mishmash io: The Distributed Database for Smart Apps

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

Install dependencies

Store scalars

Store variables as they are

// C# examples coming soon

// Java examples coming soon

// Initialize and connect to mishmash io
var mishmash = new Mishmash();

// Store numbers
mishmash.age_of_universe = 13.8;

// Store strings
mishmash.age_of_universe_unit = "billion years";

// PHP examples coming soon

# Initialize and connect to mishmash io
mishmash = Mishmash()

# Store numbers
mishmash.age_of_universe = 13.8

# Store strings
mishmash.age_of_universe_unit = "billion years"

# Ruby examples coming soon

Store lists

// C# examples coming soon

// Java examples coming soon

// Initialize and connect to mishmash io
var mishmash = new Mishmash();

// Store lists
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8];

// Store objects
mishmash.users[user_id++] = {
  login: "username",
  password: "******"
};

// PHP examples coming soon

# Initialize and connect to mishmash io
mishmash = Mishmash()

# Store lists
mishmash.fibonacci = [0, 1, 1, 2, 3, 5, 8]

# Store dicts
mishmash.users[user_id+1] = {
  "login": "username",
  "password": "******"
}

# Ruby examples coming soon

Access in your code as if all data is in application memory

// C# examples coming soon

// Java examples coming soon

// Pull some scalars from the database
console.log("Our universe is "
  + mishmash.age_of_universe
  + " "
  + mishmash.age_of_universe_unit
  + " old."
)

// Iterate over lists
for (const [idx, fnum] of mishmash.fibonacci.entries()) {
  console.log("The "
    + (idx + 1)
    + "th Fibonacci number is: "
    + fnum)
}

// PHP examples coming soon

# Pull some scalars from the database
print("Our universe is "
  + mishmash.age_of_universe
  + " "
  + mishmash.age_of_universe_unit
  + " old.")

# Iterate over lists
for idx, fnum in enumerate(mishmash.fibonacci):
  print("The "
    + (idx + 1)
    + "th Fibonacci number is: "
    + fnum)

# Ruby examples coming soon

Behind the scenes mishmash io will relate and distribute your data

// 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

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.

Install dependencies

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

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Get started with your programming language

$ npm install @mishmash-io/mishmash-io-client
Get started with JavaScript

$ 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>

Use with your favorite tools

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

Notebooks included

Explore data and debug algorithms with mishmash io Web console.

Staging and production

Manage data environments from within your CI/CD.

Automation

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

Beyond our database

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 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

Let your data speak for itself

Adopting algorithms is the way to extract value from patterns in data. Leave the guessing to others.

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.

Deep dive

Check out how mishmash io speeds up complex Machine Learning algorithms, by combining sophisticated code analysis and deep understanding of input data.

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.

Docs

Learn everything about mishmash io

Start with the 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

Put all your data in
Database model equals application model
Stir for 200 milliseconds
Query with an entire algorithm
Real-time analytics with mishmash io
Big Data, Disparate sets, Real-time Analytics. All in one database.

mishmash io

Schema-less

No query language

Why mishmash io?

Opaque

Distributed by design

Setup your environment

Setup your environment

Develop with mishmash io

Notebooks included

Staging and production

Automation

Beyond our database

Get mishmash io

Setup your environment

Let your data speak for itself

Develop data-driven algorithms

Deep dive

Put all your data in

Stir for 200 milliseconds

Real-time analytics with mishmash io