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THOUGHT LEADERS
StackStorm is used by people just like you, solving real-world problems. StackStorm hasn’t yet unlocked its full potential, so the more people that bring their use cases to the community, the more it can evolve and grow. Chris Jackson Director of Cloud Platforms atPearson.
CODE STRUCTURE
StackStorm/st2 Repo¶. StackStorm is made up of individual services: st2auth, st2api, st2rulesengine , st2sensorcontainer, st2actionrunner, st2notifier. StackStorm also has a CLI and client library. Code for all these services and components are laid out in different folders inthe repo root.
HIGH AVAILABILITY DEPLOYMENT High Availability Deployment. StackStorm has been systematically built with High availability (HA) as a goal. The exact deployment steps to achieve HA depend on the specifics of the infrastructure in which StackStorm is deployed. This guide covers a brief explanation on various StackStorm services, how they interact and the externalservices
SYSTEM MONITORING
The StackStorm audit logs record all executed actions, execution time and result. These logs should be stored in a system like Splunk or Elasticsearch that allows for extraction of average run time and execution count. Interesting metrics to monitor: See below for more details on logfile monitoring. YAQL — STACKSTORM 3.4.0 DOCUMENTATION YAQL¶. YAQL (Yet Another Query Language) is an OpenStack project and allows for complex data querying and transformation. In the workflow definition, YAQL expressions are wrapped inbetween like . WORKFLOW RUNTIME CONTEXT Workflow Runtime Context. At runtime, the workflow execution maintain a context dictionary that manages assigned variables. In the workflow definition, there are several location where variables can be assigned into the context. These locations are input, vars, and output in the workflow model and publish in the task transition model.ACTION RUNNERS
Action Runners. An action runner is the execution environment for user-implemented actions. StackStorm comes with pre-canned action runners such as a remote runner and shell runner which provide for user-implemented actions to be run remotely (via SSH) and locally. The objective is to allow the Action author to concentrate only on the HELP TO TUNE PERFORMANCE OPTIMIZATION FOR STACKSTORM Help to tune performance optimization for stackstorm. smurugu February 6, 2020, 2:35pm #1. Currently working on POC for using stackstorm. I went through the sample st2.conf and used the docker container option for deployment and conducted performance testing. Regardless of what configuration change i make for actionrunner, scheduler, workflow HOW TO CREATE SENSOR IN PYTHON FOR HTTP hi all i want to connect my web app with stackstorm using http request what is the procedure and i also want to know how to create rule and how to trigger rule actually i have downloaded email pack from github and this is working when i’m sending email in manually but i don’t knw how to trigger it automatically i have used IMAP sensor thanks inadvanced
IS THERE A WAY TO TRIGGER EVENT IN WORKFLOW LIKE INQUIRY Hi there, Just wondering if there is a way to trigger an event in workflow1, and such event could be inspected by rules in order to trigger workflow2? I know that this could be done by calling workflow2 directly in workflow1, but if we can trigger event we don’t need to know the workflow2. That will be asynchronous and the failure of workflow2 won’t impact workflow1. In inquiry we can STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm is used by people just like you, solving real-world problems. StackStorm hasn’t yet unlocked its full potential, so the more people that bring their use cases to the community, the more it can evolve and grow. Chris Jackson Director of Cloud Platforms atPearson.
CODE STRUCTURE
StackStorm/st2 Repo¶. StackStorm is made up of individual services: st2auth, st2api, st2rulesengine , st2sensorcontainer, st2actionrunner, st2notifier. StackStorm also has a CLI and client library. Code for all these services and components are laid out in different folders inthe repo root.
HIGH AVAILABILITY DEPLOYMENT High Availability Deployment. StackStorm has been systematically built with High availability (HA) as a goal. The exact deployment steps to achieve HA depend on the specifics of the infrastructure in which StackStorm is deployed. This guide covers a brief explanation on various StackStorm services, how they interact and the externalservices
SYSTEM MONITORING
The StackStorm audit logs record all executed actions, execution time and result. These logs should be stored in a system like Splunk or Elasticsearch that allows for extraction of average run time and execution count. Interesting metrics to monitor: See below for more details on logfile monitoring. YAQL — STACKSTORM 3.4.0 DOCUMENTATION YAQL¶. YAQL (Yet Another Query Language) is an OpenStack project and allows for complex data querying and transformation. In the workflow definition, YAQL expressions are wrapped inbetween like . WORKFLOW RUNTIME CONTEXT Workflow Runtime Context. At runtime, the workflow execution maintain a context dictionary that manages assigned variables. In the workflow definition, there are several location where variables can be assigned into the context. These locations are input, vars, and output in the workflow model and publish in the task transition model.ACTION RUNNERS
Action Runners. An action runner is the execution environment for user-implemented actions. StackStorm comes with pre-canned action runners such as a remote runner and shell runner which provide for user-implemented actions to be run remotely (via SSH) and locally. The objective is to allow the Action author to concentrate only on the HELP TO TUNE PERFORMANCE OPTIMIZATION FOR STACKSTORM Help to tune performance optimization for stackstorm. smurugu February 6, 2020, 2:35pm #1. Currently working on POC for using stackstorm. I went through the sample st2.conf and used the docker container option for deployment and conducted performance testing. Regardless of what configuration change i make for actionrunner, scheduler, workflow HOW TO CREATE SENSOR IN PYTHON FOR HTTP hi all i want to connect my web app with stackstorm using http request what is the procedure and i also want to know how to create rule and how to trigger rule actually i have downloaded email pack from github and this is working when i’m sending email in manually but i don’t knw how to trigger it automatically i have used IMAP sensor thanks inadvanced
IS THERE A WAY TO TRIGGER EVENT IN WORKFLOW LIKE INQUIRY Hi there, Just wondering if there is a way to trigger an event in workflow1, and such event could be inspected by rules in order to trigger workflow2? I know that this could be done by calling workflow2 directly in workflow1, but if we can trigger event we don’t need to know the workflow2. That will be asynchronous and the failure of workflow2 won’t impact workflow1. In inquiry we canINSTALLATION
This is an opinionated installation of StackStorm. It will download and install all components, as per the single host reference deployment.It assumes that you have a PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
ORQUESTA — STACKSTORM 3.4.0 DOCUMENTATION Orquesta¶. Orquesta. Orquesta is a workflow engine designed specifically to run natively in StackStorm. It has replaced the Mistral workflow engine, and the goal is to replace ActionChain in the future. Orquesta’s workflow definition is described in YAML and contains a number of changes and improvements over its predecessors. WORKFLOWS — STACKSTORM 3.4.0 DOCUMENTATION To capture and automate these operations, StackStorm uses workflows. A workflow strings atomic actions into a higher level automation, and orchestrates their executions by calling the right action, at the right time, with the right input. It keeps state, passes data between actions, and provides reliability and transparency to the execution. CHATOPS — STACKSTORM 3.4.0 DOCUMENTATION Combining ChatOps and StackStorm is an ideal combination: from Chat users will be able to execute actions and workflows to accelerate the IT delivery pipeline. In the same way, the ChatOps/StackStorm combination also enhances user adoption of automation through transparency and consistent execution. The end result is improvedagility and
ORQUESTA WORKFLOW DEFINITION A workflow takes input, perform a set of tasks in predefined order, and returns output. The workflow model here is a directed graph where the tasks are the nodes and the transitions and their condition between tasks form the edges. The tasks that compose a workflow will be defined in the DSL as a dictionary named tasks where the key andvalue
UNINSTALL — STACKSTORM 3.4.0 DOCUMENTATION The uninstallation procedure follows this outline: Stop services. Remove packages. Remove StackStorm system user. Remove databases and other dependencies. Remove repositories. Clean up any remaining logs, configurations and directories. The exact steps vary slightly between Linux distributions.NOTIFICATIONS
Notifications¶. If you read through the What is ChatOps? section, you are familiar with notifications. Even without ChatOps, notifications can be used to post messages to external systems like Chat clients, send emails etc. Notifications require an action that is registered with StackStorm (e.g., the post_message action in the slack pack) and a notification rule to go with it. STACKSTORM K8S HELM CHART REPOSITORY INDEX helm repo add stackstorm https://helm.stackstorm.com/ helm install stackstorm/stackstorm-ha HOW TO CREATE SENSOR IN PYTHON FOR HTTP @winem thanks for your response could you plz describe how to trigger imap sensor. actually i have downloaded one email pack i have made one rule trigger section contain email.imap_sensor and criteria has (trigger.from contain annu@gmail.com) and action part has email.send_email. and in action part i have assign some account details actually i m new in this i STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm is used by people just like you, solving real-world problems. StackStorm hasn’t yet unlocked its full potential, so the more people that bring their use cases to the community, the more it can evolve and grow. Chris Jackson Director of Cloud Platforms atPearson.
