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https://github.com/exo-explore/exo.git
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3 Commits
add-minima
...
aiohttp
| Author | SHA1 | Date | |
|---|---|---|---|
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523eff541e | ||
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2ebe6216b4 | ||
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f54c80b121 |
@@ -59,13 +59,14 @@
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}
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const sizeOptions: ImageGenerationParams["size"][] = [
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"auto",
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"512x512",
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"768x768",
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"1024x1024",
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"1024x768",
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"768x1024",
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"1024x1365",
|
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"1365x1024",
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"1024x1536",
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"1536x1024",
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];
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const qualityOptions: ImageGenerationParams["quality"][] = [
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@@ -176,92 +177,90 @@
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<div class="border-b border-exo-medium-gray/30 px-3 py-2">
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<!-- Basic params row -->
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<div class="flex items-center gap-3 flex-wrap">
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<!-- Size (hidden in edit mode - output size comes from input image) -->
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{#if !isEditMode}
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<div class="flex items-center gap-1.5">
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<span class="text-xs text-exo-light-gray uppercase tracking-wider"
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>SIZE:</span
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<!-- Size -->
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<div class="flex items-center gap-1.5">
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<span class="text-xs text-exo-light-gray uppercase tracking-wider"
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>SIZE:</span
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>
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<div class="relative">
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<button
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bind:this={sizeButtonRef}
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type="button"
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onclick={() => (isSizeDropdownOpen = !isSizeDropdownOpen)}
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class="bg-exo-medium-gray/50 border border-exo-yellow/30 rounded pl-2 pr-6 py-1 text-xs font-mono text-exo-yellow cursor-pointer transition-all duration-200 hover:border-exo-yellow/50 focus:outline-none focus:border-exo-yellow/70 {isSizeDropdownOpen
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? 'border-exo-yellow/70'
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: ''}"
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>
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<div class="relative">
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<button
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bind:this={sizeButtonRef}
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type="button"
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onclick={() => (isSizeDropdownOpen = !isSizeDropdownOpen)}
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class="bg-exo-medium-gray/50 border border-exo-yellow/30 rounded pl-2 pr-6 py-1 text-xs font-mono text-exo-yellow cursor-pointer transition-all duration-200 hover:border-exo-yellow/50 focus:outline-none focus:border-exo-yellow/70 {isSizeDropdownOpen
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? 'border-exo-yellow/70'
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: ''}"
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{params.size.toUpperCase()}
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</button>
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<div
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class="absolute right-1.5 top-1/2 -translate-y-1/2 pointer-events-none transition-transform duration-200 {isSizeDropdownOpen
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? 'rotate-180'
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: ''}"
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>
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<svg
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class="w-3 h-3 text-exo-yellow/60"
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fill="none"
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viewBox="0 0 24 24"
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stroke="currentColor"
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>
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{params.size}
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</button>
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<div
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class="absolute right-1.5 top-1/2 -translate-y-1/2 pointer-events-none transition-transform duration-200 {isSizeDropdownOpen
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? 'rotate-180'
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: ''}"
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>
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<svg
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class="w-3 h-3 text-exo-yellow/60"
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fill="none"
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viewBox="0 0 24 24"
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stroke="currentColor"
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>
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<path
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stroke-linecap="round"
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stroke-linejoin="round"
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stroke-width="2"
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d="M19 9l-7 7-7-7"
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/>
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</svg>
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<path
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stroke-linecap="round"
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stroke-linejoin="round"
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stroke-width="2"
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d="M19 9l-7 7-7-7"
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/>
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</svg>
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</div>
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</div>
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{#if isSizeDropdownOpen}
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<!-- Backdrop to close dropdown -->
|
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<button
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type="button"
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class="fixed inset-0 z-[9998] cursor-default"
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onclick={() => (isSizeDropdownOpen = false)}
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aria-label="Close dropdown"
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></button>
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<!-- Dropdown Panel - fixed positioning to escape overflow:hidden -->
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<div
|
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class="fixed bg-exo-dark-gray border border-exo-yellow/30 rounded shadow-lg shadow-black/50 z-[9999] max-h-48 overflow-y-auto overflow-x-hidden min-w-max"
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style="bottom: calc(100vh - {sizeDropdownPosition()
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.top}px + 4px); left: {sizeDropdownPosition().left}px;"
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>
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<div class="py-1">
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{#each sizeOptions as size}
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<button
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type="button"
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onclick={() => selectSize(size)}
