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Minimum configuration required for basic pulling

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

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

Credential api_key

organization_id

Credential organization_id

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

Overview

Automox cross-platform solution which simplifies and automates critical patching, software updates, security configurations, and custom scripting across a diversity of endpoints. It helps them easily act in real-time to drive greater strategic value and security outcomes for their business.

Devo collector features

Feature

Details

Allow parallel downloading (multipod)

Not allowed

Allowed

Running environments

Collector server

On-premise

Populated Devo events

Table

Flattening preprocessing

No

Data sources

Data Source

Description

API Endpoint

Collector service name

Devo Table

Available from release

Access History

This topic provides concepts on the user access history in Snowflake.

SELECT * FROM access_history

access_history

db.snowflake.history.access

v1.0.0

Login History

This topic is used to query login attempts by Snowflake users within the last 365 days (1 year).

SELECT * FROM login_history

login_history

db.snowflake.history.login

v1.0.0

Sessions

This topic provides information on the session, including information on the authentication method to Snowflake and the Snowflake login event.

SELECT * FROM sessions

sessions

db.snowflake.history.session

v1.0.0

Custom SQL

This topic provides the chance to perform a custom SQL query

{custom_query}

custom_service

my.app.{custom_level_1}.{custom_level_2}

v1.0.0

Vendor setup

There are some requirements to run this collector. You will need to:

Follow these steps:

Accepted authentication methods

Authentication Method

Username

Password

api_key

REQUIRED

REQUIRED

organization_id

REQUIRED

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 (Cloud collector), or deploy and host the collector in your own machine using a Docker image (On-premise collector).

Collector services detail

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

All packages for all devices

 Internal process and deduplication method
  • We pull the data from the first page and send it to Devo until a subsequent pull returns an empty list.

  • In this service, persistence is not being used.

 Devo categorization and destination

All events of All packages for all devices service are ingested into the table my.app.automox.all_packages_for_all_devices.

 Verify data collection

Once the collector has been launched, it is important to check if the ingestion is performed in a proper way. To do so, go to the collector’s logs console.

This service has the following components:

Component

Description

Setup

The setup module is in charge of authenticating the service and managing the token expiration when needed.

Puller

The setup module is in charge of pulling the data in a organized way and delivering the events via SDK.

Setup output

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

2023-01-23T11:24:19.182	INFO InputProcess::MainThread -> InputThread(automox_data_puller,12345) - Starting thread (execution_period=60s)
2023-01-23T11:24:19.182	INFO InputProcess::MainThread -> ServiceThread(automox_data_puller,12345,all_packages_for_all_devices,predefined) - Starting thread (execution_period=60s)
2023-01-23T11:24:19.183	INFO InputProcess::MainThread -> AutomoxDataPullerSetup(automox_collector,automox_data_puller#12345,all_packages_for_all_devices#predefined) -> Starting thread
2023-01-23T11:24:19.183	INFO InputProcess::MainThread -> AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) - Starting thread
2023-01-23T11:24:19.183 WARNING InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> Waiting until setup will be executed
2023-01-23T11:24:19.184	INFO InputProcess::AutomoxDataPullerSetup(automox_collector,automox_data_puller#12345,all_packages_for_all_devices#predefined) -> Setup for module <AutomoxAllPackagesForAllDevicesDataPuller> has been successfully executed

Puller output

A successful initial run has the following output messages for the puller module:

Note that the PrePull action is executed only one time before the first run of the Pull action.

