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setup.py
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setup.py
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# Standard library imports
import distutils.cmd
import distutils.log
import itertools
import logging
import os
import subprocess
import sys
from pathlib import Path
from textwrap import dedent
# Third-party imports
from setuptools import find_namespace_packages, setup
ROOT = Path(__file__).parent
SRC = ROOT / "src"
GPU_SUPPORT = 0 == int(
subprocess.call(
"nvidia-smi",
shell=True,
stdout=open(os.devnull, "w"),
stderr=open(os.devnull, "w"),
)
)
try:
from sphinx import apidoc, setup_command
HAS_SPHINX = True
except ImportError:
logging.warning(
"Package 'sphinx' not found. You will not be able to build the docs."
)
HAS_SPHINX = False
def read(*names, encoding="utf8"):
with (ROOT / Path(*names)).open(encoding=encoding) as fp:
return fp.read()
def find_requirements(filename):
with (ROOT / "requirements" / filename).open() as f:
mxnet_old = "mxnet"
mxnet_new = "mxnet-cu92mkl" if GPU_SUPPORT else mxnet_old
return [
line.rstrip().replace(mxnet_old, mxnet_new, 1)
for line in f
if not (line.startswith("#") or line.startswith("http"))
]
def get_version_and_cmdclass(version_file):
with open(version_file) as fobj:
code = fobj.read()
globals_ = {"__file__": str(version_file)}
exec(code, globals_)
return globals_["__version__"], globals_["cmdclass"]()
version, version_cmdclass = get_version_and_cmdclass("src/gluonts/_version.py")
class TypeCheckCommand(distutils.cmd.Command):
"""A custom command to run MyPy on the project sources."""
description = "run MyPy on Python source files"
user_options = []
def initialize_options(self):
pass
def finalize_options(self):
pass
def run(self):
"""Run command."""
# import here (after the setup_requires list is loaded),
# otherwise a module-not-found error is thrown
import mypy.api
mypy_opts = ["--follow-imports=silent", "--ignore-missing-imports"]
mypy_args = [str(p.parent.resolve()) for p in SRC.glob("**/.typesafe")]
print(
"the following folders contain a `.typesafe` marker file "
"and will be type-checked with `mypy`:"
)
print("\n".join([" " + arg for arg in mypy_args]))
std_out, std_err, exit_code = mypy.api.run(mypy_opts + mypy_args)
print(std_out, file=sys.stdout)
print(std_err, file=sys.stderr)
if exit_code:
error_msg = dedent(
f"""
Mypy command
mypy {" ".join(mypy_opts + mypy_args)}
returned a non-zero exit code. Fix the type errors listed above
and then run
python setup.py type_check
in order to validate your fixes.
"""
).lstrip()
print(error_msg, file=sys.stderr)
sys.exit(exit_code)
class StyleCheckCommand(distutils.cmd.Command):
"""A custom command to run MyPy on the project sources."""
description = "run Black style check on Python source files"
user_options = []
def initialize_options(self):
pass
def finalize_options(self):
pass
def run(self):
"""Run command."""
# import here (after the setup_requires list is loaded),
# otherwise a module-not-found error is thrown
import click
import black
black_opts = []
black_args = [
str(ROOT / folder)
for folder in ["src", "test", "examples"]
if (ROOT / folder).is_dir()
]
print(
"Python files in the following folders will be style-checked "
"with `black`:"
)
print("\n".join([" " + arg for arg in black_args]))
# a more direct way to call black
# this bypasses the problematic `_verify_python3_env` call in
# `click.BaseCommand.main`, which brakes things on Brazil builds
ctx = black.main.make_context(
info_name="black", args=["--check"] + black_opts + black_args
)
try:
exit_code = black.main.invoke(ctx)
except SystemExit as e:
exit_code = e.code
except click.exceptions.Exit as e:
exit_code = e.exit_code
if exit_code:
error_msg = dedent(
f"""
Black command
black {" ".join(['--check'] + black_opts + black_args)}
returned a non-zero exit code. Fix the files listed above with
black {" ".join(black_opts + black_args)}
and then run
python setup.py style_check
in order to validate your fixes.
"""
).lstrip()
print(error_msg, file=sys.stderr)
sys.exit(exit_code)
docs_require = find_requirements("requirements-docs.txt")
tests_require = find_requirements("requirements-test.txt")
sagemaker_api_require = find_requirements(
"requirements-extras-sagemaker-sdk.txt"
)
shell_require = find_requirements("requirements-extras-shell.txt")
setup_requires = find_requirements("requirements-setup.txt")
dev_require = (
docs_require
+ tests_require
+ shell_require
+ setup_requires
+ sagemaker_api_require
)
setup_kwargs: dict = dict(
name="gluonts",
version=version,
description=(
"GluonTS is a Python toolkit for probabilistic time series modeling, "
"built around MXNet."
