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table_test.h
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table_test.h
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#ifndef TABLE_TEST_H_
#define TABLE_TEST_H_
#include "table.h"
#include <gtest/gtest.h>
namespace pil {
TEST(TableInsertion, SingleValue) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
std::vector<float> vecvals2 = {1};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets.size());
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
ASSERT_EQ(1, table.schema_dict.dict[0].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_EQ(1, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, table.FinalizeBatch(0));
}
TEST(TableInsertion, TwoValues) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
std::vector<float> vecvals2 = {1};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
vecvals2 = {2};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets.size());
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(2, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
ASSERT_EQ(1, table.schema_dict.dict[0].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_EQ(2, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, table.FinalizeBatch(0));
}
TEST(TableInsertion, TwoUnbalancedValues) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
std::vector<float> vecvals2 = {1};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
vecvals2 = {2, 3};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets.size());
ASSERT_EQ(2, table.build_csets[0]->columns.size());
ASSERT_EQ(2, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(2, table.build_csets[0]->columns[1]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(false, table.build_csets[0]->columns[1]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[1]->IsValid(1));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
ASSERT_EQ(1, table.schema_dict.dict[0].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_EQ(2, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, table.FinalizeBatch(0));
}
TEST(TableInsertion, UnbalancedValuesTriangular) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
std::vector<float> vecvals2 = {1};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
vecvals2 = {2, 3};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets.size());
ASSERT_EQ(2, table.build_csets[0]->columns.size());
ASSERT_EQ(2, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(2, table.build_csets[0]->columns[1]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(false, table.build_csets[0]->columns[1]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[1]->IsValid(1));
vecvals2 = {3};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(2, table.build_csets[0]->columns.size());
ASSERT_EQ(3, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(3, table.build_csets[0]->columns[1]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(2));
ASSERT_EQ(false, table.build_csets[0]->columns[1]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[1]->IsValid(1));
ASSERT_EQ(false, table.build_csets[0]->columns[1]->IsValid(2));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
ASSERT_EQ(1, table.schema_dict.dict[0].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_EQ(3, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, table.FinalizeBatch(0));
}
TEST(TableInsertion, UnbalancedDecreasing) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
std::vector<float> vecvals2 = {1, 2, 3};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(3, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[1]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[2]->IsValid(0));
vecvals2 = {1, 2};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(3, table.build_csets[0]->columns.size());
ASSERT_EQ(2, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[0]->columns[1]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[1]->IsValid(1));
ASSERT_EQ(true, table.build_csets[0]->columns[2]->IsValid(0));
ASSERT_EQ(false, table.build_csets[0]->columns[2]->IsValid(1));
vecvals2 = {1};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(3, table.build_csets[0]->columns.size());
ASSERT_EQ(3, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(2));
ASSERT_EQ(true, table.build_csets[0]->columns[1]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[1]->IsValid(1));
ASSERT_EQ(false, table.build_csets[0]->columns[1]->IsValid(2));
ASSERT_EQ(true, table.build_csets[0]->columns[2]->IsValid(0));
ASSERT_EQ(false, table.build_csets[0]->columns[2]->IsValid(1));
ASSERT_EQ(false, table.build_csets[0]->columns[2]->IsValid(2));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
ASSERT_EQ(1, table.schema_dict.dict[0].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_EQ(3, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, table.FinalizeBatch(0));
}
// tensor
TEST(TableInsertion, TensorSingleValue) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
