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  On 4/6/2023 at 3:32 PM, AnotherTeluguBidda said:

Direct ga aws architect professional raasara evaraina? Without SAA

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no…

i first did practitioner…next associate …

professional not done yet…

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Some thoughts on 𝗥𝗲𝗮𝗱𝗶𝗻𝗴 𝗗𝗮𝘁𝗮 from 𝗞𝗮𝗳𝗸𝗮.

Kafka is an extremely important 𝗗𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗲𝗱 𝗠𝗲𝘀𝘀𝗮𝗴𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺 to understand, last time we covered Writing Data.

𝗦𝗼𝗺𝗲 𝗿𝗲𝗳𝗿𝗲𝘀𝗵𝗲𝗿𝘀:

➡️ Clients writing to Kafka are called 𝗣𝗿𝗼𝗱𝘂𝗰𝗲𝗿𝘀.
➡️ Clients reading the Data are called 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿𝘀.
➡️ Data is written into 𝗧𝗼𝗽𝗶𝗰𝘀 that can be compared to tables in Databases.
➡️ Messages sent to 𝗧𝗼𝗽𝗶𝗰𝘀 are called 𝗥𝗲𝗰𝗼𝗿𝗱𝘀.
➡️ 𝗧𝗼𝗽𝗶𝗰𝘀 are composed of 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻𝘀.
➡️ Each 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻 is a combination of and behaves as a write ahead log.
➡️ Data is written to the end of the 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻.
➡️ Each 𝗥𝗲𝗰𝗼𝗿𝗱 has an 𝗢𝗳𝗳𝘀𝗲𝘁 assigned to it which denotes its order in the 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻.
➡️ 𝗢𝗳𝗳𝘀𝗲𝘁𝘀 start at 0 and increment by 1 sequentially.

𝗥𝗲𝗮𝗱𝗶𝗻𝗴 𝗗𝗮𝘁𝗮:

➡️ Data is read sequentially per partition.
➡️ 𝗜𝗻𝗶𝘁𝗶𝗮𝗹 𝗥𝗲𝗮𝗱 𝗣𝗼𝘀𝗶𝘁𝗶𝗼𝗻 can be set either to earliest or latest.
➡️ Earliest position initiates the consumer at offset 0 or the earliest available due to retention rules of the 𝗧𝗼𝗽𝗶𝗰 (more about this in later episodes).
➡️ Latest position initiates the consumer at the end of a 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻 - no 𝗥𝗲𝗰𝗼𝗿𝗱𝘀 will be read initially and the 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 will wait for new data to be written.
➡️ You could codify your consumers independently, but almost always the preferred way is to use 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽𝘀.

𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽𝘀:

➡️ 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽 is a logical collection of clients that read a 𝗞𝗮𝗳𝗸𝗮 𝗧𝗼𝗽𝗶𝗰 and share the state.
➡️ Groups of consumers are identified by the 𝗴𝗿𝗼𝘂𝗽_𝗶𝗱 parameter.
➡️ 𝗦𝘁𝗮𝘁𝗲 is defined by the offsets that every 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻 𝗶𝗻 𝘁𝗵𝗲 𝗧𝗼𝗽𝗶𝗰 is being consumed at.
➡️ 𝗦𝘁𝗮𝘁𝗲 of 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽𝘀 is written by the 𝗕𝗿𝗼𝗸𝗲𝗿 (more about this in later episodes) to an internal 𝗞𝗮𝗳𝗸𝗮 𝗧𝗼𝗽𝗶𝗰 named __𝗰𝗼𝗻𝘀𝘂𝗺𝗲𝗿_𝗼𝗳𝗳𝘀𝗲𝘁𝘀.
➡️ There can be multiple 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽𝘀 reading the same 𝗞𝗮𝗳𝗸𝗮 𝗧𝗼𝗽𝗶𝗰 having their own independent 𝗦𝘁𝗮𝘁𝗲𝘀.
➡️ Only one 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 per 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽 can be reading a 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻 at a single point in time.

𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽 𝗧𝗶𝗽𝘀:

️ If you have a prime number of 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻𝘀 in the 𝗧𝗼𝗽𝗶𝗰  - you will always have at least one 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 per 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽 consuming less 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻𝘀 than others unless number of 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿𝘀 equals number of 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻𝘀.

If you want an odd number of 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻𝘀 - set it to a 𝗺𝘂𝗹𝘁𝗶𝗽𝗹𝗲 𝗼𝗳 𝗣𝗿𝗶𝗺𝗲 𝗡𝘂𝗺𝗯𝗲𝗿.

️ If you have more 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿𝘀 in the 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽 then there are 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻𝘀 in the 𝗧𝗼𝗽𝗶𝗰 - some of the 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿𝘀 will be 𝗜𝗱𝗹𝗲.

Make your 𝗧𝗼𝗽𝗶𝗰𝘀 large enough or have less 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿𝘀 per 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽.

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  On 4/12/2023 at 5:03 PM, dasari4kntr said:

Some thoughts on 𝗥𝗲𝗮𝗱𝗶𝗻𝗴 𝗗𝗮𝘁𝗮 from 𝗞𝗮𝗳𝗸𝗮.

