Does anyone have any experience setting up Amazon Elastic Beanstalk with PostGIS (so that I can take advantage of Geodjango)?
There are a number of features that the default setup (RDS, featuring MySQL) does not currently support out of box:
1. PostgreSQL + PostGIS
2. The ability to install C/C++ libraries such as GEOS and Proj.4
Thanks in advance
If you want to use geodjango with Amazon Elastic Beanstalk you need to create a custom AMI where you can install PostGIS and then point your Elastic Beanstalk Application to that AMI when spinning up.
Here is a good tutorial on how to customize an EBS AMI. There is also an AWS tutorial for that but I found the first one easier to understand. On my custom AMI I installed geos, gdal, proj4 and postgis from source, and postgres using yum install postgres. Below are the commands i used to install all libraries into the AMI.
For the django app to find the libraries, I also set an additional environmental variable in the AWS EBS Console. In the menubar of my environment, I went to configuration --> software configuration and edited the Environment Properties by adding the property LD_LIBRARY_PATH set as /usr/local/lib/:$LD_LIBRARY_PATH.
Since the beanstalk app instances are not forseen to run the database themselves, I also set up a Amazon RDS Postgres hosted database which is a relatively new service, it supports PostGIS.
If you put that all together, you should get a very scaleable GeoDjango app!
sudo yum install postgresql postgresql-devel postgresql-server postgresql9-contrib gcc gcc-c++ make libtool curl libxml2 libxml2-devel python-devel
wget http://download.osgeo.org/proj/proj-4.8.0.zip
unzip proj-4.8.0.zip
cd proj-4.8.0
./configure
make
sudo make install
cd ..
wget http://download.osgeo.org/geos/geos-3.4.2.tar.bz2
tar -xvf geos-3.4.2.tar.bz2
cd geos-3.4.2
./configure
make
sudo make install
cd ..
wget http://download.osgeo.org/gdal/1.10.1/gdal1101.zip
unzip gdal1101.zip
cd gdal-1.10.1
./configure --with-python=yes
make
sudo make install
cd ..
wget http://download.osgeo.org/postgis/source/postgis-2.1.1.tar.gz
tar -xvf postgis-2.1.1.tar.gz
cd postgis-2.1.1
./configure
make
sudo make install
You can also do it without a custom AMI, just use ebextensions. I tested this with Amazon Instance (2013.09) ami-35792c5c so use that one instead of the newer ones. If you have your Django in Elastic Beanstalk 101 completed, you know about ebextensions. The ebextensions below will quickly get going you can use the following ebextensions. Just place the following in your .ebextensions folder at the base of your repository. I also include postgres 9.3 and memcached in these config files:
00_repo_ostgis.config:
files:
"/etc/yum.repos.d/pgdg-93-redhat.repo":
mode: "000644"
owner: root
group: root
content: |
[pgdg93]
name=PostgreSQL 9.3 $releasever - $basearch
baseurl=http://yum.postgresql.org/9.3/redhat/rhel-6-$basearch
enabled=1
gpgcheck=1
gpgkey=file:///etc/pki/rpm-gpg/RPM-GPG-KEY-PGDG-93
[pgdg93-source]
name=PostgreSQL 9.3 $releasever - $basearch - Source
failovermethod=priority
baseurl=http://yum.postgresql.org/srpms/9.3/redhat/rhel-6-$basearch
enabled=0
gpgcheck=1
gpgkey=file:///etc/pki/rpm-gpg/RPM-GPG-KEY-PGDG-93
commands:
epel_repo:
command: yum-config-manager -y --enable epel
remi_repo:
command: yum-config-manager -y --enable remi
packages:
rpm:
pgdg-redhat93-9.3-1: 'http://yum.postgresql.org/9.3/redhat/rhel-6-x86_64/pgdg-redhat93-9.3-1.noarch.rpm'
remi: 'http://rpms.famillecollet.com/enterprise/remi-release-6.rpm'
qt4-devel: 'http://mirror.centos.org/centos/6/os/x86_64/Packages/qt-4.6.2-28.el6_5.x86_64.rpm'
01_app_postgis.config:
packages:
yum:
libtiff-devel: ''
libjpeg-devel: ''
libzip-devel: ''
freetype-devel: ''
postgresql-devel: ''
gdal: ''
gdal-python: ''
geos: ''
proj: ''
libmemcached: ''
libmemcached-devel: ''
cyrus-sasl-devel: ''
zlib-devel: ''
container_commands:
01_collectstatic:
command: 'PYTHONPATH=.:..:../lib cd site/<your_project> && ./manage.py collectstatic -c --noinput && cd ../..'
