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From GitBox <...@apache.org>
Subject [GitHub] [incubator-mxnet] leezu commented on a change in pull request #17808: Windows dev environment configuration, update install instructions from source in the docs
Date Wed, 11 Mar 2020 03:30:25 GMT
leezu commented on a change in pull request #17808: Windows dev environment configuration,
update install instructions from source in the docs
URL: https://github.com/apache/incubator-mxnet/pull/17808#discussion_r390727660
 
 

 ##########
 File path: ci/windows_dev_env/windows_deps_headless_installer.py
 ##########
 @@ -0,0 +1,429 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+
+"""Dependency installer for Windows"""
+
+__author__ = 'Pedro Larroy, Chance Bair'
+__version__ = '0.2'
+
+import argparse
+import errno
+import logging
+import os
+import psutil
+import shutil
+import subprocess
+import urllib
+import stat
+import tempfile
+import zipfile
+from time import sleep
+from urllib.error import HTTPError
+import logging
+from subprocess import check_output, check_call, call
+import re
+import sys
+import urllib.request
+import contextlib
+
+import ssl
+
+ssl._create_default_https_context = ssl._create_unverified_context
+
+log = logging.getLogger(__name__)
+
+
+DEPS = {
+    'openblas': 'https://windows-post-install.s3-us-west-2.amazonaws.com/OpenBLAS-windows-v0_2_19.zip',
+    'opencv': 'https://windows-post-install.s3-us-west-2.amazonaws.com/opencv-windows-4.1.2-vc14_vc15.zip',
+    'cudnn': 'https://windows-post-install.s3-us-west-2.amazonaws.com/cudnn-9.2-windows10-x64-v7.4.2.24.zip',
+    'nvdriver': 'https://windows-post-install.s3-us-west-2.amazonaws.com/nvidia_display_drivers_398.75_server2016.zip',
+    'perl': 'http://strawberryperl.com/download/5.30.1.1/strawberry-perl-5.30.1.1-64bit.msi',
+    'clang': 'https://github.com/llvm/llvm-project/releases/download/llvmorg-9.0.1/LLVM-9.0.1-win64.exe',
+    # This installation of CMake breaks windows PATH when executing vcvars, installing from
+    # chocolatey from powershell instead.
+    'cmake': 'https://github.com/Kitware/CMake/releases/download/v3.16.2/cmake-3.16.2-win64-x64.msi'
+}
+
+DEFAULT_SUBPROCESS_TIMEOUT = 3600
+
+
+@contextlib.contextmanager
+def remember_cwd():
+    '''
+    Restore current directory when exiting context
+    '''
+    curdir = os.getcwd()
+    try:
+        yield
+    finally:
+        os.chdir(curdir)
+
+
+def retry(target_exception, tries=4, delay_s=1, backoff=2):
+    """Retry calling the decorated function using an exponential backoff.
+
+    http://www.saltycrane.com/blog/2009/11/trying-out-retry-decorator-python/
+    original from: http://wiki.python.org/moin/PythonDecoratorLibrary#Retry
+
+    :param target_exception: the exception to check. may be a tuple of
+        exceptions to check
+    :type target_exception: Exception or tuple
+    :param tries: number of times to try (not retry) before giving up
+    :type tries: int
+    :param delay_s: initial delay between retries in seconds
+    :type delay_s: int
+    :param backoff: backoff multiplier e.g. value of 2 will double the delay
+        each retry
+    :type backoff: int
+    """
+    import time
+    from functools import wraps
+
+    def decorated_retry(f):
+        @wraps(f)
+        def f_retry(*args, **kwargs):
+            mtries, mdelay = tries, delay_s
+            while mtries > 1:
+                try:
+                    return f(*args, **kwargs)
+                except target_exception as e:
+                    logging.warning("Exception: %s, Retrying in %d seconds...", str(e), mdelay)
+                    time.sleep(mdelay)
+                    mtries -= 1
+                    mdelay *= backoff
+            return f(*args, **kwargs)
+
+        return f_retry  # true decorator
+
+    return decorated_retry
+
+
+@retry((ValueError, OSError, HTTPError), tries=5, delay_s=2, backoff=5)
+def download(url, dest=None, progress=False) -> str:
+    from urllib.request import urlopen
+    from urllib.parse import (urlparse, urlunparse)
+    import progressbar
+    import http.client
+
+    class ProgressCB():
+        def __init__(self):
+            self.pbar = None
+
+        def __call__(self, block_num, block_size, total_size):
+            if not self.pbar and total_size > 0:
+                self.pbar = progressbar.bar.ProgressBar(max_value=total_size)
+            downloaded = block_num * block_size
+            if self.pbar:
+                if downloaded < total_size:
+                    self.pbar.update(downloaded)
+                else:
+                    self.pbar.finish()
+    if dest and os.path.isdir(dest):
+        local_file = os.path.split(urlparse(url).path)[1]
+        local_path = os.path.normpath(os.path.join(dest, local_file))
+    else:
+        local_path = dest
+    with urlopen(url) as c:
+        content_length = c.getheader('content-length')
+        length = int(content_length) if content_length and isinstance(c, http.client.HTTPResponse)
else None
+        if length and local_path and os.path.exists(local_path) and os.stat(local_path).st_size
== length:
+            log.debug(f"download('{url}'): Already downloaded.")
