mirror of
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wip
This commit is contained in:
OlivierDehaene
parent
cd5961b5da
commit
c543b9c585
158
clients/python/.gitignore
vendored
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158
clients/python/.gitignore
vendored
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@ -0,0 +1,158 @@
|
||||
# Byte-compiled / optimized / DLL files
|
||||
__pycache__/
|
||||
text_generation/__pycache__/
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||||
text_generation/pb/__pycache__/
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||||
*.py[cod]
|
||||
*$py.class
|
||||
|
||||
# C extensions
|
||||
*.so
|
||||
|
||||
# Distribution / packaging
|
||||
.Python
|
||||
build/
|
||||
develop-eggs/
|
||||
dist/
|
||||
downloads/
|
||||
eggs/
|
||||
.eggs/
|
||||
lib/
|
||||
lib64/
|
||||
parts/
|
||||
sdist/
|
||||
var/
|
||||
wheels/
|
||||
share/python-wheels/
|
||||
*.egg-info/
|
||||
.installed.cfg
|
||||
*.egg
|
||||
MANIFEST
|
||||
|
||||
# PyInstaller
|
||||
# Usually these files are written by a python script from a template
|
||||
# before PyInstaller builds the exe, so as to inject date/other infos into it.
|
||||
*.manifest
|
||||
*.spec
|
||||
|
||||
# Installer logs
|
||||
pip-log.txt
|
||||
pip-delete-this-directory.txt
|
||||
|
||||
# Unit test / coverage reports
|
||||
htmlcov/
|
||||
.tox/
|
||||
.nox/
|
||||
.coverage
|
||||
.coverage.*
|
||||
.cache
|
||||
nosetests.xml
|
||||
coverage.xml
|
||||
*.cover
|
||||
*.py,cover
|
||||
.hypothesis/
|
||||
.pytest_cache/
|
||||
cover/
|
||||
|
||||
# Translations
|
||||
*.mo
|
||||
*.pot
|
||||
|
||||
# Django stuff:
|
||||
*.log
|
||||
local_settings.py
|
||||
db.sqlite3
|
||||
db.sqlite3-journal
|
||||
|
||||
# Flask stuff:
|
||||
instance/
|
||||
.webassets-cache
|
||||
|
||||
# Scrapy stuff:
|
||||
.scrapy
|
||||
|
||||
# Sphinx documentation
|
||||
docs/_build/
|
||||
|
||||
# PyBuilder
|
||||
.pybuilder/
|
||||
target/
|
||||
|
||||
# Jupyter Notebook
|
||||
.ipynb_checkpoints
|
||||
|
||||
# IPython
|
||||
profile_default/
|
||||
ipython_config.py
|
||||
|
||||
# pyenv
|
||||
# For a library or package, you might want to ignore these files since the code is
|
||||
# intended to run in multiple environments; otherwise, check them in:
|
||||
# .python-version
|
||||
|
||||
# pipenv
|
||||
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
|
||||
# However, in case of collaboration, if having platform-specific dependencies or dependencies
|
||||
# having no cross-platform support, pipenv may install dependencies that don't work, or not
|
||||
# install all needed dependencies.
|
||||
#Pipfile.lock
|
||||
|
||||
# poetry
|
||||
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
|
||||
# This is especially recommended for binary packages to ensure reproducibility, and is more
|
||||
# commonly ignored for libraries.
|
||||
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
|
||||
#poetry.lock
|
||||
|
||||
# pdm
|
||||
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
|
||||
#pdm.lock
|
||||
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
|
||||
# in version control.
|
||||
# https://pdm.fming.dev/#use-with-ide
|
||||
.pdm.toml
|
||||
|
||||
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
|
||||
__pypackages__/
|
||||
|
||||
# Celery stuff
|
||||
celerybeat-schedule
|
||||
celerybeat.pid
|
||||
|
||||
# SageMath parsed files
|
||||
*.sage.py
|
||||
|
||||
# Environments
|
||||
.env
|
||||
.venv
|
||||
env/
|
||||
venv/
|
||||
ENV/
|
||||
env.bak/
|
||||
venv.bak/
|
||||
|
||||
# Spyder project settings
|
||||
.spyderproject
