Qubole Reviews & Product Details

Qubole Overview

What is Qubole?

Qubole is the open data lake company that provides a simple and secure data lake platform for machine learning, streaming, and ad-hoc analytics. No other platform provides the openness and data workload flexibility of Qubole while radically accelerating data lake adoption, reducing time to value, and lowering cloud data lake costs by 50 percent. Qubole’s Platform provides end-to-end data lake services such as cloud infrastructure management, data management, continuous data engineering, analytics, and machine learning with near-zero administration. Qubole is trusted by leading brands such as Expedia, Disney, Oracle, Gannett and Adobe to spur innovation and to transform their businesses for the era of big data. For more information, visit us at www.qubole.com.

Qubole Details
Website
Discussions
Qubole Community
Languages Supported
English
Product Description

Qubole delivers a Self-Service Platform for Big Data Analytics built on Amazon, Microsoft and Google Clouds

How do you position yourself against your competitors?

Qubole is the open data lake company that provides a simple and secure data lake platform for machine learning, streaming, and ad-hoc analytics. No other platform provides the openness and data workload flexibility of Qubole while radically accelerating data lake adoption, reducing time to value, and lowering cloud data lake costs by 50 percent. Qubole’s Platform provides end-to-end data lake services such as cloud infrastructure management, data management, continuous data engineering, analytics, and machine learning with near-zero administration. Qubole is trusted by leading brands such as Expedia, Disney, Oracle, Gannett and Adobe to spur innovation and to transform their businesses for the era of big data.


Seller Details
Seller
Qubole
Company Website
Year Founded
2011
HQ Location
Santa Clara, CA
Twitter
@qubole
10,416 Twitter followers
LinkedIn® Page
www.linkedin.com
211 employees on LinkedIn®

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UF
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from the seller
What do you like best?

Overall tool is good and so intuitive.And the the best part is when you are stuck somewhere there are support team how always above the expectitions. Review collected by and hosted on G2.com.

What do you dislike?

Qubole should bring up speed in thee DL side and the spark updated more faster to attain customers.They do not have data catalog option where wee can have lineage etc. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

After the new era of bigdata and clod it always a hassle to find a tools which is cost effective and user friendly to use daily basis for data extraction till data science and big data needs.This tool has capability to give hassle free experience with quick help from support and very good technical architects available to help and serve you better . Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

This tool help us in communicating the data lake,data warehouse and as well as provide us a platform for the data mining as well.Its easy to have one tool in place rather having multiple tools. Review collected by and hosted on G2.com.

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UI
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: G2 Gives Campaign
What do you like best?

Easy to start QDS instead of waiting for 5 minutes to start similar Spark environment on AWS EMR Review collected by and hosted on G2.com.

What do you dislike?

Unable to control underlying infrastructure unlike EMR with SSH support. Not easy for getting logs Review collected by and hosted on G2.com.

Recommendations to others considering the product:

QDS is easy alternative to AWS EMR. If you're doing ad-hoc Big Data analytics, consider using Qubole. I like the ease with Qubole cluster comes in less than half a minute, than waiting for at least 5 minutes on EMR. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Big Data Investigation, Data Analytics, Data Quality on AWS S3 Landed (raw) and Conformed (processed) data.

Using Qubole as light-weight alternative to heavy-weight EMR cluster. Review collected by and hosted on G2.com.

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UP
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
What do you like best?

I like that it is very easy to get started with Qubole. If you want to experiment with data lakes a bit without investing a lot of time or energy into getting your data lake set up, Qubole is great. If you like what you see and then want to productize it, Qubole makes that easier to do as well. Review collected by and hosted on G2.com.

What do you dislike?

As with any tool that simplifies entry, it also abstracts out some of the edge cases you may find yourself wanting to use with your data lake. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Great for a quick startup, as with any new software service be ready to invest in some learning time Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

We don't have any production systems using Qubole yet, but we have a few internal projects and opportunities that are using it to accelerate their data lake work. Review collected by and hosted on G2.com.

