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Author SHA1 Message Date
Evan
523eff541e aaa 2026-02-18 16:57:07 +00:00
vskiwi
2ebe6216b4 feat: add explicit --offline mode for air-gapped clusters (#1525)
## Motivation

Closes #1510

There is currently no reliable way to run exo on an air-gapped or offline cluster where models are pre-staged on local disks. The two existing mechanisms — `--no-downloads` and `HF_HUB_OFFLINE=1` — each cover only a subset of the problem:

1. **`--no-downloads` blocks model loading**: When passed, `DownloadCoordinator` is not created. No `NodeDownloadProgress` events are ever emitted, so `_model_needs_download()` in `plan.py` perpetually returns `DownloadModel`, short-circuiting `_load_model()` and preventing the model from ever being loaded.

2. **`HF_HUB_OFFLINE=1` doesn't cover exo's aiohttp code**: exo's download pipeline primarily uses raw `aiohttp` for HTTP operations (file list fetching, file downloads, HEAD verification), not the `huggingface_hub` library. These calls will attempt connections and time out on air-gapped networks.

3. **`skip_internet` is not propagated to `download_file_with_retry()`**: Even when `internet_connection = False`, the `_download_file()` function still makes HTTP HEAD calls via `file_meta()` to verify local files and unconditionally attempts downloads for missing files.

## Changes

### `src/exo/main.py`
- Add `--offline` flag to `Args` with env var detection (`EXO_OFFLINE=1`, `HF_HUB_OFFLINE=1`)
- Pass `offline` to `DownloadCoordinator` at creation and re-creation (election loop)

### `src/exo/download/coordinator.py`
- Add `offline: bool = False` field
- In offline mode: set `internet_connection = False` immediately in `__post_init__`, skip `_test_internet_connection()` ping (avoids 3s timeout), skip `_check_internet_connection` periodic loop
- In `_start_download()`: if model is not fully available locally, emit `DownloadFailed` with clear message instead of starting a download task

### `src/exo/download/download_utils.py`
- Add `skip_internet: bool` parameter to `download_file_with_retry()` and `_download_file()`
- When `skip_internet=True` in `_download_file()`: return local file immediately without HTTP HEAD verification; raise `FileNotFoundError` for missing files
- Propagate `skip_internet` from `download_shard()` to `download_file_with_retry()`

### `src/exo/download/tests/test_offline_mode.py` (new)
- 8 tests covering `_download_file`, `download_file_with_retry`, and `fetch_file_list_with_cache` in offline mode

## Why It Works

Unlike `--no-downloads` which disables `DownloadCoordinator` entirely, `--offline` keeps the coordinator running in a restricted mode. The existing `_emit_existing_download_progress()` disk scanner still runs every 60 seconds, emitting `DownloadCompleted` events for pre-staged models. These events flow through the event-sourcing pipeline and populate `state.downloads`, which unblocks `_model_needs_download()` in `plan.py` — no changes to the planning logic required.

```
--offline flag
  → DownloadCoordinator (offline mode)
    → Skip 1.1.1.1 ping, internet_connection = False
    → _emit_existing_download_progress scans disk
      → Emits DownloadCompleted for pre-staged models
        → _model_needs_download sees DownloadCompleted
          → _load_model proceeds normally
```

## Test Plan

### Automated Testing
- `ruff check` — passes
- 8 new tests in `test_offline_mode.py` — all pass
- 11 existing download tests in `test_download_verification.py` — all pass (no regressions)

### Manual Testing
1. Pre-stage a model on disk (e.g., `~/.exo/models/mlx-community--Qwen3-0.6B-4bit/`)
2. Start exo with `--offline` (or `EXO_OFFLINE=1`)
3. Place an instance via API or dashboard
4. Verify: model loads into memory and inference works without any network calls

### Environment
- macOS (Apple Silicon), multi-node cluster with Thunderbolt interconnect
- Models pre-staged via rsync / NFS mount
2026-02-18 16:18:09 +00:00
ciaranbor
f54c80b121 Ciaran/image edit api (#1500)
## Motivation

- Image editing previously ignored input image dimensions, always
defaulting to 1024x1024
- Size dropdown was hidden in edit mode, giving users no control over
output dimensions
- Portrait/landscape presets used non-standard aspect ratios (1024x1365
/ 1365x1024)

## Changes

- Added "auto" size option that uses input image dimensions for edits,
defaults to 1024x1024 for generation
- Introduced ImageSize Literal type and normalize_image_size() validator
(replaces raw str size fields)
  - Updated portrait/landscape presets to standard 1024x1536 / 1536x1024
  - Made size selector visible in edit mode (previously hidden)
  - Default size changed from "1024x1024" to "auto"

## Why It Works

- "auto" reads actual input image dimensions via PIL at generation time,
so edits preserve the original aspect ratio
- Pydantic field_validator on both ImageGenerationTaskParams and
ImageEditsTaskParams normalizes None → "auto", keeping the API
backward-compatible

## Test Plan

### Manual Testing

- Verify image edits output at the input image's native resolution when
size is "auto"
- Verify size dropdown appears and works in both generate and edit modes
2026-02-18 16:05:39 +00:00
rltakashige
48b8f86395 Add support for GLM 5 (#1526)
## Motivation

Add GLM 5 support in favor of #1513 

## Changes

<!-- Describe what you changed in detail -->

## Why It Works

<!-- Explain why your approach solves the problem -->

## Test Plan

### Manual Testing
<!-- Hardware: (e.g., MacBook Pro M1 Max 32GB, Mac Mini M2 16GB,
connected via Thunderbolt 4) -->
<!-- What you did: -->
<!-- - -->

### Automated Testing
<!-- Describe changes to automated tests, or how existing tests cover
this change -->
<!-- - -->
2026-02-18 14:04:06 +00:00
Evan
5cbd6377a2 prioritize official model cards over custom model cards
our old model card search path would override official model cards with
custom model cards - our packaged model cards should always be the
default here
2026-02-18 13:20:05 +00:00
Evan Quiney
8f01523ddb remove dead code (#1496) 2026-02-18 11:43:27 +00:00
48 changed files with 1954 additions and 756 deletions

View File

@@ -0,0 +1,46 @@
"""Type stubs for mlx_lm.models.glm_moe_dsa"""
from dataclasses import dataclass
from typing import Any, Dict, Optional
from .base import BaseModelArgs
from .deepseek_v32 import Model as DSV32Model
@dataclass
class ModelArgs(BaseModelArgs):
model_type: str
vocab_size: int
hidden_size: int
index_head_dim: int
index_n_heads: int
index_topk: int
intermediate_size: int
moe_intermediate_size: int
num_hidden_layers: int
num_attention_heads: int
num_key_value_heads: int
n_shared_experts: Optional[int]
n_routed_experts: Optional[int]
routed_scaling_factor: float
kv_lora_rank: int
q_lora_rank: int
qk_rope_head_dim: int
v_head_dim: int
qk_nope_head_dim: int
topk_method: str
scoring_func: str
norm_topk_prob: bool
n_group: int
topk_group: int
num_experts_per_tok: int
moe_layer_freq: int
first_k_dense_replace: int
max_position_embeddings: int
rms_norm_eps: float
rope_parameters: Dict[str, Any]
attention_bias: bool
rope_scaling: Dict[str, Any] | None
rope_theta: float | None
class Model(DSV32Model):
def __init__(self, config: ModelArgs) -> None: ...

