Cloud Computing with APL. Morten Kromberg, CXO, Dyalog
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1 Cloud Computing with APL Morten Kromberg, CXO, Dyalog
2 Cloud Computing Docker with APL Morten Kromberg, CXO, Dyalog
3 2 Cloud Computing: Definitions
4 3 Cloud Computing: Definitions Cloud Computing = "Using someone elses computer"
5 4 Cloud Computing: Definitions Cloud Computing = "Using someone elses computer" SAAS (Software As A Service): You use "Software" like gmail, dropbox, etc - with no idea of where it is running, or where your data is stored
6 5 Cloud Computing: Definitions Cloud Computing = "Using someone elses computer" SAAS (Software As A Service): You use "Software" like gmail, dropbox, etc - with no idea of where it is running, or where your data is stored PAAS: Someone hosts your application on a "Platform" which runs specific development tools (php, mysql, ASP.NET, Wordpress...)
7 6 Cloud Computing: Definitions Cloud Computing = "Using someone elses computer" SAAS (Software As A Service): You use "Software" like gmail, dropbox, etc - with no idea of where it is running, or where your data is stored PAAS: Someone hosts your application on a "Platform" which runs specific development tools (php, mysql, ASP.NET, Wordpress...) IAAS : Someone hosts your Virtual Machine on their "Infrastructure". You can install anything you like.
8 7 Cloud Computing: Definitions Cloud Computing = "Using someone elses computer" SAAS (Software As A Service): You use "Software" like gmail, dropbox, etc - with no idea of where it is running, or where your data is stored PAAS: Someone hosts your application on a "Platform" which runs specific development tools (php, mysql, ASP.NET, Wordpress...) IAAS : Someone hosts your Virtual Machine on their "Infrastructure". You can install anything you like. This talk is about installing and running Dyalog APL on IAAS.
9 8 Using IAAS
10 9 Using IAAS Pick an IAAS provider
11 10 Using IAAS Pick an IAAS provider Upload or Create a Virtual Machine
12 11 Using IAAS Pick an IAAS provider Upload or Create a Virtual Machine You save the hassle of o o o Buying [a] big enough computer[s] Maintaining / replacing the hardware Paying for a fast internet connection
13 12 Using IAAS the Hard Part
14 13 Using IAAS the Hard Part Picking a provider: o o Amazon, Microsoft, Google, DigitalOcean, Oracle, RackSpace, Netrepid, IBM/Redhat, GreenCloud, Alibaba, Openstack,... Can't help you with that
15 14 Using IAAS the Hard Part Picking a provider: o o Amazon, Microsoft, Google, DigitalOcean, Oracle, RackSpace, Netrepid, IBM/Redhat, GreenCloud, Alibaba, Openstack,... Can't help you with that Installing the software that you want to run on the Virtual Machine: o o APL Interpreter, Web Server or Service Framework, Database System, other tools... This is where Containers are "Pure Magic"
16 15 Containers Solve the Distribution Problem FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / ADD /myapp/v7/test /myapp RUN dpkg -i /dyalog*.deb RUN git clone /JSS ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws
17 16 Containers Solve the Distribution Problem Base Image FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / ADD /myapp/v7/test /myapp RUN dpkg -i /dyalog*.deb RUN git clone /JSS ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws
18 17 Containers Solve the Distribution Problem Base Image Files to Add FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / ADD /myapp/v7/test /myapp RUN dpkg -i /dyalog*.deb RUN git clone /JSS ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws
19 18 Containers Solve the Distribution Problem Base Image Files to Add Run during Build FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / ADD /myapp/v7/test /myapp RUN dpkg -i /dyalog*.deb RUN git clone /JSS ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws
20 19 Containers Solve the Distribution Problem Base Image Files to Add Run during Build Environment Vars FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / ADD /myapp/v7/test /myapp RUN dpkg -i /dyalog*.deb RUN git clone /JSS ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws
21 20 Containers Solve the Distribution Problem Base Image Files to Add Run during Build Environment Vars Run at Startup FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / ADD /myapp/v7/test /myapp RUN dpkg -i /dyalog*.deb RUN git clone /JSS ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws
22 21 Containers Solve the Distribution Problem Base Image Files to Add Run during Build Environment Vars Run at Startup FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / ADD /myapp/v7/test /myapp RUN dpkg -i /dyalog*.deb RUN git clone /JSS ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws This "Dockerfile" completely describes a machine which will run "myapp".
