caubert / CSCI_3410 (public) (License: CC BY 4.0) (since 2018-05-16) (hash sha1)
Material for Database Class.
Clone URLs: https://rocketgit.com/user/caubert/CSCI_3410 ssh://rocketgit@ssh.rocketgit.com/user/caubert/CSCI_3410 git://git.rocketgit.com/user/caubert/CSCI_3410
master
List of commits:
Subject Hash Author Date (UTC)
Worked on narrative in Chapter 4, mostly ER diagrams. 9e0cc5fc5a2b4087fe1191f1ba5926f87ad5a7bd aubert@math.cnrs.fr 2019-03-12 18:57:16
Updated list of known bugs. d51ff0a5bb73f09eb8d3eb7520ebb77555911e69 aubert@math.cnrs.fr 2019-03-12 17:09:22
Updating the README with the list of new files. bb35e21746d958d649b226a5857150d975d85403 aubert@math.cnrs.fr 2019-03-07 15:20:04
Adding a list of bug, and the sketch of a guide to contribute. 3a94b1fa49aee97001a45325f3f10f09475bf388 aubert@math.cnrs.fr 2019-03-07 15:14:38
Fixed the size of the images, added mention of the support of Affordable Learning Georgia. 485cf486d8d2b08427e5d02eda56d5b7a9495b38 aubert@math.cnrs.fr 2019-03-05 19:37:39
Finishing homework #5. e322bc945941083b0649557d9ad6bdbb8308c10c aubert@math.cnrs.fr 2019-03-04 15:10:15
Preparing homework 5 2b9ba64d1d36ae9f413929947cac5e6cddceb3dc aubert@math.cnrs.fr 2019-03-01 20:06:12
Some fixes and added quiz #3. d73c356f1bec9679f7123bc508c1863f8de40aef aubert@math.cnrs.fr 2019-02-28 20:34:04
Working on solutions for problems in Chapter 3. 0da378f97cea97fa2b3614f1b611a3b5bdf42632 aubert@math.cnrs.fr 2019-02-26 19:56:23
Forgot one exercise in exam. 611bbe4cc68f802bfffd7bdfc70c3433a70eceb5 aubert@math.cnrs.fr 2019-02-22 20:39:07
Quick fix c22751b88c377a40dd2c037a706409aa29ef3ce2 aubert@math.cnrs.fr 2019-02-22 20:37:21
Various editing, fixing some of the solutions in Chapter 3 and some of the exercises in Chapter 4. 1e1d8dd576329b20aa3b7f9344aaecb9d11fc6f4 aubert@math.cnrs.fr 2019-02-22 20:22:09
Added the rest of the first exam for Fall 2019. 0d5a839282b1ae6e6c07e7b12a74ff2f0f2f3b86 aubert@math.cnrs.fr 2019-02-22 20:03:02
Adding a problem and its solution, in the SQL chapter. d5bfcbb949a6acac68156a8b37d6f8d23375b1cb aubert@math.cnrs.fr 2019-02-19 19:53:27
Adding second quiz, and fixing some exercises and problems in Chapter 3. 062c9b46fad52848efbf61e08c91103c0bae4127 aubert@math.cnrs.fr 2019-02-06 20:04:16
Clarification on SQL constraints. 70e26a02aa344cc1bf009a089623be6baac79ba7 aubert@math.cnrs.fr 2019-01-29 22:46:26
Adding some minor SQL remarks + code for HW_FACULTY. 1d1b74302d29fb63c3c2bacca30533283f720997 aubert@math.cnrs.fr 2019-01-25 17:24:16
fixing small typo. 0feeb8df61e05d6d0990120628303cf31108f100 aubert@math.cnrs.fr 2019-01-22 18:23:34
Quick fix + adding macOS install instructions. ea3063e4e9225c8ce66838c8bfddb9a34aadacf8 aubert@math.cnrs.fr 2019-01-16 15:59:38
Fixing a few typos and adding a drawing. b335800d4129c8e29763a6c1d564243d485fa51b aubert@math.cnrs.fr 2019-01-15 19:03:38
Commit 9e0cc5fc5a2b4087fe1191f1ba5926f87ad5a7bd - Worked on narrative in Chapter 4, mostly ER diagrams.
