Elasticsearch.yml
# ======================== Elasticsearch Configuration =========================
#
# NOTE: Elasticsearch comes with reasonable defaults for most settings.
# Before you set out to tweak and tune the configuration, make sure you
# understand what are you trying to accomplish and the consequences.
#
# The primary way of configuring a node is via this file. This template lists
# the most important settings you may want to configure for a production cluster.
#
# Please consult the documentation for further information on configuration options:
# https://www.elastic.co/guide/en/elasticsearch/reference/index.html
#
# ---------------------------------- Cluster -----------------------------------
#
# Use a descriptive name for your cluster:
#
#cluster.name: amir
#
# ------------------------------------ Node ------------------------------------
#
# Use a descriptive name for the node:
#
#node.name: node-1
#
# Add custom attributes to the node:
#
#node.attr.rack: r1
#
# ----------------------------------- Paths ------------------------------------
#
# Path to directory where to store the data (separate multiple locations by comma):
#
path.data: /var/lib/elasticsearch
#
# Path to log files:
#
path.logs: /var/log/elasticsearch
#
# ----------------------------------- Memory -----------------------------------
#
# Lock the memory on startup:
#
#bootstrap.memory_lock: true
#
# Make sure that the heap size is set to about half the memory available
# on the system and that the owner of the process is allowed to use this
# limit.
#
# Elasticsearch performs poorly when the system is swapping the memory.
#
# ---------------------------------- Network -----------------------------------
#
# By default Elasticsearch is only accessible on localhost. Set a different
# address here to expose this node on the network:
#
#network.host: 192.168.0.1
#
# By default Elasticsearch listens for HTTP traffic on the first free port it
# finds starting at 9200. Set a specific HTTP port here:
#
#http.port: 9200
#
# For more information, consult the network module documentation.
#
# --------------------------------- Discovery ----------------------------------
#
# Pass an initial list of hosts to perform discovery when this node is started:
# The default list of hosts is ["127.0.0.1", "[::1]"]
#
#discovery.seed_hosts: ["host1", "host2"]
#
# Bootstrap the cluster using an initial set of master-eligible nodes:
#
#cluster.initial_master_nodes: ["node-1", "node-2"]