|
||||
.spyproject
|
||||
|
||||
# Rope project settings
|
||||
.ropeproject
|
||||
|
||||
# mkdocs documentation
|
||||
/site
|
||||
|
||||
# mypy
|
||||
.mypy_cache/
|
||||
.dmypy.json
|
||||
dmypy.json
|
||||
|
||||
# Pyre type checker
|
||||
.pyre/
|
||||
|
||||
# pytype static type analyzer
|
||||
.pytype/
|
||||
|
||||
# Cython debug symbols
|
||||
cython_debug/
|
||||
|
||||
transformers
|
||||
safetensors
|
||||
580
clients/python/poetry.lock
generated
Normal file
580
clients/python/poetry.lock
generated
Normal file
@ -0,0 +1,580 @@
|
||||
[[package]]
|
||||
name = "aiohttp"
|
||||
version = "3.8.4"
|
||||
description = "Async http client/server framework (asyncio)"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.6"
|
||||
|
||||
[package.dependencies]
|
||||
aiosignal = ">=1.1.2"
|
||||
async-timeout = ">=4.0.0a3,<5.0"
|
||||
attrs = ">=17.3.0"
|
||||
charset-normalizer = ">=2.0,<4.0"
|
||||
frozenlist = ">=1.1.1"
|
||||
multidict = ">=4.5,<7.0"
|
||||
yarl = ">=1.0,<2.0"
|
||||
|
||||
[package.extras]
|
||||
speedups = ["Brotli", "aiodns", "cchardet"]
|
||||
|
||||
[[package]]
|
||||
name = "aiosignal"
|
||||
version = "1.3.1"
|
||||
description = "aiosignal: a list of registered asynchronous callbacks"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
|
||||
[package.dependencies]
|
||||
frozenlist = ">=1.1.0"
|
||||
|
||||
[[package]]
|
||||
name = "async-timeout"
|
||||
version = "4.0.2"
|
||||
description = "Timeout context manager for asyncio programs"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.6"
|
||||
|
||||
[[package]]
|
||||
name = "attrs"
|
||||
version = "22.2.0"
|
||||
description = "Classes Without Boilerplate"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.6"
|
||||
|
||||
[package.extras]
|
||||
cov = ["attrs[tests]", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
|
||||
dev = ["attrs[docs,tests]"]
|
||||
docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope.interface"]
|
||||
tests = ["attrs[tests-no-zope]", "zope.interface"]
|
||||
tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=0.971,<0.990)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
|
||||
tests_no_zope = ["cloudpickle", "hypothesis", "mypy (>=0.971,<0.990)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
|
||||
|
||||
[[package]]
|
||||
name = "charset-normalizer"
|
||||
version = "3.1.0"
|
||||
description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7.0"
|
||||
|
||||
[[package]]
|
||||
name = "frozenlist"
|
||||
version = "1.3.3"
|
||||
description = "A list-like structure which implements collections.abc.MutableSequence"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
|
||||
[[package]]
|
||||
name = "idna"
|
||||
version = "3.4"
|
||||
description = "Internationalized Domain Names in Applications (IDNA)"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.5"
|
||||
|
||||
[[package]]
|
||||
name = "multidict"
|
||||
version = "6.0.4"
|
||||
description = "multidict implementation"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
|
||||
[[package]]
|
||||
name = "pydantic"
|
||||
version = "1.10.5"
|
||||
description = "Data validation and settings management using python type hints"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
|
||||
[package.dependencies]
|
||||
typing-extensions = ">=4.2.0"
|
||||
|
||||
[package.extras]
|
||||
dotenv = ["python-dotenv (>=0.10.4)"]
|
||||
email = ["email-validator (>=1.0.3)"]
|
||||
|
||||
[[package]]
|
||||
name = "typing-extensions"
|
||||
version = "4.5.0"
|
||||
description = "Backported and Experimental Type Hints for Python 3.7+"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
