![](https://github.blog/wp-content/uploads/2019/02/draft-pull-requests.png?fit=1354%2C780)
Thursday, February 28, 2019
Wednesday, February 27, 2019
AWS IoT
a very informative podcast interview with VP of IoT with AWS
AWS Internet of Things with Dirk Didascalou - Software Engineering Daily
IoT Applications & Solutions | What is the Internet of Things (IoT)? | AWS
![AWS IoT Software and Services AWS IoT Software and Services](https://d1.awsstatic.com/IoT/Category%20Page%20Icons/product-page-diagram-AWS-IoT-Category-Launch_How-It-Works@2x.6ef8de61cff6a211a7ade927a08ab102a50b2ba2.png)
What is AWS IoT? 3 Min Overview - YouTube
AWS Internet of Things with Dirk Didascalou - Software Engineering Daily
IoT Applications & Solutions | What is the Internet of Things (IoT)? | AWS
![AWS IoT Software and Services AWS IoT Software and Services](https://d1.awsstatic.com/IoT/Category%20Page%20Icons/product-page-diagram-AWS-IoT-Category-Launch_How-It-Works@2x.6ef8de61cff6a211a7ade927a08ab102a50b2ba2.png)
What is AWS IoT? 3 Min Overview - YouTube
RISC-V: Open-Source Hardware (OSH)
RISC-V - Wikipedia
"RISC-V (pronounced "risk-five") is an open-source hardware instruction set architecture (ISA) based on established reduced instruction set computer (RISC) principles.
In contrast to most ISAs, the RISC-V ISA is free and open-source and can be used royalty-free for any purpose, permitting anyone to design, manufacture and sell RISC-V chips and software. While not the first open-architecture[1] ISA, it is significant because it is designed to be useful in a wide range of devices. The instruction set also has a substantial body of supporting software, which avoids a usual weakness of new instruction sets.
The project began in 2010 at the University of California, Berkeley, but many contributors are volunteers and industry workers outside the university.[2]
The RISC-V ISA has been designed with small, fast, and low-power real-world implementations in mind,[3][4] but without over-architecting for a particular microarchitecture style"
![](https://upload.wikimedia.org/wikipedia/commons/thumb/7/7a/Yunsup_Lee_holding_RISC_V_prototype_chip.jpg/440px-Yunsup_Lee_holding_RISC_V_prototype_chip.jpg)
RISC-V @ GitHub
info from:
Amazon just acquired Eero because Wi-Fi is key to the smart home - Stacey on IoT | Internet of Things news and analysis
Tuesday, February 26, 2019
AWS > Amazon
AWS Drives More Than Half of Amazon's Operating Income | Light Reading
"Amazon Web Services comprised just 11% of the company's overall sales in 2018, but delivered more operating income than all other business units combined.
In financial results delivered Thursday, Amazon Web Services Inc. drove $7.43 billion sales for the quarter ending December 31, up 45% from $5.11 billion year-over-year. (See Amazon Reports Q4 Sales Up 20% to $72.4B.)"
"Amazon Web Services comprised just 11% of the company's overall sales in 2018, but delivered more operating income than all other business units combined.
In financial results delivered Thursday, Amazon Web Services Inc. drove $7.43 billion sales for the quarter ending December 31, up 45% from $5.11 billion year-over-year. (See Amazon Reports Q4 Sales Up 20% to $72.4B.)"
React Native Rearchitecture
![](https://i2.wp.com/softwareengineeringdaily.com/wp-content/uploads/2019/02/ReactNative_blue.png?resize=730%2C389&ssl=1)
React Native allows developers to build native applications for iOS and Android using components written in the React JavaScript framework. These ReactJS components render to native application code by going over a JavaScript bridge, a message bus that communicates between JavaScript code and native iOS or Android runtimes.