Kafka is an extremely important 𝗗𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗲𝗱 𝗠𝗲𝘀𝘀𝗮𝗴𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺 to understand, last time we covered Writing Data.

𝗦𝗼𝗺𝗲 𝗿𝗲𝗳𝗿𝗲𝘀𝗵𝗲𝗿𝘀:

➡️ Clients writing to Kafka are called 𝗣𝗿𝗼𝗱𝘂𝗰𝗲𝗿𝘀.
➡️ Clients reading the Data are called 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿𝘀.
➡️ Data is written into 𝗧𝗼𝗽𝗶𝗰𝘀 that can be compared to tables in Databases.
➡️ Messages sent to 𝗧𝗼𝗽𝗶𝗰𝘀 are called 𝗥𝗲𝗰𝗼𝗿𝗱𝘀.
➡️ 𝗧𝗼𝗽𝗶𝗰𝘀 are composed of 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻𝘀.
➡️ Each 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻 is a combination of and behaves as a write ahead log.
➡️ Data is written to the end of the 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻.
➡️ Each 𝗥𝗲𝗰𝗼𝗿𝗱 has an 𝗢𝗳𝗳𝘀𝗲𝘁 assigned to it which denotes its order in the 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻.
➡️ 𝗢𝗳𝗳𝘀𝗲𝘁𝘀 start at 0 and increment by 1 sequentially.

𝗥𝗲𝗮𝗱𝗶𝗻𝗴 𝗗𝗮𝘁𝗮:

➡️ Data is read sequentially per partition.
➡️ 𝗜𝗻𝗶𝘁𝗶𝗮𝗹 𝗥𝗲𝗮𝗱 𝗣𝗼𝘀𝗶𝘁𝗶𝗼𝗻 can be set either to earliest or latest.
➡️ Earliest position initiates the consumer at offset 0 or the earliest available due to retention rules of the 𝗧𝗼𝗽𝗶𝗰 (more about this in later episodes).
➡️ Latest position initiates the consumer at the end of a 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻 - no 𝗥𝗲𝗰𝗼𝗿𝗱𝘀 will be read initially and the 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 will wait for new data to be written.
➡️ You could codify your consumers independently, but almost always the preferred way is to use 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽𝘀.

𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽𝘀:

➡️ 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽 is a logical collection of clients that read a 𝗞𝗮𝗳𝗸𝗮 𝗧𝗼𝗽𝗶𝗰 and share the state.
➡️ Groups of consumers are identified by the 𝗴𝗿𝗼𝘂𝗽_𝗶𝗱 parameter.
➡️ 𝗦𝘁𝗮𝘁𝗲 is defined by the offsets that every 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻 𝗶𝗻 𝘁𝗵𝗲 𝗧𝗼𝗽𝗶𝗰 is being consumed at.
➡️ 𝗦𝘁𝗮𝘁𝗲 of 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽𝘀 is written by the 𝗕𝗿𝗼𝗸𝗲𝗿 (more about this in later episodes) to an internal 𝗞𝗮𝗳𝗸𝗮 𝗧𝗼𝗽𝗶𝗰 named __𝗰𝗼𝗻𝘀𝘂𝗺𝗲𝗿_𝗼𝗳𝗳𝘀𝗲𝘁𝘀.
➡️ There can be multiple 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽𝘀 reading the same 𝗞𝗮𝗳𝗸𝗮 𝗧𝗼𝗽𝗶𝗰 having their own independent 𝗦𝘁𝗮𝘁𝗲𝘀.
➡️ Only one 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 per 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽 can be reading a 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻 at a single point in time.

𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽 𝗧𝗶𝗽𝘀:

️ If you have a prime number of 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻𝘀 in the 𝗧𝗼𝗽𝗶𝗰  - you will always have at least one 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 per 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽 consuming less 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻𝘀 than others unless number of 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿𝘀 equals number of 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻𝘀.

If you want an odd number of 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻𝘀 - set it to a 𝗺𝘂𝗹𝘁𝗶𝗽𝗹𝗲 𝗼𝗳 𝗣𝗿𝗶𝗺𝗲 𝗡𝘂𝗺𝗯𝗲𝗿.

️ If you have more 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿𝘀 in the 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽 then there are 𝗣𝗮𝗿𝘁𝗶𝘁𝗶𝗼𝗻𝘀 in the 𝗧𝗼𝗽𝗶𝗰 - some of the 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿𝘀 will be 𝗜𝗱𝗹𝗲.

Make your 𝗧𝗼𝗽𝗶𝗰𝘀 large enough or have less 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿𝘀 per 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗿𝗼𝘂𝗽.

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kafka foundr emo multi billionaire thanu desi ne mumbaikar r MHP state manam emo ilaa where is the diff i say

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  On 4/13/2023 at 8:47 PM, Tadaka said:

I am an oracle dba interested to move in to different technology. Any suggestions  or roadmaps to follow.

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interested in programming or non programming…?

cloud..?

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