---
title: "Mandiant Advantage collector"
canonical: "https://docs.devo.com/space/latest/386859012/Mandiant%20Advantage%20collector"
format: markdown
---
> Macro (toc)

## Overview

Mandiant takes an intelligence-led, multi-vendor approach to XDR, enhancing existing security controls and enabling the SOC to improve efficiency and efficacy in finding malicious security incidents quickly and at scale.

The Mandiant Advantage collector allows users to ingest alerts and create lookups based on Mandiant threat intelligence.

## Devo collector features

| **Feature** | **Details** |
| --- | --- |
| Allow parallel downloading (`multipod`) | `not allowed` |
| Running environments | - `collector server`
- `on-premise` |
| Populated Devo events | - `table`
- `lookups` |
| Flattening preprocessing | `no` |
| Allowed source events obfuscation | `yes` |

## Data sources

| **Data source** | **Description** | **API endpoint** | **Collector service name** | **Devo table** | **Available from release** |
| --- | --- | --- | --- | --- | --- |
| Mandiant Advantage Digital Threat Monitoring | DTM Alerts | `/v4/dtm/alerts` | `dtm_alert` | `xdr.mandiant.threatintel.dtm_alert` | v0.0 |
| Mandiant Threat Intelligence | Indicators | `/v4/indicator` | `indicator` | N/A | v0.0 |

For more information on how the events are parsed, [visit our page](https://devodocs.atlassian.net/wiki/spaces/latest/pages/387219457).

## Minimum configuration required for basic pulling

Although this collector supports advanced configuration, the fields required to retrieve data with basic configuration are defined below.

> ℹ️ This minimum configuration refers exclusively to those specific parameters of this integration. There are more required parameters related to the generic behavior of the collector. Check setting sections for details.

| **Setting** | **Details** |
| --- | --- |
| `api_key_public` | The Mandiant public API key |
| `api_key_secret` | The Mandiant secret API key |

> ℹ️ See the **Accepted authentication methods** section to verify what settings are required based on the desired authentication method.

## Accepted authentication methods

|  |  |
| --- | --- |
| **Authentication method** | **API key public / secret** |
| API key | Required |

## Run the collector

Once the data source is configured, you can either send us the required information if you want us to host and manage the collector for you (<u>Cloud collector</u>), or deploy and host the collector in your own machine using a Docker image (<u>On-premise collector</u>).

