CFFI bindings around Google Chromium's embedded compact language detection library (CLD2)
CFFI bindings for CLD2
This package contains the CLD (Compact Language Detection) library as maintained by Dick Sites (https://code.google.com/p/cld2/). The first fork was done at revision r161. It also contains python bindings that were originally created by Mike McCandless. The bindings have gone through several hands, with the latest changes being made to rework the bindings for CFFI.
These bindings are identical in API to the original cld2 bindings, and as a result can be used as a drop in replacement.
Should be as simple as
$ pip install cld2-cffi
The latest development version can be installed directly from GitHub:
$ pip install --upgrade 'git+https://github.com/GregBowyer/cld2-cffi.git'
import cld2 isReliable, textBytesFound, details = cld2.detect("This is my sample text") print(' reliable: %s' % (isReliable != 0)) print(' textBytes: %s' % textBytesFound) print(' details: %s' % str(details)) # The output looks like so: # reliable: True # textBytes: 24 # details: (('ENGLISH', 'en', 95, 1736.0), ('Unknown', 'un', 0, 0.0), ('Unknown', 'un', 0, 0.0))
First, you must get your content (plain text or HTML) encoded into UTF8 bytes. Then, detect like this:
isReliable, textBytesFound, details = cld2.detect(bytes)
- is True if the top language is much better than 2nd best language.
- tells you how many actual bytes CLD analyzed (after removing HTML tags, collapsing areas of too-many-spaces, etc.).
- has an entry per top 3 languages that matched, that includes the percent confidence of the match as well as a separate normalized score.
The module exports these global constants:
- list of the encoding names CLD recognizes (if you provide hintEncoding, it must be one of these names).
- list of languages and their codes (if you provide hintLanguageCode, it must be one of the codes from these codes).
- list of external languages and their codes. Note that external languages cannot be hinted, but may be matched if you pass includeExtendedLanguages=True (the default).
- list of all detectable languages, as best I can determine (this was reverse engineered from a unit test, ie it contains a language X if that language was tested and passes for at least one example text).
Please see BUG_REPORTS.
Please see CONTRIBUTING.
Please see LICENSE.