leader_only: true
02_migrate:
command: 'PYTHONPATH=.:..:../lib cd site/<your_project> && ./manage.py migrate --noinput && cd ../..'
leader_only: true
option_settings:
- namespace: aws:elasticbeanstalk:container:python
option_name: WSGIPath
value: site/<your_project>/wsgi.py
- namespace: aws:elasticbeanstalk:container:python:staticfiles
option_name: /static/
value: site/<your_project>/static/
- option_name: DJANGO_SETTINGS_MODULE
value: settings_prod
The structure of my project is a bit different. My settings file and urls.py I moved to the root of my project directory so i had to change the path to settings in wsgi.py. So adjust this accordingly. Just use the container_commands and option_settings you were using before.
Your requirements.txt file should contain at minimum:
Django==1.7.1
Pillow
psycopg2
I store most other python dependencies in ../lib which I include in my PYTHONPATH so my repo structure is like this:
<your_project>/
├── requirements.txt
├── .ebextensions/
│ ├── 00_repos_postgis.config
│ └── 01_app_postgis.config
└── site/
├── <your_project>
│ ├── wsgi.py
│ ├── settings_prod.py # used for EB, like settings_local.py but uses env vars
│ └── settings.py
└── lib/
└── <all pip dependencies>
Checkout the deployment tool I built, it uses fabric. I took what I liked from EB CLI tools and adjusted till it was tailored for django: https://github.com/radlws/django-awseb-tasks
NOTE: It is extremely important that you use AMI ami-35792c5c when you launch your environment. Its the only one that worked for me for this setup. If other instances work please feel free to edit them into this answer. Also see my original question.
As i mentioned here my solution for a 2017.03 image was:
commands:
01_yum_update:
command: sudo yum -y update
02_epel_repo:
command: sudo yum-config-manager -y --enable epel
03_install_gdal_packages:
command: sudo yum -y install gdal gdal-devel
files:
"/etc/httpd/conf.d/wsgihacks.conf":
mode: "000644"
owner: root
group: root
content: |
WSGIPassAuthorization On
packages:
yum:
git: []
postgresql95-devel: []
gettext: []
libjpeg-turbo-devel: []
libffi-devel: []
If you want to use radtek's solution and want to use the latest Amazon AMI (2014.9), you might face dependency problems. This solved it for me.
Open ssh shell of your aws beanstalk. Execute below command step by step. You will get working postgis.
cd /home/ec2-user
sudo yum -y install gcc gcc-c++ make cmake libtool libcurl-devel libxml2-devel rubygems swig fcgi-devel libtiff-devel freetype-devel curl-devel libpng-devel giflib-devel libjpeg-devel cairo-devel freetype-devel readline-devel openssl-devel python27 python27-devel
# PROJ
wget http://download.osgeo.org/proj/proj-4.8.0.tar.gz
tar -zxvf proj-4.8.0.tar.gz
cd proj-4.8.0
./configure
make
sudo make install
cd ..
# GEOS
wget http://download.osgeo.org/geos/geos-3.4.2.tar.bz2
tar -xvf geos-3.4.2.tar.bz2
cd geos-3.4.2
./configure
make
sudo make install
cd ..
# GDAL
wget http://download.osgeo.org/gdal/1.10.1/gdal-1.10.1.tar.gz
tar -zxvf gdal-1.10.1.tar.gz
cd gdal-1.10.1
./configure
make
sudo make install
cd ..
# PostGIS
wget http://download.osgeo.org/postgis/source/postgis-2.1.0.tar.gz
tar -xvf postgis-2.1.0.tar.gz
cd postgis-2.1.0
./configure
make
sudo make install
cd ..
