...
Purpose :
- Design the experiment definition metadata schema
- Data product design to populate experiment data for the experiments
Design Flow :
Experiment Definition Schema:
| Field | type | Description | |
|---|---|---|---|
| 1 | experiment_id | String | unique id for experiment |
| 2 | experiment_name | String | name of the experiment |
| 3 | channelclient | String | experiment channel(portal/app/Desktop) |
| 4 | start_date | Timestamp | start date of the experiment |
| 5 | end_date | Timestamp | end date of the experiment |
| 6 | user_count | Long | no of users mapped to the experiment |
| 7 | device_count | Long | no of devices mapped to the experiment |
| 8 | experiment_mapped | Boolean | flag to check if the experiment is already mapped |
| 9 | udpated_on | Timestamp | last udpated by the experiement data product |
Experiment Data Product :
...
| Code Block | ||||||||
|---|---|---|---|---|---|---|---|---|
| ||||||||
{
"experiments": [
{
"exp_id": {
"criteria": {
"type": "user",
"channel": "app/portal/desktop",
"request": {
"filters": {
"organisations.orgName": [
"sunbird"
],
"framework.board": [
"CBSE"
]
}
}
}
}
},
{
"exp_id": {
"criteria": {
"type": "user",
"channel": "app/portal/desktop",
"request": {
"filters": {
"emailVerified": true
}
}
}
}
}
]
} |
Note : Currently all the filters are included as "AND" condition
Device Criteria Config
| Code Block | ||||||||
|---|---|---|---|---|---|---|---|---|
| ||||||||
{
"exp_id": {
"criteria": {
"type": "device",
"channel": "app/portal/desktop",
"request": {
"filters": [
{
"name": "state",
"operator": "IN",
"value": [
"Karnataka"
]
},
{
"name": "first_access",
"operator": "GT",
"value": "2019-07-17"
}
]
}
}
}
} |
Outputs
...
Output : User experiment mapping index to elastic search
| Code Block | |||||
|---|---|---|---|---|---|
|
...
| |
User Experiment :
{
"name" : "USER_ORG",
"expType" : "user",
"lastUpdatedOn" : "2019-07-30T00:00:00",
"endDate" : "2019-07-28T00:00:00",
"url" : null,
"deviceIdMod" : 0,
"key" : "2392438420",
"id" : "A1234",
"userIdMod" : 0,
"userId" : "d5fd92df-2683-4357-8620-45bc0683f38c",
"platform" : "portal",
"deviceId" : null,
"startDate" : "2019-07-25T00:00:00"
}
Device Experiment :
{
"name" : "DEVICE_LOCATION",
"expType" : "device",
"lastUpdatedOn" : "2019-07-30T00:00:00",
"endDate" : "2019-08-30T00:00:00",
"url" : null,
"deviceIdMod" : 0,
"key" : "4584583045489",
"id" : "B1534",
"userIdMod" : 0,
"userId" : null,
"platform" : "app",
"deviceId" : "3f3da025f07f2d6e4ead9042710b8b78",
"startDate" : "2019-07-29T00:00:00"
}
|