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train · 1.4k rows

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Site Record Count Descending

Counts the number of records for each site, providing a basic overview of data distribution across different sites.

questions stringlengths 4 1.65k	answers stringlengths 1.73k 353k	site stringclasses 24 values	answers_cleaned stringlengths 1.73k 353k
GCP Everything in this repository has been developed as a parallel to CAI Config Validator The difference is that the Constraint Template schemas target instead of This ensures that the policies only target terraform resource changes instead of the entire CAI metadata library from a project folder or organization Use t...	# Terraform Config Validator Policy Library This repo contains a library of constraint templates and sample constraints to be used for Terraform resource change requests. If you're looking for the CAI variant, please see [Config Validator](https://github.com/lykaasegura/w-secteam-repo). Everything in this repository ...	GCP	Terraform Config Validator Policy Library This repo contains a library of constraint templates and sample constraints to be used for Terraform resource change requests If you re looking for the CAI variant please see Config Validator https github com lykaasegura w secteam repo Everything in this repository ...
GCP Config Validator Setup User Guide Table of Contents Go from setup to proof of concept in under 1 hour	## Config Validator \| Setup & User Guide ### Go from setup to proof-of-concept in under 1 hour Table of Contents * [Overview](#overview) * [How to set up constraints with Policy Library](#how-to-set-up-constraints-with-policy-library) * [Get started with the Policy Library repository](#get-started-with-the-pol...	GCP	Config Validator Setup User Guide Go from setup to proof of concept in under 1 hour Table of Contents Overview overview How to set up constraints with Policy Library how to set up constraints with policy library Get started with the Policy Library repository get started with the pol...
GCP The folder structure below contains a TL DR explanation of each item s purpose We ll go into further detail below bash You ll notice that this repository contains a handful of folders each with different items It s confusing at first so let s dive into it First let s start with how the library is organized policy l...	# Functional Principles of the Constraint Framework You'll notice that this repository contains a handful of folders, each with different items. It's confusing at first, so let's dive into it! First, let's start with how the library is organized. ## Folder Structure The folder structure below contains a TL;DR explan...	GCP	Functional Principles of the Constraint Framework You ll notice that this repository contains a handful of folders each with different items It s confusing at first so let s dive into it First let s start with how the library is organized Folder Structure The folder structure below contains a TL DR explan...
GCP format and compressed using compression Application can be extended to support additional redis operations different encodings e g avro protobuf and Application Framework to execute various operations on redis to evaluate key performance metrics such as CPU Memory compression formats Check below for details Overvie...	## Overview Application Framework to execute various operations on redis to evaluate key performance metrics such as CPU & Memory utilization, Bytes transferred, Time per command etc. For complete list of metrics refer [MemoryStore Redis Metrics](https://cloud.google.com/memorystore/docs/redis/supported-monitoring-...	GCP	Overview Application Framework to execute various operations on redis to evaluate key performance metrics such as CPU Memory utilization Bytes transferred Time per command etc For complete list of metrics refer MemoryStore Redis Metrics https cloud google com memorystore docs redis supported monitoring ...
GCP kafka2avro batch mode pipeline This example contains two Dataflow pipelines reads objects from Kafka convert them to Avro and write the generates a set of objects and write them to Kafka This is a output to Google Cloud Storage This is a streaming mode pipeline This example shows how to use Apache Beam and SCIO to ...	# kafka2avro This example shows how to use Apache Beam and SCIO to read objects from a Kafka topic, and serialize them encoded as Avro files in Google Cloud Storage. This example contains two Dataflow pipelines: * [Object2Kafka](src/main/scala/com/google/cloud/pso/kafka2avro/Object2Kafka.scala): generates a set of ob...	GCP	kafka2avro This example shows how to use Apache Beam and SCIO to read objects from a Kafka topic and serialize them encoded as Avro files in Google Cloud Storage This example contains two Dataflow pipelines Object2Kafka src main scala com google cloud pso kafka2avro Object2Kafka scala generates a set of ob...
