Elasticsearch Illuminated: A Practical Guide

سرفصل های دوره

Utilizing ELK Stack in Building Complex Architectures

1 - Introduction

1 - Introduction

2 - Scope.html

3 - ELK Architecture

4 - Elasticsearch

5 - Why Elasticsearch

6 - Elasticsearch common use cases

7 - Configuration over code

8 - System Requirements.html

2 - Installations

9 - Download & Install Elasticsearch I

9 - httpswwwelasticcodownloads.zip

10 - Download & Install Elasticsearch II

11 - Important Choosing short paths Windows

12 - Important Firewalls and security settings Windows.html

13 - Running Elasticsearch Local

14 - Running Elasticsearch nonWindows.html

15 - Optional Running Elasticsearch Docker

16 - Important Certificate Warning Docker version

17 - Optional Verify Elasticsearch is up Docker

18 - Elasticsearch Default Configuration Local Machine

19 - Important commands.html

20 - Verify Elasticsearch is up and running Local

21 - Important Information about the Certificate Warning.html

22 - Optional Sorting the Certificate Warning

23 - Elasticsearch Installation Review

24 - Download & Install Kibana I

25 - Download & Install Kinbana II Enrollment

26 - Optional Containerized Kibana.html

27 - Downloading Logstash

28 - Examining Logstash Installation

29 - Important About next lesson.html

30 - Verify Logstash Simple Pipeline

31 - Downloading FileBeats Beat

31 - httpswwwelasticcodownloadsbeatsfilebeat.zip

32 - FileBeats Installation

33 - Important about next lesson Data Shippers.html

34 - Verify FileBeat installation Shipping Data via FileBeat

34 - logger.zip

35 - Section Review

36 - Troubleshooting Kibana Elasticsearch connection Issue

37 - Troubleshooting Problem Starting Zookeeper.html

3 - Elasticsearch Architecture

38 - Elasticsearch Modes Single vs Cluster vs SAAS

39 - Elasticsearch Rest APIs

40 - Restful API

41 - Understanding JSON I

42 - Understanding JSON II

43 - Optional Starting Elasticsearch & Kibana

44 - Client for Rest API Kibana Dev Console

45 - Inside Elasticsearch Cluster I

46 - Inside Elasticsearch Cluster II

47 - Inverted Index

48 - Review Partitioning Shards and Index

49 - Cluster API

49 - httpswwwelasticcoguideenelasticsearchreferencecurrentrestapishtml.zip

50 - Segments

51 - Analyzers

51 - httpswwwelasticcoguideenelasticsearchreferencecurrentanalysisanalyzershtml.zip

52 - Mappings

53 - Relevance

4 - Elasticsearch CRUD Operations

54 - Data for this and next section Important.html

55 - Creating a document I

56 - Creating a document II Avoid Duplicates

57 - Creating documents III PUT

58 - Geting a document

59 - Bulk Create

60 - Search Query I

61 - Documents Relevance Similarity

62 - Controlling Relevancy Boosting Parameter

63 - Controlling Relevancy Boosting Query

64 - Term Query Recap

65 - Search Query II Bool Query

65 - httpswwwgetargoniodocsarticleselasticsearchdatehandlinghtmldateformatdirectives.zip

66 - Search Query III Filters

67 - Fuzzy Query

67 - httpswwwelasticcoguideenelasticsearchreferencecurrentquerydslfuzzyqueryhtml.zip

68 - Keyword vs Text

69 - Updating a document I

70 - Updating a document II

71 - Deleting a Document

72 - Creating an Index

73 - Reindexing Documents

73 - httpswwwelasticcoguideenelasticsearchreferencecurrentdocsreindexhtml.zip

74 - Node & NPM Important.html

75 - Using ElasticDump Import to ES

75 - dealer.csv

76 - Using ElasticDump Export from ES

76 - httpsgithubcomelasticsearchdumpelasticsearchdump.zip

77 - Loading CSV data into Elasticsearch via Kibana.html

78 - JSON & NDJSON

79 - Loading JSON data into Elasticsearch via Kibana Upload

79 - online-customers.zip

79 - online-customers-nd.zip

80 - Kibana Data View customers index

81 - Loading Apache Log Data GROK

81 - apache-small.zip

82 - Understanding GROK with example

82 - grok-patterns.zip

82 - httpsgithubcomhpcugentlogstashpatternsblobmasterfilesgrokpatterns.zip

83 - Data Ingestion Architecture

84 - Data Ingestion Bulk insert Demo Python

84 - data.zip

85 - Using SQL with Elasticsearch

85 - httpswwwelasticcoguideenelasticsearchreferencecurrentsqlgettingstartedhtml.zip