#
# For more information, consult the discovery and cluster formation module documentation.
#
# ---------------------------------- Various -----------------------------------
#
# Allow wildcard deletion of indices:
#
#action.destructive_requires_name: false
jvm.options
################################################################
##
## JVM configuration
##
################################################################
##
## WARNING: DO NOT EDIT THIS FILE. If you want to override the
## JVM options in this file, or set any additional options, you
## should create one or more files in the jvm.options.d
## directory containing your adjustments.
##
## See https://www.elastic.co/guide/en/elasticsearch/reference/8.0/jvm-options.html
## for more information.
##
################################################################
################################################################
## IMPORTANT: JVM heap size
################################################################
##
## The heap size is automatically configured by Elasticsearch
## based on the available memory in your system and the roles
## each node is configured to fulfill. If specifying heap is
## required, it should be done through a file in jvm.options.d,
## which should be named with .options suffix, and the min and
## max should be set to the same value. For example, to set the
## heap to 4 GB, create a new file in the jvm.options.d
## directory containing these lines:
##
-Xms512m
-Xmx512m
##
## See https://www.elastic.co/guide/en/elasticsearch/reference/8.0/heap-size.html
## for more information
##
################################################################
################################################################
## Expert settings
################################################################
##
## All settings below here are considered expert settings. Do
## not adjust them unless you understand what you are doing. Do
## not edit them in this file; instead, create a new file in the
## jvm.options.d directory containing your adjustments.
##
################################################################
## GC configuration
8-13:-XX:+UseConcMarkSweepGC
8-13:-XX:CMSInitiatingOccupancyFraction=75
8-13:-XX:+UseCMSInitiatingOccupancyOnly
## G1GC Configuration
# to use G1GC, uncomment the next two lines and update the version on the
# following three lines to your version of the JDK
# 8-13:-XX:-UseConcMarkSweepGC
# 8-13:-XX:-UseCMSInitiatingOccupancyOnly
14-:-XX:+UseG1GC
## JVM temporary directory
-Djava.io.tmpdir=${ES_TMPDIR}
## heap dumps
# generate a heap dump when an allocation from the Java heap fails; heap dumps
# are created in the working directory of the JVM unless an alternative path is
# specified
-XX:+HeapDumpOnOutOfMemoryError
# exit right after heap dump on out of memory error. Recommended to also use
# on java 8 for supported versions (8u92+).
9-:-XX:+ExitOnOutOfMemoryError
# specify an alternative path for heap dumps; ensure the directory exists and
# has sufficient space
-XX:HeapDumpPath=/var/lib/elasticsearch
# specify an alternative path for JVM fatal error logs
-XX:ErrorFile=/var/log/elasticsearch/hs_err_pid%p.log
## GC logging
-Xlog:gc*,gc+age=trace,safepoint:file=/var/log/elasticsearch/gc.log:utctime,pid,tags:filecount=32,filesize=64m
document mapping
{
"products" : {
"mappings" : {
"properties" : {
"category" : {
"properties" : {
"id" : {
"type" : "keyword"
},
"name" : {
"type" : "text"
}
}
},
"city_id" : {
"type" : "keyword"
},
"code" : {
"type" : "keyword"
},
"comment_count" : {
"type" : "integer"
},
"created_at" : {
"type" : "date",
"format" : "yyyy-MM-dd HH:mm"
},
"deleted_at" : {
"type" : "date",
"format" : "yyyy-MM-dd HH:mm",
"fields" : {
"keyword" : {
"type" : "keyword",
"null_value" : "NULL"
}
}
},
"diversities" : {
"type" : "nested",
"properties" : {
"deleted_at" : {
