Hey - thanks for this comment. I'm travelling right now but will take a proper look and amend the article where needed.
![\"F5](\"https://www.f5.com/content/dam/f5/f5-logo.svg\"){kind=logo}
©2024 F5, Inc. All rights reserved. This guide will take you through some very basic docker, Python, and F5 AS3 configuration to create a single-function container that will update a pre-determined BIG-IP using an AS3 declaration stored on Github.
\n\nWhile it’s far from production ready, it might serve as a basis for more complex configurations, plus it illustrates nicely some technology you can use to automate BIG-IP configuration using AS3, Python and containers.
\n\nI'm starting with a running BIG-IP - in this case a VE running on the Google Cloud Platform, with the AS3 wroker installed and provisioned, plus a couple of webservers listening on different ports.
\n\nFirst we’re going to need a host running docker. Fire up an instance in on the platform of your choice – in this example I’m using Ubuntu 18.04 LTS on the Google Cloud platform – that’s purely from familiarity – anything that can run Docker will do.
\n\nThe install process is well documented but looks a bit like this:
\n\n$ sudo apt-get update
\n\n$ sudo apt-get install \\
apt-transport-https \\
ca-certificates \\
curl \\
gnupg-agent \\
software-properties-common
$ curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
\n\n$ sudo add-apt-repository \\
\"deb [arch=amd64] https://download.docker.com/linux/ubuntu \\
$(lsb_release -cs) \\
stable\"
$sudo apt-get update
\n\n$ sudo apt-get install docker-ce docker-ce-cli containerd.io
\n\nIt's worth adding your user to the docker group to avoid repeadly forgetting to type sudo (or is that just me?)
\n\n$ sudo usermod -aG docker $USER
\n\nNext let's test it's all working:
\n\n$ docker run hello-world
\n\nNext let’s take a look at the AS3 declaration, as you might expect form me by now, it’s the most basic version – a simple HTTP app, with two pool members. The beauty of the AS3 model, of course, is that it doesn’t matter how complex your declaration is, the implementation is always the same. So you could take a much more involved declaration and just by changing the file the python script uses, get a more complex configuration.
\n\n\n\n\n\n\n{\n \"class\": \"AS3\",\n \"action\": \"deploy\",\n \"persist\": true,\n \"declaration\": {\n \"class\": \"ADC\",\n \"schemaVersion\": \"3.0.0\",\n \"id\": \"urn:uuid:33045210-3ab8-4636-9b2a-c98d22ab915d\",\n \"label\": \"Sample 1\",\n \"remark\": \"Simple HTTP Service with Round-Robin Load Balancing\",\n \"Sample_01\": {\n \"class\": \"Tenant\",\n \"A1\": {\n \"class\": \"Application\",\n \"template\": \"http\",\n \"serviceMain\": {\n \"class\": \"Service_HTTP\",\n \"virtualAddresses\": [\n \"10.138.0.4\"\n ],\n \"pool\": \"web_pool\"\n },\n \"web_pool\": {\n \"class\": \"Pool\",\n \"monitors\": [\n \"http\"\n ],\n \"members\": [\n {\n \"servicePort\": 8080,\n \"serverAddresses\": [\n \"10.138.0.3\"\n ]\n },\n {\n \"servicePort\": 8081,\n \"serverAddresses\": [\n \"10.138.0.3\"\n ]\n }\n ]\n }\n }\n }\n }\n } \n\n
Now we need some python code to fire up our request. The code below is absolutely a minimum viable set that’s been written for simplicity and clarity and does minimal error checking. There are more ways to improve it that lines of code in it, but it will get you started.