152
Cargo.lock generated
View File

@@ -125,9 +125,9 @@ dependencies = [
[[package]]
name = "anyhow"
version = "1.0.101"
version = "1.0.100"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "5f0e0fee31ef5ed1ba1316088939cea399010ed7731dba877ed44aeb407a75ea"
checksum = "a23eb6b1614318a8071c9b2521f36b424b2c83db5eb3a0fead4a6c0809af6e61"
[[package]]
name = "arc-swap"
@@ -165,7 +165,7 @@ checksum = "3109e49b1e4909e9db6515a30c633684d68cdeaa252f215214cb4fa1a5bfee2c"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
"synstructure",
]
@@ -177,7 +177,7 @@ checksum = "7b18050c2cd6fe86c3a76584ef5e0baf286d038cda203eb6223df2cc413565f7"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -224,7 +224,7 @@ checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -421,9 +421,9 @@ dependencies = [
[[package]]
name = "chrono"
version = "0.4.43"
version = "0.4.42"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "fac4744fb15ae8337dc853fee7fb3f4e48c0fbaa23d0afe49c447b4fab126118"
checksum = "145052bdd345b87320e369255277e3fb5152762ad123a901ef5c262dd38fe8d2"
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@@ -644,7 +644,7 @@ checksum = "f46882e17999c6cc590af592290432be3bce0428cb0d5f8b6715e4dc7b383eb3"
dependencies = [
"proc-macro2",
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[[package]]
@@ -670,7 +670,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8d162beedaa69905488a8da94f5ac3edb4dd4788b732fadb7bd120b2625c1976"
dependencies = [
"data-encoding",
"syn 1.0.109",
"syn 2.0.111",
]
[[package]]
@@ -681,7 +681,7 @@ checksum = "780eb241654bf097afb00fc5f054a09b687dad862e485fdcf8399bb056565370"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -738,7 +738,7 @@ checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -820,7 +820,7 @@ dependencies = [
"heck",
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
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"delegate",
"env_logger",
"extend",
"futures-lite",
"futures",
"libp2p",
"log",
"networking",
@@ -911,15 +911,9 @@ checksum = "311a6d2f1f9d60bff73d2c78a0af97ed27f79672f15c238192a5bbb64db56d00"
dependencies = [
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"quote",
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]
[[package]]
name = "fastrand"
version = "2.3.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "37909eebbb50d72f9059c3b6d82c0463f2ff062c9e95845c43a6c9c0355411be"
[[package]]
name = "ff"
version = "0.13.1"
@@ -1028,10 +1022,7 @@ version = "2.6.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f78e10609fe0e0b3f4157ffab1876319b5b0db102a2c60dc4626306dc46b44ad"
dependencies = [
"fastrand",
"futures-core",
"futures-io",
"parking",
"pin-project-lite",
]
@@ -1043,7 +1034,7 @@ checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
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]
[[package]]
@@ -1657,7 +1648,7 @@ dependencies = [
"heck",
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -1711,7 +1702,7 @@ checksum = "980af8b43c3ad5d8d349ace167ec8170839f753a42d233ba19e08afe1850fa69"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
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]
[[package]]
@@ -2300,7 +2291,7 @@ checksum = "dd297cf53f0cb3dee4d2620bb319ae47ef27c702684309f682bdb7e55a18ae9c"
dependencies = [
"heck",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -2762,7 +2753,7 @@ dependencies = [
"delegate",
"either",
"extend",
"futures-lite",
"futures",
"futures-timer",
"keccak-const",
"libp2p",
@@ -2838,9 +2829,9 @@ dependencies = [
[[package]]
name = "num-conv"
version = "0.2.0"
version = "0.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "cf97ec579c3c42f953ef76dbf8d55ac91fb219dde70e49aa4a6b7d74e9919050"
checksum = "51d515d32fb182ee37cda2ccdcb92950d6a3c2893aa280e540671c2cd0f3b1d9"
[[package]]
name = "num-integer"
@@ -3053,7 +3044,7 @@ checksum = "6e918e4ff8c4549eb882f14b3a4bc8c8bc93de829416eacf579f1207a8fbf861"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -3165,9 +3156,9 @@ dependencies = [
[[package]]
name = "proc-macro2"
version = "1.0.106"
version = "1.0.103"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8fd00f0bb2e90d81d1044c2b32617f68fcb9fa3bb7640c23e9c748e53fb30934"
checksum = "5ee95bc4ef87b8d5ba32e8b7714ccc834865276eab0aed5c9958d00ec45f49e8"
dependencies = [
"unicode-ident",
]
@@ -3192,7 +3183,7 @@ checksum = "440f724eba9f6996b75d63681b0a92b06947f1457076d503a4d2e2c8f56442b8"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -3236,7 +3227,7 @@ checksum = "bcd7d70ee0ca1661c40407e6f84e4463ef2658c90a9e2fbbd4515b2bcdfcaeca"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -3278,7 +3269,7 @@ dependencies = [
"proc-macro2",
"pyo3-macros-backend",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -3291,14 +3282,14 @@ dependencies = [
"proc-macro2",
"pyo3-build-config",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
name = "pyo3-stub-gen"
version = "0.19.0"
version = "0.17.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b159f7704044f57d058f528a6f1f22a0a0a327dcb595c5fb38beae658e0338d6"
checksum = "398b833826a83ca72c1e26d1b2c7c71f9ca7c3bfc74eacc663901895c362ae33"
dependencies = [
"anyhow",
"chrono",
@@ -3313,25 +3304,22 @@ dependencies = [
"ordered-float",
"pyo3",
"pyo3-stub-gen-derive",
"rustpython-parser",
"serde",
"serde_json",
"time",
"toml",
]
[[package]]
name = "pyo3-stub-gen-derive"
version = "0.19.0"
version = "0.17.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "a8c79e7c5b1fcec7c39ab186594658a971c59911eb6fbab5a5932cf2318534be"
checksum = "2426ba759d848787239d80f9fdb1f223786976f87fb6c3da8188ca7c17744b28"
dependencies = [
"heck",
"indexmap",
"proc-macro2",
"quote",
"rustpython-parser",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
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[[package]]
name = "quote"
version = "1.0.44"
version = "1.0.42"
source = "registry+https://github.com/rust-lang/crates.io-index"
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dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
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[[package]]
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[[package]]
name = "serde_spanned"
version = "1.0.4"
version = "1.0.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "e24345aa0fe688594e73770a5f6d1b216508b4f93484c0026d521acd30134392"
dependencies = [
"serde_core",
]
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name = "syn"
version = "2.0.116"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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@@ -4112,7 +4100,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
dependencies = [
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dependencies = [
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dependencies = [
"proc-macro2",
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name = "time"
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@@ -4312,7 +4300,7 @@ checksum = "af407857209536a95c8e56f8231ef2c2e2aff839b22e07a1ffcbc617e9db9fa5"
dependencies = [
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@@ -4330,9 +4318,9 @@ dependencies = [
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name = "toml"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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@@ -4392,7 +4380,7 @@ checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
dependencies = [
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@@ -4704,7 +4692,7 @@ dependencies = [
"bumpalo",
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
"wasm-bindgen-shared",
]
@@ -4846,7 +4834,7 @@ checksum = "9107ddc059d5b6fbfbffdfa7a7fe3e22a226def0b2608f72e9d552763d3e1ad7"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -4857,7 +4845,7 @@ checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -4868,7 +4856,7 @@ checksum = "29bee4b38ea3cde66011baa44dba677c432a78593e202392d1e9070cf2a7fca7"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -4879,7 +4867,7 @@ checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -5268,7 +5256,7 @@ checksum = "b659052874eb698efe5b9e8cf382204678a0086ebf46982b79d6ca3182927e5d"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
"synstructure",
]
@@ -5289,7 +5277,7 @@ checksum = "d8a8d209fdf45cf5138cbb5a506f6b52522a25afccc534d1475dad8e31105c6a"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -5309,7 +5297,7 @@ checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
"synstructure",
]
@@ -5330,7 +5318,7 @@ checksum = "ce36e65b0d2999d2aafac989fb249189a141aee1f53c612c1f37d72631959f69"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]
[[package]]
@@ -5363,5 +5351,5 @@ checksum = "eadce39539ca5cb3985590102671f2567e659fca9666581ad3411d59207951f3"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.116",
"syn 2.0.111",
]

View File

@@ -37,7 +37,6 @@ keccak-const = "0.2"
# Async dependencies
tokio = "1.46"
futures = "0.3"
futures-lite = "2.6.1"
futures-timer = "3.0"
# Data structures

View File

@@ -59,13 +59,14 @@
}
const sizeOptions: ImageGenerationParams["size"][] = [
"auto",
"512x512",
"768x768",
"1024x1024",
"1024x768",
"768x1024",
"1024x1365",
"1365x1024",
"1024x1536",
"1536x1024",
];
const qualityOptions: ImageGenerationParams["quality"][] = [
@@ -176,92 +177,90 @@
<div class="border-b border-exo-medium-gray/30 px-3 py-2">
<!-- Basic params row -->
<div class="flex items-center gap-3 flex-wrap">
<!-- Size (hidden in edit mode - output size comes from input image) -->
{#if !isEditMode}
<div class="flex items-center gap-1.5">
<span class="text-xs text-exo-light-gray uppercase tracking-wider"
>SIZE:</span
<!-- Size -->
<div class="flex items-center gap-1.5">
<span class="text-xs text-exo-light-gray uppercase tracking-wider"
>SIZE:</span
>
<div class="relative">
<button
bind:this={sizeButtonRef}
type="button"
onclick={() => (isSizeDropdownOpen = !isSizeDropdownOpen)}
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
? 'border-exo-yellow/70'
: ''}"
>
<div class="relative">
<button
bind:this={sizeButtonRef}
type="button"
onclick={() => (isSizeDropdownOpen = !isSizeDropdownOpen)}
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
? 'border-exo-yellow/70'
: ''}"
{params.size.toUpperCase()}
</button>
<div
class="absolute right-1.5 top-1/2 -translate-y-1/2 pointer-events-none transition-transform duration-200 {isSizeDropdownOpen
? 'rotate-180'
: ''}"
>
<svg
class="w-3 h-3 text-exo-yellow/60"
fill="none"
viewBox="0 0 24 24"
stroke="currentColor"
>
{params.size}
</button>
<div
class="absolute right-1.5 top-1/2 -translate-y-1/2 pointer-events-none transition-transform duration-200 {isSizeDropdownOpen
? 'rotate-180'
: ''}"
>
<svg
class="w-3 h-3 text-exo-yellow/60"
fill="none"
viewBox="0 0 24 24"
stroke="currentColor"
>
<path
stroke-linecap="round"
stroke-linejoin="round"
stroke-width="2"
d="M19 9l-7 7-7-7"
/>
</svg>
<path
stroke-linecap="round"
stroke-linejoin="round"
stroke-width="2"
d="M19 9l-7 7-7-7"
/>
</svg>
</div>
</div>
{#if isSizeDropdownOpen}
<!-- Backdrop to close dropdown -->
<button
type="button"
class="fixed inset-0 z-[9998] cursor-default"
onclick={() => (isSizeDropdownOpen = false)}
aria-label="Close dropdown"
></button>
<!-- 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 overflow-x-hidden min-w-max"
style="bottom: calc(100vh - {sizeDropdownPosition()
.top}px + 4px); left: {sizeDropdownPosition().left}px;"
>
<div class="py-1">
{#each sizeOptions as size}
<button
type="button"
onclick={() => selectSize(size)}
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 ===
size
? 'bg-transparent text-exo-yellow'
: 'text-exo-light-gray hover:text-exo-yellow'}"
>
{#if params.size === size}
<svg
class="w-3 h-3 flex-shrink-0"
fill="currentColor"
viewBox="0 0 20 20"
>
<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"
clip-rule="evenodd"
/>
</svg>
{:else}
<span class="w-3"></span>
{/if}
<span>{size.toUpperCase()}</span>
</button>
{/each}
</div>
</div>
{#if isSizeDropdownOpen}
<!-- Backdrop to close dropdown -->
<button
type="button"
class="fixed inset-0 z-[9998] cursor-default"
onclick={() => (isSizeDropdownOpen = false)}
aria-label="Close dropdown"
></button>
<!-- 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"
style="bottom: calc(100vh - {sizeDropdownPosition()
.top}px + 4px); left: {sizeDropdownPosition().left}px;"
>
<div class="py-1">
{#each sizeOptions as size}
<button
type="button"
onclick={() => selectSize(size)}
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 ===
size
? 'bg-transparent text-exo-yellow'
: 'text-exo-light-gray hover:text-exo-yellow'}"
>
{#if params.size === size}
<svg
class="w-3 h-3 flex-shrink-0"
fill="currentColor"
viewBox="0 0 20 20"
>
<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"
clip-rule="evenodd"
/>
</svg>
{:else}
<span class="w-3"></span>
{/if}
<span>{size}</span>
</button>
{/each}
</div>
</div>
{/if}
</div>
{/if}
{/if}
</div>
<!-- Quality -->
<div class="flex items-center gap-1.5">
@@ -311,7 +310,7 @@
<!-- 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"
style="bottom: calc(100vh - {qualityDropdownPosition()
.top}px + 4px); left: {qualityDropdownPosition().left}px;"
>