To address the performance issues of React Native, the core team working on React Native at Facebook is rearchitecting the React Native runtime within a project called Fabric. Fabric consists of changes to the threading model, the data handling system, and the JavaScript bridge.
this new engine may be more similar to NativeScript, a similar open source tool:
Monday, February 25, 2019
Sunday, February 24, 2019
Posgres as "Document DB" with JSONB
Postgres JSON: Unleash the Power of Storing JSON in Postgres | Codeship | via @codeship
CREATE TABLE cards ( id integer NOT NULL, board_id integer NOT NULL, data jsonb );
INSERT INTO cards VALUES (1, 1, '{"name": "Paint house", "tags": ["Improvements", "Office"], "finished": true}');
SELECT data->>'name' AS name FROM cards
SELECT * FROM cards WHERE data->>'finished' = 'true';
CREATE INDEX idxfinished ON cards ((data->>'finished'));
As of Postgres 9.4, along with the JSONB data type came GIN (Generalized Inverted Index) indexes. With GIN indexes, we can quickly query data using the JSON operators @>, ?, ?&, and ?
CREATE INDEX idxgindata ON cards USING gin (data);
CREATE TABLE cards ( id integer NOT NULL, board_id integer NOT NULL, data jsonb );
INSERT INTO cards VALUES (1, 1, '{"name": "Paint house", "tags": ["Improvements", "Office"], "finished": true}');
SELECT data->>'name' AS name FROM cards
SELECT * FROM cards WHERE data->>'finished' = 'true';
CREATE INDEX idxfinished ON cards ((data->>'finished'));
As of Postgres 9.4, along with the JSONB data type came GIN (Generalized Inverted Index) indexes. With GIN indexes, we can quickly query data using the JSON operators @>, ?, ?&, and ?
CREATE INDEX idxgindata ON cards USING gin (data);
SELECT count(*) FROM cards WHERE data @> '{"tags": ["Clean", "Kitchen"]}';
How to query JSONB, beginner sheet cheat – Hacker Noon
PostgreSQL: Documentation: 10: 8.14. JSON Types
How to query JSONB, beginner sheet cheat – Hacker Noon
PostgreSQL: Documentation: 10: 8.14. JSON Types
Fission: Serverless Functions for Kubernetes: FaaS
![](https://i2.wp.com/softwareengineeringdaily.com/wp-content/uploads/2018/11/fission.png?resize=730%2C389&ssl=1)
written in GoLang, supporting execution environments for
Go, JVM. .NET, NodeJS, Python, Ruby, PHP, and even Perl :)
A trigger is something that maps an event to a function; Fission as of today supports HTTP request, timed, and message queue triggers.
Performance: 100msec cold start
Fission maintains a pool of "warm" containers that each contain a small dynamic loader. When a function is first called, i.e. "cold-started", a running container is chosen and the function is loaded. This pool is what makes Fission fast: cold-start latencies are typically about 100msec.
Serverless Functions for Kubernetes - Fission
"What is Fission?
Fission is a framework for serverless functions on Kubernetes.
Write short-lived functions in any language, and map them to HTTP requests (or other event triggers).
Deploy functions instantly with one command. There are no containers to build, and no Docker registries to manage."
![serverless-functions-workflow-framework-opensource-fission](https://fission.io/wp-content/uploads/2018/10/serverless-functions-workflow-framework-opensource-fission.png)
Serverless Functions for Kubernetes tutorial
How Fission.io Brings Serverless to Kubernetes - The New Stack
Fission: Serverless on Kubernetes with Soam Vasani - Software Engineering Daily
Fission: Serverless Functions for Kubernetes [B] - Soam Vasani, Platform9 Systems - YouTube
Function as a Service on Kubernetes with Fission.io - YouTube
demo by Brendan Burns, co-creator of K8S
Saturday, February 23, 2019
Open Source Workflow Engines
Workflow Processing Engine Overview 2018: Airflow vs Azkaban vs Conductor vs Oozie vs Amazon Step Functions - Shawn's Pitstop
Data pipelines, Luigi, Airflow: everything you need to know
NoFlo | Flow-Based Programming for JavaScript
Flow-based programming - Wikipedia
The Microservice Workflow Automation Cheat Sheet – berndruecker
flowing-retail/rest at master · berndruecker/flowing-retail
Top 10 Free And Open Source BPM Software for Businesses
"Business process management software primarily serves the purpose of providing a platform for people to design, build, analyze, modify and the test the various business processes."
NoFlo | Flow-Based Programming for JavaScript
Flow-based programming - Wikipedia
The Microservice Workflow Automation Cheat Sheet – berndruecker
flowing-retail/rest at master · berndruecker/flowing-retail
Top 10 Free And Open Source BPM Software for Businesses
"Business process management software primarily serves the purpose of providing a platform for people to design, build, analyze, modify and the test the various business processes."