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class="w-full px-3 py-1.5 text-left text-xs font-mono tracking-wide transition-colors duration-100 flex items-center gap-2 {params.size ===
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size
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? 'bg-transparent text-exo-yellow'
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: 'text-exo-light-gray hover:text-exo-yellow'}"
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>
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{#if params.size === size}
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<svg
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class="w-3 h-3 flex-shrink-0"
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fill="currentColor"
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viewBox="0 0 20 20"
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>
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<path
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||||
fill-rule="evenodd"
|
||||
d="M16.707 5.293a1 1 0 010 1.414l-8 8a1 1 0 01-1.414 0l-4-4a1 1 0 011.414-1.414L8 12.586l7.293-7.293a1 1 0 011.414 0z"
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clip-rule="evenodd"
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/>
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</svg>
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{:else}
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<span class="w-3"></span>
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{/if}
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<span>{size.toUpperCase()}</span>
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</button>
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{/each}
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</div>
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</div>
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||||
|
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{#if isSizeDropdownOpen}
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<!-- Backdrop to close dropdown -->
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<button
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type="button"
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class="fixed inset-0 z-[9998] cursor-default"
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onclick={() => (isSizeDropdownOpen = false)}
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aria-label="Close dropdown"
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></button>
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<!-- Dropdown Panel - fixed positioning to escape overflow:hidden -->
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<div
|
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class="fixed bg-exo-dark-gray border border-exo-yellow/30 rounded shadow-lg shadow-black/50 z-[9999] max-h-48 overflow-y-auto min-w-max"
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style="bottom: calc(100vh - {sizeDropdownPosition()
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.top}px + 4px); left: {sizeDropdownPosition().left}px;"
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>
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<div class="py-1">
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{#each sizeOptions as size}
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<button
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type="button"
|
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onclick={() => selectSize(size)}
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class="w-full px-3 py-1.5 text-left text-xs font-mono tracking-wide transition-colors duration-100 flex items-center gap-2 {params.size ===
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size
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? 'bg-transparent text-exo-yellow'
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: 'text-exo-light-gray hover:text-exo-yellow'}"
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||||
>
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||||
{#if params.size === size}
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<svg
|
||||
class="w-3 h-3 flex-shrink-0"
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fill="currentColor"
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viewBox="0 0 20 20"
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||||
>
|
||||
<path
|
||||
fill-rule="evenodd"
|
||||
d="M16.707 5.293a1 1 0 010 1.414l-8 8a1 1 0 01-1.414 0l-4-4a1 1 0 011.414-1.414L8 12.586l7.293-7.293a1 1 0 011.414 0z"
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||||
clip-rule="evenodd"
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||||
/>
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</svg>
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{:else}
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<span class="w-3"></span>
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{/if}
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<span>{size}</span>
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</button>
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{/each}
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</div>
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</div>
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{/if}
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</div>
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{/if}
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{/if}
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</div>
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<!-- Quality -->
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<div class="flex items-center gap-1.5">
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@@ -311,7 +310,7 @@
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||||
|
||||
<!-- Dropdown Panel - fixed positioning to escape overflow:hidden -->
|
||||
<div
|
||||
class="fixed bg-exo-dark-gray border border-exo-yellow/30 rounded shadow-lg shadow-black/50 z-[9999] max-h-48 overflow-y-auto min-w-max"
|
||||
class="fixed bg-exo-dark-gray border border-exo-yellow/30 rounded shadow-lg shadow-black/50 z-[9999] max-h-48 overflow-y-auto overflow-x-hidden min-w-max"
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||||
style="bottom: calc(100vh - {qualityDropdownPosition()
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.top}px + 4px); left: {qualityDropdownPosition().left}px;"
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>
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@@ -306,13 +306,14 @@ const IMAGE_PARAMS_STORAGE_KEY = "exo-image-generation-params";
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export interface ImageGenerationParams {
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// Basic params
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size:
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| "auto"
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| "512x512"
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| "768x768"
|
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| "1024x1024"
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||||
| "1024x768"
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| "768x1024"
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| "1024x1365"
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| "1365x1024";
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| "1024x1536"
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| "1536x1024";
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quality: "low" | "medium" | "high";
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outputFormat: "png" | "jpeg";
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numImages: number;
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@@ -336,7 +337,7 @@ export interface EditingImage {
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}
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const DEFAULT_IMAGE_PARAMS: ImageGenerationParams = {
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size: "1024x1024",
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size: "auto",
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||||
quality: "medium",
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||||
outputFormat: "png",
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||||
numImages: 1,
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||||
|
||||
@@ -6,8 +6,6 @@ readme = "README.md"
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requires-python = ">=3.13"
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dependencies = [
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"aiofiles>=24.1.0",
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||||
"aiohttp>=3.12.14",
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||||
"types-aiofiles>=24.1.0.20250708",
