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APIs

Basic workflow​

In order to run an experimentation you have to do the following actions

  • create an experiment with variant
  • when a user interact with your application
    • mark variant displayed for the user
    • mark variant won for the user if the variant is a success

Data model​

An experiment has the following structure :

{
  "id": "izanami:example:button",
  "name": "My experiment",
  "description": "The description ...",
  "enabled": true,
  "variants": [
    {
      "id": "A",
      "name": "Variant A",
      "description": "Variant A is about ...",
      "traffic": 0.5
    },
    {
      "id": "B",
      "name": "Variant B",
      "description": "Variant B is about ...",
      "traffic": 0.5
    }
  ]
}

Basic CRUD operations​

List all​

The query params are optional and the value used in this example are the default one.

curl -X GET \
  'http://localhost:9000/api/experiments?pattern=*&page=1&pageSize=15' \
  -H 'Content-Type: application/json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' | jq

Will respond with a 200 status code:

{
  "results": [
    {
      "id": "izanami:example:button",
      "name": "My First experiment",
      "description": "See what people like the most about ...",
      "enabled": true,
      "variants": [
        {
          "id": "A",
          "name": "Variant A",
          "description": "Variant A is about ...",
          "traffic": 0.5,
          "currentPopulation": 3
        },
        {
          "id": "B",
          "name": "Variant B",
          "description": "Variant B is about ...",
          "traffic": 0.5,
          "currentPopulation": 3
        }
      ]
    }
  ],
  "metadata": {
    "page": 1,
    "pageSize": 15,
    "count": 1,
    "nbPages": 1
  }
}

Create an experiment​

curl -X POST \
  'http://localhost:9000/api/experiments' \
  -H 'Content-Type: application/json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' \
  -d '
    {
      "id": "izanami:test:button:color",
      "name": "Red button or Blue Button",
      "description": "Which button is the best ...",
      "enabled": true,
      "variants": [
        {
          "id": "A",
          "name": "Red button",
          "description": "Variant A is the red button",
          "traffic": 0.5
        },
        {
          "id": "B",
          "name": "Variant B",
          "description": "Variant B is the blue button",
          "traffic": 0.5
        }
      ]
    }
  ' | jq

Will respond with a 201 status code:

{
  "id": "izanami:test:button:color",
  "name": "Red button or Blue Button",
  "description": "Which button is the best ...",
  "enabled": true,
  "variants": [
    {
      "id": "A",
      "name": "Red button",
      "description": "Variant A is the red button",
      "traffic": 0.5
    },
    {
      "id": "B",
      "name": "Variant B",
      "description": "Variant B is the blue button",
      "traffic": 0.5
    }
  ]
}

Get an experiment​

curl -X GET \
  'http://localhost:9000/api/experiments/izanami:test:button:color' \
  -H 'Content-Type: application/json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' \
  | jq

Will respond with a 200 status code:

{
  "id": "izanami:test:button:color",
  "name": "Red button or Blue Button",
  "description": "Which button is the best ...",
  "enabled": true,
  "variants": [
    {
      "id": "A",
      "name": "Red button",
      "description": "Variant A is the red button",
      "traffic": 0.5
    },
    {
      "id": "B",
      "name": "Variant B",
      "description": "Variant B is the blue button",
      "traffic": 0.5
    }
  ]
}

Update an experiment​

curl -X PUT \
  'http://localhost:9000/api/experiments/izanami:test:button:color' \
  -H 'Content-Type: application/json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' \
  -d '
      {
        "id": "izanami:test:button:color",
        "name": "Red button or Blue Button",
        "description": "Which button is the better ...",
        "enabled": true,
        "variants": [
          {
            "id": "A",
            "name": "Red button",
            "description": "Variant A is the red button",
            "traffic": 0.5
          },
          {
            "id": "B",
            "name": "Variant B",
            "description": "Variant B is the blue button",
            "traffic": 0.5
          }
        ]
      }
    ' | jq

Will respond with a 200 status code:

{
  "id": "izanami:test:button:color",
  "name": "Red button or Blue Button",
  "description": "Which button is the better ...",
  "enabled": true,
  "variants": [
    {
      "id": "A",
      "name": "Red button",
      "description": "Variant A is the red button",
      "traffic": 0.5
    },
    {
      "id": "B",
      "name": "Variant B",
      "description": "Variant B is the blue button",
      "traffic": 0.5
    }
  ]
}

Patch an experiment​

Partial updates can be done using json patch :

curl -X PATCH \
  'http://localhost:9000/api/experiments/izanami:test:button:color' \
  -H 'Content-Type: application/json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' \
  -d '[{"op": "replace", "path": "/name", "value": "Orange button or Blue button"}, {"op": "replace", "path": "/variants/0/name", "value": "Orange button"}]' | jq

Will respond with a 200 status code:

{
  "id": "izanami:test:button:color",
  "name": "Orange button or Blue button",
  "description": "Which button is the best ...",
  "enabled": true,
  "variants": [
    {
      "id": "A",
      "name": "Orange button",
      "description": "Variant A is the red button",
      "traffic": 0.5
    },
    {
      "id": "B",
      "name": "Variant B",
      "description": "Variant B is the blue button",
      "traffic": 0.5
    }
  ]
}

Delete an experiment​

curl -X DELETE \
  'http://localhost:9000/api/experiments/izanami:test:button:color' \
  -H 'Content-Type: application/json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' \
  | jq

Will respond with a 200 status code:

{
  "id": "izanami:test:button:color",
  "name": "Red button or Blue Button",
  "description": "Which button is the better ...",
  "enabled": true,
  "variants": [
    {
      "id": "A",
      "name": "Red button",
      "description": "Variant A is the red button",
      "traffic": 0.5
    },
    {
      "id": "B",
      "name": "Variant B",
      "description": "Variant B is the blue button",
      "traffic": 0.5
    }
  ]
}

Operations on Variants​

A variant is associated to an end user. To get the variant to display you have to provide a "clientId".

Mark variant as displayed​

The mark variant as displayed operation will generate an event of type VariantDisplayedEvent. It will also bind a variant to a user if it'as called for the first time.

curl -X POST \
  'http://localhost:9000/api/experiments/izanami:test:button:color/displayed?clientId=ragnar.lodbrock@gmail.com' \
  -H 'Content-Type: application/json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' | jq

Will respond with a 200 status code:

{
  "id": "izanami:test:button:color:A:ragnar.lodbrock@gmail.com:displayed:940975692945817657",
  "experimentId": "izanami:test:button:color",
  "clientId": "ragnar.lodbrock@gmail.com",
  "variant": {
    "id": "A",
    "name": "Red button",
    "description": "Variant A is the red button",
    "traffic": 0.5,
    "currentPopulation": 1
  },
  "date": "2017-12-13T17:04:22.338",
  "transformation": 0,
  "variantId": "A",
  "@type": "VariantDisplayedEvent"
}

The following end point return the variant associated to a user :

curl -X GET \
  'http://localhost:9000/api/experiments/izanami:test:button:color/variant?clientId=ragnar.lodbrock@gmail.com' \
  -H 'Content-Type: application/json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' \
  | jq

A response with a 200 status code is returned if the variant was marked as displayed at least once. A 404 status code is return if not :

{
  "id": "A",
  "name": "Red button",
  "description": "Variant A is the red button",
  "traffic": 0.5,
  "currentPopulation": 1
}

Mark variant as won​

The mark variant as won operation will generate an event of type VariantWonEvent. This action should be call if the corresponding user "validate" the variant displayed.

curl -X POST \
  'http://localhost:9000/api/experiments/izanami:test:button:color/won?clientId=ragnar.lodbrock@gmail.com' \
  -H 'Content-Type: application/json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' | jq

Will respond with a 200 status code:

{
  "id": "izanami:test:button:color:A:ragnar.lodbrock@gmail.com:won:940978218122346556",
  "experimentId": "izanami:test:button:color",
  "clientId": "ragnar.lodbrock@gmail.com",
  "variant": {
    "id": "A",
    "name": "Red button",
    "description": "Variant A is the red button",
    "traffic": 0.5,
    "currentPopulation": 1
  },
  "date": "2017-12-13T17:14:24.387",
  "transformation": 100,
  "variantId": "A",
  "@type": "VariantWonEvent"
}

