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Problem Statement

Since multiple types are deprecated for Elasticsearch 6.x, There is no way to create a new index with multiple type other than migration from older version. This creates challenges as below.

  1. New adopters cannot have sunbird in it's current state.
  2. old static mapping update call doesn't work on migrated index with multiple types.

  SB-11532 - Getting issue details... STATUS

Solution Approach

Solution approaches are documented in detail here. This document will concentrate on multi index approach. The multi index approach is divided into two parts

  1. Create new indexes with the settings and mappings from old indexes
  2. migration of data of old indexes with each type into separate indexes of single type.
  3. Code changes to point to different indexes in different flows

Problem Statement

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

get index setting
Request
GET /{indexName}/_settings

Response

{
  "searchindex" : {
    "settings" : {
      "index" : {
        "number_of_shards" : "5",
        "provided_name" : "searchindex",
        "creation_date" : "1540294977064",
        "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"
            }
          }
        },
        "number_of_replicas" : "1",
        "uuid" : "HtjuANPTQH6Q3s4T9wTG3Q",
        "version" : {
          "created" : "5010199",
          "upgraded" : "6030099"
        }
      }
    }
  }
}

example 

curl -X GET http://11.2.3.58:9200/searchindex/_settings

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.

get mapping of the index type

get index type mapping
Request
GET /{indexName}/_mapping/{type}

Response

{"searchindex":{"mappings":{"user":{"_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

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",
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                                        "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"
                    ],
                    "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
                        },
                        "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
                        },
                        "createdTS": {
                            "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
                        },
                        "createdTs": {
                            "type": "date",
                            "fields": {
                                "raw": {
                                    "type": "date"
                                }
                            }
                        },
                        "createdts": {
                            "type": "date",
                            "fields": {
                                "raw": {
                                    "type": "date"
                                }
                            }
                        },
                        "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
                        },
                        "issuerId": {
                            "type": "text",
                            "fields": {
                                "raw": {
                                    "type": "text",
                                    "analyzer": "keylower",
                                    "fielddata": true
                                }
                            },
                            "copy_to": [
                                "all_fields"
                            ],
                            "analyzer": "cs_index_analyzer",
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                    "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
                        }
                    }
                }
            }
        }
    }
}'

creating indexes through cURL commands

Elasticsearch mapping update job steps
cd sunbird-utils/elasticsearch-util/src/main/resources/indices

curl -X PUT http://{es-ip}:{es-port}/user -H 'Content-Type: application/json' -d @user.json
curl -X PUT http://{es-ip}:{es-port}/org -H 'Content-Type: application/json' -d @org.json
curl -X PUT http://{es-ip}:{es-port}/location -H 'Content-Type: application/json' -d @location.json
curl -X PUT http://{es-ip}:{es-port}/usernotes -H 'Content-Type: application/json' -d @usernotes.json
curl -X PUT http://{es-ip}:{es-port}/badgeassociations -H 'Content-Type: application/json' -d @badgeassociations.json
curl -X PUT http://{es-ip}:{es-port}/cbatch -H 'Content-Type: application/json' -d @cbatch.json

curl -X PUT http://{es-ip}:{es-port}/cbatchstats -H 'Content-Type: application/json' -d @cbatchstats.json
curl -X PUT http://{es-ip}:{es-port}/userprofilevisibility -H 'Content-Type: application/json' -d @userprofilevisibility.json
curl -X PUT http://{es-ip}:{es-port}/usercourses -H 'Content-Type: application/json' -d @usercourses.json
curl -X PUT http://{es-ip}:{es-port}/announcement -H 'Content-Type: application/json' -d @announcement.json
curl -X PUT http://{es-ip}:{es-port}/announcementtype -H 'Content-Type: application/json' -d @announcementtype.json
curl -X PUT http://{es-ip}:{es-port}/metrics -H 'Content-Type: application/json' -d @metrics.json


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

  1. reindex API in elasticsearch
  2. sync functionality in sunbird

pros and cons

approachprosconscomments
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

reindex API
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"
  }
}'

Additional details

The reindex API need to be called for

  • user
  • org
  • usercourses
  • cbatch
  • badgeassociations
  • usernotes
  • userprofilevisibility
  • location


cURL command for reindex data from old index to new


reindex curl command

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"}}'
curl -X POST http://{es-ip}:{es-port}/_reindex -H 'Content-Type: application/json' -d '{"source":{"index":"searchindex","type":"org"},"dest":{"index":"org","type":"_doc"}}'
curl -X POST http://{es-ip}:{es-port}/_reindex -H 'Content-Type: application/json' -d '{"source":{"index":"searchindex","type":"location"},"dest":{"index":"location","type":"_doc"}}'
curl -X POST http://{es-ip}:{es-port}/_reindex -H 'Content-Type: application/json' -d '{"source":{"index":"searchindex","type":"usernotes"},"dest":{"index":"usernotes","type":"_doc"}}'
curl -X POST http://{es-ip}:{es-port}/_reindex -H 'Content-Type: application/json' -d '{"source":{"index":"searchindex","type":"badgeassociations"},"dest":{"index":"badgeassociations","type":"_doc"}}'
curl -X POST http://{es-ip}:{es-port}/_reindex -H 'Content-Type: application/json' -d '{"source":{"index":"searchindex","type":"cbatch"},"dest":{"index":"cbatch","type":"_doc"}}'
curl -X POST http://{es-ip}:{es-port}/_reindex -H 'Content-Type: application/json' -d '{"source":{"index":"searchindex","type":"userprofilevisibility"},"dest":{"index":"userprofilevisibility","type":"_doc"}}'
curl -X POST http://{es-ip}:{es-port}/_reindex -H 'Content-Type: application/json' -d '{"source":{"index":"searchindex","type":"usercourses"},"dest":{"index":"usercourses","type":"_doc"}}'
curl -X POST http://{es-ip}:{es-port}/_reindex -H 'Content-Type: application/json' -d '{"source":{"index":"sunbirdplugin","type":"announcement"},"dest":{"index":"announcement","type":"_doc"}}'
curl -X POST http://{es-ip}:{es-port}/_reindex -H 'Content-Type: application/json' -d '{"source":{"index":"sunbirdplugin","type":"announcementtype"},"dest":{"index":"announcementtype","type":"_doc"}}'
curl -X POST http://{es-ip}:{es-port}/_reindex -H 'Content-Type: application/json' -d '{"source":{"index":"sunbirdplugin","type":"metrics"},"dest":{"index":"metrics","type":"_doc"}}'



Open Questions

  1. 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)
  2. 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.
  3. 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.



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