STACKSTORM DOCUMENTATION StackStorm Documentation — StackStorm 3.4.0 documentation. Note. The documentation you're currently reading is for version 3.4.0. Click here to view documentation for the latest stable version.STACKSTORM OVERVIEW
StackStorm is a service with modular architecture. It comprises loosely coupled service components that communicate over the message bus, and scales horizontally to deliver automation at scale. StackStorm has a Web UI, a CLI client, and of course a full REST API. We also ship Python client bindings to make life easier fordevelopers.
INSTALLATION
This is an opinionated installation of StackStorm. It will download and install all components, as per the single host reference deployment.It assumes that you have a RULES — STACKSTORM 3.4.0 DOCUMENTATION type specifies which criteria comparison operator to use and pattern specifies a pattern which gets passed to the operator function.. In the regex case, pattern is a regular expression pattern which the trigger value needs to match.. A list of all the available criteria operators is described below. If the criteria key contains any special characters (like -) then use the dictionary lookup SENSORS AND TRIGGERS Sensors are pieces of Python code that either periodically poll some external system, or passively wait for inbound events. They then inject triggers into StackStorm, which can be matched by rules, for potential action execution. Sensors are written in Python, and mustfollow the
PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
ACTIONS — STACKSTORM 3.4.0 DOCUMENTATION Actions. Actions are pieces of code that can perform arbitrary automation or remediation tasks in your environment. They can be written in any programming language. To give you a better idea, here is a short list of tasks which can be implemented as actions: restarta service on a
HIGH AVAILABILITY DEPLOYMENT High Availability Deployment. StackStorm has been systematically built with High availability (HA) as a goal. The exact deployment steps to achieve HA depend on the specifics of the infrastructure in which StackStorm is deployed. This guide covers a brief explanation on various StackStorm services, how they interact and the externalservices
STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm is used by people just like you, solving real-world problems. StackStorm hasn’t yet unlocked its full potential, so the more people that bring their use cases to the community, the more it can evolve and grow. Chris Jackson Director of Cloud Platforms atPearson.
STACKSTORM DOCUMENTATION StackStorm Documentation — StackStorm 3.4.0 documentation. Note. The documentation you're currently reading is for version 3.4.0. Click here to view documentation for the latest stable version.STACKSTORM OVERVIEW
StackStorm is a service with modular architecture. It comprises loosely coupled service components that communicate over the message bus, and scales horizontally to deliver automation at scale. StackStorm has a Web UI, a CLI client, and of course a full REST API. We also ship Python client bindings to make life easier fordevelopers.
INSTALLATION
This is an opinionated installation of StackStorm. It will download and install all components, as per the single host reference deployment.It assumes that you have a RULES — STACKSTORM 3.4.0 DOCUMENTATION type specifies which criteria comparison operator to use and pattern specifies a pattern which gets passed to the operator function.. In the regex case, pattern is a regular expression pattern which the trigger value needs to match.. A list of all the available criteria operators is described below. If the criteria key contains any special characters (like -) then use the dictionary lookup SENSORS AND TRIGGERS Sensors are pieces of Python code that either periodically poll some external system, or passively wait for inbound events. They then inject triggers into StackStorm, which can be matched by rules, for potential action execution. Sensors are written in Python, and mustfollow the
PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
ACTIONS — STACKSTORM 3.4.0 DOCUMENTATION Actions. Actions are pieces of code that can perform arbitrary automation or remediation tasks in your environment. They can be written in any programming language. To give you a better idea, here is a short list of tasks which can be implemented as actions: restarta service on a
HIGH AVAILABILITY DEPLOYMENT High Availability Deployment. StackStorm has been systematically built with High availability (HA) as a goal. The exact deployment steps to achieve HA depend on the specifics of the infrastructure in which StackStorm is deployed. This guide covers a brief explanation on various StackStorm services, how they interact and the externalservices
YAQL — STACKSTORM 3.4.0 DOCUMENTATION YAQL¶. YAQL (Yet Another Query Language) is an OpenStack project and allows for complex data querying and transformation. In the workflow definition, YAQL expressions are wrapped inbetween like .STACKSTORM FEATURES
StackStorm's features create a robust platform for you to automate everything. In it's simplest form, StackStorm is a robust engine for IFTT operations, allowing you to set conditional logic for anything. StackStorm also offers advanced automation, letting you create complexworkflows to
QUICK START
Explore StackStorm with CLI¶. The best way to explore StackStorm is to use the CLI. Start by running a few commands: st2 --version # Get help. It's a lot. Explore. st2 -h # Login - add "-w" to save the password if you like # st2admin/Ch@ngeMe is the default username & password. Replace if needed st2 login st2admin -p 'Ch@ngeMe' # Listthe
ACTIONS — STACKSTORM 3.4.0 DOCUMENTATION Actions. Actions are pieces of code that can perform arbitrary automation or remediation tasks in your environment. They can be written in any programming language. To give you a better idea, here is a short list of tasks which can be implemented as actions: restarta service on a
HIGH AVAILABILITY DEPLOYMENT High Availability Deployment. StackStorm has been systematically built with High availability (HA) as a goal. The exact deployment steps to achieve HA depend on the specifics of the infrastructure in which StackStorm is deployed. This guide covers a brief explanation on various StackStorm services, how they interact and the externalservices
PACK TESTING
st2-run-pack-tests -c -p /data/packs/docker/. The command will print out test coverage to stdout along with generating a coverage report in cover/index.html. This can be opened with any modern browser. The directory cover will be created in the current working directory when the command st2-run-pack-tests is UBUNTU BIONIC (18.04) Ubuntu Bionic (18.04)¶ If you’re just looking for a quick “one-liner” installation, check the top-level install guide.If you need a customised installation, use this guide for step-by-step instructions for installing StackStorm on a single system as per the Reference deployment. TRACES — STACKSTORM 3.4.0 DOCUMENTATION Traces¶. Traces. Traces are tracking entities that serve to gather all StackStorm entities like ActionExecution, TriggerInstance and Rule that originate from an event. In the StackStorm context an event could be one of the following: Events from an external system sent to StackStorm via a Sensor or Webhook. Action executed via UI, CLI orAPI.
