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build.sbt
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/* Copyright 2017-19, Emmanouil Antonios Platanios. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License"); you may not
* use this file except in compliance with the License. You may obtain a copy of
* the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations under
* the License.
*/
import ReleaseTransformations._
import JniCrossPackage._
import sbtrelease.Vcs
import scala.sys.process.Process
organization in ThisBuild := "org.platanios"
scalaVersion in ThisBuild := "2.13.2"
crossScalaVersions in ThisBuild := Seq("2.12.11", "2.13.2")
fork in ThisBuild := true
autoCompilerPlugins in ThisBuild := true
nativeCrossCompilationEnabled in ThisBuild := false
val tensorFlowVersion = "2.4.4"
val circeVersion = "0.12.3" // Used for working with JSON.
scalacOptions in ThisBuild ++= Seq(
"-deprecation",
"-encoding", "UTF-8",
// "-explaintypes", // Explain type errors in more detail.
"-feature",
"-language:existentials", // Existential types (besides wildcard types) can be written and inferred.
"-language:experimental.macros", // Allow macro definition (besides implementation and application)
"-language:higherKinds", // Allow higher-kinded types.
"-language:implicitConversions", // Allow definition of implicit functions called views.
"-unchecked", // Enable additional warnings where generated code depends on assumptions.
// "-Xfatal-warnings",
// "-Xlog-implicits",
// "-Ywarn-dead-code",
// "-Ywarn-numeric-widen",
// "-Ywarn-value-discard",
"-Yrangepos",
// "-P:splain:all",
// "-P:splain:infix",
// "-P:splain:foundreq",
// "-P:splain:implicits",
// "-P:splain:color",
// "-P:splain:tree",
// "-P:splain:boundsimplicits:false"
)
scalacOptions in ThisBuild ++= {
if (!scalaVersion.value.startsWith("2.13")) {
Seq("-Yno-adapted-args", "-Ypartial-unification")
} else {
Seq("-Xfuture") // Turn on future language features.
}
}
val scalacProfilingEnabled: SettingKey[Boolean] =
settingKey[Boolean]("Flag specifying whether to enable profiling for the Scala compiler.")
scalacProfilingEnabled in ThisBuild := false
lazy val loggingSettings = Seq(
libraryDependencies ++= Seq(
"com.typesafe.scala-logging" %% "scala-logging" % "3.9.2",
"ch.qos.logback" % "logback-classic" % "1.2.3"))
lazy val commonSettings = loggingSettings ++ Seq(
// Plugin that prints better implicit resolution errors.
addCompilerPlugin("io.tryp" % "splain" % "0.5.5" cross CrossVersion.patch),
libraryDependencies ++= Seq(
"org.scala-lang.modules" %% "scala-collection-compat" % "2.1.6",
)
)
lazy val testSettings = Seq(
libraryDependencies ++= Seq(
"junit" % "junit" % "4.12",
"org.scalatest" %% "scalatest" % "3.1.1" % "test",
"org.scalatestplus" %% "junit-4-12" % "3.1.1.0" % "test"),
logBuffered in Test := false,
testForkedParallel in Test := false,
parallelExecution in Test := false,
testOptions in Test += Tests.Argument(TestFrameworks.ScalaTest, "-oDF"))
lazy val all = (project in file("."))
.aggregate(jni, api, proto, data, examples)
.dependsOn(jni, api, proto)
.settings(moduleName := "tensorflow", name := "TensorFlow Scala")
.settings(commonSettings)
.settings(publishSettings)
.settings(
sourcesInBase := false,
unmanagedSourceDirectories in Compile := Nil,
unmanagedSourceDirectories in Test := Nil,
unmanagedResourceDirectories in Compile := Nil,
unmanagedResourceDirectories in Test := Nil,
publishArtifact := true,
packagedArtifacts ++= {
(nativeCrossCompile in JniCross in jni).value
.map(p => p._1 -> getPackagedArtifacts(p._1, p._2))
.filter(_._2.isDefined).map {
case (platform, file) => Artifact((nativeArtifactName in JniCross in jni).value, platform.name) -> file.get
}
},
)
lazy val jni = (project in file("./modules/jni"))
.enablePlugins(JniNative, TensorFlowGenerateTensorOps, JniCrossPackage, TensorFlowNativePackage)
.settings(moduleName := "tensorflow-jni", name := "TensorFlow Scala - JNI")
.settings(commonSettings)
.settings(testSettings)
.settings(publishSettings)
.settings(
// Tensor op code generation settings.
