背景
- 优化导出功能 开发环境自测大数据量导出时间以及内存使用情况 挑战100w 20min之内完成
- 作为开发当碰到这样的产品....哎 为了挣钱 咬咬牙干吧。在服务稳定的前提完成导出；不能对线上服务造成损失前提。宁可时间不达标 也不能搞坏服务。
- 此篇博客只是为了记录 方便下次遇到不需要再去查东西。导出功能见后续(核心：优化查询 + 批处理)。
参考
- 增加跨集群迁移配置白名单：reindex.remote.whitelist
- es常用命令集合参考博客
快速复制100w数据
1.elasticsearch 创建索引aicc10-znzj-server-recordinfo202405
点击查看代码
PUT /aicc10-znzj-server-recordinfo202405
{
"settings": {
"index": {
"mapping": {
"nested_fields": {
"limit": "10000"
},
"nested_objects": {
"limit": "50000"
},
"total_fields": {
"limit": "5000"
}
},
"number_of_shards": "1",
"max_inner_result_window": "10000",
"max_result_window": "200000000",
"number_of_replicas": "0"
}
},
"mappings": {
"dynamic_templates": [
{
"dynamic-1": {
"path_match": "source_data.extended_field.*",
"match_mapping_type": "string",
"mapping": {
"type": "keyword"
}
}
}
],
"properties": {
"analysis_data": {
"properties": {
"analysis_emotion_result": {
"properties": {
"agent_emotion_result": {
"properties": {
"title": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"weight": {
"type": "float"
}
}
},
"emotion_result": {
"properties": {
"title": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"weight": {
"type": "float"
}
}
},
"sentence_emotion_list": {
"type": "nested",
"properties": {
"emotion_results": {
"type": "nested",
"properties": {
"title": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"weight": {
"type": "float"
}
}
},
"index": {
"type": "integer"
},
"role": {
"type": "keyword"
}
}
},
"user_emotion_result": {
"properties": {
"title": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"weight": {
"type": "float"
}
}
}
}
},
"base_score": {
"type": "float"
},
"business_classifiers": {
"type": "nested",
"properties": {
"name": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"type_name": {
"type": "keyword"
},
"uid": {
"type": "keyword"
},
"weight": {
"type": "keyword"
}
}
},
"classifiers": {
"type": "nested",
"properties": {
"classifier_type": {
"type": "keyword"
},
"confidence": {
"type": "double"
},
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"type_names": {
"type": "keyword"
},
"types": {
"type": "nested",
"properties": {
"code": {
"type": "keyword"
},
"confidence": {
"type": "double"
},
"hit": {
"type": "integer"
},
"index": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"uid": {
"type": "keyword"
}
}
},
"uid": {
"type": "keyword"
}
}
},
"feature_ages": {
"type": "nested",
"properties": {
"age": {
"type": "integer"
},
"high_age": {
"type": "integer"
},
"low_age": {
"type": "integer"
}
}
},
"feature_id_cards": {
"type": "keyword"
},
"feature_sex": {
"type": "keyword"
},
"gpt_summary": {
"type": "text"
},
"hit_flag": {
"type": "integer"
},
"modify_time": {
"type": "date",
"format": "yyyy/MM/dd HH:mm:ss"
},
"negative_type": {
"type": "integer"
},
"portrait_datas": {
"type": "nested",
"properties": {
"code": {
"type": "keyword"
},
"name": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"uid": {
"type": "keyword"
},
"value": {
"type": "keyword"
}
}
},
"quality_score": {
"type": "integer"
},
"quality_time": {
"type": "date",
"format": "yyyy/MM/dd HH:mm:ss"
},
"reduction_flag": {
"type": "integer"
},
"score_items": {
"type": "nested",
"properties": {
"audio_attributes": {
"type": "nested",
"properties": {
"description": {
"type": "text"
},
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"max_threshold": {
"type": "keyword"
},
"min_threshold": {
"type": "keyword"
},
"name": {
"type": "keyword"
},
"qa_target": {
"type": "keyword"
},
"relation": {