UNINSTALL — STACKSTORM 3.4.0 DOCUMENTATION The uninstallation procedure follows this outline: Stop services. Remove packages. Remove StackStorm system user. Remove databases and other dependencies. Remove repositories. Clean up any remaining logs, configurations and directories. The exact steps vary slightly between Linux distributions.ACTION RUNNERS
Action Runners. An action runner is the execution environment for user-implemented actions. StackStorm comes with pre-canned action runners such as a remote runner and shell runner which provide for user-implemented actions to be run remotely (via SSH) and locally. The objective is to allow the Action author to concentrate only on the PARAMIKO ERROR: NOT A VALID OPENSSH PRIVATE KEY FILE kami (Tomaz Muraus) July 21, 2019, 1:24pm #5. Glad to hear that you have figured out. We should still look at the code though and throw a more user-friendly exception. No idea why “not a valid openssh private key file” exception is bubbling up. If anything “authentication failure” should bubble up STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm is used by people just like you, solving real-world problems. StackStorm hasn’t yet unlocked its full potential, so the more people that bring their use cases to the community, the more it can evolve and grow. Chris Jackson Director of Cloud Platforms atPearson.
PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
CODE STRUCTURE
StackStorm/st2 Repo¶. StackStorm is made up of individual services: st2auth, st2api, st2rulesengine , st2sensorcontainer, st2actionrunner, st2notifier. StackStorm also has a CLI and client library. Code for all these services and components are laid out in different folders inthe repo root.
SYSTEM MONITORING
The StackStorm audit logs record all executed actions, execution time and result. These logs should be stored in a system like Splunk or Elasticsearch that allows for extraction of average run time and execution count. Interesting metrics to monitor: See below for more details on logfile monitoring. YAQL — STACKSTORM 3.4.0 DOCUMENTATION YAQL¶. YAQL (Yet Another Query Language) is an OpenStack project and allows for complex data querying and transformation. In the workflow definition, YAQL expressions are wrapped inbetween like . WORKFLOW RUNTIME CONTEXT Workflow Runtime Context. At runtime, the workflow execution maintain a context dictionary that manages assigned variables. In the workflow definition, there are several location where variables can be assigned into the context. These locations are input, vars, and output in the workflow model and publish in the task transition model. TRACES — STACKSTORM 3.4.0 DOCUMENTATION Traces¶. Traces. Traces are tracking entities that serve to gather all StackStorm entities like ActionExecution, TriggerInstance and Rule that originate from an event. In the StackStorm context an event could be one of the following: Events from an external system sent to StackStorm via a Sensor or Webhook. Action executed via UI, CLI orAPI.
HELP TO TUNE PERFORMANCE OPTIMIZATION FOR STACKSTORM Help to tune performance optimization for stackstorm. smurugu February 6, 2020, 2:35pm #1. Currently working on POC for using stackstorm. I went through the sample st2.conf and used the docker container option for deployment and conducted performance testing. Regardless of what configuration change i make for actionrunner, scheduler, workflow HOW TO CREATE SENSOR IN PYTHON FOR HTTP hi all i want to connect my web app with stackstorm using http request what is the procedure and i also want to know how to create rule and how to trigger rule actually i have downloaded email pack from github and this is working when i’m sending email in manually but i don’t knw how to trigger it automatically i have used IMAP sensor thanks inadvanced
IS THERE A WAY TO TRIGGER EVENT IN WORKFLOW LIKE INQUIRY Hi there, Just wondering if there is a way to trigger an event in workflow1, and such event could be inspected by rules in order to trigger workflow2? I know that this could be done by calling workflow2 directly in workflow1, but if we can trigger event we don’t need to know the workflow2. That will be asynchronous and the failure of workflow2 won’t impact workflow1. In inquiry we can STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm is used by people just like you, solving real-world problems. StackStorm hasn’t yet unlocked its full potential, so the more people that bring their use cases to the community, the more it can evolve and grow. Chris Jackson Director of Cloud Platforms atPearson.
PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
CODE STRUCTURE
StackStorm/st2 Repo¶. StackStorm is made up of individual services: st2auth, st2api, st2rulesengine , st2sensorcontainer, st2actionrunner, st2notifier. StackStorm also has a CLI and client library. Code for all these services and components are laid out in different folders inthe repo root.
SYSTEM MONITORING
The StackStorm audit logs record all executed actions, execution time and result. These logs should be stored in a system like Splunk or Elasticsearch that allows for extraction of average run time and execution count. Interesting metrics to monitor: See below for more details on logfile monitoring. YAQL — STACKSTORM 3.4.0 DOCUMENTATION YAQL¶. YAQL (Yet Another Query Language) is an OpenStack project and allows for complex data querying and transformation. In the workflow definition, YAQL expressions are wrapped inbetween like . WORKFLOW RUNTIME CONTEXT Workflow Runtime Context. At runtime, the workflow execution maintain a context dictionary that manages assigned variables. In the workflow definition, there are several location where variables can be assigned into the context. These locations are input, vars, and output in the workflow model and publish in the task transition model. TRACES — STACKSTORM 3.4.0 DOCUMENTATION Traces¶. Traces. Traces are tracking entities that serve to gather all StackStorm entities like ActionExecution, TriggerInstance and Rule that originate from an event. In the StackStorm context an event could be one of the following: Events from an external system sent to StackStorm via a Sensor or Webhook. Action executed via UI, CLI orAPI.
HELP TO TUNE PERFORMANCE OPTIMIZATION FOR STACKSTORM Help to tune performance optimization for stackstorm. smurugu February 6, 2020, 2:35pm #1. Currently working on POC for using stackstorm. I went through the sample st2.conf and used the docker container option for deployment and conducted performance testing. Regardless of what configuration change i make for actionrunner, scheduler, workflow HOW TO CREATE SENSOR IN PYTHON FOR HTTP hi all i want to connect my web app with stackstorm using http request what is the procedure and i also want to know how to create rule and how to trigger rule actually i have downloaded email pack from github and this is working when i’m sending email in manually but i don’t knw how to trigger it automatically i have used IMAP sensor thanks inadvanced
IS THERE A WAY TO TRIGGER EVENT IN WORKFLOW LIKE INQUIRY Hi there, Just wondering if there is a way to trigger an event in workflow1, and such event could be inspected by rules in order to trigger workflow2? I know that this could be done by calling workflow2 directly in workflow1, but if we can trigger event we don’t need to know the workflow2. That will be asynchronous and the failure of workflow2 won’t impact workflow1. In inquiry we can PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
ORQUESTA — STACKSTORM 3.4.0 DOCUMENTATION Orquesta¶. Orquesta. Orquesta is a workflow engine designed specifically to run natively in StackStorm. It has replaced the Mistral workflow engine, and the goal is to replace ActionChain in the future. Orquesta’s workflow definition is described in YAML and contains a number of changes and improvements over its predecessors. CHATOPS — STACKSTORM 3.4.0 DOCUMENTATION Combining ChatOps and StackStorm is an ideal combination: from Chat users will be able to execute actions and workflows to accelerate the IT delivery pipeline. In the same way, the ChatOps/StackStorm combination also enhances user adoption of automation through transparency and consistent execution. The end result is improvedagility and
HIGH AVAILABILITY DEPLOYMENT High Availability Deployment. StackStorm has been systematically built with High availability (HA) as a goal. The exact deployment steps to achieve HA depend on the specifics of the infrastructure in which StackStorm is deployed. This guide covers a brief explanation on various StackStorm services, how they interact and the externalservices
TRACES — STACKSTORM 3.4.0 DOCUMENTATION Traces¶. Traces. Traces are tracking entities that serve to gather all StackStorm entities like ActionExecution, TriggerInstance and Rule that originate from an event. In the StackStorm context an event could be one of the following: Events from an external system sent to StackStorm via a Sensor or Webhook. Action executed via UI, CLI orAPI.