target in generateTensorOps := sourceDirectory.value / "main",
ops in generateTensorOps := Map(
"Basic" -> Seq(
"ZerosLike", "OnesLike", "Fill", "Rank", "Size", "Shape", "ExpandDims", "Squeeze", "Pack", "ParallelConcat",
"Unpack", "ConcatV2", "ConcatOffset", "Split", "SplitV", "Tile", "Pad", "PadV2", "MirrorPad", "Reshape",
"Transpose", "ConjugateTranspose", "InvertPermutation", "ReverseV2", "ReverseSequence", "SpaceToBatchND",
"BatchToSpaceND", "SpaceToDepth", "DepthToSpace", "Where", "Unique", "UniqueWithCounts", "ListDiff",
"GatherV2", "GatherNd", "ScatterNd", "Slice", "StridedSlice", "CheckNumerics", "EditDistance", "OneHot",
"BroadcastArgs", "StopGradient", "PreventGradient", "Identity", "IdentityN", "ScatterNdNonAliasingAdd",
"QuantizeAndDequantizeV3", "QuantizeV2", "Dequantize", "QuantizedConcat", "QuantizedReshape",
"QuantizedInstanceNorm", "FakeQuantWithMinMaxArgs", "FakeQuantWithMinMaxVars",
"FakeQuantWithMinMaxVarsPerChannel"),
"Math" -> Seq(
"Select", "Range", "LinSpace", "Cast", "Bitcast", "AddN", "Abs", "ComplexAbs", "Neg", "Reciprocal", "Square",
"Sqrt", "Rsqrt", "Exp", "Expm1", "Log", "Log1p", "Sin", "Cos", "Tan", "Asin", "Acos", "Atan", "Sinh", "Cosh",
"Tanh", "Asinh", "Acosh", "Atanh", "Lgamma", "Digamma", "Erf", "Erfc", "Sigmoid", "Sign", "Round", "Rint",
"Floor", "Ceil", "IsNan", "IsInf", "IsFinite", "Add", "Sub", "Mul", "Div", "FloorDiv", "TruncateDiv",
"RealDiv", "SquaredDifference", "Mod", "FloorMod", "TruncateMod", "Pow", "Igammac", "Igamma", "Zeta",
"Polygamma", "Atan2", "Maximum", "Minimum", "Betainc", "LogicalNot", "LogicalAnd", "LogicalOr", "Equal",
"NotEqual", "ApproximateEqual", "Less", "LessEqual", "Greater", "GreaterEqual", "Sum", "Mean", "Prod", "Min",
"Max", "All", "Any", "ArgMax", "ArgMin", "Bincount", "Cumsum", "Cumprod", "SegmentSum", "SegmentMean",
"SegmentProd", "SegmentMin", "SegmentMax", "UnsortedSegmentSum", "UnsortedSegmentMax",
"SparseSegmentSum", "SparseSegmentMean", "SparseSegmentSqrtN",
"SparseSegmentSumWithNumSegments", "SparseSegmentMeanWithNumSegments", "SparseSegmentSqrtNWithNumSegments",
"Diag", "DiagPart", "MatrixDiag", "MatrixSetDiag",
"MatrixDiagPart", "MatrixBandPart", "MatMul", "BatchMatMul", "SparseMatMul", "Cross", "Complex", "Real",
"Imag", "Angle", "Conj", "Bucketize", "QuantizedAdd", "QuantizedMul", "QuantizedMatMul",
"QuantizeDownAndShrinkRange", "Requantize", "RequantizationRange", "CompareAndBitpack"),
"NN" -> Seq(
"BiasAdd", "Relu", "Relu6", "Elu", "Selu", "Softplus", "Softsign", "Softmax", "LogSoftmax", "L2Loss",
"SoftmaxCrossEntropyWithLogits", "SparseSoftmaxCrossEntropyWithLogits", "TopKV2", "InTopKV2", "AvgPool",
"AvgPool3D", "MaxPool", "MaxPoolGrad", "MaxPoolGradGrad", "MaxPool3D", "MaxPoolWithArgmax",
"FractionalAvgPool", "FractionalMaxPool", "Conv2D", "Conv2DBackpropInput", "Conv2DBackpropFilter",
"FusedResizeAndPadConv2D", "FusedPadConv2D", "DepthwiseConv2dNative", "Conv3D", "Dilation2D", "LRN",
"BatchNormWithGlobalNormalization", "FusedBatchNorm", "QuantizedBiasAdd", "QuantizedRelu", "QuantizedRelu6",
"QuantizedReluX", "QuantizedAvgPool", "QuantizedMaxPool", "QuantizedConv2D",
"QuantizedBatchNormWithGlobalNormalization"),
"Random" -> Seq(
"RandomShuffle", "RandomUniform", "RandomUniformInt", "RandomStandardNormal", "TruncatedNormal"),
"Sparse" -> Seq("SparseToDense"),
"Text" -> Seq(
"StringJoin", "StringSplit", "EncodeBase64", "DecodeBase64", "StringToHashBucket", "StringToHashBucketFast",
"StringToHashBucketStrong")
),
scalaPackage in generateTensorOps := "tensors",
// Native bindings compilation settings.