5 - Advanced Elasticsearch

86 - Analyzers I Builtin Analyzers

86 - httpswwwelasticcoguideenelasticsearchreferencecurrentanalysisanalyzershtml.zip

87 - Analyzers II Custom Analyzer

87 - httpswwwelasticcoguideenelasticsearchreferencecurrentanalysisanalyzershtml.zip

87 - httpswwwelasticcoguideenelasticsearchreferencecurrentanalysiscustomanalyzerhtml.zip

88 - Ngram Tokenizer

89 - Edge Ngrams

90 - Runtime Fields

90 - httpswwwelasticcoguideenelasticsearchreferencecurrentruntimehtml.zip

91 - Creating a policy ILM

92 - Apply a policy ILM

93 - Aggregations

93 - httpswwwelasticcoguideenelasticsearchreferencecurrentsearchaggregationshtml.zip

6 - Kibana Visualization and Analytics

94 - What is Kibana

95 - Working with Data Views

95 - httpswwwelasticcoblogusingpainlesskibanascriptedfields.zip

95 - httpswwwelasticcoguideenkibanacurrentmanagingdataviewshtml.zip

95 - httpswwwelasticcoguideenkibanamasterdataviewshtml.zip

96 - Visualizations & Dashboards

96 - httpswwwelasticcoblogintroductiontocustommachinelearningmodelsandmaps.zip

97 - Management

97 - httpswwwelasticcoguideenelasticsearchreferencecurrentindexlifecyclemanagementhtml.zip

97 - httpswwwelasticcoguideenelasticsearchreferencecurrentsetuplifecyclepolicyhtmltextto20create20a20lifecycle20policypolicy20to20the20elasticsearch20cluster.zip