ORQUESTA WORKFLOW DEFINITION A workflow takes input, perform a set of tasks in predefined order, and returns output. The workflow model here is a directed graph where the tasks are the nodes and the transitions and their condition between tasks form the edges. The tasks that compose a workflow will be defined in the DSL as a dictionary named tasks where the key andvalue
ACTION RUNNERS
Action Runners. An action runner is the execution environment for user-implemented actions. StackStorm comes with pre-canned action runners such as a remote runner and shell runner which provide for user-implemented actions to be run remotely (via SSH) and locally. The objective is to allow the Action author to concentrate only on theNOTIFICATIONS
Notifications¶. If you read through the What is ChatOps? section, you are familiar with notifications. Even without ChatOps, notifications can be used to post messages to external systems like Chat clients, send emails etc. Notifications require an action that is registered with StackStorm (e.g., the post_message action in the slack pack) and a notification rule to go with it. STACKSTORM K8S HELM CHART REPOSITORY INDEX helm repo add stackstorm https://helm.stackstorm.com/ helm install stackstorm/stackstorm-ha WORKAROUND FOR ACCESSING CONFIG_CONTEXT IN A MISTRAL Reference Problem Currently in a Mistral Workflow you can not access the config_context described here: Actions — StackStorm 2.10.1 documentation StackStorm currently doesn’t pass this context into Mistral or provide a Jinja filter to access it. Workaround To access the config context information in a Mistral workflow, you can simply create a new parameter in the StackStorm action STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm is used by people just like you, solving real-world problems. StackStorm hasn’t yet unlocked its full potential, so the more people that bring their use cases to the community, the more it can evolve and grow. Chris Jackson Director of Cloud Platforms atPearson.
PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
CODE STRUCTURE
StackStorm/st2 Repo¶. StackStorm is made up of individual services: st2auth, st2api, st2rulesengine , st2sensorcontainer, st2actionrunner, st2notifier. StackStorm also has a CLI and client library. Code for all these services and components are laid out in different folders inthe repo root.
SYSTEM MONITORING
The StackStorm audit logs record all executed actions, execution time and result. These logs should be stored in a system like Splunk or Elasticsearch that allows for extraction of average run time and execution count. Interesting metrics to monitor: See below for more details on logfile monitoring. YAQL — STACKSTORM 3.4.0 DOCUMENTATION YAQL¶. YAQL (Yet Another Query Language) is an OpenStack project and allows for complex data querying and transformation. In the workflow definition, YAQL expressions are wrapped inbetween like . WORKFLOW RUNTIME CONTEXT Workflow Runtime Context. At runtime, the workflow execution maintain a context dictionary that manages assigned variables. In the workflow definition, there are several location where variables can be assigned into the context. These locations are input, vars, and output in the workflow model and publish in the task transition model. TRACES — STACKSTORM 3.4.0 DOCUMENTATION Traces¶. Traces. Traces are tracking entities that serve to gather all StackStorm entities like ActionExecution, TriggerInstance and Rule that originate from an event. In the StackStorm context an event could be one of the following: Events from an external system sent to StackStorm via a Sensor or Webhook. Action executed via UI, CLI orAPI.
HELP TO TUNE PERFORMANCE OPTIMIZATION FOR STACKSTORM Help to tune performance optimization for stackstorm. smurugu February 6, 2020, 2:35pm #1. Currently working on POC for using stackstorm. I went through the sample st2.conf and used the docker container option for deployment and conducted performance testing. Regardless of what configuration change i make for actionrunner, scheduler, workflow HOW TO CREATE SENSOR IN PYTHON FOR HTTP hi all i want to connect my web app with stackstorm using http request what is the procedure and i also want to know how to create rule and how to trigger rule actually i have downloaded email pack from github and this is working when i’m sending email in manually but i don’t knw how to trigger it automatically i have used IMAP sensor thanks inadvanced
IS THERE A WAY TO TRIGGER EVENT IN WORKFLOW LIKE INQUIRY Hi there, Just wondering if there is a way to trigger an event in workflow1, and such event could be inspected by rules in order to trigger workflow2? I know that this could be done by calling workflow2 directly in workflow1, but if we can trigger event we don’t need to know the workflow2. That will be asynchronous and the failure of workflow2 won’t impact workflow1. In inquiry we can STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm is used by people just like you, solving real-world problems. StackStorm hasn’t yet unlocked its full potential, so the more people that bring their use cases to the community, the more it can evolve and grow. Chris Jackson Director of Cloud Platforms atPearson.
PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
CODE STRUCTURE
StackStorm/st2 Repo¶. StackStorm is made up of individual services: st2auth, st2api, st2rulesengine , st2sensorcontainer, st2actionrunner, st2notifier. StackStorm also has a CLI and client library. Code for all these services and components are laid out in different folders inthe repo root.
SYSTEM MONITORING
The StackStorm audit logs record all executed actions, execution time and result. These logs should be stored in a system like Splunk or Elasticsearch that allows for extraction of average run time and execution count. Interesting metrics to monitor: See below for more details on logfile monitoring. YAQL — STACKSTORM 3.4.0 DOCUMENTATION YAQL¶. YAQL (Yet Another Query Language) is an OpenStack project and allows for complex data querying and transformation. In the workflow definition, YAQL expressions are wrapped inbetween like . WORKFLOW RUNTIME CONTEXT Workflow Runtime Context. At runtime, the workflow execution maintain a context dictionary that manages assigned variables. In the workflow definition, there are several location where variables can be assigned into the context. These locations are input, vars, and output in the workflow model and publish in the task transition model. TRACES — STACKSTORM 3.4.0 DOCUMENTATION Traces¶. Traces. Traces are tracking entities that serve to gather all StackStorm entities like ActionExecution, TriggerInstance and Rule that originate from an event. In the StackStorm context an event could be one of the following: Events from an external system sent to StackStorm via a Sensor or Webhook. Action executed via UI, CLI orAPI.