"type" : "date",
"format" : "yyyy-MM-dd HH:mm",
"fields" : {
"keyword" : {
"type" : "keyword",
"null_value" : "NULL"
}
}
},
"expire" : {
"type" : "date"
},
"expire_alert_level" : {
"type" : "date"
},
"id" : {
"type" : "keyword"
},
"inventory" : {
"type" : "short"
},
"inventory_alert_level" : {
"type" : "short"
},
"max_price" : {
"type" : "unsigned_long"
},
"min_price" : {
"type" : "unsigned_long"
},
"price_one" : {
"type" : "unsigned_long"
},
"price_two" : {
"type" : "unsigned_long",
"fields" : {
"keyword" : {
"type" : "keyword",
"null_value" : "NULL"
}
}
},
"purchases_count" : {
"type" : "integer"
},
"specifications" : {
"type" : "nested",
"properties" : {
"id" : {
"type" : "keyword"
},
"tags" : {
"type" : "text",
"analyzer" : "standard_persian_analyzer"
}
}
},
"status" : {
"type" : "boolean"
},
"unit" : {
"properties" : {
"id" : {
"type" : "keyword"
},
"name" : {
"type" : "text"
}
}
}
}
},
"favorite_count" : {
"type" : "integer"
},
"id" : {
"type" : "keyword"
},
"is_active" : {
"type" : "boolean"
},
"location" : {
"type" : "geo_point"
},
"name" : {
"type" : "text",
"fields" : {
"_2gram" : {
"type" : "text",
"analyzer" : "2gram_persian_analyzer"
},
"edge_ngram" : {
"type" : "text",
"analyzer" : "edge_ngram_persian_analyzer"
},
"keyword" : {
"type" : "text",
"analyzer" : "keyword_persian_analyzer"
},
"standard" : {
"type" : "text",
"analyzer" : "standard_persian_analyzer"
},
"words_1_2" : {
"type" : "text",
"analyzer" : "words_1_2_persian_analyzer"
},
"words_3_4" : {
"type" : "text",
"analyzer" : "words_3_4_persian_analyzer"
},
"words_5_6" : {
"type" : "text",
"analyzer" : "words_5_6_persian_analyzer"
}
}
},
"purchases_count" : {
"type" : "integer"
},
"score" : {
"type" : "float"
},
"seller_id" : {
"type" : "keyword"
},
"specifications" : {
"type" : "nested",
"properties" : {
"id" : {
"type" : "keyword"
},
"tags" : {
"type" : "text",
"analyzer" : "standard_persian_analyzer"
}
}
},
"status" : {
"type" : "boolean"
},
"view_count" : {
"type" : "integer"
}
}
},
"settings" : {
"index" : {
"routing" : {
"allocation" : {
"include" : {
"_tier_preference" : "data_content"
}
}
},
"number_of_shards" : "1",
"provided_name" : "products",
"creation_date" : "1644661979436",
"analysis" : {
"filter" : {
"words_5_6_filter" : {
"type" : "predicate_token_filter",
"script" : {
"source" : "token.getPosition() === 4 || token.getPosition() === 5"
}
},
"persian_stem_multiplexer" : {
"type" : "multiplexer",
"filters" : [
"parsi_stem_filter"
]
},
"piece" : {
"type" : "edge_ngram",
"min_gram" : "1",
"max_gram" : "10"
},
"words_3_4_filter" : {
"type" : "predicate_token_filter",
"script" : {
"source" : "token.getPosition() === 2 || token.getPosition() === 3"
}
},
"2gram_filter" : {
"max_shingle_size" : "2",
"min_shingle_size" : "2",
"output_unigrams" : "false",
"type" : "shingle"
},
"words_1_2_filter" : {
"type" : "predicate_token_filter",
"script" : {
"source" : "token.getPosition() === 0 || token.getPosition() === 1"
}
}
},
"analyzer" : {
"2gram_persian_analyzer" : {
"filter" : [
"parsi_stop_filter",
"decimal_digit",
"parsi_normalizer",
"persian_stem_multiplexer",
"lowercase",
"unique",
"2gram_filter"
],
"type" : "custom",
"tokenizer" : "standard"
},
"words_1_2_persian_analyzer" : {
"filter" : [
"parsi_stop_filter",
"decimal_digit",
"parsi_normalizer",
"persian_stem_multiplexer",
"lowercase",
"unique",
"words_1_2_filter"
],
"type" : "custom",
"tokenizer" : "standard"
},
"edge_ngram_persian_analyzer" : {
"filter" : [
"parsi_stop_filter",
"decimal_digit",
"parsi_normalizer",
"persian_stem_multiplexer",
"lowercase",
"piece",
"unique"
],
"type" : "custom",
"tokenizer" : "standard"
},
"keyword_persian_analyzer" : {
"filter" : [
"parsi_stop_filter",
"decimal_digit",
"parsi_normalizer",
"persian_stem_multiplexer",
"lowercase"
],
"type" : "custom",
"tokenizer" : "keyword"
},
"standard_persian_analyzer" : {
"filter" : [
