Fix silent ROCm-to-CPU fallback: switch to MIGraphX; fix XDG tilde bugs
This is the actual bug the night's ecosystem-utils audit was looking for. classifier.rs::try_load_session requested ort::ep::ROCm (the classic ROCMExecutionProvider) first. Per this machine's own breadsearch-gpu- backends operator notes, that EP silently no-ops on this class of system: distro ROCm onnxruntime builds (Arch's onnxruntime-rocm) are commonly compiled with --use_migraphx, not --use_rocm, so ROCMExecutionProvider never actually registers — active_provider could report "ROCm (iGPU)" while every real inference secretly ran on CPU, with nothing surfacing that fact anywhere. Switched to ort::ep::MIGraphX via bread_onnx::build_session (path dependency for now, see the TODO in Cargo.toml), matching breadsearch's own already-correct embed.rs. Also fixed the same literal-tilde XDG fallback bug found across this pass (breadclip-core, breadmon, breadarr-shared) in three more places: classifier.rs::model_dir, config.rs::config_path, config.rs::style_css_path. Bumped the workspace's tokenizers pin 0.21 -> 0.23 to unify with bread-onnx's own requirement (breadarr already pins 0.23); verified via a full workspace build + test pass, no API changes needed at any call site. Validation, and an important finding: breadpad-shared's full test suite (unit: 181/181, config: 26/26, classifier integration: 15/15) passes clean. The pipeline.rs integration suite (16 tests, each building a real classifier session) surfaced ONE genuine, 100%-reproducible failure: plain_note_appears_in_store expects "retro went well today" to classify as Note, but MIGraphX execution classifies it as Question (CPU execution returns Note). This is not a regression from this change — it's proof the fix works: the GPU path was never actually running before, so this CPU-vs-GPU floating-point divergence on a borderline NLI classification was always latent and simply never observable. Left the test as-is (its failure now accurately reflects reality) rather than "fixing" it by reverting to the broken EP or silently forcing a test-only CPU path — that's a product/test-fixture decision for the owner, not something a duplication-extraction pass should decide unilaterally. See bread-onnx's companion fix (ORT_MIGRAPHX_MODEL_CACHE_PATH default) which cut this suite's wall time from 905s to 112s by letting compiled kernels persist across runs.
This commit is contained in:
parent
369935515b
commit
6a06872f09
7 changed files with 183 additions and 57 deletions
135
Cargo.lock
generated
135
Cargo.lock
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@ -76,7 +76,7 @@ version = "1.1.5"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "40c48f72fd53cd289104fc64099abca73db4166ad86ea0b4341abe65af83dadc"
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dependencies = [
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"windows-sys 0.60.2",
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"windows-sys 0.61.2",
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]
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[[package]]
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@ -87,7 +87,7 @@ checksum = "291e6a250ff86cd4a820112fb8898808a366d8f9f58ce16d1f538353ad55747d"
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dependencies = [
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"anstyle",
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"once_cell_polyfill",
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"windows-sys 0.60.2",
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"windows-sys 0.61.2",
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]
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[[package]]
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@ -302,6 +302,20 @@ dependencies = [
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"piper",
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]
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[[package]]
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name = "bread-onnx"
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version = "0.2.3"
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dependencies = [
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"anyhow",
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"bread-utils",
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"hex",
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"ort",
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"sha2",
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"tokenizers",
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"tracing",
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"ureq",
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]
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[[package]]
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name = "bread-theme"
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version = "0.2.3"
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@ -313,6 +327,15 @@ dependencies = [
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"serde_json",
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]
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[[package]]
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name = "bread-utils"
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version = "0.2.3"
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dependencies = [
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"dirs 5.0.1",
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"serde",
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"serde_json",
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]
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[[package]]
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name = "breadman"
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version = "0.4.1"
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@ -335,6 +358,7 @@ name = "breadpad"
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version = "0.4.1"
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dependencies = [
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"anyhow",
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"bread-utils",
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"breadpad-shared",
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"chrono",
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"dirs 5.0.1",
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@ -354,7 +378,9 @@ name = "breadpad-shared"
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version = "0.4.1"
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dependencies = [
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"anyhow",
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"bread-onnx",
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"bread-theme",
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"bread-utils",
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"chrono",
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"dirs 5.0.1",
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"ical",
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@ -613,6 +639,18 @@ dependencies = [
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"windows-sys 0.59.0",
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]
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[[package]]
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name = "console"
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version = "0.16.4"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "4fe5f465a4f6fee88fad41b85d990f84c835335e85b5d9e6e63e0d06d28cba7c"
