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1、精选优质文档-倾情为你奉上Exercise 5.1.1As a set:speed2.662.101.422.803.202.202.001.863.06Average = 2.37As a bag:speed2.662.101.422.803.203.202.202.202.002.801.862.803.06Average = 2.48Exercise 5.1.2As a set:hd25080320200300160Average = 218As a bag:hd2502508025025032020025025030016016080Average = 215Exercise 5.1.
2、3aAs a set:bore15161418As a bag:bore1516141615151418Exercise 5.1.3bbore(Ships Classes)Exercise 5.1.4aFor bags:On the left-hand side:Given bags R and S where a tuple t appears n and m times respectively, the union of bags R and S will have tuple t appear n + m times. The further union of bag T with t
3、he tuple t appearing o times will have tuple t appear n + m + o times in the final result. On the right-hand side:Given bags S and T where a tuple t appears m and o times respectively, the union of bags R and S will have tuple t appear m + o times. The further union of bag R with the tuple t appeari
4、ng n times will have tuple t appear m + o + n times in the final result.For sets:This is a similar case when dealing with bags except the tuple t can only appear at most once in each set. The tuple t only appears in the result if all the sets have the tuple t. Otherwise, the tuple t will not appear
5、in the result. Since we cannot have duplicates, the result only has at most one copy of the tuple t.Exercise 5.1.4bFor bags:On the left-hand side:Given bags R and S where a tuple t appears n and m times respectively, the intersection of bags R and S will have tuple t appear min( n, m ) times. The fu
6、rther intersection of bag T with the tuple t appearing o times will produce tuple t min( o, min( n, m ) ) times in the final result. On the right-hand side:Given bags S and T where a tuple t appears m and o times respectively, the intersection of bags R and S will have tuple t appear min( m, o ) tim
7、es. The further intersection of bag R with the tuple t appearing n times will produce tuple t min( n, min( m, o ) ) times in the final result.The intersection of bags R,S and T will yield a result where tuple t appears min( n,m,o ) times.For sets:This is a similar case when dealing with bags except
8、the tuple t can only appear at most once in each set. The tuple t only appears in the result if all the sets have the tuple t. Otherwise, the tuple t will not appear in the result.Exercise 5.1.4cFor bags:On the left-hand side:Given that tuple r in R, which appears m times, can successfully join with
9、 tuple s in S, which appears n times, we expect the result to contain mn copies. Also given that tuple t in T, which appears o times, can successfully join with the joined tuples of r and s, we expect the final result to have mno copies.On the right-hand side:Given that tuple s in S, which appears n
10、 times, can successfully join with tuple t in T, which appears o times, we expect the result to contain no copies. Also given that tuple r in R, which appears m times, can successfully join with the joined tuples of s and t, we expect the final result to have nom copies.The order in which we perform
11、 the natural join does not matter for bags.For sets:This is a similar case when dealing with bags except the joined tuples can only appear at most once in each result. If there are tuples r,s,t in relations R,S,T that can successfully join, then the result will contain a tuple with the schema of the
12、ir joined attributes.Exercise 5.1.4dFor bags:Suppose a tuple t occurs n and m times in bags R and S respectively. In the union of these two bags R S, tuple t would appear n + m times. Likewise, in the union of these two bags S R, tuple t would appear m + n times. Both sides of the relation yield the
13、 same result. For sets:A tuple t can only appear at most one time. Tuple t might appear each in sets R and S one or zero times. The combinations of number of occurrences for tuple t in R and S respectively are (0,0), (0,1), (1,0), and (1,1). Only when tuple t appears in both sets R and S will the un
14、ion R S have the tuple t. The same reasoning holds when we take the union S R. Therefore the commutative law for union holds.Exercise 5.1.4eFor bags:Suppose a tuple t occurs n and m times in bags R and S respectively. In the intersection of these two bags R S, tuple t would appear min( n,m ) times.
15、Likewise in the intersection of these two bags S R, tuple t would appear min( m,n ) times. Both sides of the relation yield the same result. For sets:A tuple t can only appear at most one time. Tuple t might appear each in sets R and S one or zero times. The combinations of number of occurrences for
16、 tuple t in R and S respectively are (0,0), (0,1), (1,0), and (1,1). Only when tuple t appears in at least one of the sets R and S will the intersection R S have the tuple t. The same reasoning holds when we take the intersection S R.Therefore the commutative law for intersection holds.Exercise 5.1.
