Build Information
Successful build of SwiftSci, reference v3.10.3 (29c8b2), with Swift 6.4 for macOS (SPM) on 3 Oct 2026 04:12:45 UTC.
Swift 6 data race errors: 0
Build Command
env DEVELOPER_DIR=/Applications/Xcode-27.0.0-Release.Candidate.app xcrun swift build --arch arm64Build Log
========================================
RunAll
========================================
Builder version: 5.1.1
Interrupt handler set up.
========================================
Checkout
========================================
Clone URL: https://github.com/Nodibell/SwiftSci.git
Reference: v3.10.3
Initialized empty Git repository in /Users/admin/builder/spi-builder-workspace/.git/
From https://github.com/Nodibell/SwiftSci
* tag v3.10.3 -> FETCH_HEAD
HEAD is now at 29c8b2e docs: update domain table column headers in ACCURACY.md to v3.10.3
Updating files: 46% (9519/20373)
Updating files: 47% (9576/20373)
Updating files: 48% (9780/20373)
Updating files: 49% (9983/20373)
Updating files: 50% (10187/20373)
Updating files: 51% (10391/20373)
Updating files: 52% (10594/20373)
Updating files: 53% (10798/20373)
Updating files: 54% (11002/20373)
Updating files: 55% (11206/20373)
Updating files: 56% (11409/20373)
Updating files: 57% (11613/20373)
Updating files: 58% (11817/20373)
Updating files: 59% (12021/20373)
Updating files: 60% (12224/20373)
Updating files: 61% (12428/20373)
Updating files: 62% (12632/20373)
Updating files: 63% (12835/20373)
Updating files: 64% (13039/20373)
Updating files: 65% (13243/20373)
Updating files: 66% (13447/20373)
Updating files: 67% (13650/20373)
Updating files: 68% (13854/20373)
Updating files: 69% (14058/20373)
Updating files: 70% (14262/20373)
Updating files: 71% (14465/20373)
Updating files: 72% (14669/20373)
Updating files: 73% (14873/20373)
Updating files: 74% (15077/20373)
Updating files: 75% (15280/20373)
Updating files: 76% (15484/20373)
Updating files: 77% (15688/20373)
Updating files: 78% (15891/20373)
Updating files: 79% (16095/20373)
Updating files: 80% (16299/20373)
Updating files: 81% (16503/20373)
Updating files: 82% (16706/20373)
Updating files: 83% (16910/20373)
Updating files: 84% (17114/20373)
Updating files: 85% (17318/20373)
Updating files: 86% (17521/20373)
Updating files: 87% (17725/20373)
Updating files: 88% (17929/20373)
Updating files: 89% (18132/20373)
Updating files: 90% (18336/20373)
Updating files: 91% (18540/20373)
Updating files: 92% (18744/20373)
Updating files: 93% (18947/20373)
Updating files: 94% (19151/20373)
Updating files: 95% (19355/20373)
Updating files: 96% (19559/20373)
Updating files: 97% (19762/20373)
Updating files: 98% (19966/20373)
Updating files: 99% (20170/20373)
Updating files: 100% (20373/20373)
Updating files: 100% (20373/20373), done.
Cloned https://github.com/Nodibell/SwiftSci.git
Revision (git rev-parse @):
29c8b2e9072534938368e2505355f1673b5d457e
SPI manifest file found: $PWD/.spi.yml
SUCCESS checkout https://github.com/Nodibell/SwiftSci.git at v3.10.3
========================================
Build
========================================
Selected platform: macosSpm
Swift version: 6.4
Building package at path: $PWD
https://github.com/Nodibell/SwiftSci.git
Running build ...
env DEVELOPER_DIR=/Applications/Xcode-27.0.0-Release.Candidate.app xcrun swift build --arch arm64
Building for debugging...
[Computing dependencies]
[Pre-planning 1 / 1875]
[Planning 1529 / 1875]
[Planning deferred tasks]
[Constructing 1839 / 4004]
[114 / 833] SwiftSci_SwiftDataFrame
[326 / 833]
[370 / 833] SwiftSci_SwiftDatabase
[379 / 833] SwiftSci_SwiftLLM
[380 / 833] SwiftSci_SwiftLLM
[383 / 833]
[392 / 838] _NumericsShims
[401 / 852]
[413 / 867] Atomics
[414 / 887]
[418 / 887] ArgumentParserToolInfo
[436 / 887]
[442 / 958]
[453 / 958] _AtomicsShims
[465 / 960]
[475 / 971] RealModule
[481 / 971] ComplexModule
[489 / 971] ComplexModule
[500 / 1002]
[507 / 1002] Atomics
[516 / 1003]
[528 / 1005] Numerics
[533 / 1005]
[546 / 1005]
[551 / 1005]
[558 / 1005]
[561 / 1005]
[567 / 1005]
[572 / 1005]
[573 / 1005]
[576 / 1005]
[577 / 1005]
[578 / 1005]
[588 / 1005] FlatBuffers
[590 / 1005] FlatBuffers
[593 / 1005] FlatBuffers
[599 / 1005] SwiftSciBenchmarkSupport
[611 / 1005] FlatBuffers-product
[620 / 1005] FlatBuffers-product
[623 / 1005] ArgumentParser
[628 / 1005]
[630 / 1007] ArgumentParser
[637 / 1025]
[644 / 1025] encuda-product
[650 / 1025] Arrow
[652 / 1025] ArgumentParser
[660 / 1026] Arrow
[670 / 1027] MLX
[674 / 1027] Cmlx
[676 / 1027] Cmlx
[679 / 1086]
[683 / 1102]
[686 / 1102]
[688 / 1102]
[692 / 1102]
[694 / 1102]
[699 / 1102] Cmlx
[700 / 1102]
[703 / 1102]
[708 / 1102]
[710 / 1102]
[712 / 1102]
[717 / 1102] Cmlx
[719 / 1102] MLX
[730 / 1102] Cmlx
[737 / 1102] Cmlx
[747 / 1102] Cmlx
[750 / 1102]
[755 / 1102]
[759 / 1102]
[761 / 1102] Cmlx
[763 / 1102]
[772 / 1102] Cmlx
[774 / 1102] Cmlx
[775 / 1102]
[776 / 1102] Cmlx