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||||
"pydantic>=2.11.7",
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||||
"fastapi>=0.116.1",
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"filelock>=3.18.0",
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@@ -1,12 +0,0 @@
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model_id = "mlx-community/MiniMax-M2.5-4bit"
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n_layers = 62
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hidden_size = 3072
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supports_tensor = true
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tasks = ["TextGeneration"]
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family = "minimax"
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quantization = "4bit"
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base_model = "MiniMax M2.5"
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capabilities = ["text", "thinking"]
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[storage_size]
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in_bytes = 128666664960
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@@ -1,12 +0,0 @@
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model_id = "mlx-community/MiniMax-M2.5-6bit"
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n_layers = 62
|
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hidden_size = 3072
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supports_tensor = true
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tasks = ["TextGeneration"]
|
||||
family = "minimax"
|
||||
quantization = "6bit"
|
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base_model = "MiniMax M2.5"
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||||
capabilities = ["text", "thinking"]
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||||
|
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[storage_size]
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||||
in_bytes = 185826705408
|
||||
@@ -1,12 +0,0 @@
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model_id = "mlx-community/MiniMax-M2.5-8bit"
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n_layers = 62
|
||||
hidden_size = 3072
|
||||
supports_tensor = true
|
||||
tasks = ["TextGeneration"]
|
||||
family = "minimax"
|
||||
quantization = "8bit"
|
||||
base_model = "MiniMax M2.5"
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capabilities = ["text", "thinking"]
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||||
|
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[storage_size]
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in_bytes = 242986745856
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@@ -47,6 +47,7 @@ class DownloadCoordinator:
|
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download_command_receiver: Receiver[ForwarderDownloadCommand]
|
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local_event_sender: Sender[ForwarderEvent]
|
||||
event_index_counter: Iterator[int]
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||||
offline: bool = False
|
||||
|
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# Local state
|
||||
download_status: dict[ModelId, DownloadProgress] = field(default_factory=dict)
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@@ -62,6 +63,8 @@ class DownloadCoordinator:
|
||||
|
||||
def __post_init__(self) -> None:
|
||||
self.event_sender, self.event_receiver = channel[Event]()
|
||||
if self.offline:
|
||||
self.shard_downloader.set_internet_connection(False)
|
||||
self.shard_downloader.on_progress(self._download_progress_callback)
|
||||
|
||||
def _model_dir(self, model_id: ModelId) -> str:
|
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@@ -107,13 +110,17 @@ class DownloadCoordinator:
|
||||
self._last_progress_time[model_id] = current_time()
|
||||
|
||||
async def run(self) -> None:
|
||||
logger.info("Starting DownloadCoordinator")
|
||||
self._test_internet_connection()
|
||||
logger.info(
|
||||
f"Starting DownloadCoordinator{' (offline mode)' if self.offline else ''}"
|
||||
)
|
||||
if not self.offline:
|
||||
self._test_internet_connection()
|
||||
async with self._tg as tg:
|
||||
tg.start_soon(self._command_processor)
|
||||
tg.start_soon(self._forward_events)
|
||||
tg.start_soon(self._emit_existing_download_progress)
|
||||
tg.start_soon(self._check_internet_connection)
|
||||
if not self.offline:
|
||||
tg.start_soon(self._check_internet_connection)
|
||||
|
||||
def _test_internet_connection(self) -> None:
|
||||
try:
|
||||
@@ -202,6 +209,20 @@ class DownloadCoordinator:
|
||||
)
|
||||
return
|
||||
|
||||
if self.offline:
|
||||
logger.warning(
|
||||
f"Offline mode: model {model_id} is not fully available locally, cannot download"
|
||||
)
|
||||
failed = DownloadFailed(
|
||||
shard_metadata=shard,
|
||||
node_id=self.node_id,
|
||||
error_message=f"Model files not found locally in offline mode: {model_id}",
|
||||
model_directory=self._model_dir(model_id),
|
||||
)
|
||||
self.download_status[model_id] = failed
|
||||
await self.event_sender.send(NodeDownloadProgress(download_progress=failed))
|
||||
return
|
||||
|
||||
# Start actual download
|
||||
self._start_download_task(shard, initial_progress)
|
||||
|
||||
|
||||
@@ -8,13 +8,13 @@ import traceback
|
||||
from collections.abc import Awaitable
|
||||
from datetime import timedelta
|
||||
from pathlib import Path
|
||||
from typing import Callable, Literal
|
||||
from typing import Callable, Literal, cast
|
||||
from urllib.parse import urljoin
|
||||
|
||||
import aiofiles
|
||||
import aiofiles.os as aios
|
||||
import aiohttp
|
||||
import certifi
|
||||
import httpx
|
||||
from huggingface_hub import (
|
||||
snapshot_download, # pyright: ignore[reportUnknownVariableType]
|
||||
)
|
||||
@@ -330,17 +330,17 @@ async def _fetch_file_list(
|
||||
headers = await get_download_headers()
|
||||
async with (
|
||||
create_http_session(timeout_profile="short") as session,
|
||||
session.get(url, headers=headers) as response,
|
||||
):
|
||||
if response.status in [401, 403]:
|
||||
msg = await _build_auth_error_message(response.status, model_id)
|
||||
response = await session.get(url, headers=headers)
|
||||
if response.status_code in [401, 403]:
|
||||
msg = await _build_auth_error_message(response.status_code, model_id)
|
||||
raise HuggingFaceAuthenticationError(msg)
|
||||
elif response.status == 429:
|
||||
elif response.status_code == 429:
|
||||
raise HuggingFaceRateLimitError(
|
||||
f"Couldn't download {model_id} because of HuggingFace rate limit."
|
||||
)
|
||||
elif response.status == 200:
|
||||
data_json = await response.text()
|
||||
elif response.status_code == 200:
|
||||
data_json = response.text
|
||||
data = TypeAdapter(list[FileListEntry]).validate_json(data_json)
|
||||
files: list[FileListEntry] = []
|
||||
for item in data:
|
||||
@@ -353,7 +353,7 @@ async def _fetch_file_list(
|
||||
files.extend(subfiles)
|
||||
return files
|
||||
else:
|
||||
raise Exception(f"Failed to fetch file list: {response.status}")
|
||||
raise Exception(f"Failed to fetch file list: {response.status_code}")
|
||||
|
||||
|
||||
async def get_download_headers() -> dict[str, str]:
|
||||
@@ -361,34 +361,29 @@ async def get_download_headers() -> dict[str, str]:
|
||||
|
||||
|
||||
def create_http_session(
|
||||
auto_decompress: bool = False,
|
||||
timeout_profile: Literal["short", "long"] = "long",
|
||||
) -> aiohttp.ClientSession:
|
||||
) -> httpx.AsyncClient:
|
||||
if timeout_profile == "short":
|
||||
total_timeout = 30
|
||||
connect_timeout = 10
|
||||
sock_read_timeout = 30
|
||||
sock_connect_timeout = 10
|
||||
read_timeout = 30
|
||||
else:
|
||||
total_timeout = 1800
|
||||
connect_timeout = 60
|
||||
sock_read_timeout = 60
|
||||
sock_connect_timeout = 60
|
||||
read_timeout = 60
|
||||
|
||||
ssl_context = ssl.create_default_context(
|
||||
cafile=os.getenv("SSL_CERT_FILE") or certifi.where()
|
||||
)
|
||||
connector = aiohttp.TCPConnector(ssl=ssl_context)
|
||||
|
||||
return aiohttp.ClientSession(
|
||||
auto_decompress=auto_decompress,
|
||||
connector=connector,
|
||||
proxy=os.getenv("HTTPS_PROXY") or os.getenv("HTTP_PROXY") or None,
|
||||
timeout=aiohttp.ClientTimeout(
|
||||
total=total_timeout,
|
||||
# default here is to load env vars
|
||||
return httpx.AsyncClient(
|
||||
verify=ssl_context,
|
||||
timeout=httpx.Timeout(
|
||||
connect=connect_timeout,
|
||||
sock_read=sock_read_timeout,
|
||||
sock_connect=sock_connect_timeout,
|
||||
read=read_timeout,
|
||||
write=total_timeout,
|
||||
pool=total_timeout,
|
||||
),
|
||||
)
|
||||
|
||||
@@ -415,26 +410,28 @@ async def file_meta(
|
||||
headers = await get_download_headers()
|
||||
async with (
|
||||
create_http_session(timeout_profile="short") as session,
|
||||
session.head(url, headers=headers) as r,
|
||||
session.stream("HEAD", url, headers=headers) as r,
|
||||
):
|
||||
if r.status == 307:
|
||||
if r.status_code == 307:
|
||||
# On redirect, only trust Hugging Face's x-linked-* headers.
|
||||
x_linked_size = r.headers.get("x-linked-size")
|
||||
x_linked_etag = r.headers.get("x-linked-etag")
|
||||
x_linked_size = cast(str | None, r.headers.get("x-linked-size"))
|
||||
x_linked_etag = cast(str | None, r.headers.get("x-linked-etag"))
|
||||
if x_linked_size and x_linked_etag:
|
||||
content_length = int(x_linked_size)
|
||||
etag = trim_etag(x_linked_etag)
|
||||
return content_length, etag
|
||||
# Otherwise, follow the redirect to get authoritative size/hash
|
||||
redirected_location = r.headers.get("location")
|
||||
redirected_location = cast(str | None, r.headers.get("location"))
|
||||
return await file_meta(model_id, revision, path, redirected_location)
|
||||
if r.status in [401, 403]:
|
||||
msg = await _build_auth_error_message(r.status, model_id)
|
||||
if r.status_code in [401, 403]:
|
||||
msg = await _build_auth_error_message(r.status_code, model_id)
|
||||
raise HuggingFaceAuthenticationError(msg)
|
||||
content_length = int(
|
||||
r.headers.get("x-linked-size") or r.headers.get("content-length") or 0
|
||||
content_length = cast(
|
||||
str | None,
|
||||
r.headers.get("x-linked-size") or r.headers.get("content-length"),
|
||||
)
|
||||
etag = r.headers.get("x-linked-etag") or r.headers.get("etag")
|
||||
content_length = 0 if content_length is None else int(content_length)
|
||||
etag = cast(str | None, r.headers.get("x-linked-etag") or r.headers.get("etag"))
|
||||
assert content_length > 0, f"No content length for {url}"
|
||||
assert etag is not None, f"No remote hash for {url}"
|
||||
etag = trim_etag(etag)
|
||||
@@ -448,12 +445,13 @@ async def download_file_with_retry(
|
||||
target_dir: Path,
|
||||
on_progress: Callable[[int, int, bool], None] = lambda _, __, ___: None,
|
||||
on_connection_lost: Callable[[], None] = lambda: None,
|
||||
skip_internet: bool = False,
|
||||
) -> Path:
|
||||
n_attempts = 3
|
||||
for attempt in range(n_attempts):
|
||||
try:
|
||||
return await _download_file(
|
||||
model_id, revision, path, target_dir, on_progress
|
||||
model_id, revision, path, target_dir, on_progress, skip_internet
|
||||
)
|
||||
except HuggingFaceAuthenticationError:
|
||||
raise
|
||||
@@ -487,10 +485,14 @@ async def _download_file(
|
||||
path: str,
|
||||
target_dir: Path,
|
||||
on_progress: Callable[[int, int, bool], None] = lambda _, __, ___: None,
|
||||
skip_internet: bool = False,
|
||||
) -> Path:
|
||||
target_path = target_dir / path
|
||||
|
||||
if await aios.path.exists(target_path):
|
||||
if skip_internet:
|
||||
return target_path
|
||||
|
||||
local_size = (await aios.stat(target_path)).st_size
|
||||
|
||||
# Try to verify against remote, but allow offline operation
|
||||
@@ -510,6 +512,11 @@ async def _download_file(
|
||||
)
|
||||
return target_path
|
||||
|
||||
if skip_internet:
|
||||
raise FileNotFoundError(
|
||||
f"File {path} not found locally and cannot download in offline mode"
|
||||
)
|
||||
|
||||
await aios.makedirs((target_dir / path).parent, exist_ok=True)
|
||||
length, etag = await file_meta(model_id, revision, path)
|
||||
remote_hash = etag[:-5] if etag.endswith("-gzip") else etag
|
||||
@@ -527,20 +534,20 @@ async def _download_file(
|
||||
n_read = resume_byte_pos or 0
|
||||
async with (
|
||||
create_http_session(timeout_profile="long") as session,
|
||||
session.get(url, headers=headers) as r,
|
||||
session.stream("GET", url, headers=headers, follow_redirects=True) as r,
|
||||
):
|
||||
if r.status == 404:
|
||||
if r.status_code == 404:
|
||||
raise FileNotFoundError(f"File not found: {url}")
|
||||
if r.status in [401, 403]:
|
||||
msg = await _build_auth_error_message(r.status, model_id)
|
||||
if r.status_code in [401, 403]:
|
||||
msg = await _build_auth_error_message(r.status_code, model_id)
|
||||
raise HuggingFaceAuthenticationError(msg)
|
||||
assert r.status in [200, 206], (
|
||||
f"Failed to download {path} from {url}: {r.status}"
|
||||
assert r.status_code in [200, 206], (
|
||||
f"Failed to download {path} from {url}: {r.status_code}"
|
||||
)
|
||||
async with aiofiles.open(
|
||||
partial_path, "ab" if resume_byte_pos else "wb"
|
||||
) as f:
|
||||
while chunk := await r.content.read(8 * 1024 * 1024):
|
||||
async for chunk in r.aiter_bytes(8 * 1024 * 1024):
|
||||
n_read = n_read + (await f.write(chunk))
|
||||
on_progress(n_read, length, False)
|
||||
|
||||
@@ -814,6 +821,7 @@ async def download_shard(
|
||||
file, curr_bytes, total_bytes, is_renamed
|
||||
),
|
||||
on_connection_lost=on_connection_lost,
|
||||
skip_internet=skip_internet,
|
||||
)
|
||||
|
||||
if not skip_download:
|
||||
|
||||
@@ -189,6 +189,7 @@ class ResumableShardDownloader(ShardDownloader):
|
||||
try:
|
||||
yield await task
|
||||
except Exception as e:
|
||||
task.cancel()
|
||||
logger.warning(f"Error downloading shard: {type(e).__name__}")
|
||||
|
||||
async def get_shard_download_status_for_shard(
|
||||
|
||||
230
src/exo/download/tests/test_offline_mode.py
Normal file
230
src/exo/download/tests/test_offline_mode.py
Normal file
@@ -0,0 +1,230 @@
|
||||
"""Tests for offline/air-gapped mode."""
