From f2dd2258e6485a2b2a65611ad137d4f6552399fe Mon Sep 17 00:00:00 2001 From: "Mats E. Mollestad" Date: Mon, 20 May 2024 22:32:15 +0200 Subject: [PATCH] Fixed test --- aligned/feature_store.py | 2 +- aligned/tests/test_train_test_validate_set.py | 2 +- test_data/titanic-sets.json | 2 +- test_data/titanic-test.csv | 42 +++--- test_data/titanic-train.csv | 122 +++++++++--------- test_data/titanic-validate.csv | 42 +++--- 6 files changed, 106 insertions(+), 106 deletions(-) diff --git a/aligned/feature_store.py b/aligned/feature_store.py index 1cb12288..ed7c4824 100644 --- a/aligned/feature_store.py +++ b/aligned/feature_store.py @@ -1608,7 +1608,7 @@ def between_dates(self, start_date: datetime, end_date: datetime) -> RetrivalJob if self.feature_filter: request = self.view.request_for(self.feature_filter) return SelectColumnsJob( - self.feature_filter, self.source.all_between(start_date, end_date, request) + list(self.feature_filter), self.source.all_between(start_date, end_date, request) ) request = self.view.request_all diff --git a/aligned/tests/test_train_test_validate_set.py b/aligned/tests/test_train_test_validate_set.py index f002daed..f447df6f 100644 --- a/aligned/tests/test_train_test_validate_set.py +++ b/aligned/tests/test_train_test_validate_set.py @@ -79,7 +79,7 @@ async def test_train_test_validate_set_new(titanic_feature_store: ContractStore) validate_size = int(round(dataset_size * validation_fraction)) dataset_store = FileSource.json_at('test_data/titanic-sets.json') - dataset = ( + dataset = await ( titanic_feature_store.feature_view('titanic') .all(limit=dataset_size) .train_test_validate(train_fraction, validation_fraction, target_column='survived') diff --git a/test_data/titanic-sets.json b/test_data/titanic-sets.json index 78f42ca8..657936e1 100644 --- a/test_data/titanic-sets.json +++ b/test_data/titanic-sets.json @@ -1 +1 @@ -{"raw_data": [], "train_test": [], "train_test_validation": [{"id": "titanic_test", "name": null, "request_result": {"entities": [{"name": "passenger_id", "dtype": {"name": "int32"}, "description": null, "tags": null, "constraints": null}], "features": [{"name": "name", "dtype": {"name": "string"}, "description": null, "tags": null, "constraints": [{"name": "optional"}]}, {"name": "sex", "dtype": {"name": "string"}, "description": null, "tags": null, "constraints": [{"name": "optional"}, {"name": "in_domain", "values": ["male", "female"]}]}, {"name": "sibsp", "dtype": {"name": "int32"}, "description": "Number of siblings on titanic", "tags": null, "constraints": [{"name": "optional"}, {"name": "lower_bound_inc", "value": 0.0}, {"name": "upper_bound_inc", "value": 20.0}]}, {"name": "is_female", "dtype": {"name": "bool"}, "description": null, "tags": null, "constraints": null, "depending_on": [{"name": "sex", "location": {"name": "titanic", "location": "feature_view"}, "dtype": {"name": "string"}}], "transformation": {"name": "equals", "dtype": {"name": "bool"}, "key": "sex", "value": {"name": "string", "value": "female"}}, "depth": 1}, {"name": "is_mr", "dtype": {"name": "bool"}, "description": null, "tags": null, "constraints": null, "depending_on": [{"name": "name", "location": {"name": "titanic", "location": "feature_view"}, "dtype": {"name": "string"}}], "transformation": {"name": "contains", "dtype": {"name": "bool"}, "key": "name", "value": "Mr."