2023-01-20T11:28:11.449	INFO InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> Pull Started
2023-01-20T11:28:11.450	INFO OutputProcess::MainThread -> DevoSender(standard_senders,devo_sender_0) -> Starting thread
2023-01-20T11:28:11.451	INFO OutputProcess::MainThread -> DevoSenderManagerMonitor(standard_senders,devo_eu_1) ->
Starting thread (every 300 seconds)
2023-01-20T11:28:11.451	INFO OutputProcess::MainThread -> DevoSenderManager(standard_senders,manager,devo_eu_1) -> Starting thread
2023-01-20T11:28:11.451	INFO OutputProcess::MainThread -> ConsoleSender(standard_senders,console_sender_0) -> Starting thread
2023-01-20T11:28:11.452	INFO OutputProcess::MainThread -> ConsoleSenderManagerMonitor(standard_senders,console_1) -> Starting thread (every 300 seconds)
2023-01-20T11:28:11.452	INFO OutputProcess::MainThread -> ConsoleSenderManager(standard_senders,manager,console_1) -> Starting thread
2023-01-20T11:28:11.453	INFO OutputProcess::MainThread -> DevoSender(lookup_senders,devo_sender_0) -> Starting thread
2023-01-20T11:28:11.457	INFO OutputProcess::MainThread -> DevoSenderManagerMonitor(lookup_senders,devo_eu_1) -> Starting thread (every 300 seconds)
2023-01-20T11:28:11.458	INFO OutputProcess::MainThread -> DevoSenderManager(lookup_senders,manager,devo_eu_1) -> Starting thread
2023-01-20T11:28:11.458	INFO OutputProcess::MainThread -> ConsoleSender(lookup_senders,console_sender_0) -> Starting thread
2023-01-20T11:28:11.463	INFO OutputProcess::MainThread -> ConsoleSenderManagerMonitor(lookup_senders,console_1) -> Starting thread (every 300 seconds)
2023-01-20T11:28:11.464	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "devo.collectors.out.local.info", "content": "{\"msg\": \"Setup for module <AutomoxAllPackagesForAllDevicesDataPuller> has been successfully executed\", \"time\": \"2023-01-20T05:58:11.446642Z\", \"level\": \"info\", \"collector_name\": \"automox_collector\", \"collector_version\": \"5.1.3\", \"collector_image\": null, \"input_name\": \"automox_data_puller\", \"service_name\": \"all_packages_for_all_devices\", \"module_name\": \"AutomoxAllPackagesForAllDevicesDataPuller\"}"}
2023-01-20T11:28:11.464	INFO OutputProcess::MainThread -> ConsoleSenderManager(lookup_senders,manager,console_1) -> Starting thread
2023-01-20T11:28:11.464	INFO OutputProcess::MainThread -> DevoSender(internal_senders,devo_sender_0) -> Starting thread
2023-01-20T11:28:11.465	INFO OutputProcess::MainThread -> DevoSenderManagerMonitor(internal_senders,devo_eu_1) -> Starting thread (every 300 seconds)
2023-01-20T11:28:11.465	INFO OutputProcess::MainThread -> DevoSenderManager(internal_senders,manager,devo_eu_1) -> Starting thread
2023-01-20T11:28:11.465	INFO OutputProcess::MainThread -> ConsoleSender(internal_senders,console_sender_0) -> Starting thread
2023-01-20T11:28:11.465	INFO OutputProcess::MainThread -> ConsoleSenderManagerMonitor(internal_senders,console_1) -> Starting thread (every 300 seconds)
2023-01-20T11:28:11.465	INFO OutputProcess::MainThread -> ConsoleSenderManager(internal_senders,manager,console_1) -> Starting thread
2023-01-20T11:28:11.467	INFO OutputProcess::ConsoleSender(internal_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.303", "tag": "devo.collectors.out.global.info", "content": "{\"build_time\": \"UNKNOWN\", \"os_info\": \"Linux-5.15.0-58-generic-x86_64-with-glibc2.35\", \"collector_name\": \"automox_collector\", \"collector_version\": \"5.1.3\", \"collector_owner\": \"integrations_factory@devo.com\", \"started_at\": \"2023-01-20T05:58:11.284324Z\", \"time\": \"2023-01-20T05:58:11.303201Z\", \"level\": \"info\", \"collector_image\": null, \"shared_domain\": true}"}
2023-01-20T11:28:11.477	INFO InputProcess::MainThread -> [GC] global: 29.1% -> 29.3%, process: RSS(36.00MiB -> 36.23MiB), VMS(499.06MiB -> 499.06MiB)
2023-01-20T11:28:11.488	INFO OutputProcess::ConsoleSender(internal_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.371", "tag": "devo.collectors.out.local.info", "content": "{\"msg\": \"InputProcess - Starting thread (executing_period=60s)\", \"time\": \"2023-01-20T05:58:11.371687Z\", \"level\": \"info\", \"collector_name\": \"automox_collector\", \"collector_version\": \"5.1.3\", \"collector_image\": null}"}
2023-01-20T11:28:11.490	INFO OutputProcess::MainThread -> [GC] global: 29.2% -> 29.3%, process: RSS(38.24MiB -> 38.38MiB), VMS(1.54GiB -> 1.54GiB)
2023-01-20T11:28:11.492	INFO OutputProcess::ConsoleSender(internal_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.383", "tag": "devo.collectors.out.local.info", "content": "{\"msg\": \"Process Started\", \"time\": \"2023-01-20T05:58:11.383382Z\", \"level\": \"info\", \"collector_name\": \"automox_collector\", \"collector_version\": \"5.1.3\", \"collector_image\": null}"}
2023-01-20T11:28:11.492	INFO OutputProcess::ConsoleSender(internal_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.397", "tag": "devo.collectors.out.local.info", "content": "{\"msg\": 
\"AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) Starting the execution of init_variables()\", \"time\": \"2023-01-20T05:58:11.397360Z\", \"level\": \"info\", \"collector_name\": \"automox_collector\", \"collector_version\": \"5.1.3\", \"collector_image\": null, \"input_name\": \"automox_data_puller\", \"service_name\": \"all_packages_for_all_devices\", \"module_name\": \"AutomoxAllPackagesForAllDevicesDataPuller\"}"}
2023-01-20T11:28:11.493	INFO OutputProcess::ConsoleSender(internal_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.397", "tag": "devo.collectors.out.local.info", "content": "{\"msg\": \"Validating service metadata\", \"time\": \"2023-01-20T05:58:11.397570Z\", \"level\": \"info\", \"collector_name\": \"automox_collector\", \"collector_version\": \"5.1.3\", \"collector_image\": null, \"input_name\": \"automox_data_puller\", \"service_name\": \"all_packages_for_all_devices\", \"module_name\": \"AutomoxAllPackagesForAllDevicesDataPuller\"}"}
2023-01-20T11:28:11.493	INFO OutputProcess::ConsoleSender(internal_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.404", "tag": "devo.collectors.out.local.info", "content": "{\"msg\": \"Validating defined module definition\", \"time\": \"2023-01-20T05:58:11.404914Z\", \"level\": \"info\", \"collector_name\": \"automox_collector\", \"collector_version\": \"5.1.3\", \"collector_image\": null, \"input_name\": \"automox_data_puller\", \"service_name\": \"all_packages_for_all_devices\", \"module_name\": \"AutomoxAllPackagesForAllDevicesDataPuller\"}"}
2023-01-20T11:28:11.494	INFO OutputProcess::ConsoleSender(internal_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.412", "tag": "devo.collectors.out.local.info", "content": "{\"msg\": \"<rate_limiter> setting has been accepted with the content {'period_in_seconds': 60, 'requests_limit_in_units': 4}\", \"time\": \"2023-01-20T05:58:11.412718Z\", \"level\": \"info\", \"collector_name\": \"automox_collector\", \"collector_version\": \"5.1.3\", \"collector_image\": null, \"input_name\": \"automox_data_puller\", \"service_name\": \"all_packages_for_all_devices\", \"module_name\": \"AutomoxAllPackagesForAllDevicesDataPuller\"}"}
2023-01-20T11:28:11.494	INFO OutputProcess::ConsoleSender(internal_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.412", "tag": "devo.collectors.out.local.warning", "content": "{\"msg\": \"The rate_limiter object has been overridden with the following config: {'period_in_seconds': 60, 'requests_limit_in_units': 4}\", \"time\": \"2023-01-20T05:58:11.412957Z\", \"level\": \"warning\", \"collector_name\": \"automox_collector\", \"collector_version\": \"5.1.3\", \"collector_image\": null, \"input_name\": \"automox_data_puller\", \"service_name\": \"all_packages_for_all_devices\", \"module_name\": \"AutomoxAllPackagesForAllDevicesDataPuller\"}"}
2023-01-20T11:28:11.494	INFO OutputProcess::ConsoleSender(internal_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.416", "tag": "devo.collectors.out.local.info", "content": "{\"msg\": \"Validating common input config\", \"time\": \"2023-01-20T05:58:11.416582Z\", \"level\": \"info\", \"collector_name\": \"automox_collector\", \"collector_version\": \"5.1.3\", \"collector_image\": null, \"input_name\": \"automox_data_puller\", \"service_name\": \"all_packages_for_all_devices\", \"module_name\": \"AutomoxAllPackagesForAllDevicesDataPuller\"}"}
2023-01-20T11:28:11.494	INFO OutputProcess::ConsoleSender(internal_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.419", "tag": "devo.collectors.out.local.info", "content": "{\"msg\": \"Validating service input config\", \"time\": \"2023-01-20T05:58:11.419698Z\", \"level\": \"info\", \"collector_name\": \"automox_collector\", \"collector_version\": \"5.1.3\", \"collector_image\": null, \"input_name\": \"automox_data_puller\", \"service_name\": \"all_packages_for_all_devices\", \"module_name\": \"AutomoxAllPackagesForAllDevicesDataPuller\"}"}
2023-01-20T11:28:11.495	INFO OutputProcess::ConsoleSender(internal_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.426", "tag": "devo.collectors.out.local.info", "content": "{\"msg\": \"Running overriding rules\", \"time\": \"2023-01-20T05:58:11.426998Z\", \"level\": \"info\", \"collector_name\": \"automox_collector\", \"collector_version\": \"5.1.3\", \"collector_image\": null, \"input_name\": \"automox_data_puller\", \"service_name\": \"all_packages_for_all_devices\", \"module_name\": \"AutomoxAllPackagesForAllDevicesDataPuller\"}"}
2023-01-20T11:28:12.760	INFO InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> Response received from Automox server Resource Url: https://console.automox.com/api/orgs/104944/packages
2023-01-20T11:28:12.761	INFO InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> Number of events sent to Devo: 23
2023-01-20T11:28:12.761	INFO InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> Statistics for this pull cycle (@devo_pulling_id=1674194291446):Number of requests made: 1; Number of events received: 23; Number of duplicated events filtered out: 0; Number of events generated and sent: 23; Average of events per second: 17.533.
2023-01-20T11:28:12.765	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238588404, \"server_id\": 2436430, \"package_id\": 223176753, \"software_id\": 167943, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"07609d43-d518-4e77-856e-d1b316d1b8a8\", \"display_name\": \"MSXML 6.0 RTM Security Update  (925673)\", \"version\": \"103\", \"repo\": \"WindowsUpdate\", \"cves\": [], \"cve_score\": 
\"9.0\", \"agent_severity\": \"9.0\", \"severity\": \"critical\", \"package_version_id\": 227089121, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2020-10-16T19:29:56+0000\", \"requires_reboot\": true, \"patch_classification_category_id\": 8, \"patch_scope\": \"important\", \"is_uninstallable\": false, \"secondary_id\": null, \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.765	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238479551, \"server_id\": 2436430, \"package_id\": 223176755, \"software_id\": 478714, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"KB4470788\", \"display_name\": \"Security Update (KB4470788)\", \"version\": \"1\", \"repo\": \"WindowsHotfix\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 227089123, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2020-10-16T19:29:56+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": false, \"secondary_id\": \"KB4470788\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.765	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238479563, \"server_id\": 2436430, \"package_id\": 226468305, \"software_id\": 1130527, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"3be659d7-d82a-49d5-911c-c44be4575f2c\", \"display_name\": \"2021-05 Cumulative Update for Windows 10 Version 1809 for x64-based Systems (KB5003171)\", \"version\": \"1\", \"repo\": \"WindowsUpdate\", \"cves\": [\"CVE-2021-28455\", \"CVE-2020-24588\", \"CVE-2020-24587\", \"CVE-2020-26144\", \"CVE-2021-28479\", \"CVE-2021-26419\", \"CVE-2021-31167\", \"CVE-2021-31170\", \"CVE-2021-31182\", \"CVE-2021-31184\", \"CVE-2021-31186\", \"CVE-2021-31187\", \"CVE-2021-31188\", \"CVE-2021-31190\", \"CVE-2021-31191\", \"CVE-2021-31193\", \"CVE-2021-31194\", \"CVE-2021-28476\"], \"cve_score\": \"9.9\", \"agent_severity\": null, \"severity\": \"critical\", \"package_version_id\": 232131961, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2021-05-12T02:49:46+0000\", \"requires_reboot\": true, \"patch_classification_category_id\": 8, \"patch_scope\": \"important\", \"is_uninstallable\": true, \"secondary_id\": \"KB5003171\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.765	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238479565, \"server_id\": 2436430, \"package_id\": 226473507, \"software_id\": 1130714, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"KB5003243\", \"display_name\": \"Security Update (KB5003243)\", \"version\": \"1\", \"repo\": \"WindowsHotfix\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 232139911, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2021-05-12T07:28:04+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": false, \"secondary_id\": \"KB5003243\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.765	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238479554, \"server_id\": 2436430, \"package_id\": 229193706, \"software_id\": 303471, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"KB4489907\", \"display_name\": \"Security Update for Adobe Flash Player\", \"version\": \"1\", \"repo\": \"WindowsHotfix\", \"cves\": [\"ADV190008\"], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 236724293, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2021-11-06T04:10:13+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": true, \"secondary_id\": \"KB4489907\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.765	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238479557, \"server_id\": 2436430, \"package_id\": 229193707, \"software_id\": 532465, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"KB4486553\", \"display_name\": \"Update (KB4486553)\", \"version\": \"1\", \"repo\": \"WindowsHotfix\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 236724294, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2021-11-06T04:10:13+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": true, \"secondary_id\": \"KB4486553\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238479553, \"server_id\": 2436430, \"package_id\": 229193708, \"software_id\": 501076, \"installed\": true, \"ignored\": false, \"group_ignored\": false, 
\"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"KB4480056\", \"display_name\": \"Update (KB4480056)\", \"version\": \"1\", \"repo\": \"WindowsHotfix\", \"cves\": [\"CVE-2019-0545\"], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 236724295, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2021-11-06T04:10:13+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": true, \"secondary_id\": \"KB4480056\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238479548, \"server_id\": 2436430, \"package_id\": 229193709, \"software_id\": 325418, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"KB4462930\", \"display_name\": \"Update for Adobe Flash Player\", \"version\": \"1\", \"repo\": \"WindowsHotfix\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 236724296, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2021-11-06T04:10:13+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": true, \"secondary_id\": \"KB4462930\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238479567, \"server_id\": 2436430, \"package_id\": 231117241, \"software_id\": 1400097, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"7fe25cb0-458d-4da4-9acf-f05877fa2fed\", \"display_name\": \"2022-01 Update for Windows 10 Version 1809 for x64-based Systems (KB4023057)\", \"version\": \"1\", \"repo\": \"WindowsUpdate\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 240050634, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2022-03-02T22:13:04+0000\", \"requires_reboot\": true, \"patch_classification_category_id\": 3, \"patch_scope\": \"important\", \"is_uninstallable\": false, \"secondary_id\": \"KB4023057\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238479571, \"server_id\": 2436430, \"package_id\": 234470322, \"software_id\": 1604995, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"Oracle_VM_VirtualBox\", \"display_name\": \"Oracle VM VirtualBox (64-bit)\", \"version\": \"6.0.4.0\", \"repo\": \"Oracle\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 245844685, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2022-09-06T18:20:38+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": false, \"secondary_id\": null, \"is_managed\": true, \"impact\": null, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238588387, \"server_id\": 2436430, \"package_id\": 223176745, \"software_id\": 457277, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"KB4052623\", \"display_name\": \"Update for Windows Defender Antivirus antimalware platform - KB4052623\", \"version\": \"4.18.2211.5\", \"repo\": \"WindowsUpdate\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 249120875, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2022-12-15T15:36:08+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": 12, \"patch_scope\": \"optional\", \"is_uninstallable\": false, \"secondary_id\": null, \"is_managed\": true, \"impact\": null, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238479568, \"server_id\": 2436430, \"package_id\": 226011029, \"software_id\": 81582, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"Google_Chrome\", \"display_name\": \"Google Chrome\", \"version\": \"109.0.5414.75\", \"repo\": \"Google\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 250015985, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2023-01-18T05:53:57+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": false, \"secondary_id\": null, \"is_managed\": true, \"impact\": null, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238479569, \"server_id\": 2436430, \"package_id\": 220914810, \"software_id\": 41883, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"MicrosoftOneDrive\", \"display_name\": \"Microsoft OneDrive\", 
\"version\": \"22.253.1204.0001\", \"repo\": \"Microsoft\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 250015986, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2023-01-18T05:53:57+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": false, \"secondary_id\": null, \"is_managed\": true, \"impact\": null, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238540299, \"server_id\": 2436430, \"package_id\": 226486253, \"software_id\": 618649, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"Microsoft_Edge\", \"display_name\": \"Microsoft Edge\", \"version\": \"109.0.1518.55\", \"repo\": \"Microsoft\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 250020061, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2023-01-18T08:52:28+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": false, \"secondary_id\": null, \"is_managed\": true, \"impact\": null, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238337688, \"server_id\": 2436361, \"package_id\": 223176755, \"software_id\": 478714, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"KB4470788\", \"display_name\": \"Security Update (KB4470788)\", \"version\": \"1\", \"repo\": \"WindowsHotfix\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 227089123, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2020-10-16T19:29:56+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": false, \"secondary_id\": \"KB4470788\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238337695, \"server_id\": 2436361, \"package_id\": 226473507, \"software_id\": 1130714, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"KB5003243\", \"display_name\": \"Security Update (KB5003243)\", \"version\": \"1\", \"repo\": \"WindowsHotfix\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 232139911, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2021-05-12T07:28:04+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": false, \"secondary_id\": \"KB5003243\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238337692, \"server_id\": 2436361, \"package_id\": 229193706, \"software_id\": 303471, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"KB4489907\", \"display_name\": \"Security Update for Adobe Flash Player\", \"version\": \"1\", \"repo\": \"WindowsHotfix\", \"cves\": [\"ADV190008\"], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 236724293, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2021-11-06T04:10:13+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": true, \"secondary_id\": \"KB4489907\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238337693, \"server_id\": 2436361, \"package_id\": 229193707, \"software_id\": 532465, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"KB4486553\", \"display_name\": \"Update (KB4486553)\", \"version\": \"1\", \"repo\": \"WindowsHotfix\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 236724294, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2021-11-06T04:10:13+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": true, \"secondary_id\": \"KB4486553\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238337691, \"server_id\": 2436361, \"package_id\": 229193708, \"software_id\": 501076, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"KB4480056\", \"display_name\": \"Update (KB4480056)\", \"version\": \"1\", \"repo\": \"WindowsHotfix\", \"cves\": [\"CVE-2019-0545\"], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 236724295, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", 
\"os_version_id\": 2842, \"create_time\": \"2021-11-06T04:10:13+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": true, \"secondary_id\": \"KB4480056\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238337696, \"server_id\": 2436361, \"package_id\": 231117241, \"software_id\": 1400097, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"7fe25cb0-458d-4da4-9acf-f05877fa2fed\", \"display_name\": \"2022-01 Update for Windows 10 Version 1809 for x64-based Systems (KB4023057)\", \"version\": \"1\", \"repo\": \"WindowsUpdate\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 240050634, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2022-03-02T22:13:04+0000\", \"requires_reboot\": true, \"patch_classification_category_id\": 3, \"patch_scope\": \"important\", \"is_uninstallable\": false, \"secondary_id\": \"KB4023057\", \"is_managed\": true, \"impact\": 0, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238337700, \"server_id\": 2436361, \"package_id\": 234470322, \"software_id\": 1604995, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"Oracle_VM_VirtualBox\", \"display_name\": \"Oracle VM VirtualBox (64-bit)\", \"version\": \"6.0.4.0\", \"repo\": \"Oracle\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 245844685, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2022-09-06T18:20:38+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": false, \"secondary_id\": null, \"is_managed\": true, \"impact\": null, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.766	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238337697, \"server_id\": 2436361, \"package_id\": 226011029, \"software_id\": 81582, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"Google_Chrome\", \"display_name\": \"Google Chrome\", \"version\": \"109.0.5414.75\", \"repo\": \"Google\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 250015985, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2023-01-18T05:53:57+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": false, \"secondary_id\": null, \"is_managed\": true, \"impact\": null, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:12.767	INFO OutputProcess::ConsoleSender(standard_senders,console_sender_0) -> {"timestamp": "2023-01-20 05:58:11.446", "tag": "my.app.automox.all_packages_for_all_devices", "content": "{\"id\": 2238337699, \"server_id\": 2436361, \"package_id\": 220914810, \"software_id\": 41883, \"installed\": true, \"ignored\": false, \"group_ignored\": false, \"deferred_until\": null, \"group_deferred_until\": null, \"name\": \"MicrosoftOneDrive\", \"display_name\": \"Microsoft OneDrive\", \"version\": \"22.253.1204.0001\", \"repo\": \"Microsoft\", \"cves\": [], \"cve_score\": null, \"agent_severity\": null, \"severity\": null, \"package_version_id\": 250015986, \"os_name\": \"10 Enterprise Evaluation\", \"os_version\": \"10.0.17763\", \"os_version_id\": 2842, \"create_time\": \"2023-01-18T05:53:57+0000\", \"requires_reboot\": false, \"patch_classification_category_id\": null, \"patch_scope\": null, \"is_uninstallable\": false, \"secondary_id\": null, \"is_managed\": true, \"impact\": null, \"organization_id\": 104944, \"@devo_pulling_id\": \"1674194291446\"}"}
2023-01-20T11:28:13.920	INFO InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> Response received from Automox server Resource Url: https://console.automox.com/api/orgs/104944/packages
2023-01-20T11:28:13.921	INFO InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> No data is present on page number : 1
2023-01-20T11:28:13.921	INFO InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> Statistics for this pull cycle (@devo_pulling_id=1674194291446):Number of requests made: 2; Number of events received: 23; Number of duplicated events filtered out: 0; Number of events generated and sent: 23; Average of events per second: 9.307.
2023-01-20T11:28:13.921	INFO InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> The data is up to date!
2023-01-20T11:28:13.921	INFO InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> Data collection completed. Elapsed time: 2.475 seconds. Waiting for 5997.525 second(s) until the next one