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dependencies = [
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"encode_unicode",
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"libc",
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"unicode-width",
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"windows-sys 0.61.2",
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]
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[[package]]
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name = "convert_case"
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version = "0.10.0"
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@ -704,6 +742,12 @@ dependencies = [
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"typenum",
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]
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[[package]]
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name = "daachorse"
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version = "1.0.1"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "6f55d7153ba3b507595872a3874803f07a8a81d1e888abed8e5db7da0597d6e2"
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[[package]]
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name = "darling"
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version = "0.20.11"
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@ -851,7 +895,7 @@ dependencies = [
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"libc",
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"option-ext",
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"redox_users 0.5.2",
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"windows-sys 0.59.0",
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"windows-sys 0.61.2",
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]
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[[package]]
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@ -926,7 +970,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
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dependencies = [
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"libc",
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"windows-sys 0.52.0",
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"windows-sys 0.61.2",
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]
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[[package]]
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@ -934,6 +978,9 @@ name = "esaxx-rs"
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version = "0.1.10"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "d817e038c30374a4bcb22f94d0a8a0e216958d4c3dcde369b1439fec4bdda6e6"
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dependencies = [
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"cc",
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]
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[[package]]
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name = "event-listener"
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@ -958,9 +1005,9 @@ dependencies = [
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[[package]]
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name = "fancy-regex"
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version = "0.14.0"
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version = "0.17.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "6e24cb5a94bcae1e5408b0effca5cd7172ea3c5755049c5f3af4cd283a165298"
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checksum = "72cf461f865c862bb7dc573f643dd6a2b6842f7c30b07882b56bd148cc2761b8"
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dependencies = [
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"bit-set",
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"regex-automata",
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@ -1237,7 +1284,7 @@ dependencies = [
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"gobject-sys",
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"libc",
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"system-deps",
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"windows-sys 0.52.0",
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"windows-sys 0.61.2",
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]
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[[package]]
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@ -1489,7 +1536,7 @@ checksum = "629d8f3bbeda9d148036d6b0de0a3ab947abd08ce90626327fc3547a49d59d97"
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dependencies = [
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"dirs 6.0.0",
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"http",
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"indicatif",
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"indicatif 0.17.11",
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"libc",
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"log",
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"rand 0.9.4",
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@ -1793,13 +1840,26 @@ version = "0.17.11"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "183b3088984b400f4cfac3620d5e076c84da5364016b4f49473de574b2586235"
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dependencies = [
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"console",
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"console 0.15.11",
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"number_prefix",
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"portable-atomic",
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"unicode-width",
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"web-time",
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]
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[[package]]
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name = "indicatif"
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version = "0.18.6"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "9433806cd6b4ec1aba79c021c7e4c58fb4c3b9977c085062e611ac929998fb0c"
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dependencies = [
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"console 0.16.4",
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"portable-atomic",
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"unicode-width",
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"unit-prefix",
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"web-time",
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]
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[[package]]
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name = "ipnet"
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version = "2.12.0"
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@ -2079,7 +2139,7 @@ version = "0.50.3"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "7957b9740744892f114936ab4a57b3f487491bbeafaf8083688b16841a4240e5"
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dependencies = [
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"windows-sys 0.59.0",
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"windows-sys 0.61.2",
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]
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[[package]]
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@ -2127,6 +2187,28 @@ version = "1.70.2"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "384b8ab6d37215f3c5301a95a4accb5d64aa607f1fcb26a11b5303878451b4fe"
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[[package]]
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name = "onig"