GCP This approach genrally has following benefits With multi folder repositories it s possible to combine similar IaC into a single repository and or centralize the mangement of multiple business units code Organizing code across multiple folders within a single version control repositiroy such as github is a very comm...	# Selective deployment Organizing code across multiple folders within a single version control repositiroy such as github is a very common practice, and we're referring this as multi-folder repository. Selective deployment approach lets you find the folders changed within your repository and only run the logic ...	GCP	Selective deployment Organizing code across multiple folders within a single version control repositiroy such as github is a very common practice and we re referring this as multi folder repository Selective deployment approach lets you find the folders changed within your repository and only run the logic ...
GCP GCP Project to host all the resources A terraform script is provided to setup all the required resources Introduction GCP resources This example implements the infrastructure required to deploy an end to end using platform MLOps with Vertex AI Infra setup	# MLOps with Vertex AI - Infra setup ## Introduction This example implements the infrastructure required to deploy an end-to-end [MLOps process](https://services.google.com/fh/files/misc/practitioners_guide_to_mlops_whitepaper.pdf) using [Vertex AI](https://cloud.google.com/vertex-ai) platform. ## GCP resources A t...	GCP	MLOps with Vertex AI Infra setup Introduction This example implements the infrastructure required to deploy an end to end MLOps process https services google com fh files misc practitioners guide to mlops whitepaper pdf using Vertex AI https cloud google com vertex ai platform GCP resources A t...
GCP Using dbt and Cloud Composer for managing BigQuery example code Cloud Composer is a fully managed data workflow orchestration service that empowers you to author schedule and monitor pipelines Code Examples 1 Basic This repository demonstrate using the dbt to manage tables in BigQuery and using Cloud Composer for s...	# Using dbt and Cloud Composer for managing BigQuery example code DBT (Data Building Tool) is a command-line tool that enables data analysts and engineers to transform data in their warehouses simply by writing select statements. Cloud Composer is a fully managed data workflow orchestration service that empowers...	GCP	Using dbt and Cloud Composer for managing BigQuery example code DBT Data Building Tool is a command line tool that enables data analysts and engineers to transform data in their warehouses simply by writing select statements Cloud Composer is a fully managed data workflow orchestration service that empowers...
GCP FairingXGBoost this notebook demonstrate how to complete you can use Kubeflow Fairing to deploy your trained model as a prediction endpoint Kubeflow Fairing Examples Train an XGBoost model in a local notebook Train an XGBoost model remotely on Kubeflow cluster with Kubeflow Fairing ML models in a hybrid cloud envir...	# Kubeflow Fairing Examples `Kubeflow Fairing` is a Python package that streamlines the process of building, training, and deploying machine learning (ML) models in a hybrid cloud environment. By using Kubeflow Fairing and adding a few lines of code, you can run your ML training job locally or in the cloud, directly fr...	GCP	Kubeflow Fairing Examples Kubeflow Fairing is a Python package that streamlines the process of building training and deploying machine learning ML models in a hybrid cloud environment By using Kubeflow Fairing and adding a few lines of code you can run your ML training job locally or in the cloud directly fr...
GCP you may not use this file except in compliance with the License https www apache org licenses LICENSE 2 0 Copyright 2022 Google LLC You may obtain a copy of the License at Unless required by applicable law or agreed to in writing software Licensed under the Apache License Version 2 0 the License	<!-- Copyright 2022 Google LLC Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at https://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software d...	GCP	Copyright 2022 Google LLC Licensed under the Apache License Version 2 0 the License you may not use this file except in compliance with the License You may obtain a copy of the License at https www apache org licenses LICENSE 2 0 Unless required by applicable law or agreed to in writing software d...
