| #!/usr/bin/python |
| |
| # ***************************************************************************** |
| # |
| # 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. |
| # |
| # ****************************************************************************** |
| |
| from dlab.actions_lib import * |
| from dlab.common_lib import * |
| from dlab.notebook_lib import * |
| from dlab.fab import * |
| from fabric.api import * |
| from fabric.contrib.files import exists |
| import argparse |
| import os |
| |
| |
| parser = argparse.ArgumentParser() |
| parser.add_argument('--hostname', type=str, default='') |
| parser.add_argument('--keyfile', type=str, default='') |
| parser.add_argument('--os_user', type=str, default='') |
| parser.add_argument('--region', type=str, default='') |
| parser.add_argument('--jupyter_version', type=str, default='') |
| parser.add_argument('--scala_version', type=str, default='') |
| parser.add_argument('--spark_version', type=str, default='') |
| parser.add_argument('--hadoop_version', type=str, default='') |
| parser.add_argument('--r_mirror', type=str, default='') |
| parser.add_argument('--ip_address', type=str, default='') |
| parser.add_argument('--exploratory_name', type=str, default='') |
| parser.add_argument('--edge_ip', type=str, default='') |
| args = parser.parse_args() |
| |
| |
| jupyter_conf_file = '/home/' + args.os_user + '/.local/share/jupyter/jupyter_notebook_config.py' |
| templates_dir = '/root/templates/' |
| spark_version = args.spark_version |
| hadoop_version = args.hadoop_version |
| nvidia_version = os.environ['notebook_nvidia_version'] |
| caffe_version = os.environ['notebook_caffe_version'] |
| caffe2_version = os.environ['notebook_caffe2_version'] |
| cmake_version = os.environ['notebook_cmake_version'] |
| cntk_version = os.environ['notebook_cntk_version'] |
| cntk2_version = os.environ['notebook_cntk2_version'] |
| mxnet_version = os.environ['notebook_mxnet_version'] |
| keras_version = os.environ['notebook_keras_version'] |
| theano_version = os.environ['notebook_theano_version'] |
| tensorflow_version = os.environ['notebook_tensorflow_version'] |
| cuda_version = os.environ['notebook_cuda_version'] |
| cuda_file_name = os.environ['notebook_cuda_file_name'] |
| cudnn_version = os.environ['notebook_cudnn_version'] |
| cudnn_file_name = os.environ['notebook_cudnn_file_name'] |
| |
| if args.region == 'cn-north-1': |
| spark_link = "http://mirrors.hust.edu.cn/apache/spark/spark-" + spark_version + "/spark-" + spark_version + \ |
| "-bin-hadoop" + hadoop_version + ".tgz" |
| else: |
| spark_link = "https://archive.apache.org/dist/spark/spark-" + spark_version + "/spark-" + spark_version + \ |
| "-bin-hadoop" + hadoop_version + ".tgz" |
| local_spark_path = '/opt/spark/' |
| jars_dir = '/opt/jars/' |
| files_dir = '/root/files/' |
| pyspark_local_path_dir = '/home/' + args.os_user + '/.local/share/jupyter/kernels/pyspark_local/' |
| py3spark_local_path_dir = '/home/' + args.os_user + '/.local/share/jupyter/kernels/py3spark_local/' |
| gitlab_certfile = os.environ['conf_gitlab_certfile'] |
| |
| |
| def install_itorch(os_user): |
| if not exists('/home/{}/.ensure_dir/itorch_ensured'.format(os_user)): |
| run('git clone https://github.com/facebook/iTorch.git') |
| with cd('/home/{}/iTorch/'.format(os_user)): |
| run('luarocks install luacrypto') |
| run('luarocks install uuid') |
| run('luarocks install lzmq') |
| run('luarocks make') |