|
||||
[[package]]
|
||||
name = "yarl"
|
||||
version = "1.8.2"
|
||||
description = "Yet another URL library"
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
|
||||
[package.dependencies]
|
||||
idna = ">=2.0"
|
||||
multidict = ">=4.0"
|
||||
|
||||
[metadata]
|
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lock-version = "1.1"
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||||
python-versions = "^3.9"
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content-hash = "b1b9949a4e7006b90d2bf0189f00b0ac4ad70e3056ac98a4cc4e3949ad16f084"
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||||
|
||||
[metadata.files]
|
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aiohttp = [
|
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|
||||
{file = "yarl-1.8.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:ceff9722e0df2e0a9e8a79c610842004fa54e5b309fe6d218e47cd52f791d7ef"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3f6b4aca43b602ba0f1459de647af954769919c4714706be36af670a5f44c9c1"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1684a9bd9077e922300ecd48003ddae7a7474e0412bea38d4631443a91d61077"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ebb78745273e51b9832ef90c0898501006670d6e059f2cdb0e999494eb1450c2"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3adeef150d528ded2a8e734ebf9ae2e658f4c49bf413f5f157a470e17a4a2e89"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:57a7c87927a468e5a1dc60c17caf9597161d66457a34273ab1760219953f7f4c"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:efff27bd8cbe1f9bd127e7894942ccc20c857aa8b5a0327874f30201e5ce83d0"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:a783cd344113cb88c5ff7ca32f1f16532a6f2142185147822187913eb989f739"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:705227dccbe96ab02c7cb2c43e1228e2826e7ead880bb19ec94ef279e9555b5b"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:34c09b43bd538bf6c4b891ecce94b6fa4f1f10663a8d4ca589a079a5018f6ed7"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:a48f4f7fea9a51098b02209d90297ac324241bf37ff6be6d2b0149ab2bd51b37"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-win32.whl", hash = "sha256:0414fd91ce0b763d4eadb4456795b307a71524dbacd015c657bb2a39db2eab89"},
|
||||
{file = "yarl-1.8.2-cp37-cp37m-win_amd64.whl", hash = "sha256:d881d152ae0007809c2c02e22aa534e702f12071e6b285e90945aa3c376463c5"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:5df5e3d04101c1e5c3b1d69710b0574171cc02fddc4b23d1b2813e75f35a30b1"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:7a66c506ec67eb3159eea5096acd05f5e788ceec7b96087d30c7d2865a243918"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:2b4fa2606adf392051d990c3b3877d768771adc3faf2e117b9de7eb977741229"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1e21fb44e1eff06dd6ef971d4bdc611807d6bd3691223d9c01a18cec3677939e"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:93202666046d9edadfe9f2e7bf5e0782ea0d497b6d63da322e541665d65a044e"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fc77086ce244453e074e445104f0ecb27530d6fd3a46698e33f6c38951d5a0f1"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:64dd68a92cab699a233641f5929a40f02a4ede8c009068ca8aa1fe87b8c20ae3"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1b372aad2b5f81db66ee7ec085cbad72c4da660d994e8e590c997e9b01e44901"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:e6f3515aafe0209dd17fb9bdd3b4e892963370b3de781f53e1746a521fb39fc0"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:dfef7350ee369197106805e193d420b75467b6cceac646ea5ed3049fcc950a05"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:728be34f70a190566d20aa13dc1f01dc44b6aa74580e10a3fb159691bc76909d"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:ff205b58dc2929191f68162633d5e10e8044398d7a45265f90a0f1d51f85f72c"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:baf211dcad448a87a0d9047dc8282d7de59473ade7d7fdf22150b1d23859f946"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-win32.whl", hash = "sha256:272b4f1599f1b621bf2aabe4e5b54f39a933971f4e7c9aa311d6d7dc06965165"},