GCP 1 Cloud Storage Entities creation and update for Dialogflow This module is an example how to create and update entities for Dialogflow Recommended Reading Technology Stack 1 Dialogflow 1 Cloud Functions	# Entities creation and update for Dialogflow This module is an example how to create and update entities for Dialogflow. ## Recommended Reading [Entities Options](https://cloud.google.com/dialogflow/docs/entities-options) ## Technology Stack 1. Cloud Storage 1. Cloud Functions 1. Dialogflow ## Programming Language ...	GCP	Entities creation and update for Dialogflow This module is an example how to create and update entities for Dialogflow Recommended Reading Entities Options https cloud google com dialogflow docs entities options Technology Stack 1 Cloud Storage 1 Cloud Functions 1 Dialogflow Programming Language ...
GCP Automatic Subordinate CA activation using Root CA in the CAS This repository contains sample Terraform resource definitions for deploying several Root and Subordinate CA provisioning It demonstrates several Certificate Authority Service features and provides examples Certificate Authority Service Demo of Terraform ...	# Certificate Authority Service Demo This repository contains sample Terraform resource definitions for deploying several related Certificate Authority Service (CAS) resources to the Google Cloud. It demonstrates several Certificate Authority Service features and provides examples of Terraform configuration for the ...	GCP	Certificate Authority Service Demo This repository contains sample Terraform resource definitions for deploying several related Certificate Authority Service CAS resources to the Google Cloud It demonstrates several Certificate Authority Service features and provides examples of Terraform configuration for the ...
GCP generates fake JSON messages matching the schema to a Pub Sub topic at the rate of the QPS Dataflow Streaming Benchmark fake or generated data This pipeline takes in a QPS parameter a path to a schema file and A streaming pipeline which generates messages at a specified rate to a Pub Sub topic The messages Pipeline...	# Dataflow Streaming Benchmark When developing Dataflow pipelines, it's common to want to benchmark them at a specific QPS using fake or generated data. This pipeline takes in a QPS parameter, a path to a schema file, and generates fake JSON messages matching the schema to a Pub/Sub topic at the rate of the QPS. ## P...	GCP	Dataflow Streaming Benchmark When developing Dataflow pipelines it s common to want to benchmark them at a specific QPS using fake or generated data This pipeline takes in a QPS parameter a path to a schema file and generates fake JSON messages matching the schema to a Pub Sub topic at the rate of the QPS P...
GCP Webhook example Recommended Reading This module is a webhook example for Dialogflow An agent created in Dialogflow is connected to this webhook that is running in Cloud Function Technology Stack 1 Cloud Firestore The webhook also connects to a Cloud Firestore to get the users information used in the example	# Webhook example This module is a webhook example for Dialogflow. An agent created in Dialogflow is connected to this webhook that is running in Cloud Function. The webhook also connects to a Cloud Firestore to get the users information used in the example. ## Recommended Reading [Dialogflow Fulfillment Overview](ht...	GCP	Webhook example This module is a webhook example for Dialogflow An agent created in Dialogflow is connected to this webhook that is running in Cloud Function The webhook also connects to a Cloud Firestore to get the users information used in the example Recommended Reading Dialogflow Fulfillment Overview ht...
GCP based failover The load balancers in front of the Managed Instance Group or Cloud Run service are configured for DNS load balancing for enhancing availability of a Cloud Run or Google Cloud Compute Managed Instance Groups based applications The applciation instances get redundantly deployed to two distinct regions ...	# Multi-regional Application Availability This demo project contains Google Cloud infrastrcuture components that illustrate use cases for enhancing availability of a Cloud Run or Google Cloud Compute Managed Instance Groups based applications. The applciation instances get redundantly deployed to two distinct regio...	GCP	Multi regional Application Availability This demo project contains Google Cloud infrastrcuture components that illustrate use cases for enhancing availability of a Cloud Run or Google Cloud Compute Managed Instance Groups based applications The applciation instances get redundantly deployed to two distinct regio...