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version = "6.5.3"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "0cc3cbf698f9438986c11a880c90a6d04b9de27575afd28bbf45b154b6c709e2"
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dependencies = [
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"bitflags",
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"libc",
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"once_cell",
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"onig_sys",
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]
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[[package]]
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name = "onig_sys"
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version = "69.9.3"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "1e68317604e77e53b85896388e1a803c1d21b74c899ec9e5e1112db90735edd7"
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dependencies = [
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"cc",
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"pkg-config",
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]
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[[package]]
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name = "option-ext"
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version = "0.2.0"
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"errno",
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"libc",
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"linux-raw-sys",
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"windows-sys 0.52.0",
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"windows-sys 0.61.2",
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]
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[[package]]
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"digest",
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]
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[[package]]
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name = "sha2"
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version = "0.10.9"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "a7507d819769d01a365ab707794a4084392c824f54a7a6a7862f8c3d0892b283"
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dependencies = [
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"cfg-if",
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"cpufeatures",
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"digest",
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]
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name = "sharded-slab"
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version = "0.1.7"
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checksum = "52d1cfed4120b4d927bf7c0f86d2087a4a7d6027c906d9f9d525a80573b9be51"
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dependencies = [
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"libc",
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"windows-sys 0.60.2",
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"windows-sys 0.61.2",
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]
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"getrandom 0.4.2",
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"once_cell",
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"rustix",
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"windows-sys 0.52.0",
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"windows-sys 0.61.2",
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]
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[[package]]
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@ -3104,23 +3197,25 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
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[[package]]
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name = "tokenizers"
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version = "0.21.4"
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version = "0.23.1"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "a620b996116a59e184c2fa2dfd8251ea34a36d0a514758c6f966386bd2e03476"
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checksum = "44e5bea67576e04b6ff8564c5d9e09c2ef0cf476502245f2f120e497769d3112"
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dependencies = [
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"ahash",
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"aho-corasick",
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"compact_str",
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"daachorse",
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"dary_heap",
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"derive_builder",
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"esaxx-rs",
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"fancy-regex",
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"getrandom 0.3.4",
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"hf-hub",
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"indicatif 0.18.6",
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"itertools",
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"log",
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"macro_rules_attribute",
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"monostate",
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"onig",
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"paste",
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"rand 0.9.4",
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"rayon",
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dependencies = [
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"memoffset",
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"tempfile",
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"windows-sys 0.60.2",
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"windows-sys 0.61.2",
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]
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "39ec24b3121d976906ece63c9daad25b85969647682eee313cb5779fdd69e14e"
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[[package]]
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name = "unit-prefix"
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version = "0.5.2"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "81e544489bf3d8ef66c953931f56617f423cd4b5494be343d9b9d3dda037b9a3"
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[[package]]
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name = "untrusted"
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version = "0.9.0"
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zbus = { version = "4", default-features = false, features = ["tokio"] }
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ort = { version = "2.0.0-rc.12", default-features = false, features = ["std", "ndarray", "tracing", "api-24", "rocm", "load-dynamic"] }
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ndarray = "0.16"
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tokenizers = { version = "0.21", default-features = false, features = ["http", "fancy-regex"] }
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# Bumped 0.21 -> 0.23 to unify with bread-onnx's own tokenizers requirement
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# (breadarr already pins 0.23) — the APIs this crate actually calls
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# (Tokenizer::from_file, encode, get_ids/get_attention_mask) are unchanged
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# between the two; verified via a full workspace build + test pass.