}, "depth": 1}, {"name": "age", "dtype": {"name": "float"}, "description": "A float as some have decimals", "tags": null, "constraints": [{"name": "lower_bound_inc", "value": 0.0}, {"name": "upper_bound_inc", "value": 100.0}]}, {"name": "survived", "dtype": {"name": "int8"}, "description": "If the passenger survived", "tags": null, "constraints": null}, {"name": "is_male", "dtype": {"name": "bool"}, "description": null, "tags": null, "constraints": null, "depending_on": [{"name": "sex", "location": {"name": "titanic", "location": "feature_view"}, "dtype": {"name": "string"}}], "transformation": {"name": "equals", "dtype": {"name": "bool"}, "key": "sex", "value": {"name": "string", "value": "male"}}, "depth": 1}, {"name": "cabin", "dtype": {"name": "string"}, "description": null, "tags": null, "constraints": [{"name": "optional"}]}, {"name": "has_siblings", "dtype": {"name": "bool"}, "description": null, "tags": null, "constraints": null, "depending_on": [{"name": "sibsp", "location": {"name": "titanic", "location": "feature_view"}, "dtype": {"name": "int32"}}], "transformation": {"name": "not-equals", "dtype": {"name": "bool"}, "key": "sibsp", "value": {"name": "int", "value": 0}}, "depth": 1}], "event_timestamp": null}, "train_dataset": {"mapping_keys": {}, "type_name": "csv", "path": "test_data/titanic-train.csv", "csv_config": {"seperator": ",", "compression": "infer", "should_write_index": false}, "formatter": {"date_format": "%Y-%m-%dT%H:%M:%S%.f+%Z", "time_unit": null, "time_zone": null, "name": "string_form"}, "expected_schema": null}, "test_dataset": {"mapping_keys": {}, "type_name": "csv", "path": "test_data/titanic-test.csv", "csv_config": {"seperator": ",", "compression": "infer", "should_write_index": false}, "formatter": {"date_format": "%Y-%m-%dT%H:%M:%S%.f+%Z", "time_unit": null, "time_zone": null, "name": "string_form"}, "expected_schema": null}, "validation_dataset": {"mapping_keys": {}, "type_name": "csv", "path": "test_data/titanic-validate.csv", "csv_config": {"seperator": ",", "compression": "infer", "should_write_index": false}, "formatter": {"date_format": "%Y-%m-%dT%H:%M:%S%.f+%Z", "time_unit": null, "time_zone": null, "name": "string_form"}, "expected_schema": null}, "train_size_fraction": 0.6, "test_size_fraction": 0.20000000000000007, "validate_size_fraction": 0.19999999999999996, "target": ["survived"], "description": null, "tags": null}], "active_learning": []} +{"raw_data": [], "train_test": [], "train_test_validation": [{"name": null, "request_result": {"entities": [{"name": "passenger_id", "dtype": {"name": "int32"}, "description": null, "tags": null, "constraints": null}], "features": [{"name": "is_mr", "dtype": {"name": "bool"}, "description": null, "tags": null, "constraints": null, "depending_on": [{"name": "name", "location": {"name": "titanic", "location": "feature_view"}, "dtype": {"name": "string"}}], "transformation": {"name": "contains", "dtype": {"name": "bool"}, "key": "name", "value": "Mr."