+            return local_path
+    log.debug(f"download({url}, {local_path}): downloading {length} bytes")
+    if local_path:
+        with tempfile.NamedTemporaryFile(delete=False) as tmpfd:
+            urllib.request.urlretrieve(url, filename=tmpfd.name, reporthook=ProgressCB()
if progress else None)
+            shutil.move(tmpfd.name, local_path)
+    else:
+        (local_path, _) = urllib.request.urlretrieve(url, reporthook=ProgressCB())
+    log.debug(f"download({url}, {local_path}'): done.")
+    return local_path
+
+
+# Takes arguments and runs command on host.  Shell is disabled by default.
+# TODO: Move timeout to args
+def run_command(*args, shell=False, timeout=DEFAULT_SUBPROCESS_TIMEOUT, **kwargs):
+    try:
+        logging.info("Issuing command: {}".format(args))
+        res = subprocess.check_output(*args, shell=shell, timeout=timeout).decode("utf-8").replace("\r\n",
"\n")
+        logging.info("Output: {}".format(res))
+    except subprocess.CalledProcessError as e:
+        raise RuntimeError("command '{}' return with error (code {}): {}".format(e.cmd, e.returncode,
e.output))
+    return res
+
+
+# Copies source directory recursively to destination.
+def copy(src, dest):
+    try:
+        shutil.copytree(src, dest)
+        logging.info("Moved {} to {}".format(src, dest))
+    except OSError as e:
+        # If the error was caused because the source wasn't a directory
+        if e.errno == errno.ENOTDIR:
+            shutil.copy(src, dest)
+            logging.info("Moved {} to {}".format(src, dest))
+        else:
+            raise RuntimeError("copy return with error: {}".format(e))
+
+
+# Workaround for windows readonly attribute error
+def on_rm_error(func, path, exc_info):
+    # path contains the path of the file that couldn't be removed
+    # let's just assume that it's read-only and unlink it.
+    os.chmod(path, stat.S_IWRITE)
+    os.unlink(path)
+
+
+def install_vs():
+    # Visual Studio CE 2017
+    # Path: C:\Program Files (x86)\Microsoft Visual Studio 14.0
+    # Components: https://docs.microsoft.com/en-us/visualstudio/install/workload-component-id-vs-community?view=vs-2017#visual-studio-core-editor-included-with-visual-studio-community-2017
+    logging.info("Installing Visual Studio CE 2017...")
+    vs_file_path = download('https://aka.ms/eac464')
+    run_command("PowerShell Rename-Item -Path {} -NewName \"{}.exe\"".format(vs_file_path,
+                                                                             vs_file_path.split('\\')[-1]),
shell=True)
+    vs_file_path = vs_file_path + '.exe'
+    ret = call(vs_file_path +
+               ' --add Microsoft.VisualStudio.Workload.ManagedDesktop'
+               ' --add Microsoft.VisualStudio.Workload.NetCoreTools'
+               ' --add Microsoft.VisualStudio.Workload.NetWeb'
+               ' --add Microsoft.VisualStudio.Workload.Node'
+               ' --add Microsoft.VisualStudio.Workload.Office'
+               ' --add Microsoft.VisualStudio.Component.TypeScript.2.0'
+               ' --add Microsoft.VisualStudio.Component.TestTools.WebLoadTest'
+               ' --add Component.GitHub.VisualStudio'
+               ' --add Microsoft.VisualStudio.ComponentGroup.NativeDesktop.Core'
+               ' --add Microsoft.VisualStudio.Component.Static.Analysis.Tools'
+               ' --add Microsoft.VisualStudio.Component.VC.CMake.Project'
+               ' --add Microsoft.VisualStudio.Component.VC.140'
+               ' --add Microsoft.VisualStudio.Component.Windows10SDK.15063.Desktop'
+               ' --add Microsoft.VisualStudio.Component.Windows10SDK.15063.UWP'
+               ' --add Microsoft.VisualStudio.Component.Windows10SDK.15063.UWP.Native'
+               ' --add Microsoft.VisualStudio.ComponentGroup.Windows10SDK.15063'
+               ' --wait'
+               ' --passive'
+               ' --norestart'
+               )
+
+    if ret == 3010 or ret == 0:
+        # 3010 is restart required
+        logging.info("VS install successful.")
