) {
/* Store the partition-to-producer mapping
* in the partition's opaque field. */
rd_kafka_topic_partition_t *rktpar =
&assigned_partitions->elems[i];
struct state *state = calloc(1, sizeof(*state));
state->producer = create_transactional_producer(rktpar);
state->rktpar = rktpar;
rktpar->opaque = state;
state->last_commit = time(NULL);
fprintf(stdout,
" %s [%d] with transactional producer %s\n",
rktpar->topic, rktpar->partition,
rd_kafka_name(state->producer));
}
/* Let the consumer know the rebalance has been handled
* by calling assign.
* This will also tell the consumer to start fetching messages
* for the assigned partitions. */
rd_kafka_assign(rk, partitions);
break;
case RD_KAFKA_RESP_ERR__REVOKE_PARTITIONS:
fprintf(stdout,
"Consumer group rebalanced, assignment revoked\n");
/* Abort the current transactions and destroy all producers */
for (i = 0 ; i < assigned_partitions->cnt ; i++) {
/* Store the partition-to-producer mapping
* in the partition's opaque field. */
struct state *state = (struct state *)
assigned_partitions->elems[i].opaque;
destroy_transactional_producer(state->producer);
free(state);
}
rd_kafka_topic_partition_list_destroy(assigned_partitions);
assigned_partitions = NULL;
/* Let the consumer know the rebalance has been handled
* and revoke the current assignment. */
rd_kafka_assign(rk, NULL);
break;
default:
/* NOTREACHED */
fatal("Unexpected rebalance event: %s", rd_kafka_err2name(err));
}
}
/**
* @brief Create the input consumer.
*/
static rd_kafka_t *create_input_consumer (const char *brokers,
const char *input_topic) {
rd_kafka_conf_t *conf = rd_kafka_conf_new();
rd_kafka_t *rk;
char errstr[256];
rd_kafka_resp_err_t err;
rd_kafka_topic_partition_list_t *topics;
if (rd_kafka_conf_set(conf, "bootstrap.servers", brokers,
errstr, sizeof(errstr)) != RD_KAFKA_CONF_OK ||
rd_kafka_conf_set(conf, "group.id",
"librdkafka_transactions_example_group",
errstr, sizeof(errstr)) != RD_KAFKA_CONF_OK ||
/* The input consumer's offsets are explicitly committed with the
* output producer's transaction using
* rd_kafka_send_offsets_to_transaction(), so auto commits
* must be disabled. */
rd_kafka_conf_set(conf, "enable.auto.commit", "false",
errstr, sizeof(errstr)) != RD_KAFKA_CONF_OK) {
fatal("Failed to configure consumer: %s", errstr);
}
/* This callback will be called when the consumer group is rebalanced
* and the consumer's partition assignment is assigned or revoked. */
rd_kafka_conf_set_rebalance_cb(conf, consumer_group_rebalance_cb);
/* Create consumer */
rk = rd_kafka_new(RD_KAFKA_CONSUMER, conf, errstr, sizeof(errstr));
if (!rk) {
rd_kafka_conf_destroy(conf);
fatal("Failed to create consumer: %s", errstr);
}
/* Forward all partition messages to the main queue and
* rd_kafka_consumer_poll(). */
rd_kafka_poll_set_consumer(rk);
/* Subscribe to the input topic */
topics = rd_kafka_topic_partition_list_new(1);
rd_kafka_topic_partition_list_add(topics, input_topic,
/* The partition is ignored in
* rd_kafka_subscribe() */
RD_KAFKA_PARTITION_UA);
err = rd_kafka_subscribe(rk, topics);
rd_kafka_topic_partition_list_destroy(topics);
if (err) {
rd_kafka_destroy(rk);
fatal("Failed to subscribe to %s: %s\n",
input_topic, rd_kafka_err2str(err));
}
return rk;
}
/**
* @brief Find and parse next integer string in \p start.
* @returns Pointer after found integer string, or NULL if not found.