"parsi_stop_filter",
"decimal_digit",
"parsi_normalizer",
"persian_stem_multiplexer",
"lowercase",
"unique"
],
"type" : "custom",
"tokenizer" : "standard"
},
"words_5_6_persian_analyzer" : {
"filter" : [
"parsi_stop_filter",
"decimal_digit",
"parsi_normalizer",
"persian_stem_multiplexer",
"lowercase",
"unique",
"words_5_6_filter"
],
"type" : "custom",
"tokenizer" : "standard"
},
"words_3_4_persian_analyzer" : {
"filter" : [
"parsi_stop_filter",
"decimal_digit",
"parsi_normalizer",
"persian_stem_multiplexer",
"lowercase",
"unique",
"words_3_4_filter"
],
"type" : "custom",
"tokenizer" : "standard"
}
}
},
"number_of_replicas" : "1",
"uuid" : "qXpEQfFQRD-Q5BXyNQLyCA",
"version" : {
"created" : "8000099"
}
}
}
}
}
request
POST products/_search
{
"size": 10,
"from": 0,
"query": {
"bool": {
"must": [
{
"term": {
"seller_id": 1
}
},
{
"term": {
"is_active": true
}
},
{
"term": {
"deleted_at.keyword": "NULL"
}
},
{
"nested": {
"path": "diversities",
"query": {
"bool": {
"must": [
{
"term": {
"diversities.deleted_at.keyword": "NULL"
}
}
]
}
},
"inner_hits": {
"_source": [
"diversities.inventory",
"diversities.min_price",
"diversities.price_one",
"diversities.price_two",
"diversities.unit.name"
]
}
}
}
],
"should": [
{
"match": {
"name.standard": {
"query": "ماشین لباسشویی",
"fuzziness": "AUTO"
}
}
},
{
"match": {
"name.edge_ngram": {
"query": "ماشین لباسشویی",
"analyzer": "standard_persian_analyzer"
}
}
},
{
"match": {
"name._2gram": {
"query": "ماشین لباسشویی",
"analyzer": "standard_persian_analyzer",
"fuzziness": 1,
"fuzzy_transpositions": false
}
}
},
{
"wildcard": {
"name.keyword": {
"value": "ماشین لباسشویی*",
"boost": 45
}
}
},
{
"match": {
"name.words_1_2": {
"query": "ماشین لباسشویی",
"analyzer": "standard_persian_analyzer",
"boost": 20
}
}
},
{
"match": {
"name.words_3_4": {
"query": "ماشین لباسشویی",
"analyzer": "standard_persian_analyzer",
"boost": 10
}
}
},
{
"match": {
"name.words_5_6": {
"query": "ماشین لباسشویی",
"analyzer": "standard_persian_analyzer",
"boost": 2.5
}
}
},
{
"nested": {
"path": "specifications",
"query": {
"bool": {
"should": {
"match": {
"specifications.tags": "ماشین لباسشویی"
}
}
}
}
}
},
{
"nested": {
"path": "diversities",
"query": {
"bool": {
"should": [
{
"nested": {
"path": "diversities.specifications",
"query": {
"bool": {
"should": {
"match": {
"diversities.specifications.tags": "ماشین لباسشویی"
}
}
}
}
}
}
]
}
}
}
}
]
}
},
"_source": [
"id",
"name",
"category.name"
],
"sort": [
"_score"
]
}
response
{
"took" : 68,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 10000,
"relation" : "gte"
},
"max_score" : 393.95963,
"hits" : [
{
"_index" : "products",
"_id" : "_rCZ7X4BF3EMAgKsp2Fi",
"_score" : 393.95963,
"_source" : {
"name" : "ماشین لباسشویی دوو مدل DWK-8543V ظرفیت 8 کیلوگرم",
"id" : 90250,
"category" : {
"name" : "ماشین لباسشویی"
}
},
"inner_hits" : {
"diversities" : {
"hits" : {
"total" : {
"value" : 5,
"relation" : "eq"
},
"max_score" : 7.2332654E-7,
"hits" : [
{
"_index" : "products",
"_id" : "_rCZ7X4BF3EMAgKsp2Fi",
"_nested" : {
"field" : "diversities",
"offset" : 0
},
"_score" : 7.2332654E-7,
"_source" : {
"price_one" : 2468669,
"unit" : {
"name" : "باکس"
},
"min_price" : 8071341987224,
"price_two" : 17705588,
"inventory" : 4435
}
},
{
"_index" : "products",
"_id" : "_rCZ7X4BF3EMAgKsp2Fi",
"_nested" : {
"field" : "diversities",
"offset" : 1
},
"_score" : 7.2332654E-7,
"_source" : {
"price_one" : 65774174,
"unit" : {
"name" : "جعبه"
},
"min_price" : 4955091818947,
"price_two" : 42503230,
"inventory" : 9410
}
},
{
"_index" : "products",
"_id" : "_rCZ7X4BF3EMAgKsp2Fi",
"_nested" : {
"field" : "diversities",
"offset" : 2
},
"_score" : 7.2332654E-7,
"_source" : {
"price_one" : 28742346,
"unit" : {
"name" : "بسته"
},
"min_price" : 6020335509240,
"price_two" : 29187601,
"inventory" : 7062
}
}
]
}
}
}
}
]
}
}
_cluster/stats
{
"_nodes" : {
"total" : 1,
