Accenture Interview Questions, Process, and Tips for Experienced

Snowflake follows a multi-cluster, shared data architecture with separate compute and storage layers.

• Snowflake has a central data repository where all data is stored in a columnar format

• It uses virtual warehouses to separate compute resources from storage, allowing for independent scaling

• Data is stored in multiple micro-partitions, enabling efficient data retrieval and processing

• Snowflake's architecture supports automa

Data warehousing is the process of collecting, storing, and managing data from various sources for analysis and reporting.

• Data warehousing involves extracting data from multiple sources and consolidating it into a central repository.

• It is used for analyzing historical data to make informed business decisions.

• Data warehousing helps in creating a single source of truth for an organization's data.

• Examples of data warehous...read more

Constructors in Python are special methods used for initializing objects. They are defined using the __init__() method.

• Constructors are called automatically when a new instance of a class is created.

• They are used to initialize instance variables within the object.

• Constructors are defined using the __init__() method in Python.

• Example: class MyClass: def __init__(self, x): self.x = x obj = MyClass(5)

Use numpy to calculate mean, median, and standard deviation of an array.

• Import numpy library: import numpy as np

• Create an array: arr = np.array([1, 2, 3, 4, 5])

• Calculate mean: mean = np.mean(arr)

• Calculate median: median = np.median(arr)

• Calculate standard deviation: std_dev = np.std(arr)

Generators in Python are functions that allow you to iterate over a sequence of items without storing them all in memory at once.

• Generators are created using a function with 'yield' instead of 'return'.

• They are used to generate a series of values on the fly.

• Generators are memory efficient as they only compute the next value when needed.

• They can be iterated over using a for loop or by calling the 'next()' function.

Shallow copy creates a new object but does not duplicate nested objects, while deep copy creates a new object with all nested objects duplicated.

• Shallow copy only copies the references of nested objects, not the objects themselves

• Deep copy creates new instances of all nested objects

• Example: Shallow copy - Object.assign({}, originalObject); Deep copy - JSON.parse(JSON.stringify(originalObject));

Lists and tuples are data structures in Python used to store multiple items.

• Lists are mutable, ordered collections of items enclosed in square brackets, while tuples are immutable, ordered collections enclosed in parentheses.

• Lists can be modified after creation, while tuples cannot be changed once created.

• Lists are typically used for storing homogeneous items, while tuples are used for heterogeneous items.

• Example of a ...read more

REST API is a set of rules and conventions for building and interacting with web services.

• REST stands for Representational State Transfer

• Uses standard HTTP methods like GET, POST, PUT, DELETE

• Data is transferred in JSON or XML format

• Stateless communication between client and server

• Example: GET request to retrieve user data from a server

Multithreading is the ability of a CPU to execute multiple threads concurrently.

• Multithreading allows multiple threads to run within the same process.

• Each thread can perform different tasks simultaneously.

• Examples include running a background task while the main application continues to run.

• Multithreading can improve performance by utilizing multiple CPU cores efficiently.

Yes, I faced challenges while creating the DevOps pipeline.

• One challenge was integrating multiple tools and technologies into the pipeline.

• Another challenge was ensuring smooth communication and collaboration between different teams involved in the pipeline.

• I also faced challenges in automating the testing and deployment processes to achieve continuous integration and continuous delivery.

• Dealing with legacy systems and...read more

Containers in Kubernetes communicate with each other through networking and service discovery mechanisms.

• Containers within the same pod can communicate over localhost.

• Containers in different pods can communicate using Kubernetes services.

• Kubernetes assigns each pod a unique IP address for communication.

• Kubernetes also supports DNS-based service discovery for containers.

Restricting communication between Kubernetes pods can be achieved using network policies.

• Use Network Policies in Kubernetes to define rules for pod-to-pod communication

• Specify which pods are allowed to communicate with each other based on labels

• Deny all traffic by default and only allow specific traffic as needed

• Example: Define a network policy to allow communication only between pods with label 'app=frontend' and 'app

A virtual private cloud (VPC) or Vnet is a private network in the cloud that allows you to isolate resources and control network traffic.

• VPC/Vnet provides a secure and isolated environment for resources in the cloud.

• It allows you to define your own IP address range, subnets, route tables, and network gateways.

• VPC/Vnet helps in creating a secure connection between on-premises data centers and cloud resources.

• It is used ...read more

Ansible is a popular automation tool used in DevOps for configuration management, application deployment, and orchestration.

• Ansible is agentless, meaning it does not require any software to be installed on the nodes being managed.

• It uses YAML syntax for writing playbooks, which are used to define automation tasks.