> Macro (rw-ui-tabs-macro)
> 
> > Macro (rw-tab)
> 
> We use a piece of software called Collector Server to host and manage all our available collectors. If you want us to host this collector for you, [get in touch with us](https://devo.my.site.com/support/login?ec=302&startURL=%2Fsupport%2Fs%2F) and we will guide you through the configuration.
> 
> > Macro (rw-tab)
> 
> This data collector can be run in any machine that has the Docker service available because it should be executed as a docker container. The following sections explain how to prepare all the required setup for having the data collector running.
> 
> ### Structure
> 
> The following directory structure should be created for being used when running the collector:
> 
> ```
> <any_directory>
> └── devo-collectors/
>     └── <product_name>/
>         ├── certs/
>         │   ├── chain.crt
>         │   ├── <your_domain>.key
>         │   └── <your_domain>.crt
>         ├── state/
>         └── config/ 
>             └── config.yaml 
> ```
> 
> > ⚠️ Replace `<product_name>` with the proper value.
> 
> ### Devo credentials
> 
> In Devo, go to **Administration → Credentials → X.509 Certificates**, download the **Certificate**, **Private key** and **Chain CA** and save them in `<product_name>/certs/`. Learn more about security credentials in Devo [here](#).
> 
> ![image](media://3b371d47-b047-4110-8259-1f7366e0de73)
> 
> > ⚠️ Replace `<product_name>` with the proper value.
> 
> ### Editing the config.yaml file
> 
> ```
> globals:
>   debug: <debug_status>
>   id: not_used
>   name: mandiant_advantage
>   persistence:
>     type: filesystem
>     config:
>       directory_name: state
> outputs:
>   devo_us_1:
>     type: devo_platform
>     config:
>       address: <devo_address>
>       port: 443
>       type: SSL
>       chain: <chain_filename>
>       cert: <cert_filename>
>       key: <key_filename>
> inputs:
>   mandiant_advantage:
>     id: <input_id_value>
>     enabled: true
>     environment: <environment_value>
>     credentials:
>       api_key_public: <api_key_public_value>
>       api_key_secret: <api_key_secret_value>
>     services:
>       dtm_alert:
>         override_tag: <override_tag_value>
>         start_time_in_utc: <start_time_in_utc_value>
>         obfuscation_data: [<obfuscation_data_values>]
>       indicator:
>         override_base_lookup_name: <override_base_lookup_name_value>
>         override_m_score_threshold: <override_m_score_threshold_value>
>         override_lookback_days: <override_lookback_days_value>
> ```
> 
> > ℹ️ All defined service entities will be executed by the collector. If you do not want to run any of them, just remove the entity from the `services` object.
> 
> Replace the placeholders with your required values following the description table below:
> 
> |  |  |  |  |  |
> | --- | --- | --- | --- | --- |
> | **Parameter** | **Data type** | **Type** | **Value Range / Format** | **Details** |
> | `debug_status` | `bool` | mandatory | true / false | If the value is `true`, the debug logging traces will be enabled when running the collector. If the value is `false`, only the info, warning, and error logging levels will be printed. |
> | `devo_address` | `str` | mandatory | - collector-us.devo.io
> - collector-eu.devo.io | Use this parameter to identify the Devo Cloud where the events will be sent. |
> | `chain_filename` | `str` | mandatory | minimum length: 4<br>maximum length: 20 | Use this parameter to identify the chain.cert file downloaded from your Devo domain. Usually this file's name is: `chain.crt`. |
> | `cert_filename` | `str` | mandatory | minimum length: 4<br>maximum length: 20 | Use this parameter to identify the file.cert downloaded from your Devo domain. |
> | `key_filename` | `str` | mandatory | minimum length: 4<br>maximum length: 20 | Use this parameter to identify the file.key downloaded from your Devo domain. |
> | `input_id_value` | `str` | mandatory | minimum length: 1<br>maximum length: 5 | Use this parameter to give a unique ID to this input service.<br>> ⚠️ This parameter is used to build the persistence address; do not use the same value for multiple collectors. It could cause a collision. |
> | `environment_value` | `str` | optional | minimum length: 1 | This is an optional control parameter that is injected into the events and allows you to differentiate the environment. For example: dev and prod.<br>> ℹ️ This parameter should be removed if it is not used. |
> | `api_key_public_value` | `str` | mandatory | minimum length: 1 | The Mandiant Advantage public API key |
> | `api_key_secret_value` | `str` | mandatory | minimum length: 1 | The Mandiant Advantage secret API key |
> | `override_tag_value` | `str` | optional | Devo tag-friendly string (no special characters, spaces, etc.) For more information see <u>[Devo Tags](https://docs.devo.com/space/latest/95126204/About%20Devo%20tags)</u>. | An optional tag that allows users to override the service default tags.<br>> ℹ️ This parameter can be removed or commented. |
> | `start_time_in_utc_value` | `str` | optional | UTC datetime string having datetime string format `%-Y-%m-%d %H-%M-%S` (e.g., “`2000-01-01 00:00:01`”) | This configuration allows you to set a custom date as the beginning of the period to download. This allows downloading historical data (one month back for example) before downloading new events.<br>> ℹ️ This parameter should be removed if it is not used. |
> | `obfuscation_data_values` | `array<object>` | optional | The objects in the array look like this:<br>```
> obfuscation_data:
>    - name:
>        -
> credentials
>        - "*"
>      value: 
> "**********"
> ``` | Each object represents the necessary configuration to obfuscate messages before these are sent to Devo.<br>> ℹ️ This parameter can be removed or commented. |
> | `override_base_lookup_name_value` | `str` | optional | minimum length: 1 | An optional configuration that allows the user to specify a new name for the CEWL lookup table.<br>The default value is `mandiant_threat_intelligence` if this parameter is not specified |
> | `override_m_score_threshold_value` | `int` | optional | minimum value: 0<br>maximum value: 100 | An optional parameter that allows users to override the minimum M score used to fetch indicators.<br>The default value is 80.<br>> ℹ️ This parameter can be removed or commented. |
> | `override_lookback_days_value` | `int` | optional | minimum value: 1<br>maximum value: 3650 | An optional parameter that allows users to specify the lookback period the collector uses when fetching all indicators that were updated during that period.<br>The default value is 90.<br>> ℹ️ This parameter can be removed or commented. |
> 
> ### Download the Docker image
> 
> The collector should be deployed as a Docker container. Download the Docker image of the collector as a .tgz file by clicking the link in the following table:
> 
> | **Collector Docker image** | **SHA-256 hash** |
> | --- | --- |
> | [collector-mandiant_advantage_if-docker-image-1.0.0](https://drive.google.com/file/d/1LWtYN4iGwTHq-uvWcbM-FQcnLbDWvPBo/view?usp=drive_link) | `4ffb3af392a8075e8d452d262d97cc4e3fabc351e0aa4b0777e27593a309fb1d` |
> 
> Use the following command to add the Docker image to the system:
> 
> ```
> gunzip -c <image_file>-<version>.tgz | docker load
> ```
> 
> > ⚠️ Once the Docker image is imported, it will show the real name of the Docker image (including version info). Replace `<image_file>` and `<version>` with a proper value.
> 
> The Docker image can be deployed on the following services:
> 
> #### Docker
> 
> Execute the following command on the root directory `<any_directory>/devo-collectors/<product_name>/`
> 
> ```
> docker run 
> --name collector-<product_name> 
> --volume $PWD/certs:/devo-collector/certs 
> --volume $PWD/config:/devo-collector/config 
> --volume $PWD/state:/devo-collector/state 
> --env CONFIG_FILE=config.yaml 
> --rm 
> --interactive 
> --tty 
> <image_name>:<version>
> ```
> 
> > ⚠️ Replace `<product_name>`, `<image_name>` and `<version>` with the proper values.
> 
> #### Docker Compose
> 
> The following Docker Compose file can be used to execute the Docker container. It must be created in the `<any_directory>/devo-collectors/<product_name>/` directory.
> 
> ```
> version: '3'
> services:
>   collector-<product_name>:
>     image: <image_name>:${IMAGE_VERSION:-latest}
>     container_name: collector-<product_name>
>     volumes:
>       - ./certs:/devo-collector/certs
>       - ./config:/devo-collector/config
>       - ./credentials:/devo-collector/credentials
>       - ./state:/devo-collector/state
>     environment:
>       - CONFIG_FILE=${CONFIG_FILE:-config.yaml}
> ```
> 
> To run the container using docker-compose, execute the following command from the `<any_directory>/devo-collectors/<product_name>/` directory:
> 
> ```
> IMAGE_VERSION=<version> docker-compose up -d
> ```
> 
> > ⚠️ Replace `<product_name>`, `<image_name>` and `<version>` with the proper values.