| sudo('cp -rf /home/{0}/.ipython/kernels/itorch/ /home/{0}/.local/share/jupyter/kernels/'.format(os_user)) |
| sudo('chown -R {0}:{0} /home/{0}/.local/share/jupyter/'.format(os_user)) |
| sudo('touch /home/{}/.ensure_dir/itorch_ensured'.format(os_user)) |
| |
| |
| if __name__ == "__main__": |
| print("Configure connections") |
| env['connection_attempts'] = 100 |
| env.key_filename = [args.keyfile] |
| env.host_string = args.os_user + '@' + args.hostname |
| |
| # PREPARE DISK |
| print("Prepare .ensure directory") |
| try: |
| if not exists('/home/' + args.os_user + '/.ensure_dir'): |
| sudo('mkdir /home/' + args.os_user + '/.ensure_dir') |
| sudo('touch /home/' + args.os_user + '/.ensure_dir/deep_learning') |
| except: |
| sys.exit(1) |
| print("Mount additional volume") |
| prepare_disk(args.os_user) |
| |
| # INSTALL LANGUAGES |
| print("Install Java") |
| ensure_jre_jdk(args.os_user) |
| print("Install Python 2 modules") |
| ensure_python2_libraries(args.os_user) |
| print("Install Python 3 modules") |
| ensure_python3_libraries(args.os_user) |
| |
| # INSTALL TENSORFLOW AND OTHER DEEP LEARNING LIBRARIES AND FRAMEWORKS |
| print("Install TensorFlow") |
| install_tensor(args.os_user, cuda_version, cuda_file_name, |
| cudnn_version, cudnn_file_name, tensorflow_version, |
| templates_dir, nvidia_version) |
| print("Install Theano") |
| install_theano(args.os_user, theano_version) |
| print("Installing Keras") |
| install_keras(args.os_user, keras_version) |
| print("Installing Caffe2") |
| install_caffe2(args.os_user, caffe2_version, cmake_version) |
| #print("Installing Torch") |
| #install_torch(args.os_user) |
| print("Install CNTK Python library") |
| install_cntk(args.os_user,cntk2_version, cntk_version) |
| print("Installing MXNET") |
| install_mxnet(args.os_user, mxnet_version) |
| |
| # INSTALL JUPYTER NOTEBOOK |
| print("Install Jupyter") |
| configure_jupyter(args.os_user, jupyter_conf_file, templates_dir, args.jupyter_version, args.exploratory_name) |
| |
| # INSTALL SPARK AND CLOUD STORAGE JARS FOR SPARK |
| print("Install local Spark") |
| ensure_local_spark(args.os_user, spark_link, spark_version, hadoop_version, local_spark_path) |
| print("Install storage jars") |
| ensure_local_jars(args.os_user, jars_dir) |
| print("Configure local Spark") |
| configure_local_spark(jars_dir, templates_dir) |
| |
| # INSTALL JUPYTER KERNELS |
| print("Install pyspark local kernel for Jupyter") |
| ensure_pyspark_local_kernel(args.os_user, pyspark_local_path_dir, templates_dir, spark_version) |
| print("Install py3spark local kernel for Jupyter") |
| ensure_py3spark_local_kernel(args.os_user, py3spark_local_path_dir, templates_dir, spark_version) |
| #print("Installing ITorch kernel for Jupyter") |
| #install_itorch(args.os_user) |
| |
| # INSTALL UNGIT |
| print("Install nodejs") |
| install_nodejs(args.os_user) |
| print("Install Ungit") |
| install_ungit(args.os_user, args.exploratory_name, args.edge_ip) |
| if exists('/home/{0}/{1}'.format(args.os_user, gitlab_certfile)): |
| install_gitlab_cert(args.os_user, gitlab_certfile) |
| |
| # INSTALL INACTIVITY CHECKER |
| print("Install inactivity checker") |
| install_inactivity_checker(args.os_user, args.ip_address) |
| |
| # INSTALL OPTIONAL PACKAGES |
| print("Installing additional Python packages") |
| ensure_additional_python_libs(args.os_user) |
| print("Install Matplotlib") |
| ensure_matplot(args.os_user) |
| |
| #POST INSTALLATION PROCESS |
| print("Updating pyOpenSSL library") |
| update_pyopenssl_lib(args.os_user) |