23 22 Containers Solve the Distribution Problem Base Image Files to Add Run during Build Environment Vars Run at Startup FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / ADD /myapp/v7/test /myapp RUN dpkg -i /dyalog*.deb RUN git clone /JSS ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws Your Code This "Dockerfile" completely describes a machine which will run "myapp".
24 23 Containers Solve the Distribution Problem Base Image Files to Add Run during Build Environment Vars Run at Startup FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / RUN dpkg -i /dyalog*.deb RUN git clone /JSS RUN git clone /myapp ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws Your Code Uses GitHub to load the source code for "myapp".
25 24
26 25 Building and Running the Docker Image Dockerfile FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / ADD /myapp/v7/test /myapp RUN dpkg -i /dyalog*.deb RUN git clone /JSS ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws
27 26 Building and Running the Docker Image Dockerfile FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / ADD /myapp/v7/test /myapp RUN dpkg -i /dyalog*.deb RUN git clone /JSS ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws Build docker build t myco/myapp-test.
28 27 Building and Running the Docker Image Dockerfile FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / ADD /myapp/v7/test /myapp RUN dpkg -i /dyalog*.deb RUN git clone /JSS ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws Build Run docker build t myco/myapp-test. docker run -p 8081:8080 -v /somefolder:/data e DEBUG=1 myco/myapp-test
29 28 docker run syntax & common switches docker run [OPTIONS] IMAGE [COMMAND] [ARG...] docker run -p 8081:8080 -v /somefolder:/data e DEBUG=1 myco/myapp-test Switch Description -p hhhh:cccc Map TCP port cccc in container to hhhh on host -e name=value Set environment variable inside the container -v /hfolder:/cfolder Mount /hfolder in container as /cfolder -t Allocate a pseudo-tty -i Keep stdin open even if not attached --rm Discard changes when container terminates
30 29 Distributing the Image: DockerHub Build docker build t myco/myapp-test. Run docker run -p 8081:8080 -v /somefolder:/data e DEBUG=1 myco/myapp-test
31 30 Distributing the Image: DockerHub Build docker build t myco/myapp-test. We can "push" the image to DockerHub: Run docker run -p 8081:8080 -v /somefolder:/data e DEBUG=1 myco/myapp-test
32 31 Distributing the Image: DockerHub Build docker build t myco/myapp-test. We can "push" the image to DockerHub: Push docker login docker push myco/myapp-test Run docker run -p 8081:8080 -v /somefolder:/data e DEBUG=1 myco/myapp-test
33 32 Distributing the Image: DockerHub Build docker build t myco/myapp-test. We can "push" the image to DockerHub: Push docker login docker push myco/myapp-test Now, the following will work on ANY computer that has Docker installed Run (assuming myco/myapp-test is a PUBLIC container) docker run -p 8081:8080 -v /somefolder:/data e DEBUG=1 myco/myapp-test
34 33 Distributing the Image: DockerHub Build docker build t myco/myapp-test. We can "push" the image to DockerHub: Push docker login docker push myco/myapp-test Now, the following will work on ANY computer that has Docker installed Run (assuming myco/myapp-test is a PUBLIC container) docker run -p 8081:8080 -v /somefolder:/data e DEBUG=1 myco/myapp-test
35 34 + GitHub for source code distribution. Code can be loaded at Image Build time, OR when a Container is started. DockerHub for container distribution. = Simple distribution of applications and tools to ANY machine including IAAS VMs.
36 35
37 36
38 37 Containers are STUNNING technology!