Flowable - Wikipedia (fork of Activity)
AWS Step Functions + Simple Workflow Service (SWF)
"When using Amazon SWF, you implement workers to perform tasks. These workers can run either on cloud infrastructure, such as Amazon Elastic Compute Cloud (Amazon EC2), or on your own premises. You can create tasks that are long-running, or that may fail, time out, or require restarts—or that may complete with varying throughput and latency. Amazon SWF stores tasks and assigns them to workers when they are ready, tracks their progress, and maintains their state, including details on their completion. To coordinate tasks, you write a program that gets the latest state of each task from Amazon SWF and uses it to initiate subsequent tasks. Amazon SWF maintains an application's execution state durably so that the application is resilient to failures in individual components. With Amazon SWF, you can implement, deploy, scale, and modify these application components independently."
![The different entities or "actors" in an Amazon SWF workflow.](https://docs.aws.amazon.com/amazonswf/latest/developerguide/images/swf-overview-actors.png)
"What is SWF not?
- SWF does not execute any code.
- SWF does not contain the logic of the workflow.
- SWF does not allow you to draw a workflow or a state machine
How does it work?
SWF is based on polling. Your code runs on your machines on AWS or on-premises – it doesn’t matter. Your code is polling for tasks from the SWF API (where they wait in queues), receives a task, executes it, and sends the result back to the SWF API.
SWF then issues new tasks to your code, and keeps the history of the workflow (state)."
SWF then issues new tasks to your code, and keeps the history of the workflow (state)."
neyric/aws-swf-toolkit: A Node.js Framework for workflows on Amazon SWF
AWS Step Functions
"Build distributed applications using visual workflows
AWS Step Functions
"Build distributed applications using visual workflows
![sfn_how-it-works sfn_how-it-works](https://d1.awsstatic.com/product-marketing/Step%20Functions/sfn_how-it-works.f795601e8338db32506b9abb01e71704f483fc81.png)
{
"Comment": "A Hello World example of the Amazon States Language using a Pass state",
"StartAt": "HelloWorld",
"States": {
"HelloWorld": {
"Type": "Pass",
"Result": "Hello World!",
"End": true
}
}
}
ASL: Amazon States Language - AWS Step Functions
{ "Comment": "An example of the Amazon States Language using a choice state.", "StartAt": "FirstState", "States": { "FirstState": { "Type": "Task", "Resource": "arn:aws:lambda:us-east-1:123456789012:function:FUNCTION_NAME", "Next": "ChoiceState" }, "ChoiceState": { "Type" : "Choice", "Choices": [ { "Variable": "$.foo", "NumericEquals": 1, "Next": "FirstMatchState" }, { "Variable": "$.foo", "NumericEquals": 2, "Next": "SecondMatchState" } ], "Default": "DefaultState" }, "FirstMatchState": { "Type" : "Task", "Resource": "arn:aws:lambda:us-east-1:123456789012:function:OnFirstMatch", "Next": "NextState" }, "SecondMatchState": { "Type" : "Task", "Resource": "arn:aws:lambda:us-east-1:123456789012:function:OnSecondMatch", "Next": "NextState" }, "DefaultState": { "Type": "Fail", "Error": "DefaultStateError", "Cause": "No Matches!" }, "NextState": { "Type": "Task", "Resource": "arn:aws:lambda:us-east-1:123456789012:function:FUNCTION_NAME", "End": true } } }
State Types:
- Common State Fields
- Pass: passes input to output
- Task: single unit of work; main building block for state machines; properties
- "Type": "Task",
- "Resource": "arn:aws:lambda:..."
- "TimeoutSeconds": 300, // optional
- "HearthbeatSeconds": 60 // optional
- "Next": "NextState1"
- "Retry": [ { "ErrorEquals": ["CustomError"]. "IntervalSeconds": 1, "MaxAttempts": 5 }]
- "Catch": [ { ... }
- Choice: conditional branching logic ("if statement", "switch", create loops)
- { "Choices": [ { "Variable": "$.foo", "NumericEquals": 1, "Next", "MatchOne" } ...
- "And": [...], "Not": [...], "Or": [...]