7 - Data Shippers

98 - Data Shippers

99 - Beats and Logstash

100 - Beats Configuration

101 - Uptime Monitoring using Heartbeat

102 - Download & Installation

102 - httpswwwelasticcodownloadspastreleasesheartbeat822.zip

103 - Configuration

104 - Testing Configuration

105 - Enabling Heartbeat Dashboards

106 - Running Heatbeat

107 - Elasticsearch and Kibana Status.html

108 - Running File Beat Review

109 - Data Streams

8 - Logstash

110 - What is Logstash

111 - Configuration

112 - Important for next lesson.html

113 - Logstash Example

113 - apache.zip

113 - apache-small.zip

113 - pipelines.zip

114 - Pros & Cons

9 - NoSQL Data Modelling

115 - Why Data Modelling

116 - Data Modelling

117 - Data Modelling SQL vs NoSQL

118 - Elasticsearch Data Modelling Patterns

119 - Importing Data for this section.html

119 - dept-data-v2.zip

119 - emp-data-v2.zip

120 - Case Study

121 - Relationship Patterns Application Joins

122 - Relationship Patterns Application Joins Demo

122 - emp-data-v2-with-dept.zip

123 - Loading Data for Inner Objects.html

123 - dept-data-v3.zip

123 - dept-data-v4.zip

124 - Inner Objects

125 - Problems of Inner Objects Demo

126 - Inner Objects Flattening.html

127 - Loading Data for Nested Objects.html

127 - dept-data-v5.zip

128 - Relationship Patterns Nested Objects

129 - Relationship Patterns Nested Objects Demo

130 - Relationship Patterns Parent Child relationships Introduction.html

131 - Relationship Patterns Parent Child relationship Intro

132 - Relationship Patterns Parent Child relationship Demo

133 - Relationship Patterns Denormalisation

134 - Relationship Patterns Denormalisation Code.html

135 - Relationship Patterns Denormalisation Demo

136 - Relationship Patterns Inversion Pattern

137 - Factors to consider Embedding vs Reference

10 - Elasticsearch As Data Store App Development

138 - About this section.html

139 - Elasticsearch as Database

140 - Example architecture Elasticsearch as a DataStore

141 - Load plant Data CSV

141 - plant-data.csv

142 - Checking Plant Index mappings

143 - Code Editors.html

144 - Setting up and Running the Project.html

144 - app.zip

144 - httpsnodejsorgen.zip

144 - httpswwww3schoolscomhtmlhtmlformsasp.zip

144 - httpswwww3schoolscomjsrefeventonsubmitasp.zip

145 - Application Demo

146 - Dependencies packages

147 - Making a connection

147 - httpswwwelasticcoguideenelasticsearchclientjavascriptapicurrentclientconnectinghtml.zip

148 - Server side code NodeJSES integration

149 - Front end Pure Javascript Application

150 - Application Review

151 - Binary Data

152 - What we will build

152 - tiles-app.zip

153 - Transforming raw data.html

153 - footpaths.zip

154 - Creating Index and specifying custom mappings

155 - Important installing all the required packages.html

156 - Loading data via custom application Node JS

157 - Verifying Stored data

158 - Server side processing

159 - Client side Application

159 - httpsdocsmapboxcomdatatilesetsguidesvectortilesintroduction.zip

159 - httpsmaplibreorgprojectsmaplibregljs.zip

159 - httpswwww3schoolscomjs.zip

160 - Application Demo

11 - ELK as part of Complex Architecture

161 - Section Introduction

162 - Change data capture

163 - Data Pipelines

164 - Determine System OS

165 - Apache Kafka on Windows Requirements.html

166 - Download and Install JDK I

166 - httpswwworaclecomjavatechnologiesdownloadsjava8.zip

167 - Download and Install JDK II

168 - Setting Paths JavaJDK.html

169 - Phase I Postgres to Kafka Integration

170 - Downloading & Installing Apache Kafka Windows

171 - Exploring Apache Kafka Installation Directory Windows

172 - Starting Zookeeper

173 - Troubleshooting Zookeeper Warning.html

174 - Configuring & Starting Apache Kafka

175 - Setting up Postgres on Windows Docker

176 - Setting up Postgres Locally.html

177 - Running Postgres on Docker

177 - products.zip

178 - Important Pgadmin new connection

179 - Review What have we got

180 - Important for next lesson.html

181 - Download and copy Debezium Connector

182 - Kafka Connect

183 - Configuring Connector

183 - connect-jdbc-source.zip

184 - Putting it all together

184 - httpsdebeziumiodocumentationreferencestableconnectorspostgresqlhtml.zip

185 - Commands used.html

186 - Phase II Kafka to Elasticsearch

187 - Ports in use.html

188 - Limitation of Confluent Kafka Sink Connector

189 - Options

190 - Important for next 2 lessons Must read.html

191 - Creating Logstash Pipeline Configuration

191 - kafka-es.zip

192 - Configuring Security for Logstash ES Integration

192 - httpswwwelasticcoguideenlogstashcurrentlssecurityhtml.zip

193 - Running Logstash and verifying results

194 - Testing the complete pipeline real time

195 - Final Review What we have achieved

196 - Troubleshooting FAQ.html

12 - ELK in Cloud

197 - Cloud SAAS Offerings

197 - httpsawsamazoncomopensearchservice.zip

197 - httpswwwelasticco.zip

13 - Elasticsearch Optimization & Considerations

198 - Checking Elasticsearch installation using Opster.html

199 - Data Modelling

200 - Segments Optimization

201 - Sharding Strategy

201 - httpswwwelasticcoelasticonconf2016sfquantitativeclustersizing.zip

201 - httpswwwelasticcoguideenelasticsearchreferencecurrentsizeyourshardshtml.zip

202 - Elasticsearch Performance Optimizations

202 - httpswwwelasticcoguideenelasticsearchreferencecurrenttunefordiskusagehtml.zip

202 - httpswwwelasticcoguideenelasticsearchreferencecurrenttuneforindexingspeedhtml.zip

202 - httpswwwelasticcoguideenelasticsearchreferencecurrenttuneforsearchspeedhtml.zip

14 - Wrap Up

203 - Course Review.html

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