Welcome to mishmash io the distributed database

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// C# examples coming soon

// Java examples coming soon

// Init mishmash io
var mishmash = new Mishmash();

// store some data
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8];

// add a user
mishmash.users[id++] = {
  login: "username",
  password: "password"
};

// PHP examples coming soon

# Init mishmash io
mishmash = Mishmash()

# store some data
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8]

# add a user
mishmash.users[uid+1] = {
  "login": "username",
  "password": "password"
}

# Ruby examples coming soon

Revolutionize your development...

Explain why this is the best database in the world blah-blah.

no schema, store as is

No API either, use your programming language

The most advanced featureless database.

Develop without worrying, it will automatically optimize your code.

and massively parallel

Store scalars

// C# examples coming soon

// Java examples coming soon

// Init mishmash io
var mishmash = new Mishmash();

// store some data
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8];

// add a user
mishmash.users[id++] = {
  login: "username",
  password: "password"
};

// PHP examples coming soon

# Init mishmash io
mishmash = Mishmash()

# store some data
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8]

# add a user
mishmash.users[uid+1] = {
  "login": "username",
  "password": "password"
}

# Ruby examples coming soon

Store lists

// C# examples coming soon

// Java examples coming soon

// Init mishmash io
var mishmash = new Mishmash();

// store some data
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8];

// add a user
mishmash.users[id++] = {
  login: "username",
  password: "password"
};

// PHP examples coming soon

# Init mishmash io
mishmash = Mishmash()

# store some data
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8]

# add a user
mishmash.users[uid+1] = {
  "login": "username",
  "password": "password"
}

# Ruby examples coming soon

Access as if data is in application memory

// C# examples coming soon

// Java examples coming soon

// Init mishmash io
var mishmash = new Mishmash();

// store some data
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8];

// add a user
mishmash.users[id++] = {
  login: "username",
  password: "password"
};

// PHP examples coming soon

# Init mishmash io
mishmash = Mishmash()

# store some data
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8]

# add a user
mishmash.users[uid+1] = {
  "login": "username",
  "password": "password"
}

# Ruby examples coming soon

Behind the scenes mishmash io will relate and distribute your data

// C# examples coming soon

// Java examples coming soon

// Init mishmash io
var mishmash = new Mishmash();

// store some data
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8];

// add a user
mishmash.users[id++] = {
  login: "username",
  password: "password"
};

// PHP examples coming soon

# Init mishmash io
mishmash = Mishmash()

# store some data
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8]

# add a user
mishmash.users[uid+1] = {
  "login": "username",
  "password": "password"
}

# Ruby examples coming soon

Query with an algorithm Your choice of programming language Implement an algorithm as part of your application code and give it to mishmash io.

mishmash io will automatically run it in parallel on many cluster nodes to maximize processing speed and efficiency.

See how we use an algorithm to find structure in this smart football comentator example app.

jkl

$ npm install @mishmash-io/mishmash-io-client

$ pip install mishmash-io-client

<dependencies>
  <dependency>
    <groupId>io.mishmash</groupId>
    <artifactId>mishmash-io-client</artifactId>
    <version>1.1.0</version>
  </dependency>
</dependencies>

{
  "require": {
    "mishmash-io/mishmash-io-client": "1.1.*"
  }
}

$ gem install mishmash-io-client

<dependencies>
  <dependency id="mishmash.io.client" version="1.1.0" />
</dependencies>

<dependencies>
  <dependency>
    <groupId>io.mishmash</groupId>
    <artifactId>mishmash-io-client</artifactId>
    <version>1.1.0</version>
  </dependency>
</dependencies>

asdf

Docs

Learn everything about mishmash io

Visit all documentation

INTRODUCTION

For first-time visitors

GUIDES

Getting started guides for supported programming languages

INTERNALS

Database architecture and ...

DEPLOYMENT

How-to's for various cloud and on-prem environments

REFERENCE

Reference manuals

Take a deep pot
Get mishmash io
The most advanced featureless database
Schema-less
no schema, store whatever you like
Discover features
No query language
No API either, use your programming language
Discover features
Opaque
Develop without worrying, it will automatically optimize your code.
Discover features
Distributed by design
and massively parallel
Discover features

Put all your data in

Database model equals application model

Store variables as they are: Scalars, arrays, lists, maps, objects, etc...

