Box + Solr = Content Search for Business

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Lucidworks

SFBay Area Solr Meetup - June 18th. "Box + Solr = Content Search for Business" - Wei Zhao, Box.

Technologie

1
Box + Solr = Content Search for
Business
June 2014

2
Wei Zhao
Box backend engineer
wzhao@box.com

3
Box mission
to make organizations more productive,
competitive and collaborative by connecting
people and their most important information

4
25MM+
Users
225K+
Businesses
99%
Fortune 500

5
Box search mission is to make user content
easy to discover.

6
10Billion+
Documents
10TB+
Index size
100M+
Daily requests
Box uses Solr for search

10
Sharding – splitting the index
Agenda
Highly available search
A few more things
1
2
3
4
5 Q&A
Currently working on

13
Multi-tenant – One big logical index for all users
Solr index
Shard1 Shard2 Shard3 ShardN

15
A typical Solr Document
File ID: 12345
OwnerID: user1
Parent Folders IDs: folder1, folder2
File Name: Solr.ppt
File Content: blah
......

16
File 1 File 2
Owner: User1
Parent: Folder1
File 3 File 4
Owner: User2
Parent: Folder3
Owner: User2
Parent: Folder2
Owner: User1
Parent:
Folder1
Folder4

17
User1 with no share folder
File 1 File 2
Owner: User1
Parent: Folder1
File 3 File 4
Owner: User2
Parent: Folder3
Owner: User2
Parent: Folder2
Owner: User1
Parent:
Folder1
Folder4

18
User2 shares Folder2 with User1
File 1 File 2
Owner: User1
Parent: Folder1
File 3 File 4
Owner: User2
Parent: Folder3
Owner: User2
Parent: Folder2
Owner: User1
Parent:
Folder1
Folder4

19
User2 shares Folder2 with User1
File 1 File 2
Owner: User1
Parent: Folder1
File 3 File 4
Owner: User2
Parent: Folder3
Owner: User2
Parent: Folder2
Owner: User1
Parent:
Folder1
Folder4

20
User2 shares Folder2 with User1
File 1 File 2
Owner: User1
Parent: Folder1
File 3 File 4
Owner: User2
Parent: Folder3
Owner: User2
Parent: Folder5
Owner: User1
Parent:
Folder1
Folder4
Removed
out of
Folder2

21
User2 shares Folder2 with User1
File 1 File 2
Owner: User1
Parent: Folder1
File 3 File 4
Owner: User2
Parent: Folder3
Owner: User2
Parent: Folder5
Owner: User1
Parent:
Folder1
Folder4
Removed
out of
Folder2

23
• Index is highly available
• Search functionality is highly available

25
Box
Front
End
Upload
Index Queue
Queue 1
Queue 2
Queue 3
Indexer 1
Indexer 2
Indexer 3
MySQL
Index1
Index2
Index2

27
query HA
Box
Front
End
Proxy
Head
node
1 2 3 N
HA Proxy
Box
Front
End
query
HA
Proxy
Data center boundary
Head
node
HA Proxy
1 2 3 N

30
Box
Front
End
Upload
MySQL Box File
Storage
Indexer
Solr
Index
Text Extraction
Extracted
Text

$32 Raw file content Language detector English tokenizer Spanish tokenizer Japanese tokenizer German tokenizer file_content_en File_content_es {hola} file_content_ja . . . . File_content_de$

33
To Dos
• Scale language support
• Support document with mixed languages

35
• Front end informs backend to warm up on keyboard focus
• Backend prepares the search filter and caches it in a search session
• Backend sends a warm-up query to Solr

37
• Search suggestions
• Search operators
• Use machine learning to influence ranking
• Logical sharding
Things we are working on

39
We are hiring!
Contact: wzhao@box.com

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Box + Solr = Content Search for Business

1. 1 Box + Solr = Content Search for Business June 2014

2. 2 Wei Zhao Box backend engineer wzhao@box.com

3. 3 Box mission to make organizations more productive, competitive and collaborative by connecting people and their most important information

4. 4 25MM+ Users 225K+ Businesses 99% Fortune 500

5. 5 Box search mission is to make user content easy to discover.