## Collector services detail

This section is intended to explain how to proceed with specific actions for services.

### Events service

<details>
<summary>Verify data collection</summary>

### dtm_alert

#### Internal process and deduplication method

All Mandiant Advantage DTM alert records are continuously pulled subject to the last_updated timestamp property.. A unique hash value is computed for each event and used for deduplication purposes to ensure events are not fetched multiple times in subsequent pulls.

#### Devo categorization and destination

All events of this service are ingested into the table `xdr.mandiant.threatintel.dtm_alert`

#### Setup output

A successful run has the following output messages for the setup module:

```
2023-08-30T00:07:08.594    INFO InputProcess::MainThread -> AdvantagePullerSetup(unknown,mandiant_advantage#10001,indicator#predefined) -> Starting thread
2023-08-30T00:07:08.595    INFO InputProcess::MainThread -> IndicatorPuller(mandiant_advantage,10001,indicator,predefined) - Starting thread
InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Waiting until setup will be executed
2023-08-30T00:07:08.595 WARNING InputProcess::AdvantagePullerSetup(unknown,mandiant_advantage#10001,indicator#predefined) -> The token/header/authentication has not been created yet
InputProcess::AdvantagePullerSetup(unknown,mandiant_advantage#10001,indicator#predefined) -> Testing fetch from /v4/indicator
2023-08-30T00:07:09.188    INFO InputProcess::AdvantagePullerSetup(unknown,mandiant_advantage#10001,indicator#predefined) -> Successfully tested fetch from /v4/indicator. Source is pullable.
2023-08-30T00:07:09.189    INFO InputProcess::AdvantagePullerSetup(unknown,mandiant_advantage#10001,indicator#predefined) -> Setup for module <IndicatorPuller> has been successfully executed
```