View File

@@ -306,13 +306,14 @@ const IMAGE_PARAMS_STORAGE_KEY = "exo-image-generation-params";
export interface ImageGenerationParams {
// Basic params
size:
| "auto"
| "512x512"
| "768x768"
| "1024x1024"
| "1024x768"
| "768x1024"
| "1024x1365"
| "1365x1024";
| "1024x1536"
| "1536x1024";
quality: "low" | "medium" | "high";
outputFormat: "png" | "jpeg";
numImages: number;
@@ -336,7 +337,7 @@ export interface EditingImage {
}
const DEFAULT_IMAGE_PARAMS: ImageGenerationParams = {
size: "1024x1024",
size: "auto",
quality: "medium",
outputFormat: "png",
numImages: 1,

View File

@@ -41,7 +41,7 @@ let
mlx = stdenv.mkDerivation rec {
pname = "mlx";
version = let v = "0.30.7.dev20260217+50487b41"; in
version = let v = "0.30.7.dev20260218+14841977"; in
assert v == uvLockMlxVersion || throw "MLX version mismatch: nix/mlx.nix has ${v} but uv.lock has ${uvLockMlxVersion}. Update both the version and hash in nix/mlx.nix.";
v;
pyproject = true;
@@ -49,8 +49,8 @@ let
src = fetchFromGitHub {
owner = "rltakashige";
repo = "mlx-jaccl-fix-small-recv";
rev = "50487b4141f3c951122655db3b83df5146c1fbeb";
hash = "sha256-IL4a9vMX5nocgJU1WG4zE8hArHkHJtnh4sdYh3od5zU=";
rev = "1484197707f35186ad3bd614357c7c47fdf86ebc";
hash = "sha256-FupCMoK/SF/ldfKuvMSAKECcOP8c+ANgkQlPZttDsLk=";
};
patches = [

View File

@@ -6,8 +6,6 @@ readme = "README.md"
requires-python = ">=3.13"
dependencies = [
"aiofiles>=24.1.0",
"aiohttp>=3.12.14",
"types-aiofiles>=24.1.0.20250708",
"pydantic>=2.11.7",
"fastapi>=0.116.1",
"filelock>=3.18.0",

View File

@@ -0,0 +1,12 @@
model_id = "mlx-community/GLM-5-8bit-MXFP8"
n_layers = 78
hidden_size = 6144
supports_tensor = true
tasks = ["TextGeneration"]
family = "glm"
quantization = "8bit"
base_model = "GLM-5"
capabilities = ["text", "thinking"]
[storage_size]
in_bytes = 790517400864

View File

@@ -0,0 +1,12 @@
model_id = "mlx-community/GLM-5-MXFP4-Q8"
n_layers = 78
hidden_size = 6144
supports_tensor = true
tasks = ["TextGeneration"]
family = "glm"
quantization = "MXFP4-Q8"
base_model = "GLM-5"
capabilities = ["text", "thinking"]
[storage_size]
in_bytes = 405478939008

View File

@@ -0,0 +1,12 @@
model_id = "mlx-community/GLM-5"
n_layers = 78
hidden_size = 6144
supports_tensor = true
tasks = ["TextGeneration"]
family = "glm"
quantization = "bf16"
base_model = "GLM-5"
capabilities = ["text", "thinking"]
[storage_size]
in_bytes = 1487822475264

View File

@@ -27,7 +27,7 @@ networking = { workspace = true }
# interop
pyo3 = { version = "0.27.2", features = [
# "abi3-py313", # tells pyo3 (and maturin) to build using the stable ABI with minimum Python version 3.13
# "nightly", # enables better-supported GIL integration
"nightly", # enables better-supported GIL integration
"experimental-async", # async support in #[pyfunction] & #[pymethods]
#"experimental-inspect", # inspection of generated binary => easier to automate type-hint generation
#"py-clone", # adding Clone-ing of `Py<T>` without GIL (may cause panics - remove if panics happen)
@@ -38,7 +38,7 @@ pyo3 = { version = "0.27.2", features = [
# "ordered-float", "rust_decimal", "smallvec",
# "anyhow", "chrono", "chrono-local", "chrono-tz", "eyre", "jiff-02", "lock_api", "parking-lot", "time", "serde",
] }
pyo3-stub-gen = { version = "0.19.0" }
pyo3-stub-gen = { version = "0.17.2" }
pyo3-async-runtimes = { version = "0.27.0", features = ["attributes", "tokio-runtime", "testing"] }
pyo3-log = "0.13.2"
@@ -49,7 +49,7 @@ pin-project = { workspace = true }
# async runtime
tokio = { workspace = true, features = ["full", "tracing"] }
futures-lite = { workspace = true }
futures = { workspace = true }
# utility dependencies
util = { workspace = true }

View File

@@ -1,85 +1,155 @@
# This file is automatically generated by pyo3_stub_gen
# ruff: noqa: E501, F401, F403, F405
# ruff: noqa: E501, F401
import builtins
import enum
import typing
__all__ = [
"AllQueuesFullError",
"Keypair",
"NoPeersSubscribedToTopicError",
"PyMessage",
"PySwarm",
]
@typing.final
class AllQueuesFullError(builtins.Exception):
def __new__(cls, *_a: typing.Any) -> AllQueuesFullError: ...
def __new__(cls, *args: typing.Any) -> AllQueuesFullError: ...
def __repr__(self) -> builtins.str: ...
def __str__(self) -> builtins.str: ...
@typing.final
class ConnectionUpdate:
@property
def update_type(self) -> ConnectionUpdateType:
r"""
Whether this is a connection or disconnection event
"""
@property
def peer_id(self) -> PeerId:
r"""
Identity of the peer that we have connected to or disconnected from.
"""
@property
def remote_ipv4(self) -> builtins.str:
r"""
Remote connection's IPv4 address.
"""
@property
def remote_tcp_port(self) -> builtins.int:
r"""
Remote connection's TCP port.
"""
@typing.final
class Keypair:
r"""
Identity keypair of a node.
"""
@staticmethod
def generate() -> Keypair:
def generate_ed25519() -> Keypair:
r"""
Generate a new Ed25519 keypair.
"""
@staticmethod
def deserialize(bytes: bytes) -> Keypair:
def generate_ecdsa() -> Keypair:
r"""
Generate a new ECDSA keypair.
"""
@staticmethod
def generate_secp256k1() -> Keypair:
r"""
Generate a new Secp256k1 keypair.
"""
@staticmethod
def from_protobuf_encoding(bytes: bytes) -> Keypair:
r"""
Decode a private key from a protobuf structure and parse it as a `Keypair`.
"""
def serialize(self) -> bytes:
@staticmethod
def rsa_from_pkcs8(bytes: bytes) -> Keypair:
r"""
Decode an keypair from a DER-encoded secret key in PKCS#8 `PrivateKeyInfo`
format (i.e. unencrypted) as defined in [RFC5208].
[RFC5208]: https://tools.ietf.org/html/rfc5208#section-5
"""
@staticmethod
def secp256k1_from_der(bytes: bytes) -> Keypair:
r"""
Decode a keypair from a DER-encoded Secp256k1 secret key in an `ECPrivateKey`
structure as defined in [RFC5915].
[RFC5915]: https://tools.ietf.org/html/rfc5915
"""
@staticmethod
def ed25519_from_bytes(bytes: bytes) -> Keypair: ...
def to_protobuf_encoding(self) -> bytes:
r"""
Encode a private key as protobuf structure.
"""
def to_string(self) -> builtins.str:
def to_peer_id(self) -> PeerId:
r"""
Convert the `Keypair` into the corresponding `PeerId`.
"""
@typing.final
class NoPeersSubscribedToTopicError(builtins.Exception):
def __new__(cls, *_a: typing.Any) -> NoPeersSubscribedToTopicError: ...
def __str__(self) -> builtins.str: ...
class PyMessage:
@typing.final
class Connection(PyMessage):
__match_args__ = ("node_id", "connected",)
@property
def node_id(self) -> builtins.str: ...
@property
def connected(self) -> builtins.bool: ...
def __new__(cls, node_id: builtins.str, connected: builtins.bool) -> PyMessage.Connection: ...
@typing.final
class Gossip(PyMessage):
__match_args__ = ("node_id", "topic", "data",)
@property
def node_id(self) -> builtins.str: ...
@property
def topic(self) -> builtins.str: ...
@property
def data(self) -> bytes: ...
def __new__(cls, node_id: builtins.str, topic: builtins.str, data: bytes) -> PyMessage.Gossip: ...
...
class Multiaddr:
r"""
Representation of a Multiaddr.
"""
@staticmethod
def empty() -> Multiaddr:
r"""
Create a new, empty multiaddress.
"""
@staticmethod
def with_capacity(n: builtins.int) -> Multiaddr:
r"""
Create a new, empty multiaddress with the given capacity.
"""
@staticmethod
def from_bytes(bytes: bytes) -> Multiaddr:
r"""
Parse a `Multiaddr` value from its byte slice representation.
"""
@staticmethod
def from_string(string: builtins.str) -> Multiaddr:
r"""
Parse a `Multiaddr` value from its string representation.
"""
def len(self) -> builtins.int:
r"""
Return the length in bytes of this multiaddress.
"""
def is_empty(self) -> builtins.bool:
r"""
Returns true if the length of this multiaddress is 0.
"""
def to_bytes(self) -> bytes:
r"""
Return a copy of this [`Multiaddr`]'s byte representation.
"""
def to_string(self) -> builtins.str:
r"""
Convert a Multiaddr to a string.
"""
@typing.final
class PySwarm:
def __new__(cls, identity: Keypair) -> PySwarm: ...
async def recv(self) -> PyMessage:
class NetworkingHandle:
def __new__(cls, identity: Keypair) -> NetworkingHandle: ...
async def connection_update_recv(self) -> ConnectionUpdate:
r"""
Receives the next message from networking.
Receives the next `ConnectionUpdate` from networking.
"""
async def gossipsub_subscribe(self, topic: builtins.str) -> None:
async def connection_update_recv_many(self, limit: builtins.int) -> builtins.list[ConnectionUpdate]:
r"""
Receives at most `limit` `ConnectionUpdate`s from networking and returns them.
For `limit = 0`, an empty collection of `ConnectionUpdate`s will be returned immediately.
For `limit > 0`, if there are no `ConnectionUpdate`s in the channel's queue this method
will sleep until a `ConnectionUpdate`s is sent.
"""
async def gossipsub_subscribe(self, topic: builtins.str) -> builtins.bool:
r"""
Subscribe to a `GossipSub` topic.
Returns `True` if the subscription worked. Returns `False` if we were already subscribed.
"""
async def gossipsub_unsubscribe(self, topic: builtins.str) -> None:
async def gossipsub_unsubscribe(self, topic: builtins.str) -> builtins.bool:
r"""
Unsubscribes from a `GossipSub` topic.
@@ -87,6 +157,65 @@ class PySwarm:
"""
async def gossipsub_publish(self, topic: builtins.str, data: bytes) -> None:
r"""
Publishes a message to the network on a specific topic.
Publishes a message with multiple topics to the `GossipSub` network.
If no peers are found that subscribe to this topic, throws `NoPeersSubscribedToTopicError` exception.
"""
async def gossipsub_recv(self) -> tuple[builtins.str, bytes]:
r"""
Receives the next message from the `GossipSub` network.
"""
async def gossipsub_recv_many(self, limit: builtins.int) -> builtins.list[tuple[builtins.str, bytes]]:
r"""
Receives at most `limit` messages from the `GossipSub` network and returns them.
For `limit = 0`, an empty collection of messages will be returned immediately.
For `limit > 0`, if there are no messages in the channel's queue this method
will sleep until a message is sent.
"""
@typing.final
class NoPeersSubscribedToTopicError(builtins.Exception):
def __new__(cls, *args: typing.Any) -> NoPeersSubscribedToTopicError: ...
def __repr__(self) -> builtins.str: ...
def __str__(self) -> builtins.str: ...
@typing.final
class PeerId:
r"""
Identifier of a peer of the network.
The data is a `CIDv0` compatible multihash of the protobuf encoded public key of the peer
as specified in [specs/peer-ids](https://github.com/libp2p/specs/blob/master/peer-ids/peer-ids.md).
"""
@staticmethod
def random() -> PeerId:
r"""
Generates a random peer ID from a cryptographically secure PRNG.
This is useful for randomly walking on a DHT, or for testing purposes.
"""
@staticmethod
def from_bytes(bytes: bytes) -> PeerId:
r"""
Parses a `PeerId` from bytes.
"""
def to_bytes(self) -> bytes:
r"""
Returns a raw bytes representation of this `PeerId`.
"""
def to_base58(self) -> builtins.str:
r"""
Returns a base-58 encoded string of this `PeerId`.
"""
def __repr__(self) -> builtins.str: ...
def __str__(self) -> builtins.str: ...
@typing.final
class ConnectionUpdateType(enum.Enum):
r"""
Connection or disconnection event discriminant type.
"""
Connected = ...
Disconnected = ...