[778 / 1102] Cmlx
[780 / 1102]
[782 / 1102] Cmlx
[785 / 1102]
[787 / 1102] Cmlx
[791 / 1102] Cmlx
[792 / 1102] Cmlx
[794 / 1102] Cmlx
[796 / 1102] SwiftDataFrame
[797 / 1102] Cmlx
[798 / 1102] Cmlx
[800 / 1102] SwiftDataFrame
[802 / 1102] SwiftDataFrame
[808 / 1102] Cmlx
[810 / 1102] Cmlx
[812 / 1102] Cmlx
[813 / 1102] Cmlx
[814 / 1102] Cmlx
[815 / 1102] Cmlx
[817 / 1102] Cmlx
[819 / 1102] Cmlx
[821 / 1102] Cmlx
[823 / 1102] Cmlx
[825 / 1102] Cmlx
[826 / 1102] Cmlx
[827 / 1102] Cmlx
[829 / 1102] Cmlx
[830 / 1102] Cmlx
[831 / 1102] Cmlx
[832 / 1102] Cmlx
[834 / 1102] Cmlx
[836 / 1102] Cmlx
[838 / 1102] Cmlx
[840 / 1102] Cmlx
[844 / 1102] Cmlx
[848 / 1102] Cmlx
[852 / 1102] Cmlx
[853 / 1102] Cmlx
[854 / 1102] Cmlx
[856 / 1102] Cmlx
[859 / 1102] Cmlx
[861 / 1102] Cmlx
[862 / 1102] Cmlx
[863 / 1102] Cmlx
[864 / 1102] Cmlx
[865 / 1102] Cmlx
[867 / 1102] Cmlx
[868 / 1102] Cmlx
[870 / 1102] Cmlx
[872 / 1102] Cmlx
[875 / 1102] Cmlx
[876 / 1102] Cmlx
[878 / 1102] Cmlx
[879 / 1102] Cmlx
[881 / 1102] Cmlx
[882 / 1102] Cmlx
[884 / 1102] Cmlx
[888 / 1102] Cmlx
[891 / 1102] Cmlx
[892 / 1102] Cmlx
[893 / 1102] Cmlx
[895 / 1102] Cmlx
[896 / 1102] Cmlx
[898 / 1102] Cmlx
[900 / 1102] Cmlx
[901 / 1102] Cmlx
[906 / 1102] Cmlx
[908 / 1102] Cmlx
[911 / 1102] SwiftDataFrame
[913 / 1102] SwiftDataFrame
[915 / 1102] SwiftDataFrame
[916 / 1102] SwiftStats
[919 / 1102] SwiftDataFrame
[920 / 1102] SwiftDataFrame
[922 / 1102] MLX
[923 / 1102] MLX
[925 / 1102] MLX
[926 / 1102] MLXNN
[929 / 1102] MLX
[932 / 1102] SwiftDataFrame
[938 / 1102] mlx-swift_Cmlx
[939 / 1102] Cmlx
[948 / 1133]
[957 / 1135]
[960 / 1135]
[963 / 1136] Arrow
[965 / 1136] SwiftDatabase
[972 / 1152] SwiftDatabase
[978 / 1163] MLXNN
[989 / 1163] SwiftDatabase
[1000 / 1163] SwiftStats
[1003 / 1163]
[1006 / 1163]
[1009 / 1163] SwiftPreprocessing
[1015 / 1163] MLXNN
[1023 / 1163] SwiftStats
[1028 / 1163] MLXNN
[1033 / 1165]
[1034 / 1166] SwiftVisualization
[1035 / 1166] MLXNN
[1035 / 1166] SwiftPreprocessing
[1044 / 1190] SwiftPreprocessing
[1045 / 1190] SwiftPreprocessing
[1048 / 1216] SwiftForecast
[1063 / 1216]
[1071 / 1216]
[1080 / 1216]
[1084 / 1216] SwiftPreprocessing
[1086 / 1216] SwiftPreprocessing
[1093 / 1216] SwiftDatabase
[1097 / 1218]
[1099 / 1218]
[1099 / 1218] SwiftCluster
[1106 / 1240] SwiftML
[1109 / 1240]
[1116 / 1240] SwiftCluster
[1122 / 1240] SwiftML
[1128 / 1240] SwiftVisualization
[1141 / 1240] SwiftCluster-product
[1142 / 1240] SwiftCluster-product
[1145 / 1240] SwiftCluster
[1147 / 1240] SwiftCluster
[1155 / 1242]
[1157 / 1244]
[1160 / 1247] swiftsci-product
[1164 / 1258] swiftsci-product
[1166 / 1267] swiftsci-product
[1172 / 1284] SwiftExplain
[1183 / 1284] SwiftOptimize
[1192 / 1284] SwiftOptimize-product
[1201 / 1284] SwiftOptimize
[1205 / 1284] SwiftNLP
[1216 / 1284] SwiftNLP-product
[1221 / 1284] SwiftVisualization
[1226 / 1284] SwiftLLM
[1233 / 1285] MLX
[1237 / 1285] SwiftCluster
[1243 / 1285]
[1245 / 1285] SwiftExplain
[1256 / 1296] SwiftLLM
[1257 / 1296] SwiftLLM
[1267 / 1297]
[1269 / 1297] SwiftNLP
[1271 / 1297] SwiftLLM
[1273 / 1297] SwiftLLM
[1274 / 1297] SwiftAgent
[1284 / 1307] SwiftAgent
[1296 / 1309] SwiftAgent
[1299 / 1309] SwiftAgent-product
[1299 / 1309] SwiftSciBenchmarkWorker-product
[1310 / 1332] SwiftSciBenchmarks-product
[1311 / 1332] SwiftSciBenchmarkWorker-product
[1317 / 1332] SwiftSciBenchmarks-product
[1318 / 1332] SwiftSciBenchmarks-product
[1321 / 1332] SwiftSciBenchmarkWorker-product
[1322 / 1332] SwiftSciBenchmarkWorker-product
[1324 / 1332] AllExcludingTests
[1324 / 1332] SwiftSciBenchmarkWorker-product
[1326 / 1332] SwiftSciBenchmarkWorker-product
[1328 / 1332] SwiftSciBenchmarks-product
[1330 / 1332] SwiftSciBenchmarks-product
Build complete! (52.94 sec)
Fetching https://github.com/ml-explore/mlx-swift.git
Fetching https://github.com/swiftlang/swift-docc-plugin
Fetching https://github.com/google/flatbuffers.git
Fetching https://github.com/apple/swift-argument-parser.git
Fetching https://github.com/apache/arrow-swift.git
[1/2105] Fetching arrow-swift
[2/4450] Fetching arrow-swift, swift-docc-plugin
[2129/23460] Fetching arrow-swift, swift-docc-plugin, swift-argument-parser
[2509/40500] Fetching arrow-swift, swift-docc-plugin, swift-argument-parser, mlx-swift
[9676/139155] Fetching arrow-swift, swift-docc-plugin, swift-argument-parser, mlx-swift, flatbuffers
Fetched https://github.com/swiftlang/swift-docc-plugin (11.25s)
Fetched https://github.com/google/flatbuffers.git (11.25s)
Fetched https://github.com/ml-explore/mlx-swift.git (11.25s)
Fetched https://github.com/apple/swift-argument-parser.git (11.25s)
Fetched https://github.com/apache/arrow-swift.git (11.26s)
Computing version for https://github.com/ml-explore/mlx-swift.git
Computed https://github.com/ml-explore/mlx-swift.git at 0.31.6 (11.97s)
Fetching https://github.com/apple/swift-numerics
[1/6658] Fetching swift-numerics