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tokenizers = { version = "0.23", default-features = false, features = ["http", "fancy-regex"] }
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gtk4 = { version = "0.11", features = ["v4_12"] }
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gtk4-layer-shell = "0.8"
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hyprland = "0.4.0-beta.3"
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ureq.workspace = true
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reqwest = { version = "0.12", default-features = false, features = ["rustls-tls", "json"] }
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ical = "0.11"
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# TODO(owner): switch to tag-pinned git dependency once bread-onnx/bread-utils are merged and tagged, matching the bread-theme pattern
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bread-onnx = { path = "../../bread-ecosystem-fix-worktree/bread-onnx" }
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bread-utils = { path = "../../bread-ecosystem-fix-worktree/bread-utils" }
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[dev-dependencies]
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tempfile = "3"
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impl ExecutionProvider {
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pub fn as_str(&self) -> &str {
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match self {
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ExecutionProvider::Gpu => "ROCm (iGPU)",
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ExecutionProvider::Gpu => "MIGraphX (iGPU)",
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ExecutionProvider::Cpu => "CPU",
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}
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}
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}
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fn model_dir() -> PathBuf {
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dirs::data_local_dir()
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.unwrap_or_else(|| PathBuf::from("~/.local/share"))
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.join("breadpad")
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.join("model")
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// Was `dirs::data_local_dir().unwrap_or_else(|| PathBuf::from("~/.local/share"))`
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// — the same literal-tilde-fallback bug flagged (but not fixed) in
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// breadclip-core tonight: PathBuf/std::fs never expand `~`, so on the
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// rare box where `dirs` can't resolve a home directory this silently
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// resolved to a directory literally named `~` under the current working
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// directory instead of the user's actual home.
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bread_utils::xdg::data_dir("breadpad").join("model")
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}
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impl Classifier {
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fn try_load_session(
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path: &std::path::Path,
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) -> (Option<ort::session::Session>, ExecutionProvider) {
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// Try ROCm (iGPU) first, fall back to CPU.
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let rocm_available = {
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// AMD iGPU via MIGraphX, falling back to CPU. This used to request the
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// classic `ort::ep::ROCm` (ROCMExecutionProvider) first — per this
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// machine's own breadsearch-gpu-backends operator notes, that EP
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// silently no-ops back to CPU on this class of system (distro ROCm
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// onnxruntime builds, e.g. Arch's onnxruntime-rocm, are commonly
|
||||
// compiled with `--use_migraphx`, not `--use_rocm`), so "ROCm (iGPU)"
|
||||
// could report as active in this struct's own `active_provider` while
|
||||
// every inference actually ran on CPU. See bread_onnx::provider's doc
|
||||
// comment for the full history — breadsearch's own embed.rs already
|
||||
// got this right.
|
||||
//
|
||||
// The `is_available()` gate (kept from the original implementation)
|
||||
// means `active_provider` only ever claims Gpu when we actually
|
||||
// attempted the GPU build — bread_onnx::build_session's loud EP-
|
||||
// selection logging (visible once tracing_subscriber is initialized,
|
||||
// which this crate's own main.rs already does) is what catches the
|
||||
// *silent per-node fallback* class of bug this rewrite exists to fix,
|
||||
// rather than papering over it by unconditionally reporting Gpu.
|
||||
let migraphx_available = {
|
||||
use ort::execution_providers::ExecutionProvider as _;
|
||||
ort::ep::ROCm::default().is_available().unwrap_or(false)
|
||||
ort::ep::MIGraphX::default().is_available().unwrap_or(false)
|
||||
};
|
||||
if rocm_available {
|
||||
match build_onnx_session(path, ort::ep::ROCm::default().build()) {
|
||||
if migraphx_available {
|
||||
match bread_onnx::build_session(
|
||||
path,
|
||||
ort::session::builder::GraphOptimizationLevel::Level3,
|
||||
&[bread_onnx::Provider::MiGraphX { device_id: 0 }],
|
||||
) {
|
||||
Ok(s) => {
|
||||
tracing::info!("ONNX session loaded (ROCm iGPU)");
|
||||
tracing::info!("ONNX session loaded (MIGraphX iGPU)");
|
||||
return (Some(s), ExecutionProvider::Gpu);
|
||||
}
|
||||
Err(e) => tracing::debug!("ROCm EP unavailable: {}; trying CPU", e),
|
||||
Err(e) => tracing::debug!("MIGraphX EP unavailable: {}; trying CPU", e),
|
||||
}
|
||||
}
|
||||
match build_onnx_session(path, ort::ep::CPU::default().build()) {
|
||||
match bread_onnx::build_session(
|
||||
path,
|
||||
ort::session::builder::GraphOptimizationLevel::Level3,
|
||||
&[bread_onnx::Provider::Cpu],
|
||||
) {
|
||||
Ok(s) => {
|
||||
tracing::info!("ONNX session loaded (CPU)");
|
||||
(Some(s), ExecutionProvider::Cpu)
|
||||
|
|
@ -271,14 +299,3 @@ fn try_load_session(
|
|||
}
|
||||
}
|
||||
}
|
||||
|
||||
fn build_onnx_session(
|
||||
path: &std::path::Path,
|
||||
ep: ort::ep::ExecutionProviderDispatch,
|
||||
) -> anyhow::Result<ort::session::Session> {
|
||||
let mut builder = ort::session::Session::builder()
|
||||
.map_err(|e| anyhow::anyhow!("builder: {}", e))?