GCP This is the BigQuery query that will generate the source data SELECT table that will be created in AlloyDB sql We are going to be moving data from a public dataset stored in BigQuery into a toaddress dataflow bigquery to alloydb fromaddress	# dataflow-bigquery-to-alloydb We are going to be moving data from a public dataset stored in BigQuery into a table that will be created in AlloyDB. This is the BigQuery query that will generate the source data: ```sql SELECT from_address, to_address, CASE WHEN SAFE_CAST(value AS NUMERIC) IS NULL ...	GCP	dataflow bigquery to alloydb We are going to be moving data from a public dataset stored in BigQuery into a table that will be created in AlloyDB This is the BigQuery query that will generate the source data sql SELECT from address to address CASE WHEN SAFE CAST value AS NUMERIC IS NULL ...
GCP gcs hive external table file optimization 1 Example solution to showcase impact of file count file size and file type on Hive external tables and query speeds 2 Table Of Contents	# gcs-hive-external-table-file-optimization Example solution to showcase impact of file count, file size, and file type on Hive external tables and query speeds ---- ## Table Of Contents 1. [About](#about) 2. [Use Case](#use-case) 3. [Architecture](#architecture) 4. [Guide](#guide) 5. [Sample Queries](#sample-queri...	GCP	gcs hive external table file optimization Example solution to showcase impact of file count file size and file type on Hive external tables and query speeds Table Of Contents 1 About about 2 Use Case use case 3 Architecture architecture 4 Guide guide 5 Sample Queries sample queri...
GCP the entire solution on Google Cloud Platform GCP IoT Nirvana distributed all over the world and to follow temperature evolution by city in Architecture real time This document will guide you through the necessary steps to set up Internet of Things architecture running on Google Cloud Platform The purpose of This so...	# IoT Nirvana This solution was built with the purpose of demonstrating an end-to-end Internet of Things architecture running on Google Cloud Platform. The purpose of the solution is to simulate the collection of temperature measures from sensors distributed all over the world and to follow temperature evolution by ci...	GCP	IoT Nirvana This solution was built with the purpose of demonstrating an end to end Internet of Things architecture running on Google Cloud Platform The purpose of the solution is to simulate the collection of temperature measures from sensors distributed all over the world and to follow temperature evolution by ci...
GCP	- [Reusable Plugins](#reusable-plugins-for-cloud-data-fusion-cdf--cdap) - [Overview](#overview) - [CheckPointReadAction, CheckPointUpdateAction](#checkpointreadaction-checkpointupdateaction) - [Dependencies](#dependencies) - [Setting up Firestore](#setting-up-firestore) - [Set Ru...	GCP	Reusable Plugins reusable plugins for cloud data fusion cdf cdap Overview overview CheckPointReadAction CheckPointUpdateAction checkpointreadaction checkpointupdateaction Dependencies dependencies Setting up Firestore setting up firestore Set Ru...
GCP The GitLab Kubernetes Agent KAS is a tool that helps you deploy your code to a Google Kubernetes Engine GKE cluster using GitOps practices It does this by using a YAML configuration file that you create in your repository It handles automated deployment of services after the images have been built by a CI CD pipeli...	# Terraform for Deploying a KAS agent in a GKE cluster This repository provides Terraform code for deploying a KAS agent in a GKE cluster, to connect it with a Gitlab repository to automatically deploy, manage, and monitor your cloud-native solutions using GitOps practices. This creates resources in your cluster to dep...	GCP	Terraform for Deploying a KAS agent in a GKE cluster This repository provides Terraform code for deploying a KAS agent in a GKE cluster to connect it with a Gitlab repository to automatically deploy manage and monitor your cloud native solutions using GitOps practices This creates resources in your cluster to dep...
GCP Getting Started Pub Sub topic to be ingested elsewhere This example illustrates how to use the DLP api in a Cloud Function to redact Redacting Sensitive Data Using the DLP API following These instructions will walk you through setting up your environment to do the sensitive data from log exports The scrubbed logs w...	# Redacting Sensitive Data Using the DLP API This example illustrates how to use the DLP api in a Cloud Function to redact sensitive data from log exports. The scrubbed logs will then be posted to a Pub/Sub topic to be ingested elsewhere. ## Getting Started These instructions will walk you through setting up your en...	GCP	Redacting Sensitive Data Using the DLP API This example illustrates how to use the DLP api in a Cloud Function to redact sensitive data from log exports The scrubbed logs will then be posted to a Pub Sub topic to be ingested elsewhere Getting Started These instructions will walk you through setting up your en...
