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authormguetlein <martin.guetlein@gmail.com>2011-05-18 15:38:55 +0200
committermguetlein <martin.guetlein@gmail.com>2011-05-18 15:38:55 +0200
commit1c1a2ca0ae50e2f69b9e5cc50077a3fadb0e5f2f (patch)
tree7376d7b7a6f1fbf78f5d9066613b3f344e5def7c
parentb45d2c58ec89d2382a137d6a185aef89fd09c78c (diff)
adding tests for new algorithm comparison report
-rw-r--r--validation.rb135
1 files changed, 91 insertions, 44 deletions
diff --git a/validation.rb b/validation.rb
index 14ef5ee..74c6d23 100644
--- a/validation.rb
+++ b/validation.rb
@@ -35,11 +35,13 @@ class ValidationTest < Test::Unit::TestCase
end
@@data = []
- files = { File.new("data/hamster_carcinogenicity.mini.csv") => :crossvalidation,
+ files = { #File.new("data/hamster_carcinogenicity.csv") => :crossvalidation,
+ File.new("data/hamster_carcinogenicity.mini.csv") => :crossvalidation,
+ #File.new("data/EPAFHM.csv") => :crossvalidation,
File.new("data/EPAFHM.mini.csv") => :crossvalidation,
File.new("data/hamster_carcinogenicity.csv") => :validation,
File.new("data/EPAFHM.csv") => :validation,
-# File.new("data/StJudes-HepG2-testset_Class.csv") => :crossvalidation
+ #File.new("data/StJudes-HepG2-testset_Class.csv") => :crossvalidation
}
files.each do |file,type|
@@data << { :type => type,
@@ -91,7 +93,7 @@ class ValidationTest < Test::Unit::TestCase
:random_seed => 2}
t = OpenTox::SubTask.new(nil,0,1)
def t.progress(pct)
- if !defined?@last_msg or @last_msg+3<Time.new
+ if !defined?@last_msg or @last_msg+10<Time.new
puts "waiting for training-test-split validation: "+pct.to_s
@last_msg=Time.new
end
@@ -164,51 +166,58 @@ class ValidationTest < Test::Unit::TestCase
# OpenTox::Crossvalidation.find(File.join(CONFIG[:services]["opentox-validation"],"crossvalidation/noexistingid"))
#end
@@cvs = []
+ @@cv_datasets = []
+ @@cv_identifiers = []
@@data.each do |data|
if data[:type]==:crossvalidation
- puts "test_crossvalidation "+data[:info].to_s
- p = {
- :dataset_uri => data[:data],
- :algorithm_uri => File.join(CONFIG[:services]["opentox-algorithm"],"lazar"),
- :algorithm_params => "feature_generation_uri="+File.join(CONFIG[:services]["opentox-algorithm"],"fminer/bbrc"),
- :prediction_feature => data[:feat],
- :num_folds => 2 }
- t = OpenTox::SubTask.new(nil,0,1)
- def t.progress(pct)
- if !defined?@last_msg or @last_msg+3<Time.new
- puts "waiting for crossvalidation: "+pct.to_s
- @last_msg=Time.new
+ ["bbrc", "last"].each do |fminer|
+ puts "test_crossvalidation "+data[:info].to_s+" "+fminer
+ p = {
+ :dataset_uri => data[:data],
+ :algorithm_uri => File.join(CONFIG[:services]["opentox-algorithm"],"lazar"),
+ :algorithm_params => "feature_generation_uri="+File.join(CONFIG[:services]["opentox-algorithm"],"fminer/"+fminer),
+ :prediction_feature => data[:feat],
+ :num_folds => 10 }
+ #:num_folds => 2 }
+ t = OpenTox::SubTask.new(nil,0,1)
+ def t.progress(pct)
+ if !defined?@last_msg or @last_msg+10<Time.new
+ puts "waiting for crossvalidation: "+pct.to_s
+ @last_msg=Time.new
+ end
end
- end
- def t.waiting_for(task_uri); end
- cv = OpenTox::Crossvalidation.create(p, @@subjectid, t)
- assert cv.uri.uri?
- if @@subjectid
- assert_rest_call_error OpenTox::NotAuthorizedError do
- OpenTox::Crossvalidation.find(cv.uri)
+ def t.waiting_for(task_uri); end
+ cv = OpenTox::Crossvalidation.create(p, @@subjectid, t)
+ assert cv.uri.uri?
+ if @@subjectid
+ assert_rest_call_error OpenTox::NotAuthorizedError do
+ OpenTox::Crossvalidation.find(cv.uri)
+ end
end
- end
- cv = OpenTox::Crossvalidation.find(cv.uri, @@subjectid)
- assert_valid_date cv
- assert cv.uri.uri?
- if @@subjectid
- assert_rest_call_error OpenTox::NotAuthorizedError do
- cv.summary(cv)
+ cv = OpenTox::Crossvalidation.find(cv.uri, @@subjectid)
+ assert_valid_date cv
+ assert cv.uri.uri?
