Lucene Application Development launched

Lucene Application Development secrets

 

Hua Zhang Training Network Address: http://www.hztraining.com/bbs/showtopic-1954.aspx

ChinaPub address: http://product.china-pub.com/3502099&ref=xiliegoumai

 

Note:

• I am recording this kind of video for the first time. Please forgive me for its imperfections.
• This series of courses mainly covers three parts: one is the principle of the search engine, the second is the in-depth analysis and advanced features of lucene, and the third is the framework analysis and code implementation of the distributed search in real time.
• There are many theoretical explanations on the principles of search engines, some of which have less content and are in the need of integrity. They are also used as separate sections, and the video may take a short time, fortunately, videos are sold in different sections. I have marked the video duration for each section and can choose to purchase videos.
• In-depth analysis and advanced features of lucene are described in the Lucene principles and code analysis series. If you do not want to buy it, download http://download.csdn.net/detail/forfuture1978/2452992without points.
• I think the most valuable part of framework parsing and code implementation of distributed search in real time is the framework principle and code. Some video courses write code on site during video playback, therefore, the video duration may be relatively long. I have written the code in advance and only explained it to you in the video, so the time may be short.

Course description:

This course is not limited to how to use Lucene. Instead, it uses Lucene as an example to introduce the design principles and implementation of various search engine modules through in-depth analysis of each module, then we can jump out of Lucene to see the overall architecture and design ideas of the search engine system.

Finally, this course will introduce some advanced features of Lucene that may be involved when using Lucene to build a search engine system, as well as personalized modification and intervention, finally, an example of Lucene-based Real-time search system is provided.

Course directory:

1. First, let's talk about the overall picture of search engines.

1. Search Engine System history

1. 2. industry status of search engine systems

1. 3. overall architecture of the search engine system

. Early Learning Lucene

Details: 12 ppt pages, video 65 minutes, no code

2. Second, the basic principles of full-text search

2. 1. What is full-text search?

2. What is stored in the index?

2. 3. How to create an index

2. 4. How to find related articles

. Write a simple Lucene

Details: 17 ppt pages, 46 minutes video, no code

3. The third step is to implement a simple Lucene

3. 1. Review the important process of full-text search

. Design your index

3. How to create an index

3. 4. How to find related articles

Details: 17 ppt pages, video 67 minutes, with code

4. Fourth, enter the search engine world-design your index format

. Storage of dictionaries

Sequence List

Pointer list

Front-end code

Hash table and minimum perfect hash

Trie tree and double array Trie tree

M-path Search Tree

. Storage of inverted tables

Fixed Length Encoding

Difference code

No parameter and variable-length encoding

Skip table

Details: 39 ppt pages. The video is divided into two sets: 54 minutes for the previous set and 28 minutes for the next set. No code is attached (Sorry, the content of the previous set is not evenly configured)

5. Fifth, enter the search engine world-Lucene index format

5. 1. Basic Concepts

5. 2. Basic Data Types

5. 3. Some basic rules

Prefix encoding rules

Difference rule

Or follow the rule

Skip table rules

5. 4. Important positive information

5. Important Reverse Information

. Other information

Details: 29 ppt pages. The video is divided into two sets: 57 minutes for the previous set and 42 minutes for the next set. No code is attached.

6. 6. Enter the search engine world-index creation

. Index creation process

. Memory-based index creation

. Hard Disk-based index creation

6. 4. Create a dynamic index

6. 5. Merge Indexes

Details: 12 ppt pages, video 22 minutes, no code

7. 7. Enter the search engine world-create Lucene Indexes

. Overall architecture of the index process

7.2.Lucene multi-threaded Index

7.3.Lucene multi-domain index

. Key Steps for index creation

7.5.Lucene document Deletion

7.6.Lucene Cache Management

Details: 40 ppt pages. The video is divided into two sets: 39 minutes for the previous set and 45 minutes for the next set. No code is attached.

8. 8. Enter the search engine world-Lucene index Merging

8.1.Lucene merge Summary

8. 2. Merge segments

8. 3. Merge Reverse Information

8. 4. Key Steps of segment Merging

Details: 28 ppt pages, 29 minutes video, no code

9. 9. Enter the search engine world-the search process

9. 1. Main search process

9. 2. query preprocessing

Stemming

Spelling check

Synonym

Query Extension

9. Information Retrieval Model

Set Theory: Boolean Model

Algebra-based: vector space model

Probability Theory: Language Model

Details: 23 ppt pages, video for 41 minutes, no code

10. Lecture 10: Entering the search engine world-Lucene's search process

10. 1. overall architecture of the search process

10.2.Lucene query syntax

10.3.Lucene scoring Mechanism

Key steps for searching 10.4.Lucene

Details: 51 ppt pages. The video is divided into two sets: 45 minutes for the previous set and 35 minutes for the next set. No code is attached.

11th enter the search engine world-several important Lucene queries

11. 1. query the object hierarchy

11. 2. Several advanced query objects

RangeQuery, SpanQuery, FilterQuery

Details: 20 ppt pages, 36 minutes video, with code

12th enter the search engine world-Word Segmentation

12. 1. Common Word Segmentation Methods

Dictionary-based mechanical splitting Algorithm: maximum matching method and Shortest Path Method

Statistics-based splitting Algorithm: N yuan syntax

Word divider in 12.2.Lucene

. Customize your own word Divider

Encapsulate Chinese Emy of Sciences Word Segmentation

Details: ppt 22 pages, video 60 minutes, with code

13. 13th one of Lucene's advanced features

13.1.principles and Applications of payload

13. 2. interval query and use Payload for Interval Query

13. 3. sort by Field and use Payload to sort by Field

13.4.Lucene transaction

Details: ppt page 26, video 30 minutes, with code

14. 14th II on Lucene's advanced features

14.1.Lucene performance bottleneck

. Four methods that affect Lucene's scoring process

Details: 20 ppt pages, video for 51 minutes, with code

15th principles and implementation of Lucene-based Real-time search

15. 1. Principles of real-time search

. Implementation and Code of Real-time search

Details: 12 ppt pages, 33 minutes video, with code

16th about document update in Lucene-based Real-time search

16. 1. How documents are updated in real-time search

16. 2. Document update Implementation and code in real-time search

Details: 17 ppt pages, video for 38 minutes, with code

17. 17th real-time search system framework Zoie

17. 1. Overall Architecture

17. 2. configure a Zoie

17.3.how zoie implements real-time search

17.4.Zoie index process

17.5.Zoie search process

Details: 26 ppt pages, 40 minutes video, no code

18. 18th create a real-time Search System Based on Zoie

18. 1. a Demo of running Zoie

18. 2. overall architecture

18. 3. Implement Your Own Components

Code Implementation of the index component

Search Component code implementation

Real-time search system Demo

Details: ppt 6 pages, video for 41 minutes, with code

19. 19th distributed search framework Sensei

19. 1. Overall Architecture

19. 2. Detailed architecture

19. 3. Configure the Sensei Server

19. 4. Configure the Sensei Client

19.5.Sensei important process

Client Startup Process

Server startup process

Client search process

Server-side search process

Details: 13 ppt pages, video 44 minutes, no code

20th create a distributed search system based on sensei

20. 1. Overall Architecture

. Implement Your Own Components

Server code implementation

Client code implementation

Distributed search system Demo

Details: 6 ppt pages, 57 minutes video, with code