GCP Anthos Service Mesh ASM for multiple GKE clusters using Terraform Here are several reference documents if you encounter an issue when following the instructions below Pod traffic security scanning using ASM Docker and Google Artifact Registry GAR Documentation Multi Cluster ASM on Private Clusters Contents Connecti...	# Contents - [Multi-Cluster ASM on Private Clusters](./infrastructure): Anthos Service Mesh (ASM) for multiple GKE clusters, using Terraform - [Twistlock PoC](./twistlock): Pod traffic security scanning, using ASM, Docker and Google Artifact Registry (GAR) - [Cloud SQL for PostgreSQL PoC](./postgres): Connecting GKE cl...	GCP	Contents Multi Cluster ASM on Private Clusters infrastructure Anthos Service Mesh ASM for multiple GKE clusters using Terraform Twistlock PoC twistlock Pod traffic security scanning using ASM Docker and Google Artifact Registry GAR Cloud SQL for PostgreSQL PoC postgres Connecting GKE cl...
GCP Summary PostgreSQL uses application level protocol negotiation for SSL connection Istio Proxy currently uses TCP level protocol negotiation so Istio Proxy sidecar errors out during SSL handshake when it tries to auto encrypt connection with PostgreSQL In this article we document how to reproduce this issue Auto Enc...	# Auto Encrypt PostgreSQL SSL Connection Using Istio Proxy Sidecar ### Summary PostgreSQL uses application-level protocol negotiation for SSL connection. Istio Proxy currently uses TCP-level protocol negotiation, so Istio Proxy sidecar errors out during SSL handshake when it tries to auto encrypt connection with Post...	GCP	Auto Encrypt PostgreSQL SSL Connection Using Istio Proxy Sidecar Summary PostgreSQL uses application level protocol negotiation for SSL connection Istio Proxy currently uses TCP level protocol negotiation so Istio Proxy sidecar errors out during SSL handshake when it tries to auto encrypt connection with Post...
GCP Summary PostgreSQL Auto SSL Connection Using Cloud SQL Proxy Because ASM Istio Proxy sidecar doesn t work with PostgreSQL SSL auto encryption we demonstrate how to use Cloud SQL Proxy to auto encrypt SSL connection with Cloud SQL PostgreSQL database in this article PostgreSQL uses application level protocol negotia...	# PostgreSQL Auto SSL Connection Using Cloud SQL Proxy ## Summary PostgreSQL uses application-level protocol negotiation for SSL connection. Istio Proxy currently uses TCP-level protocol negotiation, so Istio Proxy sidecar errors out during SSL handshake when it tries to auto encrypt connection with PostgreSQL. Pleas...	GCP	PostgreSQL Auto SSL Connection Using Cloud SQL Proxy Summary PostgreSQL uses application level protocol negotiation for SSL connection Istio Proxy currently uses TCP level protocol negotiation so Istio Proxy sidecar errors out during SSL handshake when it tries to auto encrypt connection with PostgreSQL Pleas...
GCP Cost Optimization Dashboard This repo contains SQL scripts for analyzing GCP Billing Recommendations data and also a guide to setup the Cost Optimization dashboard Introduction For sample dashboard The Cost Optimization dashboard builds on top of existing and adds following additional insights to the dashboard Comp...	# Cost Optimization Dashboard This repo contains SQL scripts for analyzing GCP Billing, Recommendations data and also a guide to setup the Cost Optimization dashboard. For sample dashboard [see here](https://datastudio.google.com/c/u/0/reporting/6cf564a4-9c94-4cfd-becd-b9c770ee7aa2/page/r34iB). ## Introduction The C...	GCP	Cost Optimization Dashboard This repo contains SQL scripts for analyzing GCP Billing Recommendations data and also a guide to setup the Cost Optimization dashboard For sample dashboard see here https datastudio google com c u 0 reporting 6cf564a4 9c94 4cfd becd b9c770ee7aa2 page r34iB Introduction The C...