std::vector<float> vecvals2 = {1};
rbuild.AddArray<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets.size());
ASSERT_EQ(2, table.build_csets[0]->columns.size()); // This will always be 2: The offset array and the data array
ASSERT_EQ(2, table.build_csets[0]->columns[0]->n_records); // This will always be n+1
ASSERT_EQ(1, table.build_csets[0]->columns[1]->n_records); // This will always be sum total n ELEMENTS
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
ASSERT_EQ(1, table.schema_dict.dict[0].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_EQ(1, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, table.FinalizeBatch(0));
}
TEST(TableInsertion, TensorTwoUnbalancedValues) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
std::vector<float> vecvals2 = {1};
rbuild.AddArray<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(2, table.build_csets[0]->columns.size()); // This will always be 2: The offset array and the data array
ASSERT_EQ(2, table.build_csets[0]->columns[0]->n_records); // This will always be n+1
ASSERT_EQ(1, table.build_csets[0]->columns[1]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
vecvals2 = {2, 3};
rbuild.AddArray<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets.size());
ASSERT_EQ(2, table.build_csets[0]->columns.size());
ASSERT_EQ(3, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(2, table.build_csets[0]->columns[1]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
ASSERT_EQ(1, table.schema_dict.dict[0].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_EQ(2, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, table.FinalizeBatch(0));
}
TEST(TableInsertion, TensorTwoUnbalancedIncreasing) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
std::vector<float> vecvals2 = {1};
rbuild.AddArray<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(2, table.build_csets[0]->columns.size()); // This will always be 2: The offset array and the data array
ASSERT_EQ(2, table.build_csets[0]->columns[0]->n_records); // This will always be n+1
ASSERT_EQ(1, table.build_csets[0]->columns[1]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
vecvals2 = {2, 3};
rbuild.AddArray<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets.size());
ASSERT_EQ(2, table.build_csets[0]->columns.size());
ASSERT_EQ(3, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(2, table.build_csets[0]->columns[1]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(1));
vecvals2 = {3, 4, 5};
rbuild.AddArray<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets.size());
ASSERT_EQ(2, table.build_csets[0]->columns.size());
ASSERT_EQ(4, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(3, table.build_csets[0]->columns[1]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(2));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
ASSERT_EQ(1, table.schema_dict.dict[0].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_EQ(3, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, table.FinalizeBatch(0));
}
TEST(TableInsertion, TensorTwoUnbalancedDecreasing) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
std::vector<float> vecvals2 = {3, 4, 5};
rbuild.AddArray<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets.size());
ASSERT_EQ(2, table.build_csets[0]->columns.size()); // This will always be 2: The offset array and the data array
ASSERT_EQ(2, table.build_csets[0]->columns[0]->n_records); // This will always be n+1
ASSERT_EQ(1, table.build_csets[0]->columns[1]->n_records); // This will always be sum total n ELEMENTS
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
vecvals2 = {1, 2};
rbuild.AddArray<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets.size());
ASSERT_EQ(2, table.build_csets[0]->columns.size());
ASSERT_EQ(3, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(2, table.build_csets[0]->columns[1]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(1));
vecvals2 = {1};
rbuild.AddArray<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(1, table.build_csets.size());
ASSERT_EQ(2, table.build_csets[0]->columns.size());
ASSERT_EQ(4, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(3, table.build_csets[0]->columns[1]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
ASSERT_EQ(1, table.schema_dict.dict[0].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_EQ(3, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, table.FinalizeBatch(0));
}
// Add simple schema with two values
TEST(TableInsertion, SingleValueTwoColumns) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
std::vector<float> vecvals = {1};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals);
std::vector<uint32_t> vecvals2 = {1};
rbuild.Add<uint32_t>("FIELD2", pil::PIL_TYPE_UINT32, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(2, table.build_csets.size());
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[1]->columns.size());