View File

@@ -1,22 +1,38 @@
//! See: <https://pyo3.rs/v0.27.2/async-await.html#detaching-from-the-interpreter-across-await>
//! SEE: https://pyo3.rs/v0.26.0/async-await.html#detaching-from-the-interpreter-across-await
//!
use pin_project::pin_project;
use pyo3::marker::Ungil;
use pyo3::prelude::*;
use std::{
future::Future,
pin::{Pin, pin},
pin::Pin,
task::{Context, Poll},
};
pub struct AllowThreads<F>(pub(crate) F);
/// SEE: https://pyo3.rs/v0.26.0/async-await.html#detaching-from-the-interpreter-across-await
#[pin_project]
#[repr(transparent)]
pub(crate) struct AllowThreads<F>(#[pin] F);
impl<F> AllowThreads<F>
where
Self: Future,
{
pub fn new(f: F) -> Self {
Self(f)
}
}
impl<F> Future for AllowThreads<F>
where
F: Future + Unpin + Send,
F::Output: Send,
F: Future + Ungil,
F::Output: Ungil,
{
type Output = F::Output;
fn poll(mut self: Pin<&mut Self>, cx: &mut Context<'_>) -> Poll<Self::Output> {
fn poll(self: Pin<&mut Self>, cx: &mut Context<'_>) -> Poll<Self::Output> {
let waker = cx.waker();
Python::attach(|py| py.detach(|| pin!(&mut self.0).poll(&mut Context::from_waker(waker))))
Python::attach(|py| py.detach(|| self.project().0.poll(&mut Context::from_waker(waker))))
}
}

View File

@@ -1,47 +0,0 @@
use crate::ext::ResultExt as _;
use libp2p::identity::Keypair;
use pyo3::prelude::{PyBytesMethods as _, PyModule, PyModuleMethods as _};
use pyo3::types::PyBytes;
use pyo3::{Bound, PyResult, Python, pyclass, pymethods};
use pyo3_stub_gen::derive::{gen_stub_pyclass, gen_stub_pymethods};
/// Identity keypair of a node.
#[gen_stub_pyclass]
#[pyclass(name = "Keypair", frozen)]
#[repr(transparent)]
pub struct PyKeypair(pub Keypair);
#[gen_stub_pymethods]
#[pymethods]
#[allow(clippy::needless_pass_by_value)]
impl PyKeypair {
/// Generate a new Ed25519 keypair.
#[staticmethod]
fn generate() -> Self {
Self(Keypair::generate_ed25519())
}
/// Decode a private key from a protobuf structure and parse it as a `Keypair`.
#[staticmethod]
fn deserialize(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
let bytes = Vec::from(bytes.as_bytes());
Ok(Self(Keypair::from_protobuf_encoding(&bytes).pyerr()?))
}
/// Encode a private key as protobuf structure.
fn serialize<'py>(&self, py: Python<'py>) -> PyResult<Bound<'py, PyBytes>> {
let bytes = self.0.to_protobuf_encoding().pyerr()?;
Ok(PyBytes::new(py, &bytes))
}
/// Convert the `Keypair` into the corresponding `PeerId`.
fn to_string(&self) -> String {
self.0.public().to_peer_id().to_base58()
}
}
pub fn ident_submodule(m: &Bound<'_, PyModule>) -> PyResult<()> {
m.add_class::<PyKeypair>()?;
Ok(())
}

View File

@@ -4,12 +4,25 @@
//!
//!
mod allow_threading;
mod ident;
mod networking;
// enable Rust-unstable features for convenience
#![feature(trait_alias)]
#![feature(tuple_trait)]
#![feature(unboxed_closures)]
// #![feature(stmt_expr_attributes)]
// #![feature(assert_matches)]
// #![feature(async_fn_in_dyn_trait)]
// #![feature(async_for_loop)]
// #![feature(auto_traits)]
// #![feature(negative_impls)]
extern crate core;
mod allow_threading;
pub(crate) mod networking;
pub(crate) mod pylibp2p;
use crate::ident::ident_submodule;
use crate::networking::networking_submodule;
use crate::pylibp2p::ident::ident_submodule;
use crate::pylibp2p::multiaddr::multiaddr_submodule;
use pyo3::prelude::PyModule;
use pyo3::{Bound, PyResult, pyclass, pymodule};
use pyo3_stub_gen::define_stub_info_gatherer;
@@ -19,13 +32,25 @@ pub(crate) mod r#const {
pub const MPSC_CHANNEL_SIZE: usize = 1024;
}
/// Namespace for all the type/trait aliases used by this crate.
pub(crate) mod alias {
use std::marker::Tuple;
pub trait SendFn<Args: Tuple + Send + 'static, Output> =
Fn<Args, Output = Output> + Send + 'static;
}
/// Namespace for crate-wide extension traits/methods
pub(crate) mod ext {
use crate::allow_threading::AllowThreads;
use extend::ext;
use pyo3::exceptions::PyRuntimeError;
use pyo3::exceptions::{PyConnectionError, PyRuntimeError};
use pyo3::types::PyBytes;
use pyo3::{Py, PyResult, Python};
use pyo3::{Py, PyErr, PyResult, Python};
use tokio::runtime::Runtime;
use tokio::sync::mpsc;
use tokio::sync::mpsc::error::TryRecvError;
use tokio::task::JoinHandle;
#[ext(pub, name = ByteArrayExt)]
impl [u8] {
@@ -45,16 +70,102 @@ pub(crate) mod ext {
}
pub trait FutureExt: Future + Sized {
/// SEE: https://pyo3.rs/v0.27.2/async-await.html#detaching-from-the-interpreter-across-await
/// SEE: https://pyo3.rs/v0.26.0/async-await.html#detaching-from-the-interpreter-across-await
fn allow_threads_py(self) -> AllowThreads<Self>
where
AllowThreads<Self>: Future,
{
AllowThreads(self)
AllowThreads::new(self)
}
}
impl<T: Future> FutureExt for T {}
#[ext(pub, name = PyErrExt)]
impl PyErr {
fn receiver_channel_closed() -> Self {
PyConnectionError::new_err("Receiver channel closed unexpectedly")
}
}
#[ext(pub, name = PyResultExt)]
impl<T> PyResult<T> {
fn write_unraisable(self) -> Option<T> {
Python::attach(|py| self.write_unraisable_with(py))
}
fn write_unraisable_with(self, py: Python<'_>) -> Option<T> {
match self {
Ok(v) => Some(v),
Err(e) => {
// write error back to python
e.write_unraisable(py, None);
None
}
}
}
}
#[ext(pub, name = TokioRuntimeExt)]
impl Runtime {
fn spawn_with_scope<F>(&self, py: Python<'_>, future: F) -> PyResult<JoinHandle<F::Output>>
where
F: Future + Send + 'static,
F::Output: Send + 'static,
{
let locals = pyo3_async_runtimes::tokio::get_current_locals(py)?;
Ok(self.spawn(pyo3_async_runtimes::tokio::scope(locals, future)))
}
}
#[ext(pub, name = TokioMpscSenderExt)]
impl<T> mpsc::Sender<T> {
/// Sends a value, waiting until there is capacity.
///
/// A successful send occurs when it is determined that the other end of the
/// channel has not hung up already. An unsuccessful send would be one where
/// the corresponding receiver has already been closed.
async fn send_py(&self, value: T) -> PyResult<()> {
self.send(value)
.await
.map_err(|_| PyErr::receiver_channel_closed())
}
}
#[ext(pub, name = TokioMpscReceiverExt)]
impl<T> mpsc::Receiver<T> {
/// Receives the next value for this receiver.
async fn recv_py(&mut self) -> PyResult<T> {
self.recv().await.ok_or_else(PyErr::receiver_channel_closed)
}
/// Receives at most `limit` values for this receiver and returns them.
///
/// For `limit = 0`, an empty collection of messages will be returned immediately.
/// For `limit > 0`, if there are no messages in the channel's queue this method
/// will sleep until a message is sent.
async fn recv_many_py(&mut self, limit: usize) -> PyResult<Vec<T>> {
// get updates from receiver channel
let mut updates = Vec::with_capacity(limit);
let received = self.recv_many(&mut updates, limit).await;
// if we received zero items, then the channel was unexpectedly closed
if limit != 0 && received == 0 {
return Err(PyErr::receiver_channel_closed());
}
Ok(updates)
}
/// Tries to receive the next value for this receiver.
fn try_recv_py(&mut self) -> PyResult<Option<T>> {
match self.try_recv() {
Ok(v) => Ok(Some(v)),
Err(TryRecvError::Empty) => Ok(None),
Err(TryRecvError::Disconnected) => Err(PyErr::receiver_channel_closed()),
}
}
}
}
/// A Python module implemented in Rust. The name of this function must match
@@ -65,9 +176,16 @@ fn main_module(m: &Bound<'_, PyModule>) -> PyResult<()> {
// install logger
pyo3_log::init();
// TODO: for now this is all NOT a submodule, but figure out how to make the submodule system
// work with maturin, where the types generate correctly, in the right folder, without
// too many importing issues...
ident_submodule(m)?;
multiaddr_submodule(m)?;
networking_submodule(m)?;
// top-level constructs
// TODO: ...
Ok(())
}