),
long_description=read("README.md"),
long_description_content_type="text/markdown",
url="https://github.com/awslabs/gluon-ts",
author="Amazon",
author_email="gluon-ts-dev@amazon.com",
maintainer_email="gluon-ts-dev@amazon.com",
license="Apache License 2.0",
python_requires=">= 3.6",
package_dir={"": "src"},
packages=find_namespace_packages(include=["gluonts*"], where=str(SRC)),
include_package_data=True,
setup_requires=setup_requires,
install_requires=find_requirements("requirements.txt"),
tests_require=tests_require,
extras_require={
"dev": dev_require,
"docs": docs_require,
"R": find_requirements("requirements-extras-r.txt"),
"Prophet": find_requirements("requirements-extras-prophet.txt"),
"shell": shell_require,
},
entry_points=dict(
gluonts_forecasters=[
"deepar=gluonts.model.deepar:DeepAREstimator",
"DeepAR=gluonts.model.deepar:DeepAREstimator",
"DeepFactor=gluonts.model.deep_factor:DeepFactorEstimator",
"DeepState=gluonts.model.deepstate:DeepStateEstimator",
"DeepVAR=gluonts.model.deepvar:DeepVAREstimator",
"GaussianProcess=gluonts.model.gp_forecaster:GaussianProcessEstimator",
"GPVAR=gluonts.model.gpvar:GPVAREstimator",
"LSTNet=gluonts.model.lstnet:LSTNetEstimator",
"NBEATS=gluonts.model.n_beats:NBEATSEstimator",
"NBEATSEnsemble=gluonts.model.n_beats:NBEATSEnsembleEstimator",
"NPTS=gluonts.model.npts:NPTSPredictor",
"Rotbaum=gluonts.model.rotbaum:TreeEstimator",
"SelfAttention=gluonts.model.san:SelfAttentionEstimator",
"SeasonalNaive=gluonts.model.seasonal_naive:SeasonalNaivePredictor",
"MQCNN=gluonts.model.seq2seq:MQCNNEstimator",
"MQRNN=gluonts.model.seq2seq:MQRNNEstimator",
"Seq2Seq=gluonts.model.seq2seq:Seq2SeqEstimator",
"SimpleFeedForward=gluonts.model.simple_feedforward:SimpleFeedForwardEstimator",
"TFT=gluonts.model.tft:TemporalFusionTransformerEstimator",
"DeepTPP=gluonts.model.tpp:DeepTPPEstimator",
"Transformer=gluonts.model.transformer:TransformerEstimator",
"Constant=gluonts.model.trivial.constant:ConstantPredictor",
"ConstantValue=gluonts.model.trivial.constant:ConstantValuePredictor",
"Identity=gluonts.model.trivial.identity:IdentityPredictor",
"Mean=gluonts.model.trivial.mean:MeanEstimator",
"MeanPredictor=gluonts.model.trivial.mean:MeanPredictor",
"MovingAverage=gluonts.model.trivial.mean:MovingAveragePredictor",
"WaveNet=gluonts.model.wavenet:WaveNetEstimator",
# "r=gluonts.model.r_forecast:RForecastPredictor [R]",
# "prophet=gluonts.model.prophet:ProphetPredictor [Prophet]",
]
),
cmdclass={
"type_check": TypeCheckCommand,
"style_check": StyleCheckCommand,
**version_cmdclass,
},
)
if HAS_SPHINX:
class BuildApiDoc(setup_command.BuildDoc):
def run(self):
args = list(
itertools.chain(
["-f"], # force re-generation
["-P"], # include private modules
["--implicit-namespaces"], # respect PEP420
["-o", str(ROOT / "docs" / "api" / "gluonts")], # out path
[str(SRC / "gluonts")], # in path
["setup*", "test", "docs", "*pycache*"], # excluded paths
)
)
apidoc.main(args)
super(BuildApiDoc, self).run()
for command in ["build_sphinx", "doc", "docs"]:
setup_kwargs["cmdclass"][command] = BuildApiDoc
# -----------------------------------------------------------------------------
# start of AWS-internal section (DO NOT MODIFY THIS SECTION)!
#
# all AWS-internal configuration goes here
#
# end of AWS-internal section (DO NOT MODIFY THIS SECTION)!
# -----------------------------------------------------------------------------
# do the work
if __name__ == "__main__":
setup(**setup_kwargs)