...
- Create new indexes with the settings and mappings from old indexes
- migration of data of old indexes with each type into separate indexes of single type.
- Code changes to point to different indexes in different flows
...
How to create new index with the setting and mappings from old indexes?
Solution Approach
For creating new index with original settings and mappings, first we need to get the settings and mappings of the old indices and then we use that setting and mappings to create new index
get settings of an index
...
With the response we need to prepare the settings for new indexes, copying the analysis and analyzer field and ignoring index specific fields like uuid, provided_name etc.
Once we have the settings prepared we can create index with the settingsget mapping of the index type
| Code Block | ||||||
|---|---|---|---|---|---|---|
| ||||||
Request GET PUT /{indexName}/_mapping/{type} { "settingsResponse {"searchindex":{"mappings": { "indexuser": { "number_of_shards": 5, "number_of_replicas": 1, "analysis": { "filter": { "mynGram": { "token_chars": [ "letter", "digit", "whitespace", "punctuation", "symbol" ], "min_gram": "1", "type": "ngram", "max_gram": "20" } }, "analyzer": { "cs_index_analyzer": { "filter": [ "lowercase", "mynGram" ], "type": "custom", "tokenizer": "standard" }, "keylower": { "filter": "lowercase", "type": "custom", "tokenizer": "keyword" }, "cs_search_analyzer": { "filter": [ "lowercase", "standard" ], "type": "custom", "tokenizer": "standard" } } } } } } Response { "acknowledged": true, "shards_acknowledged": true, "index": "content" } example curl -X PUT \ http://localhost:9200/content \ -H 'Content-Type: application/json' \ -H 'cache-control: no-cache' \ -d '{ "settings": { "index": { "number_of_shards": 5, "number_of_replicas": 1, "analysis": { "filter": { "mynGram": { "token_chars": [ "letter", "digit", "whitespace", "punctuation", "symbol" ], "min_gram": "1", "type": "ngram", "max_gram": "20" } }, "analyzer": { "cs_index_analyzer": { "filter": [ "lowercase", "mynGram" ], "type": "custom", "tokenizer": "standard" }, "keylower": { "filter": "lowercase", "type": "custom", "tokenizer": "keyword" }, "cs_search_analyzer": { "filter": [ "lowercase", "standard" ], "type": "custom", "tokenizer": "standard" } } } } } }' |
Problem Statement
How to migrate old index data with multiple types data to new indexes with single type
Solution Approach
The old data can be migrated to new indexes with
- reindex API in elasticsearch
- sync functionality in sunbird
pros and cons
...
can apply settings like size, throttling etc.
no involvement of sunbird application
...
Problem Statement
How can we use reindex API to migrate data?
Solution Approach
POST /_reindex call can be made with proper arguments
| Code Block | ||||||
|---|---|---|---|---|---|---|
| ||||||
Request
POST /_reindex
{
"source": {
"index": "{oldIndexName}",
"type": "{type}"
},
"dest": {
"index": "{newIndexName}",
"type" : "_doc"
}
}
Response
{
"took": 632,
"timed_out": false,
"total": 114,
"updated": 0,
"created": 114,
"deleted": 0,
"batches": 1,
"version_conflicts": 0,
"noops": 0,
"retries": {
"bulk": 0,
"search": 0
},
"throttled_millis": 0,
"requests_per_second": -1,
"throttled_until_millis": 0,
"failures": []
}
example
curl -X POST \
http://localhost:9200/_reindex \
-H 'Content-Type: application/json' \
-H 'cache-control: no-cache' \
-d '{
"source": {
"index": "searchindex",
"type": "org"
},
"dest": {
"index": "org",
"type" : "_doc"
}
}' |
The reindex API need to be called for
...
