Upload pums.py

pums.py

@@ -17,48 +17,47 @@ _ENCODING_DICS = {
 	}
 }
 _BASE_FEATURE_NAMES = [
-	"age",
-	"class_of_worker",
-	"detailed_industry_recode",
-	"detailed_occupation_recode",
-	"education",
-	"wage_per_hour",
-	"enroll_in_edu_inst_last_wk",
-	"marital_stat",
-	"major_industry_code",
-	"major_occupation_code",
-	"race",
-	"hispanic_origin",
-	"sex",
-	"member_of_a_labor_union",
-	"reason_for_unemployment",
-	"full_or_part_time_employment_stat",
-	"capital_gains",
-	"capital_losses",
-	"dividends_from_stocks",
-	"tax_filer_stat",
-	"region_of_previous_residence",
-	"state_of_previous_residence",
-	"detailed_household_and_family_stat",
-	"detailed_household_summary_in_household",
-	"instance_weight",
-	"migration_code_change_in_msa",
-	"migration_code_change_in_reg",
-	"migration_code_move_within_reg",
-	"live_in_this_house_1_year_ago",
-	"migration_prev_res_in_sunbelt",
-	"num_persons_worked_for_employer",
-	"family_members_under_18",
-	"country_of_birth_father",
-	"country_of_birth_mother",
-	"country_of_birth_self",
-	"citizenship",
-	"own_business_or_self_employed",
-	"fill_inc_questionnaire_for_veteran_admin",
-	"veterans_benefits",
-	"weeks_worked_in_year",
-	"year",
-	"class",
+	"age",int64,
+	"class_of_worker",string,
+	"detailed_industry_recode",int64,
+	"detailed_occupation_recode",int64,
+	"education",string,
+	"wage_per_hour",int64,
+	"enroll_in_edu_inst_last_wk",string,
+	"marital_stat",string,
+	"major_industry_code",string,
+	"major_occupation_code",string,
+	"race",string,
+	"hispanic_origin",string,
+	"sex",string,
+	"member_of_a_labor_union",string,
+	"reason_for_unemployment",string,
+	"full_or_part_time_employment_stat",string,
+	"capital_gains",int64,
+	"capital_losses",int64,
+	"dividends_from_stocks",int64,
+	"tax_filer_stat",string,
+	"region_of_previous_residence",string,
+	"state_of_previous_residence",string,
+	"detailed_household_and_family_stat",string,
+	"detailed_household_summary_in_household",string,
+	"migration_code_change_in_msa",string,
+	"migration_code_change_in_reg",string,
+	"migration_code_move_within_reg",string,
+	"live_in_this_house_1_year_ago",string,
+	"migration_prev_res_in_sunbelt",string,
+	"num_persons_worked_for_employer",int64,
+	"family_members_under_18",string,
+	"country_of_birth_father",string,
+	"country_of_birth_mother",string,
+	"country_of_birth_self",string,
+	"citizenship",string,
+	"own_business_or_self_employed",int64,
+	"fill_inc_questionnaire_for_veteran_admin",string,
+	"veterans_benefits",int64,
+	"weeks_worked_in_year",int64,
+	"year",int64,
+	"class",string,
 ]
 
 DESCRIPTION = "Pums dataset."
@@ -103,7 +102,6 @@ features_types_per_config = {
 		"state_of_previous_residence": datasets.Value("string"),
 		"detailed_household_and_family_stat": datasets.Value("string"),
 		"detailed_household_summary_in_household": datasets.Value("string"),
-		# "instance_weight": datasets.Value("int64"),
 		"migration_code_change_in_msa": datasets.Value("string"),
 		"migration_code_change_in_reg": datasets.Value("string"),
 		"migration_code_move_within_reg": datasets.Value("string"),
@@ -115,9 +113,9 @@ features_types_per_config = {
 		"country_of_birth_mother": datasets.Value("string"),
 		"country_of_birth_self": datasets.Value("string"),
 		"citizenship": datasets.Value("string"),
-		"own_business_or_self_employed": datasets.Value("string"),
+		"own_business_or_self_employed": datasets.Value("int64"),
 		"fill_inc_questionnaire_for_veteran_admin": datasets.Value("string"),
-		"veterans_benefits": datasets.Value("string"),
+		"veterans_benefits": datasets.Value("int64"),
 		"weeks_worked_in_year": datasets.Value("int64"),
 		"year": datasets.Value("int64"),
 		"class": datasets.ClassLabel(num_classes=2)