"successful" : 1,
"failed" : 0
},
"cluster_name" : "elasticsearch",
"cluster_uuid" : "kJlPSZL3RRGOfKTdpg76ew",
"timestamp" : 1644738131859,
"status" : "yellow",
"indices" : {
"count" : 100,
"shards" : {
"total" : 101,
"primaries" : 101,
"replication" : 0.0,
"index" : {
"shards" : {
"min" : 1,
"max" : 2,
"avg" : 1.01
},
"primaries" : {
"min" : 1,
"max" : 2,
"avg" : 1.01
},
"replication" : {
"min" : 0.0,
"max" : 0.0,
"avg" : 0.0
}
}
},
"docs" : {
"count" : 4993395,
"deleted" : 4942
},
"store" : {
"size" : "1.2gb",
"size_in_bytes" : 1291427968,
"total_data_set_size" : "1.2gb",
"total_data_set_size_in_bytes" : 1291427968,
"reserved" : "0b",
"reserved_in_bytes" : 0
},
"fielddata" : {
"memory_size" : "0b",
"memory_size_in_bytes" : 0,
"evictions" : 0
},
"query_cache" : {
"memory_size" : "13.4kb",
"memory_size_in_bytes" : 13744,
"total_count" : 2785,
"hit_count" : 396,
"miss_count" : 2389,
"cache_size" : 11,
"cache_count" : 11,
"evictions" : 0
},
"completion" : {
"size" : "0b",
"size_in_bytes" : 0
},
"segments" : {
"count" : 178,
"memory" : "0b",
"memory_in_bytes" : 0,
"terms_memory" : "0b",
"terms_memory_in_bytes" : 0,
"stored_fields_memory" : "0b",
"stored_fields_memory_in_bytes" : 0,
"term_vectors_memory" : "0b",
"term_vectors_memory_in_bytes" : 0,
"norms_memory" : "0b",
"norms_memory_in_bytes" : 0,
"points_memory" : "0b",
"points_memory_in_bytes" : 0,
"doc_values_memory" : "0b",
"doc_values_memory_in_bytes" : 0,
"index_writer_memory" : "0b",
"index_writer_memory_in_bytes" : 0,
"version_map_memory" : "0b",
"version_map_memory_in_bytes" : 0,
"fixed_bit_set" : "1.1mb",
"fixed_bit_set_memory_in_bytes" : 1249224,
"max_unsafe_auto_id_timestamp" : 1644649168184,
"file_sizes" : { }
},
"mappings" : {
"field_types" : [
{
"name" : "alias",
"count" : 1,
"index_count" : 1,
"script_count" : 0
},
{
"name" : "boolean",
"count" : 170,
"index_count" : 28,
"script_count" : 0
},
{
"name" : "constant_keyword",
"count" : 9,
"index_count" : 3,
"script_count" : 0
},
{
"name" : "date",
"count" : 401,
"index_count" : 69,
"script_count" : 0
},
{
"name" : "date_range",
"count" : 1,
"index_count" : 1,
"script_count" : 0
},
{
"name" : "double",
"count" : 12,
"index_count" : 2,
"script_count" : 0
},
{
"name" : "float",
"count" : 56,
"index_count" : 15,
"script_count" : 0
},
{
"name" : "geo_point",
"count" : 67,
"index_count" : 12,
"script_count" : 0
},
{
"name" : "integer",
"count" : 19,
"index_count" : 15,
"script_count" : 0
},
{
"name" : "ip",
"count" : 122,
"index_count" : 13,
"script_count" : 0
},
{
"name" : "ip_range",
"count" : 1,
"index_count" : 1,
"script_count" : 0
},
{
"name" : "keyword",
"count" : 5223,
"index_count" : 85,
"script_count" : 0
},
{
"name" : "long",
"count" : 583,
"index_count" : 34,
"script_count" : 0
},
{
"name" : "nested",
"count" : 8,
"index_count" : 6,
"script_count" : 0
},
{
"name" : "object",
"count" : 1330,
"index_count" : 45,
"script_count" : 0
},
{
"name" : "short",
"count" : 5,
"index_count" : 4,
"script_count" : 0
},
{
"name" : "text",
"count" : 537,
"index_count" : 32,
"script_count" : 0
},
{
"name" : "unsigned_long",
"count" : 4,
"index_count" : 1,
"script_count" : 0
},
{
"name" : "version",
"count" : 5,
"index_count" : 5,
"script_count" : 0
}
],
"runtime_field_types" : [ ]
},
"analysis" : {
"char_filter_types" : [ ],
"tokenizer_types" : [ ],
"filter_types" : [
{
"name" : "edge_ngram",
"count" : 2,
"index_count" : 2
},
{
"name" : "length",
"count" : 1,
"index_count" : 1
},
{
"name" : "multiplexer",
"count" : 1,
"index_count" : 1
},
{
"name" : "predicate_token_filter",
"count" : 3,
"index_count" : 1
},
{
"name" : "shingle",
"count" : 3,
"index_count" : 2
},
{
"name" : "stemmer",
"count" : 1,
"index_count" : 1
},
{
"name" : "stop",
"count" : 1,
"index_count" : 1
},
{
"name" : "word_delimiter_graph",
"count" : 1,
"index_count" : 1
}
],
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