17、4fFor bags:Suppose a tuple t occurs n times in bag R and tuple u occurs m times in bag S. Suppose also that the two tuples t,u can successfully join. Then in the natural join of these two bags R S, the joined tuple would appear nm times. Likewise in the natural join of these two bags S R, the joined
18、 tuple would appear mn times. Both sides of the relation yield the same result. For sets:An arbitrary tuple t can only appear at most one time in any set. Tuples u,v might appear respectively in sets R and S one or zero times. The combinations of number of occurrences for tuples u,v in R and S respe
19、ctively are (0,0), (0,1), (1,0), and (1,1). Only when tuple u exists in R and tuple v exists in S will the natural join R S have the joined tuple. The same reasoning holds when we take the natural join S R.Therefore the commutative law for natural join holds.Exercise 5.1.4gFor bags:Suppose tuple t a
20、ppears m times in R and n times in S. If we take the union of R and S first, we will get a relation where tuple t appears m + n times. Taking the projection of a list of attributes L will yield a resulting relation where the projected attributes from tuple t appear m + n times. If we take the projec
21、tion of the attributes in list L first, then the projected attributes from tuple t would appear m times from R and n times from S. The union of these resulting relations would have the projected attributes of tuple t appear m + n times.For sets:An arbitrary tuple t can only appear at most one time i
22、n any set. Tuple t might appear in sets R and S one or zero times. The combinations of number of occurrences for tuple t in R and S respectively are (0,0), (0,1), (1,0), and (1,1). Only when tuple t exists in R or S (or both R and S) will the projected attributes of tuple t appear in the result.Ther
23、efore the law holds.Exercise 5.1.4hFor bags:Suppose tuple t appears u times in R, v times in S and w times in T. On the left hand side, the intersection of S and T would produce a result where tuple t would appear min(v , w) times. With the addition of the union of R, the overall result would have u
24、 + min(v , w) copies of tuple t. On the right hand side, we would get a result of min(u + v, u + w) copies of tuple t. The expressions on both the left and right sides are equivalent.For sets:An arbitrary tuple t can only appear at most one time in any set. Tuple t might appear in sets R,S and T one
25、 or zero times. The combinations of number of occurrences for tuple t in R, S and T respectively are (0,0,0), (0,0,1), (0,1,0), (0,1,1), (1,0,0), (1,0,1), (1,1,0) and (1,1,1). Only when tuple t appears in R or in both S and T will the result have tuple t. Therefore the distributive law of union over
26、 intersection holds.Exercise 5.1.4iSuppose that in relation R, u tuples satisfy condition C and v tuples satisfy condition D. Suppose also that w tuples satisfy both conditions C and D where w min(v , w). Then the left hand side will return those w tuples. On the right hand side, C(R) produces u tup
27、les and D(R) produces v tuples. However, we know the intersection will produce the same w tuples in the result.When considering bags and sets, the only difference is bags allow duplicate tuples while sets only allow one copy of the tuple. The example above applies to both cases.Therefore the law hol
28、ds.Exercise 5.1.5aFor sets, an arbitrary tuple t appears on the left hand side if it appears in both R,S and not in T. The same is true for the right hand side.As an example for bags, suppose that tuple t appears one time each in both R,T and two times in S. The result of the left hand side would ha
29、ve zero copies of tuple t while the right hand side would have one copy of tuple t. Therefore the law holds for sets but not for bags.Exercise 5.1.5bFor sets, an arbitrary tuple t appears on the left hand side if it appears in R and either S or T. This is equivalent to saying tuple t only appears wh
30、en it is in at least R and S or in R and T. The equivalence is exactly the right sides expression.As an example for bags, suppose that tuple t appears one time in R and two times each in S and T. Then the left hand side would have one copy of tuple t in the result while the right hand side would hav
31、e two copies of tuple t.Therefore the law holds for sets but not for bags.Exercise 5.1.5cFor sets, an arbitrary tuple t appears on the left hand side if it satisfies condition C, condition D or both condition C and D. On the right hand side, C(R) selects those tuples that satisfy condition C while D