*/
static const void *find_next_int (const void *start, const void *end,
int *intp) {
const char *p;
int collecting = 0;
int num = 0;
for (p = (const char *)start ; p < (const char *)end ; p++) {
if (isdigit((int)(*p))) {
collecting = 1;
num = (num * 10) + ((int)*p - ((int)'0'));
} else if (collecting)
break;
}
if (!collecting)
return NULL; /* No integer string found */
*intp = num;
return p;
}
/**
* @brief Process a message from the input consumer by parsing all
* integer strings, adding them, and then producing the sum
* the output topic using the transactional producer for the given
* inut partition.
*/
static void process_message (struct state *state,
const rd_kafka_message_t *rkmessage) {
int num;
long unsigned sum = 0;
const void *p, *end;
rd_kafka_resp_err_t err;
char value[64];
if (rkmessage->len == 0)
return; /* Ignore empty messages */
p = rkmessage->payload;
end = ((const char *)rkmessage->payload) + rkmessage->len;
/* Find and sum all numbers in the message */
while ((p = find_next_int(p, end, &num)))
sum += num;
if (sum == 0)
return; /* No integers in message, ignore it. */
snprintf(value, sizeof(value), "%lu", sum);
/* Emit output message on transactional producer */
while (1) {
err = rd_kafka_producev(
state->producer,
RD_KAFKA_V_TOPIC(output_topic),
/* Use same key as input message */
RD_KAFKA_V_KEY(rkmessage->key,
rkmessage->key_len),
/* Value is the current sum of this
* transaction. */
RD_KAFKA_V_VALUE(value, strlen(value)),
/* Copy value since it is allocated on the stack */
RD_KAFKA_V_MSGFLAGS(RD_KAFKA_MSG_F_COPY),
RD_KAFKA_V_END);
if (!err)
break;
else if (err == RD_KAFKA_RESP_ERR__QUEUE_FULL) {
/* If output queue fills up we need to wait for
* some delivery reports and then retry. */
rd_kafka_poll(state->producer, 100);
continue;
} else {
fprintf(stderr,
"WARNING: Failed to produce message to %s: "
"%s: aborting transaction\n",
output_topic, rd_kafka_err2str(err));
abort_transaction_and_rewind(state);
return;
}
}
}
int main (int argc, char **argv) {
/*
* Argument validation
*/
if (argc != 4) {
fprintf(stderr,
"%% Usage: %s <broker> <input-topic> <output-topic>\n",
argv[0]);
return 1;
}
brokers = argv[1];
input_topic = argv[2];
output_topic = argv[3];
/* Signal handler for clean shutdown */
signal(SIGINT, stop);
consumer = create_input_consumer(brokers, input_topic);
fprintf(stdout,
"Expecting integers to sum on input topic %s ...\n"
"To generate input messages you can use:\n"
" $ seq 1 100 | examples/producer %s %s\n",
input_topic, brokers, input_topic);
while (run) {
rd_kafka_message_t *msg;
struct state *state;
rd_kafka_topic_partition_t *rktpar;
/* Wait for new mesages or error events */
msg = rd_kafka_consumer_poll(consumer, 1000/*1 second*/);
if (!msg)
continue;
if (msg->err) {
/* Client errors are typically just informational
* since the client will automatically try to recover
* from all types of errors.
* It is thus sufficient for the application to log and
* continue operating when an error is received. */
fprintf(stderr, "WARNING: Consumer error: %s\n",
rd_kafka_message_errstr(msg));
rd_kafka_message_destroy(msg);
continue;
}
/* Find output producer for this input partition */
rktpar = rd_kafka_topic_partition_list_find(
assigned_partitions,
rd_kafka_topic_name(msg->rkt), msg->partition);
if (!rktpar)
fatal("BUG: No output producer for assigned "
"partition %s [%d]",
rd_kafka_topic_name(msg->rkt),
(int)msg->partition);
/* Get state struct for this partition */
state = (struct state *)rktpar->opaque;
/* Process message */
process_message(state, msg);
rd_kafka_message_destroy(msg);
/* Commit transaction every 100 messages or 5 seconds */
if (++state->msgcnt > 100 ||
state->last_commit < time(NULL) + 5) {
commit_transaction_and_start_new(state);
state->msgcnt = 0;
state->last_commit = time(NULL);
}
}
fprintf(stdout, "Closing consumer\n");
rd_kafka_consumer_close(consumer);
rd_kafka_destroy(consumer);
return 0;
}