|
||||
{file = "yarl-1.8.2-cp38-cp38-win_amd64.whl", hash = "sha256:326dd1d3caf910cd26a26ccbfb84c03b608ba32499b5d6eeb09252c920bcbe4f"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:f8ca8ad414c85bbc50f49c0a106f951613dfa5f948ab69c10ce9b128d368baf8"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:418857f837347e8aaef682679f41e36c24250097f9e2f315d39bae3a99a34cbf"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ae0eec05ab49e91a78700761777f284c2df119376e391db42c38ab46fd662b77"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:009a028127e0a1755c38b03244c0bea9d5565630db9c4cf9572496e947137a87"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3edac5d74bb3209c418805bda77f973117836e1de7c000e9755e572c1f7850d0"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:da65c3f263729e47351261351b8679c6429151ef9649bba08ef2528ff2c423b2"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0ef8fb25e52663a1c85d608f6dd72e19bd390e2ecaf29c17fb08f730226e3a08"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bcd7bb1e5c45274af9a1dd7494d3c52b2be5e6bd8d7e49c612705fd45420b12d"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:44ceac0450e648de86da8e42674f9b7077d763ea80c8ceb9d1c3e41f0f0a9951"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:97209cc91189b48e7cfe777237c04af8e7cc51eb369004e061809bcdf4e55220"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:48dd18adcf98ea9cd721a25313aef49d70d413a999d7d89df44f469edfb38a06"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:e59399dda559688461762800d7fb34d9e8a6a7444fd76ec33220a926c8be1516"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:d617c241c8c3ad5c4e78a08429fa49e4b04bedfc507b34b4d8dceb83b4af3588"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-win32.whl", hash = "sha256:cb6d48d80a41f68de41212f3dfd1a9d9898d7841c8f7ce6696cf2fd9cb57ef83"},
|
||||
{file = "yarl-1.8.2-cp39-cp39-win_amd64.whl", hash = "sha256:6604711362f2dbf7160df21c416f81fac0de6dbcf0b5445a2ef25478ecc4c778"},
|
||||
{file = "yarl-1.8.2.tar.gz", hash = "sha256:49d43402c6e3013ad0978602bf6bf5328535c48d192304b91b97a3c6790b1562"},
|
||||
]
|
||||
15
clients/python/pyproject.toml
Normal file
15
clients/python/pyproject.toml
Normal file
@ -0,0 +1,15 @@
|
||||
[tool.poetry]
|
||||
name = "text_generation_inference"
|
||||
version = "0.3.2"
|
||||
description = "Text Generation Inference Python Client"
|
||||
authors = ["Olivier Dehaene <olivier@huggingface.co>"]
|
||||
|
||||
[tool.poetry.dependencies]
|
||||
python = "^3.9"
|
||||
pydantic = "^1.10.5"
|
||||
aiohttp = "^3.8.4"
|
||||
|
||||
|
||||
[build-system]
|
||||
requires = ["poetry-core"]
|
||||
build-backend = "poetry.core.masonry.api"
|
||||
3
clients/python/text_generation_inference/async_client.py
Normal file
3
clients/python/text_generation_inference/async_client.py
Normal file
@ -0,0 +1,3 @@
|
||||
# class AsyncClient:
|
||||
|
||||
from asyncio import
|
||||
0
clients/python/text_generation_inference/client.py
Normal file
0
clients/python/text_generation_inference/client.py
Normal file
108
clients/python/text_generation_inference/types.py
Normal file
108
clients/python/text_generation_inference/types.py