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

2023-01-20T11:28:13.921	INFO InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> Statistics for this pull cycle (@devo_pulling_id=1674194291446):Number of requests made: 2; Number of events received: 23; Number of duplicated events filtered out: 0; Number of events generated and sent: 23; Average of events per second: 9.307.
2023-01-20T11:28:13.921	INFO InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> The data is up to date!
2023-01-20T11:28:13.921	INFO InputProcess::AutomoxAllPackagesForAllDevicesDataPuller(automox_data_puller,12345,all_packages_for_all_devices,predefined) -> Data collection completed. Elapsed time: 2.475 seconds. Waiting for 5997.525 second(s) until the next one

The value @devo_pulling_id is injected in each event to group all events ingested by the same pull action. You can use it to get the exact events downloaded in that Pull action in Devo’s search window.

Software packages by device id

 Internal process and deduplication method
  • We pull the data from the first page and send it to Devo until a subsequent pull returns an empty list.

  • In this service, persistence is not being used.

 Devo categorization and destination

All events of All packages for all devices service are ingested into the table my.app.automox.all_packages_for_all_devices.

 Verify data collection

Once the collector has been launched, it is important to check if the ingestion is performed in a proper way. To do so, go to the collector’s logs console.

This service has the following components:

Component

Description

Setup

The setup module is in charge of authenticating the service and managing the token expiration when needed.

Puller

The setup module is in charge of pulling the data in a organized way and delivering the events via SDK.