\n\n\n\n\n\n\n\n#Python Code to run an as3 declaration\n#\nimport requests\nimport os\nfrom requests.auth import HTTPBasicAuth\n\n# Get rid of annoying insecure requests waring\nfrom requests.packages.urllib3.exceptions import InsecureRequestWarning\nrequests.packages.urllib3.disable_warnings(InsecureRequestWarning)\n\n# Declaration location\nGITDRC = 'https://raw.githubusercontent.com/RuncibleSpoon/as3/master/declarations/payload.json'\nIP = '10.138.0.4'\nPORT = '8443'\nUSER = os.environ['XUSER']\nPASS = os.environ['XPASS']\nURLBASE = 'https://' + IP + ':' + PORT\nTESTPATH = '/mgmt/shared/appsvcs/info'\nAS3PATH = '/mgmt/shared/appsvcs/declare'\n\nprint(\"########### Fetching Declaration ###########\")\nd = requests.get(GITDRC)\n\n# Check we have connectivity and AS3 is installed\nprint('########### Checking that AS3 is running on ', IP ,' #########')\nurl = URLBASE + TESTPATH\n\nr = requests.get(url, auth=HTTPBasicAuth(USER, PASS), verify=False)\n\n\n\nif r.status_code == 200: \n data = r.json() \n if data[\"version\"]: \n print('AS3 version is ', data[\"version\"]) \n print('########## Runnig Declaration #############') \n url = URLBASE + AS3PATH \n headers = { 'content-type': 'application/json', \n 'accept': 'application/json' } \n r = requests.post(url, auth=HTTPBasicAuth(USER, PASS), verify=False, \n data=d.text, headers=headers) \n print('Status Code:', r.status_code,'\\n', r.text) \n else:\n print('AS3 test to ',IP, 'failed: ', r.text)\n
This simple python code will pull down an S3 declaration from GitHub using the 'requests' Python library, and the GITDRC variable, connect to a specific BIG-IP, test it’s running AS3 (see here for AS3 setup instructions), and then apply the declaration. It will give you some tracing output, but that’s about it.
\n\nThere are couple of things to note about IP’s, users, and passwords:
\n\n\n\n\n\nIP = '10.138.0.4'\nPORT = '8443'\nUSER = os.environ['XUSER']\nPASS = os.environ['XPASS'\n \n
As you can see, I’ve set the IP and port statically and the username and passwords are pulled in from environment variables in the container. We’ll talk more about the environment variables below, but this is more a way to illustrate your options than design advice.
\n\nNow we need to build a container to run it in. Containers are relatively easy to build with just a Dockerfile and a few more test files in a directory. Here's the docker file:
\n\n\n\n\n\nFROM python:3\nWORKDIR /usr/src/app\nARG Username=admin\nENV XUSER=$Username\nARG Password=admin\nENV XPASS=$Password\n# line bleow is not actually used - see comments - but oy probably is a better way \nARG DecURL=https://raw.githubusercontent.com/RuncibleSpoon/as3/master/declarations/payload.json\nENV Declaration=$DecURL\nCOPY requirements.txt ./\nRUN pip install --no-cache-dir -r requirements.txt\nCOPY . .\nENTRYPOINT [ \"python\", \"./as3.py\" ]\n \n
You can see a couple of ARG and ENV statements , these simple set the environment variables that we’re (somewhat arbitrarily) using in the python script. Further more we’re going to override them in then build command later. It’s worth noting this isn’t a way to obfuscate passwords, they are exposed by a simple
\n\n$ docker image history
\n\ncommand that will expose all sorts of things about the build of the container, including the environment variables passes to it.
\n\n\n\nThis can be overcome by a multi-stage build – but proper secret management is something you should explore – and comment below if you’d like some examples.
\n\nWhat’s this requirements.txt file mentioned in the Dockerfile it’s just a manifest to the install of the python package we need:
\n\n\n\n\n# This file is used by pip to install required python packages\n# Usage: pip install -r requirements.txt\n# requests package\nrequests==2.21.0\n
With our Dockerfile, requirements.txt and as3.py files in a directory we're ready to build a container - in this case I'm going to pass some environment variables into the build to be incorporated in the image - and replace the ones we have set in the Dockerfile:
\n\n$ export XUSER=admin
$ export XPASS=admin
Build the container (the -t flag names and tags your container, more of which later):
\n\n$ docker build -t runciblespoon/as3_python:A --build-arg Username=$XUSER --build-arg Password=$XPASS .