6. 6 10Billion+ Documents 10TB+ Index size 100M+ Daily requests Box uses Solr for search

7. 7 Quick Search

8. 8 Quick Search

9. 9 Full Search

10. 10 Sharding – splitting the index Agenda Highly available search A few more things 1 2 3 4 5 Q&A Currently working on

11. 11 We shard things

12. 12 Shard ID = File ID % Total Shards

13. 13 Multi-tenant – One big logical index for all users Solr index Shard1 Shard2 Shard3 ShardN

14. 14 Search scope

15. 15 A typical Solr Document File ID: 12345 OwnerID: user1 Parent Folders IDs: folder1, folder2 File Name: Solr.ppt File Content: blah ......

16. 16 File 1 File 2 Owner: User1 Parent: Folder1 File 3 File 4 Owner: User2 Parent: Folder3 Owner: User2 Parent: Folder2 Owner: User1 Parent: Folder1 Folder4

17. 17 User1 with no share folder File 1 File 2 Owner: User1 Parent: Folder1 File 3 File 4 Owner: User2 Parent: Folder3 Owner: User2 Parent: Folder2 Owner: User1 Parent: Folder1 Folder4

18. 18 User2 shares Folder2 with User1 File 1 File 2 Owner: User1 Parent: Folder1 File 3 File 4 Owner: User2 Parent: Folder3 Owner: User2 Parent: Folder2 Owner: User1 Parent: Folder1 Folder4

19. 19 User2 shares Folder2 with User1 File 1 File 2 Owner: User1 Parent: Folder1 File 3 File 4 Owner: User2 Parent: Folder3 Owner: User2 Parent: Folder2 Owner: User1 Parent: Folder1 Folder4

20. 20 User2 shares Folder2 with User1 File 1 File 2 Owner: User1 Parent: Folder1 File 3 File 4 Owner: User2 Parent: Folder3 Owner: User2 Parent: Folder5 Owner: User1 Parent: Folder1 Folder4 Removed out of Folder2

21. 21 User2 shares Folder2 with User1 File 1 File 2 Owner: User1 Parent: Folder1 File 3 File 4 Owner: User2 Parent: Folder3 Owner: User2 Parent: Folder5 Owner: User1 Parent: Folder1 Folder4 Removed out of Folder2

22. 22 Highly Available Search

23. 23 • Index is highly available • Search functionality is highly available

24. 24 Index workflow

25. 25 Box Front End Upload Index Queue Queue 1 Queue 2 Queue 3 Indexer 1 Indexer 2 Indexer 3 MySQL Index1 Index2 Index2

26. 26 Search workflow

27. 27 query HA Box Front End Proxy Head node 1 2 3 N HA Proxy Box Front End query HA Proxy Data center boundary Head node HA Proxy 1 2 3 N

28. 28 A few more things

29. 29 File Content Search

30. 30 Box Front End Upload MySQL Box File Storage Indexer Solr Index Text Extraction Extracted Text

31. 31 Multi-language support

32. 32 Raw file content Language detector English tokenizer Spanish tokenizer Japanese tokenizer German tokenizer file_content_en File_content_es {hola} file_content_ja . . . . File_content_de

33. 33 To Dos • Scale language support • Support document with mixed languages

34. 34 Search Warm-up

35. 35 • Front end informs backend to warm up on keyboard focus • Backend prepares the search filter and caches it in a search session • Backend sends a warm-up query to Solr

36. 36 What we are working on

37. 37 • Search suggestions • Search operators • Use machine learning to influence ranking • Logical sharding Things we are working on

38. 38 Question?

39. 39 We are hiring! Contact: wzhao@box.com

Notes de l'éditeur

This has changed many of the access patterns to data in the enterprise.
This has changed many of the access patterns to data in the enterprise.
This has changed many of the access patterns to data in the enterprise.

Box + Solr = Content Search for Business

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Notes de l'éditeur