The tree API​

The tree api will return a set of experiment as a tree form based on a pattern. If the binding between a user and a variant is not done, the association will be done but no event will be generated.

curl -X GET \
  'http://localhost:9000/api/tree/experiments?pattern=izanami:test:*&clientId=ragnar.lodbrock@gmail.com' \
  -H 'Content-Type: application/json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' \
  | jq

Will respond with a 200 status code:

{
  "izanami": {
    "test": {
      "button": {
        "color": {
          "variant": "A"
        }
      }
    }
  }
}

Download and Upload​

Download and upload is done using the nd-json format.

Download experiments​

curl -X GET \
  'http://localhost:9000/api/experiments.ndjson' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' | jq

Will return each item separated by a \n.

{
  "id": "izanami:example:button",
  "name": "My First experiment",
  "description": "See what people like the most about ...",
  "enabled": true,
  "variants": [
    {
      "id": "A",
      "name": "Variant A",
      "description": "Variant A is about ...",
      "traffic": 0.5,
      "currentPopulation": 3
    },
    {
      "id": "B",
      "name": "Variant B",
      "description": "Variant B is about ...",
      "traffic": 0.5,
      "currentPopulation": 3
    }
  ]
}
{
  "id": "izanami:test:button:color",
  "name": "Red button or Blue Button",
  "description": "Which button is the best ...",
  "enabled": true,
  "variants": [
    {
      "id": "A",
      "name": "Red button",
      "description": "Variant A is the red button",
      "traffic": 0.5,
      "currentPopulation": 1
    },
    {
      "id": "B",
      "name": "Variant B",
      "description": "Variant B is the blue button",
      "traffic": 0.5
    }
  ]
}

Upload experiments​

curl -X POST \
  'http://localhost:9000/api/experiments.ndjson' \
  -H 'Content-Type: application/nd-json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' \
  -d '...' \
   | jq

Will return

{
  "success": 2,
  "errors": {
    "errors": [],
    "fieldErrors": {}
  }
}

Download bindings​

curl -X GET \
  'http://localhost:9000/api/experiments/bindings.ndjson' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' | jq
{
  "variantBindingKey": "izanami:example:button:adelegue@yopmail.com",
  "variantId": "A"
}
{
  "variantBindingKey": "izanami:example:button:ragnar.lodbrock@gmail.com",
  "variantId": "B"
}

Upload bindings​

curl -X POST \
  'http://localhost:9000/api/experiments/bindings.ndjson' \
  -H 'Content-Type: application/nd-json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' \
  -d '...' \
   | jq

Download events​

curl -X GET \
  'http://localhost:9000/api/experiments/events.ndjson' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' | jq
{
  "id": "izanami:example:button:A:adelegue@yopmail.com:displayed:940960339163349002",
  "experimentId": "izanami:example:button",
  "clientId": "adelegue@yopmail.com",
  "variant": {
    "id": "A",
    "name": "Variant A",
    "description": "Variant A is about ...",
    "traffic": 0.5,
    "currentPopulation": 3
  },
  "date": "2017-12-13T16:03:21.711",
  "transformation": 50,
  "variantId": "A",
  "@type": "VariantDisplayedEvent"
}
{
  "id": "izanami:example:button:A:adelegue@yopmail.com:won:940960356812980243",
  "experimentId": "izanami:example:button",
  "clientId": "adelegue@yopmail.com",
  "variant": {
    "id": "A",
    "name": "Variant A",
    "description": "Variant A is about ...",
    "traffic": 0.5,
    "currentPopulation": 3
  },
  "date": "2017-12-13T16:03:25.919",
  "transformation": 100,
  "variantId": "A",
  "@type": "VariantWonEvent"
}

Upload bindings​

curl -X POST \
  'http://localhost:9000/api/experiments/events.ndjson' \
  -H 'Content-Type: application/nd-json' \
  -H 'Izanami-Client-Id: xxxx' \
  -H 'Izanami-Client-Secret: xxxx' \
  -d '...' \
   | jq