• Ansible can be used for tasks such as provisioning servers, deploying applications, and managing configurat...read more

Client based development is a software development approach where the client's needs and feedback are prioritized throughout the development process.

• Focus on meeting client requirements and expectations

• Regular communication and feedback from the client

• Iterative development cycles based on client input

• Client involvement in decision-making processes

• Examples: Agile development, customer-centric design

Resilience testing is a type of testing that evaluates a system's ability to recover from failures and continue functioning.

• Resilience testing involves intentionally introducing failures or disruptions to a system to see how it responds.

• The goal of resilience testing is to identify weaknesses in the system's design or implementation that could lead to downtime or data loss.

• Examples of resilience testing include simulat...read more

DevOps KPI are key performance indicators used to measure the success of DevOps practices in an organization.

• DevOps KPIs should align with business goals and objectives.

• Examples of DevOps KPIs include deployment frequency, lead time for changes, mean time to recover, and change failure rate.

• Monitoring KPIs helps in identifying areas for improvement and optimizing DevOps processes.

Various branching strategies in version control systems help manage code changes effectively.

• Mainline/Branch by Release: Each release has its own branch for bug fixes and maintenance.

• Feature Branching: Each new feature is developed in a separate branch and merged back to main branch after completion.

• Gitflow Workflow: Uses main, develop, feature, release, and hotfix branches for a structured workflow.

• Trunk-Based Develop...read more

Feature branching and task branching are strategies used in version control systems to manage development tasks.

• Feature branching involves creating a separate branch for each new feature being developed, allowing for isolation and independent development.

• Task branching is similar to feature branching but is used for smaller tasks or bug fixes.

• Both feature branching and task branching help in organizing and managing cod...read more

Continuous delivery focuses on automating the software delivery process up to production, while continuous deployment automatically deploys every change to production.

• Continuous delivery involves automating the software delivery process up to production, ensuring that code is always in a deployable state.

• Continuous deployment goes a step further by automatically deploying every change that passes automated tests to pro...read more

DevOps methodology consists of various phases including plan, code, build, test, release, deploy, operate, and monitor.

• Plan: Define goals, set priorities, and create a roadmap.

• Code: Develop and review code changes.

• Build: Compile the code and create executable files.

• Test: Verify code changes through automated testing.

• Release: Deploy changes to production environment.

• Deploy: Automate deployment process to various environ...read more

Blue green deployment pattern is a software release strategy that reduces downtime and risk by running two identical production environments.

• In blue green deployment, one environment (blue) is currently live and serving production traffic, while the other environment (green) is idle.

• Once the new version of the software is deployed to the green environment and tested thoroughly, traffic is switched from the blue to the ...read more

Key elements in continuous testing tools include automation, integration with CI/CD pipelines, reporting and analytics, scalability, and support for various testing types.

• Automation of test cases to ensure quick feedback on code changes

• Integration with CI/CD pipelines for seamless testing in the software delivery process

• Reporting and analytics capabilities to track test results and identify issues

• Scalability to handle ...read more

Centralized VCS stores all versions of files in a central server, while distributed VCS allows each user to have a full copy of the repository.

• Centralized VCS has a single point of failure, while distributed VCS is more resilient.

• In centralized VCS, users need constant connection to the central server, while distributed VCS allows offline work.

• Examples of centralized VCS include SVN and CVS, while Git is a popular dist

Setting up a VPC in Azure involves creating a virtual network, subnets, and configuring security groups.

• Create a virtual network in the Azure portal

• Define subnets within the virtual network

• Configure network security groups to control inbound and outbound traffic

• Establish peering connections with other VPCs if needed

IAC stands for Infrastructure as Code, which involves managing and provisioning infrastructure through code. Configuration management involves managing and maintaining the state of systems.

• IAC allows for automating the process of setting up and managing infrastructure using code

• Configuration management ensures that the desired state of systems is maintained consistently

• Tools like Terraform, Ansible, and Puppet are comm...read more

Salesforce profile defines what a user can do, while role defines what a user should do.

• Profiles control access to objects, fields, and records in Salesforce.

• Roles define the hierarchy of users in an organization.

• Profiles determine the permissions and settings available to a user.

• Roles determine the level of access a user has to records owned by other users.

• A user can have multiple profiles but only one role.

Cardinality refers to the uniqueness of values in a column or relationship.

• Cardinality is the number of unique values in a column or relationship.

• High cardinality means a column has many unique values, while low cardinality means few unique values.

• For example, a column like 'Customer ID' may have high cardinality, while 'Gender' may have low cardinality.

SQL query to retrieve data from a table

• Use SELECT statement to specify columns to retrieve

• Use FROM statement to specify the table to retrieve data from

• Use WHERE statement to filter the data based on conditions