Created
July 2, 2020 19:00
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Convert csv data to elasticsearch
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| input { | |
| file { | |
| path => "file_name.csv" | |
| start_position => "beginning" | |
| sincedb_path => "/tmp/mysincedbfile" | |
| } | |
| } | |
| filter { | |
| csv { | |
| separator => "," | |
| columns => ["document_id", "type", "index", "product_id", "image", "alternate_name", | |
| "name_suggest", "brand_suggest","name_autocomplete","brand_autocomplete", | |
| "created_at","product_size_id","ean_code","weight","price","is_deleted","deleted_at","product_update_on", | |
| "product_update_status", | |
| "in_stock","description","category_id","category_name","category_image","sub_category_id", | |
| "sub_category_name","sub_category_image","sub_category_is_selected","sub_category_created_at", | |
| "sub_category_updated_at","brand_id","brand_name","brand_image","brand_is_selected", | |
| "brand_created_at","brand_updated_at"] | |
| } | |
| mutate { | |
| convert => {"product_id" => "integer" | |
| "document_id" => "integer" | |
| "price" => "float" | |
| "weight" => "float" | |
| "product_size_id" => "integer" | |
| "in_stock" => "boolean" | |
| "is_deleted" => "boolean" | |
| "product_update_status" => "integer" | |
| "brand_is_selected" => "boolean" | |
| "brand_id" => "integer" | |
| "category_id" => "integer" | |
| "sub_category_id" => "integer" | |
| "sub_category_is_selected" => "boolean" | |
| "ean_code" => "string" | |
| #"uom" => "keyword" | |
| } | |
| } | |
| mutate{ | |
| gsub => [ "index", "development_shop_inventory_", ""] | |
| } | |
| mutate{ | |
| remove_field => ["message","host", "version", "type", "path" , "document_id"] | |
| } | |
| date { | |
| match => ["created_at", "yyyy-MM-dd'T'HH:mm:ss.SSS+05:30"] | |
| target => "created_at" | |
| } | |
| date { | |
| match => ["deleted_at", "yyyy-MM-dd'T'HH:mm:ss.SSS+05:30"] | |
| target => "deleted_at" | |
| } | |
| date { | |
| match => ["brand_created_at", "yyyy-MM-dd'T'HH:mm:ss.SSS+05:30"] | |
| target => "brand_created_at" | |
| } | |
| date { | |
| match => ["sub_category_created_at", "yyyy-MM-dd'T'HH:mm:ss.SSS+05:30"] | |
| target => "sub_category_created_at" | |
| } | |
| date { | |
| match => ["sub_category_updated_at", "yyyy-MM-dd'T'HH:mm:ss.SSS+05:30"] | |
| target => "sub_category_updated_at" | |
| } | |
| date { | |
| match => ["brand_updated_at", "yyyy-MM-dd'T'HH:mm:ss.SSS+05:30"] | |
| target => "brand_updated_at" | |
| } | |
| date { | |
| match => ["product_update_on", "yyyy-MM-dd'T'HH:mm:ss.SSS+05:30"] | |
| target => "product_update_on" | |
| } | |
| mutate { | |
| rename => { | |
| "index" => "shop_id" | |
| "category_id" => "[category][id]" | |
| "category_name" => "[category][name]" | |
| "category_image" => "[category][image]" | |
| "sub_category_id" => "[sub_category][id]" | |
| "sub_category_name" => "[sub_category][name]" | |
| "sub_category_image" => "[sub_category][image]" | |
| "sub_category_is_selected" => "[sub_category][is_selected]" | |
| "sub_category_created_at" => "[sub_category][created_at]" | |
| "sub_category_updated_at" => "[sub_category][updated_at]" | |
| "brand_id" => "[brand][id]" | |
| "brand_name" => "[brand][name]" | |
| "brand_image" => "[brand][image]" | |
| "brand_is_selected" => "[brand][is_selected]" | |
| "brand_created_at" => "[brand][created_at]" | |
| "brand_updated_at" => "[brand][updated_at]" | |
| } | |
| } | |
| } | |
| output { | |
| elasticsearch { | |
| hosts => "http://localhost:9200" | |
| index => "development_shop_inventory101" | |
| document_id => "%{shop_id}_%{product_size_id}" | |
| document_type => "new_shop_inventory" | |
| } | |
| # stdout {} | |
| stdout { codec => rubydebug } | |
| } |
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