Author: aubert@math.cnrs.fr
Author date (UTC): 2019-03-12 18:57
Committer name: aubert@math.cnrs.fr
Committer date (UTC): 2019-03-12 18:57
Parent(s): d51ff0a5bb73f09eb8d3eb7520ebb77555911e69
Signing key:
Tree: d45e55294243acf1744b0e54c41dd17d7995dba0
File Lines added Lines deleted
KNOWN_BUGS.md 3 0
notes/fig/er/Account.tex 10 0
notes/fig/er/Naming_short1.tex 11 0
notes/fig/er/Naming_short2.tex 8 0
notes/fig/er/Phone_Carrier1.tex 15 0
notes/fig/er/Phone_Carrier2.tex 14 0
notes/img/db_design.pdf 0 0
notes/img/db_design.svg 0 1476
notes/lectures_notes.md 79 45
notes/style/style.css 6 0
File KNOWN_BUGS.md changed (mode: 100644) (index 0ea8598..cadaf16)
... ... PDF
50 50 - The header are sometimes wrong (in the "Exercises" or "Problems" section, they keep the header of the last section). - The header are sometimes wrong (in the "Exercises" or "Problems" section, they keep the header of the last section).
51 51 - Offer multiple pdf format (binder, fewer margins?) - Offer multiple pdf format (binder, fewer margins?)
52 52
53 OTHER
54 -----
53 55
56 - It could be of interest to offer other formats (cf. <http://pandoc.org/> for a complete list), like `epub` or `docx`.
54 57
55 58 TO DO TO DO
56 59 ======= =======
File notes/fig/er/Account.tex added (mode: 100644) (index 0000000..97ff7df)
1 \documentclass[border=20pt]{standalone}
2 \input{template.def}
3
4 \begin{tikzpicture}[node distance=5em]
5 \node [entity] (CUSTOMER) {CUSTOMER};
6 \node [relationship] (POSSESSES) [right=of CUSTOMER] {POSSESSES} edge node[above]{$1$} (CUSTOMER);
7 \node [entity] [right = of POSSESSES] {ACCOUNT} edge node[above]{$\cN$} (POSSESSES);
8 \node [entity] [below = of POSSESSES] {BANK} edge node[left]{$1$} (POSSESSES);
9 \end{tikzpicture}
10 \end{document}
File notes/fig/er/Naming_short1.tex added (mode: 100644) (index 0000000..251037e)
1 \documentclass[border=20pt]{standalone}
2 \input{template.def}
3
4 \begin{tikzpicture}[node distance=7em]
5 \node[entity] (entity) {ENTITY TYPE NAME};
6 \node[attribute] [above left of=entity] {Attribute $1$} edge (entity);
7 \node[attribute] [above right of=entity] {Attribute $n$} edge (entity);
8 \node[above = 3em of entity] {…};
9 \end{tikzpicture}
10
11 \end{document}
File notes/fig/er/Naming_short2.tex added (mode: 100644) (index 0000000..d7fbfe3)
1 \documentclass[border=20pt]{standalone}
2 \input{template.def}
3
4 \begin{tikzpicture}[node distance=7em]
5 \node[entity] {ENTITY TYPE NAME};
6 \end{tikzpicture}
7
8 \end{document}
File notes/fig/er/Phone_Carrier1.tex added (mode: 100644) (index 0000000..a914e98)
1 \documentclass[border=20pt]{standalone}
2 \input{template.def}
3
4 \begin{tikzpicture}[node distance=7em]
5 \node [entity] (phone) {PHONE};
6 \node [attribute] [above left of=phone] {Attribute $1$} edge (phone);
7 \node [attribute] [above right of=phone] {Attribute $n$} edge (phone);
8 \node (dots) [above = 3em of phone] {…};
9 \node [relationship] (uses) [right=of phone] {USES} edge[total] node[above]{$\cN$} (phone);
10 \node [attribute] [above of=uses] {Average\_Network\_Quality} edge (uses);
11 \node [entity] (carrier) [right = of uses] {CARRIER} edge node[above]{$1$} (uses);
12
13 \end{tikzpicture}
14
15 \end{document}
File notes/fig/er/Phone_Carrier2.tex added (mode: 100644) (index 0000000..d519884)
1 \documentclass[border=20pt]{standalone}
2 \input{template.def}
3
4 \begin{tikzpicture}[node distance=7em]
5 \node [entity] (phone) {PHONE};