#### Puller output

```
2023-09-16T22:04:48.698    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> IndicatorPuller(mandiant_advantage,10001,indicator,predefined) Starting the execution of pre_pull()
2023-09-16T22:04:48.698    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Reading persisted data
2023-09-16T22:04:48.698    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Data retrieved from the persistence: {'@persistence_version': 1, 'start_time_in_utc': '2023-08-25T00:00:00Z', 'last_event_time_in_utc': '2023-08-25T00:00:00Z', 'last_ids': [], 'next_page': None, 'lookups_created': [], 'base_lookup_name': 'mandiant_threat_intelligence', 'params_gte_mscore': 90}
2023-09-16T22:04:48.699    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Running the persistence upgrade steps
2023-09-16T22:04:48.699    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Running the persistence corrections steps
2023-09-16T22:04:48.699    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Running the persistence corrections steps
2023-09-16T22:04:48.699 WARNING InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> The persistence version value is <ZERO>, so no persistence will be allocated
2023-09-16T22:04:48.699    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> IndicatorPuller(mandiant_advantage,10001,indicator,predefined) Finalizing the execution of pre_pull()
2023-09-16T22:04:48.699    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Starting data collection every 86400 seconds
2023-09-16T22:04:48.699    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Pull Started
2023-09-16T22:04:48.701    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Fetching indicator records from /v4/indicator subject to params={'start_epoch': 1694829888, 'end_epoch': 1694916288, 'limit': 1000, 'gte_mscore': 80, 'include_campaigns': True, 'include_reports': True, 'exclude_osint': False, 'last_seen': 'asc'}
2023-09-16T22:04:49.686    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Received 1000 indicator record(s) from /v4/indicator.
2023-09-16T22:04:49.726    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Upserting data from 102 record(s) and sending to Devo lookup mandiant_threat_intelligence_ipv4
2023-09-16T22:04:49.737    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Lookup mandiant_threat_intelligence_ipv4 creation not yet started. Instantiating factory...
2023-09-16T22:04:49.746    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Upserting data from 148 record(s) and sending to Devo lookup mandiant_threat_intelligence_fqdn
2023-09-16T22:04:49.760    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Lookup mandiant_threat_intelligence_fqdn creation not yet started. Instantiating factory...
2023-09-16T22:04:49.772    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Upserting data from 292 record(s) and sending to Devo lookup mandiant_threat_intelligence_url
2023-09-16T22:04:49.801    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Lookup mandiant_threat_intelligence_url creation not yet started. Instantiating factory...
2023-09-16T22:04:49.824    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Upserting data from 458 record(s) and sending to Devo lookup mandiant_threat_intelligence_md5
2023-09-16T22:04:49.826    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Lookup mandiant_threat_intelligence_md5 creation not yet started. Instantiating factory...
2023-09-16T22:04:49.902    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> (Partial) Statistics for this pull cycle (@devo_pulling_id=1694916288698):Number of requests made: 1; Number of events received: 1000; Number of duplicated events filtered out: 0; Number of events generated and sent: 1000; Average of events per second: 831.756.
...
2023-09-16T22:05:00.963    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Received 0 indicator record(s) from /v4/indicator.
2023-09-16T22:05:00.963    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Reached the last page of results for /v4/indicator. Flushing lookup jobs and setting pull_completed to True.
2023-09-16T22:05:00.964    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Flushing and closing pre-existing lookup jobs
2023-09-16T22:05:00.964    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Flushing mandiant_threat_intelligence_ipv4 lookup job and closing buffer
2023-09-16T22:05:00.964    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Flushing mandiant_threat_intelligence_fqdn lookup job and closing buffer
2023-09-16T22:05:00.964    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Flushing mandiant_threat_intelligence_url lookup job and closing buffer
2023-09-16T22:05:00.965    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Flushing mandiant_threat_intelligence_md5 lookup job and closing buffer
2023-09-16T22:05:00.965    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> (Partial) Statistics for this pull cycle (@devo_pulling_id=1694916288698):Number of requests made: 19; Number of events received: 17029; Number of duplicated events filtered out: 0; Number of events generated and sent: 17029; Average of events per second: 1388.361.
2023-09-16T22:05:00.965    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Statistics for this pull cycle (@devo_pulling_id=1694916288698):Number of requests made: 19; Number of events received: 17029; Number of duplicated events filtered out: 0; Number of events generated and sent: 17029; Average of events per second: 1388.337.
2023-09-16T22:05:00.965    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> The data is up to date!
```