GCP Copyright 2021 Google LLC All Rights Reserved you may not use this file except in compliance with the License http www apache org licenses LICENSE 2 0 You may obtain a copy of the License at Unless required by applicable law or agreed to in writing software Licensed under the Apache License Version 2 0 the License	<!-- Copyright 2021 Google LLC. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at: http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to...	GCP	Copyright 2021 Google LLC All Rights Reserved Licensed under the Apache License Version 2 0 the License you may not use this file except in compliance with the License You may obtain a copy of the License at http www apache org licenses LICENSE 2 0 Unless required by applicable law or agreed to...
GCP Instrumenting Web Applications End to End with Stackdriver and OpenTelemetry Stackdriver export to BigQuery and analyze the logs with SQL queries This tutorial demonstrates instrumenting a web application end to end from the JavaScript browser code that drives HTTP requests to a Node js backend that with OpenTeleme...	# Instrumenting Web Applications End-to-End with Stackdriver and OpenTelemetry This tutorial demonstrates instrumenting a web application end-to-end, from the browser to the backend application, including logging, monitoring, and tracing with OpenTelemetry and Stackdriver to run for a load test. It shows how to collec...	GCP	Instrumenting Web Applications End to End with Stackdriver and OpenTelemetry This tutorial demonstrates instrumenting a web application end to end from the browser to the backend application including logging monitoring and tracing with OpenTelemetry and Stackdriver to run for a load test It shows how to collec...
GCP Five9 Voicestream Integration with Agent Assist Copyright 2024 Google This software is provided as is without warranty or representation for any use or purpose Your use of it is subject to your agreement with Google Project Structure This is a PoC to integrate Five9 Voicestream with Agent Assist	Copyright 2024 Google. This software is provided as-is, without warranty or representation for any use or purpose. Your use of it is subject to your agreement with Google. # Five9 Voicestream Integration with Agent Assist This is a PoC to integrate Five9 Voicestream with Agent Assist. ## Project Structure ``` . ├──...	GCP	Copyright 2024 Google This software is provided as is without warranty or representation for any use or purpose Your use of it is subject to your agreement with Google Five9 Voicestream Integration with Agent Assist This is a PoC to integrate Five9 Voicestream with Agent Assist Project Structure ...
GCP export BUCKET YOURBUCKET Before launching training job please copy the raw data and define the environmental variables the bucket for staging and the bucket where you are going to store data as well as training job s outputs TensorFlow Profiling Examples gsutil m cp gs cloud training demos babyweight preproc gs BUC...	# TensorFlow Profiling Examples Before launching training job, please copy the raw data and define the environmental variables (the bucket for staging and the bucket where you are going to store data as well as training job's outputs) `export BUCKET=YOUR_BUCKET gsutil -m cp gs://cloud-training-demos/babyweight/preproc...	GCP	TensorFlow Profiling Examples Before launching training job please copy the raw data and define the environmental variables the bucket for staging and the bucket where you are going to store data as well as training job s outputs export BUCKET YOUR BUCKET gsutil m cp gs cloud training demos babyweight preproc...
GCP Google Cloud Platform Estimated cost to run this tutorial is 9 per day Prerequisites This tutorial uses Anthos which is on the Google Cloud Platform GCP If you don t have an account you can for 300 in free credits After signing up a GCP project and to a billing account	# Prerequisites ## Google Cloud Platform This tutorial uses Anthos which is on the Google Cloud Platform (GCP). If you don’t have an account, you can [sign up](https://cloud.google.com/free/) for $300 in free credits. Estimated cost to run this tutorial is $9 per day. After signing up, [create](https://cloud.googl...	GCP	Prerequisites Google Cloud Platform This tutorial uses Anthos which is on the Google Cloud Platform GCP If you don t have an account you can sign up https cloud google com free for 300 in free credits Estimated cost to run this tutorial is 9 per day After signing up create https cloud googl...