}, "depth": 1}, {"name": "age", "dtype": {"name": "float"}, "description": "A float as some have decimals", "tags": null, "constraints": [{"name": "lower_bound_inc", "value": 0.0}, {"name": "upper_bound_inc", "value": 100.0}]}, {"name": "sex", "dtype": {"name": "string"}, "description": null, "tags": null, "constraints": [{"name": "in_domain", "values": ["male", "female"]}, {"name": "optional"}]}, {"name": "sibsp", "dtype": {"name": "int32"}, "description": "Number of siblings on titanic", "tags": null, "constraints": [{"name": "lower_bound_inc", "value": 0.0}, {"name": "upper_bound_inc", "value": 20.0}, {"name": "optional"}]}, {"name": "is_female", "dtype": {"name": "bool"}, "description": null, "tags": null, "constraints": null, "depending_on": [{"name": "sex", "location": {"name": "titanic", "location": "feature_view"}, "dtype": {"name": "string"}}], "transformation": {"name": "equals", "dtype": {"name": "bool"}, "key": "sex", "value": {"name": "string", "value": "female"}}, "depth": 1}, {"name": "has_siblings", "dtype": {"name": "bool"}, "description": null, "tags": null, "constraints": null, "depending_on": [{"name": "sibsp", "location": {"name": "titanic", "location": "feature_view"}, "dtype": {"name": "int32"}}], "transformation": {"name": "not-equals", "dtype": {"name": "bool"}, "key": "sibsp", "value": {"name": "int", "value": 0}}, "depth": 1}, {"name": "is_male", "dtype": {"name": "bool"}, "description": null, "tags": null, "constraints": null, "depending_on": [{"name": "sex", "location": {"name": "titanic", "location": "feature_view"}, "dtype": {"name": "string"}}], "transformation": {"name": "equals", "dtype": {"name": "bool"}, "key": "sex", "value": {"name": "string", "value": "male"}}, "depth": 1}, {"name": "survived", "dtype": {"name": "int8"}, "description": "If the passenger survived", "tags": null, "constraints": null}, {"name": "name", "dtype": {"name": "string"}, "description": null, "tags": null, "constraints": [{"name": "optional"}]}, {"name": "cabin", "dtype": {"name": "string"}, "description": null, "tags": null, "constraints": [{"name": "optional"}]}], "event_timestamp": null}, "train_dataset": {"mapping_keys": {}, "type_name": "csv", "path": "test_data/titanic-train.csv", "csv_config": {"seperator": ",", "compression": "infer", "should_write_index": false}, "formatter": {"date_format": "%Y-%m-%dT%H:%M:%S%.f+%Z", "time_unit": null, "time_zone": null, "name": "string_form"}, "expected_schema": null}, "test_dataset": {"mapping_keys": {}, "type_name": "csv", "path": "test_data/titanic-test.csv", "csv_config": {"seperator": ",", "compression": "infer", "should_write_index": false}, "formatter": {"date_format": "%Y-%m-%dT%H:%M:%S%.f+%Z", "time_unit": null, "time_zone": null, "name": "string_form"}, "expected_schema": null}, "validation_dataset": {"mapping_keys": {}, "type_name": "csv", "path": "test_data/titanic-validate.csv", "csv_config": {"seperator": ",", "compression": "infer", "should_write_index": false}, "formatter": {"date_format": "%Y-%m-%dT%H:%M:%S%.f+%Z", "time_unit": null, "time_zone": null, "name": "string_form"}, "expected_schema": null}, "id": "titanic_test", "created_at": "2024-05-20T20:29:29.180494", "train_size_fraction": 