- Wait: delay execution
- "Seconds": 10 ==> wait 10 seconds before next state
- "Timestamp": "2020-01-01T00:00:00Z" // wait until specified time
- "SecondsPath": "$.waitseconds" // use input variable
- "TimestampPath": "$.expirydate" // use input var
- Succeed: end state
- "SuccessState": { Type": "Succeed" }
- Fail: end state
- "FailState": { "Type": "Fail", "Cause": "Data error", "Error": "inventory low" }
- Parallel: parallel execution
- "StateP1": { "Type": "Parallel", "Next": "FinalState",
"Branches" : [ { "StartAt": "Wait 20s", " States: { "Wait 20s" { ... } } },
using "path" to filter portion of input for processing and output; example
{ "numbers": [2, 3], "sum": 5 }
{ "Type": "Task", "Resource": "arn:aws:lambda:us-east1:123:function:Add", "Next", "NextStep",
"InputPath": "$.numbers", "ResultPath": "$.sum", "OutputPath": "$.sum" }
State Machine Data - AWS Step Functions
"You can now use a local version of AWS Step Functions to develop and test your workflows."
Azure Logic Apps + Microsoft Flow
workflow cloud platforms
Logic App Service | Microsoft Azure
What are Microsoft Flow, Logic Apps, Functions, and WebJobs? - Azure | Microsoft Docs
"Microsoft Flow and Logic Apps are both designer-first integration services that can create workflows. Both services integrate with various SaaS and enterprise applications.
Microsoft Flow is built on top of Logic Apps. They share the same workflow designer and the same connectors."
"Functions and Logic Apps are Azure services that enable serverless workloads. Azure Functions is a serverless compute service, whereas Azure Logic Apps provides serverless workflows. Both can create complex orchestrations. An orchestration is a collection of functions or steps, called actions in Logic Apps, that are executed to accomplish a complex task. For example, to process a batch of orders, you might execute many instances of a function in parallel, wait for all instances to finish, and then execute a function that computes a result on the aggregate."
Azure Logic Apps Documentation - Tutorials, API Reference | Microsoft Docs
"Azure Logic Apps is a cloud service that helps you automate and orchestrate tasks, business processes, and workflows when you need to integrate apps, data, systems, and services across enterprises or organizations. Logic Apps simplifies how you design and build scalable solutions for app integration, data integration, system integration, enterprise application integration (EAI), and business-to-business (B2B) communication, whether in the cloud, on premises, or both.
"Microsoft Azure LogicApps Components:
Online training classes:
Azure Logic Apps: Getting Started | Pluralsight
Azure Logic Apps: Getting Started : Building Blocks
Microsoft Azure Developer: Creating Enterprise Logic Apps | Pluralsight
Azure Logic Apps: Fundamentals | Pluralsight
Data operation samples - Azure Logic Apps | Microsoft Docs
Logic App Service | Microsoft Azure
What are Microsoft Flow, Logic Apps, Functions, and WebJobs? - Azure | Microsoft Docs
"Microsoft Flow and Logic Apps are both designer-first integration services that can create workflows. Both services integrate with various SaaS and enterprise applications.
Microsoft Flow is built on top of Logic Apps. They share the same workflow designer and the same connectors."
"Functions and Logic Apps are Azure services that enable serverless workloads. Azure Functions is a serverless compute service, whereas Azure Logic Apps provides serverless workflows. Both can create complex orchestrations. An orchestration is a collection of functions or steps, called actions in Logic Apps, that are executed to accomplish a complex task. For example, to process a batch of orders, you might execute many instances of a function in parallel, wait for all instances to finish, and then execute a function that computes a result on the aggregate."
Azure Logic Apps Documentation - Tutorials, API Reference | Microsoft Docs
"Azure Logic Apps is a cloud service that helps you automate and orchestrate tasks, business processes, and workflows when you need to integrate apps, data, systems, and services across enterprises or organizations. Logic Apps simplifies how you design and build scalable solutions for app integration, data integration, system integration, enterprise application integration (EAI), and business-to-business (B2B) communication, whether in the cloud, on premises, or both.
To build enterprise integration solutions with Azure Logic Apps, you can choose from a growing gallery with 200+ connectors, which include services such as Azure Service Bus, Functions, and Storage; SQL, Office 365, Dynamics, Salesforce, BizTalk, SAP, Oracle DB, file shares, and more. Connectors provide triggers, actions, or both for creating logic apps that securely access and process data in real time."