View File

@@ -1,20 +1,27 @@
#![allow(
clippy::multiple_inherent_impl,
clippy::unnecessary_wraps,
clippy::unused_self,
clippy::needless_pass_by_value
)]
use crate::r#const::MPSC_CHANNEL_SIZE;
use crate::ext::ResultExt as _;
use crate::ext::{ByteArrayExt as _, FutureExt as _};
use crate::ident::PyKeypair;
use crate::networking::exception::{PyAllQueuesFullError, PyNoPeersSubscribedToTopicError};
use crate::ext::{ByteArrayExt as _, FutureExt, PyErrExt as _};
use crate::ext::{ResultExt as _, TokioMpscReceiverExt as _, TokioMpscSenderExt as _};
use crate::pyclass;
use futures_lite::FutureExt as _;
use networking::swarm::{FromSwarm, Swarm, ToSwarm};
use pyo3::coroutine::CancelHandle;
use pyo3::exceptions::{PyConnectionError, PyRuntimeError};
use pyo3::prelude::*;
use crate::pylibp2p::ident::{PyKeypair, PyPeerId};
use libp2p::futures::StreamExt as _;
use libp2p::gossipsub;
use libp2p::gossipsub::{IdentTopic, Message, MessageId, PublishError};
use libp2p::swarm::SwarmEvent;
use networking::discovery;
use networking::swarm::create_swarm;
use pyo3::prelude::{PyModule, PyModuleMethods as _};
use pyo3::types::PyBytes;
use pyo3_async_runtimes::tokio::get_runtime;
use pyo3_stub_gen::derive::{gen_stub_pyclass, gen_stub_pyclass_complex_enum, gen_stub_pymethods};
use std::pin::pin;
use std::sync::Arc;
use tokio::sync::{Mutex, mpsc};
use pyo3::{Bound, Py, PyErr, PyResult, PyTraverseError, PyVisit, Python, pymethods};
use pyo3_stub_gen::derive::{gen_stub_pyclass, gen_stub_pyclass_enum, gen_stub_pymethods};
use std::net::IpAddr;
use tokio::sync::{Mutex, mpsc, oneshot};
mod exception {
use pyo3::types::PyTuple;
@@ -42,11 +49,16 @@ mod exception {
#[pymethods]
impl PyNoPeersSubscribedToTopicError {
#[new]
#[pyo3(signature = (*_a))]
pub(crate) fn new(_a: &Bound<'_, PyTuple>) -> Self {
#[pyo3(signature = (*args))]
#[allow(unused_variables)]
pub(crate) fn new(args: &Bound<'_, PyTuple>) -> Self {
Self {}
}
fn __repr__(&self) -> String {
format!("PeerId(\"{}\")", Self::MSG)
}
fn __str__(&self) -> String {
Self::MSG.to_string()
}
@@ -72,179 +84,488 @@ mod exception {
#[pymethods]
impl PyAllQueuesFullError {
#[new]
#[pyo3(signature = (*_a))]
pub(crate) fn new(_a: &Bound<'_, PyTuple>) -> Self {
#[pyo3(signature = (*args))]
#[allow(unused_variables)]
pub(crate) fn new(args: &Bound<'_, PyTuple>) -> Self {
Self {}
}
fn __repr__(&self) -> String {
format!("PeerId(\"{}\")", Self::MSG)
}
fn __str__(&self) -> String {
Self::MSG.to_string()
}
}
}
#[gen_stub_pyclass]
#[pyclass]
struct PySwarm {
swarm: Arc<Mutex<Swarm>>,
from_swarm: Mutex<mpsc::Receiver<FromSwarm>>,
to_swarm: Mutex<mpsc::Sender<ToSwarm>>,
/// Connection or disconnection event discriminant type.
#[gen_stub_pyclass_enum]
#[pyclass(eq, eq_int, name = "ConnectionUpdateType")]
#[derive(Debug, Clone, PartialEq)]
enum PyConnectionUpdateType {
Connected = 0,
Disconnected,
}
#[gen_stub_pyclass_complex_enum]
#[pyclass]
pub enum PyMessage {
Connection {
node_id: String,
connected: bool,
},
Gossip {
node_id: String,
#[gen_stub_pyclass]
#[pyclass(frozen, name = "ConnectionUpdate")]
#[derive(Debug, Clone)]
struct PyConnectionUpdate {
/// Whether this is a connection or disconnection event
#[pyo3(get)]
update_type: PyConnectionUpdateType,
/// Identity of the peer that we have connected to or disconnected from.
#[pyo3(get)]
peer_id: PyPeerId,
/// Remote connection's IPv4 address.
#[pyo3(get)]
remote_ipv4: String,
/// Remote connection's TCP port.
#[pyo3(get)]
remote_tcp_port: u16,
}
enum ToTask {
GossipsubSubscribe {
topic: String,
data: Py<PyBytes>,
result_tx: oneshot::Sender<PyResult<bool>>,
},
GossipsubUnsubscribe {
topic: String,
result_tx: oneshot::Sender<bool>,
},
GossipsubPublish {
topic: String,
data: Vec<u8>,
result_tx: oneshot::Sender<PyResult<MessageId>>,
},
}
impl TryFrom<FromSwarm> for PyMessage {
type Error = PyErr;
fn try_from(value: FromSwarm) -> Result<Self, Self::Error> {
match value {
FromSwarm::Discovered(nid) => Ok(PyMessage::Connection {
node_id: nid.to_base58(),
connected: true,
}),
FromSwarm::Expired(nid) => Ok(PyMessage::Connection {
node_id: nid.to_base58(),
connected: false,
}),
FromSwarm::Message(nid, topic, data) => Ok(PyMessage::Gossip {
node_id: nid.to_base58(),
topic,
data: data.pybytes(),
}),
FromSwarm::PublishError(e) => match e {
libp2p::gossipsub::PublishError::NoPeersSubscribedToTopic => {
Err(PyNoPeersSubscribedToTopicError::new_err())
#[allow(clippy::enum_glob_use)]
async fn networking_task(
mut swarm: networking::swarm::Swarm,
mut to_task_rx: mpsc::Receiver<ToTask>,
connection_update_tx: mpsc::Sender<PyConnectionUpdate>,
gossipsub_message_tx: mpsc::Sender<(String, Vec<u8>)>,
) {
use SwarmEvent::*;
use ToTask::*;
use networking::swarm::BehaviourEvent::*;
log::info!("RUST: networking task started");
loop {
tokio::select! {
message = to_task_rx.recv() => {
// handle closed channel
let Some(message) = message else {
log::info!("RUST: channel closed");
break;
};
// dispatch incoming messages
match message {
GossipsubSubscribe { topic, result_tx } => {
// try to subscribe
let result = swarm.behaviour_mut()
.gossipsub.subscribe(&IdentTopic::new(topic));
// send response oneshot
if let Err(e) = result_tx.send(result.pyerr()) {
log::error!("RUST: could not subscribe to gossipsub topic since channel already closed: {e:?}");
continue;
}
}
GossipsubUnsubscribe { topic, result_tx } => {
// try to unsubscribe from the topic
let result = swarm.behaviour_mut()
.gossipsub.unsubscribe(&IdentTopic::new(topic));
// send response oneshot (or exit if connection closed)
if let Err(e) = result_tx.send(result) {
log::error!("RUST: could not unsubscribe from gossipsub topic since channel already closed: {e:?}");
continue;
}
}
GossipsubPublish { topic, data, result_tx } => {
// try to publish the data -> catch NoPeersSubscribedToTopic error & convert to correct exception
let result = swarm.behaviour_mut().gossipsub.publish(
IdentTopic::new(topic), data);
let pyresult: PyResult<MessageId> = if let Err(PublishError::NoPeersSubscribedToTopic) = result {
Err(exception::PyNoPeersSubscribedToTopicError::new_err())
} else if let Err(PublishError::AllQueuesFull(_)) = result {
Err(exception::PyAllQueuesFullError::new_err())
} else {
result.pyerr()
};
// send response oneshot (or exit if connection closed)
if let Err(e) = result_tx.send(pyresult) {
log::error!("RUST: could not publish gossipsub message since channel already closed: {e:?}");
continue;
}
}
}
libp2p::gossipsub::PublishError::AllQueuesFull(_) => {
Err(PyAllQueuesFullError::new_err())
}
// architectural solution to this problem:
// create keep_alive behavior who's job it is to dial peers discovered by mDNS (and drop when expired)
// -> it will emmit TRUE connected/disconnected events consumable elsewhere
//
// gossipsub will feed off-of dial attempts created by networking, and that will bootstrap its' peers list
// then for actual communication it will dial those peers if need-be
swarm_event = swarm.select_next_some() => {
match swarm_event {
Behaviour(Gossipsub(gossipsub::Event::Message {
message: Message {
topic,
data,
..
},
..
})) => {
// topic-ID is just the topic hash!!! (since we used identity hasher)
let message = (topic.into_string(), data);
// send incoming message to channel (or exit if connection closed)
if let Err(e) = gossipsub_message_tx.send(message).await {
log::error!("RUST: could not send incoming gossipsub message since channel already closed: {e}");
continue;
}
},
Behaviour(Discovery(discovery::Event::ConnectionEstablished { peer_id, remote_ip, remote_tcp_port, .. })) => {
// grab IPv4 string
let remote_ipv4 = match remote_ip {
IpAddr::V4(ip) => ip.to_string(),
IpAddr::V6(ip) => {
log::warn!("RUST: ignoring connection to IPv6 address: {ip}");
continue;
}
};
// send connection event to channel (or exit if connection closed)
if let Err(e) = connection_update_tx.send(PyConnectionUpdate {
update_type: PyConnectionUpdateType::Connected,
peer_id: PyPeerId(peer_id),
remote_ipv4,
remote_tcp_port,
}).await {
log::error!("RUST: could not send connection update since channel already closed: {e}");
continue;
}
},
Behaviour(Discovery(discovery::Event::ConnectionClosed { peer_id, remote_ip, remote_tcp_port, .. })) => {
// grab IPv4 string
let remote_ipv4 = match remote_ip {
IpAddr::V4(ip) => ip.to_string(),
IpAddr::V6(ip) => {
log::warn!("RUST: ignoring disconnection from IPv6 address: {ip}");
continue;
}
};
// send disconnection event to channel (or exit if connection closed)
if let Err(e) = connection_update_tx.send(PyConnectionUpdate {
update_type: PyConnectionUpdateType::Disconnected,
peer_id: PyPeerId(peer_id),
remote_ipv4,
remote_tcp_port,
}).await {
log::error!("RUST: could not send connection update since channel already closed: {e}");
continue;
}
},
e => {
log::info!("RUST: other event {e:?}");
}
}
e => Err(PyRuntimeError::new_err(e.to_string())),
},
}
}
}
log::info!("RUST: networking task stopped");
}
#[gen_stub_pyclass]
#[pyclass(name = "NetworkingHandle")]
#[derive(Debug)]
struct PyNetworkingHandle {
// channels
to_task_tx: Option<mpsc::Sender<ToTask>>,
connection_update_rx: Mutex<mpsc::Receiver<PyConnectionUpdate>>,
gossipsub_message_rx: Mutex<mpsc::Receiver<(String, Vec<u8>)>>,
}
impl Drop for PyNetworkingHandle {
fn drop(&mut self) {
// TODO: may or may not need to await a "kill-signal" oneshot channel message,
// to ensure that the networking task is done BEFORE exiting the clear function...
// but this may require GIL?? and it may not be safe to call GIL here??
self.to_task_tx = None; // Using Option<T> as a trick to force channel to be dropped
}
}
#[allow(clippy::expect_used)]
impl PyNetworkingHandle {
fn new(
to_task_tx: mpsc::Sender<ToTask>,
connection_update_rx: mpsc::Receiver<PyConnectionUpdate>,
gossipsub_message_rx: mpsc::Receiver<(String, Vec<u8>)>,
) -> Self {
Self {