GCP ACM is a key component of Anthos that lets you define and enforce configs including custom policies and apply it across all your infrastructure both on premises and in the cloud Set up Anthos Config Management ACM Before setting up ACM first enable the ACM feature With ACM you can set configs and policies in one re...	# Set up Anthos Config Management (ACM) [Anthos Config Management](https://cloud.google.com/anthos/config-management) (ACM) is a key component of Anthos that lets you define and enforce configs, including custom policies, and apply it across all your infrastructure both on-premises and in the cloud. With ACM, you ca...	GCP	Set up Anthos Config Management ACM Anthos Config Management https cloud google com anthos config management ACM is a key component of Anthos that lets you define and enforce configs including custom policies and apply it across all your infrastructure both on premises and in the cloud With ACM you ca...
GCP In this section we ll automate a CI CD pipeline taking advantage of the features from anthos CICD with Anthos Before creating a CICD pipeline we need an application For this tutorial we ll use the popular hello kubernetes application created by paulbower but with a few modifications Download hello kubernetes app Cr...	# CICD with Anthos In this section, we’ll automate a CI/CD pipeline taking advantage of the features from anthos. ## Create app Before creating a CICD pipeline we need an application. For this tutorial, we’ll use the popular hello kubernetes application created by paulbower but with a few modifications. Download h...	GCP	CICD with Anthos In this section we ll automate a CI CD pipeline taking advantage of the features from anthos Create app Before creating a CICD pipeline we need an application For this tutorial we ll use the popular hello kubernetes application created by paulbower but with a few modifications Download h...
GCP node os information This container image can be deployed on a Kubernetes cluster When accessed via a web browser on port it will display The default Hello world message displayed can be overridden using the environment variable The default port of 8080 can be overriden using the environment variable Hello Kubernete...	# Hello Kubernetes! This container image can be deployed on a Kubernetes cluster. When accessed via a web browser on port `8080`, it will display: - a default Hello world! message - the pod name - node os information ![Hello world! from the hello-kubernetes image](hello-kubernetes.png) The default "Hello world!"...	GCP	Hello Kubernetes This container image can be deployed on a Kubernetes cluster When accessed via a web browser on port 8080 it will display a default Hello world message the pod name node os information Hello world from the hello kubernetes image hello kubernetes png The default Hello world ...
GCP The solution leverages Airflow s dependency management capabilities by dynamically configuring the externaldatefn parameter in the to create a hierarchical relationship between the parent and child DAGs Composer Dependency Management Solution DAG code snippet for Depedency Management using with yearly schedule freq...	# Composer Dependency Management ### TL;DR: This repository presents a Cloud Composer workflow designed to orchestrate complex task dependencies within Apache Airflow. The solution specifically addresses the challenge of managing parent-child DAG relationships across varying temporal frequencies (yearly, monthly, week...	GCP	Composer Dependency Management TL DR This repository presents a Cloud Composer workflow designed to orchestrate complex task dependencies within Apache Airflow The solution specifically addresses the challenge of managing parent child DAG relationships across varying temporal frequencies yearly monthly week...
GCP shanekok9 gmail com Andrew Leach Google karanpalsani utexas edu Dimos Christopoulos Google Contributors Better Consumer Complaint and Support Request Handling With AI Anastasiia Manokhina Google Michael Sherman Google	# Better Consumer Complaint and Support Request Handling With AI ## Contributors - Dimos Christopoulos (Google) - [Shane Kok](https://www.linkedin.com/in/shane-kok-b1970a82/) (shanekok9@gmail.com) - Andrew Leach (Google) - Anastasiia Manokhina (Google) - [Karan Palsani](https://www.linkedin.com/in/karanpalsani/) (kar...	GCP	Better Consumer Complaint and Support Request Handling With AI Contributors Dimos Christopoulos Google Shane Kok https www linkedin com in shane kok b1970a82 shanekok9 gmail com Andrew Leach Google Anastasiia Manokhina Google Karan Palsani https www linkedin com in karanpalsani kar...