Setup output

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

2023-02-21T10:10:46.216	INFO InputProcess::MainThread -> InputThread(automox,12345) - Starting thread (execution_period=60s)
2023-02-21T10:10:46.217	INFO InputProcess::MainThread -> ServiceThread(automox,12345,software_packages_by_device_id,predefined) - Starting thread (execution_period=60s)
2023-02-21T10:10:46.217	INFO InputProcess::MainThread -> AutomoxDataPullerSetup(automox_collector,automox#12345,software_packages_by_device_id#predefined) -> Starting thread
2023-02-21T10:10:46.226	INFO MainProcess::CollectorThread -> environment_status: {"cpu_count": 5, "cpu_usage": "1:0.21, 5:0.38, 15:0.64, ", "virtual_memory": {"total": "9.57GiB", "available": "6.17GiB", "percent": 35.5, "used": "3.09GiB", "free": "4.29GiB", "active": "977.77MiB", "inactive": "3.88GiB", "buffers": "75.34MiB", "cached": "2.12GiB", "shared": "58.32MiB", "slab": "208.02MiB"}, "disk_usage": {"/": 17.1, "/snap/bare/5": 100.0, "/snap/core18/2679": 100.0, "/snap/core18/2697": 100.0, "/snap/core20/1778": 100.0, "/snap/core20/1822": 100.0, "/snap/firefox/2311": 100.0, "/snap/firefox/2356": 100.0, "/snap/gnome-3-38-2004/112": 100.0, "/snap/gtk-common-themes/1535": 100.0, "/snap/pycharm-community/312": 100.0, "/snap/gnome-3-38-2004/119": 100.0, "/snap/pycharm-community/315": 100.0, "/snap/snap-store/582": 100.0, "/snap/snap-store/638": 100.0, "/snap/snapd/17950": 100.0, "/snap/snapd-desktop-integration/14": 100.0, "/snap/snapd/18357": 100.0, "/var/snap/firefox/common/host-hunspell": 17.1, "/snap/snapd-desktop-integration/49": 100.0, "/boot/efi": 1.0, "/media/metron/VBox_GAs_7.0.4": 100.0}, "processes_info": [{"pid": 1, "ppid": 0, "process_name": "systemd", "process_cmd": "/sbin/init splash", "memory_usage": {"rss": "11.61MiB", "vms": "162.77MiB", "shared": "8.02MiB", "text": "896.00KiB", "lib": "0.00B", "data": "19.47MiB", "dirty": "0.00B"}}, {"pid": 2, "ppid": 0, "process_name": "kthreadd", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 3, "ppid": 2, "process_name": "rcu_gp", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 4, "ppid": 2, "process_name": "rcu_par_gp", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", 
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{"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 12, "ppid": 2, "process_name": "rcu_tasks_rude_kthread", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 13, "ppid": 2, "process_name": "rcu_tasks_trace_kthread", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 14, "ppid": 2, "process_name": "ksoftirqd/0", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 15, "ppid": 2, "process_name": "rcu_preempt", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 16, 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"process_name": "ksmd", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 54, "ppid": 2, "process_name": "khugepaged", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 55, "ppid": 2, "process_name": "kintegrityd", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 56, "ppid": 2, "process_name": "kblockd", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 57, "ppid": 2, "process_name": "blkcg_punt_bio", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": 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"text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 63, "ppid": 2, "process_name": "watchdogd", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 65, "ppid": 2, "process_name": "kworker/1:1H-kblockd", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 66, "ppid": 2, "process_name": "kswapd0", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 67, "ppid": 2, "process_name": "ecryptfs-kthread", "process_cmd": "", "memory_usage": {"rss": "0.00B", "vms": "0.00B", "shared": "0.00B", "text": "0.00B", "lib": "0.00B", "data": "0.00B", "dirty": "0.00B"}}, {"pid": 74, "ppid": 2, "process_name": "kthrotld", "process_cmd": "", 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{"pid": 755, "ppid": 1, "process_name": "ModemManager", "process_cmd": "/usr/sbin/ModemManager", "memory_usage": {"rss": "11.94MiB", "vms": "309.58MiB", "shared": "10.13MiB", "text": "1.03MiB", "lib": "0.00B", "data": "33.94MiB", "dirty": "0.00B"}}, {"pid": 762, "ppid": 1, "process_name": "cupsd", "process_cmd": "/usr/sbin/cupsd -l", "memory_usage": {"rss": "13.67MiB", "vms": "79.74MiB", "shared": "11.53MiB", "text": "324.00KiB", "lib": "0.00B", "data": "7.90MiB", "dirty": "0.00B"}}, {"pid": 807, "ppid": 762, "process_name": "dbus", "process_cmd": "/usr/lib/cups/notifier/dbus dbus:// ", "memory_usage": {"rss": "5.34MiB", "vms": "15.90MiB", "shared": "4.61MiB", "text": "8.00KiB", "lib": "0.00B", "data": "748.00KiB", "dirty": "0.00B"}}, {"pid": 811, "ppid": 1, "process_name": "unattended-upgr", "process_cmd": "/usr/bin/python3 /usr/share/unattended-upgrades/unattended-upgrade-shutdown --wait-for-signal", "memory_usage": {"rss": "22.68MiB", "vms": "123.83MiB", "shared": "14.22MiB", "text": "2.70MiB", "lib": "0.00B", "data": "17.58MiB", "dirty": "0.00B"}}, {"pid": 855, "ppid": 1, "process_name": "cups-browsed", "process_cmd": "/usr/sbin/cups-browsed", "memory_usage": {"rss": "10.91MiB", "vms": "168.57MiB", "shared": "9.53MiB", "text": "120.00KiB", "lib": "0.00B", "data": "17.68MiB", "dirty": "0.00B"}}, {"pid": 865, "ppid": 1, "process_name": "kerneloops", "process_cmd": "/usr/sbin/kerneloops --test", "memory_usage": {"rss": "456.00KiB", "vms": "12.77MiB", "shared": "0.00B", "text": "12.00KiB", "lib": "0.00B", "data": "520.00KiB", "dirty": "0.00B"}}, {"pid": 871, "ppid": 1, "process_name": "kerneloops", "process_cmd": "/usr/sbin/kerneloops", "memory_usage": {"rss": "452.00KiB", "vms": "12.77MiB", "shared": "0.00B", "text": "12.00KiB", "lib": "0.00B", "data": "520.00KiB", "dirty": "0.00B"}}, {"pid": 1108, "ppid": 1, "process_name": "VBoxDRMClient", "process_cmd": "/usr/bin/VBoxDRMClient", "memory_usage": {"rss": "1.23MiB", "vms": "291.33MiB", "shared": "1.09MiB", "text": "352.00KiB", "lib": "0.00B", "data": "19.16MiB", "dirty": "0.00B"}}, {"pid": 1111, "ppid": 1, "process_name": "VBoxService", "process_cmd": "/usr/sbin/VBoxService --pidfile /var/run/vboxadd-service.sh", "memory_usage": {"rss": "2.87MiB", "vms": "297.25MiB", "shared": "2.50MiB", "text": "612.00KiB", "lib": "0.00B", "data": "21.25MiB", "dirty": "0.00B"}}, {"pid": 1130, "ppid": 1, "process_name": "gdm3", "process_cmd": "/usr/sbin/gdm3", "memory_usage": {"rss": "8.88MiB", "vms": "244.01MiB", "shared": "7.74MiB", "text": "200.00KiB", "lib": "0.00B", "data": "25.37MiB", "dirty": "0.00B"}}, {"pid": 1192, "ppid": 1, "process_name": "rtkit-daemon", "process_cmd": "/usr/libexec/rtkit-daemon", "memory_usage": {"rss": "1.50MiB", "vms": "150.39MiB", "shared": "1.29MiB", "text": "28.00KiB", "lib": "0.00B", "data": "16.68MiB", "dirty": "0.00B"}}, {"pid": 1207, "ppid": 1, "process_name": "s1-orchestrator", "process_cmd": "s1-orchestrator                   	", "memory_usage": {"rss": "13.15MiB", "vms": "63.70MiB", "shared": "4.91MiB", "text": "37.93MiB", "lib": "0.00B", "data": "8.80MiB", "dirty": "0.00B"}}, {"pid": 1208, "ppid": 1207, "process_name": "s1-network", "process_cmd": "s1-network                        	", "memory_usage": {"rss": "39.96MiB", "vms": "896.99MiB", "shared": "23.24MiB", "text": "37.93MiB", "lib": "0.00B", "data": "80.27MiB", "dirty": "0.00B"}}, {"pid": 1210, "ppid": 1207, "process_name": "s1-scanner", "process_cmd": "s1-scanner                        	", "memory_usage": {"rss": "38.31MiB", "vms": "351.60MiB", "shared": "16.75MiB", "text": "37.93MiB", "lib": "0.00B", "data": "162.63MiB", "dirty": "0.00B"}}, {"pid": 1211, "ppid": 1207, "process_name": "s1-agent", "process_cmd": "s1-agent                          	", "memory_usage": {"rss": "73.03MiB", "vms": "991.99MiB", "shared": "15.19MiB", "text": "37.93MiB", "lib": "0.00B", "data": "202.64MiB", "dirty": "0.00B"}}, {"pid": 1212, "ppid": 1207, "process_name": "s1-firewall", "process_cmd": "s1-firewall                       	", "memory_usage": {"rss": "10.83MiB", "vms": "141.75MiB", "shared": "4.26MiB", "text": "37.93MiB", "lib": "0.00B", "data": "22.97MiB", "dirty": "0.00B"}}, {"pid": 1213, "ppid": 1207, "process_name": "s1-fanotify", "process_cmd": "s1-fanotify                       	", "memory_usage": {"rss": "8.57MiB", "vms": "59.74MiB", "shared": "4.02MiB", "text": "37.93MiB", "lib": "0.00B", "data": "4.84MiB", "dirty": "0.00B"}}, {"pid": 1216, "ppid": 1207, "process_name": "s1-perf", "process_cmd": "s1-perf                           	", "memory_usage": {"rss": "108.54MiB", "vms": "521.61MiB", "shared": "92.11MiB", "text": "37.93MiB", "lib": "0.00B", "data": "80.24MiB", "dirty": "0.00B"}}, {"pid": 1336, "ppid": 1, "process_name": "upowerd", "process_cmd": "/usr/libexec/upowerd", "memory_usage": {"rss": "8.84MiB", "vms": "245.23MiB", "shared": "7.47MiB", "text": "80.00KiB", "lib": "0.00B", "data": "25.52MiB", "dirty": "0.00B"}}, {"pid": 1391, "ppid": 1, "process_name": "packagekitd", "process_cmd": "/usr/libexec/packagekitd", "memory_usage": {"rss": "41.63MiB", "vms": "372.34MiB", "shared": "19.01MiB", "text": "156.00KiB", "lib": "0.00B", "data": "53.62MiB", "dirty": "0.00B"}}, {"pid": 1596, "ppid": 1, "process_name": "colord", "process_cmd": "/usr/libexec/colord", "memory_usage": {"rss": "12.89MiB", "vms": "247.99MiB", "shared": "9.47MiB", "text": "88.00KiB", "lib": "0.00B", "data": "27.75MiB", "dirty": "0.00B"}}, {"pid": 1627, "ppid": 1130, "process_name": "gdm-session-worker", "process_cmd": "gdm-session-worker [pam/gdm-password]", "memory_usage": {"rss": "10.81MiB", "vms": "175.16MiB", "shared": "9.11MiB", "text": "112.00KiB", "lib": "0.00B", "data": "17.97MiB", "dirty": "0.00B"}}, {"pid": 1635, "ppid": 1, "process_name": "systemd", "process_cmd": "/lib/systemd/systemd --user", "memory_usage": {"rss": "10.52MiB", "vms": "17.57MiB", "shared": "7.93MiB", "text": "896.00KiB", "lib": "0.00B", "data": "2.02MiB", "dirty": "0.00B"}}, {"pid": 1636, "ppid": 1635, "process_name": "(sd-pam)", "process_cmd": "(sd-pam)", "memory_usage": {"rss": "4.12MiB", "vms": "165.98MiB", "shared": "8.00KiB", "text": "896.00KiB", "lib": "0.00B", "data": "19.82MiB", "dirty": "0.00B"}}, {"pid": 1642, "ppid": 1635, "process_name": "pipewire", "process_cmd": "/usr/bin/pipewire", "memory_usage": {"rss": "6.42MiB", "vms": "47.10MiB", "shared": "5.32MiB", "text": "4.00KiB", "lib": "0.00B", "data": "25.04MiB", "dirty": "0.00B"}}, {"pid": 1643, "ppid": 1635, "process_name": "pipewire-media-session", "process_cmd": "/usr/bin/pipewire-media-session", "memory_usage": {"rss": "6.35MiB", "vms": "31.36MiB", "shared": "5.28MiB", "text": "212.00KiB", "lib": "0.00B", "data": "8.87MiB", "dirty": "0.00B"}}, {"pid": 1644, "ppid": 1635, "process_name": "pulseaudio", "process_cmd": "/usr/bin/pulseaudio --daemonize=no --log-target=journal", "memory_usage": {"rss": "26.34MiB", "vms": "1.36GiB", "shared": "20.72MiB", 