"type": "keyword"
},
"sentence_results": {
"type": "nested",
"properties": {
"index": {
"type": "integer"
}
}
},
"type": {
"type": "keyword"
},
"uid": {
"type": "keyword"
},
"value": {
"type": "keyword"
}
}
},
"classifier": {
"properties": {
"classifier_type": {
"type": "keyword"
},
"confidence": {
"type": "double"
},
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"type_names": {
"type": "keyword"
},
"types": {
"type": "nested",
"properties": {
"code": {
"type": "keyword"
},
"confidence": {
"type": "double"
},
"hit": {
"type": "integer"
},
"index": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"uid": {
"type": "keyword"
}
}
},
"uid": {
"type": "keyword"
}
}
},
"description": {
"type": "text"
},
"fatal_type": {
"type": "integer"
},
"gpts": {
"type": "nested",
"properties": {
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"relation": {
"type": "integer"
},
"sentence_results": {
"type": "nested",
"properties": {
"index": {
"type": "integer"
},
"word": {
"type": "keyword"
}
}
},
"uid": {
"type": "keyword"
},
"value": {
"type": "keyword"
}
}
},
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"keyword_tables": {
"type": "nested",
"properties": {
"description": {
"type": "text"
},
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"qa_target": {
"type": "integer"
},
"sentence_results": {
"type": "nested",
"properties": {
"index": {
"type": "integer"
},
"offsets": {
"type": "text"
},
"word": {
"type": "text"
}
}
},
"uid": {
"type": "keyword"
}
}
},
"knowledges": {
"type": "nested",
"properties": {
"hit": {
"type": "integer"
},
"hit_condition": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"robot_name": {
"type": "keyword"
},
"robot_uid": {
"type": "keyword"
},
"sentence_results": {
"type": "nested",
"properties": {
"confidence": {
"type": "double"
},
"hit_answers": {
"type": "nested",
"properties": {
"content": {
"type": "keyword"
},
"uid": {
"type": "keyword"
}
}
},
"hit_questions": {
"type": "nested",
"properties": {
"content": {
"type": "keyword"
},
"uid": {
"type": "keyword"
}
}
},
"index": {
"type": "integer"
}
}
},
"uid": {
"type": "keyword"
}
}
},
"name": {
"type": "keyword"
},
"named_entities": {
"type": "nested",
"properties": {
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"relation": {
"type": "integer"
},
"sentence_results": {
"type": "nested",
"properties": {
"confidence": {
"type": "double"
},
"index": {
"type": "integer"
},
"offset": {
"type": "integer"
},
"tag": {
"type": "keyword"
},
"word": {
"type": "keyword"
}
}
},
"uid": {
"type": "keyword"
},
"value": {
"type": "keyword"
}
}
},
"num": {
"type": "integer"
},
"quality_models": {
"type": "nested",
"properties": {
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"qa_target": {
"type": "keyword"
},
"sentence_results": {
"type": "nested",
"properties": {
"hit_text": {
"type": "text"
},
"index": {
"type": "integer"
},
"phrase": {
"type": "keyword"
},
"pos_begin": {
"type": "integer"
},
"pos_end": {
"type": "integer"
}
}
},
"uid": {
"type": "keyword"
}
}
},
"quality_type": {
"type": "integer"
},
"result_score": {
"type": "integer"
},
"result_type": {
"type": "integer"
},
"route_conditions": {
"type": "nested",
"properties": {
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"relation": {
"type": "keyword"
},
"result": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"uid": {
"type": "keyword"
},
"value1": {
"type": "keyword"
},
"value2": {
"type": "keyword"
}
}
},
"score": {
"type": "integer"
},