Fetched https://github.com/apple/swift-numerics (1.65s)
Computing version for https://github.com/apache/arrow-swift.git
Computed https://github.com/apache/arrow-swift.git at 21.0.0 (2.29s)
Fetching https://github.com/apple/swift-atomics.git
[1/1885] Fetching swift-atomics
Fetched https://github.com/apple/swift-atomics.git (1.11s)
Computing version for https://github.com/google/flatbuffers.git
warning: 'flatbuffers': /Package.swift:23:11: warning: 'v11' is deprecated: iOS 15.0 is the oldest supported version [#DeprecatedDeclaration]
21 | name: "FlatBuffers",
22 | platforms: [
23 | .iOS(.v11),
| `- warning: 'v11' is deprecated: iOS 15.0 is the oldest supported version [#DeprecatedDeclaration]
24 | .macOS(.v10_14),
25 | ],
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
Computed https://github.com/google/flatbuffers.git at 25.2.10 (1.75s)
Computing version for https://github.com/apple/swift-atomics.git
Computed https://github.com/apple/swift-atomics.git at 1.3.1 (0.60s)
Computing version for https://github.com/apple/swift-numerics
Computed https://github.com/apple/swift-numerics at 1.1.1 (0.60s)
Computing version for https://github.com/swiftlang/swift-docc-plugin
Computed https://github.com/swiftlang/swift-docc-plugin at 1.5.0 (2.77s)
Fetching https://github.com/swiftlang/swift-docc-symbolkit
[1/3833] Fetching swift-docc-symbolkit
Fetched https://github.com/swiftlang/swift-docc-symbolkit (1.32s)
Computing version for https://github.com/swiftlang/swift-docc-symbolkit
Computed https://github.com/swiftlang/swift-docc-symbolkit at 1.0.0 (2.07s)
Computing version for https://github.com/apple/swift-argument-parser.git
Computed https://github.com/apple/swift-argument-parser.git at 1.8.2 (0.59s)
Creating working copy for https://github.com/apple/swift-argument-parser.git
Working copy of https://github.com/apple/swift-argument-parser.git resolved at 1.8.2
Creating working copy for https://github.com/apple/swift-atomics.git
Working copy of https://github.com/apple/swift-atomics.git resolved at 1.3.1
Creating working copy for https://github.com/swiftlang/swift-docc-symbolkit
Working copy of https://github.com/swiftlang/swift-docc-symbolkit resolved at 1.0.0
Creating working copy for https://github.com/google/flatbuffers.git
Working copy of https://github.com/google/flatbuffers.git resolved at 25.2.10
Creating working copy for https://github.com/apple/swift-numerics
Working copy of https://github.com/apple/swift-numerics resolved at 1.1.1
Creating working copy for https://github.com/ml-explore/mlx-swift.git
Working copy of https://github.com/ml-explore/mlx-swift.git resolved at 0.31.6
Creating working copy for https://github.com/swiftlang/swift-docc-plugin
Working copy of https://github.com/swiftlang/swift-docc-plugin resolved at 1.5.0
Creating working copy for https://github.com/apache/arrow-swift.git
Working copy of https://github.com/apache/arrow-swift.git resolved at 21.0.0
warning: 'flatbuffers': /Users/admin/builder/spi-builder-workspace/.build/checkouts/flatbuffers/Package.swift:23:11: warning: 'v11' is deprecated: iOS 15.0 is the oldest supported version [#DeprecatedDeclaration]
21 | name: "FlatBuffers",
22 | platforms: [
23 | .iOS(.v11),
| `- warning: 'v11' is deprecated: iOS 15.0 is the oldest supported version [#DeprecatedDeclaration]
24 | .macOS(.v10_14),
25 | ],
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
warning: missing creator for mutated node: ('/Users/admin/builder/spi-builder-workspace/.build/out/Products/Debug/mlx-swift_Cmlx.bundle/Contents/MacOS')
warning: missing creator for mutated node: ('/Users/admin/builder/spi-builder-workspace/.build/out/Products/Debug/SwiftSci_SwiftLLM.bundle/Contents/MacOS')
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/steel_attention.metal:6:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/kernels/steel_attention.h:3:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/attn.h:6:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/../../steel/attn/mma.h:11:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/../../steel/utils/integral_constant.h:108:6: warning: constexpr if is a C++17 extension [-Wc++17-extensions]
if constexpr (start < stop) {
^
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/steel_attention.metal:6:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/kernels/steel_attention.h:356:16: warning: constexpr if is a C++17 extension [-Wc++17-extensions]
if constexpr (is_bool) {
^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/kernels/steel_attention.h:426:14: warning: constexpr if is a C++17 extension [-Wc++17-extensions]
if constexpr (BD == 128) {
^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/kernels/steel_attention.h:436:14: warning: constexpr if is a C++17 extension [-Wc++17-extensions]
if constexpr (BD == 128) {
^
4 warnings generated.
Build complete.