_all":{"enabled":true},"dynamic_templates":[{"longs":{"match_mapping_type":"long","mapping":{"fields":{"raw":{"type":"long"}},"type":"long"}}},{"booleans":{"match_mapping_type":"boolean","mapping":{"fields":{"raw":{"type":"boolean"}},"type":"boolean"}}},{"doubles":{"match_mapping_type":"double","mapping":{"fields":{"raw":{"type":"double"}},"type":"double"}}},{"dates":{"match_mapping_type":"date","mapping":{"fields":{"raw":{"type":"date"}},"type":"date"}}},{"strings":{"match_mapping_type":"string","mapping":{"analyzer":"cs_index_analyzer","copy_to":"all_fields","fielddata":true,"fields":{"raw":{"type":"text","fielddata":true,"analyzer":"keylower"}},"search_analyzer":"cs_search_analyzer","type":"text"}}}],"properties":{"all_fields":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower"}},"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer"},"channel":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"completeness":{"type":"long","fields":{"raw":{"type":"long"}}},"countryCode":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"createdBy":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"createdDate":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"dob":{"type":"date","fields":{"raw":{"type":"date"}}},"email":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"emailVerified":{"type":"boolean","fields":{"raw":{"type":"boolean"}}},"encEmail":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"encPhone":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"firstName":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"framework":{"type":"object"},"gender":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"id":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"identifier":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"isDeleted":{"type":"boolean","fields":{"raw":{"type":"boolean"}}},"language":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"lastName":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"loginId":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"maskedEmail":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"missingFields":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"organisations":{"properties":{"approvalDate":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"approvaldate":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"hashTagId":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"id":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"isApproved":{"type":"boolean","fields":{"raw":{"type":"boolean"}}},"isDeleted":{"type":"boolean","fields":{"raw":{"type":"boolean"}}},"isRejected":{"type":"boolean","fields":{"raw":{"type":"boolean"}}},"orgJoinDate":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"orgName":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"organisationId":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"orgjoindate":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"roles":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"updatedDate":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"userId":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true}}},"phone":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"phoneVerified":{"type":"boolean","fields":{"raw":{"type":"boolean"}}},"phoneverified":{"type":"boolean","fields":{"raw":{"type":"boolean"}}},"profileVisibility":{"properties":{"address":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"firstName":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"gender":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"location":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true}}},"roles":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"rootOrgId":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"rootOrgName":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"skills":{"properties":{"createdBy":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"createdOn":{"type":"date","fields":{"raw":{"type":"date"}}},"endorsementCount":{"type":"long","fields":{"raw":{"type":"long"}}},"endorsersList":{"properties":{"endorseDate":{"type":"date","fields":{"raw":{"type":"date"}}},"userId":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true}}},"id":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"lastUpdatedBy":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"lastUpdatedOn":{"type":"date","fields":{"raw":{"type":"date"}}},"skillName":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"skillNameToLowercase":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"userId":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true}}},"status":{"type":"long","fields":{"raw":{"type":"long"}}},"updatedBy":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"updatedDate":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"userId":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"userName":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true},"userType":{"type":"text","fields":{"raw":{"type":"text","analyzer":"keylower","fielddata":true}},"copy_to":["all_fields"],"analyzer":"cs_index_analyzer","search_analyzer":"cs_search_analyzer","fielddata":true}}}}}}
example
curl -X GET \
http://localhost:9200/searchindex/_mapping/user \
-H 'cache-control: no-cache
|
to prepare the mapping as input to create index we need to
- copy the inner json of the index starting from mapping as root
- change the original type name to _doc as per 6.x convention
- Enabling [_all] is disabled in 6.0. hence we need to remove that configuration ("_all":{"enabled":true})
- for searchindex the mapping type needs to be static, hence dynamic field should be set to false and dynamic_template field should be removed.