ASSERT_EQ(1, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(1, table.build_csets[1]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(0));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
ASSERT_EQ(2, table.schema_dict.dict[0].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_STREQ("FIELD2", table.field_dict.dict[table.schema_dict.dict[0].ids[1]].field_name.c_str());
ASSERT_EQ(1, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, table.FinalizeBatch(0));
}
// Add two completely non-overlapping schemas
TEST(TableInsertion, MixedSchemas) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
// First schema
std::vector<float> vecvals = {1};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals);
std::vector<uint32_t> vecvals2 = {1};
rbuild.Add<uint32_t>("FIELD2", pil::PIL_TYPE_UINT32, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(2, table.build_csets.size());
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[1]->columns.size());
ASSERT_EQ(1, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(1, table.build_csets[1]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(0));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
// Second schema
vecvals = {1};
rbuild.Add<float>("FIELD1-second", pil::PIL_TYPE_FLOAT, vecvals);
vecvals2 = {1};
rbuild.Add<uint32_t>("FIELD2-second", pil::PIL_TYPE_UINT32, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(4, table.build_csets.size());
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[1]->columns.size());
ASSERT_EQ(1, table.build_csets[2]->columns.size());
ASSERT_EQ(1, table.build_csets[3]->columns.size());
ASSERT_EQ(2, table.build_csets[0]->columns[0]->n_records); // These should all equal 2 as we pad all non-overlapping columns
ASSERT_EQ(2, table.build_csets[1]->columns[0]->n_records);
ASSERT_EQ(2, table.build_csets[2]->columns[0]->n_records);
ASSERT_EQ(2, table.build_csets[3]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[2]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[3]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(false, table.build_csets[1]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[2]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[3]->columns[0]->IsValid(1));
ASSERT_EQ(2, table.schema_dict.dict.size());
ASSERT_EQ(2, table.schema_dict.dict[0].ids.size());
ASSERT_EQ(2, table.schema_dict.dict[1].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_STREQ("FIELD2", table.field_dict.dict[table.schema_dict.dict[0].ids[1]].field_name.c_str());
ASSERT_STREQ("FIELD1-second", table.field_dict.dict[table.schema_dict.dict[1].ids[0]].field_name.c_str());
ASSERT_STREQ("FIELD2-second", table.field_dict.dict[table.schema_dict.dict[1].ids[1]].field_name.c_str());
ASSERT_EQ(2, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, schemas[1]);
ASSERT_EQ(1, table.FinalizeBatch(0));
}
// Add three completely non-overlapping schemas
TEST(TableInsertion, MixedSchemasThree) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
// First schema
std::vector<float> vecvals = {1};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals);
std::vector<uint32_t> vecvals2 = {1};
rbuild.Add<uint32_t>("FIELD2", pil::PIL_TYPE_UINT32, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(2, table.build_csets.size());
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[1]->columns.size());
ASSERT_EQ(1, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(1, table.build_csets[1]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(0));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
// Second schema
vecvals = {1};
rbuild.Add<float>("FIELD1-second", pil::PIL_TYPE_FLOAT, vecvals);
vecvals2 = {1};
rbuild.Add<uint32_t>("FIELD2-second", pil::PIL_TYPE_UINT32, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(4, table.build_csets.size());
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[1]->columns.size());
ASSERT_EQ(1, table.build_csets[2]->columns.size());
ASSERT_EQ(1, table.build_csets[3]->columns.size());
ASSERT_EQ(2, table.build_csets[0]->columns[0]->n_records); // These should all equal 2 as we pad all non-overlapping columns
ASSERT_EQ(2, table.build_csets[1]->columns[0]->n_records);
ASSERT_EQ(2, table.build_csets[2]->columns[0]->n_records);
ASSERT_EQ(2, table.build_csets[3]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[2]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[3]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(false, table.build_csets[1]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[2]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[3]->columns[0]->IsValid(1));
ASSERT_EQ(2, table.schema_dict.dict.size());
// Third schema
vecvals = {1};
rbuild.Add<float>("FIELD1-third", pil::PIL_TYPE_FLOAT, vecvals);
vecvals2 = {1};
rbuild.Add<uint32_t>("FIELD2-third", pil::PIL_TYPE_UINT32, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(6, table.build_csets.size());
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[1]->columns.size());
ASSERT_EQ(1, table.build_csets[2]->columns.size());
ASSERT_EQ(1, table.build_csets[3]->columns.size());