6 \node [attribute] [above left of=phone] {Attribute $1$} edge (phone);
7 \node [attribute] [above right of=phone] {Attribute $n$} edge (phone);
8 \node (dots) [above = 3em of phone] {…};
9 \node [relationship] (uses) [right=of phone] {USES} edge[total] node[above]{$\cN$} (phone);
10 \node [attribute] [below of=phone] {Average\_Network\_Quality} edge (phone);
11 \node [entity] (carrier) [right = of uses] {CARRIER} edge node[above]{$1$} (uses);
12 \end{tikzpicture}
13
14 \end{document}
File notes/img/db_design.pdf deleted (index 855cc88..0000000)
File notes/img/db_design.svg deleted (index d72c54b..0000000)
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File notes/lectures_notes.md changed (mode: 100644) (index d10750d..1dce784)
... ... bibliography: [ bib/bib.bib ]
10 10 link-citations: true link-citations: true
11 11 lang: en lang: en
12 12 numbersections: true numbersections: true
13 mainfont: Linux Libertine O
13 mainfont: Linux Libertine O
14 14 keywords: keywords:
15 15 - Computer Science - Computer Science
16 16 - Database - Database
 
... ... Previous relational models have mistakes and limitations:
3633 3633 - What if an insurance covers more than one car, more than one driver? - What if an insurance covers more than one car, more than one driver?
3634 3634 - Changing the code "on the fly", as we did for the `Lecture` and `Grade` tables, is difficult and error-prone. - Changing the code "on the fly", as we did for the `Lecture` and `Grade` tables, is difficult and error-prone.
3635 3635
3636 We could go back and forth between relational models (logical level) and SQL implementations (physical level), but we will use even more high-level tools:
3636 We could go back and forth between relational models (~ logical level) and SQL implementations (~ physical level), but we will use even more high-level tools (~ conceptual level):
3637 3637
3638 3638 - Entity Relationship Models (ER, static: DB) - Entity Relationship Models (ER, static: DB)
3639 3639 - Unified Modelling Diagrams (UML, dynamic: DB + software) - Unified Modelling Diagrams (UML, dynamic: DB + software)
3640 3640 - Enhanced Entity Relationship Models (EER, adds operations to ER) - Enhanced Entity Relationship Models (EER, adds operations to ER)
3641 3641
3642 ---------------------- ------------ --------- ----------
3643 Feature Conceptual Logical Physical
3644 Entity Names ✔ ✔  
3645 Entity Relationships ✔ ✔  
3646 Attributes   ✔  
3647 Primary Keys   ✔ ✔
3648 Foreign Keys   ✔ ✔
3649 Table Names     ✔
3650 Column Names     ✔
3651 Column Data types     ✔
3652 ---------------------- ------------ --------- ----------
3653 3642
3654 Remember that in relational models, relations were representing entities (`Student`) and relationships (`Majors_In`), here the distinction is made in this table (entity vs relationship).
3643 Feature | Conceptual | Logical | Physical
3644 ---------------------- | ------------ | --------- | ----------
3645 (Main) Audience | Business | Designer | Programmer
3646 Entity Names | ✔ | ✔ |  
3647 Entity Relationships | ✔ | ✔ |  
3648 Attributes | (✔) | ✔ |  
3649 Cardinalities |   | ✔ | ✔
3650 Primary Keys |   | ✔ | ✔
3651 Foreign Keys |   | ✔ | ✔
3652 Column Data types (Domain) |   | (✔) | ✔
3653 Table Names |   |   | ✔
3654 Column Names |   |   | ✔
3655 3655
3656 Remember that a model is supposed to be DBMS independant, and that computer science is at the border between humans and computers.