\n\nThe first time you do this there will be some lag as files for the python3 source container are downloaded and cached, but once it has run you should be able to see your image:
\n\n$ docker image list
REPOSITORY TAG IMAGE ID CREATED SIZE
runciblespoon/as3_python A 819dfeaad5eb About a minute ago 936MB
\n\npython 3 954987809e63 42 hours ago 929MB
\n\nhello-world latest fce289e99eb9 3 months ago 1.84kB
\n\nNow we are ready to run the container maybe a good time for a 'nothing up my sleeve' moment - here is the state of the BIG-IP before hand
\n\nNow let's run the container from our image. The -tty flag attached a pseudo terminal for output and --rm deletes the container afterwards:
\n\n$ docker run --tty --rm runciblespoon/as3_python:A
\n\n########### Fetching Declaration ###########
\n\n########### Checking that AS3 is running on 10.138.0.4 #########
\n\nAS3 version is 3.10.0
\n\n########## Runing Declaration #############
\n\nStatus Code: 200
\n\n{\"results\":[{\"message\":\"success\",\"lineCount\":23,\"code\":200,\"host\":\"localhost\",\"tenant\":\"Sample_01\",\"runTime\":929}],\"declaration\":{\"class\":\"ADC\",\"schemaVersion\":\"3.0.0\",\"id\":\"urn:uuid:33045210-3ab8-4636-9b2a-c98d22ab915d\",\"label\":\"Sample 1\",\"remark\":\"Simple HTTP Service with Round-Robin Load Balancing\",\"Sample_01\":{\"class\":\"Tenant\",\"A1\":{\"class\":\"Application\",\"template\":\"http\",\"serviceMain\":{\"class\":\"Service_HTTP\",\"virtualAddresses\":[\"10.138.0.4\"],\"pool\":\"web_pool\"},\"web_pool\":{\"class\":\"Pool\",\"monitors\":[\"http\"],\"members\":[{\"servicePort\":8080,\"serverAddresses\":[\"10.138.0.3\"]},{\"servicePort\":8081,\"serverAddresses\":[\"10.138.0.3\"]}]}}},\"updateMode\":\"selective\",\"controls\":{\"archiveTimestamp\":\"2019-04-26T18:40:56.861Z\"}}}
\n\nSuccess, by the looks of things. Let's check the BIG-IP:
\n\nrunning our container has pulled down the AS3 declaration, and applied it to the BIG-IP. This same container can now be run repeatedly - and only the AS3 declaration stored in git (or anywhere else your container can get it from) needs to change.
\n\nSo now you have this container running locally you might want ot put it somewhere. Docker hub is a good choice and lets you create one private repository for free. Remember this container image has credentials, so keep it safe and private.
\n\nNow the reason for the -t runciblespoon/as3_python:A flag earlier. My docker hub user is \"runciblespoon\" and my private repository is as3_python. So now all i need ot do is login to Docker Hub and push my image there:
\n\n$ docker login
$ docker push runciblespoon/as3_python:B
Now I can go to any other host that runs Docker, login to Docker hub and run my container:
\n\n$ docker login
$ docker run --tty --rm runciblespoon/as3_python:A
Unable to find image 'runciblespoon/as3_python:A' locally
B: Pulling from runciblespoon/as3_python
...
########### Fetching Declaration ###########
Docker will pull down my container form my private repo and run it, using the AS3 declaration I've specified. If I want to change my config, I just change the declaration and run it again.
\n\nHopefully this article gives you a starting point to develop your own containers, python scripts, or AS3 declarations, I'd be interested in what more you would like to see, please ask away in the comments section.
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\n\nWhile it’s far from production ready, it might serve as a basis for more complex configurations, plus it illustrates nicely some technology you can use to automate BIG-IP configuration using AS3, Python and containers.
\n\nI'm starting with a running BIG-IP - in this case a VE running on the Google Cloud Platform, with the AS3 wroker installed and provisioned, plus a couple of webservers listening on different ports.
\n\nFirst we’re going to need a host running docker. Fire up an instance in on the platform of your choice – in this example I’m using Ubuntu 18.04 LTS on the Google Cloud platform – that’s purely from familiarity – anything that can run Docker will do.
\n\nThe install process is well documented but looks a bit like this:
\n\n$ sudo apt-get update
\n\n$ sudo apt-get install \\
apt-transport-https \\
ca-certificates \\
curl \\
gnupg-agent \\
software-properties-common
$ curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
\n\n$ sudo add-apt-repository \\
\"deb [arch=amd64] https://download.docker.com/linux/ubuntu \\
$(lsb_release -cs) \\
stable\"
$sudo apt-get update
\n\n$ sudo apt-get install docker-ce docker-ce-cli containerd.io
\n\nIt's worth adding your user to the docker group to avoid repeadly forgetting to type sudo (or is that just me?)
\n\n$ sudo usermod -aG docker $USER
\n\nNext let's test it's all working:
\n\n$ docker run hello-world
\n\nNext let’s take a look at the AS3 declaration, as you might expect form me by now, it’s the most basic version – a simple HTTP app, with two pool members. The beauty of the AS3 model, of course, is that it doesn’t matter how complex your declaration is, the implementation is always the same. So you could take a much more involved declaration and just by changing the file the python script uses, get a more complex configuration.