{
"dependencies" : [
{
"identity" : "swift-argument-parser",
"requirement" : {
"range" : [
{
"lower_bound" : "1.3.0",
"upper_bound" : "2.0.0"
}
]
},
"type" : "sourceControl",
"url" : "https://github.com/apple/swift-argument-parser.git"
},
{
"identity" : "flatbuffers",
"requirement" : {
"exact" : [
"25.2.10"
]
},
"type" : "sourceControl",
"url" : "https://github.com/google/flatbuffers.git"
},
{
"identity" : "arrow-swift",
"requirement" : {
"range" : [
{
"lower_bound" : "21.0.0",
"upper_bound" : "22.0.0"
}
]
},
"type" : "sourceControl",
"url" : "https://github.com/apache/arrow-swift.git"
},
{
"identity" : "mlx-swift",
"requirement" : {
"exact" : [
"0.31.6"
]
},
"type" : "sourceControl",
"url" : "https://github.com/ml-explore/mlx-swift.git"
},
{
"identity" : "swift-docc-plugin",
"requirement" : {
"range" : [
{
"lower_bound" : "1.3.0",
"upper_bound" : "2.0.0"
}
]
},
"type" : "sourceControl",
"url" : "https://github.com/swiftlang/swift-docc-plugin"
}
],
"manifest_display_name" : "SwiftSci",
"name" : "SwiftSci",
"path" : "/Users/admin/builder/spi-builder-workspace",
"platforms" : [
{
"name" : "macos",
"version" : "14.0"
}
],
"products" : [
{
"name" : "SwiftDataFrame",
"targets" : [
"SwiftDataFrame"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftStats",
"targets" : [
"SwiftStats"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftPreprocessing",
"targets" : [
"SwiftPreprocessing"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftML",
"targets" : [
"SwiftML"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftCluster",
"targets" : [
"SwiftCluster"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftNLP",
"targets" : [
"SwiftNLP"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftOptimize",
"targets" : [
"SwiftOptimize"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftForecast",
"targets" : [
"SwiftForecast"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftLLM",
"targets" : [
"SwiftLLM"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftExplain",
"targets" : [
"SwiftExplain"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftVisualization",
"targets" : [
"SwiftVisualization"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftVision",
"targets" : [
"SwiftVision"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftDatabase",
"targets" : [
"SwiftDatabase"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "SwiftAgent",
"targets" : [
"SwiftAgent"
],
"type" : {
"library" : [
"automatic"
]
}
},
{
"name" : "swiftsci",
"targets" : [
"SwiftSciCLI"
],
"type" : {
"executable" : null
}
},
{
"name" : "SwiftSciBenchmarks",
"targets" : [
"SwiftSciBenchmarks"
],
"type" : {
"executable" : null
}
},
{
"name" : "SwiftSciBenchmarkWorker",
"targets" : [
"SwiftSciBenchmarkWorker"
],
"type" : {
"executable" : null
}
}
],
"targets" : [
{
"c99name" : "SwiftVisualizationTests",
"module_type" : "SwiftTarget",
"name" : "SwiftVisualizationTests",
"path" : "Tests/SwiftVisualizationTests",
"sources" : [
"EDAChartsTests.swift",
"SwiftSciChartViewTests.swift",
"SwiftVisualizationTests.swift"
],
"target_dependencies" : [
"SwiftVisualization"
],
"type" : "test"
},
{
"c99name" : "SwiftVisualization",
"module_type" : "SwiftTarget",
"name" : "SwiftVisualization",
"path" : "Sources/SwiftVisualization",
"product_memberships" : [
"SwiftVisualization",
"SwiftAgent",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftVisualization/SwiftVisualization.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"Native/SwiftSciChartView.swift",
"SwiftVisualization.swift"
],
"target_dependencies" : [
"SwiftDataFrame",
"SwiftStats"
],
"type" : "library"
},
{
"c99name" : "SwiftVisionTests",
"module_type" : "SwiftTarget",
"name" : "SwiftVisionTests",
"path" : "Tests/SwiftVisionTests",
"sources" : [
"CLIPProjectorTests.swift",
"NonMaximumSuppressionTests.swift",
"ONNXWeightReaderTests.swift",
"SwiftVisionTests.swift",
"UNetArchitectureTests.swift",
"YOLOComponentTests.swift",
"YOLOCoverageTests.swift",
"YOLOSegTests.swift",
"YOLOv8Tests.swift"
],
"target_dependencies" : [
"SwiftVision"
],
"type" : "test"
},
{
"c99name" : "SwiftVision",
"module_type" : "SwiftTarget",
"name" : "SwiftVision",
"path" : "Sources/SwiftVision",
"product_memberships" : [
"SwiftVision",
"SwiftAgent",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftVision/SwiftVision.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"CLIP/CLIPProjector.swift",
"ImageDataset.swift",
"UNet/UNetArchitecture.swift",
"YOLO/NonMaximumSuppression.swift",
"YOLO/ONNXWeightReader.swift",
"YOLO/YOLOBackbone.swift",
"YOLO/YOLOHead.swift",
"YOLO/YOLONeck.swift",
"YOLO/YOLOPreprocessor.swift",
"YOLO/YOLOSegHead.swift",
"YOLO/YOLOWeightLoader.swift"
],
"target_dependencies" : [
"SwiftDataFrame",
"SwiftML"
],
"type" : "library"
},
{
"c99name" : "SwiftStatsTests",
"module_type" : "SwiftTarget",
"name" : "SwiftStatsTests",
"path" : "Tests/SwiftStatsTests",
"sources" : [
"CenteredVarianceTests.swift",
"DataDriftTests.swift",
"DecimalANOVATests.swift",
"DotProductAccuracyTests.swift",
"FloatVarianceAndStdDevTests.swift",
"StatResultsTests.swift",
"StatsTests.swift",
"SurvivalAnalysisTests.swift"
],
"target_dependencies" : [
"SwiftStats"
],
"type" : "test"
},
{
"c99name" : "SwiftStats",
"module_type" : "SwiftTarget",
"name" : "SwiftStats",
"path" : "Sources/SwiftStats",
"product_memberships" : [
"SwiftStats",
"SwiftPreprocessing",
"SwiftML",
"SwiftCluster",
"SwiftNLP",
"SwiftOptimize",
"SwiftForecast",