3657 Cf. [@Textbook6, Figure 7.1] or [@Textbook7, Figure 3.1] for the "parrallel journey" of operations:
3658
3659 ![](img/db_design)
3660 \
3661
3662 Introduce topics to come.
3656 Remember that in relational models, relations were representing entities (`Student`) and relationships (`Majors_In`).
3657 At the conceptual level, and more particularly in ER diagram, the distinction is made between entities and relationship.
3663 3658
3664 3659 --- ---
3665 3660
3666 3661
3667 3662 ## Entity-Relationship Model ## Entity-Relationship Model
3668 3663
3669 Data is organized into entity, relationships and attributes.
3664 Data is organized into **entities** (with **attributes**), **relationships** between entities (with **attributes** as well).
3670 3665
3671 3666 ### Entities ### Entities
3672 3667
 
... ... Data is organized into entity, relationships and attributes.
3675 3670
3676 3671 Entity A : Entity A :
3677 3672
3678 - Name = Clément
3673 - Name = Clément Aubert
3679 3674 - Address = HCOB, HA, E. 128 ; Invented St., Auguta, GA - Address = HCOB, HA, E. 128 ; Invented St., Auguta, GA
3680 3675 - Diploma = Ph.D in CS; BS in Math - Diploma = Ph.D in CS; BS in Math
3681 3676 - Highest Diploma = Ph.D in CS - Highest Diploma = Ph.D in CS
3682 - Dean = Joanne Sexton
3677 - Favorite Class = CSCI 1301
3683 3678 - Favorite Sport = NULL - Favorite Sport = NULL
3684 3679
3685 3680 Some vocabulary: Some vocabulary:
3686 3681
3687 - Entity = actual thing (individuel)
3682 - Entity = actual thing (individual)
3688 3683 - Entity type = collection of entities with the same attributes - Entity type = collection of entities with the same attributes
3689 3684 - Entity set (or collection) = collection of all entities of a particular entity type. - Entity set (or collection) = collection of all entities of a particular entity type.
3690 3685
 
... ... Attributes can be
3701 3696
3702 3697 (…) = complex (…) = complex
3703 3698
3704 For instance, one could store multiple address using the "schema" `{Address(Street, Number, Apt, City, State, ZIP)}`.
3699 For instance, one could
3700
3701 - store the name using a composite attribute (First Name, \{Middle Name\}, Last Name),
3702 - store multiple addresses using the "schema" `{Address(Street, Number, Apt, City, State, ZIP)}`,
3703 - derive the value of "Highest Diploma" using the value(s) stored in "Diploma".
3704
3705 3705
3706 3706 #### Key attributes #### Key attributes
3707 3707
3708 3708 A key attribute is an attribute whose value is distinct for each entity in the entity set. A key attribute is an attribute whose value is distinct for each entity in the entity set.
3709 3709
3710 - Serve to identify entity
3711 - Can be more than one such attribute
3710 - Serve to identify an entity,
3711 - Can be more than one such attribute (and we leave the options open),
3712 3712 - Cannot be multiple attributes: if more than one attribute is needed to make a key attribute, combine them into a composite attribute and make it the key. - Cannot be multiple attributes: if more than one attribute is needed to make a key attribute, combine them into a composite attribute and make it the key.
3713 3713 - A composite attribute that is a key attribute should not still be a key attribute if we were to remove one of the attribute (similar to the minimality requirement). - A composite attribute that is a key attribute should not still be a key attribute if we were to remove one of the attribute (similar to the minimality requirement).
3714 3714 - An entity with no key is called a weak entity type: it is an entity that will be identified thanks to its relation to other entities, and thanks to its partial key (we will discuss this later). - An entity with no key is called a weak entity type: it is an entity that will be identified thanks to its relation to other entities, and thanks to its partial key (we will discuss this later).
