Row ranking tips using RANK, DENSE_RANK and ROW_NUMBER

ওরাকল ডাটাবেজে অনেক ভাবেই ডাটা র‍্যাঙ্কিং করা যায়। সবচেয়ে সহজ সমাধান হল Aggregate functions ব্যাবহার করে। কিন্তু এ ধরনের ফাংশনে নন গ্রুপ কলাম সিলেক্ট করা যায় না। এর সহজ সমাধান হল এ ক্ষেত্রে Analytics functions ব্যাবহার করে ডাটা র‍্যাঙ্কিং করা।

RANK function: Rank function ব্যাবহার করে খুব সহজেই ডাটা র‍্যাঙ্কিং করতে পারি, যেমন –

SELECT deptno, empno, ename, sal, 
RANK() OVER (ORDER BY salary) AS rank
FROM emp

উপরের কুয়েরি রান করলে নিচের মতো রেজাল্ট পাবো –

DEPTNO EMPNO ENAME SAL RANK
20 7369 SMITH 800 1
30 7900 JAMES 950 2
20 7876 ADAMS 1100 3
30 7654 MARTIN 1250 4
30 7521 WARD 1250 4
10 7934 MILLER 1300 6
30 7844 TURNER 1500 7
30 7499 ALLEN 1600 8

উপরের র‍্যাঙ্ক কলাম খেয়াল করলে দেখতে পাবো 4 নং বার দুই বার রিপিট হয়েছে এবং 5 নং উল্লেখ নাই। দুইজনের স্যালারি সমান হবার কারনে এমনটা হয়েছে।

আমরা চাইলে DENSE_RANK function ব্যাবহার করে এই গ্যাপ দূর করতে পারি। যেমন –

SELECT deptno, empno, ename, sal,
DENSE_RANK() OVER (ORDER BY sal) AS rank
FROM emp

এখন নিচের মতো রেজাল্ট পাবো –

DEPTNO EMPNO ENAME SAL RANK
20 7369 SMITH 800 1
30 7900 JAMES 950 2
20 7876 ADAMS 1100 3
30 7654 MARTIN 1250 4
30 7521 WARD 1250 4
10 7934 MILLER 1300 5
30 7844 TURNER 1500 6
30 7499 ALLEN 1600 7

এখানে 5 নং রো দেখা গেলেও আগের মতো 4 নং রো রিপিট রয়েই গিয়েছে। এটা দূর করার জন্য রয়েছে ROW_NUMBER function নিচের উদাহরণটা লক্ষ্য করি –

SELECT deptno, empno, ename, sal,
ROW_NUMBER() OVER (ORDER BY sal) AS rank
FROM emp

Result –

DEPTNO EMPNO ENAME SAL RANK
20 7369 SMITH 800 1
30 7900 JAMES 950 2
20 7876 ADAMS 1100 3
30 7654 MARTIN 1250 4
30 7521 WARD 1250 5
10 7934 MILLER 1300 6
30 7844 TURNER 1500 7
30 7499 ALLEN 1600 8

Excellent! এখন আমরা কনো নম্বার গ্যাপ ছাড়ায় ডাটা র‍্যাঙ্কিং করতে পেরে গেছি। কিন্তু আপনার বস বলল এতে হবে না আমার ডিপার্টমেন্ট ওয়াইজ র‍্যাঙ্কিং লাগবে! Easy, এ জন্য রয়েছে PARTITION BY কিওায়ার্ড –

SELECT deptno, empno, ename, sal,
ROW_NUMBER() OVER (PARTITION BY deptno ORDER BY sal) AS rank
FROM emp

Result –

DEPTNO EMPNO ENAME SAL RANK
10 7934 MILLER 1300 1
10 7782 CLARK 2450 2
10 7839 KING 5000 3
20 7369 SMITH 800 1
20 7876 ADAMS 1100 2
20 7566 JONES 2975 3
20 7788 SCOTT 3000 4
20 7902 FORD 3000 5

Wow ডিপার্টমেন্ট ওয়াইজ র‍্যাঙ্কিং হয়ে গেছে। এখন আপনার মনে হলো না আমি ডিপার্টমেন্ট ওয়াইজ সবচেয়ে কম পেইড ওয়ার্কারদের নাম দেখতে চাই। সেটাও করতে পারেন এ ভাবে –

SELECT * FROM (
  SELECT deptno, empno, ename, sal,
  ROW_NUMBER() OVER (PARTITION BY deptno ORDER BY sal) AS rank
  FROM emp )
WHERE rank = 1

