feat(discovery): AI tagging, semantic search, similarity, duplicate finder, folder management
Adds a full discovery and organisation layer to the gallery.
## AI Tagger
- WD tagger (ONNX via ort) with DirectML/CPU acceleration
- Per-image and per-folder tag queuing; configurable batch size and
confidence threshold; model downloaded on first use via ureq/zip
- Tags stored with source ('ai' | 'user'); user tags are never
overwritten by AI; AI tags protected from accidental promotion
- Tagger pause/resume per folder; in-flight batches discarded cleanly
on pause or cancellation without leaving jobs stuck in processing
## Semantic & Tag Search
- CLIP text-query embedding via candle (HuggingFace hub model)
- Progressive candidate doubling with filter post-processing so
folder/rating/media-kind filters do not silently under-return results
- Tag search with DB-backed pagination (offset + COUNT total)
- Filename search unchanged; prefix syntax: s:, t:, f: in search bar
## Similarity Search
- HNSW in-memory index (hnsw_rs) with monotonic embedding_revision
counter for cache invalidation; build_index retries if a concurrent
write advances the revision during construction
- Folder-scoped similar search uses brute-force cosine scan (no k limit)
- Region-based similarity: crop an arbitrary rectangle in the lightbox,
embed it with CLIP, find the nearest images globally or within folder
- Pagination for both similar and region results; scope toggle
(all media / current folder) re-runs the query without reopening image
## Duplicate Finder
- Three-phase detection: stat (size) → sample hash (4×16 KB windows)
→ full-file hash (xxh3, large files only) to eliminate false positives
- Filesystem-first deletion: only removes DB rows for files successfully
deleted from disk; failed files remain visible for retry
- Persisted scan cache (SQLite) with invalidation on reindex and deletion;
both global and per-folder scopes invalidated after any deletion
## Tag Cloud & Explore
- Visual cluster explore: k-means over CLIP embeddings, configurable k,
representative thumbnail per cluster; cache keyed on xxh3 of embedding set
- Tag explore: ranked tag list with image counts and representative
thumbnail per tag; invalidated when AI tagging completes or folder removed
- Tag autocomplete for search bar
## Folder Management
- Inline rename (display name only, not OS rename)
- Relocate: file-picker to update folder path; all image paths rewritten
using SUBSTR prefix replacement to avoid corrupting paths that contain
the folder name as a substring
- Missing-folder recovery banner: Locate or Remove, never silent deletion
- Right-click context menu on sidebar items: Reindex, Rename, Locate,
Remove; hover buttons preserved alongside context menu
## Background Tasks
- Per-folder progress panel with embedding, tagging, caption, and
thumbnail stage breakdown
- Retry button per task for failed embeddings and tagging jobs
- Completed-task notifications (system tray via tauri-plugin-notification)
- Scan errors shown inline; WalkDir permission errors protect existing
records from deletion rather than cascading data loss
## Backend correctness
- sqlite-vec DML performed outside transactions throughout (virtual-table
limitation); embedding revision incremented on delete as well as insert
- Tagging job discard checks status = 'processing' so paused jobs reset
to 'pending' are also skipped, not just cancelled ones
- Stale async responses in Lightbox guarded with cancellation flags and
currentImageIdRef for both tag-load and tag-add callbacks
- Duplicate cache cleared on reindex; folder-removal clears vector rows
outside transaction before deleting the folder row
This commit was merged in pull request #8.