|
||||
|
||||
from collections.abc import AsyncIterator
|
||||
from pathlib import Path
|
||||
from unittest.mock import AsyncMock, patch
|
||||
|
||||
import aiofiles
|
||||
import aiofiles.os as aios
|
||||
import pytest
|
||||
|
||||
from exo.download.download_utils import (
|
||||
_download_file, # pyright: ignore[reportPrivateUsage]
|
||||
download_file_with_retry,
|
||||
fetch_file_list_with_cache,
|
||||
)
|
||||
from exo.shared.types.common import ModelId
|
||||
from exo.shared.types.worker.downloads import FileListEntry
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def model_id() -> ModelId:
|
||||
return ModelId("test-org/test-model")
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
async def temp_models_dir(tmp_path: Path) -> AsyncIterator[Path]:
|
||||
models_dir = tmp_path / "models"
|
||||
await aios.makedirs(models_dir, exist_ok=True)
|
||||
with patch("exo.download.download_utils.EXO_MODELS_DIR", models_dir):
|
||||
yield models_dir
|
||||
|
||||
|
||||
class TestDownloadFileOffline:
|
||||
"""Tests for _download_file with skip_internet=True."""
|
||||
|
||||
async def test_returns_local_file_without_http_verification(
|
||||
self, model_id: ModelId, tmp_path: Path
|
||||
) -> None:
|
||||
"""When skip_internet=True and file exists locally, return it immediately
|
||||
without making any HTTP calls (no file_meta verification)."""
|
||||
target_dir = tmp_path / "downloads"
|
||||
await aios.makedirs(target_dir, exist_ok=True)
|
||||
|
||||
local_file = target_dir / "model.safetensors"
|
||||
async with aiofiles.open(local_file, "wb") as f:
|
||||
await f.write(b"model weights data")
|
||||
|
||||
with patch(
|
||||
"exo.download.download_utils.file_meta",
|
||||
new_callable=AsyncMock,
|
||||
) as mock_file_meta:
|
||||
result = await _download_file(
|
||||
model_id,
|
||||
"main",
|
||||
"model.safetensors",
|
||||
target_dir,
|
||||
skip_internet=True,
|
||||
)
|
||||
|
||||
assert result == local_file
|
||||
mock_file_meta.assert_not_called()
|
||||
|
||||
async def test_raises_file_not_found_for_missing_file(
|
||||
self, model_id: ModelId, tmp_path: Path
|
||||
) -> None:
|
||||
"""When skip_internet=True and file does NOT exist locally,
|
||||
raise FileNotFoundError instead of attempting download."""
|
||||
target_dir = tmp_path / "downloads"
|
||||
await aios.makedirs(target_dir, exist_ok=True)
|
||||
|
||||
with pytest.raises(FileNotFoundError, match="offline mode"):
|
||||
await _download_file(
|
||||
model_id,
|
||||
"main",
|
||||
"missing_model.safetensors",
|
||||
target_dir,
|
||||
skip_internet=True,
|
||||
)
|
||||
|
||||
async def test_returns_local_file_in_subdirectory(
|
||||
self, model_id: ModelId, tmp_path: Path
|
||||
) -> None:
|
||||
"""When skip_internet=True and file exists in a subdirectory,
|
||||
return it without HTTP calls."""
|
||||
target_dir = tmp_path / "downloads"
|
||||
subdir = target_dir / "transformer"
|
||||
await aios.makedirs(subdir, exist_ok=True)
|
||||
|
||||
local_file = subdir / "diffusion_pytorch_model.safetensors"
|
||||
async with aiofiles.open(local_file, "wb") as f:
|
||||
await f.write(b"weights")
|
||||
|
||||
with patch(
|
||||
"exo.download.download_utils.file_meta",
|
||||
new_callable=AsyncMock,
|
||||
) as mock_file_meta:
|
||||
result = await _download_file(
|
||||
model_id,
|
||||
"main",
|
||||
"transformer/diffusion_pytorch_model.safetensors",
|
||||
target_dir,
|
||||
skip_internet=True,
|
||||
)
|
||||
|
||||
assert result == local_file
|
||||
mock_file_meta.assert_not_called()
|
||||
|
||||
|
||||
class TestDownloadFileWithRetryOffline:
|
||||
"""Tests for download_file_with_retry with skip_internet=True."""
|
||||
|
||||
async def test_propagates_skip_internet_to_download_file(
|
||||
self, model_id: ModelId, tmp_path: Path
|
||||
) -> None:
|
||||
"""Verify skip_internet is passed through to _download_file."""
|
||||
target_dir = tmp_path / "downloads"
|
||||
await aios.makedirs(target_dir, exist_ok=True)
|
||||
|
||||
local_file = target_dir / "config.json"
|
||||
async with aiofiles.open(local_file, "wb") as f:
|
||||
await f.write(b'{"model_type": "qwen2"}')
|
||||
|
||||
with patch(
|
||||
"exo.download.download_utils.file_meta",
|
||||
new_callable=AsyncMock,
|
||||
) as mock_file_meta:
|
||||
result = await download_file_with_retry(
|
||||
model_id,
|
||||
"main",
|
||||
"config.json",
|
||||
target_dir,
|
||||
skip_internet=True,
|
||||
)
|
||||
|
||||
assert result == local_file
|
||||
mock_file_meta.assert_not_called()
|
||||
|
||||
async def test_file_not_found_does_not_retry(
|
||||
self, model_id: ModelId, tmp_path: Path
|
||||
) -> None:
|
||||
"""FileNotFoundError from offline mode should not trigger retries."""
|
||||
target_dir = tmp_path / "downloads"
|
||||
await aios.makedirs(target_dir, exist_ok=True)
|
||||
|
||||
with pytest.raises(FileNotFoundError):
|
||||
await download_file_with_retry(
|
||||
model_id,
|
||||
"main",
|
||||
"nonexistent.safetensors",
|
||||
target_dir,
|
||||
skip_internet=True,
|
||||
)
|
||||
|
||||
|
||||
class TestFetchFileListOffline:
|
||||
"""Tests for fetch_file_list_with_cache with skip_internet=True."""