"SwiftLLM",
"SwiftExplain",
"SwiftVisualization",
"SwiftVision",
"SwiftAgent",
"swiftsci",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftStats/SwiftStats.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"Core/CenteredMoments.swift",
"Core/CompensatedDotProduct.swift",
"Core/DotProductAccuracy.swift",
"Core/ExactDotProduct.swift",
"Core/Stats+Correlation.swift",
"Core/Stats+DecimalANOVA.swift",
"Core/Stats+Descriptive.swift",
"Core/Stats+HypothesisTesting.swift",
"Core/Stats+LinearAlgebra.swift",
"Drift/DataDrift.swift",
"Extensions/DataFrame+Stats.swift",
"Results/StatResults.swift",
"Stats.swift",
"Survival/SurvivalAnalysis.swift"
],
"target_dependencies" : [
"SwiftDataFrame"
],
"type" : "library"
},
{
"c99name" : "SwiftSciCLI",
"module_type" : "SwiftTarget",
"name" : "SwiftSciCLI",
"path" : "Sources/SwiftSciCLI",
"product_dependencies" : [
"ArgumentParser"
],
"product_memberships" : [
"swiftsci"
],
"sources" : [
"SwiftSciCLI.swift"
],
"target_dependencies" : [
"SwiftDataFrame",
"SwiftML"
],
"type" : "executable"
},
{
"c99name" : "SwiftSciBenchmarks",
"module_type" : "SwiftTarget",
"name" : "SwiftSciBenchmarks",
"path" : "Benchmarks/Swift",
"product_memberships" : [
"SwiftSciBenchmarks"
],
"sources" : [
"AccuracyBenchmarks.swift",
"BenchmarkDataLoader.swift",
"BenchmarkMain.swift",
"BenchmarkSuite.swift",
"DataFrameBenchmarks.swift",
"ExplainBenchmarks.swift",
"ExtensionBenchmarks.swift",
"ForecastBenchmarks.swift",
"LLMBenchmarks.swift",
"MLBenchmarks.swift",
"StatsBenchmarks.swift",
"VisionBenchmarks.swift"
],
"target_dependencies" : [
"SwiftDataFrame",
"SwiftStats",
"SwiftPreprocessing",
"SwiftML",
"SwiftCluster",
"SwiftNLP",
"SwiftOptimize",
"SwiftForecast",
"SwiftLLM",
"SwiftExplain",
"SwiftVision",
"SwiftDatabase",
"SwiftAgent",
"SwiftVisualization"
],
"type" : "executable"
},
{
"c99name" : "SwiftSciBenchmarkWorker",
"module_type" : "SwiftTarget",
"name" : "SwiftSciBenchmarkWorker",
"path" : "Benchmarks/Worker",
"product_dependencies" : [
"MLX",
"MLXNN"
],
"product_memberships" : [
"SwiftSciBenchmarkWorker"
],
"sources" : [
"APIWorkloads.swift",
"BoundarySweepWorkloads.swift",
"BoundaryWorkloads.swift",
"ControlledAPIWorkloads.swift",
"CoreWorkloads.swift",
"DataFrameSemanticWorkloads.swift",
"NeuralWorkloads.swift",
"NumericalWorkloads.swift",
"PublicWorkflows.swift",
"PublicWorkloads.swift",
"SearchExplainWorkloads.swift",
"SupervisedWorkloads.swift",
"SwiftClassifierWorkloads.swift",
"VisionWorkloads.swift",
"Worker.swift"
],
"target_dependencies" : [
"SwiftSciBenchmarkSupport",
"SwiftDataFrame",
"SwiftStats",
"SwiftPreprocessing",
"SwiftOptimize",
"SwiftNLP",
"SwiftDatabase",
"SwiftAgent",
"SwiftVision",
"SwiftML",
"SwiftCluster",
"SwiftForecast",
"SwiftExplain",
"SwiftLLM"
],
"type" : "executable"
},
{
"c99name" : "SwiftSciBenchmarkSupportTests",
"module_type" : "SwiftTarget",
"name" : "SwiftSciBenchmarkSupportTests",
"path" : "Tests/SwiftSciBenchmarkSupportTests",
"sources" : [
"ProtocolTests.swift"
],
"target_dependencies" : [
"SwiftSciBenchmarkSupport"
],
"type" : "test"
},
{
"c99name" : "SwiftSciBenchmarkSupport",
"module_type" : "SwiftTarget",
"name" : "SwiftSciBenchmarkSupport",
"path" : "Benchmarks/Support",
"product_memberships" : [
"SwiftSciBenchmarkWorker"
],
"sources" : [
"Protocol.swift"
],
"type" : "library"
},
{
"c99name" : "SwiftPreprocessingTests",
"module_type" : "SwiftTarget",
"name" : "SwiftPreprocessingTests",
"path" : "Tests/SwiftPreprocessingTests",
"sources" : [
"ColumnTransformerTests.swift",
"CompactScalerTests.swift",
"ConversionCompatibilityTests.swift",
"FrequencyEncoderTests.swift",
"HardwareRouterTests.swift",
"ImputerTests.swift",
"KBinsDiscretizerTests.swift",
"KNNImputerTests.swift",
"LabelEncoderMultiTypeTests.swift",
"LabelEncoderTests.swift",
"MinMaxScalerTests.swift",
"MissingValueIndicatorTests.swift",
"NormalizerTests.swift",
"OneHotEncoderTests.swift",
"OrdinalEncoderTests.swift",
"Phase2PreprocessingTests.swift",
"PipelineTests.swift",
"PolynomialFeaturesTests.swift",
"PowerTransformerTests.swift",
"PreparedPipelineTests.swift",
"PreprocessingNullSafetyTests.swift",
"Preprocessingv39Tests.swift",
"RobustScalerTests.swift",
"SMOTETests.swift",
"SparseMatrixTests.swift",
"StandardScalerTests.swift",
"TargetEncoderTests.swift",
"TrainTestSplitTests.swift"
],
"target_dependencies" : [
"SwiftPreprocessing"
],
"type" : "test"
},
{
"c99name" : "SwiftPreprocessing",
"module_type" : "SwiftTarget",
"name" : "SwiftPreprocessing",
"path" : "Sources/SwiftPreprocessing",
"product_dependencies" : [
"MLX"
],
"product_memberships" : [
"SwiftPreprocessing",
"SwiftML",
"SwiftCluster",
"SwiftNLP",
"SwiftOptimize",
"SwiftLLM",
"SwiftExplain",
"SwiftVision",
"SwiftAgent",
"swiftsci",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftPreprocessing/SwiftPreprocessing.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"Core/ColumnTransformer.swift",
"Core/DataFrame+Preprocessing.swift",
"Core/ExecutionDevice.swift",
"Core/FeatureEngineering.swift",
"Core/FeatureSelection.swift",
"Core/FrequencyEncoder.swift",
"Core/HardwareRouter.swift",
"Core/ImbalancedLearning.swift",
"Core/Imputer.swift",
"Core/KBinsDiscretizer.swift",
"Core/KNNImputer.swift",
"Core/LabelEncoder.swift",
"Core/MinMaxScaler.swift",
"Core/MissingValueIndicator.swift",
"Core/Normalizer.swift",
"Core/OneHotEncoder.swift",
"Core/OrdinalEncoder.swift",
"Core/Pipeline.swift",
"Core/PolynomialFeatures.swift",