0.6, "test_size_fraction": 0.20000000000000007, "validate_size_fraction": 0.19999999999999996, "target": ["survived"], "description": null, "tags": null}]} diff --git a/test_data/titanic-test.csv b/test_data/titanic-test.csv index 9b508ad9..2dc39ac6 100644 --- a/test_data/titanic-test.csv +++ b/test_data/titanic-test.csv @@ -1,21 +1,21 @@ -name,sex,sibsp,is_female,is_mr,passenger_id,age,survived,is_male,cabin,has_siblings -"Sirayanian, Mr. Orsen",male,0,False,True,61,22.0,0,True,,False -"Icard, Miss. Amelie",female,0,True,False,62,38.0,1,False,B28,False -"Harris, Mr. Henry Birkhardt",male,1,False,True,63,45.0,0,True,C83,True -"Skoog, Master. Harald",male,3,False,False,64,4.0,0,True,,True -"Stewart, Mr. Albert A",male,0,False,True,65,,0,True,,False -"Moubarek, Master. Gerios",male,1,False,False,66,,1,True,,True -"Nye, Mrs. (Elizabeth Ramell)",female,0,True,True,67,29.0,1,False,F33,False -"Crease, Mr. Ernest James",male,0,False,True,68,19.0,0,True,,False -"Andersson, Miss. Erna Alexandra",female,4,True,False,69,17.0,1,False,,True -"Kink, Mr. Vincenz",male,2,False,True,70,26.0,0,True,,True -"Jenkin, Mr. Stephen Curnow",male,0,False,True,71,32.0,0,True,,False -"Goodwin, Miss. Lillian Amy",female,5,True,False,72,16.0,0,False,,True -"Hood, Mr. Ambrose Jr",male,0,False,True,73,21.0,0,True,,False -"Chronopoulos, Mr. Apostolos",male,1,False,True,74,26.0,0,True,,True -"Bing, Mr. Lee",male,0,False,True,75,32.0,1,True,,False -"Moen, Mr. Sigurd Hansen",male,0,False,True,76,25.0,0,True,F G73,False -"Staneff, Mr. Ivan",male,0,False,True,77,,0,True,,False -"Moutal, Mr. Rahamin Haim",male,0,False,True,78,,0,True,,False -"Caldwell, Master. Alden Gates",male,0,False,False,79,0.83,1,True,,False -"Dowdell, Miss. Elizabeth",female,0,True,False,80,30.0,1,False,,False +is_mr,age,sex,sibsp,is_female,has_siblings,is_male,cabin,survived,name,passenger_id +True,22.0,male,0,False,False,True,,0,"Sirayanian, Mr. Orsen",61 +False,38.0,female,0,True,False,False,B28,1,"Icard, Miss. Amelie",62 +True,45.0,male,1,False,True,True,C83,0,"Harris, Mr. Henry Birkhardt",63 +False,4.0,male,3,False,True,True,,0,"Skoog, Master. Harald",64 +True,,male,0,False,False,True,,0,"Stewart, Mr. Albert A",65 +False,,male,1,False,True,True,,1,"Moubarek, Master. Gerios",66 +True,29.0,female,0,True,False,False,F33,1,"Nye, Mrs. (Elizabeth Ramell)",67 +True,19.0,male,0,False,False,True,,0,"Crease, Mr. Ernest James",68 +False,17.0,female,4,True,True,False,,1,"Andersson, Miss. Erna Alexandra",69 +True,26.0,male,2,False,True,True,,0,"Kink, Mr. Vincenz",70 +True,32.0,male,0,False,False,True,,0,"Jenkin, Mr. Stephen Curnow",71 +False,16.0,female,5,True,True,False,,0,"Goodwin, Miss. Lillian Amy",72 +True,21.0,male,0,False,False,True,,0,"Hood, Mr. Ambrose Jr",73 +True,26.0,male,1,False,True,True,,0,"Chronopoulos, Mr. Apostolos",74 +True,32.0,male,0,False,False,True,,1,"Bing, Mr. Lee",75 +True,25.0,male,0,False,False,True,F G73,0,"Moen, Mr. Sigurd Hansen",76 +True,,male,0,False,False,True,,0,"Staneff, Mr. Ivan",77 +True,,male,0,False,False,True,,0,"Moutal, Mr. Rahamin