39 38 Containers are STUNNING technology! In addition to making distribution very simple:
40 39 Containers are STUNNING technology! In addition to making distribution very simple: Containers allow several applications to share the same host but remain isolated from each other
41 40 Containers are STUNNING technology! In addition to making distribution very simple: Containers allow several applications to share the same host but remain isolated from each other The effect is similar to Virtual Machines but the Operating System kernel is shared
42 41 Containers are STUNNING technology! In addition to making distribution very simple: Containers allow several applications to share the same host but remain isolated from each other The effect is similar to Virtual Machines but the Operating System kernel is shared Containers start and stop Containers in seconds o (the Operating System does not need to "Boot Up")
43 42 Containers are STUNNING technology! In addition to making distribution very simple: Containers allow several applications to share the same host but remain isolated from each other The effect is similar to Virtual Machines but the Operating System kernel is shared Containers start and stop Containers in seconds o (the Operating System does not need to "Boot Up") Containers consume MUCH less resources than VMs
44 43 Containers are STUNNING technology! ZDNET: Docker is hotter than hot because it makes it possible to get far more apps running on the same old servers and it also makes it very easy to package and ship programs.
45 44 Containers & Docker From:
46 45 Containers & Docker From:
47 46 Linux
48 47 Linux Container technology works best with Linux, due to the size of the kernel
49 48 Linux Container technology works best with Linux, due to the size of the kernel Windows kernels are getting smaller but are still 10-20x as large as Linux (~0.5-1Gb vs 50Mb).
50 49 Linux Container technology works best with Linux, due to the size of the kernel Windows kernels are getting smaller but are still 10-20x as large as Linux (~0.5-1Gb vs 50Mb). Good News: Your Dyalog APL code will run unchanged under Linux. o So long as it doesn't call Windows APIs
51 50 Docker for Windows Docker for Windows uses Microsoft Hyper-V to run either Linux or Windows virtual machines. It provides the same command line interface as Docker under Linux docker build t myco/myapp-test. docker push myco/myapp-test docker run -p 8081:8080 -v /somefolder:/data e DEBUG=1 myco/myapp-test
52 51
53 52
54 53
55 54
56 55 Public Dyalog Containers These currently for experimentation only and are based on UNSUPPORTED NON-COMMERCIAL Dyalog All run full development interpreters in interactive terminal mode. dyalog/dyalog:17.1-dbg Linux + Dyalog APL Interpreter dyalog/jsonserver:dbg dyalog:17.1-dbg + JSONServer dyalog/miserver:dbg dyalog:17.1-dbg + MiServer dyalog/jupyter dyalog:17.1-dbg + Python, Anaconda & Jupyter Notebook
57 56 Benefits of Public Containers Without Public Containers FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / RUN dpkg -i /dyalog*.deb RUN git clone /JSS ADD /myapp/v7/test /myapp ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws
58 57 Benefits of Public Containers Without Public Containers FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / RUN dpkg -i /dyalog*.deb RUN git clone /JSS ADD /myapp/v7/test /myapp ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws With Public Containers FROM dyalog/jsonserver:dbg ADD /myapp/v7/test /myapp ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws
59 58 Benefits of Public Containers Without Public Containers FROM ubuntu:18.04 ADD./dyalog-unicode_ _amd64.deb / RUN dpkg -i /dyalog*.deb RUN git clone /JSS ADD /myapp/v7/test /myapp ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws With Public Containers FROM dyalog/jsonserver:dbg ADD /myapp/v7/test /myapp ENV RIDE_INIT="SERVE:*:4502" ENV CodeLocation=/myapp CMD dyalog /JSS/JSONServer.dws Or even without a Dockerfile docker run p 8080:8080 p 4502:4502 v /myapp/v7/test:/myapp e RIDE_INIT="SERVE:*:4502" e CodeLocation=/myapp dyalog/jsonserver
60 59 Demo: Secure JSONServer FROM dyalog/jsonserver:dbg ENV MAXWS=256M ENV CodeLocation=/app ENV Port=8080 ENV Secure=1 ENV SSLValidation=64 ENV RootCertDir=/certs/ca ENV ServerCertFile=/certs/server/myserver-cert.pem ENV ServerKeyFile=/certs/server/myserver-key.pem ADD test-certs /certs ADD backend /app CMD dyalog /JSONServer/Distribution/JSONServer.dws Runs ZodiacService backend as a secure service
61 60 Demo: Secure JSONServer APL+JSONServer included FROM dyalog/jsonserver:dbg ENV MAXWS=256M ENV CodeLocation=/app ENV Port=8080 ENV Secure=1 ENV SSLValidation=64 ENV RootCertDir=/certs/ca ENV ServerCertFile=/certs/server/myserver-cert.pem ENV ServerKeyFile=/certs/server/myserver-key.pem ADD test-certs /certs ADD backend /app CMD dyalog /JSONServer/Distribution/JSONServer.dws Runs ZodiacService backend as a secure service
62 61 Demo: Secure JSONServer APL+JSONServer included Basic JSONServer Settings FROM dyalog/jsonserver:dbg ENV MAXWS=256M ENV CodeLocation=/app ENV Port=8080 ENV Secure=1 ENV SSLValidation=64 ENV RootCertDir=/certs/ca ENV ServerCertFile=/certs/server/myserver-cert.pem ENV ServerKeyFile=/certs/server/myserver-key.pem ADD test-certs /certs ADD backend /app CMD dyalog /JSONServer/Distribution/JSONServer.dws Runs ZodiacService backend as a secure service
63 62 Demo: Secure JSONServer APL+JSONServer included Basic JSONServer Settings Secure Options FROM dyalog/jsonserver:dbg ENV MAXWS=256M ENV CodeLocation=/app ENV Port=8080 ENV Secure=1 ENV SSLValidation=64 ENV RootCertDir=/certs/ca ENV ServerCertFile=/certs/server/myserver-cert.pem ENV ServerKeyFile=/certs/server/myserver-key.pem ADD test-certs /certs ADD backend /app CMD dyalog /JSONServer/Distribution/JSONServer.dws Runs ZodiacService backend as a secure service
64 63 Demo: Secure JSONServer APL+JSONServer included Basic JSONServer Settings Secure Options Add Certificates FROM dyalog/jsonserver:dbg ENV MAXWS=256M ENV CodeLocation=/app ENV Port=8080 ENV Secure=1 ENV SSLValidation=64 ENV RootCertDir=/certs/ca ENV ServerCertFile=/certs/server/myserver-cert.pem ENV ServerKeyFile=/certs/server/myserver-key.pem ADD test-certs /certs ADD backend /app CMD dyalog /JSONServer/Distribution/JSONServer.dws Runs ZodiacService backend as a secure service
65 64 Demo: Secure JSONServer APL+JSONServer included Basic JSONServer Settings Secure Options Add Certificates Application Code FROM dyalog/jsonserver:dbg ENV MAXWS=256M ENV CodeLocation=/app ENV Port=8080 ENV Secure=1 ENV SSLValidation=64 ENV RootCertDir=/certs/ca ENV ServerCertFile=/certs/server/myserver-cert.pem ENV ServerKeyFile=/certs/server/myserver-key.pem ADD test-certs /certs ADD backend /app CMD dyalog /JSONServer/Distribution/JSONServer.dws Runs ZodiacService backend as a secure service
66 65 Demo: Secure JSONServer APL+JSONServer included Basic JSONServer Settings Secure Options Add Certificates Application Code Start JSONServer FROM dyalog/jsonserver:dbg ENV MAXWS=256M ENV CodeLocation=/app ENV Port=8080 ENV Secure=1 ENV SSLValidation=64 ENV RootCertDir=/certs/ca ENV ServerCertFile=/certs/server/myserver-cert.pem ENV ServerKeyFile=/certs/server/myserver-key.pem ADD test-certs /certs ADD backend /app CMD dyalog /JSONServer/Distribution/JSONServer.dws Runs ZodiacService backend as a secure service
67 66
68 67
69 68 Demo Time
70 69 Demo Time On each machine, we have already:
71 70 Demo Time On each machine, we have already: Installed git
72 71 Demo Time On each machine, we have already: Installed git yum install git
73 72 Demo Time On each machine, we have already: Installed git yum install git Installed docker
74 73 Demo Time On each machine, we have already: Installed git yum install git Installed docker yum install -y docker usermod -a -G docker mary
