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Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Revising the ELK Stack -- What is ELK Stack? -- Elasticsearch -- Logstash -- Kibana -- Beats -- Installing the ELK Stack -- Elasticsearch -- Installing Elasticsearch using a TAR file -- Installing Elasticsearch with Homebrew -- Installing Elasticsearch with MSI Windows Installer -- Installing Elasticsearch with the Debian package -- Installing Elasticsearch with the RPM package -- Logstash -- Using apt package repositories -- Using yum package repositories -- Kibana -- Installing Kibana using .tar.gz -- Installing Kibana using the Debian package -- Installing Kibana using rpm -- Installing Kibana on Windows -- Beats -- Packetbeat -- Metricbeat -- Filebeat -- Winlogbeat -- Heartbeat -- ELK use cases -- Log management -- Security monitoring and alerting -- Web scraping -- E-commerce search solutions -- Full text search -- Visualizing data -- Summary -- Chapter 2: Setting Up and Customizing the Kibana Dashboard -- Setting up the stage -- Configuring Logstash to fetch data from the Apache log file -- Outputting the log data into Elasticsearch -- Configuring Kibana to read the Elasticsearch index -- Creating demo visualizations with Apache log data -- Creating the dashboard -- Customizing the dashboard -- Editing the visualization -- Changing the title by customizing the panel -- Moving the visualization to full screen -- Deleting the visualization from the dashboard -- Changing the colors of the visualization -- Dragging and dropping visualizations on a desired location on the dashboard -- Resizing the visualization as per our requirements -- Exporting CSV data from the visualization -- Getting the Elasticsearch request, response, and statistics -- Summary -- Chapter 3: Exploring Your Data -- Kibana Discover -- Discovering data using Kibana Discover -- Configuring Packetbeat to push packet data into Elasticsearch -- Configuring Kibana to read the Elasticsearch index with packet logs -- Exploring Kibana Discover to access packet data -- Showing the required fields -- Applying the time filter -- Elasticsearch query DSL -- Filter -- Saving and opening searches -- Saving the result -- Opening the result -- Sharing results -- Field data statistics -- Summary -- Chapter 4: Visualizing the Data -- Creating visualizations -- Basic charts -- Data -- Maps -- Time series -- Other -- Pie charts -- Metric aggregation -- Bucket aggregation -- Creating a pie chart -- Adding another dimension to the pie chart -- Bar charts -- Metric aggregation -- Bucket aggregation -- Creating a bar chart -- Area charts -- Creating an area chart -- Data metrics -- Creating a data metric -- Data tables -- Creating the data table -- Tag clouds -- Creating a tag cloud -- Markdown -- Creating a markdown visualization -- Sharing visualizations -- Summary -- Chapter 5: Dashboarding to Showcase Key Performance Indicators -- Creating the dashboard -- Arranging visualiz.
ations -- Moving visualizations -- Resizing visualizations -- Removing visualizations -- Showing in full screen -- Showing visualization data -- Modifying the visualization -- Saving the dashboard -- Sharing the dashboard -- Sharing the saved dashboard -- Sharing the snapshot -- Cloning the dashboard -- Exploring the dashboard -- The search query -- Adding filters -- Applying the time filter -- Clicking on visualizations -- Summary -- Chapter 6: Handling Time Series Data with Timelion -- Timelion interface -- Timeline expression -- .es function parameters -- Chainable methods -- .sum() -- .avg() -- .min() -- .max() -- .log() -- .abs() -- .divide() -- .multiply() -- .derivative() -- .bars() -- .color() -- .label() -- .legend() -- .movingaverage() -- .trend() -- .range() -- .precision() -- Data source functions -- Elasticsearch -- Static/value -- World bank -- Setting the offset for data sources -- Saving Timelion graph -- Timelion sheet option -- Deleting Timelion sheet -- Timelion help -- Function reference -- Keyboard tips -- Timelion auto-refresh -- Summary -- Chapter 7: Interact with Your Data Using Dev Tools -- Console -- Copy as cURL -- Auto indent -- Multiple requests in console -- Profiling queries -- Query profile -- Aggregation profile -- Grok debugger -- Summary -- Chapter 8: Tweaking Your Configuration with Kibana Management -- Index pattern -- Creating the index pattern -- Setting the default index pattern -- Refreshing index pattern fields -- Deleting an index pattern -- Managing fields -- String -- Dates -- Geographic point field -- Numbers -- Saved objects -- Dashboards -- Searches -- Visualizations -- Advanced settings -- xPack:defaultAdminEmail -- search:queryLanguage -- search:queryLanguage:switcher:enable -- dateFormat -- dateFormat:tz -- dateFormat:dow -- defaultIndex -- Reporting -- Security -- Roles -- Users -- Watcher -- Creating the watch -- Threshold alert -- Advanced watch -- Deleting the watch -- Summary -- Chapter 9: Understanding X-Pack Features -- Installing X-Pack -- Installing X-Pack into Elasticsearch -- Installing X-Pack into Kibana -- Features of X-Pack -- Monitoring -- Elasticsearch monitoring -- Kibana monitoring -- Security settings -- Users -- Roles -- Machine learning -- Other options of X-Pack -- Application Performance Monitoring -- Logging -- Apache logs -- MySQL logs -- Nginx logs -- System logs -- Metrics -- Apache metrics -- Docker metrics -- Kubernetes metrics -- MySQL metrics -- Nginx metrics -- Redis metrics -- System metrics -- Summary  -- Chapter 10: Machine Learning with Kibana -- Machine learning jobs -- Single metric Jobs -- Multi-metric jobs -- Population Jobs -- Advanced Jobs -- Create a machine learning job -- Data visualizer -- Single metric Job -- Managing jobs -- Job settings -- Job config -- Datafeed -- Counts -- JSON -- Job messages -- Datafeed preview -- Anomaly explorer -- Single metric viewer -- Multi metric job -- Explore multi metric job result -- Population job -- Summary  -- Cha.
pter 11: Create Super Cool Dashboard from a Web Application -- JDBC input plugin -- Scheduling -- Maintaining the last SQL value  -- Fetch size -- Configuring Logstash for database input -- Creating a dashboard using MySQL data -- Creating visualizations -- Total blog and top blog count -- Blogger-wise blog counts -- Tag cloud for blog categories -- Blogger name-category-views-blog pie chart -- Tabular view of blog details -- Create dashboard -- Summary -- Chapter 12: Different Use Cases of Kibana -- Time-series data handling -- Conditional formatting -- Tracking trends -- A visual builder for handling time series data -- GeoIP for Elastic Stack -- Ingest node -- GeoIP with Packetbeat data -- Summary -- Chapter 13: Creating Monitoring Dashboards Using Beats -- Configuring the Beats -- Filebeat -- Configuring Filebeat -- Metricbeat -- Configuring Metricbeat -- Enabling the modules using the metricbeat.yml file -- Enabling the modules from the modules.d directory -- Packetbeat -- Configuring Packetbeat -- Creating visualizations using Beat data -- Visualization using Filebeat -- Visualization using Metricbeat -- Visualization using Packetbeat -- Creating the dashboard -- Importing Beat dashboards -- Importing dashboards in Filebeat -- Importing dashboards in Metricbeat -- Importing dashboards in Packetbeat -- Summary -- Chapter 14: Best Practices -- Requirement of test environment -- Picking the right time filter field -- Avoiding large document indexing -- Avoiding sparsity -- Avoiding unrelated data in the same index -- Normalizing the document -- Avoiding types in Indices -- Avoiding wildcard searches -- Summary -- Other Books You May Enjoy -- Index -- .