HELP TO TUNE PERFORMANCE OPTIMIZATION FOR STACKSTORM Help to tune performance optimization for stackstorm. smurugu February 6, 2020, 2:35pm #1. Currently working on POC for using stackstorm. I went through the sample st2.conf and used the docker container option for deployment and conducted performance testing. Regardless of what configuration change i make for actionrunner, scheduler, workflow HOW TO CREATE SENSOR IN PYTHON FOR HTTP hi all i want to connect my web app with stackstorm using http request what is the procedure and i also want to know how to create rule and how to trigger rule actually i have downloaded email pack from github and this is working when i’m sending email in manually but i don’t knw how to trigger it automatically i have used IMAP sensor thanks inadvanced
IS THERE A WAY TO TRIGGER EVENT IN WORKFLOW LIKE INQUIRY Hi there, Just wondering if there is a way to trigger an event in workflow1, and such event could be inspected by rules in order to trigger workflow2? I know that this could be done by calling workflow2 directly in workflow1, but if we can trigger event we don’t need to know the workflow2. That will be asynchronous and the failure of workflow2 won’t impact workflow1. In inquiry we can PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
ORQUESTA — STACKSTORM 3.4.0 DOCUMENTATION Orquesta¶. Orquesta. Orquesta is a workflow engine designed specifically to run natively in StackStorm. It has replaced the Mistral workflow engine, and the goal is to replace ActionChain in the future. Orquesta’s workflow definition is described in YAML and contains a number of changes and improvements over its predecessors. CHATOPS — STACKSTORM 3.4.0 DOCUMENTATION Combining ChatOps and StackStorm is an ideal combination: from Chat users will be able to execute actions and workflows to accelerate the IT delivery pipeline. In the same way, the ChatOps/StackStorm combination also enhances user adoption of automation through transparency and consistent execution. The end result is improvedagility and
HIGH AVAILABILITY DEPLOYMENT High Availability Deployment. StackStorm has been systematically built with High availability (HA) as a goal. The exact deployment steps to achieve HA depend on the specifics of the infrastructure in which StackStorm is deployed. This guide covers a brief explanation on various StackStorm services, how they interact and the externalservices
TRACES — STACKSTORM 3.4.0 DOCUMENTATION Traces¶. Traces. Traces are tracking entities that serve to gather all StackStorm entities like ActionExecution, TriggerInstance and Rule that originate from an event. In the StackStorm context an event could be one of the following: Events from an external system sent to StackStorm via a Sensor or Webhook. Action executed via UI, CLI orAPI.
ORQUESTA WORKFLOW DEFINITION A workflow takes input, perform a set of tasks in predefined order, and returns output. The workflow model here is a directed graph where the tasks are the nodes and the transitions and their condition between tasks form the edges. The tasks that compose a workflow will be defined in the DSL as a dictionary named tasks where the key andvalue
ACTION RUNNERS
Action Runners. An action runner is the execution environment for user-implemented actions. StackStorm comes with pre-canned action runners such as a remote runner and shell runner which provide for user-implemented actions to be run remotely (via SSH) and locally. The objective is to allow the Action author to concentrate only on theNOTIFICATIONS
Notifications¶. If you read through the What is ChatOps? section, you are familiar with notifications. Even without ChatOps, notifications can be used to post messages to external systems like Chat clients, send emails etc. Notifications require an action that is registered with StackStorm (e.g., the post_message action in the slack pack) and a notification rule to go with it. STACKSTORM K8S HELM CHART REPOSITORY INDEX helm repo add stackstorm https://helm.stackstorm.com/ helm install stackstorm/stackstorm-ha WORKAROUND FOR ACCESSING CONFIG_CONTEXT IN A MISTRAL Reference Problem Currently in a Mistral Workflow you can not access the config_context described here: Actions — StackStorm 2.10.1 documentation StackStorm currently doesn’t pass this context into Mistral or provide a Jinja filter to access it. Workaround To access the config context information in a Mistral workflow, you can simply create a new parameter in the StackStorm action STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm is used by people just like you, solving real-world problems. StackStorm hasn’t yet unlocked its full potential, so the more people that bring their use cases to the community, the more it can evolve and grow. Chris Jackson Director of Cloud Platforms atPearson.
STACKSTORM DOCUMENTATION StackStorm Documentation — StackStorm 3.4.0 documentation. Note. The documentation you're currently reading is for version 3.4.0. Click here to view documentation for the latest stable version.INSTALLATION
This is an opinionated installation of StackStorm. It will download and install all components, as per the single host reference deployment.It assumes that you have a RULES — STACKSTORM 3.4.0 DOCUMENTATION type specifies which criteria comparison operator to use and pattern specifies a pattern which gets passed to the operator function.. In the regex case, pattern is a regular expression pattern which the trigger value needs to match.. A list of all the available criteria operators is described below. If the criteria key contains any special characters (like -) then use the dictionary lookup SENSORS AND TRIGGERS Sensors are pieces of Python code that either periodically poll some external system, or passively wait for inbound events. They then inject triggers into StackStorm, which can be matched by rules, for potential action execution. Sensors are written in Python, and mustfollow the
PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
CODE STRUCTURE
StackStorm/st2 Repo¶. StackStorm is made up of individual services: st2auth, st2api, st2rulesengine , st2sensorcontainer, st2actionrunner, st2notifier. StackStorm also has a CLI and client library. Code for all these services and components are laid out in different folders inthe repo root.
HIGH AVAILABILITY DEPLOYMENT High Availability Deployment. StackStorm has been systematically built with High availability (HA) as a goal. The exact deployment steps to achieve HA depend on the specifics of the infrastructure in which StackStorm is deployed. This guide covers a brief explanation on various StackStorm services, how they interact and the externalservices
SYSTEM MONITORING
The StackStorm audit logs record all executed actions, execution time and result. These logs should be stored in a system like Splunk or Elasticsearch that allows for extraction of average run time and execution count. Interesting metrics to monitor: See below for more details on logfile monitoring. WORKFLOW RUNTIME CONTEXT Workflow Runtime Context. At runtime, the workflow execution maintain a context dictionary that manages assigned variables. In the workflow definition, there are several location where variables can be assigned into the context. These locations are input, vars, and output in the workflow model and publish in the task transition model. STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm is used by people just like you, solving real-world problems. StackStorm hasn’t yet unlocked its full potential, so the more people that bring their use cases to the community, the more it can evolve and grow. Chris Jackson Director of Cloud Platforms atPearson.
STACKSTORM DOCUMENTATION StackStorm Documentation — StackStorm 3.4.0 documentation. Note. The documentation you're currently reading is for version 3.4.0. Click here to view documentation for the latest stable version.INSTALLATION
This is an opinionated installation of StackStorm. It will download and install all components, as per the single host reference deployment.It assumes that you have a RULES — STACKSTORM 3.4.0 DOCUMENTATION type specifies which criteria comparison operator to use and pattern specifies a pattern which gets passed to the operator function.. In the regex case, pattern is a regular expression pattern which the trigger value needs to match.. A list of all the available criteria operators is described below. If the criteria key contains any special characters (like -) then use the dictionary lookup SENSORS AND TRIGGERS Sensors are pieces of Python code that either periodically poll some external system, or passively wait for inbound events. They then inject triggers into StackStorm, which can be matched by rules, for potential action execution. Sensors are written in Python, and mustfollow the
PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
CODE STRUCTURE
StackStorm/st2 Repo¶. StackStorm is made up of individual services: st2auth, st2api, st2rulesengine , st2sensorcontainer, st2actionrunner, st2notifier. StackStorm also has a CLI and client library. Code for all these services and components are laid out in different folders inthe repo root.
HIGH AVAILABILITY DEPLOYMENT High Availability Deployment. StackStorm has been systematically built with High availability (HA) as a goal. The exact deployment steps to achieve HA depend on the specifics of the infrastructure in which StackStorm is deployed. This guide covers a brief explanation on various StackStorm services, how they interact and the externalservices
SYSTEM MONITORING
The StackStorm audit logs record all executed actions, execution time and result. These logs should be stored in a system like Splunk or Elasticsearch that allows for extraction of average run time and execution count. Interesting metrics to monitor: See below for more details on logfile monitoring. WORKFLOW RUNTIME CONTEXT Workflow Runtime Context. At runtime, the workflow execution maintain a context dictionary that manages assigned variables. In the workflow definition, there are several location where variables can be assigned into the context. These locations are input, vars, and output in the workflow model and publish in the task transition model.INSTALLATION
This is an opinionated installation of StackStorm. It will download and install all components, as per the single host reference deployment.It assumes that you have aSTACKSTORM OVERVIEW
StackStorm is a service with modular architecture. It comprises loosely coupled service components that communicate over the message bus, and scales horizontally to deliver automation at scale. StackStorm has a Web UI, a CLI client, and of course a full REST API. We also ship Python client bindings to make life easier fordevelopers.
PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
STACKSTORM HA CLUSTER IN KUBERNETES StackStorm HA Cluster in Kubernetes - BETA¶. This document provides an installation blueprint for a Highly Available StackStorm cluster based on Kubernetes, a container orchestration platform at planet scale.. The cluster deploys a minimum of 2 replicas for each component of StackStorm microservices for redundancy and reliability.CLI REFERENCE
Re-running an Action¶. To re-run a particular action, you can use the st2 execution re-run command.. By default, this command re-runs an action with the same set of input parameters which were used with theoriginal action.
UBUNTU XENIAL (16.04) Ubuntu Xenial (16.04)¶ If you’re just looking for a quick “one-liner” installation, check the top-level install guide.If you need a customised installation, use this guide for step-by-step instructions for installing StackStorm on a single system as per the Reference deployment. WEBHOOKS — STACKSTORM 3.4.0 DOCUMENTATION Using a Generic Webhook¶. By default, a special-purpose webhook with the name st2 is already registered. Instead of using core.st2.webhook, it allows you to specify any trigger that is known to StackStorm (either by default or from custom sensors and triggers in packs), so you can use it to trigger rules that aren’t explicitly set up to be triggered by webhooks.NOTIFICATIONS
Notifications¶. If you read through the What is ChatOps? section, you are familiar with notifications. Even without ChatOps, notifications can be used to post messages to external systems like Chat clients, send emails etc. Notifications require an action that is registered with StackStorm (e.g., the post_message action in the slack pack) and a notification rule to go with it. STACKSTORM K8S HELM CHART REPOSITORY INDEX helm repo add stackstorm https://helm.stackstorm.com/ helm install stackstorm/stackstorm-ha RUNNING SELF-VERIFICATION Running Self-Verification¶. StackStorm includes a script for verifying the system installation. The script covers the following aspects of StackStorm: STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm connects all your apps, services, and workflows. Why StackStorm? Get Started Open source and trusted by the enterprise Robust Automation Engine From simple if/then rules to complicated workflows, StackStorm lets you automate DevOps your way. See More Features Integrates with your Existing Infrastructure No need to change your existing processes or workflows, StackStorm connectsCODE STRUCTURE
StackStorm/st2 Repo¶. StackStorm is made up of individual services: st2auth, st2api, st2rulesengine, st2sensorcontainer, st2actionrunner, st2notifier. StackStorm also has a CLI and client library. Code for all these services and components are laid out in different folders inthe repo root.
PACKS — STACKSTORM 3.4.0 DOCUMENTATION Under the Hood: Pack Basics¶. The st2 pack commands described above are a convenience layer on top of pack basics. Once you understand the basics, you can work with the pack content directly, which might be preferred if you work with configuration management or have a very specific deployment workflow.SYSTEM MONITORING
Note. These monitoring guidelines are just that: guidelines. You will need to modify them to suit your specific environment. They are still a work in progress, and we welcome feedback on ways to improve them, and suggestions for specific monitoring system integration details. WORKFLOW RUNTIME CONTEXT Assignment Scope¶. In a workflow with parallel branches, the context dictionary is scoped to each branch and merged when the branches converge with join.So let’s say a variable is defined in the workflow input or vars and the workflow execution diverges into multiple branches. If task(s) from each branch publishes to the same variable, the change is not global and is only made to the local TRACES — STACKSTORM 3.4.0 DOCUMENTATION What is trace_tag and trace_id?¶ trace-tag: User specified and therefore friendly way to tag or identify a Trace.There is no requirement for this value to be unique, and StackStorm will not enforce this. Whenever only a trace-tag is provided at one of the injection points a new Trace is started if one does not already exist. trace-id: This is a StackStorm-defined value and is guaranteed to be YAQL — STACKSTORM 3.4.0 DOCUMENTATION List to Dictionary¶. There are cases where it is easier to work with dictionaries rather than lists (e.g. random access of a value with the key). Let’s take the same list of VM records from above and convert it to a dictionary where VM name is the key and the value is therecord.
HOW TO CREATE SENSOR IN PYTHON FOR HTTP hi all i want to connect my web app with stackstorm using http request what is the procedure and i also want to know how to create rule and how to trigger rule actually i have downloaded email pack from github and this is working when i’m sending email in manually but i don’t knw how to trigger it automatically i have used IMAP sensor thanks inadvanced
HELP TO TUNE PERFORMANCE OPTIMIZATION FOR STACKSTORM Currently working on POC for using stackstorm. I went through the sample st2.conf and used the docker container option for deployment and conducted performance testing. Regardless of what configuration change i make for actionrunner, scheduler, workflow runner i dont see any improvements on concurrency, getting pretty bad performance for st2_get, st2_set api’s ranging from 2seconds for IS THERE A WAY TO TRIGGER EVENT IN WORKFLOW LIKE INQUIRY Hi there, Just wondering if there is a way to trigger an event in workflow1, and such event could be inspected by rules in order to trigger workflow2? I know that this could be done by calling workflow2 directly in workflow1, but if we can trigger event we don’t need to know the workflow2. That will be asynchronous and the failure of workflow2 won’t impact workflow1. In inquiry we can STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm connects all your apps, services, and workflows. Why StackStorm? Get Started Open source and trusted by the enterprise Robust Automation Engine From simple if/then rules to complicated workflows, StackStorm lets you automate DevOps your way. See More Features Integrates with your Existing Infrastructure No need to change your existing processes or workflows, StackStorm connectsCODE STRUCTURE
StackStorm/st2 Repo¶. StackStorm is made up of individual services: st2auth, st2api, st2rulesengine, st2sensorcontainer, st2actionrunner, st2notifier. StackStorm also has a CLI and client library. Code for all these services and components are laid out in different folders inthe repo root.
PACKS — STACKSTORM 3.4.0 DOCUMENTATION Under the Hood: Pack Basics¶. The st2 pack commands described above are a convenience layer on top of pack basics. Once you understand the basics, you can work with the pack content directly, which might be preferred if you work with configuration management or have a very specific deployment workflow.SYSTEM MONITORING
Note. These monitoring guidelines are just that: guidelines. You will need to modify them to suit your specific environment. They are still a work in progress, and we welcome feedback on ways to improve them, and suggestions for specific monitoring system integration details. WORKFLOW RUNTIME CONTEXT Assignment Scope¶. In a workflow with parallel branches, the context dictionary is scoped to each branch and merged when the branches converge with join.So let’s say a variable is defined in the workflow input or vars and the workflow execution diverges into multiple branches. If task(s) from each branch publishes to the same variable, the change is not global and is only made to the local TRACES — STACKSTORM 3.4.0 DOCUMENTATION What is trace_tag and trace_id?¶ trace-tag: User specified and therefore friendly way to tag or identify a Trace.There is no requirement for this value to be unique, and StackStorm will not enforce this. Whenever only a trace-tag is provided at one of the injection points a new Trace is started if one does not already exist. trace-id: This is a StackStorm-defined value and is guaranteed to be YAQL — STACKSTORM 3.4.0 DOCUMENTATION List to Dictionary¶. There are cases where it is easier to work with dictionaries rather than lists (e.g. random access of a value with the key). Let’s take the same list of VM records from above and convert it to a dictionary where VM name is the key and the value is therecord.