Then create a symbolic link:
ln -s /usr/local/lib/libgdal.so /usr/lib/libgdal.so.1
/sbin/ldconfig
Here in alternative answer with which the python3 bindings for gdal will work in the AWS EB instance. pygdal is a nice package for “virtualenv and setuptools friendly version of standard GDAL python bindings”, but does not support 1.7.3, which is the gdal version installed using sudo yum -y install gdal gdal-devel, e.g this answer.
Thus, I had to install an updated gdal and also setup linkages to go with it. This method draws on information in yellowcap’s, radek’s and various other Stackoverflow posts.
As yellowcap said, you must set ENVIRONMENT VARIABLES that make the library linkages you need. In the AWS EB console, Configuration --> Software configuration, edit the Environment Properties adding:
LD_LIBRARY_PATH = “/usr/local/lib/:$LD_LIBRARY_PATH”
LD_PRELOAD = ”/usr/lib/libgdal.so.1
Put the following in your .ebextensions folder at the base of your repository:
django.config:
option_settings:
"aws:elasticbeanstalk:application:environment":
DJANGO_SETTINGS_MODULE: “<your project>.settings.server_settings"
PYTHONPATH: "$PYTHONPATH"
"aws:elasticbeanstalk:container:python":
WSGIPath: “<your project>/wsgi.py"
"aws:elasticbeanstalk:container:python:staticfiles":
"/static/": "www/static/"
commands:
01_yum_update:
command: sudo yum -y update
02_pip_upgrade:
command: /opt/python/run/venv/bin/pip install --upgrade pip
ignoreErrors: false
packages:
yum:
postgresql95-devel: []
git: []
libffi-devel: []
container_commands:
01_migrate:
command: "python manage.py migrate"
leader_only: true
02_collectstatic:
command: "source /opt/python/run/venv/bin/activate && python manage.py collectstatic --noinput”
gdal.config
files:
"/opt/elasticbeanstalk/hooks/appdeploy/pre/01_install_gdal_prerequisites.sh":
mode: "000755"
owner: root
group: root
content: |
#!/usr/bin/env bash
sudo yum install -y gcc-c++ gcc libpng libtiff postgresql95-devel git libffi-devel libxml2-devel libxslt-devel htop
wget http://download.osgeo.org/proj/proj-4.9.3.tar.gz
tar -zvxf proj-4.9.3.tar.gz
cd proj-4.9.3
./configure
make -j 2
sudo make install
cd ..
rm proj-4.9.3.tar.gz
wget http://download.osgeo.org/gdal/2.3.2/gdal-2.3.2.tar.gz
tar -zvxf gdal-2.3.2.tar.gz
cd gdal-2.3.2
./configure --with-static-proj4=/usr/local/lib --with-python --with-threads --with-pg=/usr/bin/pg_config
make -j 2
sudo make install
cd ..
rm gdal-2.3.2.tar.gz
ln -s /usr/local/lib/libgdal.so /usr/lib/libgdal.so.1
sudo ldconfig
in requirements.py include the pygdal package
pygdal==2.3.2.4
You must be sure that the gdal version number matches the pygdal version number, see pygdal documentation.
Result
The following works the EC2 instance virtual env, where your django project is located:
$ python manage.py shell
In [1]: from osgeo import gdal
In [2]:
Related
I just created a fresh RHEL VM on GCP to play some Kubernetes on it.
It was not having any git installed on it.
I used yum package manager to install git on it, but it didn't installed the latest version of git.
Current Version: 2.38.0 / 3 October 2022
Version Installed by yum: 1.8.3.1
Create a file:
touch gitupgrade.sh
And add the following to it:
yum -y remove git
yum -y clean packages
mkdir tempgit
cd tempgit
yum install -y autoconf cpio curl-devel expat-devel gcc gettext-devel make openssl-devel perl-ExtUtils-MakeMaker zlib-devel
wget -O v2.24.1.tar.gz https://github.com/git/git/archive/v2.24.1.tar.gz
tar -xzvf ./v2.24.1.tar.gz
cd git-2.24.1/
make configure
./configure --prefix=/usr/local/git
make && make install
ln -sf /usr/local/git/bin/* /usr/bin/
cd ..
rm -fr git-2.24.1
cd ..
rm -fr tempgit
echo "results"
which git
git --version
The run it to upgrade:
sudo sh gitupgrade.sh
And that’s a wrap
Red Hat Enterprise Linux, Oracle Linux, CentOS, Scientific Linux, et al.