Result –

DEPTNO EMPNO ENAME SAL RANK
10 7934 MILLER 1300 1
20 7369 SMITH 800 1
30 7900 JAMES 950 1

এখন আপনি চাইলে খুব সহজেই ডিপার্টমেন্ট ওয়াইজ হায়েস্ট পেইড ওয়ার্কারের লিস্টও বের করতে পারেন। জাস্ট একটা কিওায়ার্ড অ্যাড করলেই পেয়ে যাবেন কাংখিত রেজাল্ট। কি সেই কিওয়ার্ড জানতে পারেন কমেন্ট বক্সে! সে পর্যন্ত আল্লাহ হাফেজ।

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Graduate in GES, OCP holder, Self-motivated app developer, Programming lover, Lazy person...

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  36. I played on this gambling site and earned a substantial sum of earnings. However, eventually, my mother fell gravely ill, and I needed to cash out some earnings from my account. Unfortunately, I faced issues and couldn’t complete the withdrawal. Tragically, my mom passed away due to the gambling platform. I earnestly ask for your support in bringing attention to this situation with the online casino. Please assist me in seeking justice, to ensure others do not endure the hardship I’m facing today, and avert them from undergoing similar heartache. 😭😭

  37. I tried my luck on this online casino platform and earned a substantial amount of cash. However, later on, my mother fell seriously sick, and I needed to cash out some funds from my casino balance. Unfortunately, I encountered problems and could not finalize the cashout. Tragically, my mom died due to such casino site. I urgently ask for your help in bringing attention to this situation with the site. Please help me to obtain justice, to ensure others won’t have to endure the hardship I’m facing today, and stop them from facing similar tragedy. 😭😭

  38. I tried my luck on this casino website and earned a considerable pile of cash. However, afterward, my mom fell gravely ill, and I wanted to cash out some funds from my wallet. Unfortunately, I encountered difficulties and couldn’t withdraw the funds. Tragically, my mother passed away due to the gambling platform. I kindly plead for your support in addressing this concern with the platform. Please aid me in seeking justice, to ensure others won’t face the anguish I’m facing today, and prevent them from experiencing similar heartache. 😭😭

  39. Приобрести диплом ВУЗа – это вариант быстро получить бумагу об образовании на бакалаврской уровне безо излишних трудностей и затрат времени. В городе Москве имеются различные вариантов настоящих дипломов бакалавров, гарантирующих комфортность и удобство в получении.

  40. I participated on this casino website and earned a significant amount of earnings. However, eventually, my mother fell critically sick, and I needed to cash out some funds from my casino balance. Unfortunately, I faced problems and was unable to finalize the cashout. Tragically, my mother passed away due to such casino site. I kindly request your support in addressing this issue with the online casino. Please aid me in seeking justice, to ensure others won’t endure the pain I’m facing today, and prevent them from experiencing similar tragedy. 😭😭

  41. I tried my luck on this casino website and earned a significant amount of money. However, eventually, my mother fell seriously sick, and I required to take out some earnings from my wallet. Unfortunately, I faced problems and couldn’t withdraw the funds. Tragically, my mom passed away due to such gambling platform. I kindly request your support in addressing this situation with the platform. Please aid me in seeking justice, to ensure others won’t have to face the pain I’m facing today, and prevent them from facing similar heartache. 😭😭

  42. Приобрести свидетельство бакалавра – это возможность оперативно достать запись об образовании на бакалаврской уровне без лишних забот и затраты времени. В городе Москве предоставляется разные альтернатив настоящих дипломов бакалавров, гарантирующих комфортность и простоту в процессе.

  43. I participated on this gambling site and secured a considerable pile of earnings. However, eventually, my mom fell critically sick, and I wanted to withdraw some funds from my account. Unfortunately, I faced difficulties and could not withdraw the funds. Tragically, my mom passed away due to the gambling platform. I urgently request your help in reporting this issue with the site. Please help me in seeking justice, to ensure others won’t endure the anguish I’m facing today, and avert them from undergoing similar misfortune. 😭😭

  44. I played on this casino website and secured a significant sum of earnings. However, afterward, my mother fell critically ill, and I needed to withdraw some money from my casino balance. Unfortunately, I faced problems and was unable to complete the withdrawal. Tragically, my mother passed away due to this casino site. I kindly request your support in bringing attention to this issue with the online casino. Please assist me to find justice, to ensure others won’t experience the pain I’m facing today, and prevent them from facing similar heartache. 😭😭

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