"score_list": {
"type": "keyword"
},
"score_type": {
"type": "integer"
},
"scores": {
"type": "nested",
"properties": {
"score": {
"type": "integer"
},
"scoreType": {
"type": "integer"
},
"times": {
"type": "integer"
}
}
},
"sentence_classifies": {
"type": "nested",
"properties": {
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"sentence_results": {
"type": "nested",
"properties": {
"classify": {
"type": "keyword"
},
"confidence": {
"type": "double"
},
"index": {
"type": "integer"
},
"uid": {
"type": "keyword"
}
}
},
"uid": {
"type": "keyword"
}
}
},
"session_classifies": {
"type": "nested",
"properties": {
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"session_classify_results": {
"type": "nested",
"properties": {
"classify": {
"type": "keyword"
},
"confidence": {
"type": "double"
},
"uid": {
"type": "keyword"
}
}
},
"uid": {
"type": "keyword"
}
}
},
"similar_sentences": {
"type": "nested",
"properties": {
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"qa_target": {
"type": "keyword"
},
"sentence_results": {
"type": "nested",
"properties": {
"confidence": {
"type": "double"
},
"index": {
"type": "integer"
},
"text": {
"type": "keyword"
}
}
},
"uid": {
"type": "keyword"
}
}
},
"standard_speechs": {
"type": "nested",
"properties": {
"content": {
"type": "text"
},
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"qa_target": {
"type": "integer"
},
"sentence_results": {
"type": "nested",
"properties": {
"confidence": {
"type": "integer"
},
"index": {
"type": "integer"
}
}
},
"threshold": {
"type": "integer"
},
"uid": {
"type": "keyword"
}
}
},
"sum_type": {
"type": "integer"
},
"times": {
"type": "integer"
},
"times_list": {
"type": "keyword"
},
"type": {
"type": "integer"
},
"uid": {
"type": "keyword"
}
}
},
"score_name": {
"type": "keyword"
},
"score_names": {
"type": "keyword"
},
"score_standards": {
"type": "nested",
"properties": {
"max_threshold": {
"type": "double"
},
"min_threshold": {
"type": "double"
},
"name": {
"type": "keyword"
},
"relation_type": {
"type": "integer"
}
}
},
"score_uid": {
"type": "keyword"
},
"score_uids": {
"type": "keyword"
},
"strategy_name": {
"type": "text"
},
"strategy_result": {
"type": "keyword"
},
"strategy_uid": {
"type": "keyword"
},
"summary": {
"type": "text"
}
}
},
"analysis_tags": {
"type": "nested",
"properties": {
"name": {
"type": "keyword"
},
"uid": {
"type": "keyword"
}
}
},
"appkey": {
"type": "keyword"
},
"atpp_sentence_data": {
"type": "nested",
"properties": {
"index": {
"type": "long"
},
"key_words": {
"type": "keyword"
},
"role": {
"type": "keyword"
},
"text": {
"type": "keyword"
},
"word": {
"type": "keyword"
}
}
},
"case_sets": {
"type": "keyword"
},
"city_code": {
"type": "keyword"
},
"create_time": {
"type": "date",
"format": "yyyy/MM/dd HH:mm:ss"
},
"daily_quality_data": {
"properties": {
"batch_create_time": {
"type": "date",
"format": "yyyy/MM/dd HH:mm:ss"
},
"batch_name": {
"type": "keyword"
},
"batch_uid": {
"type": "keyword"
},
"give_up_flag": {
"type": "integer"
},
"manual_analysis_data": {
"properties": {
"analysis_emotion_result": {
"properties": {
"agent_emotion_result": {
"properties": {
"title": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"weight": {
"type": "float"
}
}
},
"emotion_result": {
"properties": {
"title": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"weight": {
"type": "float"
}
}
},
"sentence_emotion_list": {
"type": "nested",
"properties": {
"emotion_results": {
"type": "nested",
"properties": {
