# Grep

The *Grep Filter* plugin lets you match or exclude specific records based on regular expression patterns for values or nested values.

## Configuration parameters

The plugin supports the following configuration parameters:

| Key          | Value Format | Description                                                                                                                                                                                                                         |
| ------------ | ------------ | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `Regex`      | KEY REGEX    | Keep records where the content of KEY matches the regular expression.                                                                                                                                                               |
| `Exclude`    | KEY REGEX    | Exclude records where the content of KEY matches the regular expression.                                                                                                                                                            |
| `Logical_Op` | Operation    | Specify a logical operator: `AND`, `OR` or `legacy` (default). In `legacy` mode the behaviour is either `AND` or `OR` depending on whether the `grep` is including (uses AND) or excluding (uses OR). Available from 2.1 or higher. |

### Record Accessor Enabled

Enable the [Record Accessor](/manual/3.2/administration/configuring-fluent-bit/classic-mode/record-accessor.md) feature to specify the KEY. Use the record accessor to match values against nested values.

## Filter records

To start filtering records, run the filter from the command line or through the configuration file. The following example assumes that you have a file named `lines.txt` with the following content:

```
{"log": "aaa"}
{"log": "aab"}
{"log": "bbb"}
{"log": "ccc"}
{"log": "ddd"}
{"log": "eee"}
{"log": "fff"}
{"log": "ggg"}
```

### Command line

When using the command line, pay close attention to quote the regular expressions. Using a configuration file might be easier.

The following command loads the [tail](https://github.com/fluent/fluent-bit-docs/blob/master/pipeline/inputs/tail/README.md) plugin and reads the content of `lines.txt`. Then the `grep` filter applies a regular expression rule over the `log` field created by the `tail` plugin and only passes records with a field value starting with `aa`:

```
$ bin/fluent-bit -i tail -p 'path=lines.txt' -F grep -p 'regex=log aa' -m '*' -o stdout
```

### Configuration file

{% tabs %}
{% tab title="fluent-bit.conf" %}

```python
[SERVICE]
    parsers_file /path/to/parsers.conf

[INPUT]
    name   tail
    path   lines.txt
    parser json

[FILTER]
    name   grep
    match  *
    regex  log aa

[OUTPUT]
    name   stdout
    match  *
```

{% endtab %}

{% tab title="fluent-bit.yaml" %}

```yaml
service:
    parsers_file: /path/to/parsers.conf
pipeline:
    inputs:
        - name: tail
          path: lines.txt
          parser: json
    filters:
        - name: grep
          match: '*'
          regex: log aa
    outputs:
        - name: stdout
          match: '*'

```

{% endtab %}
{% endtabs %}

The filter lets you use multiple rules which are applied in order. You can have as many `Regex` and `Exclude` entries as required.

### Nested fields example

To match or exclude records based on nested values, you can use [Record Accessor](/manual/3.2/administration/configuring-fluent-bit/classic-mode/record-accessor.md) format as the `KEY` name.

Consider the following record example:

```javascript
{
    "log": "something",
    "kubernetes": {
        "pod_name": "myapp-0",
        "namespace_name": "default",
        "pod_id": "216cd7ae-1c7e-11e8-bb40-000c298df552",
        "labels": {
            "app": "myapp"
        },
        "host": "minikube",
        "container_name": "myapp",
        "docker_id": "370face382c7603fdd309d8c6aaaf434fd98b92421ce"
    }
}
```

For example, to exclude records that match the nested field `kubernetes.labels.app`, use the following rule:

{% tabs %}
{% tab title="fluent-bit.conf" %}

```python
[FILTER]
    Name    grep
    Match   *
    Exclude $kubernetes['labels']['app'] myapp
```

{% endtab %}

{% tab title="fluent-bit.yaml" %}

```yaml
    filters:
        - name: grep
          match: '*'
          exclude: $kubernetes['labels']['app'] myapp
```

{% endtab %}
{% endtabs %}

### Excluding records with missing or invalid fields

You might want to drop records that are missing certain keys.

One way to do this is to `exclude` with a regex that matches anything. A missing key fails this check.

The followinfg example checks for a specific valid value for the key:

{% tabs %}
{% tab title="fluent-bit.conf" %}

```
# Use Grep to verify the contents of the iot_timestamp value.
# If the iot_timestamp key does not exist, this will fail
# and exclude the row.
[FILTER]
    Name                     grep
    Alias                    filter-iots-grep
    Match                    iots_thread.*
    Regex                    iot_timestamp ^\d{4}-\d{2}-\d{2}
```

{% endtab %}

{% tab title="fluent-bit.yaml" %}

```yaml
    filters:
        - name: grep
          alias: filter-iots-grep
          match: iots_thread.*
          regex: iot_timestamp ^\d{4}-\d{2}-\d{2}
```

{% endtab %}
{% endtabs %}

The specified key `iot_timestamp` must match the expected expression. If it doesn't, or is missing or empty, then it will be excluded.

### Multiple conditions

If you want to set multiple `Regex` or `Exclude`, use the `Logical_Op` property to use a logical conjuction or disjunction.

If `Logical_Op` is set, setting both `Regex` and `Exclude` results in an error.

{% tabs %}
{% tab title="fluent-bit.conf" %}

```python
[INPUT]
    Name dummy
    Dummy {"endpoint":"localhost", "value":"something"}
    Tag dummy

[FILTER]
    Name grep
    Match *
    Logical_Op or
    Regex value something
    Regex value error

[OUTPUT]
    Name stdout
```

{% endtab %}

{% tab title="fluent-bit.yaml" %}

```yaml
pipeline:
    inputs:
        - name: dummy
          dummy: '{"endpoint":"localhost", "value":"something"}'
          tag: dummy
    filters:
        - name: grep
          match: '*'
          logical_op: or
          regex:
            - value something
            - value error
    outputs:
        - name: stdout
```

{% endtab %}
{% endtabs %}

The output looks similar to:

```
Fluent Bit v2.0.9
* Copyright (C) 2015-2022 The Fluent Bit Authors
* Fluent Bit is a CNCF sub-project under the umbrella of Fluentd
* https://fluentbit.io

[2023/01/22 09:46:49] [ info] [fluent bit] version=2.0.9, commit=16eae10786, pid=33268
[2023/01/22 09:46:49] [ info] [storage] ver=1.2.0, type=memory, sync=normal, checksum=off, max_chunks_up=128
[2023/01/22 09:46:49] [ info] [cmetrics] version=0.5.8
[2023/01/22 09:46:49] [ info] [ctraces ] version=0.2.7
[2023/01/22 09:46:49] [ info] [input:dummy:dummy.0] initializing
[2023/01/22 09:46:49] [ info] [input:dummy:dummy.0] storage_strategy='memory' (memory only)
[2023/01/22 09:46:49] [ info] [filter:grep:grep.0] OR mode
[2023/01/22 09:46:49] [ info] [sp] stream processor started
[2023/01/22 09:46:49] [ info] [output:stdout:stdout.0] worker #0 started
[0] dummy: [1674348410.558341857, {"endpoint"=>"localhost", "value"=>"something"}]
[0] dummy: [1674348411.546425499, {"endpoint"=>"localhost", "value"=>"something"}]
```


---

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