Once we have the settings and mappings prepared we can create index with the settings
| Code Block | ||||||
|---|---|---|---|---|---|---|
| ||||||
Request
PUT /{indexName}
{
"settings": {
"index": {
"number_of_shards": "5",
"number_of_replicas": "1",
"analysis": {
"filter": {
"mynGram": {
"token_chars": [
"letter",
"digit",
"whitespace",
"punctuation",
"symbol"
],
"min_gram": "1",
"type": "ngram",
"max_gram": "20"
}
},
"analyzer": {
"cs_index_analyzer": {
"filter": [
"lowercase",
"mynGram"
],
"type": "custom",
"tokenizer": "standard"
},
"keylower": {
"filter": "lowercase",
"type": "custom",
"tokenizer": "keyword"
},
"cs_search_analyzer": {
"filter": [
"lowercase",
"standard"
],
"type": "custom",
"tokenizer": "standard"
}
}
}
}
},
"mappings": {
"_doc": {
"dynamic":false,
"properties": {
"activeStatus": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"address": {
"properties": {
"addType": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"addressLine1": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"addressLine2": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"city": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"country": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"createdBy": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"createdDate": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"id": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"state": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"updatedBy": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"updatedDate": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"userId": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"zipcode": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
}
}
},
"all_fields": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower"
}
},
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer"
},
"appointmentType": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"authenticationStatus": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"avatar": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"badgeAssertions": {
"properties": {
"assertionId": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"assertionid": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"badgeClassImage": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"badgeClassName": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"badgeId": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"badgeclassimage": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"badgeclassname": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
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"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
}
}
},
"twitter": {
"properties": {
"url": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
}
}
}
}
},
"subject": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"subjects": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"test": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"userId": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"userName": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"userSkills": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"webPages": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
}
}
},
"provider": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"regOrgId": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"registryId": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"roles": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"rootOrgId": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"rootOrgName": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"schoolCode": {
"type": "double",
"fields": {
"raw": {
"type": "double"
}
}
},
"schoolJoiningDate": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"serviceJoiningDate": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"skills": {
"properties": {
"addedAt": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"addedBy": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"createdBy": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"createdOn": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"endorsementCount": {
"type": "long",
"fields": {
"raw": {
"type": "long"
}
}
},
"endorsementcount": {
"type": "long",
"fields": {
"raw": {
"type": "long"
}
}
},
"endorsers": {
"properties": {
"0283452c-a607-4184-9806-1fac2f16d5b9": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"39d460e8-80ef-4045-8fe0-de4a78e78bc4": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"3d45fbd8-b911-4cc5-b503-61215902d780": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"48a2fbc6-df85-4a41-8e68-7057986aee5a": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"62354c16-29c7-419c-8d30-a30491bef7c3": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"7526ab9d-e8a6-478b-83e2-6ff1296c302e": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"9645e749-39f0-4b73-993d-09e633eeea1d": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"a1355233-6b82-4660-86f5-73b95c03aec9": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"a3d4151b-4d3e-4068-8950-d5b27b10487e": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"b2fff05d-dfc9-497c-840e-5675a2b78e57": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"be7efb23-6af9-4d92-82b3-a4d78fcfa2f6": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"c9f23b5f-cd4c-42db-9a24-1f3ebc60dc9a": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"d5efd1ab-3cad-4034-8143-32c480f5cc9e": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
}
}
},
"endorsersList": {
"properties": {
"endorseDate": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"userId": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
}
}
},
"id": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"lastUpdatedBy": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"lastUpdatedOn": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"skillName": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"skillNameToLowercase": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"userId": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
