De-duplication Signature

This library implements algorithms to generates a hash/signature/footprint in order to be used for detecting duplicate documents. The algorithms are suitable for long text such as a news article or web page. A signature can be implemented in a few ways:

• TextProfileSignature: Fuzzy hashing implementation from Apache Nutch for near duplicate detection. It's tunable but works best on longer text.

• Lookup3: 64-bit hash used for exact duplicate detection. This is much faster than MD5 and smaller to store.

Installation

Cargo

Add this to the Cargo.toml:

[dependencies]
dedup_signature = "^0.2.1"

Getting Started

Please follow the installation procedure and then run the following code:

extern crate dedup_signature;

use dedup_signature::generator::*;

fn main(){
  let profile_generator = TextProfileSignature{ ..TextProfileSignature::default() };

  let text = r#"Liberty, in philosophy, involves free will as contrasted with determinism.[1] In politics, liberty consists of the social and political freedoms enjoyed by all citizens.[2] In theology, liberty is freedom from the bondage of sin.[3] Generally, liberty seems to be distinct from freedom in that freedom concerns itself primarily, if not exclusively, with the ability to do as one wills and what one has the power to do; whereas liberty also takes into account the rights of all involved. As such, liberty can be thought of as freedom limited by rights, and therefore cannot be abused."#;

  let sign = profile_generator.generate_sign(&text);

  assert_eq!("6274be1f2560d8c9b8d344513d0b3942", sign);
}

Documentation

Text Profile Signature

First, you need to import the Text Profile Signature generator:

extern crate dedup_signature;

use dedup_signature::generator::text_profile_signature::TextProfileSignature;

Then you need to create a profile struct with the default parameters:

let profile_generator = TextProfileSignature{ ..TextProfileSignature::default() };

Finally, you can generate your signature by calling the generate_sign method:

let text = r#"Liberty, in philosophy, involves free will as contrasted with determinism.[1] In politics, liberty consists of the social and political freedoms enjoyed by all citizens.[2] In theology, liberty is freedom from the bondage of sin.[3] Generally, liberty seems to be distinct from freedom in that freedom concerns itself primarily, if not exclusively, with the ability to do as one wills and what one has the power to do; whereas liberty also takes into account the rights of all involved. As such, liberty can be thought of as freedom limited by rights, and therefore cannot be abused."#;

let sign = profile_generator.generate_sign(&text);

assert_eq!("6274be1f2560d8c9b8d344513d0b3942", sign);

Options

Lookup3

Lookup3 hash generator is 64-bit hash used for exact duplicate detection. This is much faster than MD5 and smaller to store.

First, you need to import lookup3 generator:

extern crate dedup_signature;

use dedup_signature::generator::lookup3_signature::Lookup3Signature;

Then you need to create a profile struct with the default parameters:

let profile_generator = Lookup3Signature { ..Lookup3Signature::default() };

Finally, you can generate your signature by calling the generate_sign method:

let text = r#"Liberty, in philosophy, involves free will as contrasted with determinism.[1] In politics, liberty consists of the social and political freedoms enjoyed by all citizens.[2] In theology, liberty is freedom from the bondage of sin.[3] Generally, liberty seems to be distinct from freedom in that freedom concerns itself primarily, if not exclusively, with the ability to do as one wills and what one has the power to do; whereas liberty also takes into account the rights of all involved. As such, liberty can be thought of as freedom limited by rights, and therefore cannot be abused."#;

let sign = profile_generator.generate_sign_64(&text);

assert_eq!("0682d4d013cb3b2c", sign);

Options

License

Copyright 2016-2017 Hamed Ramezanian Nik

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details.

You should have received a copy of the GNU Lesser General Public License along with this program. If not, see http://www.gnu.org/licenses/.