\n\n\n\n\n\n\n\n\n{\n \"class\": \"AS3\",\n \"action\": \"deploy\",\n \"persist\": true,\n \"declaration\": {\n \"class\": \"ADC\",\n \"schemaVersion\": \"3.0.0\",\n \"id\": \"urn:uuid:33045210-3ab8-4636-9b2a-c98d22ab915d\",\n \"label\": \"Sample 1\",\n \"remark\": \"Simple HTTP Service with Round-Robin Load Balancing\",\n \"Sample_01\": {\n \"class\": \"Tenant\",\n \"A1\": {\n \"class\": \"Application\",\n \"template\": \"http\",\n \"serviceMain\": {\n \"class\": \"Service_HTTP\",\n \"virtualAddresses\": [\n \"10.138.0.4\"\n ],\n \"pool\": \"web_pool\"\n },\n \"web_pool\": {\n \"class\": \"Pool\",\n \"monitors\": [\n \"http\"\n ],\n \"members\": [\n {\n \"servicePort\": 8080,\n \"serverAddresses\": [\n \"10.138.0.3\"\n ]\n },\n {\n \"servicePort\": 8081,\n \"serverAddresses\": [\n \"10.138.0.3\"\n ]\n }\n ]\n }\n }\n }\n }\n }
Now we need some python code to fire up our request. The code below is absolutely a minimum viable set that’s been written for simplicity and clarity and does minimal error checking. There are more ways to improve it that lines of code in it, but it will get you started.
\n\n\n\n\n\n\n\n#Python Code to run an as3 declaration\n#\nimport requests\nimport os\nfrom requests.auth import HTTPBasicAuth\n\n# Get rid of annoying insecure requests waring\nfrom requests.packages.urllib3.exceptions import InsecureRequestWarning\nrequests.packages.urllib3.disable_warnings(InsecureRequestWarning)\n\n# Declaration location\nGITDRC = 'https://raw.githubusercontent.com/RuncibleSpoon/as3/master/declarations/payload.json'\nIP = '10.138.0.4'\nPORT = '8443'\nUSER = os.environ['XUSER']\nPASS = os.environ['XPASS']\nURLBASE = 'https://' + IP + ':' + PORT\nTESTPATH = '/mgmt/shared/appsvcs/info'\nAS3PATH = '/mgmt/shared/appsvcs/declare'\n\nprint(\"########### Fetching Declaration ###########\")\nd = requests.get(GITDRC)\n\n# Check we have connectivity and AS3 is installed\nprint('########### Checking that AS3 is running on ', IP ,' #########')\nurl = URLBASE + TESTPATH\n\nr = requests.get(url, auth=HTTPBasicAuth(USER, PASS), verify=False)\n\n\n\nif r.status_code == 200: \n data = r.json() \n if data[\"version\"]: \n print('AS3 version is ', data[\"version\"]) \n print('########## Runnig Declaration #############') \n url = URLBASE + AS3PATH \n headers = { 'content-type': 'application/json', \n 'accept': 'application/json' } \n r = requests.post(url, auth=HTTPBasicAuth(USER, PASS), verify=False, \n data=d.text, headers=headers) \n print('Status Code:', r.status_code,'\\n', r.text) \n else:\n print('AS3 test to ',IP, 'failed: ', r.text)\n
This simple python code will pull down an S3 declaration from GitHub using the 'requests' Python library, and the GITDRC variable, connect to a specific BIG-IP, test it’s running AS3 (see here for AS3 setup instructions), and then apply the declaration. It will give you some tracing output, but that’s about it.
\n\nThere are couple of things to note about IP’s, users, and passwords:
\n\n\n\n\n\n\nIP = '10.138.0.4'\nPORT = '8443'\nUSER = os.environ['XUSER']\nPASS = os.environ['XPASS'\n
As you can see, I’ve set the IP and port statically and the username and passwords are pulled in from environment variables in the container. We’ll talk more about the environment variables below, but this is more a way to illustrate your options than design advice.
\n\nNow we need to build a container to run it in. Containers are relatively easy to build with just a Dockerfile and a few more test files in a directory. Here's the docker file:
\n\n\n\n\n\n\nFROM python:3\nWORKDIR /usr/src/app\nARG Username=admin\nENV XUSER=$Username\nARG Password=admin\nENV XPASS=$Password\n# line bleow is not actually used - see comments - but oy probably is a better way \nARG DecURL=https://raw.githubusercontent.com/RuncibleSpoon/as3/master/declarations/payload.json\nENV Declaration=$DecURL\nCOPY requirements.txt ./\nRUN pip install --no-cache-dir -r requirements.txt\nCOPY . .\nENTRYPOINT [ \"python\", \"./as3.py\" ]\n
You can see a couple of ARG and ENV statements , these simple set the environment variables that we’re (somewhat arbitrarily) using in the python script. Further more we’re going to override them in then build command later. It’s worth noting this isn’t a way to obfuscate passwords, they are exposed by a simple
\n\n$ docker image history
\n\ncommand that will expose all sorts of things about the build of the container, including the environment variables passes to it.