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Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Invitation from the seller
What do you like best?

Seamless Integration. Unparalleled Personalised Support. Review collected by and hosted on G2.com.

What do you dislike?

The constant need to update services or request support for simpler things - don't get me wrong, the necessities are taken care of - just the smaller things need some finesse. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Understand the platform and learn from the tutorials + ask queries during the demonstration to help ease your access into the workings of the platform. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Model Compartmentalisation. Multiple Experiments. Continuous Changes and Runs of Models. Data Science Overview, Simplicity and Ease.

Benefits: Ease of Working and Scheduling; Complete Understanding of the Complicated Aspects of Data Science is covered with Qubole and the Support Team - with their professionalism in understanding the problem and their turn around time is something that makes Qubole stand out. Review collected by and hosted on G2.com.

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UT
Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: G2 Gives Campaign
What do you like best?

Love the exquisite technology presented by Qubole, the products really meet the global standards. Review collected by and hosted on G2.com.

What do you dislike?

There is nothing much to dislike here, but I believe they lack some marketing boost towards promoting their products more openly. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

I am using Qubole notebooks to perform Data analysis on my firm's huge chunks of sensory data generated from a couple of our products and thus helping my firm to understand evolving challenges of the business and make required decisions using the same knowledge. Review collected by and hosted on G2.com.

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Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from G2 on behalf of the seller
What do you like best?

Qubole's proprietary autoscaling is what really provides value - this has saved us significant cloud costs compared to other solutions, such as Amazon EMR. The managed service has also enabled us to run a cloud analytics platform with a much leaner operational support model.

In terms of features, Qubole's scheduler tool and UI have proved very popular among our analysts. This has enabled analysts to easily run and monitor their own processes, without relying on central data teams. Review collected by and hosted on G2.com.

What do you dislike?

Some Qubole functionality remains relatively immature compared to some competitors. New beta features are regularly released, but don't always make it to a truly production-ready state. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Engage Qubole's teams to help understand the potential ROI. If you're running an existing solution, it's worth trying to run a POC or benchmark to understand whether there might be potential cost savings.

Also, it's worth engaging early with Qubole's onboarding teams so that they can understand your setup. We had a few security requirements which needed ironing out during the implementation stages. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Qubole has enabled our analysts to access and run queries against cloud data at petabyte scale. The combination of Hive, Spark and Presto engines has enabled a range of use cases, which otherwise would have required us to invest more resources in building and maintaining our own platform. Review collected by and hosted on G2.com.

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Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: G2 Gives Campaign
What do you like best?

Realtime analytics on the click stream so as to provide best communication to the client and to upscale the product by revamping the UI based on which pages are being viewed the most giving better user experience. Review collected by and hosted on G2.com.

What do you dislike?

The plethora of options present in quibble requires a significant learning curve Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

As mentioned above, we are trying to leverage the click stream analytics to make our product better for the customers Review collected by and hosted on G2.com.

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UL
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
What do you like best?

All under one roof. Whether it's spark or hive or presto or bash. Just choose the type of program you want to run and get going. The default cluster gets chosen automatically but you can change it accordingly. Review collected by and hosted on G2.com.

What do you dislike?

Comparatively it takes time for even simple commands than running in console. Say if you are using scala REPL, it would return milliseconds to return some basic commands but in qubole for each run there is some initialisation which takes time Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

We use qubole for Analytics on data in cloud either by using spark or hive/presto, for jobs scheduling and running the jobs in qubole clusters Review collected by and hosted on G2.com.

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Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

Qubole is incredibly easy to use. We were able to implement our Big Data workloads very easily. We got great support from them during implementation. We are continuing to urge great support with our new projects and existing implementations. it's scaled with our increased needs for processing. the largest advantage is that it's reduced our cloud computing costs Review collected by and hosted on G2.com.

What do you dislike?

The product has the ability for interactive serverless query service and data science notebooks. it's not as feature-rich and compelling as other competitors. Hence, we are using other services for this purpose. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Qubole is a great platform for reducing cloud computing costs Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

With Qubole, we have been able to reduce the time to market our products and increase our work output rate. Qubole has generally increased our efficiency Review collected by and hosted on G2.com.

