From b6c9838907b8272550c994f92d5f7a3c693ef68a Mon Sep 17 00:00:00 2001 From: davidmirror-ops Date: Wed, 21 Feb 2024 18:04:41 -0500 Subject: [PATCH] Single binary instructions Signed-off-by: davidmirror-ops --- kcdmx2024/README.md | 89 ++++++++++++ kcdmx2024/img/logicalarch.png | Bin 0 -> 123230 bytes kcdmx2024/manifests/flyte-resources.yaml | 178 +++++++++++++++++++++++ kcdmx2024/values.yaml | 39 +++++ 4 files changed, 306 insertions(+) create mode 100644 kcdmx2024/README.md create mode 100644 kcdmx2024/img/logicalarch.png create mode 100644 kcdmx2024/manifests/flyte-resources.yaml create mode 100644 kcdmx2024/values.yaml diff --git a/kcdmx2024/README.md b/kcdmx2024/README.md new file mode 100644 index 0000000..02f1ab2 --- /dev/null +++ b/kcdmx2024/README.md @@ -0,0 +1,89 @@ +# KCD Mexico workshop: building a cloud-native platform for ML training from scratch + +This is the logical architecture you'll be deploying and using: + +![](./img/logicalarch.png) + +## Pre-requisites + +1. Docker Desktop +2. kubectl +3. minikube +4. python 3.9+ + +## Preparing a Kubernetes environment + +1. Launch a new cluster + +```bash +minikube start --driver=docker +``` + +2. Download the manifest for the Flyte dependencies: +```bash +curl -sl https://raw.githubusercontent.com/flyte-conference-talks/kcdmexico-2024/manifests/flyte-resources.yaml > flyte-resources.yaml +``` +3. Submit the manifest: +```bash +kubectl create -f flyte-resources.yaml +``` +3. Install Flyte: +```bash +helm install flyte-binary flyteorg/flyte-binary --values values.yaml -n flyte +``` +4. In three separate Terminal windows, start port-forwarding sessions to the following components: + +Web console +``` +kubectl -n flyte port-forward service/flyte-binary-http 8088:8088 +``` + +API endpoint +``` +kubectl -n flyte port-forward service/flyte-binary-grpc 8089:8089 +``` +minio (blob storage) +``` +kubectl -n flyte port-forward service/minio 9000:9000 +``` + +5. Edit the `$HOME/.flyte/config.yaml` file to reflect the following: +```yaml +admin: + endpoint: localhost:8089 + insecure: true + authType: Pkce +``` +6. Add and entry to your local DNS file so your `pyflyte` client is able to resolve the `minio` service name: +```bash +sudo vi /etc hosts + +# Host Database +# +# localhost is used to configure the loopback interface +# when the system is booting. Do not change this entry. +## +127.0.0.1 minio.flyte.svc.cluster.local +``` + +7. Download this demo workflow or simply start developing your own: + +``` bash +curl -sl https://raw.githubusercontent.com/davidmirror-ops/flyte-the-hard-way/main/docs/on-premises/microk8s/demo.py > demo.py +``` + +8. Submit the workflow: +``` bash +pyflyte run --remote demo.py wf +``` +Example output: +``` bash +Go to https://localhost:8089/console/projects/flytesnacks/domains/development/executions/f63a3e948256f4fd1b81 to see execution in the console. +``` +> NOTE: instead of `8089` use `8088` as the port you connect to in the browser with the above link. All these limitations don't exist in production environments that make use of an Ingress or Service Mesh. + +Follow the link and observe your workflow succeeding! +> The first run will take some time due to the download of the flytekit docker image + +### Congratulations +You have setup a working Flyte environment on minikube diff --git a/kcdmx2024/img/logicalarch.png b/kcdmx2024/img/logicalarch.png new file mode 100644 index 0000000000000000000000000000000000000000..66d6f708a766bfb2aed6d8facd839a1515afea72 GIT binary patch literal 123230 zcmeEucRbbo`#&d&lx#&fMJOvWvQNuig($0x$Sf<_r={$X$ZjAzglr8Y8D;M>vqSd! zUT>d!ea^e?&)>htQSh^q zY&-nLZsC145z#K0tEWzBD4sfn)v&j_a@E?5h)CfpY}p*_JK(p6!lQq3nC^GuYkA=a!zy zb-Od9?`yo>{Dlz6&qaLX`vVPsc z)AohGm`^)j`Oy>N4C?&e6z840)6(DUuk48Vp?gMVNr;ME7faTNr_0}Ul-zXN zWj(u70ww2u-XWq4_U5hF5vX+K+G*bsd6FRVguQFz)NF%$0w^9X&Yn0hSWcPk`;7g= z!$pRV@`K*VR3mt@V2Z57*|SfdSk!zaH@&lYzaAezF;{n2wRLlP`NV?cyE`h+LqjO# zo?Gp5rMdm!#QUShWS=R;-mhO{lcHhWcFCb~-|M!oQe~^OaWtLeLF8g&EO#Vn?>Zck zHQPrjk>Ghhhhd*=E2iLH)RYT$ilXI-P^J$vM!tJ@)#d(;qdAhM7e1DlX+PO~zFx3z z?V8v_Pg8RtC002~Y}ba=xgNtF4}~-5$Jxf8eGoBu(VPAxE`A`_^M%ZwICjs4_YB56 zUOKcNp1?TMSrIu-khI>Ds{#Nv4;a50aJcT)2gip!K9)a?HO!E_`chY+`J?_r&T`7mv~hVP0ZXrLEK5C9*_6 zqy>*2y*4Px=!x<6i2E@kyB3>kR-x{5glJ@sLt^MjQlDB%lBGwD-s(}rM~N9K80xF( zU5MDIh;E%YexLXOmR`lXgW{`1g!kb~5|P`KaQk$(pTE8HCABrNWQFZZHev5)U+Ioh z@Z)*DZhyT)N1f4yc%?$}$G#I(G$+qk+$T2n)jdFYpXV)ZE%*`#%>(&!A&wjr)CbO) zN(k*aeCj-w{==2$+dF*r%c&h;40ax*oFyAQVaOh@u}k}ulZHt%6Uzf34NfLJ=hK1D zypBQ_{p;l;60AO3Ix=1iiaROrM68kWCuwI8u?l_DyH7{u{qfl^_ww$peb3RZl1|4{ zotiC?PTo6WrMsim&*S}re;4^ zXwBtJv#Q7uN?d~I;{9nkwXrE&oz3rRoo8p_MbYCgTSHUb(sqmv( z_`nez?YInEWFEhTlU3NOjJ(@=pW!F|$>r(yF zMAy}M+c6KOD^mXA{<7AeUlv`~@hNR%%VbMvXcK7Zd**d&GmN+g+m5ZiRCwa{n{B7M z8+(t|U-SL8{oS#9rSF{Xt?nA36ksXyS~6g7{?Nfpflt~`{^7yCz%0*X-(uPkTct5FF=69smP2?5^ z+zegTpOYTm!^_RE%TL8mo1u=u<5AM1vyYnitoWuchGgtLk4Y0bKa$?7*QJ}REAZ0x zK zvXilw$laII3VJ>CV)%n2uVcEC`{45tx>4b_lsBV83bi3u*&~9a#Ac&&iyboO&X2h9 zck+MZcQA<3H!SWfwm0B0$O?KIxO1O~mDa!u9a~CU_k!KF1wB`%&Q4KuNB5Mwy0|Jx zjY+vm@kuvHr%BlfI_}N(uk@cYB+0^MT`-g{m2q`*VRV^Z+^DVo%vEiktiEUw{dw)P zp8SoKs8xG+u~p}#&+A{-MVFnHqL&@k($?8_=#u=vAV&Mll^ zayEKxzU2So5n0~-JNJF>SBETwgnmfk7Cs_nY1X`Mk!Eq$@zk#Sm#fqLZ&F#&N{TNi z>=)!0%@mrtTB5x6bIF1H)tv|AlC-^twsZ2UmPD9FbEsOXwJNYi=!dPz9O5=Rqf{Lk zVsgd5@S$bo5fvL1_QXTUHp=5{%u>$t?U~o729&CL_S+pRvsk-Jevj6kYk%|$!H{D! 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