GCP In production setup it s also useful to load test your models to tune example illustrates how to automate deployment of your trained models to GKE your service can handle the required throughput First of all we need to train a model You are welcome to experiment with your This You can serve your TensorFlow models o...	You can serve your TensorFlow models on Google Kubernetes Engine with [TensorFlow Serving](https://www.tensorflow.org/tfx/guide/serving). This example illustrates how to automate deployment of your trained models to GKE. In production setup, it's also useful to load test your models to tune TensorFlow Serving configura...	GCP	You can serve your TensorFlow models on Google Kubernetes Engine with TensorFlow Serving https www tensorflow org tfx guide serving This example illustrates how to automate deployment of your trained models to GKE In production setup it s also useful to load test your models to tune TensorFlow Serving configura...
GCP so that both read and writes are evenly distributed across the keys space Although we have tools our key is performing it is not obvious how to change or update a key for all the records in a table Bigtable instance and to write the same records to another table with the same For an optimal performance of our reque...	## Dataflow pipeline to change the key of a Bigtable For an optimal performance of our requests to a Bigtable instance, [it is crucial to choose a good key for our records](https://cloud.google.com/bigtable/docs/schema-design), so that both read and writes are evenly distributed across the keys space. Although we have...	GCP	Dataflow pipeline to change the key of a Bigtable For an optimal performance of our requests to a Bigtable instance it is crucial to choose a good key for our records https cloud google com bigtable docs schema design so that both read and writes are evenly distributed across the keys space Although we have...
GCP 1 Create a new project in CSR and clone it to your machine Google Cloud Build to automatically run unit tests and pylint upon code check in By following this tutorial you will learn This repo contains example code and instructions that show you how to use CSR and Basic Python Continuous Integration CI With Cloud So...	# Basic Python Continuous Integration (CI) With Cloud Source Repositories (CSR) and Google Cloud Build ## Overview This repo contains example code and instructions that show you how to use CSR and Google Cloud Build to automatically run unit tests and pylint upon code check-in. By following this tutorial you will lear...	GCP	Basic Python Continuous Integration CI With Cloud Source Repositories CSR and Google Cloud Build Overview This repo contains example code and instructions that show you how to use CSR and Google Cloud Build to automatically run unit tests and pylint upon code check in By following this tutorial you will lear...
GCP The last year has been like a roller coaster for the cryptocurrency market At the end of 2017 the value of bitcoin BTC almost reached 20 000 USD only to fall below 4 000 USD a few months later What if there is a pattern in the high volatility of the cryptocurrencies market If so can we learn from it and get an edge...	# CryptoRealTime ## A Google Cloud Dataflow/Cloud Bigtable Websockets example The last year has been like a roller coaster for the cryptocurrency market. At the end of 2017, the value of bitcoin (BTC) almost reached $20,000 USD, only to fall below $4,000 USD a few months later. What if there is a pattern in the high ...	GCP	CryptoRealTime A Google Cloud Dataflow Cloud Bigtable Websockets example The last year has been like a roller coaster for the cryptocurrency market At the end of 2017 the value of bitcoin BTC almost reached 20 000 USD only to fall below 4 000 USD a few months later What if there is a pattern in the high ...
GCP The word pipeline refers to a collection of all job instances of a query in the transformation process in a data warehouse in this case BigQuery Each pipeline involves source table s and destination table For example a query Table Access Pattern Analysis FROM project dataset flashsalepurchases SELECT purchaseId sho...	# Table Access Pattern Analysis This module consists of deep dive analysis of a BigQuery environment in Google Cloud Platform, according to audit logs - data access data, which can be used to optimise BigQuery usage, and improve time, space and cost of BigQuery. ## Pipeline Optimisation #### <b>Definitions</b> The wo...	GCP	Table Access Pattern Analysis This module consists of deep dive analysis of a BigQuery environment in Google Cloud Platform according to audit logs data access data which can be used to optimise BigQuery usage and improve time space and cost of BigQuery Pipeline Optimisation b Definitions b The wo...