"Core/PowerTransformer.swift",
"Core/PreprocessingTransformer.swift",
"Core/RobustScaler.swift",
"Core/SeededRandom.swift",
"Core/SparseMatrix.swift",
"Core/StandardScaler.swift",
"Core/StratifiedKFold.swift",
"Core/TargetEncoder.swift",
"Core/TrainTestSplit.swift",
"Core/WiredMemoryManager.swift",
"Core/WiredMemoryTicket.swift"
],
"target_dependencies" : [
"SwiftDataFrame",
"SwiftStats"
],
"type" : "library"
},
{
"c99name" : "SwiftOptimizeTests",
"module_type" : "SwiftTarget",
"name" : "SwiftOptimizeTests",
"path" : "Tests/SwiftOptimizeTests",
"sources" : [
"AutoMLTests.swift",
"ExtendedMetricsTests.swift",
"MetricsAndValidationTests.swift",
"RandomizedSearchCVTests.swift",
"TargetLeakageTests.swift",
"ValidationFoldsTests.swift"
],
"target_dependencies" : [
"SwiftOptimize"
],
"type" : "test"
},
{
"c99name" : "SwiftOptimize",
"module_type" : "SwiftTarget",
"name" : "SwiftOptimize",
"path" : "Sources/SwiftOptimize",
"product_memberships" : [
"SwiftOptimize",
"SwiftAgent",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftOptimize/SwiftOptimize.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"AutoML.swift",
"Metrics/Metrics.swift",
"Search/GridSearchCV.swift",
"Search/RandomizedSearchCV.swift",
"Validation/KFold.swift",
"Validation/TargetLeakageDetector.swift",
"Validation/ValidationFolds.swift"
],
"target_dependencies" : [
"SwiftDataFrame",
"SwiftML"
],
"type" : "library"
},
{
"c99name" : "SwiftNLPTests",
"module_type" : "SwiftTarget",
"name" : "SwiftNLPTests",
"path" : "Tests/SwiftNLPTests",
"sources" : [
"BPETokenizerTests.swift",
"ChatTemplateTests.swift",
"ColumnTextProfileTests.swift",
"CountVectorizerTests.swift",
"DataFrameNLPExtensionTests.swift",
"LexicalProfilerTests.swift",
"LocalEmbeddingEngineTests.swift",
"NGramHashingTests.swift",
"NLPExtensionsTests.swift",
"NLPv16Tests.swift",
"NLPv24Tests.swift",
"NLPv39Tests.swift",
"NaiveBayesClassifierTests.swift",
"TFIDFSparseAndCoverageTests.swift",
"TFIDFTests.swift",
"WordEmbeddingsTests.swift",
"WordNetTests.swift"
],
"target_dependencies" : [
"SwiftNLP"
],
"type" : "test"
},
{
"c99name" : "SwiftNLP",
"module_type" : "SwiftTarget",
"name" : "SwiftNLP",
"path" : "Sources/SwiftNLP",
"product_memberships" : [
"SwiftNLP",
"SwiftLLM",
"SwiftAgent",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftNLP/SwiftNLP.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"Classification/ComplementNaiveBayes.swift",
"Classification/ComplementNaiveBayesClassifier.swift",
"Classification/MultinomialNaiveBayes.swift",
"Classification/NaiveBayesClassifier.swift",
"Core/AppleLanguageDetector.swift",
"Core/AppleLemmaTagger.swift",
"Core/AppleNLEmbedding.swift",
"Core/AppleNamedEntityRecognizer.swift",
"Core/AppleWordTokenizer.swift",
"Core/BPETokenizer.swift",
"Core/ChatTemplate.swift",
"Core/CountVectorizer.swift",
"Core/DataFrame+NLP.swift",
"Core/HashingVectorizer.swift",
"Core/LocalEmbeddingEngine.swift",
"Core/NGramTokenizer.swift",
"Core/POSTagger.swift",
"Core/PorterStemmer.swift",
"Core/RegexTokenizer.swift",
"Core/SentenceTokenizer.swift",
"Core/TFIDFVectorizer.swift",
"Core/TextCleaner.swift",
"Core/Tokenizer.swift",
"Core/WordEmbeddings.swift",
"Errors/NLPError.swift",
"Extensions/SwiftCluster+NLP.swift",
"Extensions/SwiftExplain+NLP.swift",
"Extensions/SwiftLLM+NLP.swift",
"Extensions/SwiftML+NLP.swift",
"Metrics/ColumnTextProfile.swift",
"Metrics/CorpusLexicalProfiler.swift",
"Models/NamedEntity.swift",
"Sentiment/NLSentimentAnalyzer.swift",
"Sentiment/SentimentScore.swift",
"Sentiment/VADERLexicon.swift",
"Sentiment/VADERSentimentAnalyzer.swift",
"StopWords.swift",
"TextNormalizer.swift",
"WordNet/WordNet.swift"
],
"target_dependencies" : [
"SwiftDataFrame",
"SwiftML"
],
"type" : "library"
},
{
"c99name" : "SwiftMLTests",
"module_type" : "SwiftTarget",
"name" : "SwiftMLTests",
"path" : "Tests/SwiftMLTests",
"sources" : [
"CalibrationAndSurvivalTests.swift",
"ConcurrencyTests.swift",
"CoreMLExporterBinaryTests.swift",
"CoreMLPipelineTests.swift",
"DecisionTreeTests.swift",
"EarlyStoppingTests.swift",
"EstimatorPipelineTests.swift",
"ExporterTests.swift",
"HistGradientBoostingTests.swift",
"LinearRegressionTests.swift",
"LinearSVCTests.swift",
"LogisticRegressionTests.swift",
"MLPTests.swift",
"MLv16Tests.swift",
"ModelInterpretabilityTests.swift",
"MultiOutputTests.swift",
"NumericsTests.swift",
"OneVsRestClassifierTests.swift",
"Phase2MLTests.swift",
"Regression+RoutingTests.swift",
"SerializationDocTests.swift",
"SwiftSciErrorConsolidationTests.swift"
],
"target_dependencies" : [
"SwiftML"
],
"type" : "test"
},
{
"c99name" : "SwiftML",
"module_type" : "SwiftTarget",
"name" : "SwiftML",
"path" : "Sources/SwiftML",
"product_dependencies" : [
"MLX",
"MLXNN"
],
"product_memberships" : [
"SwiftML",
"SwiftNLP",
"SwiftOptimize",
"SwiftLLM",
"SwiftExplain",
"SwiftVision",
"SwiftAgent",
"swiftsci",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftML/SwiftML.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"Calibration/ProbabilityCalibration.swift",
"Core/CalibratedClassifier.swift",
"Core/DataFrame+ML.swift",
"Core/DatasetUtilities.swift",
"Core/DecisionTree.swift",
"Core/EarlyStopping.swift",
"Core/EstimatorPipeline.swift",
"Core/EstimatorProtocols.swift",
"Core/GradientBoosting.swift",
"Core/HistGradientBoosting.swift",
"Core/LinearRegression.swift",
"Core/LinearSVC.swift",
"Core/LinearSVCOneVsRest.swift",
"Core/LogisticRegression.swift",
"Core/MLP.swift",