"text": "44.00KiB", "lib": "0.00B", "data": "28.89MiB", "dirty": "0.00B"}}, {"pid": 1645, "ppid": 1635, "process_name": "snapd-desktop-integration", "process_cmd": "/snap/snapd-desktop-integration/49/usr/bin/snapd-desktop-integration", "memory_usage": {"rss": "11.12MiB", "vms": "74.34MiB", "shared": "9.49MiB", "text": "12.00KiB", "lib": "0.00B", "data": "1.20MiB", "dirty": "0.00B"}}, {"pid": 1653, "ppid": 1635, "process_name": "dbus-daemon", "process_cmd": "/usr/bin/dbus-daemon --session --address=systemd: --nofork --nopidfile --systemd-activation --syslog-only", "memory_usage": {"rss": "5.72MiB", "vms": "9.36MiB", "shared": "4.05MiB", "text": "140.00KiB", "lib": "0.00B", "data": "1.77MiB", "dirty": "0.00B"}}, {"pid": 1663, "ppid": 1, "process_name": "gnome-keyring-daemon", "process_cmd": "/usr/bin/gnome-keyring-daemon --daemonize --login", "memory_usage": {"rss": "7.77MiB", "vms": "387.72MiB", "shared": "6.72MiB", "text": "568.00KiB", "lib": "0.00B", "data": "41.59MiB", "dirty": "0.00B"}}, {"pid": 1673, "ppid": 1635, "process_name": "gvfsd", "process_cmd": "/usr/libexec/gvfsd", "memory_usage": {"rss": "7.89MiB", "vms": "243.45MiB", "shared": "7.03MiB", "text": "16.00KiB", "lib": "0.00B", "data": "25.18MiB", "dirty": "0.00B"}}, {"pid": 1678, "ppid": 1635, "process_name": "gvfsd-fuse", "process_cmd": "/usr/libexec/gvfsd-fuse /run/user/1000/gvfs -f", "memory_usage": {"rss": "6.30MiB", "vms": "371.96MiB", "shared": "5.71MiB", "text": "24.00KiB", "lib": "0.00B", "data": "43.38MiB", "dirty": "0.00B"}}, {"pid": 1679, "ppid": 1635, "process_name": "xdg-document-portal", "process_cmd": "/usr/libexec/xdg-document-portal", "memory_usage": {"rss": "7.26MiB", "vms": "532.77MiB", "shared": "6.57MiB", "text": "96.00KiB", "lib": "0.00B", "data": "59.55MiB", "dirty": "0.00B"}}, {"pid": 1687, "ppid": 1635, "process_name": "xdg-permission-store", "process_cmd": "/usr/libexec/xdg-permission-store", "memory_usage": {"rss": "5.38MiB", "vms": "239.06MiB", "shared": "4.98MiB", "text": "32.00KiB", "lib": "0.00B", "data": "24.94MiB", "dirty": "0.00B"}}, {"pid": 1694, "ppid": 1679, "process_name": "fusermount3", "process_cmd": "fusermount3 -o rw,nosuid,nodev,fsname=portal,auto_unmount,subtype=portal -- /run/user/1000/doc", "memory_usage": {"rss": "1004.00KiB", "vms": "2.73MiB", "shared": "920.00KiB", "text": "16.00KiB", "lib": "0.00B", "data": "356.00KiB", "dirty": "0.00B"}}, {"pid": 1702, "ppid": 1627, "process_name": "gdm-wayland-session", "process_cmd": "/usr/libexec/gdm-wayland-session env GNOME_SHELL_SESSION_MODE=ubuntu /usr/bin/gnome-session --session=ubuntu", "memory_usage": {"rss": "6.04MiB", "vms": "167.03MiB", "shared": "5.57MiB", "text": "20.00KiB", "lib": "0.00B", "data": "16.81MiB", "dirty": "0.00B"}}, {"pid": 1711, "ppid": 1702, "process_name": "gnome-session-binary", "process_cmd": "/usr/libexec/gnome-session-binary --session=ubuntu", "memory_usage": {"rss": "15.07MiB", "vms": "226.25MiB", "shared": "13.39MiB", "text": "140.00KiB", "lib": "0.00B", "data": "17.51MiB", "dirty": "0.00B"}}, {"pid": 1742, "ppid": 1635, "process_name": "tracker-miner-fs-3", "process_cmd": "/usr/libexec/tracker-miner-fs-3", "memory_usage": {"rss": "26.27MiB", "vms": "627.04MiB", "shared": "18.45MiB", "text": "60.00KiB", "lib": "0.00B", "data": "123.80MiB", "dirty": "0.00B"}}, {"pid": 1760, "ppid": 1635, "process_name": "gnome-session-ctl", "process_cmd": "/usr/libexec/gnome-session-ctl --monitor", "memory_usage": {"rss": "5.06MiB", "vms": "98.20MiB", "shared": "4.63MiB", "text": "4.00KiB", "lib": "0.00B", "data": "8.63MiB", "dirty": "0.00B"}}, {"pid": 1772, "ppid": 1635, "process_name": "gnome-session-binary", "process_cmd": "/usr/libexec/gnome-session-binary --systemd-service --session=ubuntu", "memory_usage": {"rss": "17.37MiB", "vms": "715.46MiB", "shared": "14.48MiB", "text": "140.00KiB", "lib": "0.00B", "data": "59.18MiB", "dirty": "0.00B"}}, {"pid": 1784, "ppid": 1635, "process_name": "gvfs-udisks2-volume-monitor", "process_cmd": "/usr/libexec/gvfs-udisks2-volume-monitor", "memory_usage": {"rss": "9.82MiB", "vms": "389.11MiB", "shared": "8.00MiB", "text": "88.00KiB", "lib": "0.00B", "data": "42.27MiB", "dirty": "0.00B"}}, {"pid": 1794, "ppid": 1772, "process_name": "at-spi-bus-launcher", "process_cmd": "/usr/libexec/at-spi-bus-launcher --launch-immediately", "memory_usage": {"rss": "7.66MiB", "vms": "302.36MiB", "shared": "6.93MiB", "text": "12.00KiB", "lib": "0.00B", "data": "33.19MiB", "dirty": "0.00B"}}, {"pid": 1798, "ppid": 1635, "process_name": "gnome-shell", "process_cmd": "/usr/bin/gnome-shell", "memory_usage": {"rss": "470.44MiB", "vms": "5.01GiB", "shared": "136.14MiB", "text": "8.00KiB", "lib": "0.00B", "data": "516.20MiB", "dirty": "0.00B"}}, {"pid": 1806, "ppid": 1794, "process_name": "dbus-daemon", "process_cmd": "/usr/bin/dbus-daemon --config-file=/usr/share/defaults/at-spi2/accessibility.conf --nofork --print-address 11 --address=unix:path=/run/user/1000/at-spi/bus", "memory_usage": {"rss": "4.40MiB", "vms": "8.23MiB", "shared": "3.93MiB", "text": "140.00KiB", "lib": "0.00B", "data": "656.00KiB", "dirty": "0.00B"}}, {"pid": 1811, "ppid": 1635, "process_name": "gvfs-gphoto2-volume-monitor", "process_cmd": "/usr/libexec/gvfs-gphoto2-volume-monitor", "memory_usage": {"rss": "7.02MiB", "vms": "240.29MiB", "shared": "6.34MiB", "text": "40.00KiB", "lib": "0.00B", "data": "25.38MiB", "dirty": "0.00B"}}, {"pid": 1815, "ppid": 1635, "process_name": "gvfs-mtp-volume-monitor", "process_cmd": "/usr/libexec/gvfs-mtp-volume-monitor", "memory_usage": {"rss": "6.52MiB", "vms": "239.36MiB", "shared": "5.93MiB", "text": "40.00KiB", "lib": "0.00B", "data": "24.98MiB", "dirty": "0.00B"}}, {"pid": 1821, "ppid": 1635, "process_name": "gvfs-afc-volume-monitor", "process_cmd": "/usr/libexec/gvfs-afc-volume-monitor", "memory_usage": {"rss": "8.12MiB", "vms": "316.26MiB", "shared": "7.10MiB", "text": "36.00KiB", "lib": "0.00B", "data": "33.13MiB", "dirty": "0.00B"}}, {"pid": 1827, "ppid": 1635, "process_name": "gvfs-goa-volume-monitor", "process_cmd": "/usr/libexec/gvfs-goa-volume-monitor", "memory_usage": {"rss": "6.54MiB", "vms": "239.53MiB", "shared": "6.02MiB", "text": "44.00KiB", "lib": "0.00B", "data": "25.07MiB", "dirty": "0.00B"}}, {"pid": 1831, "ppid": 1635, "process_name": "goa-daemon", "process_cmd": "/usr/libexec/goa-daemon", "memory_usage": {"rss": "38.77MiB", "vms": "631.61MiB", "shared": "31.78MiB", "text": "24.00KiB", "lib": "0.00B", "data": "51.62MiB", "dirty": "0.00B"}}, {"pid": 1846, "ppid": 1635, "process_name": "goa-identity-service", "process_cmd": "/usr/libexec/goa-identity-service", "memory_usage": {"rss": "14.67MiB", "vms": "410.92MiB", "shared": "12.80MiB", "text": "64.00KiB", "lib": "0.00B", "data": "41.88MiB", "dirty": "0.00B"}}, {"pid": 1912, "ppid": 1635, "process_name": "gnome-shell-calendar-server", "process_cmd": "/usr/libexec/gnome-shell-calendar-server", "memory_usage": {"rss": "17.62MiB", "vms": "569.01MiB", "shared": "15.21MiB", "text": "16.00KiB", "lib": "0.00B", "data": "58.68MiB", "dirty": "0.00B"}}, {"pid": 1916, "ppid": 1645, "process_name": "snapd-desktop-integration", "process_cmd": "/snap/snapd-desktop-integration/49/usr/bin/snapd-desktop-integration", "memory_usage": {"rss": "21.43MiB", "vms": "301.59MiB", "shared": "14.34MiB", "text": "12.00KiB", "lib": "0.00B", "data": "31.06MiB", "dirty": "0.00B"}}, {"pid": 1919, "ppid": 1635, "process_name": "evolution-source-registry", "process_cmd": "/usr/libexec/evolution-source-registry", "memory_usage": {"rss": "25.09MiB", "vms": 
"391.43MiB", "shared": "21.51MiB", "text": "40.00KiB", "lib": "0.00B", "data": "34.90MiB", "dirty": "0.00B"}}, {"pid": 1926, "ppid": 1635, "process_name": "xdg-desktop-portal", "process_cmd": "/usr/libexec/xdg-desktop-portal", "memory_usage": {"rss": "13.76MiB", "vms": "617.62MiB", "shared": "11.36MiB", "text": "360.00KiB", "lib": "0.00B", "data": "74.83MiB", "dirty": "0.00B"}}, {"pid": 1931, "ppid": 1635, "process_name": "xdg-desktop-portal-gnome", "process_cmd": "/usr/libexec/xdg-desktop-portal-gnome", "memory_usage": {"rss": "28.82MiB", "vms": "591.99MiB", "shared": "20.66MiB", "text": "172.00KiB", "lib": "0.00B", "data": "65.73MiB", "dirty": "0.00B"}}, {"pid": 1940, "ppid": 1635, "process_name": "evolution-calendar-factory", "process_cmd": "/usr/libexec/evolution-calendar-factory", "memory_usage": {"rss": "29.57MiB", "vms": "829.20MiB", "shared": "25.82MiB", "text": "44.00KiB", "lib": "0.00B", "data": "83.89MiB", "dirty": "0.00B"}}, {"pid": 1948, "ppid": 1635, "process_name": "dconf-service", "process_cmd": "/usr/libexec/dconf-service", "memory_usage": {"rss": "5.95MiB", "vms": "153.28MiB", "shared": "5.23MiB", "text": "36.00KiB", "lib": "0.00B", "data": "16.94MiB", "dirty": "0.00B"}}, {"pid": 1954, "ppid": 1635, "process_name": "evolution-addressbook-factory", "process_cmd": "/usr/libexec/evolution-addressbook-factory", "memory_usage": {"rss": "27.90MiB", "vms": "736.92MiB", "shared": "24.60MiB", "text": "4.00KiB", "lib": "0.00B", "data": "75.46MiB", "dirty": "0.00B"}}, {"pid": 1965, "ppid": 1673, "process_name": "gvfsd-trash", "process_cmd": "/usr/libexec/gvfsd-trash --spawner :1.2 /org/gtk/gvfs/exec_spaw/0", "memory_usage": {"rss": "8.51MiB", "vms": "315.92MiB", "shared": "7.32MiB", "text": "24.00KiB", "lib": "0.00B", "data": "33.57MiB", "dirty": "0.00B"}}, {"pid": 1979, "ppid": 1635, "process_name": "gjs", "process_cmd": "/usr/bin/gjs /usr/share/gnome-shell/org.gnome.Shell.Notifications", "memory_usage": {"rss": "26.88MiB", "vms": "2.55GiB", "shared": "22.19MiB", "text": "8.00KiB", "lib": "0.00B", "data": "39.97MiB", "dirty": "0.00B"}}, {"pid": 1981, "ppid": 1635, "process_name": "at-spi2-registryd", "process_cmd": "/usr/libexec/at-spi2-registryd --use-gnome-session", "memory_usage": {"rss": "7.29MiB", "vms": "158.86MiB", "shared": "6.63MiB", "text": "40.00KiB", "lib": "0.00B", "data": "16.96MiB", "dirty": "0.00B"}}, {"pid": 1993, "ppid": 1635, "process_name": "sh", "process_cmd": "sh -c /usr/bin/ibus-daemon --panel disable $([ \"$XDG_SESSION_TYPE\" = \"x11\" ] && echo \"--xim\")", "memory_usage": {"rss": "968.00KiB", "vms": "2.82MiB", "shared": "868.00KiB", "text": "80.00KiB", "lib": "0.00B", "data": "364.00KiB", "dirty": "0.00B"}}, {"pid": 1994, "ppid": 1635, "process_name": "gsd-a11y-settings", "process_cmd": "/usr/libexec/gsd-a11y-settings", "memory_usage": {"rss": "6.71MiB", "vms": "311.60MiB", "shared": "6.14MiB", "text": "8.00KiB", "lib": "0.00B", "data": "33.22MiB", "dirty": "0.00B"}}, {"pid": 1996, "ppid": 1993, "process_name": "ibus-daemon", "process_cmd": "/usr/bin/ibus-daemon --panel disable", "memory_usage": {"rss": "11.43MiB", "vms": "315.91MiB", "shared": "6.93MiB", "text": "104.00KiB", "lib": "0.00B", "data": "36.93MiB", "dirty": "0.00B"}}, {"pid": 1997, "ppid": 1635, "process_name": "gsd-color", "process_cmd": "/usr/libexec/gsd-color", "memory_usage": {"rss": "24.99MiB", "vms": "448.93MiB", "shared": "19.61MiB", "text": "48.00KiB", "lib": "0.00B", "data": "45.41MiB", "dirty": "0.00B"}}, {"pid": 1999, "ppid": 1635, "process_name": "gsd-datetime", "process_cmd": "/usr/libexec/gsd-datetime", "memory_usage": {"rss": "16.05MiB", "vms": "375.11MiB", "shared": "14.10MiB", "text": "20.00KiB", "lib": "0.00B", "data": "33.84MiB", "dirty": "0.00B"}}, {"pid": 2002, "ppid": 1635, "process_name": "gsd-housekeeping", "process_cmd": "/usr/libexec/gsd-housekeeping", "memory_usage": {"rss": "7.39MiB", "vms": "313.07MiB", "shared": "6.63MiB", "text": "20.00KiB", "lib": "0.00B", "data": "33.26MiB", "dirty": "0.00B"}}, {"pid": 2005, "ppid": 