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Overview :

 Type mapping inside elasticsearch can be dynamic or static. Both mapping has it's own pros and cons. For initial usage dynamic mapping is fine, because we won't have complete knowledge of data model and it's usability. But for production, dynamic mapping upper limit can get consumed very quickly.

Problem statement :

Sunbird currently is using dynamic mapping for elasticsearch indexes., Inside Elastic search default index limit is 1000. So if your index reached 1000 limit , then it won't allow any other key to be indexed.

Sunbird platform has reached this limit, and introduction of new key would throw error.

Solution 1:

       Use of static mapping, where static mapping can be of two type.

  •  Flexible static mapping:  In this case first time we can define all attribute and it's type, and elasticseaerch will do indexing for only those attribute ,which is already defined in mapping, and it will allow user to store other attribute as well without indexing
  • Strict mapping:  In this case first time we can define all attribute and it's type, and elasticseaerch will do indexing for only those attribute ,which is already defined in mapping, and it will throw error if any new attribute is introduced.

Syntax for enabling above strategies:

Flexible static mapping: { "dynamic": false, "properties": { } }

Strict static mapping: { "dynamic": "strict", "properties": { } }

Solution 2:

Use of dynamic mapping and adjust the keep increasing the upper limit as target is reached. 

We can increase limit of index form 1000 to 1500  as follow:

Updated index limit 
Method : PUT
http://localhost:9200/searchindex/settings 
  
 Request body :
 { "index.mapping.totalfields.limit": 1500 }

Curl command to do mapping:

Method : Put  
http://localhost:9200/searchindex/batch/_mapping 
  {
  "dynamic": false,
  "properties": {
    "all_fields": {
      "type": "text",
      "fields": {
        "raw": {
          "type": "text",
          "analyzer": "keylower"
        }
      },
      "analyzer": "cs_index_analyzer",
      "search_analyzer": "cs_search_analyzer"
    },
    "countDecrementDate": {
      "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
    },
    "countDecrementStatus": {
      "type": "boolean",
      "fields": {
        "raw": {
          "type": "boolean"
        }
      }
    },
    "countIncrementDate": {
      "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
    },
    "countIncrementStatus": {
      "type": "boolean",
      "fields": {
        "raw": {
          "type": "boolean"
        }
      }
    },
    "courseCreator": {
      "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
    },
    "courseId": {
      "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
    },
    "batchId": {
      "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
    },
    "createdFor": {
      "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
    },
    "description": {
      "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
    },
    "endDate": {
      "type": "date",
      "fields": {
        "raw": {
          "type": "date"
        }
      }
    },
    "enrollmentType": {
      "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
    },
    "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
    },
    "mentors": {
      "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
    },
    "name": {
      "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
    },
    "startDate": {
      "type": "date",
      "fields": {
        "raw": {
          "type": "date"
        }
      }
    },
    "status": {
      "type": "long",
      "fields": {
        "raw": {
          "type": "long"
        }
      }
    },
    "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
    }
  }
}


Course batch mapping details:

OldNew
{
"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"
},
"countDecrementDate": {
"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
},
"countDecrementStatus": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"countIncrementDate": {
"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
},
"countIncrementStatus": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"courseAdditionalInfo": {
"properties": {
"courseLogoUrl": {
"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
},
"courseName": {
"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
},
"description": {
"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
},
"leafNodesCount": {
"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": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
"all_fields"
],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"tocUrl": {
"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
}
}
},
"courseCreator": {
"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
},
"courseId": {
"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
},
"createdFor": {
"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
},
"description": {
"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
},
"endDate": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"enrollmentType": {
"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
},
"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
},
"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
},
"mentors": {
"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
},
"name": {
"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
},
"participant": {
"properties": {
"006ee23c-4575-4e84-bf12-6b0742fc37c2": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"00809309-b0e7-47c3-9363-4e2e43a37906": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"00a70eea-5b99-4638-af5f-043a941fea21": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"016cd1bf-445f-434e-b28d-c7b5c7f59de7": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"01dbd988-ca3e-448f-aeb7-8e93cefe994d": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"021093d8-9ddc-4fce-825d-353161ec1107": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"044976d2-00d6-4b67-8f24-219098ddd40f": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"04b26947-0995-4d8a-9e37-9a38443b5338": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0525d460-3696-4e87-a5db-d5ff5b095014": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"05cd6783-f70b-4cc2-b920-f0a188c38bba": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"05d7d9e3-c916-4f59-a81c-95ec58f18599": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0731e7dc-1699-4873-b513-750d1944b868": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"081f5324-4090-4916-a968-e3f18b6cd795": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"084e6be5-945e-4e35-8be8-b2344e403f4f": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"08915a50-a8b9-428e-8e26-8c46efe25f5d": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0936cd2f-9343-4581-8d21-66dd5998bd53": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"09b9e982-8633-4023-8843-e636d0cf11e9": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0a32e459-93ac-4825-a7d6-835794c1c184": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0a4e9612-92f8-42b2-a995-a8915d4f6d51": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0ab81e6e-77d6-4eeb-bfe8-a9864d17dfbd": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0ac395d2-0806-4932-9498-b2c2100f1dc4": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0b3794ee-3f0d-4584-b08e-c10ae49dc4dc": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0b65cf79-7624-4c0d-8cde-9d34a28ddf58": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0c383526-2677-46be-8fb0-06d41392d40b": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0c6aefd8-c50a-43e2-8b40-b9c57dd95f3b": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0d5a9409-4b25-4b64-9d1b-b908829448af": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0d7c6d15-749f-4b61-91c7-ace6007e752d": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0d8ee43c-338e-4ab1-b47b-08d444eb282e": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0edd8df6-6829-473a-b8bd-d5d0fc95c643": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0f8afc90-d069-496f-9dd8-04c0ab831ae4": {
"type": "boolean",
"fields": {
"raw": {
"type": "boolean"
}
}
},
"0f8e6b8d-bbc9-4d04-99c1-b97ca8f4780f": {
"type": "boolean",
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},
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}
},
"participants": {
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},
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},
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"countDecrementDate": {
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},
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},
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},
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},
"courseCreator": {
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},
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},
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},
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},
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},
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],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"endDate": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"enrollmentType": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
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],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"hashTagId": {
"type": "text",
"fields": {
"raw": {
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"analyzer": "keylower",
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}
},
"copy_to": [
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],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"id": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
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],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"identifier": {
"type": "text",
"fields": {
"raw": {
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"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
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],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"mentors": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
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],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"name": {
"type": "text",
"fields": {
"raw": {
"type": "text",
"analyzer": "keylower",
"fielddata": true
}
},
"copy_to": [
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],
"analyzer": "cs_index_analyzer",
"search_analyzer": "cs_search_analyzer",
"fielddata": true
},
"startDate": {
"type": "date",
"fields": {
"raw": {
"type": "date"
}
}
},
"status": {
"type": "long",
"fields": {
"raw": {
"type": "long"
}
}
},
"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
}
}
}


Mapping definition storage : 

Mapping definition can be store as follow:

  1.  Storage in cassandra (Example : corresponding each type will store mapping as well)
  2.  Storing in resource file : Create a json file that will have type name and mapping data.




-- New Mapping files

-- Old Mapping files:






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