Normal file
@ -0,0 +1,108 @@
|
||||
from enum import Enum
|
||||
from pydantic import BaseModel, validator
|
||||
from typing import Optional, List, Type
|
||||
|
||||
|
||||
class ValidationError(Exception):
|
||||
def __init__(self, message: str):
|
||||
super().__init__(message)
|
||||
|
||||
|
||||
class GenerationError(Exception):
|
||||
def __init__(self, message: str):
|
||||
super().__init__(message)
|
||||
|
||||
|
||||
class OverloadedError(Exception):
|
||||
def __init__(self, message: str):
|
||||
super().__init__(message)
|
||||
|
||||
|
||||
class IncompleteGenerationError(Exception):
|
||||
def __init__(self, message: str):
|
||||
super().__init__(message)
|
||||
|
||||
|
||||
class InferenceAPIError(Exception):
|
||||
def __init__(self, message: str):
|
||||
super(InferenceAPIError, self).__init__(message)
|
||||
|
||||
|
||||
class ErrorType(str, Enum):
|
||||
generation = "generation"
|
||||
incomplete_generation = "incomplete_generation"
|
||||
overloaded = "overloaded"
|
||||
validation = "validation"
|
||||
|
||||
def to_exception_type(self) -> Type[Exception]:
|
||||
if self == ErrorType.generation:
|
||||
return GenerationError
|
||||
if self == ErrorType.incomplete_generation:
|
||||
return IncompleteGenerationError
|
||||
if self == ErrorType.overloaded:
|
||||
return OverloadedError
|
||||
if self == ErrorType.validation:
|
||||
return ValidationError
|
||||
raise ValueError("Unknown error")
|
||||
|
||||
|
||||
class ErrorModel(BaseModel):
|
||||
error_type: Optional[ErrorType]
|
||||
error: str
|
||||
|
||||
def to_exception(self) -> Exception:
|
||||
if self.error_type is not None:
|
||||
return self.error_type.to_exception_type()(self.error)
|
||||
return InferenceAPIError(self.error)
|
||||
|
||||
|
||||
class Parameters(BaseModel):
|
||||
do_sample: bool = False
|
||||
max_new_tokens: int = 20
|
||||
repetition_penalty: Optional[float] = None
|
||||
return_full_text: bool = False
|
||||
seed: Optional[int]
|
||||
stop: Optional[List[str]]
|
||||
temperature: Optional[float]
|
||||
top_k: Optional[int]
|
||||
top_p: Optional[float]
|
||||
watermark: bool = False
|
||||
|
||||
@validator("seed")
|
||||
def valid_seed(cls, v):
|
||||
if v is not None and v is v < 0:
|
||||
raise ValidationError("`seed` must be strictly positive")
|
||||
return v
|
||||
|
||||
@validator("temperature")
|
||||
def valid_temp(cls, v):
|
||||
if v is not None and v < 0:
|
||||
raise ValidationError("`temperature` must be strictly positive")
|
||||
return v
|
||||
|
||||
@validator("top_k")
|
||||
def valid_top_k(cls, v):
|
||||
if v is not None and v < 0:
|
||||
raise ValidationError("`top_k` must be strictly positive")
|
||||
return v
|
||||
|
||||
@validator("top_p")
|
||||
def valid_top_p(cls, v):
|
||||
if v is not None and (v <= 0 or v > 1.0):
|
||||
raise ValidationError("`top_p` must be > 0.0 and <= 1.0")
|
||||
return v
|
||||
|
||||
|
||||
class Response(BaseModel):
|
||||
generated_text: str
|
||||
|
||||
|
||||
class Token(BaseModel):
|
||||
id: int
|
||||
text: str
|
||||
logprob: float
|
||||
special: bool
|
||||
|
||||
|
||||
class StreamResponse(BaseModel):
|
||||
token: Token
|
||||
@ -439,3 +439,14 @@ pub enum InferError {
|
||||
#[error("Incomplete generation")]
|
||||
IncompleteGeneration,
|
||||
}
|
||||
|
||||
impl InferError {
|
||||
pub(crate) fn error_type(&self) -> &str {
|
||||
match self {
|
||||
InferError::GenerationError(_) => "generation",
|
||||
InferError::Overloaded(_) => "overloaded",
|
||||
InferError::ValidationError(_) => "validation",
|
||||
InferError::IncompleteGeneration => "incomplete_generation",