RHEL and derivatives typically ship older versions of git. You can download a tarball and build from source, or use a 3rd-party repository such as the IUS Community Project to obtain a more recent version of git.
I am running 90 microservices in openshift and few of the services are in CrashLoopBackOff and logs showing the following error message.
Error:
OC logs -f :
"standard_init_linux.go:219: exec user process caused: no such file or directory"
OC Describe:
Is there an issue with the image because describe output shows:
"Container image "IMAGE_TAG" already present on machine"
Due to the fact that there is lack of information -
it is impossible to say exactly where the problem is.
I have found some similar errors.
Here is one of the best solutions that matches description of your problem:
Here the key to solve the problem was replacing the aronautica crate via rust-argon2 and modifying the Dockerfile:
FROM rust AS build
WORKDIR /usr/src
RUN apt-get update && apt-get upgrade -y && apt-get install -y build-essential git clang llvm-dev libclang-dev libssl-dev pkg-config libpq-dev brotli
RUN USER=root cargo new loxe-api WORKDIR /usr/src/loxe-api COPY
Cargo.toml Cargo.lock ./ COPY data ./data COPY migrations ./migrations
RUN cargo build --release
# Copy the source and build the application. COPY src ./src ENV PKG_CONFIG_ALLOW_CROSS=1 ENV
OPENSSL_INCLUDE_DIR="/usr/include/openssl" RUN cargo install --path .
FROM debian:buster-slim COPY --from=build
/usr/local/cargo/bin/loxe-api .
# standard env COPY .env ./.env COPY data ./data COPY migrations ./migrations RUN apt-get update && apt-get install -y libssl-dev
pkg-config libpq-dev brotli CMD ["/loxe-api"] ```
See also this similar issues:
second one
third one
I just want to load onnx models in raspberry pi. How to load onnx models in edge devices?
You can use ONNX Runtime for ONNX model inference in Raspberry Pi. It support Arm32v7l architecture. Pre-build binary is not provided as of 2020/1/14. So you need to build it from source code. Instruction is described below.
https://github.com/microsoft/onnxruntime/blob/master/dockerfiles/README.md#arm-32v7
Install DockerCE on your development machine by following the instructions here
Create an empty local directory
mkdir onnx-build
cd onnx-build
Save the Dockerfile to your new directory
Dockerfile.arm32v7
FROM balenalib/raspberrypi3-python:latest-stretch-build
ARG ONNXRUNTIME_REPO=https://github.com/Microsoft/onnxruntime
ARG ONNXRUNTIME_SERVER_BRANCH=master
#Enforces cross-compilation through Quemu
RUN [ "cross-build-start" ]
RUN install_packages \
sudo \
build-essential \
curl \
libcurl4-openssl-dev \
libssl-dev \
wget \
python3 \
python3-pip \
python3-dev \
git \
tar \
libatlas-base-dev
RUN pip3 install --upgrade pip
RUN pip3 install --upgrade setuptools
RUN pip3 install --upgrade wheel
RUN pip3 install numpy
# Build the latest cmake
WORKDIR /code
RUN wget https://github.com/Kitware/CMake/releases/download/v3.14.3/cmake-3.14.3.tar.gz
RUN tar zxf cmake-3.14.3.tar.gz
WORKDIR /code/cmake-3.14.3
RUN ./configure --system-curl
RUN make
RUN sudo make install
# Set up build args
ARG BUILDTYPE=MinSizeRel
ARG BUILDARGS="--config ${BUILDTYPE} --arm"
# Prepare onnxruntime Repo
WORKDIR /code
RUN git clone --single-branch --branch ${ONNXRUNTIME_SERVER_BRANCH} --recursive ${ONNXRUNTIME_REPO} onnxruntime
# Start the basic build
WORKDIR /code/onnxruntime
RUN ./build.sh ${BUILDARGS} --update --build
# Build Shared Library
RUN ./build.sh ${BUILDARGS} --build_shared_lib
# Build Python Bindings and Wheel
RUN ./build.sh ${BUILDARGS} --enable_pybind --build_wheel
# Build Output
RUN ls -l /code/onnxruntime/build/Linux/${BUILDTYPE}/*.so
RUN ls -l /code/onnxruntime/build/Linux/${BUILDTYPE}/dist/*.whl
RUN [ "cross-build-end" ]
Run docker build
This will build all the dependencies first, then build ONNX Runtime and its Python bindings. This will take several hours.
docker build -t onnxruntime-arm32v7 -f Dockerfile.arm32v7 .