1635, "process_name": "gsd-keyboard", "process_cmd": "/usr/libexec/gsd-keyboard", "memory_usage": {"rss": "21.17MiB", "vms": "341.03MiB", "shared": "16.52MiB", "text": "12.00KiB", "lib": "0.00B", "data": "36.70MiB", "dirty": "0.00B"}}, {"pid": 2006, "ppid": 1635, "process_name": "gsd-media-keys", "process_cmd": "/usr/libexec/gsd-media-keys", "memory_usage": {"rss": "25.78MiB", "vms": "636.38MiB", "shared": "20.33MiB", "text": "100.00KiB", "lib": "0.00B", "data": "37.18MiB", "dirty": "0.00B"}}, {"pid": 2007, "ppid": 1635, "process_name": "gsd-power", "process_cmd": "/usr/libexec/gsd-power", "memory_usage": {"rss": "27.34MiB", "vms": "707.23MiB", "shared": "21.57MiB", "text": "44.00KiB", "lib": "0.00B", "data": "45.88MiB", "dirty": "0.00B"}}, {"pid": 2008, "ppid": 1635, "process_name": "gsd-print-notifications", "process_cmd": "/usr/libexec/gsd-print-notifications", "memory_usage": {"rss": "11.35MiB", "vms": "252.44MiB", "shared": "9.95MiB", "text": "20.00KiB", "lib": "0.00B", "data": "25.48MiB", "dirty": "0.00B"}}, {"pid": 2009, "ppid": 1635, "process_name": "gsd-rfkill", "process_cmd": "/usr/libexec/gsd-rfkill", "memory_usage": {"rss": "6.66MiB", "vms": "455.57MiB", "shared": "6.05MiB", "text": "20.00KiB", "lib": "0.00B", "data": "49.48MiB", "dirty": "0.00B"}}, {"pid": 2010, "ppid": 1635, "process_name": "gsd-screensaver-proxy", "process_cmd": "/usr/libexec/gsd-screensaver-proxy", "memory_usage": {"rss": "5.21MiB", "vms": "239.20MiB", "shared": "4.79MiB", "text": "8.00KiB", "lib": "0.00B", "data": "24.96MiB", "dirty": "0.00B"}}, {"pid": 2017, "ppid": 1635, "process_name": "gsd-sharing", "process_cmd": "/usr/libexec/gsd-sharing", "memory_usage": {"rss": "9.99MiB", "vms": "463.35MiB", "shared": "8.89MiB", "text": "12.00KiB", "lib": "0.00B", "data": "49.84MiB", "dirty": "0.00B"}}, {"pid": 2019, "ppid": 1635, "process_name": "gsd-smartcard", "process_cmd": "/usr/libexec/gsd-smartcard", "memory_usage": {"rss": "7.98MiB", "vms": "313.43MiB", "shared": "7.13MiB", "text": "40.00KiB", "lib": "0.00B", "data": "33.36MiB", "dirty": "0.00B"}}, {"pid": 2031, "ppid": 1635, "process_name": "gsd-sound", "process_cmd": "/usr/libexec/gsd-sound", "memory_usage": {"rss": "9.12MiB", "vms": "320.30MiB", "shared": "8.11MiB", "text": "8.00KiB", "lib": "0.00B", "data": "33.41MiB", "dirty": "0.00B"}}, {"pid": 2038, "ppid": 1635, "process_name": "gsd-wacom", "process_cmd": "/usr/libexec/gsd-wacom", "memory_usage": {"rss": "21.72MiB", "vms": "413.57MiB", "shared": "16.68MiB", "text": "12.00KiB", "lib": "0.00B", "data": "45.11MiB", "dirty": "0.00B"}}, {"pid": 2075, "ppid": 1996, "process_name": "ibus-dconf", "process_cmd": "/usr/libexec/ibus-dconf", "memory_usage": {"rss": "7.28MiB", "vms": "240.20MiB", "shared": "6.68MiB", "text": "8.00KiB", "lib": "0.00B", "data": "25.10MiB", "dirty": "0.00B"}}, {"pid": 2076, "ppid": 1996, "process_name": "ibus-extension-gtk3", "process_cmd": "/usr/libexec/ibus-extension-gtk3", 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2023-02-21T10:10:46.228	INFO InputProcess::MainThread -> AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) - Starting thread
2023-02-21T10:10:46.229 WARNING InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Waiting until setup will be executed
2023-02-21T10:10:46.275	INFO InputProcess::MainThread -> [GC] global: 35.6% -> 35.7%, process: RSS(38.83MiB -> 38.87MiB), VMS(429.39MiB -> 429.39MiB)
2023-02-21T10:10:46.276	INFO OutputProcess::MainThread -> [GC] global: 35.5% -> 35.7%, process: RSS(38.62MiB -> 39.05MiB), VMS(933.40MiB -> 933.40MiB)
2023-02-21T10:10:46.277	INFO OutputProcess::MainThread -> global_status: {"output_process": {"process_id": 5983, "process_status": "running", "thread_counter": 13, "thread_names": ["MainThread", "DevoSender(standard_senders,devo_sender_0)", "DevoSenderManagerMonitor(standard_senders,devo_eu_1)", "DevoSenderManager(standard_senders,manager,devo_eu_1)", "OutputStandardConsumer(standard_senders_consumer_0)", "DevoSender(lookup_senders,devo_sender_0)", "DevoSenderManagerMonitor(lookup_senders,devo_eu_1)", "DevoSenderManager(lookup_senders,manager,devo_eu_1)", "OutputLookupConsumer(lookup_senders_consumer_0)", "DevoSender(internal_senders,devo_sender_0)", "DevoSenderManagerMonitor(internal_senders,devo_eu_1)", "DevoSenderManager(internal_senders,manager,devo_eu_1)", "OutputInternalConsumer(internal_senders_consumer_0)"], "memory_info": {"rss": "40.11MiB", "vms": "933.40MiB", "shared": "7.75MiB", "text": "2.42MiB", "lib": "0.00B", "data": "129.06MiB", "dirty": "0.00B"}, "Consumers": {"standard": {"name": "OutputStandardConsumer(standard_senders_consumer_0)", "status": "RUNNING(10)", "non_active_reason": null, "is_pausing": false, "is_paused": false, "is_flushing": false, "is_flushed": false, "is_stopping": false, "is_stopped": false}, "lookup": {"name": "OutputLookupConsumer(lookup_senders_consumer_0)", "status": "RUNNING(10)", "non_active_reason": null, "is_pausing": false, "is_paused": false, "is_flushing": false, "is_flushed": false, "is_stopping": false, "is_stopped": false}, "internal": {"name": "OutputInternalConsumer(internal_senders_consumer_0)", "status": "RUNNING(10)", "non_active_reason": null, "is_pausing": false, "is_paused": false, "is_flushing": false, "is_flushed": false, "is_stopping": false, "is_stopped": false}}, "SenderManagers": {"standard": [{"name": "DevoSenderManager(standard_senders,manager,devo_eu_1)", "status": "RUNNING(10)", "non_active_reason": null, "is_pausing": false, "is_paused": false, "is_flushing": false, "is_flushed": false, "is_stopping": false, "is_stopped": false, "internal_queue_size": 0, "senders": [{"name": "DevoSender(standard_senders,devo_sender_0)", "status": "RUNNING(10)", "non_active_reason": null, "is_running": true, "is_pausing": false, "is_paused": false, "is_stopping": false, "is_stopped": false, "details": {"name": "DevoSender(standard_senders,devo_sender_0)", "url": "collector-eu.devo.io:443", "chain_path": "/home/metron/devo-collector/devo-automox/certs/chain.crt", "cert_path": "/home/metron/devo-collector/devo-automox/certs/al_sandbox.crt", "key_path": "/home/metron/devo-collector/devo-automox/certs/al_sandbox.key", "transport_layer_type": "SSL", "last_usage_timestamp": null, "socket_status": null}}]}], "lookup": [{"name": "DevoSenderManager(lookup_senders,manager,devo_eu_1)", "status": "RUNNING(10)", "non_active_reason": null, "is_pausing": false, "is_paused": false, "is_flushing": false, "is_flushed": false, "is_stopping": false, "is_stopped": false, "internal_queue_size": 0, "senders": [{"name": "DevoSender(lookup_senders,devo_sender_0)", "status": "RUNNING(10)", "non_active_reason": null, "is_running": true, "is_pausing": false, "is_paused": false, "is_stopping": false, "is_stopped": false, "details": {"name": "DevoSender(lookup_senders,devo_sender_0)", "url": "collector-eu.devo.io:443", "chain_path": "/home/metron/devo-collector/devo-automox/certs/chain.crt", "cert_path": "/home/metron/devo-collector/devo-automox/certs/al_sandbox.crt", "key_path": "/home/metron/devo-collector/devo-automox/certs/al_sandbox.key", "transport_layer_type": "SSL", "last_usage_timestamp": null, "socket_status": null}}]}], "internal": [{"name": "DevoSenderManager(internal_senders,manager,devo_eu_1)", "status": "RUNNING(10)", "non_active_reason": null, "is_pausing": false, "is_paused": false, "is_flushing": false, "is_flushed": false, "is_stopping": false, "is_stopped": false, "internal_queue_size": 10, "senders": [{"name": "DevoSender(internal_senders,devo_sender_0)", "status": "RUNNING(10)", "non_active_reason": null, "is_running": true, "is_pausing": false, "is_paused": false, "is_stopping": false, "is_stopped": false, "details": {"name": "DevoSender(internal_senders,devo_sender_0)", "url": "collector-eu.devo.io:443", "chain_path": "/home/metron/devo-collector/devo-automox/certs/chain.crt", "cert_path": "/home/metron/devo-collector/devo-automox/certs/al_sandbox.crt", "key_path": "/home/metron/devo-collector/devo-automox/certs/al_sandbox.key", "transport_layer_type": "SSL", "last_usage_timestamp": null, "socket_status": null}}]}]}, "running_flag": true, "message_queues": {"standard": {"name": "standard_queue_multiprocessing", "max_size_in_messages": 10000, "max_size_in_mb": 1024, "max_wrap_size_in_items": 100, "current_size": 0, "put_lock": "<Lock(owner=None)>", "input_lock": "<multiprocessing.synchronize.Event object at 0x7f75e539a670>"}, "lookup": {"name": "lookup_queue_multiprocessing", "max_size_in_messages": 10000, "max_size_in_mb": 1024, "max_wrap_size_in_items": 100, "current_size": 0, "put_lock": "<Lock(owner=None)>", "input_lock": "<multiprocessing.synchronize.Event object at 0x7f75e3239ca0>"}, "internal": {"name": "internal_queue_multiprocessing", "max_size_in_messages": 10000, "max_size_in_mb": 1024, "max_wrap_size_in_items": 100, "current_size": 9, "put_lock": "<Lock(owner=None)>", "input_lock": "<multiprocessing.synchronize.Event object at 0x7f75e31ea4f0>"}}}}
2023-02-21T10:10:46.277	INFO InputProcess::MainThread -> global_status: {"input_process": {"process_id": 5985, "process_status": "running", "thread_counter": 6, "thread_names": ["MainThread", "QueueFeederThread", "AutomoxDataPullerSetup(automox_collector,automox#12345,software_packages_by_device_id#predefined)", "AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined)", "ServiceThread(automox,12345,software_packages_by_device_id,predefined)", "InputThread(automox,12345)"], "memory_info": {"rss": "38.87MiB", "vms": "429.39MiB", "shared": "6.95MiB", "text": "2.42MiB", "lib": "0.00B", "data": "71.77MiB", "dirty": "0.00B"}, "input_threads": [[]], 
"running_flag": true, "message_queues": {"standard": {"name": "standard_queue_multiprocessing", "max_size_in_messages": 10000, "max_size_in_mb": 1024, "max_wrap_size_in_items": 100, "current_size": 0, "put_lock": "<Lock(owner=None)>", "input_lock": "<multiprocessing.synchronize.Event object at 0x7f75e539a670>"}, "lookup": {"name": "lookup_queue_multiprocessing", "max_size_in_messages": 10000, "max_size_in_mb": 1024, "max_wrap_size_in_items": 100, "current_size": 0, "put_lock": "<Lock(owner=None)>", "input_lock": "<multiprocessing.synchronize.Event object at 0x7f75e3239ca0>"}, "internal": {"name": "internal_queue_multiprocessing", "max_size_in_messages": 10000, "max_size_in_mb": 1024, "max_wrap_size_in_items": 100, "current_size": 9, "put_lock": "<Lock(owner=None)>", "input_lock": "<multiprocessing.synchronize.Event object at 0x7f75e31ea4f0>"}}}}
2023-02-21T10:10:46.664	INFO OutputProcess::DevoSender(internal_senders,devo_sender_0) -> Created a sender: {"name": "DevoSender(internal_senders,devo_sender_0)", "url": "collector-eu.devo.io:443", "chain_path": "/home/metron/devo-collector/devo-automox/certs/chain.crt", "cert_path": "/home/metron/devo-collector/devo-automox/certs/al_sandbox.crt", "key_path": "/home/metron/devo-collector/devo-automox/certs/al_sandbox.key", "transport_layer_type": "SSL", "last_usage_timestamp": null, "socket_status": null}, hostname: "metron-VirtualBox", session_id: "140144288239328"
2023-02-21T10:10:47.643	INFO InputProcess::AutomoxDataPullerSetup(automox_collector,automox#12345,software_packages_by_device_id#predefined) -> Setup for module <AutomoxSoftwarePackagesByDeviceId> has been successfully executed