|
||||
|
||||
async def test_uses_cached_file_list(
|
||||
self, model_id: ModelId, temp_models_dir: Path
|
||||
) -> None:
|
||||
"""When skip_internet=True and cache file exists, use it without network."""
|
||||
from pydantic import TypeAdapter
|
||||
|
||||
cache_dir = temp_models_dir / "caches" / model_id.normalize()
|
||||
await aios.makedirs(cache_dir, exist_ok=True)
|
||||
|
||||
cached_list = [
|
||||
FileListEntry(type="file", path="model.safetensors", size=1000),
|
||||
FileListEntry(type="file", path="config.json", size=200),
|
||||
]
|
||||
cache_file = cache_dir / f"{model_id.normalize()}--main--file_list.json"
|
||||
async with aiofiles.open(cache_file, "w") as f:
|
||||
await f.write(
|
||||
TypeAdapter(list[FileListEntry]).dump_json(cached_list).decode()
|
||||
)
|
||||
|
||||
with patch(
|
||||
"exo.download.download_utils.fetch_file_list_with_retry",
|
||||
new_callable=AsyncMock,
|
||||
) as mock_fetch:
|
||||
result = await fetch_file_list_with_cache(
|
||||
model_id, "main", skip_internet=True
|
||||
)
|
||||
|
||||
assert result == cached_list
|
||||
mock_fetch.assert_not_called()
|
||||
|
||||
async def test_falls_back_to_local_directory_scan(
|
||||
self, model_id: ModelId, temp_models_dir: Path
|
||||
) -> None:
|
||||
"""When skip_internet=True and no cache but local files exist,
|
||||
build file list from local directory."""
|
||||
import json
|
||||
|
||||
model_dir = temp_models_dir / model_id.normalize()
|
||||
await aios.makedirs(model_dir, exist_ok=True)
|
||||
|
||||
async with aiofiles.open(model_dir / "config.json", "w") as f:
|
||||
await f.write('{"model_type": "qwen2"}')
|
||||
|
||||
index_data = {
|
||||
"metadata": {},
|
||||
"weight_map": {"model.layers.0.weight": "model.safetensors"},
|
||||
}
|
||||
async with aiofiles.open(model_dir / "model.safetensors.index.json", "w") as f:
|
||||
await f.write(json.dumps(index_data))
|
||||
|
||||
async with aiofiles.open(model_dir / "model.safetensors", "wb") as f:
|
||||
await f.write(b"x" * 500)
|
||||
|
||||
with patch(
|
||||
"exo.download.download_utils.fetch_file_list_with_retry",
|
||||
new_callable=AsyncMock,
|
||||
) as mock_fetch:
|
||||
result = await fetch_file_list_with_cache(
|
||||
model_id, "main", skip_internet=True
|
||||
)
|
||||
|
||||
mock_fetch.assert_not_called()
|
||||
paths = {entry.path for entry in result}
|
||||
assert "config.json" in paths
|
||||
assert "model.safetensors" in paths
|
||||
|
||||
async def test_raises_when_no_cache_and_no_local_files(
|
||||
self, model_id: ModelId, temp_models_dir: Path
|
||||
) -> None:
|
||||
"""When skip_internet=True and neither cache nor local files exist,
|
||||
raise FileNotFoundError."""
|
||||
with pytest.raises(FileNotFoundError, match="No internet"):
|
||||
await fetch_file_list_with_cache(model_id, "main", skip_internet=True)
|
||||
@@ -39,6 +39,7 @@ class Node:
|
||||
|
||||
node_id: NodeId
|
||||
event_index_counter: Iterator[int]
|
||||
offline: bool
|
||||
_tg: TaskGroup = field(init=False, default_factory=anyio.create_task_group)
|
||||
|
||||
@classmethod
|
||||
@@ -68,6 +69,7 @@ class Node:
|
||||
download_command_receiver=router.receiver(topics.DOWNLOAD_COMMANDS),
|
||||
local_event_sender=router.sender(topics.LOCAL_EVENTS),
|
||||
event_index_counter=event_index_counter,
|
||||
offline=args.offline,
|
||||
)
|
||||
else:
|
||||
download_coordinator = None
|
||||
@@ -132,6 +134,7 @@ class Node:
|
||||
api,
|
||||
node_id,
|
||||
event_index_counter,
|
||||
args.offline,
|
||||
)
|
||||
|
||||
async def run(self):
|
||||
@@ -222,6 +225,7 @@ class Node:
|
||||
),
|
||||
local_event_sender=self.router.sender(topics.LOCAL_EVENTS),
|
||||
event_index_counter=self.event_index_counter,
|
||||
offline=self.offline,
|
||||
)
|
||||
self._tg.start_soon(self.download_coordinator.run)
|
||||
if self.worker:
|
||||
@@ -260,6 +264,9 @@ def main():
|
||||
logger.info("Starting EXO")
|
||||
logger.info(f"EXO_LIBP2P_NAMESPACE: {os.getenv('EXO_LIBP2P_NAMESPACE')}")
|
||||
|
||||
if args.offline:
|
||||
logger.info("Running in OFFLINE mode — no internet checks, local models only")
|
||||
|
||||
# Set FAST_SYNCH override env var for runner subprocesses
|
||||
if args.fast_synch is True:
|
||||
os.environ["EXO_FAST_SYNCH"] = "on"
|
||||
@@ -282,6 +289,7 @@ class Args(CamelCaseModel):
|
||||
tb_only: bool = False
|
||||
no_worker: bool = False
|
||||
no_downloads: bool = False
|
||||
offline: bool = False
|
||||
fast_synch: bool | None = None # None = auto, True = force on, False = force off
|
||||
|
||||
@classmethod
|
||||
@@ -329,6 +337,11 @@ class Args(CamelCaseModel):
|
||||
action="store_true",
|
||||
help="Disable the download coordinator (node won't download models)",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--offline",
|
||||
action="store_true",
|
||||
help="Run in offline/air-gapped mode: skip internet checks, use only pre-staged local models",
|
||||
)
|
||||
fast_synch_group = parser.add_mutually_exclusive_group()
|
||||
fast_synch_group.add_argument(
|
||||
"--fast-synch",
|
||||
|
||||
@@ -85,6 +85,7 @@ from exo.shared.types.api import (
|
||||
ImageGenerationTaskParams,
|
||||
ImageListItem,
|
||||
ImageListResponse,
|
||||
ImageSize,
|
||||
ModelList,
|
||||
ModelListModel,
|
||||
PlaceInstanceParams,
|
||||
@@ -100,6 +101,7 @@ from exo.shared.types.api import (
|
||||
TraceRankStats,
|
||||
TraceResponse,
|
||||
TraceStatsResponse,
|
||||
normalize_image_size,
|
||||
)
|
||||
from exo.shared.types.chunks import (
|
||||
ErrorChunk,
|
||||
@@ -751,9 +753,11 @@ class API:
|
||||
When stream=True and partial_images > 0, returns a StreamingResponse
|
||||
with SSE-formatted events for partial and final images.