}
}
},
"status": {
"type": "long",
"fields": {
"raw": {
"type": "long"
}
}
},
"subject": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"teacherInBRC": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"teacherInCRC": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"teacherSchoolBoardAffiliation": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"teacherStatus": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"teacherType": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"tncAcceptedOn": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"tncAcceptedVersion": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"trainingsCompleted": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"updatedBy": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"updatedDate": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"userId": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"userName": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"userType": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"vernacularLanguageStudied": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"webPages": {
"properties": {
"type": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"url": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
}
}
}
}
}
}
}
Response
{
"acknowledged": true,
"shards_acknowledged": true,
"index": "content"
}
example
curl -X PUT \
http://localhost:9200/user \
-H 'Content-Type: application/json' \
-H 'cache-control: no-cache' \
-d '{
"settings": {
"index": {
"number_of_shards": "5",
"number_of_replicas": "1",
"analysis": {
"filter": {
"mynGram": {
"token_chars": [
"letter",
"digit",
"whitespace",
"punctuation",
"symbol"
],
"min_gram": "1",
"type": "ngram",
"max_gram": "20"
}
},
"analyzer": {
"cs_index_analyzer": {
"filter": [
"lowercase",
"mynGram"
],
"type": "custom",
"tokenizer": "standard"
},
"keylower": {
"filter": "lowercase",
"type": "custom",
"tokenizer": "keyword"
},
"cs_search_analyzer": {
"filter": [
"lowercase",
"standard"
],
"type": "custom",
"tokenizer": "standard"
}
}
}
}
},
"mappings": {
"_doc": {
"dynamic":false,
"properties": {
"activeStatus": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"address": {
"properties": {
"addType": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"addressLine1": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"addressLine2": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"city": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"country": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"createdBy": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"createdDate": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"id": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"state": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"updatedBy": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"updatedDate": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"userId": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"zipcode": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
}
}
},
"all_fields": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower"
}
},
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer"
},
"appointmentType": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
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},
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}
}
},
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}
}'
|
creating indexes through cURL commands
| Insert excerpt | ||||
|---|---|---|---|---|
|
Problem Statement
How to migrate old index data with multiple types data to new indexes with single type
Solution Approach
The old data can be migrated to new indexes with
- reindex API in elasticsearch
- sync functionality in sunbird
pros and cons
| approach | pros | cons | comments |
|---|---|---|---|
| reindex API | can apply settings like size, throttling etc. no involvement of sunbird application | ||
| sync flow | need to modify to include support for all types |
Problem Statement
How can we use reindex API to migrate data?
Solution Approach
POST /_reindex call can be made with proper arguments
| Code Block | ||||||
|---|---|---|---|---|---|---|
| ||||||
Request
POST /_reindex
{
"source": {
"index": "{oldIndexName}",
"type": "{type}"
},
"dest": {
"index": "{newIndexName}",
"type" : "_doc"
}
}
Response
{
"took": 632,
"timed_out": false,
"total": 114,
"updated": 0,
"created": 114,
"deleted": 0,
"batches": 1,
"version_conflicts": 0,
"noops": 0,
"retries": {
"bulk": 0,
"search": 0
},
"throttled_millis": 0,
"requests_per_second": -1,
"throttled_until_millis": 0,
"failures": []
}
example
curl -X POST \
http://localhost:9200/_reindex \
-H 'Content-Type: application/json' \
-H 'cache-control: no-cache' \
-d '{
"source": {
"index": "searchindex",
"type": "org"
},
"dest": {
"index": "org",
"type" : "_doc"
}
}' |
The reindex API need to be called for
- user
- org
- usercourses
- cbatch
- badgeassociations
- usernotes
- userprofilevisibility
- location
| Note | ||
|---|---|---|
| ||
Increase the heap memory from 2GB to 4GB in “/etc/elasticsearch/cs-node-1/jvm.options” before calling reindex API |
cURL command for reindex data from old index to new
| Panel | ||||
|---|---|---|---|---|
| ||||
curl -X POST http://{es-ip}:{es-port}/_reindex -H 'Content-Type: application/json' -d '{"source":{"index":"searchindex","type":"user"},"dest":{"index":"user","type":"_doc"}}' |
Open Questions
- sunbirddataaudit index is used to log some of the request auditing in elasticsearch. Is it still needed and supported with new multi index way. (AuditLogActions.java has details of which API being audited currently)
- sunbirdplugin index is used based on the API call, the type is passed into the request. need discussion as how to support it in new multi index format.
- Currently health check url for elasticsearch checks if "searchindex" exists or not, since we are having multiple index for different entity how do we verify health check for elasticsearch? do we just check user index or all indexes or some other way.
...