After a successful collector’s execution (that is, no error logs found), you will see the following log message:

```
2023-09-16T22:05:00.966    INFO InputProcess::IndicatorPuller(mandiant_advantage,10001,indicator,predefined) -> Data collection completed. Elapsed time: 12.268 seconds. Waiting for 86387.732 second(s) until the next one
```
</details>

<details>
<summary>Restart the persistence</summary>

This collector is snapshot based (all events are fetched on each pull) and thus does not facilitate persistence management. To send data to a new lookup table, you only need to change the override lookup base table name in the user config; the new tables will be created on the next pull.
</details>

<details>
<summary>Troubleshooting</summary>

This collector has different security layers that detect both an invalid configuration and abnormal operation. This table will help you detect and resolve the most common errors.

#### Common logic

|  |  |  |  |  |
| --- | --- | --- | --- | --- |
| **Error type** | **Error ID** | **Error message** | **Cause** | **Solution** |
| InitVariablesError | 1 | Invalid `start_time_in_utc: {ini_start_str}`. Must be in parseable datetime format. | The configured `start_time_in_utc` parameter is a non-parseable format. | Update the `start_time_in_utc` value to have the recommended format as indicated in the guide. |
| InitVariablesError | 2 | Invalid `start_time_in_utc: {ini_start_str}`. Must be in the past. | The configured `start_time_in_utc` parameter is a future date. | Update the `start_time_in_utc` value to a past datetime. |
| SetupError | 101 | Failed to fetch OAuth token from `{token_endpoint}`. Exception: `{e}`. | The provided credentials, base URL, and/or token endpoint is incorrect. | Revisit the configuration steps and ensure that the correct values were specified in the config file. |
| SetupError | 102 | Failed to fetch data from `{endpoint}`. Source is not pullable. | The provided credentials, base URL, and/or token endpoint is incorrect. | Revisit the configuration steps and ensure that the correct values were specified in the config file. |

#### Custom troubleshooting for indicator service

The following errors are related to a specific service.

| **Error type** | **Error ID** | **Error message** | **Cause** | **Solution** |
| --- | --- | --- | --- | --- |
| LookupJobError | 500 | Couldn't send the `lookup_message` of the table `{lookup_name}` cause `{rejected}` number of rows have been rejected. | The Devo Lookups’ service is having issues processing your request. | Contact Devo support to check the status of the service. |
| LookupJobError | 501 | Detected `{duplicate_count}` duplicate key(s) `({key})` in the lookup data: `{duplicate_key_str}`. | The server returned entries with similar `value` properties for multiple indicators of the same type. | Contact Devo support. |
</details>

## Collector operations

This section is intended to explain how to proceed with specific operations of this collector.

<details>
<summary>Verify collector operations</summary>

### Initialization

The initialization module is in charge of setup and running the input (pulling logic) and output (delivering logic) services and validating the given configuration.

A successful run has the following output messages for the initializer module:

```
2023-01-10T15:22:57.146    INFO MainProcess::MainThread -> Loading configuration using the following files: {"full_config": "config-test-local.yaml", "job_config_loc": null, "collector_config_loc": null}
2023-01-10T15:22:57.146    INFO MainProcess::MainThread -> Using the default location for "job_config_loc" file: "/etc/devo/job/job_config.json"
2023-01-10T15:22:57.147    INFO MainProcess::MainThread -> "\etc\devo\job" does not exists
2023-01-10T15:22:57.147    INFO MainProcess::MainThread -> Using the default location for "collector_config_loc" file: "/etc/devo/collector/collector_config.json"
2023-01-10T15:22:57.148    INFO MainProcess::MainThread -> "\etc\devo\collector" does not exists
2023-01-10T15:22:57.148    INFO MainProcess::MainThread -> Results of validation of config files parameters: {"config": "C:\git\collectors2\devo-collector-<name>\config\config.yaml", "config_validated": True, "job_config_loc": "/etc/devo/job/job_config.json", "job_config_loc_default": True, "job_config_loc_validated": False, "collector_config_loc": "/etc/devo/collector/collector_config.json", "collector_config_loc_default": True, "collector_config_loc_validated": False}
2023-01-10T15:22:57.171 WARNING MainProcess::MainThread -> [WARNING] Illegal global setting has been ignored -> multiprocessing: False
```

### Events delivery and Devo ingestion

The event delivery module is in charge of receiving the events from the internal queues where all events are injected by the pullers and delivering them using the selected compatible delivery method.