"title": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"weight": {
"type": "float"
}
}
},
"index": {
"type": "integer"
},
"role": {
"type": "keyword"
}
}
},
"user_emotion_result": {
"properties": {
"title": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"weight": {
"type": "float"
}
}
}
}
},
"base_score": {
"type": "float"
},
"business_classifiers": {
"type": "nested",
"properties": {
"name": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"type_name": {
"type": "keyword"
},
"uid": {
"type": "keyword"
},
"weight": {
"type": "keyword"
}
}
},
"classifiers": {
"type": "nested",
"properties": {
"classifier_type": {
"type": "keyword"
},
"confidence": {
"type": "double"
},
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"type_names": {
"type": "keyword"
},
"types": {
"type": "nested",
"properties": {
"code": {
"type": "keyword"
},
"confidence": {
"type": "double"
},
"hit": {
"type": "integer"
},
"index": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"uid": {
"type": "keyword"
}
}
},
"uid": {
"type": "keyword"
}
}
},
"feature_ages": {
"type": "nested",
"properties": {
"age": {
"type": "integer"
},
"high_age": {
"type": "integer"
},
"low_age": {
"type": "integer"
}
}
},
"feature_id_cards": {
"type": "keyword"
},
"feature_sex": {
"type": "keyword"
},
"gpt_summary": {
"type": "text"
},
"hit_flag": {
"type": "integer"
},
"modify_time": {
"type": "date",
"format": "yyyy/MM/dd HH:mm:ss"
},
"negative_type": {
"type": "integer"
},
"portrait_datas": {
"type": "nested",
"properties": {
"code": {
"type": "keyword"
},
"name": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"uid": {
"type": "keyword"
},
"value": {
"type": "keyword"
}
}
},
"quality_score": {
"type": "integer"
},
"quality_time": {
"type": "date",
"format": "yyyy/MM/dd HH:mm:ss"
},
"reduction_flag": {
"type": "integer"
},
"score_items": {
"type": "nested",
"properties": {
"audio_attributes": {
"type": "nested",
"properties": {
"description": {
"type": "text"
},
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"max_threshold": {
"type": "keyword"
},
"min_threshold": {
"type": "keyword"
},
"name": {
"type": "keyword"
},
"qa_target": {
"type": "keyword"
},
"relation": {
"type": "keyword"
},
"sentence_results": {
"type": "nested",
"properties": {
"index": {
"type": "integer"
}
}
},
"type": {
"type": "keyword"
},
"uid": {
"type": "keyword"
},
"value": {
"type": "keyword"
}
}
},
"classifier": {
"properties": {
"classifier_type": {
"type": "keyword"
},
"confidence": {
"type": "double"
},
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"type_names": {
"type": "keyword"
},
"types": {
"type": "nested",
"properties": {
"code": {
"type": "keyword"
},
"confidence": {
"type": "double"
},
"hit": {
"type": "integer"
},
"index": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"uid": {
"type": "keyword"
}
}
},
"uid": {
"type": "keyword"
}
}
},
"description": {
"type": "text"
},
"fatal_type": {
"type": "integer"
},
"gpts": {
"type": "nested",
"properties": {
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"relation": {
"type": "integer"
},
"sentence_results": {
"type": "nested",
"properties": {
"index": {
"type": "integer"
},
"word": {
"type": "keyword"
}
}
},
"uid": {
"type": "keyword"
},
"value": {
"type": "keyword"
}
}
},
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"keyword_tables": {
"type": "nested",
"properties": {
"description": {
"type": "text"
},
"hit": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"qa_target": {