32、(R) selects those tuples that satisfy condition D. However, the union operator will eliminate duplicate tuples, namely those tuples that satisfy both condition C and D. Thus we are ensured that both sides are equivalent.As an example for bags, we only need to look at the union operator. If there are
33、 indeed tuples that satisfy both conditions C and D, then the right hand side will contain duplicate copies of those tuples. The left hand side, however, will only have one copy for each tuple of the original set of tuples.Exercise 5.2.1aA+BA2B210154910164167916Exercise 5.2.1bB+1C-1103334431143Exerc
34、ise 5.2.1cAB0101232434Exercise 5.2.1dBC010224253434Exercise 5.2.1eAB01232434Exercise 5.2.1fBC0124253402Exercise 5.2.1gASUM(B)022734Exercise 5.2.1hBAVG(C)01.524.534Exercise 5.2.1iA023Exercise 5.2.1jAMAX(C)24Exercise 5.2.1kABC23423401012434Exercise 5.2.1lABC23423401242502Exercise 5.2.1mABC234234010124
35、3401242502Exercise 5.2.1nAR.BS.BC012401250134013401240125013401342324340102Exercise 5.2.2aApplying the operator on a relation with no duplicates will yield the same relation. Thus is idempotent.Exercise 5.2.2bThe result of L is a relation over the list of attributes L. Performing the projection agai
36、n will return the same relation because the relation only contains the list of attributes L. Thus L is idempotent.Exercise 5.2.2cThe result of C is a relation where condition C is satisfied by every tuple. Performing the selection again will return the same relation because the relation only contain
37、s tuples that satisfy the condition C. Thus C is idempotent.Exercise 5.2.2dThe result of L is a relation whose schema consists of the grouping attributes and the aggregated attributes. If we perform the same grouping operation, there is no guarantee that the expression would make sense. The grouping
38、 attributes will still appear in the new result. However, the aggregated attributes may or may not appear correctly. If the aggregated attribute is given a different name than the original attribute, then performing L would not make sense because it contains an aggregation for an attribute name that
39、 does not exist. In this case, the resulting relation would, according to the definition, only contain the grouping attributes. Thus, L is not idempotent.Exercise 5.2.2eThe result of is a sorted list of tuples based on some attributes L. If L is not the entire schema of relation R, then there are at
40、tributes that are not sorted on. If in relation R there are two tuples that agree in all attributes L and disagree in some of the remaining attributes not in L, then it is arbitrary as to which order these two tuples appear in the result. Thus, performing the operation multiple times can yield a dif
41、ferent relation where these two tuples are swapped. Thus, is not idempotent.Exercise 5.2.3If we only consider sets, then it is possible. We can take A(R) and do a product with itself. From this product, we take the tuples where the two columns are equal to each other.If we consider bags as well, the
42、n it is not possible. Take the case where we have the two tuples (1,0) and (1,0). We wish to produce a relation that contains tuples (1,1) and (1,1). If we use the classical operations of relational algebra, we can either get a result where there are no tuples or four copies of the tuple (1,1). It i
43、s not possible to get the desired relation because no operation can distinguish between the original tuples and the duplicated tuples. Thus it is not possible to get the relation with the two tuples (1,1) and (1,1).Exercise 5.3.1a) Answer(model) PC(model,speed,_,_,_) AND speed 3.00b) Answer(maker) L
44、aptop(model,_,_,hd,_,_) AND Product(maker,model,_) AND hd 100c) Answer(model,price) PC(model,_,_,_,price) AND Product(maker,model,_) AND maker=BAnswer(model,price) Laptop(model,_,_,_,_,price) AND Product(maker,model,_) AND maker=BAnswer(model,price) Printer(model,_,_,price) AND Product(maker,model,_
45、) AND maker=Bd) Answer(model) Printer(model,color,type,_) AND color=true AND type=lasere) PCMaker(maker) Product(maker,_,type) AND type=pcLaptopMaker(maker) Product(maker,_,type) AND type=laptopAnswer(maker) LaptopMaker(maker) AND NOT PCMaker(maker)f) Answer(hd) PC(model1,_,_,hd,_) AND PC(model2,_,_,hd,_) AND model1 model2g) Answer(model1,model2) PC(model1,speed, ram,_,_) AND PC(model2,_speed,ram,_,_) AND model1 model2h) FastComputer(model) PC(model,speed,_,_,_) AND speed 2.80FastComputer(model) Laptop(model,speed,_,_,_,_) AND speed 2.80Answer(maker) Product(maker,
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