"Core/ModelPersistence.swift",
"Core/Numerics.swift",
"Core/OneVsRestClassifier.swift",
"Core/RandomForest.swift",
"Losses/Losses.swift",
"MultiOutput/MultiLabelClassifier.swift",
"MultiOutput/MultiOutputRegressor.swift",
"Serialization/CoreMLExportable.swift",
"Serialization/CoreMLExporter.swift",
"Serialization/CoreMLProtobuf.swift",
"Serialization/ONNXExporter.swift",
"Serialization/ProtobufWriter.swift"
],
"target_dependencies" : [
"SwiftDataFrame",
"SwiftPreprocessing"
],
"type" : "library"
},
{
"c99name" : "SwiftLLMTests",
"module_type" : "SwiftTarget",
"name" : "SwiftLLMTests",
"path" : "Tests/SwiftLLMTests",
"sources" : [
"JSONGrammarDecoderTests.swift",
"KVCacheTests.swift",
"PagedKVCacheTests.swift",
"ParserTests.swift",
"QuantizedWeightsTests.swift",
"SamplerTests.swift",
"TransformerDecoderTests.swift"
],
"target_dependencies" : [
"SwiftLLM"
],
"type" : "test"
},
{
"c99name" : "SwiftLLM",
"module_type" : "SwiftTarget",
"name" : "SwiftLLM",
"path" : "Sources/SwiftLLM",
"product_dependencies" : [
"MLX",
"MLXNN"
],
"product_memberships" : [
"SwiftLLM",
"SwiftAgent",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftLLM/SwiftLLM.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"Core/GGUFParser.swift",
"Core/JSONGrammarDecoder.swift",
"Core/KVCache.swift",
"Core/LLMModel.swift",
"Core/PagedKVCache.swift",
"Core/QuantizedLinear.swift",
"Core/QuantizedTensor.swift",
"Core/RoPEEmbedding.swift",
"Core/SafeTensorsParser.swift",
"Core/Sampler.swift",
"Core/TransformerDecoder.swift"
],
"target_dependencies" : [
"SwiftNLP"
],
"type" : "library"
},
{
"c99name" : "SwiftForecastTests",
"module_type" : "SwiftTarget",
"name" : "SwiftForecastTests",
"path" : "Tests/SwiftForecastTests",
"sources" : [
"ARIMATests.swift",
"AnomalyDetectionTests.swift",
"AutoARIMATests.swift",
"DecompositionTests.swift",
"ETSTests.swift",
"ExponentialSmoothingTests.swift",
"GARCHTests.swift",
"KalmanFilterTests.swift",
"KoopmanOperatorTests.swift",
"SARIMATests.swift",
"TestHelpers.swift",
"TimeSeriesTransformersTests.swift"
],
"target_dependencies" : [
"SwiftForecast"
],
"type" : "test"
},
{
"c99name" : "SwiftForecast",
"module_type" : "SwiftTarget",
"name" : "SwiftForecast",
"path" : "Sources/SwiftForecast",
"product_memberships" : [
"SwiftForecast",
"SwiftAgent",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftForecast/SwiftForecast.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"Core/ARIMA.swift",
"Core/AnomalyDetection.swift",
"Core/AutoARIMA.swift",
"Core/ETSModel.swift",
"Core/ExponentialSmoothing.swift",
"Core/GARCHModel.swift",
"Core/KalmanFilter.swift",
"Core/KoopmanOperator.swift",
"Core/LAPACK+Wrapper.swift",
"Core/NelderMead.swift",
"Core/PiecewiseTrendDecomposition.swift",
"Core/SARIMAModel.swift",
"Core/TimeSeriesDecomposition.swift",
"Core/TimeSeriesTransformers.swift",
"Results/ForecastResults.swift",
"SwiftForecast.swift"
],
"target_dependencies" : [
"SwiftDataFrame",
"SwiftStats"
],
"type" : "library"
},
{
"c99name" : "SwiftExplainTests",
"module_type" : "SwiftTarget",
"name" : "SwiftExplainTests",
"path" : "Tests/SwiftExplainTests",
"sources" : [
"KernelSHAPTests.swift",
"SwiftExplainTestsRunner.swift"
],
"target_dependencies" : [
"SwiftExplain"
],
"type" : "test"
},
{
"c99name" : "SwiftExplain",
"module_type" : "SwiftTarget",
"name" : "SwiftExplain",
"path" : "Sources/SwiftExplain",
"product_memberships" : [
"SwiftExplain",
"SwiftAgent",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftExplain/SwiftExplain.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"Core/KernelSHAP.swift",
"Core/LIME.swift",
"Core/TreeSHAP.swift"
],
"target_dependencies" : [
"SwiftML",
"SwiftStats",
"SwiftPreprocessing"
],
"type" : "library"
},
{
"c99name" : "SwiftDatabaseTests",
"module_type" : "SwiftTarget",
"name" : "SwiftDatabaseTests",
"path" : "Tests/SwiftDatabaseTests",
"sources" : [
"DataFrameToSQLTests.swift",
"DatabaseCoverageTests.swift",
"IngestionAndSCRAMTests.swift",
"SwiftDatabaseTests.swift",
"WireProtocolMockTests.swift"
],
"target_dependencies" : [
"SwiftDatabase"
],
"type" : "test"
},
{
"c99name" : "SwiftDatabase",
"module_type" : "SwiftTarget",
"name" : "SwiftDatabase",
"path" : "Sources/SwiftDatabase",
"product_memberships" : [
"SwiftDatabase",
"SwiftAgent",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftDatabase/SwiftDatabase.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"DatabaseConnection.swift"
],
"target_dependencies" : [
"SwiftDataFrame"
],
"type" : "library"
},
{
"c99name" : "SwiftDataFrameTests",
"module_type" : "SwiftTarget",
"name" : "SwiftDataFrameTests",
"path" : "Tests/SwiftDataFrameTests",
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Tests/SwiftDataFrameTests/Fixtures/ParquetInterop",
"rule" : {
"copy" : {
}
}
}
],
"sources" : [
"AdaptiveDoubleSortingTests.swift",
"BoundedCompositeGroupingTests.swift",
"BoundedIntegerGroupingTests.swift",
"CSVColumnBuilderTests.swift",
"CSVFieldStorageTests.swift",
"CSVNullMatcherTests.swift",
"CSVNumericConversionTests.swift",
"CSVNumericNullFastPathTests.swift",
"CSVParallelScanTests.swift",
"CSVRecordIndexTests.swift",
"CachedNullPredicateTests.swift",
"CheckedIntegerSumTests.swift",
"ChunkedDataFrameTests.swift",
"ColumnNullCountTests.swift",
"CompactMutationTests.swift",
"CompensatedGroupingTests.swift",
"DataFrameAPIExtensionTests.swift",
"DataFrameArrowTests.swift",
"DataFrameFeatherIOTests.swift",
"DataFrameFilterTests.swift",
