Workspace and task updates
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@ -16,9 +16,13 @@ import kotlin.reflect.typeOf
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*/
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@Suppress("UNCHECKED_CAST")
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private fun <R : Any> Data<*>.castOrNull(type: KType): Data<R>? =
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if (!this.type.isSubtypeOf(type)) null else object : Data<R> by (this as Data<R>) {
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if (!this.type.isSubtypeOf(type)) {
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null
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} else {
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object : Data<R> by (this as Data<R>) {
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override val type: KType = type
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}
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}
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/**
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* Select all data matching given type and filters. Does not modify paths
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@ -31,7 +35,6 @@ internal fun <R : Any> DataSet<*>.select(
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): ActiveDataSet<R> = object : ActiveDataSet<R> {
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override val dataType = type
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override fun flow(): Flow<NamedData<R>> = this@select.flow().filter { datum ->
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datum.type.isSubtypeOf(type) && (namePattern == null || datum.name.matches(namePattern))
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}.map {
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@ -45,7 +48,6 @@ internal fun <R : Any> DataSet<*>.select(
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val datum = this@select.getData(it)
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datum?.type?.isSubtypeOf(type) ?: false
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}
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}
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/**
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@ -42,6 +42,6 @@ private class TaskDataImpl<out T : Any>(
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// }
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}
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internal fun <T : Any> Workspace.wrapResult(data: Data<T>, name: Name, stage: Name, stageMeta: Meta): TaskData<T> =
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TaskDataImpl(this, data, name, stage, stageMeta)
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public fun <T : Any> Workspace.wrapData(data: Data<T>, name: Name, taskName: Name, stageMeta: Meta): TaskData<T> =
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TaskDataImpl(this, data, name, taskName, stageMeta)
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@ -37,11 +37,11 @@ private class TaskResultImpl<out T : Any>(
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) : TaskResult<T>, DataSet<T> by dataSet {
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override fun flow(): Flow<TaskData<T>> = dataSet.flow().map {
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workspace.wrapResult(it, it.name, taskName, taskMeta)
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workspace.wrapData(it, it.name, taskName, taskMeta)
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}
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override suspend fun getData(name: Name): TaskData<T>? = dataSet.getData(name)?.let {
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workspace.wrapResult(it, name, taskName, taskMeta)
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workspace.wrapData(it, name, taskName, taskMeta)
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}
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}
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@ -1,9 +1,45 @@
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package space.kscience.dataforge.workspace
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import space.kscience.dataforge.data.DataSet
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import space.kscience.dataforge.data.forEach
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import space.kscience.dataforge.data.map
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import space.kscience.dataforge.meta.Meta
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import space.kscience.dataforge.meta.toMutableMeta
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import space.kscience.dataforge.misc.DFExperimental
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import space.kscience.dataforge.names.Name
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/**
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* Select data using given [selector]
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*/
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public suspend fun <T : Any> TaskResultBuilder<*>.from(
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selector: DataSelector<T>,
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meta: Meta = Meta.EMPTY,
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): DataSet<T> = selector.select(workspace, meta)
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): DataSet<T> = selector.select(workspace, taskMeta)
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public val TaskResultBuilder<*>.allData: DataSelector<*>
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get() = object : DataSelector<Any> {
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override suspend fun select(workspace: Workspace, meta: Meta): DataSet<Any> = workspace.data
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}
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/**
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* Perform a lazy mapping task using given [selector] and [action]. The meta of resulting
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* TODO move selector to receiver with multi-receivers
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*/
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@DFExperimental
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public suspend inline fun <T : Any, reified R : Any> TaskResultBuilder<R>.pipeFrom(
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selector: DataSelector<T>,
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crossinline action: suspend (arg: T, name: Name, meta: Meta) -> R
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) {
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from(selector).forEach { data ->
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val meta = data.meta.toMutableMeta().apply {
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taskName put taskMeta
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}
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val res = data.map(workspace.context.coroutineContext, meta) {
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action(it, data.name, meta)
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}
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emit(data.name, res)
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}
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}
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@ -11,6 +11,10 @@ public fun WorkspaceBuilder.data(builder: suspend DataSetBuilder<Any>.() -> Unit
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buildData(builder)
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}
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public inline fun <reified T: Any> TaskResultBuilder<*>.selectData(namePattern: Name? = null): DataSelector<T> = object : DataSelector<T> {
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override suspend fun select(workspace: Workspace, meta: Meta): DataSet<T> = workspace.data.select(namePattern)
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}
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public suspend inline fun <reified T : Any> TaskResultBuilder<*>.from(
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task: Name,
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taskMeta: Meta = Meta.EMPTY,
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@ -71,21 +71,32 @@ class SimpleWorkspaceTest {
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}
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val square by task<Int> {
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workspace.data.select<Int>().forEach { data ->
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if (data.meta["testFlag"].boolean == true) {
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pipeFrom(selectData<Int>()) { arg, name, meta ->
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if (meta["testFlag"].boolean == true) {
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println("flag")
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}
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val value = data.await()
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workspace.logger.info { "Starting square on $value" }
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emit(data.name, data.map { it * it })
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workspace.logger.info { "Starting square on $name" }
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arg * arg
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}
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// workspace.data.select<Int>().forEach { data ->
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// if (data.meta["testFlag"].boolean == true) {
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// println("flag")
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// }
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// val value = data.await()
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// workspace.logger.info { "Starting square on $value" }
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// emit(data.name, data.map { it * it })
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// }
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}
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val linear by task<Int> {
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workspace.data.select<Int>().forEach { data ->
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workspace.logger.info { "Starting linear on $data" }
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emit(data.name, data.data.map { it * 2 + 1 })
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pipeFrom(selectData<Int>()) { arg, name, _ ->
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workspace.logger.info { "Starting linear on $name" }
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arg * 2 + 1
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}
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// workspace.data.select<Int>().forEach { data ->
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// workspace.logger.info { "Starting linear on $data" }
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// emit(data.name, data.data.map { it * 2 + 1 })
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// }
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}
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val fullSquare by task<Int> {
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