![Logic Apps Designer - example logic app](https://docs.microsoft.com/en-us/azure/logic-apps/media/logic-apps-overview/overview.png)
"Every logic app workflow starts with a trigger, which fires when a specific event happens, or when new available data meets specific criteria. Many triggers include basic scheduling capabilities so that you can specify how regularly your workloads run. For more custom scheduling scenarios, start your workflows with the Schedule trigger. Learn more about how to build schedule-based workflows.
Each time that the trigger fires, the Logic Apps engine creates a logic app instance that runs the actions in the workflow. These actions can also include data conversions and flow controls, such as conditional statements, switch statements, loops, and branching."
Quickstart - Create and automate your first workflow - Azure Logic Apps | Microsoft Docs
Enterprise integration with Azure Logic Apps | Microsoft Docs
Microsoft/vscode-azurelogicapps: Azure Logic Apps extension for VS Code @ GitHub
for low code / no code apps:
Automate processes + tasks | Microsoft Flow
"Turn repetitive tasks into multistep workflows. For example, with a few clicks capture tweets and add them as leads in Dynamics 365, subscribers in Mailchimp, and more...
Start with a template..."![Logic Apps Designer - example logic app](https://docs.microsoft.com/en-us/azure/logic-apps/media/logic-apps-overview/overview.png)
"Every logic app workflow starts with a trigger, which fires when a specific event happens, or when new available data meets specific criteria. Many triggers include basic scheduling capabilities so that you can specify how regularly your workloads run. For more custom scheduling scenarios, start your workflows with the Schedule trigger. Learn more about how to build schedule-based workflows.
Each time that the trigger fires, the Logic Apps engine creates a logic app instance that runs the actions in the workflow. These actions can also include data conversions and flow controls, such as conditional statements, switch statements, loops, and branching."
Quickstart - Create and automate your first workflow - Azure Logic Apps | Microsoft Docs
![Select trigger: "RSS - When a feed item is published"](https://docs.microsoft.com/en-us/azure/logic-apps/media/quickstart-create-first-logic-app-workflow/add-trigger-rss.png)
![Set up trigger with RSS feed, frequency, and interval](https://docs.microsoft.com/en-us/azure/logic-apps/media/quickstart-create-first-logic-app-workflow/add-trigger-rss-settings.png)
![Select this action: "Office 365 Outlook - Send an email"](https://docs.microsoft.com/en-us/azure/logic-apps/media/quickstart-create-first-logic-app-workflow/add-action-send-email.png)
![Add contents for email body](https://docs.microsoft.com/en-us/azure/logic-apps/media/quickstart-create-first-logic-app-workflow/add-action-send-email-body.png)
Microsoft/vscode-azurelogicapps: Azure Logic Apps extension for VS Code @ GitHub
for low code / no code apps:
Automate processes + tasks | Microsoft Flow
"Turn repetitive tasks into multistep workflows. For example, with a few clicks capture tweets and add them as leads in Dynamics 365, subscribers in Mailchimp, and more...
"Microsoft Azure LogicApps Components:
- Workflow – is used to define the different steps of your business process, using a graphical user interface.
- Triggers - initiate a workflow, and create a new instance of the workflow. A trigger can be an arrival of a file on FTP site or receiving an email. Types of triggers:
- Poll triggers: These triggers poll your service at a specified frequency to check for new data. When new data is available, a new instance of your logicapp runs with the data as input.
- Push triggers: (Webhooks) These triggers listen for data on an endpoint, or for an event to happen, then triggers a new instance of your logicapp.
- Recurrence trigger: This trigger instantiates an instance of your logicapp on a prescribed schedule.
- Event-based triggers: i.e. message from service bus queue
- Actions - An action represents a step in the workflow.
It can invoke an operation on your API. - Connectors - are used to connect to different data sources and services.
Azure LogicApps provide an in-built set of managed connectors that cover different areas like social media, file FTP and many more. - Enterprise Integration Pack (EIP) Connectors - provide functionality like BizTalk.