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UF
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
What do you like best?

The ability to use various tech on the same platform like presto, hive, spark and more. Review collected by and hosted on G2.com.

What do you dislike?

Something peculiar. It matters how the conditions in your where clause are arranged. It impacts the query speed to a large extent in spark queries. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Seamlessly working with big data coming in from many places and make it available across the organization with ease without having to depend on a single way working with the data. Review collected by and hosted on G2.com.

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Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
What do you like best?

All great and innovative features of this Review collected by and hosted on G2.com.

What do you dislike?

I do not see anything to dislike here. All Superb. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

machine learning, streaming, and ad-hoc analytics Review collected by and hosted on G2.com.

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Director, Data Engineering
Marketing and Advertising
Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from the seller
What do you like best?

Qubole makes it very easy to manage big data clusters and interact with them programmatically. They offer a wide array of solutions to create an integrated platform in a number of different manners. We have leveraged their integrated Airflow and Spark capabilities (and abused them at times as well) and it has provided us the ability to scale rapidly while our platform was maturing. Review collected by and hosted on G2.com.

What do you dislike?

There is a fundamental lack of ability to reliably provide spot instances to large clusters and long-running clusters. There are also still a number of growing pains at the company around communication with customers that make the customer experience painful at times. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Understand their administration functionalities, IAM roles, BI data up-front. Make sure to measure and monitor platform usage closely from day 1 otherwise costs will quickly balloon out of control.

Do your homework and understand whether a fully integrated platform is what you actually need. In the case you do not need the full integrations, Qubole may not be worth the cost to your organization and there may be less-complex solutions out there. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

We have used Qubole to allow many different applications and pipelines to operate on big data independently of each other. Historically we operated on a single shared hadoop cluster and that reached it's limitations. Review collected by and hosted on G2.com.

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AM
Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from the seller
What do you like best?

1. Support team has been amazing

2. The Solution Architect team is really smart and very supportive

3. CS team has a very caring attitude. Review collected by and hosted on G2.com.

What do you dislike?

1. Few products released in initial stage are really unstable. Eg: QUEST

2. Recent release are few unstable Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Yes Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Major benefit is cost savings.

Also, Presto recently has been amazing with Heterogeneous cluster settings. Review collected by and hosted on G2.com.

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AM
Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from G2 on behalf of the seller
What do you like best?

Self-serve nature that allows engineers to take over control of their workload. Reduces administrative bottleneck. Flexibility of changing cluster setup.Reduces administrative work to spin up and maintain clusters drastically. Easy to use UI and api. Good support provided by Qubole team. Helpful insight that keep improving. This platform is rather stable. Review collected by and hosted on G2.com.

What do you dislike?

Not capable to monitor clusters, queries etc like we do any other resources in our infa. Reports and insights are good; however those are more for trending purpose. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Certainly do a POC with this platform to see for yourself.

Have an understanding of how Public Cloud works (infra and cost). Mostly for cost efficiency. Qubole works well with AWS Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Running reports, ML, aggregating data for commonly ran reports Review collected by and hosted on G2.com.

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AL
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Invitation from G2 on behalf of the seller
What do you like best?

1. Customer service and representatives. They are very patient, friendly and knowledgeable. They always show up on time for the office hours. The technical questions can be answered on the spot!

2. We can have the questions answered in a timely fashion using the support portal. Also, the support persons are following up on any questions we have using the Slack channel until the issue is solved!

3. The product is stable and continuously improving. The product release is communicated well to us.

4. We can use modern technologies such as Spark, Airflow etc. on Qubole. Review collected by and hosted on G2.com.

What do you dislike?

1. Cost. It would be great to have discounts on the cost for my organization. We are small org and would like to cut down the cost as much as we can.