HOW TO CREATE SENSOR IN PYTHON FOR HTTP hi all i want to connect my web app with stackstorm using http request what is the procedure and i also want to know how to create rule and how to trigger rule actually i have downloaded email pack from github and this is working when i’m sending email in manually but i don’t knw how to trigger it automatically i have used IMAP sensor thanks inadvanced
HELP TO TUNE PERFORMANCE OPTIMIZATION FOR STACKSTORM Currently working on POC for using stackstorm. I went through the sample st2.conf and used the docker container option for deployment and conducted performance testing. Regardless of what configuration change i make for actionrunner, scheduler, workflow runner i dont see any improvements on concurrency, getting pretty bad performance for st2_get, st2_set api’s ranging from 2seconds for IS THERE A WAY TO TRIGGER EVENT IN WORKFLOW LIKE INQUIRY Hi there, Just wondering if there is a way to trigger an event in workflow1, and such event could be inspected by rules in order to trigger workflow2? I know that this could be done by calling workflow2 directly in workflow1, but if we can trigger event we don’t need to know the workflow2. That will be asynchronous and the failure of workflow2 won’t impact workflow1. In inquiry we can RULES — STACKSTORM 3.4.0 DOCUMENTATION type specifies which criteria comparison operator to use and pattern specifies a pattern which gets passed to the operator function.. In the regex case, pattern is a regular expression pattern which the trigger value needs to match.. A list of all the available criteria operators is described below. If the criteria key contains any special characters (like -) then use the dictionary lookup HIGH AVAILABILITY DEPLOYMENT st2auth¶. All authentication is managed by this process. This process needs a connection to MongoDB and an authentication backend. See authentication backends for more information. It is a Python WSGI app running under a gunicorn-managed process which by default listens on port 9100.It is front-ended by Nginx acting as a reverse proxy. PACKS — STACKSTORM 3.4.0 DOCUMENTATION Under the Hood: Pack Basics¶. The st2 pack commands described above are a convenience layer on top of pack basics. Once you understand the basics, you can work with the pack content directly, which might be preferred if you work with configuration management or have a very specific deployment workflow. ORQUESTA — STACKSTORM 3.4.0 DOCUMENTATION Orquesta¶. Orquesta is a workflow engine designed specifically to run natively in StackStorm. It has replaced the Mistral workflow engine, and the goal is to replace ActionChain in the future. CHATOPS — STACKSTORM 3.4.0 DOCUMENTATION ChatOps¶. Why ChatOps? ChatOps provides a new way of collaboration and work within your teams. Boiled down to its essence, ChatOps represents conversation-driven development.With ChatOps, it is possible to take operational and development workflows and expose them as commands that can be executed in a company chat room. TRACES — STACKSTORM 3.4.0 DOCUMENTATION What is trace_tag and trace_id?¶ trace-tag: User specified and therefore friendly way to tag or identify a Trace.There is no requirement for this value to be unique, and StackStorm will not enforce this. Whenever only a trace-tag is provided at one of the injection points a new Trace is started if one does not already exist. trace-id: This is a StackStorm-defined value and is guaranteed to be ORQUESTA WORKFLOW DEFINITION Conversely, if more than one tasks transition to the same task and join is not specified in the latter, then the target task will be invoked immediately following the completion of the previous task. There will be multiple instances of the target task. In the workflow graph, each invocation of the target task will be its own branch with the inbound edge from the node of the previous task.ACTION RUNNERS
Action Runners¶. An action runner is the execution environment for user-implemented actions. StackStorm comes with pre-canned action runners such as a remote runner and shell runner which provide for user-implemented actions to be run remotely (via SSH) and locally.NOTIFICATIONS
Notifications¶. If you read through the What is ChatOps? section, you are familiar with notifications. Even without ChatOps, notifications can be used to post messages to external systems like Chat clients, send emails etc. Notifications require an action that is registered with StackStorm (e.g., the post_message action in the slack pack) and a notification rule to go with it. STACKSTORM K8S HELM CHART REPOSITORY INDEX helm repo add stackstorm https://helm.stackstorm.com/ helm install stackstorm/stackstorm-ha STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm is used by people just like you, solving real-world problems. StackStorm hasn’t yet unlocked its full potential, so the more people that bring their use cases to the community, the more it can evolve and grow. Chris Jackson Director of Cloud Platforms atPearson.
STACKSTORM DOCUMENTATION StackStorm Documentation — StackStorm 3.4.0 documentation. Note. The documentation you're currently reading is for version 3.4.0. Click here to view documentation for the latest stable version.INSTALLATION
This is an opinionated installation of StackStorm. It will download and install all components, as per the single host reference deployment.It assumes that you have a RULES — STACKSTORM 3.4.0 DOCUMENTATIONSTACKSTORM ANSIBLESTACKSTORM DOWNLOADSTACKSTORM EXCHANGESTACKSTORM EXCHANGESTACKSTORM GITHUBSTACKSTORM GITHUB type specifies which criteria comparison operator to use and pattern specifies a pattern which gets passed to the operator function.. In the regex case, pattern is a regular expression pattern which the trigger value needs to match.. A list of all the available criteria operators is described below. If the criteria key contains any special characters (like -) then use the dictionary lookup SENSORS AND TRIGGERS Sensors are pieces of Python code that either periodically poll some external system, or passively wait for inbound events. They then inject triggers into StackStorm, which can be matched by rules, for potential action execution. Sensors are written in Python, and mustfollow the
PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
CODE STRUCTURE
StackStorm/st2 Repo¶. StackStorm is made up of individual services: st2auth, st2api, st2rulesengine , st2sensorcontainer, st2actionrunner, st2notifier. StackStorm also has a CLI and client library. Code for all these services and components are laid out in different folders inthe repo root.
HIGH AVAILABILITY DEPLOYMENT High Availability Deployment. StackStorm has been systematically built with High availability (HA) as a goal. The exact deployment steps to achieve HA depend on the specifics of the infrastructure in which StackStorm is deployed. This guide covers a brief explanation on various StackStorm services, how they interact and the externalservices
SYSTEM MONITORING
The StackStorm audit logs record all executed actions, execution time and result. These logs should be stored in a system like Splunk or Elasticsearch that allows for extraction of average run time and execution count. Interesting metrics to monitor: See below for more details on logfile monitoring. WORKFLOW RUNTIME CONTEXT Workflow Runtime Context. At runtime, the workflow execution maintain a context dictionary that manages assigned variables. In the workflow definition, there are several location where variables can be assigned into the context. These locations are input, vars, and output in the workflow model and publish in the task transition model. STACKSTORM - STACKSTORMFEATURESCOMMUNITYDOCSBLOGDONATESTACKSTORMTHOUGHT LEADERS
StackStorm is used by people just like you, solving real-world problems. StackStorm hasn’t yet unlocked its full potential, so the more people that bring their use cases to the community, the more it can evolve and grow. Chris Jackson Director of Cloud Platforms atPearson.