75 74 Demo Time On each machine, we have already: Installed git yum install git Installed docker Installed the Docker Util Scripts yum install -y docker usermod -a -G docker mary
76 75 Demo Time On each machine, we have already: Installed git yum install git Installed docker Installed the Docker Util Scripts yum install -y docker usermod -a -G docker mary (and put them on the PATH)
77 76 Demo Time On each machine, we have already: Installed git yum install git Installed docker Installed the Docker Util Scripts yum install -y docker usermod -a -G docker mary git clone (and put them on the PATH)
78 77 Demo Time Build the "secure" service Push it to DockerHub Login to an AWS EC2 instance Start the service Test it from a Web Browser
79 78
80 79
81 80
82 81
83 82
84 83 Dyalog Public Scripts
85 84 Dyalog Public Scripts git clone
86 85 Dyalog Public Scripts git clone In parallel folders bashscripts and winscripts:
87 86 Dyalog Public Scripts git clone In parallel folders bashscripts and winscripts: dyalog-c folder [rideport] Starts container dyalog/dyalog:17.1-dbg folder is always mounted as /app in the container rideport is the optional port that RIDE can be attached to
88 87 Dyalog Public Scripts git clone In parallel folders bashscripts and winscripts: dyalog-c folder [rideport] Starts container dyalog/dyalog:17.1-dbg jsonserver-c folder [[httpport] [rideport]] Starts container dyalog/jsonserver-dbg folder is always mounted as /app in the container httpport is the application port that is always exposed by json- & mi-servers rideport is the optional port that RIDE can be attached to
89 88 Dyalog Public Scripts git clone In parallel folders bashscripts and winscripts: dyalog-c folder [rideport] Starts container dyalog/dyalog:17.1-dbg jsonserver-c folder [[httpport] [rideport]] Starts container dyalog/jsonserver-dbg miserver-c folder [[httpport] [rideport]] Starts container dyalog/miserver-dbg folder is always mounted as /app in the container httpport is the application port that is always exposed by json- & mi-servers rideport is the optional port that RIDE can be attached to
90 89 Dyalog Public Scripts git clone In parallel folders bashscripts and winscripts: dyalog-c folder [rideport] Starts container dyalog/dyalog:17.1-dbg jsonserver-c folder [[httpport] [rideport]] Starts container dyalog/jsonserver-dbg miserver-c folder [[httpport] [rideport]] Starts container dyalog/miserver-dbg jupyter-c [folder[/notebook]] [httpport] Starts container dyalog/jupyter (Jupyter notebook server) folder is always mounted as /app in the container httpport is the application port that is always exposed by json- & mi-servers rideport is the optional port that RIDE can be attached to
91 90 Demo Time
92 91 Demo Time Let's build
93 92 Demo Time Let's build an APL Based
94 93 Demo Time Let's build an APL Based Web Site
95 94 Demo Time Let's build an APL Based Web Site From Zero
96 95 Demo Time Let's build an APL Based Web Site From Zero In ABOUT 2 minutes...
97 96 docker-compose (multiple services)
98 97 docker-compose (multiple services)
99 98 scaling (replicated services)
100 99 scaling (replicated services)
101 100 scaling (replicated services)
102 101 Ideas for Future Containers Runtime and Development/Debug versions of all containers. dyalog/tamstat Runs HTML/JS version of Tamstat "anywhere" Looks for data in mapped folder /data dyalog/isolate Runs an isolate server If /workspace.dws is found, each isolate will be intialised from it /isolate.config will set security rules and other options
103 102 Conclusion It is already easy to deploy APL applications to the cloud (and debug them there) Many more public containers and tools to come. o Also "Premium Images" that you can run on cloud systems and pay for Dyalog APL "indirectly" throuhg the service provider. Follow the Dyalog Webinar series for more news and examples
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