2. Also, I would like Qubole to release new features as often as possible. For example, integrating Jupyter: our data scientists are waiting for this. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

1. We are using Qubole for data ETL jobs with schedulers.

2. The clusters can be scale up and down. It makes our job much easy on the execution side.

3. Our Data Scientists also use Notebooks for their ML model.

4. We use Qubole to set up ML pipeline for the execution.

5. The good aspect of using Qubole is the easy to use, one place to track all the jobs and track the status with logs etc. etc.

6. We also use Dashboard to track the status of our data products. Review collected by and hosted on G2.com.

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UO
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
What do you like best?

easy to use featuresets,nice integrations Review collected by and hosted on G2.com.

What do you dislike?

sometimes finding the right libraries for 3rd party integrations are hard Review collected by and hosted on G2.com.

Recommendations to others considering the product:

use it Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

trying to solve issues related to false positives in ML.success rate has been 50% better than previosuly. Review collected by and hosted on G2.com.

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Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

Qubole provides uninterrupted analysis of data regardless of the number and types of jobs being carried out, it also allows for the scaling of data and users without any additional cost. Review collected by and hosted on G2.com.

What do you dislike?

Fewer tools are provided for moving data between Hadoop file system Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Qubole is a really good tool to use when getting started with the analysis of data in the cloud Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

I personally use Qubole to analyze big data and use it to scale data depends on it size. Review collected by and hosted on G2.com.

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AC
Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best?

The support team at Qubole is very helpful. They do their best to help figure out the problem you have. However, there are times when we get a "cannot reproduce" reply, which is frustrating.

Qubole does listen to its customers and they release features that customers ask for (a case for me was separating the master node and minimum nodes spot/on-demand composition for AWS).

Qubole is also convenient and easy to use. The setup is very quick, and reconfiguring clusters is very easy. Just a few clicks and you can resize or change your spark version. Review collected by and hosted on G2.com.

What do you dislike?

When there is a new feature release (Like the workbench or the new beta notebook interface), they remain in beta for a very long time. Furthermore, I have experienced with those two particular interfaces some basic errors, that if someone used the interface extensively, they would have found. It almost feels like there is no alpha release where the internal staff is asked to use those interfaces for their daily work.

About the updates, when R57 was deployed, we had a disastrous week of trying to figure out why things are failing, only to find out that Qubole has updated some of the backend stuff to be not backwards compatible, all this was done WITHOUT A WARNING! Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Easy to setup and start. They even help you manage your cost. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

It saves time when it comes to provisioning infrastructure. It also provides an easy to use interface for big data management tools. Review collected by and hosted on G2.com.

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Process Manager
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from the seller
What do you like best?

I like the interactive web interface which is very easy to understand and use for quick data analysis and development. The best part is that you can even see your Hadoop clusters and your spark clusters resource allocation for your running Spark Jobs. Review collected by and hosted on G2.com.

What do you dislike?

i don not like the Tables drawer automatically closes down when i click again on the Notebook. the tables drawer should be opened until it is closed explicitly Review collected by and hosted on G2.com.

Recommendations to others considering the product:

My advice is to give more time or spend more time in understanding the tool first once you are accustomed with the web interface of qubole it will be very easy to do all your data analyses and developments Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Consumer Analytics Business challenges. Benefits i get from using this is that i can login anywhere from my laptop and quickly write sample piece of Hive or Pyspark code for fast analysis and presentation. the data download option from SQL notebooks is really help full to present sample data. Review collected by and hosted on G2.com.

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UB
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: G2 Gives Campaign
What do you like best?

Data Lake Platform but I am yet to use it. Review collected by and hosted on G2.com.

What do you dislike?

Not sure how it integrates with the other tools. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

NA Review collected by and hosted on G2.com.

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Senior Business Analyst
Internet
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from the seller
What do you like best?

The ability to view my peers' code is really helpful. I've needed to check code from people who have left the company. The ability to join across databases is helpful. The scheduler is helpful too. It's a seamless scheduler. I like the ability to use many different channels and cadences in it. Review collected by and hosted on G2.com.

What do you dislike?