STACKSTORM DOCUMENTATION StackStorm Documentation — StackStorm 3.4.0 documentation. Note. The documentation you're currently reading is for version 3.4.0. Click here to view documentation for the latest stable version.INSTALLATION
This is an opinionated installation of StackStorm. It will download and install all components, as per the single host reference deployment.It assumes that you have a RULES — STACKSTORM 3.4.0 DOCUMENTATIONSTACKSTORM ANSIBLESTACKSTORM DOWNLOADSTACKSTORM EXCHANGESTACKSTORM EXCHANGESTACKSTORM GITHUBSTACKSTORM GITHUB type specifies which criteria comparison operator to use and pattern specifies a pattern which gets passed to the operator function.. In the regex case, pattern is a regular expression pattern which the trigger value needs to match.. A list of all the available criteria operators is described below. If the criteria key contains any special characters (like -) then use the dictionary lookup SENSORS AND TRIGGERS Sensors are pieces of Python code that either periodically poll some external system, or passively wait for inbound events. They then inject triggers into StackStorm, which can be matched by rules, for potential action execution. Sensors are written in Python, and mustfollow the
PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
CODE STRUCTURE
StackStorm/st2 Repo¶. StackStorm is made up of individual services: st2auth, st2api, st2rulesengine , st2sensorcontainer, st2actionrunner, st2notifier. StackStorm also has a CLI and client library. Code for all these services and components are laid out in different folders inthe repo root.
HIGH AVAILABILITY DEPLOYMENT High Availability Deployment. StackStorm has been systematically built with High availability (HA) as a goal. The exact deployment steps to achieve HA depend on the specifics of the infrastructure in which StackStorm is deployed. This guide covers a brief explanation on various StackStorm services, how they interact and the externalservices
SYSTEM MONITORING
The StackStorm audit logs record all executed actions, execution time and result. These logs should be stored in a system like Splunk or Elasticsearch that allows for extraction of average run time and execution count. Interesting metrics to monitor: See below for more details on logfile monitoring. WORKFLOW RUNTIME CONTEXT Workflow Runtime Context. At runtime, the workflow execution maintain a context dictionary that manages assigned variables. In the workflow definition, there are several location where variables can be assigned into the context. These locations are input, vars, and output in the workflow model and publish in the task transition model.INSTALLATION
This is an opinionated installation of StackStorm. It will download and install all components, as per the single host reference deployment.It assumes that you have aSTACKSTORM OVERVIEW
StackStorm is a service with modular architecture. It comprises loosely coupled service components that communicate over the message bus, and scales horizontally to deliver automation at scale. StackStorm has a Web UI, a CLI client, and of course a full REST API. We also ship Python client bindings to make life easier fordevelopers.
PACKS — STACKSTORM 3.4.0 DOCUMENTATION A “pack” is the unit of deployment for integrations and automations that extend StackStorm. Typically a pack is organized along service or product boundaries e.g. AWS, Docker, Sensu etc. A pack can contain Actions, Workflows, Rules , Sensors, and Aliases. StackStorm content is always part of a pack, so it’s important tounderstand how to
STACKSTORM HA CLUSTER IN KUBERNETES StackStorm HA Cluster in Kubernetes - BETA¶. This document provides an installation blueprint for a Highly Available StackStorm cluster based on Kubernetes, a container orchestration platform at planet scale.. The cluster deploys a minimum of 2 replicas for each component of StackStorm microservices for redundancy and reliability.CLI REFERENCE
Re-running an Action¶. To re-run a particular action, you can use the st2 execution re-run command.. By default, this command re-runs an action with the same set of input parameters which were used with theoriginal action.
UBUNTU XENIAL (16.04) Ubuntu Xenial (16.04)¶ If you’re just looking for a quick “one-liner” installation, check the top-level install guide.If you need a customised installation, use this guide for step-by-step instructions for installing StackStorm on a single system as per the Reference deployment. WEBHOOKS — STACKSTORM 3.4.0 DOCUMENTATION Using a Generic Webhook¶. By default, a special-purpose webhook with the name st2 is already registered. Instead of using core.st2.webhook, it allows you to specify any trigger that is known to StackStorm (either by default or from custom sensors and triggers in packs), so you can use it to trigger rules that aren’t explicitly set up to be triggered by webhooks.NOTIFICATIONS
Notifications¶. If you read through the What is ChatOps? section, you are familiar with notifications. Even without ChatOps, notifications can be used to post messages to external systems like Chat clients, send emails etc. Notifications require an action that is registered with StackStorm (e.g., the post_message action in the slack pack) and a notification rule to go with it. STACKSTORM K8S HELM CHART REPOSITORY INDEX helm repo add stackstorm https://helm.stackstorm.com/ helm install stackstorm/stackstorm-ha RUNNING SELF-VERIFICATION Running Self-Verification¶. StackStorm includes a script for verifying the system installation. The script covers the following aspects of StackStorm:* Features
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STACKSTORM CONNECTS ALL YOUR APPS, SERVICES, AND WORKFLOWS. __ Why StackStorm? Get Started OPEN SOURCE AND TRUSTED BY THE ENTERPRISE ROBUST AUTOMATION ENGINE From simple if/then rules to complicated workflows, StackStorm lets you automate DevOps your way.steps-vertical
See More Features... INTEGRATES WITH YOUR EXISTING INFRASTRUCTURE No need to change your existing processes or workflows, StackStorm connects what you already have. See More Integrations... JOIN OUR OPEN SOURCE COMMUNITY ON SLACK Community is what makes a good product great. StackStorm is used by a lot of people around the world, and you can always count on getting answers to your questions. __Join Our Slack Community * More ways to get help:* __Forums
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USED BY YOUR PEERS
StackStorm is used by people just like you, solving real-worldproblems.
> StackStorm hasn’t yet unlocked its full potential, so the more > people that bring their use cases to the community, the more it can > evolve and grow.>
> Chris Jackson Director of Cloud Platforms at Pearson> Read More...
> StackStorm has changed how we approach automation, allowing us to > compartmentalize small specific tasks which can be orchestrated into > larger macro tasks. We can share the small pieces between teams and > collectively improve on them over time.>
> Mick McGrath Lead Engineer at Bitovi> Read More...
> The capabilities of StackStorm are truly only limited by your > imagination. Its overall simplicity truly makes it a fantastic tool > for just about any situation requiring automation.>
> Luke Marty Lead Technical Architect for Cloud Security at Target> Read More...
> Choosing StackStorm allowed us to quickly bootstrap without > reinventing the wheel. This allowed us to focus on Netflix specific > features and integrations and reduced our time to market> significantly.
>
> Sayli Karmarkar & Vinay Shah Netflix Diagnostics & Remediation > Engineering team> Read More...
Read More Stories... LIMITLESS BUSINESS APPLICATIONS Stackstorm can be used to automate and streamline nearly any part of your business. Here are some of the most common applications. AUTOMATED REMEDIATION When failures happen, StackStorm can act as Tier 1 support: It troubleshoots, fixes known problems, and escalates to humans whenneeded.
CONTINUOUS DEPLOYMENT Continuous deployment can get complex, beyond Jenkins or other specialized opinionated tools. Automate advanced CI/CD pipelines yourway.
CHATOPS OPTIMIZATION ChatOps brings automation and collaboration together; transforming devops teams to get things done better, faster, and with style. AUTOMATED SECURITY RESPONSE Security issues are serious and need to be addressed quickly. Stackstorm can ensure that your response is consistent, always on, andfaster than ever.
Get Started
NETFLIX USED STACKSTORM TO BUILD WINSTON, AN EVENT DRIVEN DIAGNOSTIC AND REMEDIATION PLATFORM Learn how Netflix used Stackstorm as their underlying engine to host and execute their runbooks. __ View Presentation __ Read Article on MediumDocumentation
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