+    else:
+        raise RuntimeError("VS failed to install, exit status {}".format(ret))
+    # Workaround for --wait sometimes ignoring the subprocesses doing component installs
+
+    def vs_still_installing():
+        return {'vs_installer.exe', 'vs_installershell.exe', 'vs_setup_bootstrapper.exe'}
& set(map(lambda process: process.name(), psutil.process_iter()))
+    timer = 0
+    while vs_still_installing() and timer < DEFAULT_SUBPROCESS_TIMEOUT:
+        logging.warning("VS installers still running for %d s", timer)
+        if timer % 60 == 0:
+            logging.info("Waiting for Visual Studio to install for the last {} seconds".format(str(timer)))
+        sleep(1)
+        timer += 1
+    if vs_still_installing():
+        logging.warning("VS install still running after timeout (%d)", DEFAULT_SUBPROCESS_TIMEOUT)
+    else:
+        logging.info("Visual studio install complete.")
+
+
+def install_cmake():
+    logging.info("Installing CMAKE")
+    cmake_file_path = download(DEPS['cmake'], '.')
+    check_call(['msiexec ', '/n', '/passive', '/i', cmake_file_path])
+    logging.info("CMAKE install complete")
+
+
+def install_perl():
+    logging.info("Installing Perl")
+    with tempfile.TemporaryDirectory() as tmpdir:
+        perl_file_path = download(DEPS['perl'], tmpdir)
+        check_call(['msiexec ', '/n', '/passive', '/i', perl_file_path])
+    logging.info("Perl install complete")
+
+
+def install_clang():
+    logging.info("Installing Clang")
+    with tempfile.TemporaryDirectory() as tmpdir:
+        clang_file_path = download(DEPS['clang'], tmpdir)
+        run_command(clang_file_path + " /S /D=C:\\Program Files\\LLVM")
+    logging.info("Clang install complete")
+
+
+def install_openblas():
+    logging.info("Installing OpenBLAS")
+    local_file = download(DEPS['openblas'])
+    with zipfile.ZipFile(local_file, 'r') as zip:
+        zip.extractall("C:\\Program Files")
+    run_command("PowerShell Set-ItemProperty -path 'hklm:\\system\\currentcontrolset\\control\\session
manager\\environment' -Name OpenBLAS_HOME -Value 'C:\\Program Files\\OpenBLAS-windows-v0_2_19'")
+    logging.info("Openblas Install complete")
+
+
+def install_mkl():
+    logging.info("Installing MKL 2019.3.203...")
+    file_path = download("http://registrationcenter-download.intel.com/akdlm/irc_nas/tec/15247/w_mkl_2019.3.203.exe")
+    run_command("{} --silent --remove-extracted-files yes --a install -output=C:\mkl-install-log.txt
-eula=accept".format(file_path))
+    logging.info("MKL Install complete")
+
+
+def install_opencv():
+    logging.info("Installing OpenCV")
+    with tempfile.TemporaryDirectory() as tmpdir:
+        local_file = download(DEPS['opencv'])
+        with zipfile.ZipFile(local_file, 'r') as zip:
+            zip.extractall(tmpdir)
+        copy(f'{tmpdir}\\opencv\\build', r'c:\Program Files\opencv')
+
+    run_command("PowerShell Set-ItemProperty -path 'hklm:\\system\\currentcontrolset\\control\\session
manager\\environment' -Name OpenCV_DIR -Value 'C:\\Program Files\\opencv'")
+    logging.info("OpenCV install complete")
+
+
+def install_cudnn():
+    # cuDNN
+    logging.info("Installing cuDNN")
+    with tempfile.TemporaryDirectory() as tmpdir:
+        local_file = download(DEPS['cudnn'])
+        with zipfile.ZipFile(local_file, 'r') as zip:
+            zip.extractall(tmpdir)
+        copy(tmpdir+"\\cuda\\bin\\cudnn64_7.dll", "C:\\Program Files\\NVIDIA GPU Computing
Toolkit\\CUDA\\v9.2\\bin")
+        copy(tmpdir+"\\cuda\\include\\cudnn.h", "C:\\Program Files\\NVIDIA GPU Computing
Toolkit\\CUDA\\v9.2\\include")
+        copy(tmpdir+"\\cuda\\lib\\x64\\cudnn.lib", "C:\\Program Files\\NVIDIA GPU Computing
Toolkit\\CUDA\\v9.2\\lib\\x64")
+    logging.info("cuDNN install complete")
+
+
+def install_gpu_driver(force=False):
+    if has_gpu() or force:
+        logging.info("GPU detected")
+        install_nvdriver()
+
+
+def install_nvdriver():
+    logging.info("Installing Nvidia Display Drivers...")
+    with tempfile.TemporaryDirectory(prefix='nvidia drivers') as tmpdir:
+        local_file = download(DEPS['nvdriver'])
+        with zipfile.ZipFile(local_file, 'r') as zip:
+            zip.extractall(tmpdir)
+        with remember_cwd():
+            os.chdir(tmpdir)
+            check_call(".\setup.exe -noreboot -clean -noeula -nofinish -passive")
+    logging.info("NVidia install complete")
+
+
+def install_cuda():
+    # CUDA 9.2 and patches
 
 Review comment:
   Enforcing Cuda 9.2 may not be very future proof for this script.

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