pycld2

https://github.com/abosamoor/pycld2

Science Score: 36.0%

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CITATION.cff file
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codemeta.json file
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1 of 7 committers (14.3%) from academic institutions
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Scientific vocabulary similarity
Low similarity (13.3%) to scientific vocabulary

Last synced: 10 months ago · JSON representation

Repository

Basic Info

Host: GitHub
Owner: aboSamoor
License: apache-2.0
Language: C++
Default Branch: master
Size: 41.7 MB

Statistics

Stars: 173
Watchers: 7
Forks: 64
Open Issues: 38
Releases: 2

Created almost 12 years ago · Last pushed about 1 year ago

Metadata Files

Readme License

PYCLD2 - Python Bindings to CLD2

Python bindings for the Compact Langauge Detect 2 (CLD2).

This package contains forks of:

The cld2 C++ library, developed by Dick Sites
The chromium-compact-language-detector C++ extension module, originally created by Mike McCandless, which has been modified post-fork. These bindings, among other changes, make the support of over 165 languages the default.

The goal of this project is to consolidate the upstream library with its bindings, so the user can pip install one package instead of two.

The LICENSE is the same as Chromium's LICENSE and is included in the LICENSE file for reference.

Installing

bash $ python -m pip install -U pycld2

Example

```python import pycld2 as cld2

isReliable, textBytesFound, details = cld2.detect( "а неправильный формат идентификатора дн назад" )

print(isReliable)

True

details[0]

('RUSSIAN', 'ru', 98, 404.0)

frenLatn = """\ France is the largest country in Western Europe and the third-largest in Europe as a whole. A accès aux chiens et aux frontaux qui lui ont été il peut consulter et modifier ses collections et exporter Cet article concerne le pays européen aujourd’hui appelé République française. Pour d’autres usages du nom France, Pour une aide rapide et effective, veuiller trouver votre aide dans le menu ci-dessus. Motoring events began soon after the construction of the first successful gasoline-fueled automobiles. The quick brown fox jumped over the lazy dog."""

isReliable, textBytesFound, details, vectors = cld2.detect( frenLatn, returnVectors=True ) print(vectors)

((0, 94, 'ENGLISH', 'en'), (94, 329, 'FRENCH', 'fr'), (423, 139, 'ENGLISH', 'en'))

```

API

This package exports one function, detect(). See help(detect) for the full docstring.

The first parameter (utf8Bytes) is the text for which you want to detect language.

utf8Bytes may be either:

str (example: "¼ cup of flour")
bytes that have been encoded using UTF-8 (example: "¼ cup of flour".encode("utf-8"))

Bytes that are not UTF-8 encoded will raise a pycld2.error. For example, passing b"\xbc cup of flour" (which is "¼ cup of flour".encode("latin-1")) will raise.

All other parameters are optional:

| Parameter | Type/Default | Use | | --------- | ------------ | --- | | utf8Bytes | str or bytes* | The text to detect language for. | | isPlainText | bool, default False | If False, then the input is HTML and CLD will skip HTML tags, expand HTML entities, detect HTML <lang ...> tags, etc. | | hintTopLevelDomain | str | E.g., 'id' boosts Indonesian. | | hintLanguage | str | E.g., 'ITALIAN' or 'it' boosts Italian; see cld.LANGUAGES for all known languages. | | hintLanguageHTTPHeaders | str | E.g., 'mi,en' boosts Maori and English. | | hintEncoding | str | E.g, 'SJS' boosts Japanese; see cld.ENCODINGS for all known encodings. | | returnVectors | bool, default False | If True, then the vectors indicating which language was detected in which byte range are returned in addition to details. The vectors are a sequence of (bytesOffset, bytesLength, languageName, languageCode), in order. bytesOffset is the start of the vector, bytesLengthis the length of the vector. Note that there is some added CPU cost if this is True. (Approx. 2x performance hit.) | | debugScoreAsQuads | bool, default False | Normally, several languages are detected solely by their Unicode script. Combined with appropritate lookup tables, this flag forces them instead to be detected via quadgrams. This can be a useful refinement when looking for meaningful text in these languages, instead of just character sets. The default tables do not support this use. | | debugHTML | bool, default False | For each detection call, write an HTML file to stderr, showing the text chunks and their detected languages. See cld2/docs/InterpretingCLD2UnitTestOutput.pdf to interpret this output. | | debugCR | bool, default False | In that HTML file, force a new line for each chunk. | | debugVerbose | bool, default False | In that HTML file, show every lookup entry. | | debugQuiet | bool, default False | In that HTML file, suppress most of the output detail. | | debugEcho | bool, default False | Echo every input buffer to stderr. | | bestEffort | bool, default False | If True, then allow low-quality results for short text, rather than forcing the result to "UNKNOWN_LANGUAGE". This may be of use for those desiring approximate results on short input text, but there is no claim that these result are very good. |

^{*If bytes, must be UTF-8 encoded bytes.}

Constants

This package exports these global constants:

| Constant | Description | | -------- | ----------- | | pycld2.ENCODINGS | list of the encoding names CLD recognizes (if you provide hintEncoding, it must be one of these names). | | pycld2.LANGUAGES | list of languages and their codes (if you provide hintLanguageCode, it must be one of the codes from these codes). | | pycld2.EXTERNAL_LANGUAGES | list of external languages and their codes. | | pycld2.DETECTED_LANGUAGES | list of all detectable languages. |

What About CLD3?

Python bindings for CLD3 are available over here gcld3.

