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zstlab?t)B2p6~1POk)fs!xz>VK&6JYix_olVphDQutX8qt2`P4l zOc0Qd-5Qzr4Zk4l`QL7J2tey*vZHVrxYnI^pauuF3sk&Y!f{WNL~_BsrrCSn@qMDV z29@kW=@*+m$=D5-XF0|hF86MU2#mM=R5NuQKnufg1_r1YN~z4ZTIW5tf7I2 zq44b9;dI=LY0FWFMYD9(D9RJWmE-WP{TC&&3;=Ry&ioq+k0Z^Q>jRxS{^zrY^E4H{ zW&xtKC5z)gNzZ?n;NuhN7)tCT^5=hW!DJAynvdbdbF9F703_e0MeWXixz_-Dn_*i> z)-Vud2$g82eV0x=k I&*|m=0osdhh5!Hn literal 0 HcmV?d00001 diff --git a/CM3010 Databases and Advanced Data Techniques/Week 6/Week 6.md b/CM3010 Databases and Advanced Data Techniques/Week 6/Week 6.md new file mode 100644 index 0000000..175ee9a --- /dev/null +++ b/CM3010 Databases and Advanced Data Techniques/Week 6/Week 6.md @@ -0,0 +1,119 @@ +## ACID and transactions +Imagine we want to transfer money from A to B, we need to complete these stages successfully to determine the transaction was successful. + +![Diagram](Files/Image1.png) + +If we miss the last step, we could be removing money from A and not transferring to B, due to a black out, for example. + +## ACID properties + +* Atomicity +* Consistency +* Isolation +* Durability + +* Atomicity +A set of operations that only make sense as a group should be treated as a group. + +Groups of operations are all performed or none are. + +* Consistency +The database is never in an inconsistent state as a result of groups of operations being processed. + +If we're in the middle of changing the database, they data should not be available for other operations. + +* Isolation +If two or more groups of operations affect the same data, they can only be performed one at a time. + +* Durability +A completed operation or group of operations will have its changes physically committed. (and prevent loss of data as it may happen in data stored in RAM) + +## Transactions + +* Data definition Language (changing tables in the database) can cause problems, these changes may not be able to be rolled back. +* Checkpoints (to disk) may not be as frequent as transactions. +* Table locking is not absolute + +## Inconsistent analysis +Two transactions access the same data. One has multiple queries which give inconsistent information. + +To avoid an inconsistent analysis, we should implement a locking system where we can deny write access to other transactions while one is being run on a set of data. + +While one transaction is reading, no other transaction should be able to write to that data. + +Another option is to make a copy of the last known good state at the beginning of the transaction, while another transaction may be writing to the same data. + +## Serializability + +Interleaved execution of transactions is serializable if it produces the same result as non-interleaved execution of the same transactions. + +If we can guarantee that the result of performing interleaved transactions is the same as if some ordering of those transactions one at a time, then we can say that it's a consistent and allowed process. + +Operations on different data are serializable. + +Operations which are all SELECTs are serializable. + +ACID can be satisfied y a combination of: +* Transactions +* Locking strategy +* Failure recovery strategy + +## Malice and accidental damage +![Diagram](Files/Image2.png) +* SQL injection puts malicious code into normal operations. +* Malicious agent gains direct access to the database. +* User error. +* Confidential data shared inappropriately. + +## Security and user policies with SQL +The user who is expected only to add data to it should not be able to restructure (delete) a table. + +Users in SQL can +* Create, edit users +* Create, edit, use databases +* Create, edit, use tables +* Create, edit, use data + +Define user policy in advance. + +Consider whether a user needs separate roles. + +We can use the command GRANT (ability) ON (table) TO (user) +e.g. +```SQL +GRANT SELECT ON Planets, Moons TO BobUser +GRANT SELECT, INSERT ON Planets, Moons, TO BobUser +GRANT SELECT, INSERT, DROP ON Planets, Moons, TO BobUser +``` +We create a user like this +```SQL +CREATE USER BobUser IDENTIFIED BY 'BobsPass123' PASSWORD EXPIRE; +``` +Grant the ability to grant privileges up to the same privileges it has. + +```SQL +GRANT SELECT ON Planets, Moons TO BobUser WITH GRANT OPTION; +``` + +Revoke privileges + +```SQL +REVOKE ALL ON Planets, Moons FROM BobUser; +``` + +### Roles + +```SQL +CREATE ROLE Astronomer; +GRANT INSERT, SELECT ON Planets, Moons TO Astronomer; +GRANT Astronomer to BobUser; +``` + +We want to minimize user privileges to reduce the impact of error or malice. + +## Sources of error +* Bad data coming in +* Poor application logic +* Failed database operations +* Malicious user activity +