Haim",78 +False,0.83,male,0,False,False,True,,1,"Caldwell, Master. Alden Gates",79 +False,30.0,female,0,True,False,False,,1,"Dowdell, Miss. Elizabeth",80 diff --git a/test_data/titanic-train.csv b/test_data/titanic-train.csv index f5c1b733..829adcbe 100644 --- a/test_data/titanic-train.csv +++ b/test_data/titanic-train.csv @@ -1,61 +1,61 @@ -name,sex,sibsp,is_female,is_mr,passenger_id,age,survived,is_male,cabin,has_siblings -"Braund, Mr. Owen Harris",male,1,False,True,1,22.0,0,True,,True -"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,1,True,True,2,38.0,1,False,C85,True -"Heikkinen, Miss. Laina",female,0,True,False,3,26.0,1,False,,False -"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,1,True,True,4,35.0,1,False,C123,True -"Allen, Mr. William Henry",male,0,False,True,5,35.0,0,True,,False -"Moran, Mr. James",male,0,False,True,6,,0,True,,False -"McCarthy, Mr. Timothy J",other,0,False,True,7,54.0,0,False,E46,False -"Palsson, Master. Gosta Leonard",male,3,False,False,8,2.0,0,True,,True -"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,0,True,True,9,27.0,1,False,,False -"Nasser, Mrs. Nicholas (Adele Achem)",female,1,True,True,10,14.0,1,False,,True -"Sandstrom, Miss. Marguerite Rut",female,1,True,False,11,4.0,1,False,G6,True -"Bonnell, Miss. Elizabeth",female,0,True,False,12,58.0,1,False,C103,False -"Saundercock, Mr. William Henry",male,0,False,True,13,20.0,0,True,,False -"Andersson, Mr. Anders Johan",male,1,False,True,14,39.0,0,True,,True -"Vestrom, Miss. Hulda Amanda Adolfina",female,0,True,False,15,14.0,0,False,,False -"Hewlett, Mrs. (Mary D Kingcome) ",female,0,True,True,16,55.0,1,False,,False -"Rice, Master. Eugene",male,4,False,False,17,2.0,0,True,,True -"Williams, Mr. Charles Eugene",male,0,False,True,18,,1,True,,False -"Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)",female,1,True,True,19,31.0,0,False,,True -"Masselmani, Mrs. Fatima",female,0,True,True,20,,1,False,,False -"Fynney, Mr. Joseph J",male,0,False,True,21,35.0,0,True,,False -"Beesley, Mr. Lawrence",male,0,False,True,22,34.0,1,True,D56,False -"McGowan, Miss. Anna ""Annie""",female,0,True,False,23,15.0,1,False,,False -"Sloper, Mr. William Thompson",male,0,False,True,24,28.0,1,True,A6,False -"Palsson, Miss. Torborg Danira",female,3,True,False,25,8.0,0,False,,True -"Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)",female,1,True,True,26,38.0,1,False,,True -"Emir, Mr. Farred Chehab",male,0,False,True,27,,0,True,,False -"Fortune, Mr. Charles Alexander",male,3,False,True,28,19.0,0,True,C23 C25 C27,True -"O'Dwyer, Miss. Ellen ""Nellie""",female,0,True,False,29,,1,False,,False -"Todoroff, Mr. Lalio",male,0,False,True,30,,0,True,,False -"Uruchurtu, Don. Manuel E",male,0,False,False,31,40.0,0,True,,False -"Spencer, Mrs. William Augustus (Marie Eugenie)",female,1,True,True,32,,1,False,B78,True -"Glynn, Miss. Mary Agatha",female,0,True,False,33,,1,False,,False -"Wheadon, Mr. Edward H",male,0,False,True,34,66.0,0,True,,False -"Meyer, Mr. Edgar Joseph",male,1,False,True,35,28.0,0,True,,True -"Holverson, Mr. Alexander Oskar",male,1,False,True,36,42.0,0,True,,True -"Mamee, Mr. Hanna",male,0,False,True,37,,1,True,,False -"Cann, Mr. Ernest Charles",male,0,False,True,38,21.0,0,True,,False -"Vander Planke, Miss. Augusta Maria",female,2,True,False,39,18.0,0,False,,True -"Nicola-Yarred, Miss. Jamila",female,1,True,False,40,14.0,1,False,,True -"Ahlin, Mrs. Johan (Johanna Persdotter Larsson)",female,1,True,True,41,40.0,0,False,,True -"Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)",female,1,True,True,42,27.0,0,False,,True -"Kraeff, Mr. Theodor",male,0,False,True,43,,0,True,,False -"Laroche, Miss. Simonne Marie Anne Andree",female,1,True,False,44,3.0,1,False,,True -"Devaney, Miss. Margaret Delia",female,0,True,False,45,19.0,1,False,,False -"Rogers, Mr. William John",male,0,False,True,46,,0,True,,False -"Lennon, Mr. Denis",male,1,False,True,47,,0,True,,True -"O'Driscoll, Miss. Bridget",female,0,True,False,48,,1,False,,False -"Samaan, Mr. Youssef",male,2,False,True,49,,0,True,,True -"Arnold-Franchi, Mrs. Josef (Josefine Franchi)",female,1,True,True,50,18.0,0,False,,True -"Panula, Master. Juha Niilo",male,4,False,False,51,7.0,0,True,,True -"Nosworthy, Mr. Richard Cater",male,0,False,True,52,21.0,0,True,,False -"Harper, Mrs. Henry Sleeper (Myna Haxtun)",female,1,True,True,53,49.0,1,False,D33,True -"Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)",female,1,True,True,54,29.0,1,False,,True -"Ostby, Mr. Engelhart Cornelius",male,0,False,True,55,65.0,0,True,B30,False -"Woolner, Mr. Hugh",male,0,False,True,56,,1,True,C52,False -"Rugg, Miss. Emily",female,0,True,False,57,21.0,1,False,,False -"Novel, Mr. Mansouer",male,0,False,True,58,28.5,0,True,,False -"West, Miss. Constance Mirium",female,1,True,False,59,5.0,1,False,,True -"Goodwin, Master. William Frederick",male,5,False,False,60,11.0,0,True,,True +is_mr,age,sex,sibsp,is_female,has_siblings,is_male,cabin,survived,name,passenger_id +True,22.0,male,1,False,True,True,,0,"Braund, Mr. Owen Harris",1 +True,38.0,female,1,True,True,False,C85,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",2 +False,26.0,female,0,True,False,False,,1,"Heikkinen, Miss. Laina",3 +True,35.0,female,1,True,True,False,C123,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",4 +True,35.0,male,0,False,False,True,,0,"Allen, Mr. William Henry",5 +True,,male,0,False,False,True,,0,"Moran, Mr. James",6 +True,54.0,other,0,False,False,False,E46,0,"McCarthy, Mr. Timothy J",7 +False,2.0,male,3,False,True,True,,0,"Palsson, Master. Gosta Leonard",8 +True,27.0,female,0,True,False,False,,1,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",9 +True,14.0,female,1,True,True,False,,1,"Nasser, Mrs. Nicholas (Adele Achem)",10 +False,4.0,female,1,True,True,False,G6,1,"Sandstrom, Miss. Marguerite Rut",11 +False,58.0,female,0,True,False,False,C103,1,"Bonnell, Miss. Elizabeth",12 +True,20.0,male,0,False,False,True,,0,"Saundercock, Mr. William Henry",13 +True,39.0,male,1,False,True,True,,0,"Andersson, Mr. Anders Johan",14 +False,14.0,female,0,True,False,False,,0,"Vestrom, Miss. Hulda Amanda Adolfina",15 +True,55.0,female,0,True,False,False,,1,"Hewlett, Mrs. (Mary D Kingcome) ",16 +False,2.0,male,4,False,True,True,,0,"Rice, Master. Eugene",17 +True,,male,0,False,False,True,,1,"Williams, Mr. Charles Eugene",18 +True,31.0,female,1,True,True,False,,0,"Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)",19 +True,,female,0,True,False,False,,1,"Masselmani, Mrs. Fatima",20 +True,35.0,male,0,False,False,True,,0,"Fynney, Mr. Joseph J",21 +True,34.0,male,0,False,False,True,D56,1,"Beesley, Mr. Lawrence",22 +False,15.0,female,0,True,False,False,,1,"McGowan, Miss. Anna ""Annie""",23 +True,28.0,male,0,False,False,True,A6,1,"Sloper, Mr. William Thompson",24 +False,8.0,female,3,True,True,False,,0,"Palsson, Miss. Torborg Danira",25 +True,38.0,female,1,True,True,False,,1,"Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)",26 +True,,male,0,False,False,True,,0,"Emir, Mr. Farred Chehab",27 +True,19.0,male,3,False,True,True,C23 C25 C27,0,"Fortune, Mr. Charles Alexander",28 +False,,female,0,True,False,False,,1,"O'Dwyer, Miss. Ellen ""Nellie""",29 +True,,male,0,False,False,True,,0,"Todoroff, Mr. Lalio",30 +False,40.0,male,0,False,False,True,,0,"Uruchurtu, Don. Manuel E",31 +True,,female,1,True,True,False,B78,1,"Spencer, Mrs. William Augustus (Marie Eugenie)",32 +False,,female,0,True,False,False,,1,"Glynn, Miss. Mary Agatha",33 +True,66.0,male,0,False,False,True,,0,"Wheadon, Mr. Edward H",34 +True,28.0,male,1,False,True,True,,0,"Meyer, Mr. Edgar Joseph",35 +True,42.0,male,1,False,True,True,,0,"Holverson, Mr. Alexander Oskar",36 +True,,male,0,False,False,True,,1,"Mamee, Mr. Hanna",37 +True,21.0,male,0,False,False,True,,0,"Cann, Mr. Ernest Charles",38 +False,18.0,female,2,True,True,False,,0,"Vander Planke, Miss. Augusta Maria",39 +False,14.0,female,1,True,True,False,,1,"Nicola-Yarred, Miss. Jamila",40 +True,40.0,female,1,True,True,False,,0,"Ahlin, Mrs. Johan (Johanna Persdotter Larsson)",41 +True,27.0,female,1,True,True,False,,0,"Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)",42 +True,,male,0,False,False,True,,0,"Kraeff, Mr. Theodor",43 +False,3.0,female,1,True,True,False,,1,"Laroche, Miss. Simonne Marie Anne Andree",44 +False,19.0,female,0,True,False,False,,1,"Devaney, Miss. Margaret Delia",45 +True,,male,0,False,False,True,,0,"Rogers, Mr. William John",46 +True,,male,1,False,True,True,,0,"Lennon, Mr. Denis",47 +False,,female,0,True,False,False,,1,"O'Driscoll, Miss. Bridget",48 +True,,male,2,False,True,True,,0,"Samaan, Mr. Youssef",49 +True,18.0,female,1,True,True,False,,0,"Arnold-Franchi, Mrs. Josef (Josefine Franchi)",50 +False,7.0,male,4,False,True,True,,0,"Panula, Master. Juha Niilo",51 +True,21.0,male,0,False,False,True,,0,"Nosworthy, Mr. Richard Cater",52 +True,49.0,female,1,True,True,False,D33,1,"Harper, Mrs. Henry Sleeper (Myna Haxtun)",53 +True,29.0,female,1,True,True,False,,1,"Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)",54 +True,65.0,male,0,False,False,True,B30,0,"Ostby, Mr. Engelhart Cornelius",55 +True,,male,0,False,False,True,C52,1,"Woolner, Mr. Hugh",56 +False,21.0,female,0,True,False,False,,1,"Rugg, Miss. Emily",57 +True,28.5,male,0,False,False,True,,0,"Novel, Mr. Mansouer",58 +False,5.0,female,1,True,True,False,,1,"West, Miss. Constance Mirium",59 +False,11.0,male,5,False,True,True,,0,"Goodwin, Master. William Frederick",60 diff --git a/test_data/titanic-validate.csv