This commit is contained in:
Generated
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|
||||
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||||
"num-complex",
|
||||
"num-integer",
|
||||
"num-traits",
|
||||
"portable-atomic",
|
||||
"portable-atomic-util",
|
||||
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||||
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|
||||
|
||||
[[package]]
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||||
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@@ -3298,6 +3578,18 @@ version = "1.0.6"
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||||
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||||
|
||||
[[package]]
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||||
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|
||||
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||||
@@ -3314,6 +3606,20 @@ dependencies = [
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||||
"minimal-lexical",
|
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||||
[[package]]
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||||
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||||
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||||
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||||
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|
||||
"serde",
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||||
"tauri-winrt-notification",
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||||
"zbus",
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||||
]
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||||
|
||||
[[package]]
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||||
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||||
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||||
@@ -3576,6 +3882,12 @@ version = "1.21.4"
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||||
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||||
[[package]]
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||||
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||||
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||||
@@ -3670,6 +3982,31 @@ dependencies = [
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||||
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||||
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||||
[[package]]
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
|
||||
[[package]]
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||||
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||||
dependencies = [
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||||
"hmac-sha256",
|
||||
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||||
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||||
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|
||||
|
||||
[[package]]
|
||||
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|
||||
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||||
@@ -3947,11 +4284,15 @@ dependencies = [
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||||
"candle-nn",
|
||||
"candle-transformers",
|
||||
"chrono",
|
||||
"csv",
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||||
"fast_image_resize",
|
||||
"ffmpeg-sidecar",
|
||||
"hf-hub",
|
||||
"hnsw_rs",
|
||||
"image",
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||||
"log",
|
||||
"memmap2",
|
||||
"ort",
|
||||
"r2d2",
|
||||
"r2d2_sqlite",
|
||||
"rayon",
|
||||
@@ -3964,12 +4305,15 @@ dependencies = [
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||||
"tauri-build",
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||||
"tauri-plugin-dialog",
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||||
"tauri-plugin-fs",
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||||
"tauri-plugin-notification",
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||||
"tauri-plugin-opener",
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||||
"tokenizers",
|
||||
"tokio",
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||||
"ureq",
|
||||
"uuid",
|
||||
"walkdir",
|
||||
"xxhash-rust",
|
||||
"zip 4.6.1",
|
||||
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||||
|
||||
[[package]]
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@@ -4009,7 +4353,7 @@ checksum = "740ebea15c5d1428f910cd1a5f52cebf8d25006245ed8ade92702f4943d91e07"
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||||
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"serde",
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@@ -4060,6 +4404,15 @@ version = "1.13.1"
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||||
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[[package]]
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||||
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|
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|
||||
|
||||
[[package]]
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||||
name = "potential_utf"
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||||
@@ -4217,6 +4570,15 @@ version = "2.0.1"
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||||
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||||
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[[package]]
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||||
dependencies = [
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||||
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|
||||
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|
||||
|
||||
[[package]]
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||||
name = "quick-xml"
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||||
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||||
@@ -4421,6 +4783,12 @@ version = "0.6.2"
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||||
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[[package]]
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||||
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||||
|
||||
[[package]]
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||||
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|
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|
||||
@@ -5684,6 +6052,25 @@ dependencies = [
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||||
"url",
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||||
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|
||||
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||||
[[package]]
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||||
name = "tauri-plugin-notification"
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||||
dependencies = [
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||||
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||||
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||||
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|
||||
"tauri-plugin",
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||||
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|
||||
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||||
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||||
|
||||
[[package]]
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||||
name = "tauri-plugin-opener"
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||||
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||||
@@ -5806,6 +6193,18 @@ dependencies = [
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||||
"toml 0.9.12+spec-1.1.0",
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||||
]
|
||||
|
||||
[[package]]