Owner

Name: RAMI ALRFOU
Login: aboSamoor
Kind: user
Location: Mountain View, CA
Company: Google

Website: alrfou.com
Twitter: aboSamoor
Repositories: 35
Profile: https://github.com/aboSamoor

Research Scientist @ Google / Weekdays. --------------------------------------------------------------------------------------- A Bedouin Ranger / Weekends

GitHub Events

Total

Watch event: 11
Issue comment event: 2
Push event: 13
Pull request review event: 2
Pull request event: 5
Fork event: 4
Create event: 1
Commit comment event: 1

Last Year

Watch event: 11
Issue comment event: 2
Push event: 13
Pull request review event: 2
Pull request event: 5
Fork event: 4
Create event: 1
Commit comment event: 1

Committers

Last synced: over 1 year ago

All Time

Total Commits: 66
Total Committers: 7
Avg Commits per committer: 9.429
Development Distribution Score (DDS): 0.576

Past Year

Commits: 6
Committers: 2
Avg Commits per committer: 3.0
Development Distribution Score (DDS): 0.167

Top Committers

Name	Email	Commits
Brad Solomon	b**4@g**m	28
Rami Al-Rfou	r**d@g**m	25
Rami Al-Rfou	r**d@e**u	5
Rami Al-Rfou	R****u	5
nettnikl	n**t@d**g	1
Dobatymo	D****o	1
Daniel Herman	d**n@p**m	1

Committer Domains (Top 20 + Academic)

disroot.org: 1 einstein.nbl.cewit.stonybrook.edu: 1

Issues and Pull Requests

Last synced: 10 months ago

All Time

Total issues: 44
Total pull requests: 21
Average time to close issues: 10 months
Average time to close pull requests: 4 months
Total issue authors: 41
Total pull request authors: 18
Average comments per issue: 2.3
Average comments per pull request: 1.19
Merged pull requests: 6
Bot issues: 0
Bot pull requests: 1

Past Year

Issues: 0
Pull requests: 4
Average time to close issues: N/A
Average time to close pull requests: 4 days
Issue authors: 0
Pull request authors: 3
Average comments per issue: 0
Average comments per pull request: 0.25
Merged pull requests: 2
Bot issues: 0
Bot pull requests: 0

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Top Authors

Issue Authors

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Dobatymo (1)
mrpurpledev (1)
ma7555 (1)
yasaswini1995 (1)
Badiboy (1)
gregtatum (1)
donmonc (1)

Pull Request Authors

detrin (4)
GregBowyer (2)
bsolomon1124 (2)
JakeForsey-Ripjar (2)
fstutz (2)
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Top Labels

Issue Labels

bug (7) build (5) upstream (1)

Pull Request Labels

dependencies (1)

Packages

Total packages: 3
Total downloads:
- pypi 633,973 last-month
Total docker downloads: 934,457,600

Total dependent packages: 28
(may contain duplicates)
Total dependent repositories: 222
(may contain duplicates)
Total versions: 9
Total maintainers: 2

pypi.org: pycld2

Python bindings around Google Chromium's embedded compact language detection library (CLD2)

Homepage: https://github.com/aboSamoor/pycld2
Documentation: https://pycld2.readthedocs.io/
License: Apache2
Latest release: 0.42
published about 1 year ago

Versions: 7
Dependent Packages: 27
Dependent Repositories: 222
Downloads: 633,959 Last month
Docker Downloads: 934,457,600

Rankings

Docker downloads count: 0.3%

Dependent packages count: 0.6%

Downloads: 0.8%

Dependent repos count: 1.0%

Average: 2.4%

Forks count: 5.7%

Stargazers count: 5.9%

Maintainers (1)

aboSamoor

Last synced: 10 months ago

conda-forge.org: pycld2

Homepage: https://github.com/aboSamoor/pycld2
License: Apache-2.0
Latest release: 0.41
published almost 5 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 23.6%

Stargazers count: 27.6%

Average: 28.5%

Dependent packages count: 28.8%

Dependent repos count: 34.0%

Last synced: 10 months ago

pypi.org: pycld2-chatbees-fork

Python bindings around Google Chromium's embedded compact language detection library (CLD2)

Homepage: https://github.com/aboSamoor/pycld2
Documentation: https://pycld2-chatbees-fork.readthedocs.io/
License: Apache2
Latest release: 0.42
published over 2 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 14 Last month

Rankings

Dependent packages count: 9.8%

Average: 37.1%

Dependent repos count: 64.5%

Maintainers (1)

ndb

Last synced: 10 months ago

Dependencies

.github/workflows/pythonpackage.yaml actions

actions/checkout v2 composite
actions/download-artifact v2 composite
actions/setup-python v2 composite
actions/upload-artifact v2 composite
docker/setup-qemu-action v1 composite
pypa/gh-action-pypi-publish master composite

requirements.txt pypi

wheel ==0.23.0

setup.py pypi

pycld2

Science Score: 36.0%

Repository

Basic Info

Statistics

Metadata Files

README.md

PYCLD2 - Python Bindings to CLD2

Installing

Example

True

('RUSSIAN', 'ru', 98, 404.0)

((0, 94, 'ENGLISH', 'en'), (94, 329, 'FRENCH', 'fr'), (423, 139, 'ENGLISH', 'en'))

API

Constants

What About CLD3?

Owner

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

pypi.org: pycld2

Rankings

Maintainers (1)

conda-forge.org: pycld2

Rankings

pypi.org: pycld2-chatbees-fork

Rankings

Maintainers (1)

Dependencies