to_task_tx: Some(to_task_tx),
connection_update_rx: Mutex::new(connection_update_rx),
gossipsub_message_rx: Mutex::new(gossipsub_message_rx),
}
}
const fn to_task_tx(&self) -> &mpsc::Sender<ToTask> {
self.to_task_tx
.as_ref()
.expect("The sender should only be None after de-initialization.")
}
}
#[gen_stub_pymethods]
#[pymethods]
impl PySwarm {
impl PyNetworkingHandle {
// NOTE: `async fn`s here that use `.await` will wrap the future in `.allow_threads_py()`
// immediately beforehand to release the interpreter.
// SEE: https://pyo3.rs/v0.26.0/async-await.html#detaching-from-the-interpreter-across-await
// ---- Lifecycle management methods ----
#[new]
fn py_new(identity: Bound<'_, PyKeypair>) -> PyResult<Self> {
use pyo3_async_runtimes::tokio::get_runtime;
// create communication channels
let (to_task_tx, to_task_rx) = mpsc::channel(MPSC_CHANNEL_SIZE);
let (connection_update_tx, connection_update_rx) = mpsc::channel(MPSC_CHANNEL_SIZE);
let (gossipsub_message_tx, gossipsub_message_rx) = mpsc::channel(MPSC_CHANNEL_SIZE);
// get identity
let identity = identity.borrow().0.clone();
let (to_swarm, from_client) = mpsc::channel(MPSC_CHANNEL_SIZE);
let (to_client, from_swarm) = mpsc::channel(MPSC_CHANNEL_SIZE);
// create networking swarm (within tokio context!! or it crashes)
let swarm = get_runtime()
.block_on(async { Swarm::new(identity, from_client, to_client) })
.block_on(async { create_swarm(identity) })
.pyerr()?;
Ok(Self {
swarm: Arc::new(Mutex::new(swarm)),
from_swarm: Mutex::new(from_swarm),
to_swarm: Mutex::new(to_swarm),
})
// spawn tokio task running the networking logic
get_runtime().spawn(async move {
networking_task(
swarm,
to_task_rx,
connection_update_tx,
gossipsub_message_tx,
)
.await;
});
Ok(Self::new(
to_task_tx,
connection_update_rx,
gossipsub_message_rx,
))
}
#[gen_stub(skip)]
async fn run(&self, #[pyo3(cancel_handle)] mut cancel: CancelHandle) -> PyResult<()> {
let copy = Arc::clone(&self.swarm);
let jh = get_runtime().spawn(async move {
copy.try_lock()
.expect("tried to run swarm twice")
.run()
.await
});
jh.or(async {
cancel.cancelled().await;
Ok(())
})
.await
.map_err(|e| PyRuntimeError::new_err(e.to_string()))
const fn __traverse__(&self, _visit: PyVisit<'_>) -> Result<(), PyTraverseError> {
Ok(()) // This is needed purely so `__clear__` can work
}
#[gen_stub(skip)]
fn __clear__(&mut self) {
// TODO: may or may not need to await a "kill-signal" oneshot channel message,
// to ensure that the networking task is done BEFORE exiting the clear function...
// but this may require GIL?? and it may not be safe to call GIL here??
self.to_task_tx = None; // Using Option<T> as a trick to force channel to be dropped
}
// ---- Connection update receiver methods ----
/// Receives the next message from networking.
async fn recv(&self) -> PyResult<PyMessage> {
let msg = pin!(
self.from_swarm
.try_lock()
.expect("called recv concurrently")
.recv()
)
.allow_threads_py()
.await;
match msg {
None => Err(PyConnectionError::new_err("swarm closed")),
Some(msg) => msg.try_into(),
}
/// Receives the next `ConnectionUpdate` from networking.
async fn connection_update_recv(&self) -> PyResult<PyConnectionUpdate> {
self.connection_update_rx
.lock()
.allow_threads_py() // allow-threads-aware async call
.await
.recv_py()
.allow_threads_py() // allow-threads-aware async call
.await
}
/// Receives at most `limit` `ConnectionUpdate`s from networking and returns them.
///
/// For `limit = 0`, an empty collection of `ConnectionUpdate`s will be returned immediately.
/// For `limit > 0`, if there are no `ConnectionUpdate`s in the channel's queue this method
/// will sleep until a `ConnectionUpdate`s is sent.
async fn connection_update_recv_many(&self, limit: usize) -> PyResult<Vec<PyConnectionUpdate>> {
self.connection_update_rx
.lock()
.allow_threads_py() // allow-threads-aware async call
.await
.recv_many_py(limit)
.allow_threads_py() // allow-threads-aware async call
.await
}
// TODO: rn this blocks main thread if anything else is awaiting the channel (bc its a mutex)
// so its too dangerous to expose just yet. figure out a better semantics for handling this,
// so things don't randomly block
// /// Tries to receive the next `ConnectionUpdate` from networking.
// fn connection_update_try_recv(&self) -> PyResult<Option<PyConnectionUpdate>> {
// self.connection_update_rx.blocking_lock().try_recv_py()
// }
//
// /// Checks if the `ConnectionUpdate` channel is empty.
// fn connection_update_is_empty(&self) -> bool {
// self.connection_update_rx.blocking_lock().is_empty()
// }
//
// /// Returns the number of `ConnectionUpdate`s in the channel.
// fn connection_update_len(&self) -> usize {
// self.connection_update_rx.blocking_lock().len()
// }
// ---- Gossipsub management methods ----
/// Subscribe to a `GossipSub` topic.
async fn gossipsub_subscribe(&self, topic: String) -> PyResult<()> {
///
/// Returns `True` if the subscription worked. Returns `False` if we were already subscribed.
async fn gossipsub_subscribe(&self, topic: String) -> PyResult<bool> {
let (tx, rx) = oneshot::channel();
// send off request to subscribe
pin!(
self.to_swarm
.try_lock()
.expect("called send concurrently")
.send(ToSwarm::Subscribe(topic))
)
.allow_threads_py() // allow-threads-aware async call
.await
.map_err(|_| PyConnectionError::new_err("swarm closed"))
self.to_task_tx()
.send_py(ToTask::GossipsubSubscribe {
topic,
result_tx: tx,
})
.allow_threads_py() // allow-threads-aware async call
.await?;
// wait for response & return any errors
rx.allow_threads_py() // allow-threads-aware async call
.await
.map_err(|_| PyErr::receiver_channel_closed())?
}
/// Unsubscribes from a `GossipSub` topic.
///
/// Returns `True` if we were subscribed to this topic. Returns `False` if we were not subscribed.
async fn gossipsub_unsubscribe(&self, topic: String) -> PyResult<()> {
async fn gossipsub_unsubscribe(&self, topic: String) -> PyResult<bool> {
let (tx, rx) = oneshot::channel();
// send off request to unsubscribe
pin!(
self.to_swarm
.try_lock()
.expect("called send concurrently")
.send(ToSwarm::Unsubscribe(topic))
)
.allow_threads_py() // allow-threads-aware async call
.await
.map_err(|_| PyConnectionError::new_err("swarm closed"))
self.to_task_tx()
.send_py(ToTask::GossipsubUnsubscribe {
topic,
result_tx: tx,
})
.allow_threads_py() // allow-threads-aware async call
.await?;
// wait for response & convert any errors
rx.allow_threads_py() // allow-threads-aware async call
.await
.map_err(|_| PyErr::receiver_channel_closed())
}
/// Publishes a message to the network on a specific topic.
/// Publishes a message with multiple topics to the `GossipSub` network.
///
/// If no peers are found that subscribe to this topic, throws `NoPeersSubscribedToTopicError` exception.
async fn gossipsub_publish(&self, topic: String, data: Py<PyBytes>) -> PyResult<()> {
let (tx, rx) = oneshot::channel();
// send off request to subscribe
let data = Python::attach(|py| Vec::from(data.as_bytes(py)));
pin!(
self.to_swarm
.try_lock()
.expect("called send concurrently")
.send(ToSwarm::Message(topic, data))
)
.allow_threads_py() // allow-threads-aware async call
.await
.map_err(|_| PyConnectionError::new_err("swarm closed"))
self.to_task_tx()
.send_py(ToTask::GossipsubPublish {
topic,
data,
result_tx: tx,
})
.allow_threads_py() // allow-threads-aware async call
.await?;
// wait for response & return any errors => ignore messageID for now!!!
let _ = rx
.allow_threads_py() // allow-threads-aware async call
.await
.map_err(|_| PyErr::receiver_channel_closed())??;
Ok(())
}
// ---- Gossipsub message receiver methods ----
/// Receives the next message from the `GossipSub` network.
async fn gossipsub_recv(&self) -> PyResult<(String, Py<PyBytes>)> {
self.gossipsub_message_rx
.lock()
.allow_threads_py() // allow-threads-aware async call
.await
.recv_py()
.allow_threads_py() // allow-threads-aware async call
.await
.map(|(t, d)| (t, d.pybytes()))
}
/// Receives at most `limit` messages from the `GossipSub` network and returns them.
///
/// For `limit = 0`, an empty collection of messages will be returned immediately.
/// For `limit > 0`, if there are no messages in the channel's queue this method
/// will sleep until a message is sent.
async fn gossipsub_recv_many(&self, limit: usize) -> PyResult<Vec<(String, Py<PyBytes>)>> {
Ok(self
.gossipsub_message_rx
.lock()
.allow_threads_py() // allow-threads-aware async call
.await
.recv_many_py(limit)
.allow_threads_py() // allow-threads-aware async call
.await?
.into_iter()
.map(|(t, d)| (t, d.pybytes()))
.collect())
}
// TODO: rn this blocks main thread if anything else is awaiting the channel (bc its a mutex)
// so its too dangerous to expose just yet. figure out a better semantics for handling this,
// so things don't randomly block
// /// Tries to receive the next message from the `GossipSub` network.
// fn gossipsub_try_recv(&self) -> PyResult<Option<(String, Py<PyBytes>)>> {
// Ok(self
// .gossipsub_message_rx
// .blocking_lock()
// .try_recv_py()?
// .map(|(t, d)| (t, d.pybytes())))
// }
//
// /// Checks if the `GossipSub` message channel is empty.
// fn gossipsub_is_empty(&self) -> bool {
// self.gossipsub_message_rx.blocking_lock().is_empty()
// }
//
// /// Returns the number of `GossipSub` messages in the channel.
// fn gossipsub_len(&self) -> usize {
// self.gossipsub_message_rx.blocking_lock().len()
// }
}
pub fn networking_submodule(m: &Bound<'_, PyModule>) -> PyResult<()> {
m.add_class::<exception::PyNoPeersSubscribedToTopicError>()?;
m.add_class::<exception::PyAllQueuesFullError>()?;
m.add_class::<PySwarm>()?;
m.add_class::<PyMessage>()?;
m.add_class::<PyConnectionUpdateType>()?;
m.add_class::<PyConnectionUpdate>()?;
m.add_class::<PyConnectionUpdateType>()?;
m.add_class::<PyNetworkingHandle>()?;
Ok(())
}

