|
| 1 | +========================= |
| 2 | +Error Handling Strategies |
| 3 | +========================= |
| 4 | + |
| 5 | +.. default-domain:: mongodb |
| 6 | + |
| 7 | +.. contents:: On this page |
| 8 | + :local: |
| 9 | + :backlinks: none |
| 10 | + :depth: 2 |
| 11 | + :class: singlecol |
| 12 | + |
| 13 | +Overview |
| 14 | +-------- |
| 15 | + |
| 16 | +In this guide, you can learn how to handle errors in your sink connector. |
| 17 | +The following list shows some common scenarios that cause your sink |
| 18 | +connector to experience an error: |
| 19 | + |
| 20 | +- You write to a topic using Avro serialization and try to decode your messages from |
| 21 | + that topic using Protobuf deserialization |
| 22 | +- You use a change data capture handler on a message that does not contain change |
| 23 | + event documents |
| 24 | +- You apply an invalid single message transform to incoming documents |
| 25 | + |
| 26 | +When your sink connector encounters an error it does two actions: |
| 27 | + |
| 28 | +- :ref:`Handles the Error <kafka-sink-handle-errors>` |
| 29 | +- :ref:`Logs the Error <kafka-sink-log-errors>` |
| 30 | + |
| 31 | +For a tutorial on error handling in the {+mkc+}, see our |
| 32 | +tutorials section <TODO: link to configure errors tutorials> |
| 33 | + |
| 34 | +.. _kafka-sink-handle-errors: |
| 35 | + |
| 36 | +Handle Errors |
| 37 | +------------- |
| 38 | + |
| 39 | +When your connector encounters an error, it needs to handle it in some way. |
| 40 | +Your sink connector can do the following in response to an error: |
| 41 | + |
| 42 | +- :ref:`Stop <kafka-sink-errors-stop>` *default* |
| 43 | +- :ref:`Tolerate Errors <kafka-sink-tolerate-errors>` |
| 44 | +- :ref:`Write Errant Messages to a Topic (Dead Letter Queue) <kafka-sink-errors-dlq>` |
| 45 | + |
| 46 | +.. _kafka-sink-errors-stop: |
| 47 | + |
| 48 | +Stop |
| 49 | +~~~~ |
| 50 | + |
| 51 | +By default, your sink connector terminates and stops processing messages |
| 52 | +when it encounters an error. This is a good option for you if any error in |
| 53 | +your sink connector indicates a serious problem. |
| 54 | + |
| 55 | +When your sink connector crashes, you must do one of the |
| 56 | +following actions and then restart your connector to resume processing messages: |
| 57 | + |
| 58 | +- Allow your sink connector to temporarily :ref:`tolerate errors <kafka-sink-tolerate-errors>` |
| 59 | +- Update your sink connector's configuration to allow it to process the message |
| 60 | +- Remove the errant message from your topic |
| 61 | + |
| 62 | +You can have your sink connector stop when it encounters an error by either not |
| 63 | +specifying any value for the ``errors.tolerance`` option, or by |
| 64 | +adding the following to your connector configuration: |
| 65 | + |
| 66 | +.. code-block:: properties |
| 67 | + |
| 68 | + errors.tolerance=none |
| 69 | + |
| 70 | +.. _kafka-sink-tolerate-errors: |
| 71 | + |
| 72 | +Tolerate Errors |
| 73 | +~~~~~~~~~~~~~~~ |
| 74 | + |
| 75 | +You can configure your sink connector to tolerate all errors and never stop |
| 76 | +processing messages. This is a good option for getting your sink connector up and |
| 77 | +running quickly, but you run the risk of missing problems in your connector |
| 78 | +as you do not receive any feedback if something goes wrong. |
| 79 | + |
| 80 | +You can have your sink connector tolerate all errors by specifying the following |
| 81 | +option: |
| 82 | + |
| 83 | +.. code-block:: properties |
| 84 | + |
| 85 | + errors.tolerance=all |
| 86 | + |
| 87 | +.. _kafka-sink-errors-dlq: |
| 88 | + |
| 89 | +Dead Letter Queue |
| 90 | +~~~~~~~~~~~~~~~~~ |
| 91 | + |
| 92 | +You can configure your sink connector to write errant messages to a |
| 93 | +topic, called a **dead letter queue**, for you to inspect or process further. |
| 94 | +A dead letter queue is a location in message queueing |
| 95 | +systems such as {+ak+} where the system routes errant messages instead of |
| 96 | +crashing or ignoring the error. Dead letter queues combine the feedback of |
| 97 | +stopping the program with the durability of tolerating all errors, and are a |
| 98 | +good error handling starting point for most deployments. |
| 99 | + |
| 100 | +You can have your sink connector route all errant messages to a dead |
| 101 | +letter queue by specifying the following options: |
| 102 | + |
| 103 | +.. code-block:: properties |
| 104 | + |
| 105 | + errors.tolerance=all |
| 106 | + errors.deadletterqueue.topic.name=<name of topic to use as dead letter queue> |
| 107 | + |
| 108 | +If you want to include the specific reason for the error as well as the |
| 109 | +errant message, use the following option: |
| 110 | + |
| 111 | +.. code-block:: properties |
| 112 | + |
| 113 | + errors.deadletterqueue.context.headers.enable=true |
| 114 | + |
| 115 | +.. important:: Bulk Write Errors |
| 116 | + |
| 117 | + If an error occurs while performing a bulk write to MongoDB, you must specify |
| 118 | + the following to log any information about the error to a dead letter queue: |
| 119 | + |
| 120 | + .. code-block:: properties |
| 121 | + |
| 122 | + errors.tolerance=all |
| 123 | + mongo.errors.tolerance=none |
| 124 | + errors.deadletterqueue.topic.name=<name of topic to use as dead letter queue> |
| 125 | + |
| 126 | + We will fix this special case soon. To track the status of this issue, |
| 127 | + see :issue:`this JIRA ticket <KAFKA-223>`. |
| 128 | + |
| 129 | + For more information on the ``mongo.errors.tolerance`` option, see our |
| 130 | + section on :ref:`connector level options <kakfa-sink-connector-level>`. |
| 131 | + |
| 132 | +For more information, see Confluent's guide on |
| 133 | +`Dead Letter Queues <https://docs.confluent.io/cloud/current/connectors/dead-letter-queue.html#dead-letter-queue>`__. |
| 134 | + |
| 135 | +.. _kafka-sink-log-errors: |
| 136 | + |
| 137 | +Log Errors |
| 138 | +---------- |
| 139 | + |
| 140 | +You can record tolerated and untolerated errors to a log file. Click on the tabs |
| 141 | +to see how to log errors: |
| 142 | + |
| 143 | +.. tabs:: |
| 144 | + |
| 145 | + .. tab:: Untolerated Errors |
| 146 | + :tabid: untolerated-errors |
| 147 | + |
| 148 | + The following default option makes {+kc+} write only untolerated errors to its application log: |
| 149 | + |
| 150 | + .. code-block:: properties |
| 151 | + |
| 152 | + errors.log.enable=false |
| 153 | + |
| 154 | + .. tab:: Tolerated and Untolerated Errors |
| 155 | + :tabid: tolerated-errors |
| 156 | + |
| 157 | + The following option makes {+kc+} write both tolerated and untolerated errors to its |
| 158 | + application log: |
| 159 | + |
| 160 | + .. code-block:: properties |
| 161 | + |
| 162 | + errors.log.enable=true |
| 163 | + |
| 164 | +If you would like to log metadata about your message, such as your message's |
| 165 | +topic and offset, use the following option: |
| 166 | + |
| 167 | +.. code-block:: properties |
| 168 | + |
| 169 | + errors.log.include.messages=true |
| 170 | + |
| 171 | +For more information, see Confluent's guide on |
| 172 | +`logging with Kafka Connect <https://docs.confluent.io/platform/current/connect/logging.html>`__. |
| 173 | + |
| 174 | +.. _kakfa-sink-connector-level: |
| 175 | + |
| 176 | +Connector Level Options |
| 177 | +----------------------- |
| 178 | + |
| 179 | +The {+mkc+} provides options that allow you to configure error |
| 180 | +handling at the connector level. The options are as follows: |
| 181 | + |
| 182 | +.. list-table:: |
| 183 | + :header-rows: 1 |
| 184 | + :widths: 50 50 |
| 185 | + |
| 186 | + * - Kafka Connect Option |
| 187 | + - {+mkc+} Option |
| 188 | + |
| 189 | + * - ``errors.tolerance`` |
| 190 | + - ``mongo.errors.tolerance`` |
| 191 | + |
| 192 | + * - ``errors.log.enable`` |
| 193 | + - ``mongo.errors.log.enable`` |
| 194 | + |
| 195 | +You want to use these options if you want your connector to respond differently |
| 196 | +to errors related to MongoDB than to errors related to the {+kc+} framework. |
| 197 | + |
| 198 | +For more information, see the following resources: |
| 199 | + |
| 200 | +- Guide on Sink Connector Configuration Properties <TODO: link to correct location of guide> |
| 201 | +- :issue:`New Names for Error Tolerance Options JIRA Ticket <KAFKA-215>` |
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