 
... ... a key | the name of the attribute is underlined |
3731 3731 ![](fig/er/Entity_Instructor) ![](fig/er/Entity_Instructor)
3732 3732 \ \
3733 3733
3734 In the following, we'll focus on the relationship between the entities more than on the attributes of particular entities, so we'll sometimes simply draw
3735
3736 ![](fig/er/Naming_short1)
3737 \
3738
3739 leaving the attributes un-specified (but that does not mean that they all have to be atomic) or even just
3740
3741
3742 ![](fig/er/Naming_short2)
3743 \
3744
3745 but that does not mean that the entity type have no attribute!
3746
3734 3747 --- ---
3735 3748
3736 3749 ### Relationships ### Relationships
3737 3750
3738 Reminder: entity = actual thing, entity set = collection of entities, entity type = abstraction.
3739
3740 3751 #### Vocabulary #### Vocabulary
3741 3752
3742 3753 - Relationship = actual relation (or action) between entities ("teaches", "loves", "possesses", etc.). - Relationship = actual relation (or action) between entities ("teaches", "loves", "possesses", etc.).
 
... ... We can also use it to make the "right-side" and the "left-side" of a recursive r
3777 3788 ![](fig/er/Role_Name3) ![](fig/er/Role_Name3)
3778 3789
3779 3790 Finally, we will sometimes use "Role Name of Entity 1 : Role Name of Entity 2" as a notation for the relation between them. Finally, we will sometimes use "Role Name of Entity 1 : Role Name of Entity 2" as a notation for the relation between them.
3780 For instance, we can write "Employer:Employee" to denote the "EMPLOYS" relation, and we will also use this notation with entities, and write "PERSON:POSITION" for the "OCCUPIES" relation.
3791 For instance, we can write "Employer:Employee" to denote the "EMPLOYS" relation, and we will also use this notation when the relationship is between different entities, and write e.g. "PERSON:POSITION" for the "OCCUPIES" relation.
3781 3792
3782 3793 #### Constraints #### Constraints
3783 3794
 
... ... They both concerns the number of relationship instances an entity can participat
3788 3799
3789 3800 **Maximum** number of relationships instances that an entity can participat it. **Maximum** number of relationships instances that an entity can participat it.
3790 3801
3791 For binary relations, can be $1:1$, $N:1$, $M:N$ ($1$ is "at most", $M$, $N$, $O$, $P$, is "no maximum" → in E.R. diagram, we don't count (yet)).
3802 For binary relations, can be $1:1$, $N:1$, $1:N$, or $M:N$.
3803 The $1$ stands for "at most $1$", and the $M$, $N$, and $P$ stand for "possibly more than $1$", or "no maximum".
3804 In E.R. diagram, we don't count, and don't make the distinction between "at most $5$" and "at most $10$", for instance^[An alternative notation, [detailled later on](#sec:alternative-notation), will address this shortcoming.].
3805
3806 Possible examples include:
3792 3807
3793 - MENTOR : MENTEE is $1:N$ ("A mentor can have multiple mentees, a mentee has at most one mentor.")
3794 - PERSON : SSN is $1:1$ ("A person has one SSN, a SSN belongs to one person.")
3795 - COURSE : DEPARTMENT is $N:1$ ("A course is offered by one department, a department can offer any number of courses".)
3796 - STUDENT : TEAM is $M:N$ ("A student can participate in multiple team, a team can have multiple students.")
3808 Relation | Possible Ratio | Explanation
3809 --- | --- | -----------
3810 MENTOR : MENTEE | $1:N$ | "A mentor can have multiple mentees, a mentee has at most one mentor."
3811 PERSON : SSN | $1:1$ | "A person has one SSN, a SSN belongs to one person."
3812 COURSE : DEPARTMENT | $N:1$ | "A course is offered by one department, a department can offer any number of courses".
3813 STUDENT : TEAM | $M:N$ | "A student can participate in multiple team, a team can have multiple students."
3797 3814
3798 3815 We indicate the ratio on the edges: We indicate the ratio on the edges:
3799 3816
3800 ![](fig/er/Constraint2)
3817 ![](fig/er/Constraint1)
3801 3818
3802 3819 ##### Participation constraint ##### Participation constraint
3803 3820
 
... ... The participation can be total (a.k.a. existence dependency) or partial.