Puller output

A successful initial run has the following output messages for the puller module:

Note that the PrePull action is executed only one time before the first run of the Pull action.

2023-02-21T10:10:48.231	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) Starting the execution of pre_pull()
2023-02-21T10:10:48.232	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Reading persisted data
2023-02-21T10:10:48.233	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Data retrieved from the persistence: None
2023-02-21T10:10:48.233 WARNING InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Persistence will be overridden due to the retrieved state is empty
2023-02-21T10:10:48.233	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Running the persistence upgrade steps
2023-02-21T10:10:48.233	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Running the persistence corrections steps
2023-02-21T10:10:48.233	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Running the persistence corrections steps
2023-02-21T10:10:48.234 WARNING InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> The persistence version value is <ZERO>, so no persistence will be allocated
2023-02-21T10:10:48.234	INFO 
InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) Finalizing the execution of pre_pull()
2023-02-21T10:10:48.234	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Starting data collection every 60 seconds
2023-02-21T10:10:48.234	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Pull Started
2023-02-21T10:10:49.885	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Response received from Automox server Resource Url: https://console.automox.com/api/servers/2441664/packages
2023-02-21T10:10:49.892	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Total number of events: 500
2023-02-21T10:10:49.916	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Number of events sent to Devo: 500
2023-02-21T10:10:49.917	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> (Partial) Statistics for this pull cycle (@devo_pulling_id=1676954448231):Number of requests made: 1; Number of events received: 500; Number of duplicated events filtered out: 0; Number of events generated and sent: 500; Average of events per second: 297.205.
2023-02-21T10:10:51.535	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Response received from Automox server Resource Url: https://console.automox.com/api/servers/2441664/packages
2023-02-21T10:10:51.544	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Total number of events: 500
2023-02-21T10:10:51.571	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Number of events sent to Devo: 500
2023-02-21T10:10:51.573	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> (Partial) Statistics for this pull cycle (@devo_pulling_id=1676954448231):Number of requests made: 2; Number of events received: 1000; Number of duplicated events filtered out: 0; Number of events generated and sent: 1000; Average of events per second: 299.568.
2023-02-21T10:10:53.174	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Response received from Automox server Resource Url: https://console.automox.com/api/servers/2441664/packages
2023-02-21T10:10:53.181	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Total number of events: 500
2023-02-21T10:10:53.205	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Number of events sent to Devo: 500
2023-02-21T10:10:53.206	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> (Partial) Statistics for this pull cycle (@devo_pulling_id=1676954448231):Number of requests made: 3; Number of events received: 1500; Number of duplicated events filtered out: 0; Number of events generated and sent: 1500; Average of events per second: 301.729.
2023-02-21T10:10:54.647	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Response received from Automox server Resource Url: https://console.automox.com/api/servers/2441664/packages
2023-02-21T10:10:54.652	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Total number of events: 378
2023-02-21T10:10:54.674	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Number of events sent to Devo: 378
2023-02-21T10:10:54.675	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> (Partial) Statistics for this pull cycle (@devo_pulling_id=1676954448231):Number of requests made: 4; Number of events received: 1878; Number of duplicated events filtered out: 0; Number of events generated and sent: 1878; Average of events per second: 291.583.
2023-02-21T10:10:55.915	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Response received from Automox server Resource Url: https://console.automox.com/api/servers/2441664/packages
2023-02-21T10:10:55.916	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Total number of events: 0
2023-02-21T10:10:55.916	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> No data is present on page.
2023-02-21T10:10:55.916	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> (Partial) Statistics for this pull cycle (@devo_pulling_id=1676954448231):Number of requests made: 5; Number of events received: 1878; Number of duplicated events filtered out: 0; Number of events generated and sent: 1878; Average of events per second: 244.479.
2023-02-21T10:10:55.916	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Statistics for this pull cycle (@devo_pulling_id=1676954448231):Number of requests made: 5; Number of events received: 1878; Number of duplicated events filtered out: 0; Number of events generated and sent: 1878; Average of events per second: 244.471.
2023-02-21T10:10:55.916	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> The data is up to date!
2023-02-21T10:10:55.917	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Data collection completed. Elapsed time: 7.685 seconds. Waiting for 52.315 second(s) until the next one

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

2023-02-21T10:10:55.916	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Statistics for this pull cycle (@devo_pulling_id=1676954448231):Number of requests made: 5; Number of events received: 1878; Number of duplicated events filtered out: 0; Number of events generated and sent: 1878; Average of events per second: 244.471.
2023-02-21T10:10:55.916	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> The data is up to date!
2023-02-21T10:10:55.917	INFO InputProcess::AutomoxSoftwarePackagesByDeviceId(automox,12345,software_packages_by_device_id,predefined) -> Data collection completed. Elapsed time: 7.685 seconds. Waiting for 52.315 second(s) until the next one
2023-02-21T10:11:26.258 WARNING MainProcess::MainThread -> Received the "Interrupt" system signal (code: 2), all the processes will be gracefully stopped

The value @devo_pulling_id is injected in each event to group all events ingested by the same pull action. You can use it to get the exact events downloaded in that Pull action in Devo’s search window.