target in javah := sourceDirectory.value / "main" / "native" / "include",
sourceDirectory in nativeCompile := sourceDirectory.value / "main" / "native",
target in nativeCompile := target.value / "native" / nativePlatform.value,
target in JniCross := target.value / "native",
nativePlatforms in JniCross := Set(LINUX, WINDOWS, WINDOWS_CPU, DARWIN),
nativeCrossCompilationForcedIfExists in JniCross := false,
tfBinaryVersion in JniCross := tensorFlowVersion,
// Specify the order in which the different compilation tasks are executed.
nativeCompile := nativeCompile.dependsOn(generateTensorOps).value,
)
lazy val api = (project in file("./modules/api"))
.dependsOn(jni, proto)
.settings(moduleName := "tensorflow-api", name := "TensorFlow Scala - API")
.settings(commonSettings)
.settings(testSettings)
.settings(publishSettings)
.settings(
libraryDependencies ++= Seq(
"com.chuusai" %% "shapeless" % "2.3.3",
compilerPlugin("com.github.ghik" % "silencer-plugin" % "1.6.0" cross CrossVersion.full),
"com.github.ghik" % "silencer-lib" % "1.6.0" % Provided cross CrossVersion.full),
libraryDependencies ++= Seq(
"io.circe" %% "circe-core",
"io.circe" %% "circe-generic",
"io.circe" %% "circe-parser"
).map(_ % circeVersion),
// Scalac Profiling Settings
libraryDependencies ++= {
if (scalacProfilingEnabled.value)
Seq(compilerPlugin("ch.epfl.scala" %% "scalac-profiling" % "1.0.0"))
else
Seq.empty
},
scalacOptions ++= {
if (scalacProfilingEnabled.value) {
Seq(
"-Ystatistics:typer",
// Scala profiler plugin options
"-P:scalac-profiling:no-profiledb",
"-P:scalac-profiling:show-profiles",
"-P:scalac-profiling:show-concrete-implicit-tparams")
} else {
Seq.empty
}
})
lazy val proto = (project in file("./modules/proto"))
.enablePlugins(ProtobufPlugin)
.settings(moduleName := "tensorflow-proto", name := "TensorFlow Scala - Protobuf")
.settings(commonSettings)
.settings(testSettings)
.settings(publishSettings)
.settings(
version in ProtobufConfig := "3.11.4",
sourceDirectory in ProtobufConfig := sourceDirectory.value / "main" / "proto",
)
lazy val data = (project in file("./modules/data"))
.dependsOn(api)
.settings(moduleName := "tensorflow-data", name := "TensorFlow Scala - Data")
.settings(commonSettings)
.settings(testSettings)
.settings(publishSettings)
.settings(
libraryDependencies += "org.apache.commons" % "commons-compress" % "1.15",
)
lazy val examples = (project in file("./modules/examples"))
.dependsOn(api, data)
.settings(moduleName := "tensorflow-examples", name := "TensorFlow Scala - Examples")
.settings(commonSettings)
.settings(publishSettings)
val JNI = config("jni")
val API = config("api")
val DATA = config("data")
val EXAMPLES = config("examples")
lazy val docs = (project in file("docs"))
.dependsOn(api, jni, data, examples)
.enablePlugins(SiteScaladocPlugin, ParadoxSitePlugin, ParadoxMaterialThemePlugin, GhpagesPlugin)
.settings(moduleName := "tensorflow-docs", name := "TensorFlow Scala - Documentation")
.settings(ParadoxMaterialThemePlugin.paradoxMaterialThemeSettings(Paradox))
.settings(
ghpagesNoJekyll := true,
sourceDirectory in Paradox := sourceDirectory.value / "main" / "paradox",
paradoxProperties in Paradox ++= Map(
"scaladoc.base_url" -> "http://platanios.org/tensorflow_scala/api/",
"scaladoc.org.platanios.tensorflow.api.base_url" -> "http://platanios.org/tensorflow_scala/api/api/",
"github.base_url" -> "https://github.com/eaplatanios/tensorflow_scala",
"snip.github_link" -> "false"),
paradoxNavigationDepth in Paradox := 3,
makeSite := makeSite.dependsOn(paradox in Paradox).value,
mappings in paradox in Paradox ++= Seq(
file("LICENSE") -> "LICENSE",
file("assets/favicon.ico") -> "favicon.ico"),
scmInfo := Some(ScmInfo(
url("https://github.com/eaplatanios/tensorflow_scala"),
"[email protected]:eaplatanios/tensorflow_scala.git")),
git.remoteRepo := scmInfo.value.get.connection,
paradoxMaterialTheme in Paradox ~= {
_.withColor("white", "red")
.withFavicon("favicon.ico")