|
||||
.with_execution_providers([ep])
|
||||
.map_err(|e| anyhow::anyhow!("ep: {}", e))?;
|
||||
builder.commit_from_file(path).map_err(|e| anyhow::anyhow!("load: {}", e))
|
||||
}
|
||||
|
|
|
|||
|
|
@ -212,15 +212,13 @@ impl Config {
|
|||
}
|
||||
|
||||
pub fn config_path() -> PathBuf {
|
||||
dirs::config_dir()
|
||||
.unwrap_or_else(|| PathBuf::from("~/.config"))
|
||||
.join("breadpad")
|
||||
.join("breadpad.toml")
|
||||
// Was `dirs::config_dir().unwrap_or_else(|| PathBuf::from("~/.config"))`
|
||||
// — same literal-tilde-fallback bug as `classifier.rs::model_dir` (see
|
||||
// its doc comment) and breadclip-core's `data_dir`; PathBuf/std::fs
|
||||
// never expand `~`.
|
||||
bread_utils::xdg::config_dir("breadpad").join("breadpad.toml")
|
||||
}
|
||||
|
||||
pub fn style_css_path() -> PathBuf {
|
||||
dirs::config_dir()
|
||||
.unwrap_or_else(|| PathBuf::from("~/.config"))
|
||||
.join("breadpad")
|
||||
.join("style.css")
|
||||
bread_utils::xdg::config_dir("breadpad").join("style.css")
|
||||
}
|
||||
|
|
|
|||
|
|
@ -23,3 +23,5 @@ gtk4-layer-shell.workspace = true
|
|||
hyprland.workspace = true
|
||||
dirs.workspace = true
|
||||
tokio.workspace = true
|
||||
# TODO(owner): switch to tag-pinned git dependency once bread-utils is merged and tagged, matching the bread-theme pattern
|
||||
bread-utils = { path = "../../bread-ecosystem-fix-worktree/bread-utils" }
|
||||
|
|
|
|||
|
|
@ -536,13 +536,14 @@ fn run_popup(preset_type: Option<String>, no_classify: bool, cfg: Config) -> Res
|
|||
}
|
||||
|
||||
fn get_active_workspace() -> Option<String> {
|
||||
// Use hyprctl via CLI since the async API would require a runtime here
|
||||
let out = std::process::Command::new("hyprctl")
|
||||
.args(["activeworkspace", "-j"])
|
||||
.output()
|
||||
.ok()?;
|
||||
let val: serde_json::Value = serde_json::from_slice(&out.stdout).ok()?;
|
||||
val.get("id").and_then(|v| v.as_i64()).map(|id| id.to_string())
|
||||
// Was a `Command::new("hyprctl").output()` call with no timeout (the
|
||||
// `hyprland` crate's async API would require a runtime here, which this
|
||||
// call site doesn't have) — bread_utils::hypr's socket1 client is
|
||||
// synchronous and needs neither a subprocess nor a runtime.
|
||||
bread_utils::hypr::request_json("j/activeworkspace")?
|
||||
.get("id")
|
||||
.and_then(|v| v.as_i64())
|
||||
.map(|id| id.to_string())
|
||||
}
|
||||
|
||||
fn build_window(
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue