pack and share demo script

docs/src/demos/pack-and-share.sh

@@ -0,0 +1,105 @@
+#!/usr/bin/env bash
+
+#######################################################
+# Demo script to show how to pack and share a model between
+# a data scientist and an app developer
+#######################################################
+
+
+. ../demo-magic.sh
+
+
+########################
+# Configure the options
+########################
+#
+# speed at which to simulate typing. bigger num = faster
+#
+ TYPE_SPEED=25
+
+#
+# custom prompt
+#
+# see http://www.tldp.org/HOWTO/Bash-Prompt-HOWTO/bash-prompt-escape-sequences.html for escape sequences
+#
+
+# Reguires the kit CLI to be installed
+
+## pull the example model we are going to use
+EXAMPLE_MODEL="ghcr.io/jozu-ai/modelkit-examples/scikitlearn-tabular:latest"
+NO_WAIT=true
+
+rm -rf ~/.kitops
+rm -rf model
+rm -rf airsat
+rm -rf deploy
+
+
+mkdir model
+kit unpack $EXAMPLE_MODEL -d ./model
+
+DEMO_PROMPT="${GREEN}➜ ${CYAN}data-scientist \$ ${COLOR_RESET}"
+
+# text color
+# DEMO_CMD_COLOR=$BLACK
+
+# hide the evidence
+clear
+wait
+
+# show the contents of the model folder
+pe "tree ./model"
+
+PROMPT_TIMEOUT=3
+wait
+
+# pe "cat ./model/Kitfile"
+# PROMPT_TIMEOUT=3
+# wait
+
+# pack the model into a modelkit
+pe "cd model"
+p " ### Packing the model, dataset, and Jupyter notebook into a ModelKit"
+pe "kit pack . -t airsat:integrate"
+pe "kit list"
+
+## tag for remote
+p " ### Tagging the ModelKit with remote reference"
+pe "kit tag airsat:integrate ghcr.io/jozu-ai/demos/airsat:integrate"
+pe "kit list"
+
+# push the model to the remote
+p " ### Pushing the ModelKit to the remote"
+pe "kit push ghcr.io/jozu-ai/demos/airsat:integrate"
+
+PROMPT_TIMEOUT=3
+wait
+
+
+### SWITCH TO APP DEVELOPER ###
+DEMO_PROMPT="${GREEN}➜ ${CYAN}app-developer \$ ${COLOR_RESET}"
+cd ..
+clear
+
+## pull the model
+p " ### Pulling the ModelKit from the remote to integrate into the application"
+pe "kit pull ghcr.io/jozu-ai/demos/airsat:integrate"
+
+pe "mkdir airsat"
+
+## unpack only the model and datasets
+p " ### Unpacking only model into a directory"
+pe "kit unpack ghcr.io/jozu-ai/demos/airsat:integrate --model -d ./airsat"
+pe "tree ./airsat"
+
+## tag for deployment and push
+p " ### Integration is done tagging the ModelKit for deployment and pushing to the remote"
+pe "kit tag ghcr.io/jozu-ai/demos/airsat:integrate ghcr.io/jozu-ai/demos/airsat:deploy"
+pe "kit push ghcr.io/jozu-ai/demos/airsat:deploy"
+
+
+# show a prompt so as not to reveal our true nature after
+# the demo has concluded
+cmd
+p ""
+exit