|
||||
"""
|
||||
payload.model = await self._validate_image_model(ModelId(payload.model))
|
||||
payload = payload.model_copy(
|
||||
update={"advanced_params": _ensure_seed(payload.advanced_params)}
|
||||
update={
|
||||
"model": await self._validate_image_model(ModelId(payload.model)),
|
||||
"advanced_params": _ensure_seed(payload.advanced_params),
|
||||
}
|
||||
)
|
||||
|
||||
command = ImageGeneration(
|
||||
@@ -1009,12 +1013,13 @@ class API:
|
||||
async def bench_image_generations(
|
||||
self, request: Request, payload: BenchImageGenerationTaskParams
|
||||
) -> BenchImageGenerationResponse:
|
||||
payload.model = await self._validate_image_model(ModelId(payload.model))
|
||||
|
||||
payload.stream = False
|
||||
payload.partial_images = 0
|
||||
payload = payload.model_copy(
|
||||
update={"advanced_params": _ensure_seed(payload.advanced_params)}
|
||||
update={
|
||||
"model": await self._validate_image_model(ModelId(payload.model)),
|
||||
"stream": False,
|
||||
"partial_images": 0,
|
||||
"advanced_params": _ensure_seed(payload.advanced_params),
|
||||
}
|
||||
)
|
||||
|
||||
command = ImageGeneration(
|
||||
@@ -1035,7 +1040,7 @@ class API:
|
||||
prompt: str,
|
||||
model: ModelId,
|
||||
n: int,
|
||||
size: str,
|
||||
size: ImageSize,
|
||||
response_format: Literal["url", "b64_json"],
|
||||
input_fidelity: Literal["low", "high"],
|
||||
stream: bool,
|
||||
@@ -1105,7 +1110,7 @@ class API:
|
||||
prompt: str = Form(...),
|
||||
model: str = Form(...),
|
||||
n: int = Form(1),
|
||||
size: str = Form("1024x1024"),
|
||||
size: str | None = Form(None),
|
||||
response_format: Literal["url", "b64_json"] = Form("b64_json"),
|
||||
input_fidelity: Literal["low", "high"] = Form("low"),
|
||||
stream: str = Form("false"),
|
||||
@@ -1131,7 +1136,7 @@ class API:
|
||||
prompt=prompt,
|
||||
model=ModelId(model),
|
||||
n=n,
|
||||
size=size,
|
||||
size=normalize_image_size(size),
|
||||
response_format=response_format,
|
||||
input_fidelity=input_fidelity,
|
||||
stream=stream_bool,
|
||||
@@ -1167,7 +1172,7 @@ class API:
|
||||
prompt: str = Form(...),
|
||||
model: str = Form(...),
|
||||
n: int = Form(1),
|
||||
size: str = Form("1024x1024"),
|
||||
size: str | None = Form(None),
|
||||
response_format: Literal["url", "b64_json"] = Form("b64_json"),
|
||||
input_fidelity: Literal["low", "high"] = Form("low"),
|
||||
quality: Literal["high", "medium", "low"] = Form("medium"),
|
||||
@@ -1187,7 +1192,7 @@ class API:
|
||||
prompt=prompt,
|
||||
model=ModelId(model),
|
||||
n=n,
|
||||
size=size,
|
||||
size=normalize_image_size(size),
|
||||
response_format=response_format,
|
||||
input_fidelity=input_fidelity,
|
||||
stream=False,
|
||||
|
||||
@@ -1,9 +1,9 @@
|
||||
import time
|
||||
from collections.abc import Generator
|
||||
from typing import Annotated, Any, Literal
|
||||
from typing import Annotated, Any, Literal, get_args
|
||||
from uuid import uuid4
|
||||
|
||||
from pydantic import BaseModel, Field
|
||||
from pydantic import BaseModel, Field, field_validator
|
||||
|
||||
from exo.shared.models.model_cards import ModelCard, ModelId
|
||||
from exo.shared.types.common import CommandId, NodeId
|
||||
@@ -262,6 +262,27 @@ class DeleteInstanceResponse(BaseModel):
|
||||
instance_id: InstanceId
|
||||
|
||||
|
||||
ImageSize = Literal[
|
||||
"auto",
|
||||
"512x512",
|
||||
"768x768",
|
||||
"1024x768",
|
||||
"768x1024",
|
||||
"1024x1024",
|
||||
"1024x1536",
|
||||
"1536x1024",
|
||||
]
|
||||
|
||||
|
||||
def normalize_image_size(v: object) -> ImageSize:
|
||||
"""Shared validator for ImageSize fields: maps None → "auto" and rejects invalid values."""