View File

@@ -0,0 +1,159 @@
use crate::ext::ResultExt as _;
use libp2p::PeerId;
use libp2p::identity::Keypair;
use pyo3::prelude::{PyBytesMethods as _, PyModule, PyModuleMethods as _};
use pyo3::types::PyBytes;
use pyo3::{Bound, PyResult, Python, pyclass, pymethods};
use pyo3_stub_gen::derive::{gen_stub_pyclass, gen_stub_pymethods};
/// Identity keypair of a node.
#[gen_stub_pyclass]
#[pyclass(name = "Keypair", frozen)]
#[repr(transparent)]
pub struct PyKeypair(pub Keypair);
#[gen_stub_pymethods]
#[pymethods]
#[allow(clippy::needless_pass_by_value)]
impl PyKeypair {
/// Generate a new Ed25519 keypair.
#[staticmethod]
fn generate_ed25519() -> Self {
Self(Keypair::generate_ed25519())
}
/// Generate a new ECDSA keypair.
#[staticmethod]
fn generate_ecdsa() -> Self {
Self(Keypair::generate_ecdsa())
}
/// Generate a new Secp256k1 keypair.
#[staticmethod]
fn generate_secp256k1() -> Self {
Self(Keypair::generate_secp256k1())
}
/// Decode a private key from a protobuf structure and parse it as a `Keypair`.
#[staticmethod]
fn from_protobuf_encoding(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
let bytes = Vec::from(bytes.as_bytes());
Ok(Self(Keypair::from_protobuf_encoding(&bytes).pyerr()?))
}
/// Decode an keypair from a DER-encoded secret key in PKCS#8 `PrivateKeyInfo`
/// format (i.e. unencrypted) as defined in [RFC5208].
///
/// [RFC5208]: https://tools.ietf.org/html/rfc5208#section-5
#[staticmethod]
fn rsa_from_pkcs8(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
let mut bytes = Vec::from(bytes.as_bytes());
Ok(Self(Keypair::rsa_from_pkcs8(&mut bytes).pyerr()?))
}
/// Decode a keypair from a DER-encoded Secp256k1 secret key in an `ECPrivateKey`
/// structure as defined in [RFC5915].
///
/// [RFC5915]: https://tools.ietf.org/html/rfc5915
#[staticmethod]
fn secp256k1_from_der(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
let mut bytes = Vec::from(bytes.as_bytes());
Ok(Self(Keypair::secp256k1_from_der(&mut bytes).pyerr()?))
}
#[staticmethod]
fn ed25519_from_bytes(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
let mut bytes = Vec::from(bytes.as_bytes());
Ok(Self(Keypair::ed25519_from_bytes(&mut bytes).pyerr()?))
}
/// Encode a private key as protobuf structure.
fn to_protobuf_encoding<'py>(&self, py: Python<'py>) -> PyResult<Bound<'py, PyBytes>> {
let bytes = self.0.to_protobuf_encoding().pyerr()?;
Ok(PyBytes::new(py, &bytes))
}
/// Convert the `Keypair` into the corresponding `PeerId`.
fn to_peer_id(&self) -> PyPeerId {
PyPeerId(self.0.public().to_peer_id())
}
// /// Hidden constructor for pickling support. TODO: figure out how to do pickling...
// #[gen_stub(skip)]
// #[new]
// fn py_new(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
// Self::from_protobuf_encoding(bytes)
// }
//
// #[gen_stub(skip)]
// fn __setstate__(&mut self, state: Bound<'_, PyBytes>) -> PyResult<()> {
// *self = Self::from_protobuf_encoding(state)?;
// Ok(())
// }
//
// #[gen_stub(skip)]
// fn __getstate__<'py>(&self, py: Python<'py>) -> PyResult<Bound<'py, PyBytes>> {
// self.to_protobuf_encoding(py)
// }
//
// #[gen_stub(skip)]
// pub fn __getnewargs__<'py>(&self, py: Python<'py>) -> PyResult<(Bound<'py, PyBytes>,)> {
// Ok((self.to_protobuf_encoding(py)?,))
// }
}
/// Identifier of a peer of the network.
///
/// The data is a `CIDv0` compatible multihash of the protobuf encoded public key of the peer
/// as specified in [specs/peer-ids](https://github.com/libp2p/specs/blob/master/peer-ids/peer-ids.md).
#[gen_stub_pyclass]
#[pyclass(name = "PeerId", frozen)]
#[derive(Debug, Clone)]
#[repr(transparent)]
pub struct PyPeerId(pub PeerId);
#[gen_stub_pymethods]
#[pymethods]
#[allow(clippy::needless_pass_by_value)]
impl PyPeerId {
/// Generates a random peer ID from a cryptographically secure PRNG.
///
/// This is useful for randomly walking on a DHT, or for testing purposes.
#[staticmethod]
fn random() -> Self {
Self(PeerId::random())
}
/// Parses a `PeerId` from bytes.
#[staticmethod]
fn from_bytes(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
let bytes = Vec::from(bytes.as_bytes());
Ok(Self(PeerId::from_bytes(&bytes).pyerr()?))
}
/// Returns a raw bytes representation of this `PeerId`.
fn to_bytes<'py>(&self, py: Python<'py>) -> Bound<'py, PyBytes> {
let bytes = self.0.to_bytes();
PyBytes::new(py, &bytes)
}
/// Returns a base-58 encoded string of this `PeerId`.
fn to_base58(&self) -> String {
self.0.to_base58()
}
fn __repr__(&self) -> String {
format!("PeerId({})", self.to_base58())
}
fn __str__(&self) -> String {
self.to_base58()
}
}
pub fn ident_submodule(m: &Bound<'_, PyModule>) -> PyResult<()> {
m.add_class::<PyKeypair>()?;
m.add_class::<PyPeerId>()?;
Ok(())
}

View File

@@ -0,0 +1,8 @@
//! A module for exposing Rust's libp2p datatypes over Pyo3
//!
//! TODO: right now we are coupled to libp2p's identity, but eventually we want to create our own
//! independent identity type of some kind or another. This may require handshaking.
//!
pub mod ident;
pub mod multiaddr;

View File

@@ -0,0 +1,81 @@
use crate::ext::ResultExt as _;
use libp2p::Multiaddr;
use pyo3::prelude::{PyBytesMethods as _, PyModule, PyModuleMethods as _};
use pyo3::types::PyBytes;
use pyo3::{Bound, PyResult, Python, pyclass, pymethods};
use pyo3_stub_gen::derive::{gen_stub_pyclass, gen_stub_pymethods};
use std::str::FromStr as _;
/// Representation of a Multiaddr.
#[gen_stub_pyclass]
#[pyclass(name = "Multiaddr", frozen)]
#[derive(Debug, Clone)]
#[repr(transparent)]
pub struct PyMultiaddr(pub Multiaddr);
#[gen_stub_pymethods]
#[pymethods]
#[allow(clippy::needless_pass_by_value)]
impl PyMultiaddr {
/// Create a new, empty multiaddress.
#[staticmethod]
fn empty() -> Self {
Self(Multiaddr::empty())
}
/// Create a new, empty multiaddress with the given capacity.
#[staticmethod]
fn with_capacity(n: usize) -> Self {
Self(Multiaddr::with_capacity(n))
}
/// Parse a `Multiaddr` value from its byte slice representation.
#[staticmethod]
fn from_bytes(bytes: Bound<'_, PyBytes>) -> PyResult<Self> {
let bytes = Vec::from(bytes.as_bytes());
Ok(Self(Multiaddr::try_from(bytes).pyerr()?))
}
/// Parse a `Multiaddr` value from its string representation.
#[staticmethod]
fn from_string(string: String) -> PyResult<Self> {
Ok(Self(Multiaddr::from_str(&string).pyerr()?))
}
/// Return the length in bytes of this multiaddress.
fn len(&self) -> usize {
self.0.len()
}
/// Returns true if the length of this multiaddress is 0.
fn is_empty(&self) -> bool {
self.0.is_empty()
}
/// Return a copy of this [`Multiaddr`]'s byte representation.
fn to_bytes<'py>(&self, py: Python<'py>) -> Bound<'py, PyBytes> {
let bytes = self.0.to_vec();
PyBytes::new(py, &bytes)
}
/// Convert a Multiaddr to a string.
fn to_string(&self) -> String {
self.0.to_string()
}
#[gen_stub(skip)]
fn __repr__(&self) -> String {
format!("Multiaddr({})", self.0)
}
#[gen_stub(skip)]
fn __str__(&self) -> String {
self.to_string()
}
}
pub fn multiaddr_submodule(m: &Bound<'_, PyModule>) -> PyResult<()> {
m.add_class::<PyMultiaddr>()?;
Ok(())
}