These connectors are used for complex enterprise integration scenarios such as XML messaging and Validation. It supports exchange messages through industry-standard protocols, including AS2, X12, and EDIFACT. It requires an "Integration Accounts" to store different artifacts, like schemas, partners, certificates, maps and agreements
Online training classes:
Azure Logic Apps: Getting Started | Pluralsight
Azure Logic Apps: Getting Started : Building Blocks
- "Connectors" are pre-built wrappers around systems (web service APIs); there are about 200 built-in connects, and you can build your own (that is just an API)
- "Triggers": to initiate a Logic App; could be "reactive" and "proactive" (see above list); could leverage "trigger templates" and "pre-built templates"; Not all connectors could be triggers
- "Actions": building blocks of Logic Apps; most of Actions are also Connectors.
Actions is just "next step" in a logic app. - "Flow Control": sequence of logic in Logic App
- "if-then", "switch", "for-each", "do-until", "scope"
Microsoft Azure Developer: Creating Enterprise Logic Apps | Pluralsight
Azure Logic Apps: Fundamentals | Pluralsight
Data operation samples - Azure Logic Apps | Microsoft Docs
"actions": {
"Initialize_variable_-_integer_array": {
"type": "InitializeVariable",
"inputs": {
"variables": [
{
"name": "myIntegerArray",
"type": "Array",
"value": [
1,
2,
3,
4
]
}
]
},
"runAfter": {}
},
"Select": {
"type": "Select",
"inputs": {
"from": "@variables('myIntegerArray')",
"select": {
"Product_ID": "@item()"
}
},
"runAfter": {
"Initialize_variable_-_integer_array": [
"Succeeded"
]
}
}
},
Schedule and run automated tasks and workflows with Azure Logic Apps | Microsoft Docs
"triggers": {
"Recurrence": {
"type": "Recurrence",
"recurrence": {
"frequency": "Week",
"interval": 1,
"schedule": {
"hours": [
10,
12,
14
],
"minutes": [
30
],
"weekDays": [
"Monday"
]
},
"startTime": "2017-09-07T14:00:00",
"timeZone": "Pacific Standard Time"
}
}
}
azure-quickstart-templates/101-function-app-create-dynamic at master · Azure/azure-quickstart-templates @ GitHubFriday, February 22, 2019
JavaScript Workflow Engines, State Machines, Statecharts, React Automata
"JavaScript Promises are just a state machines"
When systems get more complex there are "state-charts" with some useful tools to help.
Workflow Engine vs. State Machine:
"In a workflow engine, transition to the next step occurs when a previous action is completed, whilst a state machine needs an external event that will cause branching to the next activity."
Workflows and state transitions can be defined as meta-data (i.e. JSON or XML files), and tools can dynamically generate GUI and process events.
Workflows are also essential part of "Business Process Modelling" (BPM). (Business process management) "enterprise" tools.
Videos:
David Khourshid - Infinitely Better UIs with Finite Automata - YouTube
David Khourshid: Simplifying Complex UIs with Finite Automata & Statecharts | JSConf Iceland 2018 - YouTube
Informative docs:
Welcome to the world of Statecharts - Statecharts (statecharts.github.io)
"a statechart is a beefed up state machine. The beefing up solves a lot of the problems that state machines have, especially state explosion that happens as state machines grow"
What is a state machine? - Statecharts
"a state machine is a software component that defines:
Comparison of popular Javascript workflow libs downloads in last 6 months:
fsm-iterator vs javascript-state-machine vs machina vs xstate | npm trends
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)
GitHub repos and docs of those libs:
davidkpiano/xstate: State machines and statecharts for the modern web.
![Light Machine](https://camo.githubusercontent.com/88b77b857ae17d45afbad9810a1f80a504a5e53e/68747470733a2f2f696d6775722e636f6d2f7271716d6b4a682e706e67)
Super quick start | XState Docs
XState Version 4 Released 🚀 – David Khourshid – Medium
Robust React User Interfaces with Finite State Machines | CSS-Tricks
Responsive web design tool, CMS, and hosting platform | Webflow
jakesgordon/javascript-state-machine: A javascript finite state machine library
![matter state machine](https://github.com/jakesgordon/javascript-state-machine/raw/master/examples/matter.png)
ifandelse/machina.js: js ex machina - finite state machines in JavaScript
jfairbank/fsm-iterator: A finite state machine iterator for JavaScript
by jfairbank (Jeremy Fairbank) / Repositories
fschaefer/Stately.js: Stately.js is a JavaScript based finite-state machine (FSM) engine for Node.js and the browser.
