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Mastering MongoDB 4.x

You're reading from   Mastering MongoDB 4.x Expert techniques to run high-volume and fault-tolerant database solutions using MongoDB 4.x

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Product type Paperback
Published in Mar 2019
Publisher Packt
ISBN-13 9781789617870
Length 394 pages
Edition 2nd Edition
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Author (1):
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Alex Giamas Alex Giamas
Author Profile Icon Alex Giamas
Alex Giamas
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Toc

Table of Contents (20) Chapters Close

Preface 1. Section 1: Basic MongoDB – Design Goals and Architecture
2. MongoDB – A Database for Modern Web FREE CHAPTER 3. Schema Design and Data Modeling 4. Section 2: Querying Effectively
5. MongoDB CRUD Operations 6. Advanced Querying 7. Multi-Document ACID Transactions 8. Aggregation 9. Indexing 10. Section 3: Administration and Data Management
11. Monitoring, Backup, and Security 12. Storage Engines 13. MongoDB Tooling 14. Harnessing Big Data with MongoDB 15. Section 4: Scaling and High Availability
16. Replication 17. Sharding 18. Fault Tolerance and High Availability 19. Other Books You May Enjoy

Aggregation use case

In this rather lengthy section, we will use the aggregation framework to process data from the Ethereum blockchain.

Using our Python code, we have extracted data from Ethereum and loaded it into our MongoDB database. The relation of the blockchain to our database is shown in the following diagram:

Our data resides in two collections: blocks and transactions.

A sample block document has the following fields:

  • Number of transactions
  • Number of contracted internal transactions
  • Block hash
  • Parent block hash
  • Mining difficulty
  • Gas used
  • Block height

The following code shows the output data from a block:

> db.blocks.findOne()
{
"_id" : ObjectId("595368fbcedea89d3f4fb0ca"),
"number_transactions" : 28,
"timestamp" : NumberLong("1498324744877"),
"gas_used" : 4694483,
"number_internal_transactions" : 4...
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