ASSERT_EQ(1, table.build_csets[4]->columns.size());
ASSERT_EQ(1, table.build_csets[5]->columns.size());
ASSERT_EQ(3, table.build_csets[0]->columns[0]->n_records); // These should all equal 2 as we pad all non-overlapping columns
ASSERT_EQ(3, table.build_csets[1]->columns[0]->n_records);
ASSERT_EQ(3, table.build_csets[2]->columns[0]->n_records);
ASSERT_EQ(3, table.build_csets[3]->columns[0]->n_records);
ASSERT_EQ(3, table.build_csets[4]->columns[0]->n_records);
ASSERT_EQ(3, table.build_csets[5]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[2]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[3]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[4]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[5]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(false, table.build_csets[1]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[2]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[3]->columns[0]->IsValid(1));
ASSERT_EQ(false, table.build_csets[4]->columns[0]->IsValid(1));
ASSERT_EQ(false, table.build_csets[5]->columns[0]->IsValid(1));
ASSERT_EQ(false, table.build_csets[0]->columns[0]->IsValid(2));
ASSERT_EQ(false, table.build_csets[1]->columns[0]->IsValid(2));
ASSERT_EQ(false, table.build_csets[2]->columns[0]->IsValid(2));
ASSERT_EQ(false, table.build_csets[3]->columns[0]->IsValid(2));
ASSERT_EQ(true, table.build_csets[4]->columns[0]->IsValid(2));
ASSERT_EQ(true, table.build_csets[5]->columns[0]->IsValid(2));
ASSERT_EQ(3, table.schema_dict.dict.size());
ASSERT_EQ(2, table.schema_dict.dict[0].ids.size());
ASSERT_EQ(2, table.schema_dict.dict[1].ids.size());
ASSERT_EQ(2, table.schema_dict.dict[2].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_STREQ("FIELD2", table.field_dict.dict[table.schema_dict.dict[0].ids[1]].field_name.c_str());
ASSERT_STREQ("FIELD1-second", table.field_dict.dict[table.schema_dict.dict[1].ids[0]].field_name.c_str());
ASSERT_STREQ("FIELD2-second", table.field_dict.dict[table.schema_dict.dict[1].ids[1]].field_name.c_str());
ASSERT_STREQ("FIELD1-third", table.field_dict.dict[table.schema_dict.dict[2].ids[0]].field_name.c_str());
ASSERT_STREQ("FIELD2-third", table.field_dict.dict[table.schema_dict.dict[2].ids[1]].field_name.c_str());
ASSERT_EQ(3, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, schemas[1]);
ASSERT_EQ(2, schemas[2]);
ASSERT_EQ(1, table.FinalizeBatch(0));
}
// Add two completely non-overlapping schemas
TEST(TableInsertion, MixedSchemasPartialOverlap) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
// First schema
std::vector<float> vecvals = {1};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals);
std::vector<uint32_t> vecvals2 = {1};
rbuild.Add<uint32_t>("FIELD2", pil::PIL_TYPE_UINT32, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(2, table.build_csets.size());
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[1]->columns.size());
ASSERT_EQ(1, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(1, table.build_csets[1]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(0));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
// Second schema
vecvals = {1};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals);
vecvals2 = {1};
rbuild.Add<uint32_t>("FIELD2-second", pil::PIL_TYPE_UINT32, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(3, table.build_csets.size()); // Only 1 new novel column
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[1]->columns.size());
ASSERT_EQ(1, table.build_csets[2]->columns.size());
ASSERT_EQ(2, table.build_csets[0]->columns[0]->n_records); // These should all equal 2 as we pad all non-overlapping columns
ASSERT_EQ(2, table.build_csets[1]->columns[0]->n_records);
ASSERT_EQ(2, table.build_csets[2]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[2]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(false, table.build_csets[1]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[2]->columns[0]->IsValid(1));
ASSERT_EQ(2, table.schema_dict.dict.size()); // These are still distinct schemas
ASSERT_EQ(2, table.schema_dict.dict[0].ids.size());
ASSERT_EQ(2, table.schema_dict.dict[1].ids.size());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_STREQ("FIELD2", table.field_dict.dict[table.schema_dict.dict[0].ids[1]].field_name.c_str());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[1].ids[0]].field_name.c_str());
ASSERT_STREQ("FIELD2-second", table.field_dict.dict[table.schema_dict.dict[1].ids[1]].field_name.c_str());
ASSERT_EQ(2, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, schemas[1]);
ASSERT_EQ(1, table.FinalizeBatch(0));
}
// Add two completely non-overlapping schemas
TEST(TableInsertion, MixedSchemasPartialOverlapThreeway) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
// First schema
std::vector<float> vecvals = {1};
rbuild.Add<float>("FIELD1-odd", pil::PIL_TYPE_FLOAT, vecvals);
std::vector<uint32_t> vecvals2 = {1};
rbuild.Add<uint32_t>("FIELD2", pil::PIL_TYPE_UINT32, vecvals2);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(2, table.build_csets.size());