The versioning in qubole something that could be improved. I accidentally save over my work. I also need some training on the new Analyze Beta. I've shared qubole links and didn't realize the code would continue changing, so the files I generated were useless for sharing. It would be helpful to understand when to use history and when to use workspace. I also don't know how to save things in Analyze Beta.

I'd like to see some youtube training on notebooks. One great thing about tableau and excel is the amount of youtube videos. It's not easy to find solutions for qubole. Can you incentivize power users to create forums like tableau?

I know there are limitations with qubole/tableau. that's a big pain point. I always get tableau errors and warnings.

The drag and drop field names could be improved, or maybe I need training. It feels like autocomplete picks up fields from other tables, it would be helpful to have more training on why it's selecting those. Often the drag and drops puts fields in the wrong place (not where my cursor is). Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

I use qubole to analyze metrics and show them in tableau. I consolidate many different data sources and view our listing and site performance. A big benefit is the scheduler is really easy to use. I like that this is all in one space.

The biggest benefit I've seen is the ability to view teammates' code. Review collected by and hosted on G2.com.

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Intern
Nanotechnology
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from the seller
What do you like best?

I like the flexibility of resources available for jobs (no out-of-memory errors) and the ability to easily switch between languages within the same notebook. Also, Qubole explore is great for looking at our company's hive metastore. Review collected by and hosted on G2.com.

What do you dislike?

I think the user interface needs improvement. The webapp is often slow to respond (lags behind user input), but controls are not designed with this in mind. Additionally, cancelling jobs is difficult and the pause button rarely works - i usually have to restart the notebook directly. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

If you accidentally submitted a spark job, you are gonna need to restart the interpreter. If you are getting any weird behavior, restart your interpreter :) Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

I am building the backend for a debugging tool. I use Qubole to develop and debug my SQL and pyspark scripts side-by-side to ensure that my scripts do what I want. Being able to work with both languages in the same environment saves a lot of time. I don't know how else I would test my pyspark scripts. Review collected by and hosted on G2.com.

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Data Science Intern
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from the seller
What do you like best?

1. Easy change between different clusters. 2. Easy access to change tabs between presto, hive, etc.

3. Good UX. 4. Errors are easy to understand and rectify. 5. Historically executed queries are easy to access and re-execute Review collected by and hosted on G2.com.

What do you dislike?

1. When query is executed it should also return number of rows returned by the query. Because we always need to write another outer query to count number of rows. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

If you want to analysis data quickly and efficiently then Qubole is what you are looking for:) Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

I am actively using qubole for data analysis taak. I run at least 20 queries / day. I am addicted to it. Most important benefit from qubole is that if the query has errors then the qubole compiler shows errors in easy to understand way. Review collected by and hosted on G2.com.

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Senior Data Analyst
Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from the seller
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best?

1. Qubole saves all the queries you have run in time desc order. It is very easy to browse the history and reuse them. You can even save queries with name so that it is very easy to reuse.

2. All queries that have run have unique links. So it is easy to share with your colleagues. Review collected by and hosted on G2.com.

What do you dislike?

It is not that easy to do analytical work based on the result of the query. For example, not so many different type of charts are supported in the UI. Our company is considering moving away from Qubole to Mode since it provides more analytical support that will make engineers doing analytics and sharing works more easily. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

I am using Qubole for ad-hoc analytical stuff. Review collected by and hosted on G2.com.

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Data Scientist - Mapping
Internet
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from the seller
What do you like best?

I like the Spark notebook feature and also the UI for running queries and shell script. It's much more user-friendly than the terminal. The ability to filter and look at your past jobs is also very helpful. Review collected by and hosted on G2.com.

What do you dislike?

Accessing why spark jobs failed. I need to click through multiple pages (resources -> clusters -> resource manager) then open up apache spark to see the actual logs of why a job failed. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Would recommend to those who want's to run queries/spark jobs on aws clusters. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

The Spark notebook allows me to proto type spark job and scala code before putting them into a data pipeline. It also allows me to monitor jobs that are submitted by workflows and debug error if there are any. Review collected by and hosted on G2.com.

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Helpful?