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gobfs

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Bloom Filter Structure implementation in Go

What's a Bloom Filter

A Bloom filter is a space-efficient probabilistic data structure, conceived by Burton Howard Bloom in 1970, that is used to test whether an element is a member of a set. False positive matches are possible, but false negatives are not โ€“ in other words, a query returns either "possibly in set" or "definitely not in set".

Source from Wikipedia

Install

With a correctly configured Go toolchain:

go get -u github.com/ecorreiax/gobfs

Examples

Create a hash for a specif string and then add this index into the bitset array

func myFunction() {
  h := sha1.New()
  a := [3]string{"apple", "grape", "mango"}
  for _, s := range a {
    idx, _ := hash.CreateHash(h, s)
    hash.AddHash(idx)
  }
}

Check if a specific string is definitely not in the bitset array

func checkString() {
  s := "coconut"
  found := gobfs.Check(u)
  if found {
   // possibly in bitset
  }
  // definitely not in bitset
}

Possibly in bitset means that is not possible to be sure, since differents words after hashed can result in the same index.

Core team

License

This project is under MIT License.

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