3807 3824
3808 3825 Total is drawn with a double line, partial is drawn with a single line. Total is drawn with a double line, partial is drawn with a single line.
3809 3826
3810 ![](fig/er/Constraint1)
3811
3827 ![](fig/er/Constraint2)
3812 3828
3813 3829 #### Attributes #### Attributes
3814 3830
 
... ... The typical example is a date attribute.
3819 3835 - MENTORING relation between MENTOR and MENTEE ($1:N$) could have a "Since" attribute. - MENTORING relation between MENTOR and MENTEE ($1:N$) could have a "Since" attribute.
3820 3836 - EMITED_DRIVING_LICENCE between DMV and PERSON ($N:1$) could have a "Date" attribute. - EMITED_DRIVING_LICENCE between DMV and PERSON ($N:1$) could have a "Date" attribute.
3821 3837
3822 We are dealing with moving aspects here: atributes on $1:1$, $1:N$, $N:1$ relationships can be migrated (to the $N$ side when there is one).
3838 We are dealing with moving aspects here: atributes on $1:1$, $1:N$, $N:1$ relationships can be migrated (to the $N$ side when there is one, or to either side where there is none).
3839
3840 For instance, imagine that every phone uses exactly (= "at most and at least") one carrier, that a carrier can provide network to multiple phones, and that the average quality of the network is an attribute in this relationship:
3841
3842 ![](fig/er/Phone_Carrier1)
3843
3844 Then each instance of the relation would be of the form ("Phone X", "Carrier Y", "$9/10$") for some way of ranking the average quality from $0$ to $10$.
3845 Note that, from the fact that the relationship is $N:1$, this means that there is only one tuple involving "Phone X": this means that the average quality could actually be seen as a property of _the phone_, and hence be migrated as an attribute to the phone side:
3846
3847 ![](fig/er/Phone_Carrier2)
3848
3849 Note that we could *not* migrate the "average phone quality" to the "Carrier" side: imagine if we had the instances ("Phone X", "Carrier Y", "$9/10$") and ("Phone Z", "Carrier Y", "$3/10$"), then should the attribute of "Carrier Y" be "$9/10$" or "$3/10$": we have no way of deciding based on this model.
3850
3851 As an exercise, you can look at the relationships TEACHING, MENTORING and EMITED_DRIVING_LICENCE that are listed above, and see if the attributes can be migrated or not, and if yes, on which side.
3852
3823 3853
3824 3854 #### Relationships of degree higher than two #### Relationships of degree higher than two
3825 3855
3826 3856 To determine cardinality ratio: fix all but one, wonder how many can be in that relationship. To determine cardinality ratio: fix all but one, wonder how many can be in that relationship.
3827 3857
3828 ![](img/N_ary_relationship.jpeg){width=90%}
3858 An example of a ternary relation could be:
3859
3860 ![](fig/er/Account)
3861
3862 The idea is that Customer Y and Bank Z could be in relationship with more than $1$ account (hence the "N").
3863 On the oppsite, Customer Y and Account K would be in relationship with only $1$ bank (hence the "1" on the bottom), and Bank Z and Account K would belong to only $1$ customer (hence the $1$ on the left).
3829 3864
3830 ![](img/N_ary_relationship02.jpeg){width=90%}
3865 An example of relation of degree $4$ could be:
3831 3866
3832 *Need to find a good $3$-ary example*
3867 ![](fig/er/Teaches)
3833 3868
3834 *There is another, large example on paper.*
3835 3869
3836 3870 --- ---
3837 3871
 
... ... Choice between two representation: if pet is involved in other relationships!
3854 3888 - Owner can itself be weak! - Owner can itself be weak!
3855 3889 - The degree of the identifying relationship can be more than 2! - The degree of the identifying relationship can be more than 2!
3856 3890
3857 ### Alternative notation
3891 ### Alternative notation {#sec:alternative-notation}
3858 3892
3859 3893 #### Notation With Explicit Maximal #### Notation With Explicit Maximal
3860 3894
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