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core/generated-sources/src/main/kotlin/org/jetbrains/kotlinx/dataframe/impl/api/schema.kt
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package org.jetbrains.kotlinx.dataframe.impl.api | ||
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import org.jetbrains.kotlinx.dataframe.columns.ColumnPath | ||
import org.jetbrains.kotlinx.dataframe.impl.schema.DataFrameSchemaImpl | ||
import org.jetbrains.kotlinx.dataframe.impl.schema.getSchema | ||
import org.jetbrains.kotlinx.dataframe.schema.ColumnSchema | ||
import org.jetbrains.kotlinx.dataframe.schema.DataFrameSchema | ||
import kotlin.reflect.KClass | ||
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@PublishedApi | ||
internal fun compileTimeSchemaImpl(runtimeSchema: DataFrameSchema, klass: KClass<*>): DataFrameSchema { | ||
val compileSchema = getSchema(klass) | ||
val root = ColumnPath(emptyList()) | ||
val order = buildMap { | ||
putColumnsOrder(runtimeSchema, path = root) | ||
} | ||
return compileSchema.sortedBy(order, path = root) | ||
} | ||
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internal fun MutableMap<ColumnPath, Int>.putColumnsOrder(schema: DataFrameSchema, path: ColumnPath) { | ||
schema.columns.entries.forEachIndexed { i, (name, column) -> | ||
val columnPath = path + name | ||
this[columnPath] = i | ||
when (column) { | ||
is ColumnSchema.Frame -> { | ||
putColumnsOrder(column.schema, columnPath) | ||
} | ||
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is ColumnSchema.Group -> { | ||
putColumnsOrder(column.schema, columnPath) | ||
} | ||
} | ||
} | ||
} | ||
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internal fun DataFrameSchema.sortedBy(order: Map<ColumnPath, Int>, path: ColumnPath): DataFrameSchema { | ||
val sorted = columns.map { (name, column) -> | ||
name to when (column) { | ||
is ColumnSchema.Frame -> ColumnSchema.Frame( | ||
column.schema.sortedBy(order, path + name), | ||
column.nullable, | ||
column.contentType, | ||
) | ||
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is ColumnSchema.Group -> ColumnSchema.Group(column.schema.sortedBy(order, path + name), column.contentType) | ||
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is ColumnSchema.Value -> column | ||
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else -> TODO("unexpected ColumnSchema class ${column::class}") | ||
} | ||
}.sortedBy { (name, _) -> | ||
order[path + name] | ||
}.toMap() | ||
return DataFrameSchemaImpl(sorted) | ||
} |
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core/generated-sources/src/test/kotlin/org/jetbrains/kotlinx/dataframe/api/schema.kt
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package org.jetbrains.kotlinx.dataframe.api | ||
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import io.kotest.matchers.shouldBe | ||
import org.jetbrains.kotlinx.dataframe.DataRow | ||
import org.junit.Test | ||
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class SchemaTests { | ||
@Test | ||
fun `columns order test`() { | ||
val row = dataFrameOf("c", "b")(4, 5).first() | ||
val df = dataFrameOf("abc", "a", "a123", "nested")(1, 2, 3, row).cast<Schema>() | ||
df.schema().toString() shouldBe df.compileTimeSchema().toString() | ||
} | ||
} | ||
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private interface Schema { | ||
val a: Int | ||
val abc: Int | ||
val a123: Int | ||
val nested: DataRow<Nested> | ||
} | ||
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private interface Nested { | ||
val b: Int | ||
val c: Int | ||
} |