\n\n\n\nThis can be overcome by a multi-stage build – but proper secret management is something you should explore – and comment below if you’d like some examples.
\n\nWhat’s this requirements.txt file mentioned in the Dockerfile it’s just a manifest to the install of the python package we need:
\n\n\n\n\n# This file is used by pip to install required python packages\n# Usage: pip install -r requirements.txt\n# requests package\nrequests==2.21.0\n
With our Dockerfile, requirements.txt and as3.py files in a directory we're ready to build a container - in this case I'm going to pass some environment variables into the build to be incorporated in the image - and replace the ones we have set in the Dockerfile:
\n\n$ export XUSER=admin
$ export XPASS=admin
Build the container (the -t flag names and tags your container, more of which later):
\n\n$ docker build -t runciblespoon/as3_python:A --build-arg Username=$XUSER --build-arg Password=$XPASS .
\n\nThe first time you do this there will be some lag as files for the python3 source container are downloaded and cached, but once it has run you should be able to see your image:
\n\n$ docker image list
REPOSITORY TAG IMAGE ID CREATED SIZE
runciblespoon/as3_python A 819dfeaad5eb About a minute ago 936MB
\n\npython 3 954987809e63 42 hours ago 929MB
\n\nhello-world latest fce289e99eb9 3 months ago 1.84kB
\n\nNow we are ready to run the container maybe a good time for a 'nothing up my sleeve' moment - here is the state of the BIG-IP before hand
\n\n\n\n
Now let's run the container from our image. The -tty flag attached a pseudo terminal for output and --rm deletes the container afterwards:
\n\n$ docker run --tty --rm runciblespoon/as3_python:A
\n\n########### Fetching Declaration ###########
\n\n########### Checking that AS3 is running on 10.138.0.4 #########
\n\nAS3 version is 3.10.0
\n\n########## Runing Declaration #############
\n\nStatus Code: 200
\n\n{\"results\":[{\"message\":\"success\",\"lineCount\":23,\"code\":200,\"host\":\"localhost\",\"tenant\":\"Sample_01\",\"runTime\":929}],\"declaration\":{\"class\":\"ADC\",\"schemaVersion\":\"3.0.0\",\"id\":\"urn:uuid:33045210-3ab8-4636-9b2a-c98d22ab915d\",\"label\":\"Sample 1\",\"remark\":\"Simple HTTP Service with Round-Robin Load Balancing\",\"Sample_01\":{\"class\":\"Tenant\",\"A1\":{\"class\":\"Application\",\"template\":\"http\",\"serviceMain\":{\"class\":\"Service_HTTP\",\"virtualAddresses\":[\"10.138.0.4\"],\"pool\":\"web_pool\"},\"web_pool\":{\"class\":\"Pool\",\"monitors\":[\"http\"],\"members\":[{\"servicePort\":8080,\"serverAddresses\":[\"10.138.0.3\"]},{\"servicePort\":8081,\"serverAddresses\":[\"10.138.0.3\"]}]}}},\"updateMode\":\"selective\",\"controls\":{\"archiveTimestamp\":\"2019-04-26T18:40:56.861Z\"}}}
\n\nSuccess, by the looks of things. Let's check the BIG-IP:
\n\n\n\n
running our container has pulled down the AS3 declaration, and applied it to the BIG-IP. This same container can now be run repeatedly - and only the AS3 declaration stored in git (or anywhere else your container can get it from) needs to change.
\n\nSo now you have this container running locally you might want ot put it somewhere. Docker hub is a good choice and lets you create one private repository for free. Remember this container image has credentials, so keep it safe and private.
\n\nNow the reason for the -t runciblespoon/as3_python:A flag earlier. My docker hub user is \"runciblespoon\" and my private repository is as3_python. So now all i need ot do is login to Docker Hub and push my image there:
\n\n$ docker login
$ docker push runciblespoon/as3_python:B
Now I can go to any other host that runs Docker, login to Docker hub and run my container:
\n\n$ docker login
$ docker run --tty --rm runciblespoon/as3_python:A
Unable to find image 'runciblespoon/as3_python:A' locally
B: Pulling from runciblespoon/as3_python
...
########### Fetching Declaration ###########
Docker will pull down my container form my private repo and run it, using the AS3 declaration I've specified. If I want to change my config, I just change the declaration and run it again.
\n\nHopefully this article gives you a starting point to develop your own containers, python scripts, or AS3 declarations, I'd be interested in what more you would like to see, please ask away in the comments section.
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Hey - thanks for this comment. I'm travelling right now but will take a proper look and amend the article where needed.
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