.withLogo("assets/images/logo.png")
// .withGoogleAnalytics("UA-107934279-1")
.withRepository(uri("https://github.com/eaplatanios/tensorflow_scala"))
.withSocial(
uri("https://github.com/eaplatanios"),
uri("https://twitter.com/eaplatanios"))
.withLanguage(java.util.Locale.ENGLISH)
.withCustomStylesheet("assets/custom.css")
},
autoAPIMappings := true,
siteSubdirName in SiteScaladoc := "api/docs",
SiteScaladocPlugin.scaladocSettings(JNI, mappings in (Compile, packageDoc) in jni, "api/jni"),
SiteScaladocPlugin.scaladocSettings(API, mappings in (Compile, packageDoc) in api, "api/api"),
SiteScaladocPlugin.scaladocSettings(DATA, mappings in (Compile, packageDoc) in data, "api/data"),
SiteScaladocPlugin.scaladocSettings(EXAMPLES, mappings in (Compile, packageDoc) in examples, "api/examples"),
scalacOptions in (SiteScaladoc, packageDoc) ++= Seq(
//"-Xfatal-warnings",
"-doc-source-url", scmInfo.value.get.browseUrl + "/tree/master€{FILE_PATH}.scala",
"-sourcepath", baseDirectory.in(LocalRootProject).value.getAbsolutePath,
// "=diagrams",
"-groups",
"-implicits-show-all"
))
lazy val noPublishSettings = Seq(
publish := Unit,
publishLocal := Unit,
publishArtifact := false,
skip in publish := true,
releaseProcess := Nil,
)
val deletedPublishedSnapshots = taskKey[Unit]("Delete published snapshots.")
lazy val publishSettings = Seq(
publishArtifact := true,
homepage := Some(url("https://github.com/eaplatanios/tensorflow_scala")),
licenses := Seq("Apache License 2.0" -> url("https://www.apache.org/licenses/LICENSE-2.0.txt")),
scmInfo := Some(ScmInfo(url("https://github.com/eaplatanios/tensorflow_scala"),
"scm:git:[email protected]:eaplatanios/tensorflow_scala.git")),
developers := List(
Developer(
id="eaplatanios",
name="Emmanouil Antonios Platanios",
email="[email protected]",
url=url("http://platanios.org/"))),
autoAPIMappings := true,
apiURL := Some(url("http://eaplatanios.github.io/tensorflow_scala/api/")),
releaseCrossBuild := true,
releaseTagName := {
val buildVersionValue = (version in ThisBuild).value
val versionValue = version.value
s"v${if (releaseUseGlobalVersion.value) buildVersionValue else versionValue}"
},
releaseVersionBump := sbtrelease.Version.Bump.Next,
releaseVersionFile := baseDirectory.value / "version.sbt",
releaseUseGlobalVersion := true,
releasePublishArtifactsAction := PgpKeys.publishSigned.value,
releaseVcs := Vcs.detect(baseDirectory.value),
releaseVcsSign := true,
releaseIgnoreUntrackedFiles := true,
publishMavenStyle := true,
pomIncludeRepository := Function.const(false),
publishTo := Some(
if (isSnapshot.value)
Opts.resolver.sonatypeSnapshots
else
Opts.resolver.sonatypeStaging
),
releaseProcess := Seq[ReleaseStep](
checkSnapshotDependencies,
inquireVersions,
// runClean,
runTest,
setReleaseVersion,
commitReleaseVersion,
tagRelease,
releaseStepCommandAndRemaining("publishSigned"),
setNextVersion,
commitNextVersion,
releaseStepCommand("sonatypeReleaseAll"),
pushChanges),
// The following 2 lines are needed to get around this: https://github.com/sbt/sbt/issues/4275
publishConfiguration := publishConfiguration.value.withOverwrite(true),
publishLocalConfiguration := publishLocalConfiguration.value.withOverwrite(true),
// For Travis CI - see http://www.cakesolutions.net/teamblogs/publishing-artefacts-to-oss-sonatype-nexus-using-sbt-and-travis-ci
credentials ++= (for {
username <- Option(System.getenv().get("SONATYPE_USERNAME"))
password <- Option(System.getenv().get("SONATYPE_PASSWORD"))
} yield Credentials("Sonatype Nexus Repository Manager", "oss.sonatype.org", username, password)).toSeq,
deletedPublishedSnapshots := {
Process(
"curl" :: "--request" :: "DELETE" :: "--write" :: "%{http_code} %{url_effective}\\n" ::
"--user" :: s"${System.getenv().get("SONATYPE_USERNAME")}:${System.getenv().get("SONATYPE_PASSWORD")}" ::
"--output" :: "/dev/null" :: "--silent" ::
s"${Opts.resolver.sonatypeSnapshots.root}/${organization.value.replace(".", "/")}/" :: Nil) ! streams.value.log
}
)