"DataFrameGroupByTests.swift",
"DataFrameIOTests.swift",
"DataFrameInitTests.swift",
"DataFrameNullSafetyTests.swift",
"DataFrameRelease35CoverageTests.swift",
"DataFrameSIMDFilterTests.swift",
"DataFrameSelectionTests.swift",
"DataFramev15Tests.swift",
"DataFramev16Tests.swift",
"DenseGroupingTests.swift",
"DescendingNullSortTests.swift",
"FastFilterTests.swift",
"FeatureConversionTests.swift",
"GatherWorkTests.swift",
"Int64GatherTests.swift",
"IntegerGroupTests.swift",
"LazyDataFrameTests.swift",
"ModalityTests.swift",
"NPYReaderTests.swift",
"NativeFloatFilterTests.swift",
"NativeIntegerOperationsTests.swift",
"NumericFilterDispatchTests.swift",
"NumericSortTests.swift",
"ParquetIOTests.swift",
"ParquetInteropTests.swift",
"PreparedMatrixTests.swift",
"PreparedNumericBatchTests.swift",
"SIMDJoinTests.swift",
"StructuredGroupingTests.swift",
"SystemsCSVParserTests.swift",
"TypedColumnCoverageTests.swift"
],
"target_dependencies" : [
"SwiftDataFrame"
],
"type" : "test"
},
{
"c99name" : "SwiftDataFrame",
"module_type" : "SwiftTarget",
"name" : "SwiftDataFrame",
"path" : "Sources/SwiftDataFrame",
"product_dependencies" : [
"Arrow",
"FlatBuffers"
],
"product_memberships" : [
"SwiftDataFrame",
"SwiftStats",
"SwiftPreprocessing",
"SwiftML",
"SwiftCluster",
"SwiftNLP",
"SwiftOptimize",
"SwiftForecast",
"SwiftLLM",
"SwiftExplain",
"SwiftVisualization",
"SwiftVision",
"SwiftDatabase",
"SwiftAgent",
"swiftsci",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftDataFrame/SwiftDataFrame.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"Columns/AnyColumn.swift",
"Columns/ColumnDType.swift",
"Columns/SupportedType.swift",
"Columns/TypedColumn.swift",
"Core/ChunkedDataFrame.swift",
"Core/DataFrame+Arrow.swift",
"Core/DataFrame+FastFilter.swift",
"Core/DataFrame+Join.swift",
"Core/DataFrame+Matrix.swift",
"Core/DataFrame+Modality.swift",
"Core/DataFrame+Pivot.swift",
"Core/DataFrame+SIMDJoin.swift",
"Core/DataFrame.swift",
"Core/DataFrameRow.swift",
"Core/GroupedDataFrame.swift",
"Core/PreparedNumericBatch.swift",
"Core/Schema.swift",
"DataFrame2.0/DataFrameVersion.swift",
"Errors/SwiftMLError.swift",
"IO/CSVColumnBuilder.swift",
"IO/CSVNullMatcher.swift",
"IO/CSVReadOptions.swift",
"IO/CSVReader.swift",
"IO/CSVRecordIndex.swift",
"IO/CSVWriter.swift",
"IO/FeatherReader.swift",
"IO/FeatherWriter.swift",
"IO/JSONReader.swift",
"IO/MemoryMappedReader.swift",
"IO/NPYReader.swift",
"IO/NPZReader.swift",
"IO/ParquetReader.swift",
"IO/ParquetWriter.swift",
"IO/SnappyDecompressor.swift",
"IO/SystemsCSVParser.swift",
"IO/ThriftCompactProtocol.swift",
"IO/VectorizedByteParsers.swift",
"Internal/ArrowDataBuffer.swift",
"Internal/ArrowTableBridge.swift",
"Internal/DataBuffer.swift",
"Lazy/LazyDataFrame.swift",
"Lazy/QueryPlan.swift"
],
"type" : "library"
},
{
"c99name" : "SwiftClusterTests",
"module_type" : "SwiftTarget",
"name" : "SwiftClusterTests",
"path" : "Tests/SwiftClusterTests",
"sources" : [
"DBSCANTests.swift",
"HNSWIndexTests.swift",
"KMeansTests.swift",
"OutlierDetectionTests.swift",
"PCA+RoutingTests.swift",
"PCATests.swift",
"RandomizedSVDTests.swift",
"SilhouetteScoreTests.swift",
"TSNETests.swift",
"VectorStoreTests.swift"
],
"target_dependencies" : [
"SwiftCluster",
"SwiftPreprocessing"
],
"type" : "test"
},
{
"c99name" : "SwiftCluster",
"module_type" : "SwiftTarget",
"name" : "SwiftCluster",
"path" : "Sources/SwiftCluster",
"product_dependencies" : [
"MLX"
],
"product_memberships" : [
"SwiftCluster",
"SwiftAgent",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftCluster/SwiftCluster.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"Core/ClusteringMetrics.swift",
"Core/DBSCAN.swift",
"Core/DataFrame+Cluster.swift",
"Core/KDTree.swift",
"Core/KMeans.swift",
"Core/OutlierDetection.swift",
"Core/PCA.swift",
"Core/SilhouetteScore.swift",
"Core/VectorStore.swift",
"Decomposition/RandomizedSVD.swift",
"Decomposition/TSNE.swift",
"Indexing/HNSWIndex.swift"
],
"target_dependencies" : [
"SwiftDataFrame",
"SwiftStats",
"SwiftPreprocessing"
],
"type" : "library"
},
{
"c99name" : "SwiftAgentTests",
"module_type" : "SwiftTarget",
"name" : "SwiftAgentTests",
"path" : "Tests/SwiftAgentTests",
"sources" : [
"MultiAgentOrchestratorTests.swift",
"ReActAgentTests.swift",
"SwiftAgentOmniTests.swift",
"SwiftAgentTests.swift"
],
"target_dependencies" : [
"SwiftAgent",
"SwiftDataFrame",
"SwiftStats",
"SwiftPreprocessing",
"SwiftML",
"SwiftCluster",
"SwiftOptimize",
"SwiftForecast",
"SwiftExplain",
"SwiftNLP",
"SwiftVision",
"SwiftDatabase",
"SwiftVisualization",
"SwiftLLM"
],
"type" : "test"
},
{
"c99name" : "SwiftAgent",
"module_type" : "SwiftTarget",
"name" : "SwiftAgent",
"path" : "Sources/SwiftAgent",
"product_memberships" : [
"SwiftAgent",
"SwiftSciBenchmarks",
"SwiftSciBenchmarkWorker"
],
"resources" : [
{
"path" : "/Users/admin/builder/spi-builder-workspace/Sources/SwiftAgent/SwiftAgent.docc",
"rule" : {
"process" : {
}
}
}
],
"sources" : [
"AgentDialogueController.swift",
"AgentMemory.swift",
"AgentStreamEvent.swift",
"AgentToolV2.swift",
"MultiAgentOrchestrator.swift",
"ReActAgent.swift",
"SwiftAgentEvaluator.swift",
"SwiftSciToolbox.swift"
],
"target_dependencies" : [
"SwiftDataFrame",
"SwiftStats",
"SwiftPreprocessing",
"SwiftML",
"SwiftCluster",
"SwiftOptimize",
"SwiftForecast",
"SwiftExplain",
"SwiftNLP",
"SwiftVision",
"SwiftDatabase",
"SwiftVisualization",
"SwiftLLM"
],
"type" : "library"
}
],
"tools_version" : "6.0"
}
Done.