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||||
dependencies = [
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||||
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||||
"thiserror 2.0.18",
|
||||
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|
||||
"windows-version",
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||||
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|
||||
|
||||
[[package]]
|
||||
name = "tempfile"
|
||||
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||||
@@ -6473,6 +6872,12 @@ version = "1.0.4"
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||||
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||||
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||||
|
||||
[[package]]
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||||
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||||
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||||
|
||||
[[package]]
|
||||
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|
||||
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|
||||
@@ -6836,6 +7241,12 @@ dependencies = [
|
||||
"winsafe",
|
||||
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|
||||
|
||||
[[package]]
|
||||
name = "widestring"
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||||
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||||
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|
||||
|
||||
[[package]]
|
||||
name = "winapi"
|
||||
version = "0.3.9"
|
||||
@@ -6882,6 +7293,15 @@ dependencies = [
|
||||
"windows-version",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "windows"
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||||
version = "0.48.0"
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||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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||||
dependencies = [
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||||
]
|
||||
|
||||
[[package]]
|
||||
name = "windows"
|
||||
version = "0.61.3"
|
||||
@@ -7134,6 +7554,21 @@ dependencies = [
|
||||
"windows_x86_64_msvc 0.42.2",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "windows-targets"
|
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version = "0.48.5"
|
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source = "registry+https://github.com/rust-lang/crates.io-index"
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||||
checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c"
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||||
dependencies = [
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"windows_aarch64_gnullvm 0.48.5",
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||||
"windows_aarch64_msvc 0.48.5",
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||||
"windows_i686_gnu 0.48.5",
|
||||
"windows_i686_msvc 0.48.5",
|
||||
"windows_x86_64_gnu 0.48.5",
|
||||
"windows_x86_64_gnullvm 0.48.5",
|
||||
"windows_x86_64_msvc 0.48.5",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "windows-targets"
|
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version = "0.52.6"
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||||
@@ -7200,6 +7635,12 @@ version = "0.42.2"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "597a5118570b68bc08d8d59125332c54f1ba9d9adeedeef5b99b02ba2b0698f8"
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||||
|
||||
[[package]]
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name = "windows_aarch64_gnullvm"
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|
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
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||||
|
||||
[[package]]
|
||||
name = "windows_aarch64_gnullvm"
|
||||
version = "0.52.6"
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@@ -7218,6 +7659,12 @@ version = "0.42.2"
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checksum = "e08e8864a60f06ef0d0ff4ba04124db8b0fb3be5776a5cd47641e942e58c4d43"
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||||
|
||||
[[package]]
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name = "windows_aarch64_msvc"
|
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version = "0.48.5"
|
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source = "registry+https://github.com/rust-lang/crates.io-index"
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||||
checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
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||||
|
||||
[[package]]
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name = "windows_aarch64_msvc"
|
||||
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|
||||
@@ -7236,6 +7683,12 @@ version = "0.42.2"
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||||
checksum = "c61d927d8da41da96a81f029489353e68739737d3beca43145c8afec9a31a84f"
|
||||
|
||||
[[package]]
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||||
name = "windows_i686_gnu"
|
||||
version = "0.48.5"
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||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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||||
checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
|
||||
|
||||
[[package]]
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||||
name = "windows_i686_gnu"
|
||||
version = "0.52.6"
|
||||
@@ -7266,6 +7719,12 @@ version = "0.42.2"
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||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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||||
checksum = "44d840b6ec649f480a41c8d80f9c65108b92d89345dd94027bfe06ac444d1060"
|
||||
|
||||
[[package]]
|
||||
name = "windows_i686_msvc"
|
||||
version = "0.48.5"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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||||
checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
|
||||
|
||||
[[package]]
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||||
name = "windows_i686_msvc"
|
||||
version = "0.52.6"
|
||||
@@ -7284,6 +7743,12 @@ version = "0.42.2"
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||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "8de912b8b8feb55c064867cf047dda097f92d51efad5b491dfb98f6bbb70cb36"
|
||||
|
||||
[[package]]
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name = "windows_x86_64_gnu"
|
||||
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|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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||||
checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
|
||||
|
||||
[[package]]
|
||||
name = "windows_x86_64_gnu"
|
||||
version = "0.52.6"
|
||||
@@ -7302,6 +7767,12 @@ version = "0.42.2"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "26d41b46a36d453748aedef1486d5c7a85db22e56aff34643984ea85514e94a3"
|
||||
|
||||
[[package]]
|
||||
name = "windows_x86_64_gnullvm"
|
||||
version = "0.48.5"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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||||
checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
|
||||
|
||||
[[package]]
|
||||
name = "windows_x86_64_gnullvm"
|
||||
version = "0.52.6"
|
||||
@@ -7320,6 +7791,12 @@ version = "0.42.2"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "9aec5da331524158c6d1a4ac0ab1541149c0b9505fde06423b02f5ef0106b9f0"
|
||||
|
||||
[[package]]
|
||||
name = "windows_x86_64_msvc"
|
||||
version = "0.48.5"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
|
||||
|
||||
[[package]]
|
||||
name = "windows_x86_64_msvc"
|
||||
version = "0.52.6"
|
||||
|
||||
Reference in New Issue
Block a user