|
||||
if v is None:
|
||||
return "auto"
|
||||
if v not in get_args(ImageSize):
|
||||
raise ValueError(f"Invalid size: {v!r}. Must be one of {get_args(ImageSize)}")
|
||||
return v # pyright: ignore[reportReturnType]
|
||||
|
||||
|
||||
class AdvancedImageParams(BaseModel):
|
||||
seed: Annotated[int, Field(ge=0)] | None = None
|
||||
num_inference_steps: Annotated[int, Field(ge=1, le=100)] | None = None
|
||||
@@ -281,7 +302,7 @@ class ImageGenerationTaskParams(BaseModel):
|
||||
partial_images: int | None = 0
|
||||
quality: Literal["high", "medium", "low"] | None = "medium"
|
||||
response_format: Literal["url", "b64_json"] | None = "b64_json"
|
||||
size: str | None = "1024x1024"
|
||||
size: ImageSize = "auto"
|
||||
stream: bool | None = False
|
||||
style: str | None = "vivid"
|
||||
user: str | None = None
|
||||
@@ -289,6 +310,11 @@ class ImageGenerationTaskParams(BaseModel):
|
||||
# Internal flag for benchmark mode - set by API, preserved through serialization
|
||||
bench: bool = False
|
||||
|
||||
@field_validator("size", mode="before")
|
||||
@classmethod
|
||||
def normalize_size(cls, v: object) -> ImageSize:
|
||||
return normalize_image_size(v)
|
||||
|
||||
|
||||
class BenchImageGenerationTaskParams(ImageGenerationTaskParams):
|
||||
bench: bool = True
|
||||
@@ -305,13 +331,18 @@ class ImageEditsTaskParams(BaseModel):
|
||||
quality: Literal["high", "medium", "low"] | None = "medium"
|
||||
output_format: Literal["png", "jpeg", "webp"] = "png"
|
||||
response_format: Literal["url", "b64_json"] | None = "b64_json"
|
||||
size: str | None = "1024x1024"
|
||||
size: ImageSize = "auto"
|
||||
image_strength: float | None = 0.7
|
||||
stream: bool = False
|
||||
partial_images: int | None = 0
|
||||
advanced_params: AdvancedImageParams | None = None
|
||||
bench: bool = False
|
||||
|
||||
@field_validator("size", mode="before")
|
||||
@classmethod
|
||||
def normalize_size(cls, v: object) -> ImageSize:
|
||||
return normalize_image_size(v)
|
||||
|
||||
def __repr_args__(self) -> Generator[tuple[str, Any], None, None]:
|
||||
for name, value in super().__repr_args__(): # pyright: ignore[reportAny]
|
||||
if name == "image_data":
|
||||
|
||||
@@ -1,10 +1,8 @@
|
||||
import time
|
||||
from typing import Generic, TypeVar
|
||||
|
||||
K = TypeVar("K")
|
||||
from collections.abc import Hashable
|
||||
|
||||
|
||||
class KeyedBackoff(Generic[K]):
|
||||
class KeyedBackoff[K: Hashable]:
|
||||
"""Tracks exponential backoff state per key."""
|
||||
|
||||
def __init__(self, base: float = 0.5, cap: float = 10.0):
|
||||
|
||||
@@ -14,6 +14,7 @@ from exo.shared.types.api import (
|
||||
ImageEditsTaskParams,
|
||||
ImageGenerationStats,
|
||||
ImageGenerationTaskParams,
|
||||
ImageSize,
|
||||
)
|
||||
from exo.shared.types.memory import Memory
|
||||
from exo.shared.types.worker.runner_response import (
|
||||
@@ -23,9 +24,9 @@ from exo.shared.types.worker.runner_response import (
|
||||
from exo.worker.engines.image.distributed_model import DistributedImageModel
|
||||
|
||||
|
||||
def parse_size(size_str: str | None) -> tuple[int, int]:
|
||||
def parse_size(size_str: ImageSize) -> tuple[int, int]:
|
||||
"""Parse size parameter like '1024x1024' to (width, height) tuple."""
|
||||
if not size_str:
|
||||
if size_str == "auto":
|
||||
return (1024, 1024)
|
||||
|
||||
try:
|
||||
@@ -109,6 +110,9 @@ def generate_image(
|
||||
# Decode base64 image data and save to temp file
|
||||
image_path = Path(tmpdir) / "input.png"
|
||||
image_path.write_bytes(base64.b64decode(task.image_data))
|
||||
if task.size == "auto":
|
||||
with Image.open(image_path) as img:
|
||||
width, height = img.size
|
||||
|
||||
for image_num in range(num_images):
|
||||
# Increment seed for each image to ensure unique results
|
||||
|
||||
4
uv.lock
generated
4
uv.lock
generated
@@ -367,7 +367,6 @@ version = "0.3.0"
|
||||
source = { editable = "." }
|
||||
dependencies = [
|
||||
{ name = "aiofiles", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
|
||||
{ name = "aiohttp", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
|
||||
{ name = "anyio", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
|
||||
{ name = "exo-pyo3-bindings", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
|
||||
{ name = "fastapi", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
|
||||
@@ -389,7 +388,6 @@ dependencies = [
|
||||
{ name = "rustworkx", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
|
||||
{ name = "tiktoken", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
|
||||
{ name = "tomlkit", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
|
||||
{ name = "types-aiofiles", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
|
||||
{ name = "zstandard", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
|
||||
]
|
||||
|
||||
@@ -406,7 +404,6 @@ dev = [
|
||||
[package.metadata]
|
||||
requires-dist = [
|
||||
{ name = "aiofiles", specifier = ">=24.1.0" },
|
||||
{ name = "aiohttp", specifier = ">=3.12.14" },
|
||||
{ name = "anyio", specifier = "==4.11.0" },
|
||||
{ name = "exo-pyo3-bindings", editable = "rust/exo_pyo3_bindings" },
|
||||
{ name = "fastapi", specifier = ">=0.116.1" },
|
||||
@@ -428,7 +425,6 @@ requires-dist = [
|
||||
{ name = "rustworkx", specifier = ">=0.17.1" },
|
||||
{ name = "tiktoken", specifier = ">=0.12.0" },
|
||||
{ name = "tomlkit", specifier = ">=0.14.0" },
|
||||
{ name = "types-aiofiles", specifier = ">=24.1.0.20250708" },
|
||||
{ name = "zstandard", specifier = ">=0.23.0" },
|
||||
]
|
||||
|
||||
|
||||
Reference in New Issue
Block a user