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@ -14,18 +14,18 @@ use validation::Validation;
|
||||
pub(crate) struct GenerateParameters {
|
||||
#[serde(default)]
|
||||
#[schema(
|
||||
exclusive_minimum = 0.0,
|
||||
nullable = true,
|
||||
default = "null",
|
||||
example = 0.5
|
||||
exclusive_minimum = 0.0,
|
||||
nullable = true,
|
||||
default = "null",
|
||||
example = 0.5
|
||||
)]
|
||||
pub temperature: Option<f32>,
|
||||
#[serde(default)]
|
||||
#[schema(
|
||||
exclusive_minimum = 0.0,
|
||||
nullable = true,
|
||||
default = "null",
|
||||
example = 1.03
|
||||
exclusive_minimum = 0.0,
|
||||
nullable = true,
|
||||
default = "null",
|
||||
example = 1.03
|
||||
)]
|
||||
pub repetition_penalty: Option<f32>,
|
||||
#[serde(default)]
|
||||
@ -33,11 +33,11 @@ pub(crate) struct GenerateParameters {
|
||||
pub top_k: Option<i32>,
|
||||
#[serde(default)]
|
||||
#[schema(
|
||||
exclusive_minimum = 0.0,
|
||||
maximum = 1.0,
|
||||
nullable = true,
|
||||
default = "null",
|
||||
example = 0.95
|
||||
exclusive_minimum = 0.0,
|
||||
maximum = 1.0,
|
||||
nullable = true,
|
||||
default = "null",
|
||||
example = 0.95
|
||||
)]
|
||||
pub top_p: Option<f32>,
|
||||
#[serde(default)]
|
||||
@ -185,6 +185,6 @@ pub(crate) struct StreamResponse {
|
||||
|
||||
#[derive(Serialize, ToSchema)]
|
||||
pub(crate) struct ErrorResponse {
|
||||
#[schema(inline)]
|
||||
pub error: String,
|
||||
pub error_type: String,
|
||||
}
|
||||
|
||||
@ -554,6 +554,7 @@ impl From<InferError> for (StatusCode, Json<ErrorResponse>) {
|
||||
status_code,
|
||||
Json(ErrorResponse {
|
||||
error: err.to_string(),
|
||||
error_type: err.error_type().to_string(),
|
||||
}),
|
||||
)
|
||||
}
|
||||
@ -564,6 +565,7 @@ impl From<InferError> for Event {
|
||||
Event::default()
|
||||
.json_data(ErrorResponse {
|
||||
error: err.to_string(),
|
||||
error_type: err.error_type().to_string(),
|
||||
})
|
||||
.unwrap()
|
||||
}
|
||||
|
||||
@ -271,23 +271,23 @@ pub(crate) struct ValidGenerateRequest {
|
||||
|
||||
#[derive(Error, Debug)]
|
||||
pub enum ValidationError {
|
||||
#[error("temperature must be strictly positive")]
|
||||
#[error("`temperature` must be strictly positive")]
|
||||
Temperature,
|
||||
#[error("repetition_penalty must be strictly positive")]
|
||||
#[error("`repetition_penalty` must be strictly positive")]
|
||||
RepetitionPenalty,
|
||||
#[error("top_p must be > 0.0 and <= 1.0")]
|
||||
#[error("`top_p` must be > 0.0 and <= 1.0")]
|
||||
TopP,
|
||||
#[error("top_k must be strictly positive")]
|
||||
#[error("`top_k` must be strictly positive")]
|
||||
TopK,
|
||||
#[error("max_new_tokens must be strictly positive")]
|
||||
#[error("`max_new_tokens` must be strictly positive")]
|
||||
MaxNewTokens,
|
||||
#[error("input tokens + max_new_tokens must be <= {0}. Given: {1} input tokens and {2} max_new_tokens")]
|
||||
#[error("`inputs` tokens + `max_new_tokens` must be <= {0}. Given: {1} `inputs` tokens and {2} `max_new_tokens`")]
|
||||
MaxTotalTokens(usize, usize, u32),
|
||||
#[error("inputs must have less than {0} tokens. Given: {1}")]
|
||||
#[error("`inputs` must have less than {0} tokens. Given: {1}")]
|
||||
InputLength(usize, usize),
|
||||
#[error("inputs cannot be empty")]
|
||||
#[error("`inputs` cannot be empty")]
|
||||
EmptyInput,
|
||||
#[error("stop supports up to {0} stop sequences. Given: {1}")]
|
||||
#[error("`stop` supports up to {0} stop sequences. Given: {1}")]
|
||||
StopSequence(usize, usize),
|
||||
#[error("tokenizer error {0}")]
|
||||
Tokenizer(String),
|
||||
|
||||
Loading…
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