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docs: outputs: add ZeroBus output plugin documentation #2537
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| description: Send logs to Databricks through Zerobus | ||
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| --- | ||
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| # Zerobus | ||
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| {% hint style="info" %} | ||
| **Supported event types:** `logs` | ||
| {% endhint %} | ||
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| The _Zerobus_ output plugin lets you ingest log records into a [Databricks](https://www.databricks.com/) table through the Zerobus streaming ingestion interface. Records are converted to JSON and sent by using the Zerobus SDK using gRPC. | ||
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| Before you begin, you need a Databricks workspace with a Unity Catalog table configured for Zerobus ingestion, and an OAuth 2.0 service principal (client ID and client secret) with appropriate permissions. | ||
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| ## Build requirements | ||
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| If you are compiling Fluent Bit from source, the `zerobus-ffi` shared library and header must be installed on your build environment before building. Pre-built binaries are available from the [zerobus-sdk releases](https://github.com/databricks/zerobus-sdk/releases). | ||
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| Download `zerobus-ffi-1.1.0.tar.gz` and place the files for your platform (`linux-x86_64` or `linux-aarch64`) into the following directories: | ||
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| | File | Destination | | ||
| | :--- | :--- | | ||
| | `libzerobus_ffi.so` | `/usr/local/lib/` | | ||
| | `libzerobus_ffi.a` | `/usr/local/lib/` | | ||
| | `zerobus.h` | `/usr/local/include/` | | ||
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| After placing the files, run `sudo ldconfig` to update the shared library cache. | ||
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| ## Configuration parameters | ||
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| | Key | Description | Default | | ||
| | :--- | :--- | :--- | | ||
| | `endpoint` | Zerobus gRPC endpoint URL. If no scheme is provided, `https://` is automatically prepended. | _none_ | | ||
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| | `workspace_url` | Databricks workspace URL. If no scheme is provided, `https://` is automatically prepended. | _none_ | | ||
| | `table_name` | Fully qualified Unity Catalog table name in `catalog.schema.table` format. | _none_ | | ||
| | `client_id` | OAuth 2.0 client ID for authentication. | _none_ | | ||
| | `client_secret` | OAuth 2.0 client secret for authentication. | _none_ | | ||
| | `add_tag` | If enabled, the Fluent Bit tag is added as a `_tag` field in each record. | `true` | | ||
| | `time_key` | Key name for the injected timestamp. The timestamp is formatted as RFC 3339 with nanosecond precision. Set to an empty string to disable timestamp injection. | `_time` | | ||
| | `log_key` | Comma-separated list of record keys to include in the output. When unset, all keys are included. | _none_ | | ||
| | `raw_log_key` | If set, the full original record (before filtering by `log_key`) is stored as a JSON string under this key name. | _none_ | | ||
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| ## Get started | ||
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| To send log records to Databricks through Zerobus, configure the plugin with your Zerobus endpoint, workspace URL, table name, and OAuth 2.0 credentials. | ||
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| ### Configuration file | ||
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| {% tabs %} | ||
| {% tab title="fluent-bit.yaml" %} | ||
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| ```yaml | ||
| pipeline: | ||
| inputs: | ||
| - name: tail | ||
| tag: app.logs | ||
| path: /var/log/app/*.log | ||
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| outputs: | ||
| - name: zerobus | ||
| match: '*' | ||
| endpoint: https://<workspace-id>.zerobus.<region>.cloud.databricks.com | ||
| workspace_url: https://<instance-name>.cloud.databricks.com | ||
| table_name: catalog.schema.logs | ||
| client_id: <your-client-id> | ||
| client_secret: <your-client-secret> | ||
| ``` | ||
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| {% endtab %} | ||
| {% tab title="fluent-bit.conf" %} | ||
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| ```text | ||
| [INPUT] | ||
| Name tail | ||
| Tag app.logs | ||
| Path /var/log/app/*.log | ||
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| [OUTPUT] | ||
| Name zerobus | ||
| Match * | ||
| Endpoint https://<workspace-id>.zerobus.<region>.cloud.databricks.com | ||