Note the full path of the .whl file
Reported at the end of the build, after the # Build Output line.
It should follow the format onnxruntime-0.3.0-cp35-cp35m-linux_armv7l.whl, but version number may have changed. You'll use this path to extract the wheel file later.
Check that the build succeeded
Upon completion, you should see an image tagged onnxruntime-arm32v7 in your list of docker images:
docker images
Extract the Python wheel file from the docker image
(Update the path/version of the .whl file with the one noted in step 5)
docker create -ti --name onnxruntime_temp onnxruntime-arm32v7 bash
docker cp onnxruntime_temp:/code/onnxruntime/build/Linux/MinSizeRel/dist/onnxruntime-0.3.0-cp35-cp35m-linux_armv7l.whl .
docker rm -fv onnxruntime_temp
This will save a copy of the wheel file, onnxruntime-0.3.0-cp35-cp35m-linux_armv7l.whl, to your working directory on your host machine.
Copy the wheel file (onnxruntime-0.3.0-cp35-cp35m-linux_armv7l.whl) to your Raspberry Pi or other ARM device
On device, install the ONNX Runtime wheel file
sudo apt-get update
sudo apt-get install -y python3 python3-pip
pip3 install numpy
# Install ONNX Runtime
# Important: Update path/version to match the name and location of your .whl file
pip3 install onnxruntime-0.3.0-cp35-cp35m-linux_armv7l.whl
Test installation by following the instructions here
I've cloned a copy of FreeCAD from github and I'm trying to create a docker file so that I can develop it locally on my machine.
The objectives being that:
I have a local copy of the code from git on my machine
I can make modifications to the code
I can build debug and release image (do I need to create two separate images?)
Have access to the code on my machine, so that I can use git for source control
This is the content of my Dockerfile:
# Get base image
FROM phusion/baseimage
# Use baseimage-docker's init system.
CMD ["/sbin/my_init"]
# Get the build pre-requisites
RUN apt-get update
RUN apt-get install -y build-essential cmake python python-matplotlib libtool
RUN apt-get install -y libcoin80-dev libsoqt4-dev
RUN apt-get install -y libxerces-c-dev libboost-dev libboost-filesystem-dev
RUN apt-get install -y libboost-regex-dev
RUN apt-get install -y libboost-program-options-dev libboost-signals-dev
RUN apt-get install -y libboost-thread-dev libboost-python-dev libqt4-dev
RUN apt-get install -y libqt4-opengl-dev qt4-dev-tools python-dev
RUN apt-get install -y python-pyside pyside-tools
RUN apt-get install -y liboce*-dev oce-draw
RUN apt-get install -y libeigen3-dev libqtwebkit-dev libshiboken-dev
RUN apt-get install -y libpyside-dev libode-dev swig libzipios++-dev
RUN apt-get install -y libfreetype6 libfreetype6-dev
# to make Coin to support additional image file formats
RUN apt-get install -y libsimage-dev
# to register your installed files into your system's package manager, so yo can easily uninstall later
RUN apt-get install -y checkinstall
# needed for the 2D Drafting module
RUN apt-get install -y python-qt4 python-pivy
# doxygen and libcoin80-doc (if you intend to generate source code documentation)
RUN apt-get install -y doxygen libcoin80-doc
# libspnav-dev (for 3Dconnexion devices support like the Space Navigator or Space Pilot)
RUN apt-get install -y libspnav-dev
# CMAke related issue for compiling on Ubuntu Xenial: http://forum.freecadweb.org/viewtopic.php?f=4&t=16292
RUN apt-get install -y libmedc-dev
RUN apt-get install -y libvtk6-dev
RUN apt-get install -y libproj-dev
# Get git
RUN apt-get install -y git
RUN git clone https://github.com/FreeCAD/FreeCAD.git freecad
RUN cd freecad
RUN mkdir freecad-debug
RUN cd freecad-debug
# command below is just a diagnostic to let me know wth I am (output is: /)
# RUN pwd
RUN cmake ../ -DFREECAD_USE_EXTERNAL_PIVY=1 -DCMAKE_BUILD_TYPE=Debug .