"type": "integer"
},
"sentence_results": {
"type": "nested",
"properties": {
"index": {
"type": "integer"
},
"offsets": {
"type": "text"
},
"word": {
"type": "text"
}
}
},
"uid": {
"type": "keyword"
}
}
},
"knowledges": {
"type": "nested",
"properties": {
"hit": {
"type": "integer"
},
"hit_condition": {
"type": "integer"
},
"hit_times": {
"type": "integer"
},
"name": {
"type": "keyword"
},
"robot_name": {
"type": "keyword"
},
"robot_uid": {
"type": "keyword"
},
"sentence_results": {
"type": "nested",
"properties": {
"confidence": {
"type": "double"
},
"hit_answers": {
"type": "nested",
"properties": {
"content": {
"type": "keyword"
},
"uid": {
"type": "keyword"
}
}
},
"hit_questions": {
"type": "nested",
"properties": {
"content": {
"type": "keyword"
},
"uid": {
"type": "keyword"
}
}
},
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"type": "long"
}
}
},
"end": {
"type": "long"
},
"force_duration": {
"type": "long"
},
"gender": {
"type": "keyword"
},
"index": {
"type": "long"
},
"max_volume": {
"type": "double"
},
"response_duration": {
"type": "long"
},
"role": {
"type": "keyword"
},
"score": {
"type": "long"
},
"sensitive_word_list": {
"type": "keyword"
},
"speed": {
"type": "double"
},
"start": {
"type": "long"
},
"text": {
"type": "keyword"
},
"voice": {
"type": "binary"
},
"word_list": {
"type": "nested",
"properties": {
"end": {
"type": "long"
},
"index": {
"type": "long"
},
"score": {
"type": "long"
},
"start": {
"type": "long"
},
"text": {
"type": "keyword"
}
}
}
}
},
"sentence_total_count": {
"type": "long"
},
"silence_duration": {
"type": "long"
},
"silence_list": {
"type": "nested",
"properties": {
"duration": {
"type": "long"
},
"end": {
"type": "long"
},
"index": {
"type": "long"
},
"start": {
"type": "long"
}
}
},
"silence_ratio": {
"type": "double"
},
"speed": {
"type": "double"
},
"user_content": {
"type": "text"
},
"user_emotion_ratio": {
"type": "double"
},
"user_max_speed": {
"type": "double"
},
"user_max_volume": {
"type": "double"
},
"user_speed": {
"type": "double"
},
"user_volume": {
"type": "double"
},
"volume": {
"type": "double"
}
}
},
"uid": {
"type": "keyword"
}
}
}
}
2.禁用刷新
点击查看代码
PUT /aicc10-znzj-server-recordinfo202405/_settings
{
"index.refresh_interval": "-1"
}
3.根据查询条件分多片迁移数据（7.2.0之后api支持分片参数）
点击查看代码
POST /_reindex?wait_for_completion=false
{
"source": {
"remote": {
"host": "http://10.0.1.75:9280/"
},
"index": "aicc10-znzj-server-recordinfo202405",
"query": {
"bool": {
"must": [
{
"range": {
"source_data.call_time": {
"from": "2024/05/01 00:00:00",
"to": null,
"include_lower": true,
"include_upper": true,
"boost": 1
}
}
},
{
"range": {
"source_data.call_time": {
"from": null,
"to": "2024/05/10 23:59:59",
"include_lower": true,
"include_upper": true,
"boost": 1
}
}
}
]
}
},
"size": 5000
},
"dest": {
"index": "aicc10-znzj-server-recordinfo202405"
},
"script": {
"source": """
ctx._source.source_data.agent_id = 'hyf';
ctx._source.source_data.agent_name = 'hyf1';
ctx._source.source_data.agent_group_no = '001';
ctx._source.source_data.agent_uid = 'MTAwMDE0jr_X18e8QYshVMLdEjTTTI';
ctx._source.source_data.group_uid = 'MTAwMDE0cTn0bCZ5SKgobTZh5bz3kY';
"""
}
}
- 根据任务编号查询任务进度
点击查看代码
GET /_tasks/XjeLLP2dR3y_xm-r8TxqAg:1135664/
5.根据任务编号取消任务进度
点击查看代码
POST /_tasks/XjeLLP2dR3y_xm-r8TxqAg:1135664/_cancel
6.手动刷新索引
点击查看代码
# 手动刷新索引
POST /aicc10-znzj-server-recordinfo202405/_refresh
7.恢复刷新
点击查看代码
PUT /aicc10-znzj-server-recordinfo202405/_settings
{
"index.refresh_interval": "1s"
}