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[1]->columns.size());
ASSERT_EQ(1, table.build_csets[0]->columns[0]->n_records);
ASSERT_EQ(1, table.build_csets[1]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(0));
ASSERT_EQ(1, table.schema_dict.dict.size()); // number of schemas
// Second schema
vecvals = {1};
rbuild.Add<float>("FIELD1", pil::PIL_TYPE_FLOAT, vecvals);
vecvals2 = {1};
rbuild.Add<uint32_t>("FIELD2", pil::PIL_TYPE_UINT32, vecvals2); // shared with schema 1
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(3, table.build_csets.size()); // Only 1 new novel column
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[1]->columns.size());
ASSERT_EQ(1, table.build_csets[2]->columns.size());
ASSERT_EQ(2, table.build_csets[0]->columns[0]->n_records); // These should all equal 2 as we pad all non-overlapping columns
ASSERT_EQ(2, table.build_csets[1]->columns[0]->n_records);
ASSERT_EQ(2, table.build_csets[2]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[2]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[2]->columns[0]->IsValid(1));
ASSERT_EQ(2, table.schema_dict.dict.size()); // These are still distinct schemas
// Third schema
vecvals2 = {1};
rbuild.Add<uint32_t>("FIELD2", pil::PIL_TYPE_UINT32, vecvals2); // shared with schema 1
vecvals = {1};
rbuild.Add<float>("FIELD1-odd-again", pil::PIL_TYPE_FLOAT, vecvals);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(4, table.build_csets.size()); // Only 1 new novel column
ASSERT_EQ(1, table.build_csets[0]->columns.size());
ASSERT_EQ(1, table.build_csets[1]->columns.size());
ASSERT_EQ(1, table.build_csets[2]->columns.size());
ASSERT_EQ(1, table.build_csets[3]->columns.size());
ASSERT_EQ(3, table.build_csets[0]->columns[0]->n_records); // These should all equal 3 as we pad all non-overlapping columns
ASSERT_EQ(3, table.build_csets[1]->columns[0]->n_records);
ASSERT_EQ(3, table.build_csets[2]->columns[0]->n_records);
ASSERT_EQ(3, table.build_csets[3]->columns[0]->n_records);
ASSERT_EQ(true, table.build_csets[0]->columns[0]->IsValid(0));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[2]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[3]->columns[0]->IsValid(0));
ASSERT_EQ(false, table.build_csets[0]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(1));
ASSERT_EQ(true, table.build_csets[2]->columns[0]->IsValid(1));
ASSERT_EQ(false, table.build_csets[3]->columns[0]->IsValid(1));
ASSERT_EQ(false, table.build_csets[0]->columns[0]->IsValid(2));
ASSERT_EQ(true, table.build_csets[1]->columns[0]->IsValid(2));
ASSERT_EQ(false, table.build_csets[2]->columns[0]->IsValid(2));
ASSERT_EQ(true, table.build_csets[3]->columns[0]->IsValid(2));
ASSERT_EQ(3, table.schema_dict.dict.size()); // These are still distinct schemas
ASSERT_EQ(2, table.schema_dict.dict[0].ids.size());
ASSERT_EQ(2, table.schema_dict.dict[1].ids.size());
ASSERT_EQ(2, table.schema_dict.dict[2].ids.size());
ASSERT_STREQ("FIELD1-odd", table.field_dict.dict[table.schema_dict.dict[0].ids[0]].field_name.c_str());
ASSERT_STREQ("FIELD2", table.field_dict.dict[table.schema_dict.dict[0].ids[1]].field_name.c_str());
ASSERT_STREQ("FIELD1", table.field_dict.dict[table.schema_dict.dict[1].ids[0]].field_name.c_str());
ASSERT_STREQ("FIELD2", table.field_dict.dict[table.schema_dict.dict[1].ids[1]].field_name.c_str());
ASSERT_STREQ("FIELD2", table.field_dict.dict[table.schema_dict.dict[2].ids[0]].field_name.c_str());
ASSERT_STREQ("FIELD1-odd-again", table.field_dict.dict[table.schema_dict.dict[2].ids[1]].field_name.c_str());
ASSERT_EQ(3, table.meta_data.batches.back()->n_rec); // number of records in this batch
const uint32_t* schemas = reinterpret_cast<uint32_t*>(table.meta_data.batches.back()->schemas->columns[0]->mutable_data());
ASSERT_EQ(0, schemas[0]); // first schema should be id 0
ASSERT_EQ(1, schemas[1]);
ASSERT_EQ(2, schemas[2]);
ASSERT_EQ(1, table.FinalizeBatch(0));
}
TEST(TableInsertion, MixedSchemasExtreme) {
TableConstructor table;
RecordBuilder rbuild;
ASSERT_EQ(0, table.build_csets.size());
// Insert 5000 different single-schema tuples into the table.
std::vector<float> vecvals;
for(int i = 0; i < 5000; ++i) {
vecvals = {(float)i}; // cast as float to avoid narrowing error in clang
rbuild.Add<float>("FIELD1-" + std::to_string(i), pil::PIL_TYPE_FLOAT, vecvals);
ASSERT_EQ(1, table.Append(rbuild));
ASSERT_EQ(i+1, table.build_csets.size());
ASSERT_EQ(true, table.build_csets[i]->columns[0]->IsValid(i));
}
ASSERT_EQ(5000, table.build_csets.size()); // number of columns in the current batch
// Every column should have 5000 elements.
for(int i = 0; i < 5000; ++i) {
ASSERT_EQ(5000, table.build_csets[i]->columns[0]->n_records); // this should be 5000
ASSERT_EQ(true, table.build_csets[i]->columns[0]->IsValid(i));
}
ASSERT_EQ(5000, table.meta_data.batches.back()->n_rec); // number of records in this batch
ASSERT_EQ(1, table.FinalizeBatch(0));
}
}
#endif /* TABLE_TEST_H_ */