Deimos supports a succinct, readable syntax which uses pure Ruby to allow flexible configuration.
You can access any configuration value via a simple Deimos.config.whatever
.
Nested configuration is denoted in simple dot notation:
kafka.ssl.enabled
. Headings below will follow the nested
configurations.
Config name | Default | Description |
---|---|---|
logger | Logger.new(STDOUT) |
The logger that Deimos will use. |
payload_log | :full |
Determines how much data is logged per payload.:full - all keys and payloads are logged.:keys - only keys are logged.:count - only the total count of messages are logged. |
phobos_logger | Deimos.config.logger |
The logger passed to Phobos. |
metrics | Deimos::Metrics::Mock.new |
The metrics backend use for reporting. |
tracer | Deimos::Tracing::Mock.new |
The tracer backend used for debugging. |
You can define a new producer thusly:
Deimos.configure do
producer do
class_name 'MyProducer'
topic 'MyTopic'
schema 'MyTopicSchema'
namespace 'my.namespace'
key_config field: :id
# If config.schema.path is app/schemas, assumes there is a file in
# app/schemas/my/namespace/MyTopicSchema.avsc
end
end
You can have as many producer
blocks as you like to define more producers.
Config name | Default | Description |
---|---|---|
class_name | nil | Class name of the producer class (subclass of Deimos::Producer .) |
topic | nil | Topic to produce to. |
schema | nil | Name of the schema to use to encode data before producing. |
namespace | nil | Namespace of the schema to use when finding it locally. |
key_config | nil | Configuration hash for message keys. See Kafka Message Keys |
use_schema_classes | nil | Set to true or false to enable or disable using the producers schema classes. See Generated Schema Classes |
max_batch_size | 500 | Maximum publishing batch size. Defaults to top-level configuration of 500. |
Consumers are defined almost identically to producers:
Deimos.configure do
consumer do
class_name 'MyConsumer'
topic 'MyTopic'
schema 'MyTopicSchema'
namespace 'my.namespace'
key_config field: :id
# Setting to :inline_batch will invoke consume_batch instead of consume
# for each batch of messages.
delivery :batch
# If config.schema.path is app/schemas, assumes there is a file in
# app/schemas/my/namespace/MyTopicSchema.avsc
end
end
In addition to the producer configs, you can define a number of overrides
to the basic consumer configuration for each consumer. This is analogous to
the listener
config in phobos.yml
.
Config name | Default | Description |
---|---|---|
class_name | nil | Class name of the consumer class (subclass of Deimos::Consumer .) |
topic | nil | Topic to produce to. |
schema | nil | This is optional but strongly recommended for testing purposes; this will validate against a local schema file used as the reader schema, as well as being able to write tests against this schema. This is recommended since it ensures you are always getting the values you expect. |
namespace | nil | Namespace of the schema to use when finding it locally. |
key_config | nil | Configuration hash for message keys. See Kafka Message Keys |
disabled | false | Set to true to skip starting an actual listener for this consumer on startup. |
group_id | nil | ID of the consumer group. |
use_schema_classes | nil | Set to true or false to enable or disable using the consumers schema classes. See Generated Schema Classes |
bulk_import_id_column | :bulk_import_id | Name of the column to use for multi-table imports. |
replace_associations | true | If false, append to associations in multi-table imports rather than replacing them. |
max_db_batch_size | nil | Maximum limit for batching database calls to reduce the load on the db. |
max_concurrency | 1 | Number of threads created for this listener. Each thread will behave as an independent consumer. They don't share any state. |
start_from_beginning | true | Once the consumer group has checkpointed its progress in the topic's partitions, the consumers will always start from the checkpointed offsets, regardless of config. As such, this setting only applies when the consumer initially starts consuming from a topic |
max_bytes_per_partition | 512.kilobytes | Maximum amount of data fetched from a single partition at a time. |
min_bytes | 1 | Minimum number of bytes to read before returning messages from the server; if max_wait_time is reached, this is ignored. |
max_wait_time | 5 | Maximum duration of time to wait before returning messages from the server, in seconds. |
force_encoding | nil | Apply this encoding to the message payload. If blank it uses the original encoding. This property accepts values defined by the ruby Encoding class (https://ruby-doc.org/core-2.3.0/Encoding.html). Ex: UTF_8, ASCII_8BIT, etc. |
delivery | :batch |
The delivery mode for the consumer. Possible values: :message, :batch, :inline_batch . See Phobos documentation for more details. |
session_timeout | 300 | Number of seconds after which, if a client hasn't contacted the Kafka cluster, it will be kicked out of the group. |
offset_commit_interval | 10 | Interval between offset commits, in seconds. |
offset_commit_threshold | 0 | Number of messages that can be processed before their offsets are committed. If zero, offset commits are not triggered by message processing |
offset_retention_time | nil | The time period that committed offsets will be retained, in seconds. Defaults to the broker setting. |
heartbeat_interval | 10 | Interval between heartbeats; must be less than the session window. |
backoff | (1000..60_000) |
Range representing the minimum and maximum number of milliseconds to back off after a consumer error. |
replace_associations | nil | Whether to delete existing associations for records during bulk consumption for this consumer. If no value is specified the provided/default value from the consumers configuration will be used. |
bulk_import_id_generator | nil | Block to determine the bulk_import_id generated during bulk consumption. If no block is specified the provided/default block from the consumers configuration will be used. |
save_associations_first | false | Whether to save associated records of primary class prior to upserting primary records. Foreign key of associated records are assigned to the record class prior to saving the record class |
These are used when polling the database via rake deimos:db_poller
. You
can create a number of pollers, one per topic.
