Suljettu

Problem solution for Spark use case

1) SO I have 60 Millions usa and canada postals

Created dataframe customer_df => good and bad => 60M

2) downloaded some Good postals from internet to filter the customer_df data

Created one dataframe good_df => which is good postals => 1M

3) Perfomed Join between customer_df and good_df wiht zipcode to seperate the good values

filter_df = good zip [url removed, login to view](cus_df,zipcode)

4) Then seperated bad data with the below logic

bad_df = [url removed, login to view](filter_df)

Now still we can filter bad_df with city names

city_df = [url removed, login to view](bad_df,city)

Then did unioin between both df's

total_filter = [url removed, login to view](city_df)

it taking 1.30 mints (used spark with 8 node cluster each node 32 gb => spark-submit driver memory -8g and num-executors - 8 and executor-memory- 8g)

any other technology or any other tool to clean-up the data within 15 to 20 mints(again customer data is 60M

Taidot: Big Data, Hadoop, Hive, Spark

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About the Employer:
( 0 reviews ) United States

Projektin tunnus: #14803384

16 freelanceria on tarjonnut keskimäärin 1101 $ tähän työhön

rutvikparmar

I am a data scientist and have experience with Big Data Technologies like Spark and Hadoop. I also have experience with NoSQL databases like HBase, Cassandra, etc. Previously I have worked with in Spark related projec Lisää

1100 $ USD 5 päivässä
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chrisvwn

I propose first analyzing your current algorithm to find the bottleneck and either rewriting your algorithm, reconfiguring your environment or finding other technologies e.g. Impala. Relevant Skills and Experience I h Lisää

1250 $ USD 20 päivässä
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punitpuneet2008

Hello, I am 7+ years experienced Big data developer and I understand the job and will provide the desired solution. Please spare some time to discuss further. Relevant Skills and Experience My Key skills are: Java J Lisää

1079 $ USD 12 päivässä
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ubfapps

Hi, We are 5 big data enthusiasts with expertise in core technologies like Hadoop,spark,mongodb,hive,pig,R,etc. All of us have the development experience on platforms like Scala,python and java. Our vision is to delive Lisää

750 $ USD 10 päivässä
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ahmsak

Hello Sir... I have a very good experience in Spark & Scala. Please contact me for more details when possible. I look forward to work for you Sir. Best Regards. Relevant Skills and Experience I am a computer science t Lisää

750 $ USD 15 päivässä
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itsmeccr

I am new to freelancer but I have been working on field of Big data for more than 3 years. The project description tells you are technical as well. I think the pseudocode can be optimized. Relevant Skills and Experien Lisää

833 $ USD 10 päivässä
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hpatel0426

I have experience in tuning and debugging Spark jobs for one of the Fortune 6 companies which processes large amount of data.

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abhijitcaps

Hello, With an experience of 7 Years into Java, 3 Years into Hadoop & 1+ year into Spark, excellent solution is guaranteed. Whats your value for "--master" and "--deploy-mode" in spark-submit command Relevant Skills Lisää

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AzzkaNoor

Hello there. I have seen your job posting. I will like to ask some questions. Please come over the chat so we can discuss things. Relevant Skills and Experience All the skills/experience will be discussed/revealed upo Lisää

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pedrom9632

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tobek90

Hello, i have a lot experience in the field g feel free to ask for my work,............................

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imkhatri

I am a Big Data Engineer certified by Simplilearn Relevant Skills and Experience Big Data Hadoop and Spark Developer Proposed Milestones $750 USD - It will be cleared in 8 days (Only Weekends will be calculated as wo Lisää

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henrikzilmer

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