 Troubleshooting

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.

Error Type

Error Id

Error Message

Cause

Solution

SetupError

100

The remote data is not pullable with the given credentials. Check the error traces for details.

Not able to establish connection/ pull data due to incorrect credentials or account expired.

Re-check if the entered credentials are correct, and that the access token is expired or not

PullError

300

Error occurred while retrieving data from Automox server.

Invalid Api key OR Organization IDare passed.

Re-enter correct  Api key/Organization ID .

PullError

301

After multiple  retries still getting the too many requests error.

Automox only support 100 authenticated requests per second.

Re-run the collector 

after some time.

PullError

302

"Error in the request query : ___ .

Cause for this error will be you have enter invalid values in service parameters.

Check whether the parameters for that service are correct or not.

PullError

303

Api key OR Organization ID are incorrect. status code: 401. Error message: ___.

Incorrect Api key/Organization ID entered

Re-enter correct  Api key/Organization ID .

PullError

304

Your Organization's subscription does not allow access to this feature.

The subscription for your Organization's could have expired or it might not have access to API functions.

Check your subscription status through the Automox portal.

PullError

305

Api key is incorrect. status code: 401. Error message: ___.

API key that you enter is expired.

Use the Automox portal to get a new API key, then provide it to the collector..

PullError

306

The resource requested is not found OR check the Organization ID. Resource Url: ___.

There are two reasons:

1.The Organization’s ID is incorrect.

2.Entity not found for that particular query.

Check the Automox site to check whether there any data for that query.

PullError

307

Some thing is wrong with the query. Please provide the correct value in config.yaml file.

Enter invalid value in config.yaml file for that service.

Check whether the parameters for that service are correct or not.

PullError

308

Currently server is unavailable to process our request.

Automox Server is not able to fulfil the request for current service.

Re-run the collector 

after some time.

PullError

309

Unexpected error occurred at the Automox server.

Cause for this error will be written in the Error message on the console.

As there are number of causes for this error, check on the console as the reason is described and take action accordingly.

Collector operations

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

 Verify collector operations

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:

2023-02-21T10:19:40.884	INFO MainProcess::MainThread -> Added "/home/metron/devo-collector/devo-automox" directory to the Python path
2023-02-21T10:19:40.884	INFO MainProcess::MainThread -> Added "/home/metron/devo-collector/devo-automox/config_internal" directory to the Python path
2023-02-21T10:19:40.884	INFO MainProcess::MainThread -> Added "/home/metron/devo-collector/devo-automox/schemas" directory to the Python path
2023-02-21T10:19:40.885	INFO MainProcess::MainThread -> Production mode: False, execute only setup and exit: False, Python version: "3.9.16 (main, Dec  7 2022, 01:12:08) [GCC 11.3.0]", current dir: "/home/metron/devo-collector/devo-automox", exists "config" dir: True, exists "config_internal" dir: True, exists "certs" dir: True, exists "schemas" dir: True, exists "credentials" dir: True
2023-02-21T10:19:40.923	INFO MainProcess::MainThread -> Loading configuration using the following files: {"full_config": "config.yaml", "job_config_loc": null, "collector_config_loc": null}
2023-02-21T10:19:40.924	INFO MainProcess::MainThread -> Using the default location for "job_config_loc" file: "/etc/devo/job/job_config.json"
2023-02-21T10:19:40.924	INFO MainProcess::MainThread -> "/etc/devo/job" does not exists
2023-02-21T10:19:40.924	INFO MainProcess::MainThread -> Using the default location for "collector_config_loc" file: "/etc/devo/collector/collector_config.json"
2023-02-21T10:19:40.924	INFO MainProcess::MainThread -> "/etc/devo/collector" does not exists
2023-02-21T10:19:40.924	INFO MainProcess::MainThread -> Results of validation of config files parameters: {"config": "/home/metron/devo-collector/devo-automox/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}
2023-02-21T10:19:40.954	INFO MainProcess::MainThread -> Build time: "UNKNOWN", OS: "Linux-5.19.0-32-generic-x86_64-with-glibc2.35", collector(name:version): "automox_collector:5.1.3", owner: "integrations_factory@devo.com", started at: "2023-02-21T04:49:40.950183Z"
2023-02-21T10:19:40.961	INFO MainProcess::MainThread -> Initialized all object from "MainProcess" process
2023-02-21T10:19:40.961	INFO MainProcess::MainThread -> OutputProcess - Starting thread (executing_period=120s)
2023-02-21T10:19:40.964	INFO MainProcess::MainThread -> InputProcess - Starting thread (executing_period=120s)
2023-02-21T10:19:40.965	INFO OutputProcess::MainThread -> Process started
2023-02-21T10:19:40.968	INFO MainProcess::MainThread -> Started all object from "MainProcess" process
2023-02-21T10:19:40.968	INFO InputProcess::MainThread -> Process Started

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:

2023-02-21T10:27:31.715	INFO OutputProcess::DevoSenderManagerMonitor(standard_senders,devo_eu_1) -> Number of available senders: 1, sender manager internal queue size: 0
2023-02-21T10:27:31.715	INFO OutputProcess::DevoSenderManagerMonitor(standard_senders,devo_eu_1) -> enqueued_elapsed_times_in_seconds_stats: {}
2023-02-21T10:27:31.716	INFO OutputProcess::DevoSenderManagerMonitor(standard_senders,devo_eu_1) -> Sender: DevoSender(standard_senders,devo_sender_0), status: {"internal_queue_size": 0, "is_connection_open": True}
2023-02-21T10:27:31.716	INFO OutputProcess::DevoSenderManagerMonitor(standard_senders,devo_eu_1) -> Standard - Total number of messages sent: 9390, messages sent since "2023-02-21 04:52:31.667054+00:00": 9390 (elapsed 14.343 seconds)
2023-02-21T10:27:31.717	INFO OutputProcess::DevoSenderManagerMonitor(lookup_senders,devo_eu_1) -> Number of available senders: 1, sender manager internal queue size: 0
2023-02-21T10:27:31.717	INFO OutputProcess::DevoSenderManagerMonitor(lookup_senders,devo_eu_1) -> enqueued_elapsed_times_in_seconds_stats: {}
2023-02-21T10:27:31.717	INFO OutputProcess::DevoSenderManagerMonitor(lookup_senders,devo_eu_1) -> Sender: DevoSender(lookup_senders,devo_sender_0), status: {"internal_queue_size": 0, "is_connection_open": False}
2023-02-21T10:27:31.718	INFO OutputProcess::DevoSenderManagerMonitor(lookup_senders,devo_eu_1) -> Lookup - Total number of messages sent: 0, messages sent since "2023-02-21 04:52:31.677533+00:00": 0 (elapsed 0.000 seconds)
2023-02-21T10:27:31.719	INFO OutputProcess::DevoSenderManagerMonitor(internal_senders,devo_eu_1) -> Number of available senders: 1, sender manager internal queue size: 0
2023-02-21T10:27:31.719	INFO OutputProcess::DevoSenderManagerMonitor(internal_senders,devo_eu_1) -> enqueued_elapsed_times_in_seconds_stats: {}
2023-02-21T10:27:31.719	INFO OutputProcess::DevoSenderManagerMonitor(internal_senders,devo_eu_1) -> Sender: DevoSender(internal_senders,devo_sender_0), status: {"internal_queue_size": 0, "is_connection_open": True}
2023-02-21T10:27:31.719	INFO OutputProcess::DevoSenderManagerMonitor(internal_senders,devo_eu_1) -> Internal - Total number of messages sent: 78, messages sent since "2023-02-21 04:52:31.700081+00:00": 78 (elapsed 0.467 seconds)

By default, these information traces will be displayed every 10 minutes.

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

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.

This value helps detect bottlenecks and needs to increase the performance of data delivery to Devo. This last can be made by increasing the concurrent senders.

Total number of messages sent: 9390, messages sent since "023-02-21 04:52:31.667054+00:00": 9390 (elapsed 14.343 seconds)

Displayes the number of events from the last time and following the given example, the following conclusions can be obtained:

  • 9390 events were sent to Devo since the collector started.

  • The last checkpoint timestamp was 023-02-21 04:52:31.667054+00:00.

  • 9390 events where sent to Devo between the last UTC checkpoint and now.

  • Those 9390 events required 14.343 seconds to be delivered.

By default these traces will be shown every 10 minutes.

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.

Standard - Total number of messages sent: 9390, messages sent since "2023-02-21 04:52:31.667054+00:00": 9390 (elapsed 14.343 seconds)

Displayes the number of events from the last time and following the given example, the following conclusions can be obtained:

  • 9390 events were sent to Devo since the collector started.

  • The last checkpoint timestamp was 2023-02-21 04:52:31.667054+00:00.

  • 9390 events where sent to Devo between the last UTC checkpoint and now.

  • Those 9390 events required 14.343 seconds to be delivered.

 Check memory usage

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

2023-02-21T10:28:31.823	INFO InputProcess::MainThread -> [GC] global: 36.3% -> 36.3%, process: RSS(45.74MiB -> 45.74MiB), VMS(502.05MiB -> 502.05MiB)
2023-02-21T10:28:31.819	INFO OutputProcess::MainThread -> [GC] global: 36.3% -> 36.3%, process: RSS(42.12MiB -> 42.12MiB), VMS(933.81MiB -> 933.81MiB)

Differences between RSS and VMS memory usage:

  • RSS is the Resident Set Size, which is the actual physical memory the process is using

  • VMS is the Virtual Memory Size which is the virtual memory that process is using

 Enable/disable the logging debug mode

Sometimes it is necessary to activate the debug mode of the collector's logging. This debug mode increases the verbosity of the log and allows you to print execution traces that are very helpful in resolving incidents or detecting bottlenecks in heavy download processes.

  • To enable this option you just need to edit the configuration file and change the debug_status parameter from false to true and restart the collector.

  • To disable this option, you just need to update the configuration file and change the debug_status parameter from true to false and restart the collector.

For more information, visit the configuration and parameterization section corresponding to the chosen deployment mode.

Change log for v1.x.x

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