Deimos.configure do
db_poller do
producer_class 'MyProducer'
run_every 2.minutes
end
end
Config name | Default | Description |
---|---|---|
producer_class | nil | ActiveRecordProducer class to use for sending messages. |
mode | :time_based | Whether to use time-based polling or state-based polling. |
run_every | 60 | Amount of time in seconds to wait between runs. |
timestamp_column | :updated_at |
Name of the column to query. Remember to add an index to this column! |
delay_time | 2 | Amount of time in seconds to wait before picking up records, to allow for transactions to finish. |
retries | 1 | The number of times to retry for a non-Kafka error. |
full_table | false | If set to true, do a full table dump to Kafka each run. Good for very small tables. Time-based only. |
start_from_beginning | true | If false, start from the current time instead of the beginning of time if this is the first time running the poller. Time-based only. |
state_column | nil | If set, this represents the DB column to use to update publishing status. State-based only. |
publish_timestamp_column | nil | If set, this represents the DB column to use to update when publishing is done. State-based only. |
published_state | nil | If set, the poller will update the state_column to this value when publishing succeeds. State-based only. |
failed_state | nil | If set, the poller will update the state_column to this value when publishing fails. State-based only. |
poller_class | nil | Inherited poller class name to use for publishing to multiple kafka topics from a single poller. |
Config name | Default | Description |
---|---|---|
kafka.logger | Deimos.config.logger |
Logger passed to RubyKafka. |
kafka.seed_brokers | ['localhost:9092'] |
URL for the Kafka brokers. |
kafka.client_id | phobos |
Identifier for this application. |
kafka.connect_timeout | 15 | The socket timeout for connecting to the broker, in seconds. |
kafka.socket_timeout | 15 | The socket timeout for reading and writing to the broker, in seconds. |
kafka.ssl.enabled | false | Whether SSL is enabled on the brokers. |
kafka.ssl.ca_certs_from_system | false | Use CA certs from system. |
kafka.ssl.ca_cert | nil | A PEM encoded CA cert, a file path to the cert, or an Array of certs to use with an SSL connection. |
kafka.ssl.client_cert | nil | A PEM encoded client cert to use with an SSL connection, or a file path to the cert. |
kafka.ssl.client_cert_key | nil | A PEM encoded client cert key to use with an SSL connection. |
kafka.sasl.enabled | false | Whether SASL is enabled on the brokers. |
kafka.sasl.gssapi_principal | nil | A KRB5 principal. |
kafka.sasl.gssapi_keytab | nil | A KRB5 keytab filepath. |
kafka.sasl.plain_authzid | nil | Plain authorization ID. |
kafka.sasl.plain_username | nil | Plain username. |
kafka.sasl.plain_password | nil | Plain password. |
kafka.sasl.scram_username | nil | SCRAM username. |
kafka.sasl.scram_password | nil | SCRAM password. |
kafka.sasl.scram_mechanism | nil | Scram mechanism, either "sha256" or "sha512". |
kafka.sasl.enforce_ssl | nil | Whether to enforce SSL with SASL. |
kafka.sasl.oauth_token_provider | nil | OAuthBearer Token Provider instance that implements method token. See {Sasl::OAuth#initialize}. |
These are top-level configuration settings, but they can be overridden by individual consumers.
