我想實現一個邏輯門類型聚合操作。而且我在編寫一個在合理時間內執行計算的實現方面遇到問題。我認爲我的邏輯上有效,但速度很慢,我認爲它不是必須的。我認爲應該可以做到這一點,而不是使用許多'findall或cut'。prolog邏輯門聚合遞歸優化
我有一個約10,000列和70行的表。行對應於樣本,列對應於探針。表中的每個值都是一個或一個零(樣本中探針的狀態)。
多個探針編碼一種蛋白質。 (多對一的關係)所以我想用Logical OR操作將探針列聚合到蛋白質列。
除此之外,一些蛋白質是蛋白質複合物或蛋白質組的一部分。除了含有蛋白質之外,蛋白質複合物和蛋白質集合都可以包含蛋白質複合物或蛋白質集合。所以它們可以是一種遞歸關係。我想將蛋白質組作爲OR門和蛋白質複合體建模爲AND門。我一般將蛋白質,蛋白質組和複合體稱爲「實體」。
因此,我希望有一個謂詞,我可以問一個蛋白質或實體是否在快速工作的樣本中打開或關閉。
如果其他一些謂詞不清楚,我可以告訴你他們做了什麼。
protein(Sample, Reactome_Id, State):-
setof(Sample, Probe^samples(Sample, Probe, ProbeValue), Samples),
%sample/3 is a set of facts that correspond to the described table
member(X, Samples), %used to generate Sample Id's %this seems wasteful
protein_reactome_Id_to_Uniprot_Id(Reactome_Id, UniprotId), % a set of facts matching two types of id
%used to generate uniprot ids
findall(Value, uniProt_Sample_Probes(UniprotId,X,_,Value),Vs),
Vs = [_|_], %Check list is not empty already
delete(Vs,0,ListOfOnes),
(ListOfOnes=[]-> (State is 0, write('OFF'));(State is 1,write('ON'))).
%As this is an or I think I should just be able to find a single 1 and cut for the on case and if this is not possible to say it is off.
%if a (simple) entity is a protein set and its state is on
%this is a base case where an entity does not have complexs or sets inside it
state_of_entity(Entity,State,Sample):-
all_children_proteins(Entity), %checks that all children are of type protein
type(Entity, protein_set),
child_component(Entity,Child), %generates the children of an entity
protein(Sample,Child,1),
State is 1,!.
%if a (simple) entity is a protein set and it's state if off
%this is a base case where an entity does not have complexs or sets inside it
%I find all proteins for a sample, this is a list of values, I delete all the
%zeros and the remaining list will unify with the empty list.
state_of_entity(Entity,State,Sample):-
all_children_proteins(Entity),
type(Entity, protein_set),
child_component(Entity,Child),
bagof(Value, Value^protein(Sample,Child,Value),Vs),
delete(Vs,0,ListOfOnes),ListOfOnes=[],
State is 0,!.
%if a (simple) entity is a complex and is off
%this is a base case where an entity does not have complexs or sets inside it
state_of_entity(Entity,State,Sample):-
all_children_proteins(Entity),
type(Entity, complex),
child_component(Entity,Child),
protein(Sample,Child,0),
State is 0,!.
%if a (simple) entity is a complex and is on.
%this is a base case where an entity does not have complexs or sets inside it
%I find all protein in a sample, this is a list of values, I delete all the
%zeros and the remaining list will unify with the empty list.
state_of_entity(Entity,State,Sample):-
all_children_proteins(Entity),
type(Entity, complex),
child_component(Entity,Child),
bagof(Value, Value^protein(Sample,Child,Value),Vs),
delete(Vs,1,ListOfZeros),ListOfZeros=[],
State is 1,!.
%if a complex with components is off
%recursive case
state_of_entity(Entity,State,Sample):-
type(Entity, complex),
child_component(Entity,Child),
(state_of_entity(Child,0,Sample);
protein(Sample,Child,0)), %if it has any proteins as input as well as other components
State is 0,!.
%if a complex with components is on
%recursive case
state_of_entity(Entity,State,Sample):-
type(Entity, complex),
child_component(Entity,Child),
bagof(Value, Value^state_of_entity(Child,Value,Sample),Vs),%if it has component inputs
bagof(Value2, Value2^protein(Sample,Child,Value2),Vs2),%if it has protein inputs
append(Vs, Vs2, Vs3),
delete(Vs3,1,ListOfZeros),ListOfZeros=[],%delete all the ones, the list of zeros will be empty if all inputs are on
State is 1,!.
%if a protein set with components is on
%recursive case
state_of_entity(Entity,State,Sample):-
type(Entity, protein_set),
child_component(Entity,Child),
(state_of_entity(Child,1,Sample);
protein(Sample,Child,1)), %if it has any proteins as input as well as other entities
State is 1,!.
%if a protein set with components is off
%recursive case
state_of_entity(Entity,State,Sample):-
type(Entity, protein_set),
child_component(Entity,Child),
bagof(Value, Value^state_of_entity(Child,Value,Sample),Vs), %if it has entity inputs
bagof(Value2, Value2^protein(Sample,Child,Value2),Vs2), %if it has protein inputs
append(Vs, Vs2, Vs3), %join the list of inputs together
delete(Vs3,0,ListOfOnes),ListOfOnes=[], %delete all the zeros, the list of 1's will be empty if all inputs are off
State is 0,!.
更新 我結束了本作的蛋白質位,因爲我想要的工作。
samples(Samples):-
setof(Sample_in, Probe^samples(Sample_in, Probe, ProbeValue), Samples).
sample(Sample):-
once(samples(Samples)), %why do I need this?!
member(Sample, Samples).
protein_stack(Sample, Reactome_Id, State):-
(
protein_reactome_Id_to_Uniprot_Id(Reactome_Id, UniprotId),
uniProt_Sample_Probes(UniprotId, Sample, Probe, 1),
!,
State is 1
;
State is 0
).
protein_good(Sample, Reactome_Id,State):-
sample(Sample),
protein_reactome_Id_to_Uniprot_Id(Reactome_Id, _),
protein_stack(Sample, Reactome_Id,State).
感謝。 – user27815