Use as you see fit: Access in your code as if all data is in application memory
Behind the scenes: mishmash io will relate and distribute your data

// C# examples coming soon

// Java examples coming soon

// Init mishmash io
var mishmash = new Mishmash();

// store some data
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8];

// add a user
mishmash.users[id++] = {
  login: "username",
  password: "password"
};

// PHP examples coming soon

# Init mishmash io
mishmash = Mishmash()

# store some data
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8]

# add a user
mishmash.users[uid+1] = {
  "login": "username",
  "password": "password"
}

# Ruby examples coming soon

See more examples

Stir for 200 milliseconds

Query with an entire algorithm

Your choice of programming language: Implement an algorithm as part of your application code and give it to mishmash io.

Behind the scenes: mishmash io will automatically run it in parallel on many cluster nodes to maximize processing speed and efficiency.

See how we use an algorithm to find structure in this smart football commentator example app.

// C# examples coming soon

// Java examples coming soon

// Initialize some local variables

teamA = 'Everton';
teamB = 'Huddersfield';

// submit an entire algorithm
res = mishmash.fixtures(function(data) {
  // executed remotely in parallel
  for (f of data) {
    if (f.homeTeam === teamA &&
        f.awayTeam === teamB) {
      // all data is in variables
      // add statements,
      // call functions
      // and more
    }
  }

  return 42;
})

// PHP examples coming soon

# Initialize some local variables

teamA = 'Everton'
teamB = 'Huddersfield'

# submit an entire algorithm
def algorithm(data):
  # executed remotely in parallel
  if data.homeTeam == teamA and data.awayTeam == teamB:
    # all data is in variables
    # add statements, 
    # call functions
    # and more

  return 42

res = mishmash.fixtures(algorithm)

# Ruby examples coming soon

See more examples

Real-time analytics with mishmash io
Big Data, Disparate sets, Real-time Analytics. All in one database.
Let your data speak for itself
Adopting algorithms is the way to extract value from patterns in data. Leave the guessing to others.
Read article
Develop data-driven algorithms
To help you get going, mishmash io follows three guiding principles that make algorithm development easy and accessible, despite increasing data sizes and complexity.
Read article
Deep dive
Check out how mishmash io speeds up complex Machine Learning algorithms, by combining sophisticated code analysis and deep understanding of input data.
Read article
Learn more
Consistency of results and performance is ensured by a group of components. Take a look at the architecture for an overview of how they cooperate.
View architecture

mishmash io is available as a fully-integrated solution on major cloud providers where it can be deployed with complete automation.

On-Premise setups are also supported, as well as free environments to experiment with and learn about mishmash io.

Click on an item below to get mishmash io:

Cloud Integration: Microsoft Azure
Cloud Integration: AWS
Cloud Integration: Google Cloud
On-Premise: Red Hat Linux
Free Playground: Get Started
: See All

Install dependencies

$ npm install @mishmash-io/mishmash-io-client

Get started with JavaScript

$ pip install mishmash-io-client

Get started with Python

<dependencies>
  <dependency>
    <groupId>io.mishmash</groupId>
    <artifactId>mishmash-io-client</artifactId>
    <version>1.1.0</version>
  </dependency>
</dependencies>

Get started with Java

{
  "require": {
    "mishmash-io/mishmash-io-client": "1.1.*"
  }
}

Get started with PHP

$ gem install mishmash-io-client

Get started with Ruby

<dependencies>
  <dependency id="mishmash.io.client" version="1.1.0" />
</dependencies>

Get started with C#

Get started with your programming language

: C#
: Java
: JavaScript
: PHP
: Python
: Ruby

Browse a growing list of integrations to support your Data Science, DevOps, MLOps and other activities

Explore data and debug algorithms with mishmash io Web console.

Manage data environments from within your CI/CD.

Configure and upgrade your mishmash io clusters along with the rest of your infrastructure.

Over time we've built a number of tools to make our own development effort easier. We're now sharing them as open source.

mishmash io

Schema-less

No query language

Why mishmash io?

Opaque

Distributed by design

Setup your environment

Take a deep pot

The most advanced featureless database

Schema-less

No query language

Opaque

Distributed by design

Put all your data in

Stir for 200 milliseconds

Explore patterns

Real-time analytics with mishmash io

Let your data speak for itself

Develop data-driven algorithms

Deep dive

Learn more

Get mishmash io

Setup your environment

Develop with mishmash io

Use with your favorite tools

Notebooks included

Staging and production

Automation

Beyond our database