b/test_data/titanic-validate.csv index 138cea78..d4f558dd 100644 --- a/test_data/titanic-validate.csv +++ b/test_data/titanic-validate.csv @@ -1,21 +1,21 @@ -name,sex,sibsp,is_female,is_mr,passenger_id,age,survived,is_male,cabin,has_siblings -"Waelens, Mr. Achille",male,0,False,True,81,22.0,0,True,,False -"Sheerlinck, Mr. Jan Baptist",male,0,False,True,82,29.0,1,True,,False -"McDermott, Miss. Brigdet Delia",female,0,True,False,83,,1,False,,False -"Carrau, Mr. Francisco M",male,0,False,True,84,28.0,0,True,,False -"Ilett, Miss. Bertha",female,0,True,False,85,17.0,1,False,,False -"Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)",female,3,True,True,86,33.0,1,False,,True -"Ford, Mr. William Neal",male,1,False,True,87,16.0,0,True,,True -"Slocovski, Mr. Selman Francis",male,0,False,True,88,,0,True,,False -"Fortune, Miss. Mabel Helen",female,3,True,False,89,23.0,1,False,C23 C25 C27,True -"Celotti, Mr. Francesco",male,0,False,True,90,24.0,0,True,,False -"Christmann, Mr. Emil",male,0,False,True,91,29.0,0,True,,False -"Andreasson, Mr. Paul Edvin",male,0,False,True,92,20.0,0,True,,False -"Chaffee, Mr. Herbert Fuller",male,1,False,True,93,46.0,0,True,E31,True -"Dean, Mr. Bertram Frank",male,1,False,True,94,26.0,0,True,,True -"Coxon, Mr. Daniel",male,0,False,True,95,59.0,0,True,,False -"Shorney, Mr. Charles Joseph",male,0,False,True,96,,0,True,,False -"Goldschmidt, Mr. George B",male,0,False,True,97,71.0,0,True,A5,False -"Greenfield, Mr. William Bertram",male,0,False,True,98,23.0,1,True,D10 D12,False -"Doling, Mrs. John T (Ada Julia Bone)",female,0,True,True,99,34.0,1,False,,False -"Kantor, Mr. Sinai",male,1,False,True,100,34.0,0,True,,True +is_mr,age,sex,sibsp,is_female,has_siblings,is_male,cabin,survived,name,passenger_id +True,22.0,male,0,False,False,True,,0,"Waelens, Mr. Achille",81 +True,29.0,male,0,False,False,True,,1,"Sheerlinck, Mr. Jan Baptist",82 +False,,female,0,True,False,False,,1,"McDermott, Miss. Brigdet Delia",83 +True,28.0,male,0,False,False,True,,0,"Carrau, Mr. Francisco M",84 +False,17.0,female,0,True,False,False,,1,"Ilett, Miss. Bertha",85 +True,33.0,female,3,True,True,False,,1,"Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)",86 +True,16.0,male,1,False,True,True,,0,"Ford, Mr. William Neal",87 +True,,male,0,False,False,True,,0,"Slocovski, Mr. Selman Francis",88 +False,23.0,female,3,True,True,False,C23 C25 C27,1,"Fortune, Miss. Mabel Helen",89 +True,24.0,male,0,False,False,True,,0,"Celotti, Mr. Francesco",90 +True,29.0,male,0,False,False,True,,0,"Christmann, Mr. Emil",91 +True,20.0,male,0,False,False,True,,0,"Andreasson, Mr. Paul Edvin",92 +True,46.0,male,1,False,True,True,E31,0,"Chaffee, Mr. Herbert Fuller",93 +True,26.0,male,1,False,True,True,,0,"Dean, Mr. Bertram Frank",94 +True,59.0,male,0,False,False,True,,0,"Coxon, Mr. Daniel",95 +True,,male,0,False,False,True,,0,"Shorney, Mr. Charles Joseph",96 +True,71.0,male,0,False,False,True,A5,0,"Goldschmidt, Mr. George B",97 +True,23.0,male,0,False,False,True,D10 D12,1,"Greenfield, Mr. William Bertram",98 +True,34.0,female,0,True,False,False,,1,"Doling, Mrs. John T (Ada Julia Bone)",99 +True,34.0,male,1,False,True,True,,0,"Kantor, Mr. Sinai",100