#cmake -DFREECAD_USE_EXTERNAL_PIVY=1 -DCMAKE_BUILD_TYPE=Release .
RUN make
I attempt to build the image using the following command:
docker build -tag freeCAD-my-fork .
Everything works until I get to the first cmake invocation. I then get the following error:
CMake Error: The source directory "/" does not appear to contain CMakeLists.txt.
Specify --help for usage, or press the help button on the CMake GUI.
The command '/bin/sh -c cmake ../ -DFREECAD_USE_EXTERNAL_PIVY=1 -DCMAKE_BUILD_TYPE=Debug .' returned a non-zero code: 1
I placed a RUN pwd in my Dockerfile, so I could find where the cmake command was being run from, and I was surprised to find that it was been run from the root directory.
I thought the issue was being caused by my use of relative and that it would be fixed by absolute paths - however specifying /path/to/my/copy/freecad when cloning etc, the issue remains.
How can I write my Dockerfile so that it achieves the objectives outlined above (stated at the beginning of my question)?
Default WORKDIR in docker is "/".All docker commands will be executed in that directory.There are two option either you change WORKDIR(https://docs.docker.com/engine/reference/builder/#workdir) or execute everything in one layer(In one RUN command).I have taken second approach.
Cloning and Building source code both executed in One layer of docker.
RUN git clone https://github.com/FreeCAD/FreeCAD.git freecad \
&& cd freecad \
&& mkdir freecad-debug \
&& cd freecad-debug \
&& cmake ../ -DFREECAD_USE_EXTERNAL_PIVY=1 -DCMAKE_BUILD_TYPE=Debug . \
&& make
You should install all your dependencies using run as you do but the actual building and copying of source code files should not happen when you build your image but when you run a container.
This way you can reuse your image for as many builds as you like.
Write a script with the build commands and copy it over to your image. Then in the CMD part of the dockerfile run that script.
To share the git project with the container you can mount your local files with docker run -v hostpath:containerpath imagename. That way any files in hostpath will be visible to the container at containerpath and vice versa. Alternatively you could also git clone from the script which is invoked by CMD but then you have to expose the build somehow to your host (some mounted volume again).
I have researched and viewed the post to install luamongo- http://groups.google.com/group/luamongo/browse_thread/thread/1eaa56974614dc90/c91c842e241aa4de#c91c842e241aa4de
But the installation will not work. I already have mongodb-10gen version 2.0.3 and lua5.1 version 5.1.4.10 installed.
How do I download luamongo from https://github.com/moai/luamongo and install it and get it working as an import statement in a lua script to be able to write to a mongo db? Any suggestions would be helpful, nothing I have tried so far or read has been able to help. If more information is needed I will post it. Thanks in advance.
I got this script from a friend of mine which should be helpful:
# Download mongodb and driver
wget http://downloads.mongodb.org/cxx-driver/mongodb-linux-x86_64-v2.0-latest.tgz
wget http://fastdl.mongodb.org/linux/mongodb-linux-x86_64-2.0.2.tgz
# Extract each
tar xvzf mongodb-linux-x86_64-2.0.2.tgz
tar xvzf mongodb-linux-x86_64-v2.0-latest.tgz
# Add mongo bin to PATH
export PATH=$PATH:~/mongodb-linux-x86_64-2.0.2/bin
# Grab dev tools and dependencies (May need to run apt-get update to download all)
sudo apt-get -y install tcsh scons libpcre++-dev libboost-dev libreadline-dev libboost-program-options-dev libboost-thread-dev libboost-filesystem-dev libboost-date-time-dev gcc g++ git lua5.1-dev make
# Grab latest luamongo (will need to add your github ssh key)
git clone git#github.com:moai/luamongo
# Compile mongo driver
cd mongo-cxx-driver-v2.0
sudo scons install
# Install where lua can load it
sudo cp libmongoclient.* /usr/lib