| Workspace_Url https://<instance-name>.cloud.databricks.com | ||
| Table_Name catalog.schema.logs | ||
| Client_Id <your-client-id> | ||
| Client_Secret <your-client-secret> | ||
| ``` | ||
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| {% endtab %} | ||
| {% endtabs %} | ||
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| ### Record format | ||
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| Each log record is converted to a JSON object before ingestion. The plugin applies the following transformations in order: | ||
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| 1. If `raw_log_key` is set, the full original record is captured as a JSON string before any filtering. | ||
| 2. If `log_key` is set, only the specified keys are included in the output record. | ||
| 3. If `raw_log_key` is set, the captured JSON string is injected under the configured key (unless a key with that name already exists). | ||
| 4. If `time_key` is set, a timestamp in RFC 3339 format with nanosecond precision (for example, `2024-01-15T10:30:00.123456789Z`) is injected (unless a key with that name already exists). | ||
| 5. If `add_tag` is enabled, the Fluent Bit tag is injected as `_tag` (unless a key with that name already exists). | ||
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| For example, given the following input record: | ||
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| ```json | ||
| {"level": "info", "message": "request completed", "status": 200} | ||
| ``` | ||
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| The default configuration produces: | ||
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| ```json | ||
| { | ||
| "level": "info", | ||
| "message": "request completed", | ||
| "status": 200, | ||
| "_time": "2024-01-15T10:30:00.123456789Z", | ||
| "_tag": "app.logs" | ||
| } | ||
| ``` | ||
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| ### Filtering keys | ||
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| Use `log_key` to select specific fields from the record. Combined with `raw_log_key`, you can send a filtered record while preserving the original data: | ||
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| {% tabs %} | ||
| {% tab title="fluent-bit.yaml" %} | ||
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| ```yaml | ||
| pipeline: | ||
| outputs: | ||
| - name: zerobus | ||
| match: '*' | ||
| endpoint: https://<workspace-id>.zerobus.<region>.cloud.databricks.com | ||
| workspace_url: https://<instance-name>.cloud.databricks.com | ||
| table_name: catalog.schema.logs | ||
| client_id: <your-client-id> | ||
| client_secret: <your-client-secret> | ||
| log_key: level,message | ||
| raw_log_key: _raw | ||
| ``` | ||
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| {% endtab %} | ||
| {% tab title="fluent-bit.conf" %} | ||
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| ```text | ||
| [OUTPUT] | ||
| Name zerobus | ||
| Match * | ||
| Endpoint https://<workspace-id>.zerobus.<region>.cloud.databricks.com | ||
| Workspace_Url https://<instance-name>.cloud.databricks.com | ||
| Table_Name catalog.schema.logs | ||
| Client_Id <your-client-id> | ||
| Client_Secret <your-client-secret> | ||
| Log_Key level,message | ||
| Raw_Log_Key _raw | ||
| ``` | ||
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| {% endtab %} | ||
| {% endtabs %} | ||
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| This produces: | ||
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| ```json | ||
| { | ||
| "level": "info", | ||
| "message": "request completed", | ||
| "_raw": "{\"level\":\"info\",\"message\":\"request completed\",\"status\":200}", | ||
| "_time": "2024-01-15T10:30:00.123456789Z", | ||
| "_tag": "app.logs" | ||
| } | ||
| ``` | ||
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Fix the repeated sentence starts to resolve the lint warning.
The transformation steps repeatedly start with "If...", which triggers a style warning. This issue was flagged in a previous review and marked as addressed, but the current code still contains the repeated pattern. The PR objectives mention that linting errors need to be fixed.
✍️ Suggested rewording to eliminate repetition
📝 Committable suggestion
🧰 Tools
🪛 LanguageTool
[style] ~97-~97: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...s are included in the output record. 3. If
raw_log_keyis set, the captured JSON...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~98-~98: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ... key with that name already exists). 4. If
time_keyis set, a timestamp in RFC 3...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~99-~99: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ... key with that name already exists). 5. If
add_tagis enabled, the Fluent Bit ta...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
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