masroorhasan’s gists

masroorhasan / grpc_client_tracing.go

Last active July 17, 2019 03:51

	package grpc_client

	import (
	"github.com/opentracing/opentracing-go"
	"github.com/grpc-ecosystem/go-grpc-middleware/tracing/opentracing"
	"github.com/grpc-ecosystem/go-grpc-middleware"
	"google.golang.org/grpc"

	"github.com/masroorhasan/myapp/tracer"
	)

masroorhasan / wrap-seldon-housinggbserve-model.sh

Last active January 12, 2019 23:35

	#!/bin/bash
	TAG=$1

	docker run -v $(pwd):/gb_housing seldonio/core-python-wrapper:0.7 \
	/gb_housing \
	HousingGBServe \
	$TAG \
	masroorhasan \
	--service-type=MODEL \
	--grpc

masroorhasan / seldoncore.sh

Last active January 20, 2019 19:49

	#!/bin/bash
	APP=$1
	ENV=$2
	NS=$3

	# Ref: https://github.com/SeldonIO/seldon-core/blob/master/docs/install.md
	# create a ksonnet app
	ks init ${APP} --api-spec=version:v1.8.6

	# install seldon-core

masroorhasan / seldon-deployment.yaml

Last active January 20, 2019 22:27

	apiVersion: machinelearning.seldon.io/v1alpha2
	kind: SeldonDeployment
	metadata:
	labels:
	app: seldon
	ksonnet.io/component: housing-serve-gb
	name: housing-serve-gb
	namespace: seldon-serving
	spec:
	annotations:

masroorhasan / seldon-client.go

Last active January 20, 2019 23:05

	package main

	import (
	"context"
	"flag"
	"log"

	"google.golang.org/grpc"
	"google.golang.org/grpc/metadata"

masroorhasan / HousingGBServe.py

Created January 13, 2019 23:22

	import joblib
	import numpy as np

	class HousingGBServe(object):
	def __init__(self, model_file='gb_regressor.dat'):
	self.model = joblib.load(model_file)

	def predict(self, X, feature_names):
	prediction = self.model.predict(X)
	return [[prediction.item(0), prediction.item(0)]]

masroorhasan / ab-testing-housing-serve-deployment.yaml

Created January 14, 2019 00:33

	apiVersion: machinelearning.seldon.io/v1alpha2
	kind: SeldonDeployment
	metadata:
	labels:
	app: seldon
	ksonnet.io/component: ab-testing-housing-serve
	name: ab-testing-housing-serve
	namespace: seldon-serving
	spec:
	annotations:

masroorhasan / ab-testing-housing-serve-curl

Created January 14, 2019 00:36

	curl -X POST seldon-core-ambassador.ml-serving:80/seldon/ab-testing-housing-serve/api/v0.1/predictions -d '{"data":{"tensor":{"shape":[1,37],"values":[1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0,12.0,13.0,14.0,15.0,16.0,17.0,18.0,19.0,20.0,21.0,22.0,23.0,24.0,25.0,26.0,27.0,28.0,29.0,30.0,31.0,32.0,33.0,34.0,35.0,36.0,37.0]}}}' -H "Content-Type: application/json"
	{
	"meta": {
	"puid": "l7h22gr2malu8hv5om8u4p4kcp",
	"tags": {
	},
	"routing": {
	"ab-test": 1
	},
	"requestPath": {

masroorhasan / rb-housing-serve-local-curl

Created January 14, 2019 00:39

	curl -X POST localhost:5000/predict -d 'json={"data":{"tensor":{"shape":[1,37],"values":[1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0,12.0,13.0,14.0,15.0,16.0,17.0,18.0,19.0,20.0,21.0,22.0,23.0,24.0,25.0,26.0,27.0,28.0,29.0,30.0,31.0,32.0,33.0,34.0,35.0,36.0,37.0]}}}'
	{
	"data": {
	"names": [
	"t:0",
	"t:1"
	],
	"tensor": {
	"shape": [
	1,

masroorhasan / build_image.sh

Created January 29, 2019 07:57

	#!/bin/bash
	TAG=$1
	SELDON_WRAPPER_IMAGE_TAG=0.5-SNAPSHOT

	s2i build \
	-E ${ENV} . \
	seldonio/seldon-core-s2i-python2:${SELDON_WRAPPER_IMAGE_TAG} \
	masroor/housing-gb-serving:${TAG}

Masroor Hasan masroorhasan