Standard data format for representing state machines for the web
Statechart XML from W3C
Related helpful tools and sites:
MicheleBertoli/react-automata: A state machine abstraction for React
"A state machine abstraction for React that provides declarative state management and automatic test generation."
spectrum.chat/statecharts
State Machine: State Explosion - Statecharts
"The main problem that’s stopping widespread usage of state machines is the fact that beyond very simple examples, state machines often end up with a large number of states, a lot of them with identical transitions.
![Simple state machine with six states, and six transitions](https://statecharts.github.io/valid-invalid-enabled-disabled-changed-unchanged-parallel.svg)
In statecharts, states can be organized hierarchically.
![Simple state machine with valid/invalid as substate of changed](https://statecharts.github.io/valid-invalid-enabled-disabled-changed-unchanged-parallel-hierarchy.svg)
A guard is a sort of pre condition to a transition, in a way it stops a transition from happening if some condition is not true.
(Finite) State Machine is based on "events" that cause transitions between states. Usually there is a nice graphical presentation of such states and events.
When systems get more complex there are "state-charts" with some useful tools to help.
Workflow Engine vs. State Machine:
"In a workflow engine, transition to the next step occurs when a previous action is completed, whilst a state machine needs an external event that will cause branching to the next activity."
Workflows and state transitions can be defined as meta-data (i.e. JSON or XML files), and tools can dynamically generate GUI and process events.
Workflows are also essential part of "Business Process Modelling" (BPM). (Business process management) "enterprise" tools.
Videos:
David Khourshid - Infinitely Better UIs with Finite Automata - YouTube
David Khourshid: Simplifying Complex UIs with Finite Automata & Statecharts | JSConf Iceland 2018 - YouTube
Informative docs:
Welcome to the world of Statecharts - Statecharts (statecharts.github.io)
"a statechart is a beefed up state machine. The beefing up solves a lot of the problems that state machines have, especially state explosion that happens as state machines grow"
What is a state machine? - Statecharts
"a state machine is a software component that defines:
- The machine is defined by a finite list of states.
- One state is defined as the initial state. When a machine is “started” it automatically enters this state.
- States can define “events” that trigger a transition.
- A transition causes the machine to exit the state and enter another (or the same) state.
- A transition may be conditional, in other words might ask “the world” about things. These are called guards and must be side-effect free.
- A state can define actions upon entering or exiting a state. These are called actions and will typically have side effects."
Comparison of popular Javascript workflow libs downloads in last 6 months:
fsm-iterator vs javascript-state-machine vs machina vs xstate | npm trends
GitHub repos and docs of those libs:
davidkpiano/xstate: State machines and statecharts for the modern web.
Super quick start | XState Docs
XState Version 4 Released 🚀 – David Khourshid – Medium
Robust React User Interfaces with Finite State Machines | CSS-Tricks
Responsive web design tool, CMS, and hosting platform | Webflow
jakesgordon/javascript-state-machine: A javascript finite state machine library
![matter state machine](https://github.com/jakesgordon/javascript-state-machine/raw/master/examples/matter.png)
ifandelse/machina.js: js ex machina - finite state machines in JavaScript
jfairbank/fsm-iterator: A finite state machine iterator for JavaScript
by jfairbank (Jeremy Fairbank) / Repositories
fschaefer/Stately.js: Stately.js is a JavaScript based finite-state machine (FSM) engine for Node.js and the browser.
Standard data format for representing state machines for the web
Statechart XML from W3C
Related helpful tools and sites:
MicheleBertoli/react-automata: A state machine abstraction for React
"A state machine abstraction for React that provides declarative state management and automatic test generation."
spectrum.chat/statecharts
State Machine: State Explosion - Statecharts
"The main problem that’s stopping widespread usage of state machines is the fact that beyond very simple examples, state machines often end up with a large number of states, a lot of them with identical transitions.
" Statecharts solve this state explosion problem:"
In statecharts, states can be organized hierarchically.
A guard is a sort of pre condition to a transition, in a way it stops a transition from happening if some condition is not true.
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