Config name | Default | Description |
---|---|---|
consumers.session_timeout | 300 | Number of seconds after which, if a client hasn't contacted the Kafka cluster, it will be kicked out of the group. |
consumers.offset_commit_interval | 10 | Interval between offset commits, in seconds. |
consumers.offset_commit_threshold | 0 | Number of messages that can be processed before their offsets are committed. If zero, offset commits are not triggered by message processing |
consumers.heartbeat_interval | 10 | Interval between heartbeats; must be less than the session window. |
consumers.backoff | (1000..60_000) |
Range representing the minimum and maximum number of milliseconds to back off after a consumer error. |
consumers.reraise_errors | false | Default behavior is to swallow uncaught exceptions and log to the metrics provider. Set this to true to instead raise all errors. Note that raising an error will ensure that the message cannot be processed - if there is a bad message which will always raise that error, your consumer will not be able to proceed past it and will be stuck forever until you fix your code. See also the fatal_error configuration. This is automatically set to true when using the TestHelpers module in RSpec. |
consumers.report_lag | false | Whether to send the consumer_lag metric. This requires an extra thread per consumer. |
consumers.fatal_error | proc { false } |
Block taking an exception, payload and metadata and returning true if this should be considered a fatal error and false otherwise. E.g. you can use this to always fail if the database is available. Not needed if reraise_errors is set to true. |
consumers.replace_associations | true | Whether to delete existing associations for records during bulk consumption prior to inserting new associated records |
consumers.bulk_import_id_generator | proc { SecureRandom.uuid } |
Block to determine the bulk_import_id generated during bulk consumption. Block will be used for all bulk consumers unless explicitly set for individual consumers |
Config name | Default | Description |
---|---|---|
producers.ack_timeout | 5 | Number of seconds a broker can wait for replicas to acknowledge a write before responding with a timeout. |
producers.required_acks | 1 | Number of replicas that must acknowledge a write, or :all if all in-sync replicas must acknowledge. |
producers.max_retries | 2 | Number of retries that should be attempted before giving up sending messages to the cluster. Does not include the original attempt. |
producers.retry_backoff | 1 | Number of seconds to wait between retries. |
producers.max_buffer_size | 10_000 | Number of messages allowed in the buffer before new writes will raise BufferOverflow exceptions. |
producers.max_buffer_bytesize | 10_000_000 | Maximum size of the buffer in bytes. Attempting to produce messages when the buffer reaches this size will result in BufferOverflow being raised. |
producers.compression_codec | nil | Name of the compression codec to use, or nil if no compression should be performed. Valid codecs: :snappy and :gzip |
producers.compression_threshold | 1 | Number of messages that needs to be in a message set before it should be compressed. Note that message sets are per-partition rather than per-topic or per-producer. |
producers.max_queue_size | 10_000 | Maximum number of messages allowed in the queue. Only used for async_producer. |
producers.delivery_threshold | 0 | If greater than zero, the number of buffered messages that will automatically trigger a delivery. Only used for async_producer. |
producers.delivery_interval | 0 | if greater than zero, the number of seconds between automatic message deliveries. Only used for async_producer. |
producers.persistent_connections | false | Set this to true to keep the producer connection between publish calls. This can speed up subsequent messages by around 30%, but it does mean that you need to manually call sync_producer_shutdown before exiting, similar to async_producer_shutdown. |
producers.schema_namespace | nil | Default namespace for all producers. Can remain nil. Individual producers can override. |
producers.topic_prefix | nil | Add a prefix to all topic names. This can be useful if you're using the same Kafka broker for different environments that are producing the same topics. |
producers.disabled | false | Disable all actual message producing. Generally more useful to use the disable_producers method instead. |
producers.backend | :kafka_async |
Currently can be set to :db , :kafka , or :kafka_async . If using Kafka directly, a good pattern is to set to async in your user-facing app, and sync in your consumers or delayed workers. |
producers.max_batch_size | 500 | Maximum batch size for publishing. Individual producers can override. |
Config name | Default | Description |
---|---|---|
schema.backend | :mock |
Backend representing the schema encoder/decoder. You can see a full list here. |
schema.registry_url | http://localhost:8081 |
URL of the Confluent schema registry. |
schema.user | nil | Basic auth user. |
schema.password | nil | Basic auth password. |
schema.path | nil | Local path to find your schemas. |
schema.use_schema_classes | false | Set this to true to use generated schema classes in your application. |
schema.generated_class_path | app/lib/schema_classes |
Local path to generated schema classes. |
schema.nest_child_schemas | false | Set to true to nest subschemas within the generated class for the parent schema. |
schema.use_full_namespace | false | Set to true to generate folders for schemas matching the full namespace. |
schema.schema_namespace_map | {} | A map of namespace prefixes to base module name(s). Example: { 'com.mycompany.suborg' => ['SchemaClasses'] }. Requires use_full_namespace to be true. |
Config name | Default | Description |
---|---|---|
db_producer.logger | Deimos.config.logger |
Logger to use inside the DB producer. |
db_producer.log_topics | [] |
List of topics to print full messages for, or :all to print all topics. This can introduce slowdown since it needs to decode each message using the schema registry. |
db_producer.compact_topics | [] |
List of topics to compact before sending, i.e. only send the last message with any given key in a batch. This is an optimization which mirrors what Kafka itself will do with compaction turned on but only within a single batch. You can also specify :all to compact all topics. |
Sample:
Deimos.configure do
logger Logger.new(STDOUT)
# Nested config field
kafka.seed_brokers ['my.kafka.broker:9092']
# Multiple nested config fields via block
consumers do
session_timeout 30
offset_commit_interval 10
end
# Define a new producer
producer do
class_name 'MyProducer'
topic 'MyTopic'
schema 'MyTopicSchema'
key_config field: :id
end
# Define another new producer
producer do
class_name 'AnotherProducer'
topic 'AnotherTopic'
schema 'AnotherSchema'
key_config plain: true
end
# Define a consumer
consumer do
class_name 'MyConsumer'
topic 'TopicToConsume'
schema 'ConsumerSchema'
key_config plain: true
# include Phobos / RubyKafka configs
start_from_beginning true
heartbeat_interval 10
end
end
Note that all blocks are evaluated in the context of the configuration object.
If you're calling this inside another class or method, you'll need to save
things you need to reference into local variables before calling configure
.