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8 Top Data Science Platform Developers in the World

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Top data science tools and platforms providers across the world. Useful information for data science and data analytics developers.

Data Science is a combination of multiple skills. AI and Machine Learning are part of data science. You can create AI and Machine Learning products with data. 

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Big Data: Hadoop File system checking Utility- fsck

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Hadoop provides file system utility which is called "fsck"

  • Basically, it checks health of all the files under a path
  • It also check health of all the files under the '/'(root)
BIN/HADOOP  fsck  /

- It checks health of all the files

BIN/HADOOP  fsck    /test/

- It checks health of files under the path

How to find which file is healthy:

- It prints out dot for each healthy file

- It will print message for each file, if it is not healthy, also for under replicated blocks, over replicated blocks, mis-replicated blocks, and corrupted blocks.

By default fsck utility cannot do anything for under replicated blocks and over replicated blocks. Hadoop itself heal the blocks.

How to delete corrupted blocks:

BIN/HADOOP  fsck   -delete  block-names

It will delete all corrupted blocks

BIN/HADOOP  fsck   -move  block-names

It will move corrupted blocks to /lost directory

Other options we can use with fsck:
  • -files
  • -blocks
  • -locations
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