A successful run has the following output messages for the initializer module:

```
2023-01-10T15:23:00.788    INFO OutputProcess::MainThread -> DevoSender(standard_senders,devo_sender_0) -> Starting thread
2023-01-10T15:23:00.789    INFO OutputProcess::MainThread -> DevoSenderManagerMonitor(standard_senders,devo_1) -> Starting thread (every 300 seconds)
2023-01-10T15:23:00.790    INFO OutputProcess::MainThread -> DevoSenderManager(standard_senders,manager,devo_1) -> Starting thread
2023-01-10T15:23:00.842    INFO OutputProcess::MainThread -> global_status: {"output_process": {"process_id": 18804, "process_status": "running", "thread_counter": 21, "thread_names": ["MainThread", "pydevd.Writer", "pydevd.Reader", "pydevd.CommandThread", "pydevd.CheckAliveThread", "DevoSender(standard_senders,devo_sender_0)", "DevoSenderManagerMonitor(standard_senders,devo_1)", "DevoSenderManager(standard_senders,manager,devo_1)", "OutputStandardConsumer(standard_senders_consumer_0)", 
```

#### Sender services

The Integrations Factory Collector SDK has 3 different senders services depending on the event type to delivery (`internal`, `standard`, and `lookup`). This collector uses the following Sender Services:

| **Sender services** | **Description** |
| --- | --- |
| `internal_senders` | In charge of delivering internal metrics to Devo such as logging traces or metrics. |
| `standard_senders` | In charge of delivering pulled events to Devo. |

#### Sender statistics

Each service displays its own performance statistics that allow checking how many events have been delivered to Devo by type:

| **Logging trace** | **Description** |
| --- | --- |
| `Number of available senders: 1` | Displays the number of concurrent senders available for the given Sender Service. |
| `sender manager internal queue size: 0` | Displays the items available in the internal sender queue. |
| `Total number of messages sent: 57, messages sent since "2023-01-10 16:09:16.116750+00:00": 0 (elapsed 0.000 seconds` | Displays the number of events from the last time and following the given example, the following conclusions can be obtained:<br>- 44 events were sent to Devo since the collector started.
- The last checkpoint timestamp was `2023-01-10 16:09:16.116750+00:00`.
- 21 events where sent to Devo between the last UTC checkpoint and now.
- Those 21 events required `0.007 seconds` to be delivered. |
</details>

<details>
<summary>Check memory usage</summary>

To check the memory usage of this collector, look for the following log records in the collector which are displayed every 5 minutes by default, always after running the memory-free process.

- The used memory is displayed by running processes and the sum of both values will give the total used memory for the collector.
- The global pressure of the available memory is displayed in the `global` value.
- All metrics (Global, RSS, VMS) include the value before freeing and after `previous -> after freeing memory`

```
INFO InputProcess::MainThread -> [GC] global: 20.4% -> 20.4%, process: RSS(34.50MiB -> 34.08MiB), VMS(410.52MiB -> 410.02MiB)
INFO OutputProcess::MainThread -> [GC] global: 20.4% -> 20.4%, process: RSS(28.41MiB -> 28.41MiB), VMS(705.28MiB -> 705.28MiB)
```

> ℹ️ Differences between `RSS` and `VMS` memory usage:
> ℹ️ 
> ℹ️ - `RSS` is the Resident Set Size, which is the actual physical memory the process is using
> ℹ️ - `VMS` is the Virtual Memory Size which is the virtual memory that process is using
</details>

## Change log

| **Release** | **Released on** | **Release type** | **Details** | **Recommendations** |
| --- | --- | --- | --- | --- |
| `v1.0.0` | 9/25/2023 | [INITIAL VERSION] | New collector | `Recommended version` |