+ if @@subjectid
+ assert_rest_call_error OpenTox::NotAuthorizedError do
+ cv.summary(cv)
+ end
end
+ summary = cv.summary(@@subjectid)
+ assert_kind_of Hash,summary
+
+ algorithm = cv.metadata[OT.algorithm]
+ assert algorithm.uri?
+ cv_list = OpenTox::Crossvalidation.list( {:algorithm => algorithm} )
+ assert cv_list.include?(cv.uri)
+ cv_list.each do |cv_uri|
+ alg = OpenTox::Crossvalidation.find(cv_uri).metadata[OT.algorithm]
+ assert alg==algorithm,"wrong algorithm for filtered crossvalidation, should be: '"+algorithm.to_s+"', is: '"+alg.to_s+"'"
+ end
+
+ @@cvs << cv
+ @@cv_datasets << data
+ @@cv_identifiers << fminer
end
- summary = cv.summary(@@subjectid)
- assert_kind_of Hash,summary
-
- algorithm = cv.metadata[OT.algorithm]
- assert algorithm.uri?
- cv_list = OpenTox::Crossvalidation.list( {:algorithm => algorithm} )
- assert cv_list.include?(cv.uri)
- cv_list.each do |cv_uri|
- alg = OpenTox::Crossvalidation.find(cv_uri).metadata[OT.algorithm]
- assert alg==algorithm,"wrong algorithm for filtered crossvalidation, should be: '"+algorithm.to_s+"', is: '"+alg.to_s+"'"
- end
-
- @@cvs << cv
end
end
end
@@ -229,7 +238,7 @@ class ValidationTest < Test::Unit::TestCase
OpenTox::CrossvalidationReport.create(cv.uri)
end
end
- assert OpenTox::ValidationReport.find_for_validation(cv.uri,@@subjectid)==nil
+ assert OpenTox::CrossvalidationReport.find_for_crossvalidation(cv.uri,@@subjectid)==nil
report = OpenTox::CrossvalidationReport.create(cv.uri,@@subjectid)
assert report.uri.uri?
if @@subjectid
@@ -248,6 +257,43 @@ class ValidationTest < Test::Unit::TestCase
end
end
+ def test_crossvalidation_compare_report
+ @@reports = [] unless defined?@@reports
+ @@cvs.size.times do |i|
+ @@cvs.size.times do |j|
+ if j>i and @@cv_datasets[i]==@@cv_datasets[j]
+ puts "test_crossvalidation_compare_report"
+ assert_kind_of OpenTox::Crossvalidation,@@cvs[i]
+ assert_kind_of OpenTox::Crossvalidation,@@cvs[j]
+ hash = { @@cv_identifiers[i] => [@@cvs[i].uri],
+ @@cv_identifiers[j] => [@@cvs[j].uri] }
+ if @@subjectid
+ assert_rest_call_error OpenTox::NotAuthorizedError do
+ OpenTox::AlgorithmComparisonReport.create hash,@@subjectid
+ end
+ end
+ assert OpenTox::AlgorithmComparisonReport.find_for_crossvalidation(@@cvs[i].uri,@@subjectid)==nil
+ assert OpenTox::AlgorithmComparisonReport.find_for_crossvalidation(@@cvs[j].uri,@@subjectid)==nil
+ report = OpenTox::AlgorithmComparisonReport.create hash,@@subjectid
+ assert report.uri.uri?
+ if @@subjectid
+ assert_rest_call_error OpenTox::NotAuthorizedError do
+ OpenTox::AlgorithmComparisonReport.find(report.uri)
+ end
+ end
+ report = OpenTox::AlgorithmComparisonReport.find(report.uri,@@subjectid)
+ assert_valid_date report
+ assert report.uri.uri?
+ report2 = OpenTox::AlgorithmComparisonReport.find_for_crossvalidation(@@cvs[i].uri,@@subjectid)
+ assert_equal report.uri,report2.uri
+ report3 = OpenTox::AlgorithmComparisonReport.find_for_crossvalidation(@@cvs[j].uri,@@subjectid)
+ assert_equal report.uri,report3.uri
+ @@reports << report2
+ end
+ end
+ end
+ end
+
def test_qmrf_report
#@@cv = OpenTox::Crossvalidation.find("http://local-ot/validation/crossvalidation/13", @@subjectid)
@@ -302,8 +348,9 @@ class ValidationTest < Test::Unit::TestCase
raise "no opentox object" unless opentox_object.class.to_s.split("::").first=="OpenTox"
assert opentox_object.metadata.is_a?(Hash)
assert opentox_object.metadata[DC.date].to_s.length>0,"date not set for "+opentox_object.uri.to_s+", is metadata loaded? (use find)"
-=begin
time = Time.parse(opentox_object.metadata[DC.date])
+ assert time!=nil
+=begin
assert time<Time.new,"date of "+opentox_object.uri.to_s+" is in the future: "+time.to_s
assert time>Time.new-(10*60),opentox_object.uri.to_s+" took longer than 10 minutes "+time.to_s
=end