example LambdaConf
##################################################
# Example schema and instance about employees
typeside Ty = literal {
external_types
String -> "java.lang.String"
Int -> "java.lang.Integer"
external_parsers
String -> "x => x"
Int -> "parseInt"
external_functions
plus : Int,Int -> Int = "(x, y) => x + y"
}
schema EmpSchema = literal : Ty {
entities
Employee
Department
foreign_keys
manager : Employee -> Employee
worksIn : Employee -> Department
secretary : Department -> Employee
path_equations
Employee.manager.worksIn = Employee.worksIn
Department.secretary.worksIn = Department
# Employee.manager.manager = Employee.manager
attributes
first last : Employee -> String
name : Department -> String
}
instance EmpInstance = literal : EmpSchema {
generators
101 102 103 : Employee
q10 x02 : Department
equations
manager(101) = 103 worksIn(101) = q10 first(101) = Al last(101) = Akin
manager(102) = 102 worksIn(102) = x02 first(102) = Bob last(102) = Bo
manager(103) = 103 worksIn(103) = q10 first(103) = Carl last(103) = Cork
secretary(q10) = 101 name(q10) = Math
secretary(x02) = 102 name(x02) = CS
}
##################################################
# example sigma/delta data migrations
schema S = literal : Ty {
entities
N1 N2
foreign_keys
f : N1 -> N2 #
attributes
name : N1 -> String
salary : N1 -> Int
age : N2 -> Int
}
schema T = literal : Ty {
entities
N
attributes
name : N -> String
salary : N -> Int
age : N -> Int
}
mapping F = literal : S -> T {
entity
N1 -> N
foreign_keys
f -> identity #
attributes
name -> name
salary -> salary
entity
N2 -> N
attributes
age -> age
}
instance I = literal : S {
generators
1 2 3 : N1
4 5 6 : N2
equations
name(1) = Alice salary(1) = 100
name(2) = Bob salary(2) = 250
name(3) = Sue salary(3) = 300
age(4) = 20 age(5) = 20 age(6) = 30
f(1) = 4 f(2) = 5 f(3) = 6 #
}
instance sigmaFI = sigma F I
instance deltaFsigmaFI = delta F sigmaFI
transform unitSigmaFDeltaF = unit F I #is identity
query Q = literal : T -> S {
entity
N1 -> {from n1:N attributes name -> n1.name salary -> n1.salary
foreign_keys f -> {n2 -> n1}}
entity N2 -> {from n2:N attributes age -> n2.age}
}
instance coevalQI = coeval Q I
instance evalcoevalQI = eval Q coevalQI
##################################################
# select-from-where syntax to find the name of every manager's department
schema DeptNameSchema = literal : Ty {
entities
Manager
attributes
deptName : Manager -> String
}
query Query = literal : EmpSchema -> DeptNameSchema {
entity
Manager -> {from e:Employee
attributes deptName -> e.manager.worksIn.name}
}
instance QueryResult = eval Query EmpInstance #has bag semantics
instance QueryResultDistinct = distinct QueryResult #has set semantics
##################################################
# example richer constraint - name is a key for department
constraints NameIsDeptKey = literal : EmpSchema {
forall d1 d2 : Department
where name(d1) = name(d2)
->
where d1 = d2
}
command CheckNameIsDeptKey = check NameIsDeptKey EmpInstance #the constraint holds
##################################################
# see 'Pharma Colim' example for schema and data integration
Keywords:
typeside_literal
query_literal
delta
distinct
coeval
eval
schema_literal
unit
constraints_literal
instance_literal
mapping_literal
check
sigma
Options:
instance I
N1ID | name | salary | f |
---|
0 | Alice | 100 | 3 |
1 | Bob | 250 | 4 |
2 | Sue | 300 | 5 |
instance EmpInstance
DepartmentID | name | secretary |
---|
0 | Math | 2 |
1 | CS | 4 |
EmployeeID | first | last | manager | worksIn |
---|
2 | Al | Akin | 3 | 0 |
3 | Carl | Cork | 3 | 0 |
4 | Bob | Bo | 4 | 1 |
instance sigmaFI
NID | name | salary | age |
---|
0 | Alice | 100 | 20 |
1 | Bob | 250 | 20 |
2 | Sue | 300 | 30 |
instance deltaFsigmaFI
N1ID | name | salary | f |
---|
0 | Alice | 100 | 3 |
1 | Bob | 250 | 4 |
2 | Sue | 300 | 5 |
instance QueryResult
ManagerID | deptName |
---|
0 | Math |
1 | Math |
2 | CS |
instance coevalQI
NID | name | salary | age |
---|
0 | Sue | 300 | 30 |
1 | Bob | 250 | 20 |
2 | Alice | 100 | 20 |
instance evalcoevalQI
N1ID | name | salary | f |
---|
0 | Sue | 300 | 3 |
1 | Bob | 250 | 4 |
2 | Alice | 100 | 5 |
instance QueryResultDistinct
ManagerID | deptName |
---|
0 | Math |
1 | CS |
command CheckNameIsDeptKey
Satisfied