View File

@@ -22,7 +22,7 @@ delegate = { workspace = true }
# async
tokio = { workspace = true, features = ["full"] }
futures-lite = { workspace = true }
futures = { workspace = true }
futures-timer = { workspace = true }
# utility dependencies

View File

@@ -1,6 +1,6 @@
use libp2p::identity;
use networking::swarm::{FromSwarm, Swarm, ToSwarm};
use tokio::sync::mpsc;
use futures::stream::StreamExt as _;
use libp2p::{gossipsub, identity, swarm::SwarmEvent};
use networking::{discovery, swarm};
use tokio::{io, io::AsyncBufReadExt as _, select};
use tracing_subscriber::EnvFilter;
use tracing_subscriber::filter::LevelFilter;
@@ -11,50 +11,60 @@ async fn main() {
.with_env_filter(EnvFilter::from_default_env().add_directive(LevelFilter::INFO.into()))
.try_init();
let (to_swarm, from_client) = mpsc::channel(20);
let (to_client, mut from_swarm) = mpsc::channel(20);
// Configure swarm
let mut swarm = Swarm::new(
identity::Keypair::generate_ed25519(),
from_client,
to_client,
)
.expect("Swarm creation failed");
let mut swarm =
swarm::create_swarm(identity::Keypair::generate_ed25519()).expect("Swarm creation failed");
// Create a Gossipsub topic & subscribe
_ = to_swarm
.send(ToSwarm::Subscribe("test-net".to_owned()))
.await;
let topic = gossipsub::IdentTopic::new("test-net");
swarm
.behaviour_mut()
.gossipsub
.subscribe(&topic)
.expect("Subscribing to topic failed");
// Read full lines from stdin
let mut stdin = io::BufReader::new(io::stdin()).lines();
println!("Enter messages via STDIN and they will be sent to connected peers using Gossipsub");
tokio::task::spawn(async move { swarm.run().await });
// Kick it off
loop {
select! {
// on gossipsub outgoing
Ok(Some(line)) = stdin.next_line() => {
_= to_swarm.send(ToSwarm::Message("test-net".to_owned(), line.into_bytes())).await;
}
event = from_swarm.recv() => match event {
// on gossipsub incoming
Some(FromSwarm::Message(pid, topic, content)) => {
assert_eq!(topic, "test-net");
let fmt = String::from_utf8_lossy(&content);
println!("{pid}: {fmt}");
if let Err(e) = swarm
.behaviour_mut().gossipsub
.publish(topic.clone(), line.as_bytes()) {
println!("Publish error: {e:?}");
}
}
event = swarm.select_next_some() => match event {
// on gossipsub incoming
SwarmEvent::Behaviour(swarm::BehaviourEvent::Gossipsub(gossipsub::Event::Message {
propagation_source: peer_id,
message_id: id,
message,
})) => println!(
"\n\nGot message: '{}' with id: {id} from peer: {peer_id}\n\n",
String::from_utf8_lossy(&message.data),
),
// on discovery
Some(FromSwarm::Discovered(pid)) => {
eprintln!("\n\nConnected to: {pid}\n\n");
SwarmEvent::Behaviour(swarm::BehaviourEvent::Discovery(e)) => match e {
discovery::Event::ConnectionEstablished {
peer_id, connection_id, remote_ip, remote_tcp_port
} => {
println!("\n\nConnected to: {peer_id}; connection ID: {connection_id}; remote IP: {remote_ip}; remote TCP port: {remote_tcp_port}\n\n");
}
discovery::Event::ConnectionClosed {
peer_id, connection_id, remote_ip, remote_tcp_port
} => {
eprintln!("\n\nDisconnected from: {peer_id}; connection ID: {connection_id}; remote IP: {remote_ip}; remote TCP port: {remote_tcp_port}\n\n");
}
Some(FromSwarm::Expired(pid)) => {
eprintln!("\n\nDisconnected from: {pid}\n\n");
}
None => break,
// ignore outgoing errors: those are normal
e@SwarmEvent::OutgoingConnectionError { .. } => { log::debug!("Outgoing connection error: {e:?}"); }
// otherwise log any other event
e => { log::info!("Other event {e:?}"); }

View File

@@ -0,0 +1,127 @@
// Copyright 2018 Parity Technologies (UK) Ltd.
//
// Permission is hereby granted, free of charge, to any person obtaining a
// copy of this software and associated documentation files (the "Software"),
// to deal in the Software without restriction, including without limitation
// the rights to use, copy, modify, merge, publish, distribute, sublicense,
// and/or sell copies of the Software, and to permit persons to whom the
// Software is furnished to do so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in
// all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
// FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
// DEALINGS IN THE SOFTWARE.
use futures::stream::StreamExt;
use libp2p::{
gossipsub, mdns, noise,
swarm::{NetworkBehaviour, SwarmEvent},
tcp, yamux,
};
use std::error::Error;
use std::time::Duration;
use tokio::{io, io::AsyncBufReadExt, select};
use tracing_subscriber::EnvFilter;
// We create a custom network behaviour that combines Gossipsub and Mdns.
#[derive(NetworkBehaviour)]
struct MyBehaviour {
gossipsub: gossipsub::Behaviour,
mdns: mdns::tokio::Behaviour,
}
#[tokio::main]
async fn main() -> Result<(), Box<dyn Error>> {
let _ = tracing_subscriber::fmt()
.with_env_filter(EnvFilter::from_default_env())
.try_init();
let mut swarm = libp2p::SwarmBuilder::with_new_identity()
.with_tokio()
.with_tcp(
tcp::Config::default(),
noise::Config::new,
yamux::Config::default,
)?
.with_behaviour(|key| {
// Set a custom gossipsub configuration
let gossipsub_config = gossipsub::ConfigBuilder::default()
.heartbeat_interval(Duration::from_secs(10))
.validation_mode(gossipsub::ValidationMode::Strict) // This sets the kind of message validation. The default is Strict (enforce message signing)
.build()
.map_err(io::Error::other)?; // Temporary hack because `build` does not return a proper `std::error::Error`.
// build a gossipsub network behaviour
let gossipsub = gossipsub::Behaviour::new(
gossipsub::MessageAuthenticity::Signed(key.clone()),
gossipsub_config,
)?;
let mdns =
mdns::tokio::Behaviour::new(mdns::Config::default(), key.public().to_peer_id())?;
Ok(MyBehaviour { gossipsub, mdns })
})?
.build();
println!("Running swarm with identity {}", swarm.local_peer_id());
// Create a Gossipsub topic
let topic = gossipsub::IdentTopic::new("test-net");
// subscribes to our topic
swarm.behaviour_mut().gossipsub.subscribe(&topic)?;
// Read full lines from stdin
let mut stdin = io::BufReader::new(io::stdin()).lines();
// Listen on all interfaces and whatever port the OS assigns
swarm.listen_on("/ip4/0.0.0.0/tcp/0".parse()?)?;
println!("Enter messages via STDIN and they will be sent to connected peers using Gossipsub");
// Kick it off
loop {
select! {
Ok(Some(line)) = stdin.next_line() => {
if let Err(e) = swarm
.behaviour_mut().gossipsub
.publish(topic.clone(), line.as_bytes()) {
println!("Publish error: {e:?}");
}
}
event = swarm.select_next_some() => match event {
SwarmEvent::Behaviour(MyBehaviourEvent::Mdns(mdns::Event::Discovered(list))) => {
for (peer_id, multiaddr) in list {
println!("mDNS discovered a new peer: {peer_id} on {multiaddr}");
swarm.behaviour_mut().gossipsub.add_explicit_peer(&peer_id);
}
},
SwarmEvent::Behaviour(MyBehaviourEvent::Mdns(mdns::Event::Expired(list))) => {
for (peer_id, multiaddr) in list {
println!("mDNS discover peer has expired: {peer_id} on {multiaddr}");
swarm.behaviour_mut().gossipsub.remove_explicit_peer(&peer_id);
}
},
SwarmEvent::Behaviour(MyBehaviourEvent::Gossipsub(gossipsub::Event::Message {
propagation_source: peer_id,
message_id: id,
message,
})) => println!(
"Got message: '{}' with id: {id} from peer: {peer_id}",
String::from_utf8_lossy(&message.data),
),
SwarmEvent::NewListenAddr { address, .. } => {
println!("Local node is listening on {address}");
}
e => {
println!("Other swarm event: {:?}", e);
}
}
}
}
}

View File

@@ -1,10 +1,10 @@
use crate::ext::MultiaddrExt;
use delegate::delegate;
use either::Either;
use futures::FutureExt;
use futures_timer::Delay;
use libp2p::core::transport::PortUse;
use libp2p::core::{ConnectedPoint, Endpoint};
use libp2p::futures::FutureExt;
use libp2p::swarm::behaviour::ConnectionEstablished;
use libp2p::swarm::dial_opts::DialOpts;
use libp2p::swarm::{

View File

@@ -3,7 +3,6 @@
//! this is here as a placeholder documentation
//!
//!
pub mod discovery;
pub mod swarm;

View File

@@ -1,30 +1,9 @@
use crate::alias;
use crate::discovery;
use crate::swarm::transport::tcp_transport;
use behaviour::{Behaviour, BehaviourEvent};
use futures_lite::StreamExt;
use libp2p::{PeerId, SwarmBuilder, gossipsub, identity, swarm::SwarmEvent};
use tokio::sync::mpsc;
pub use behaviour::{Behaviour, BehaviourEvent};
use libp2p::{SwarmBuilder, identity};
pub struct Swarm {
swarm: libp2p::Swarm<Behaviour>,
from_client: mpsc::Receiver<ToSwarm>,
to_client: mpsc::Sender<FromSwarm>,
}
#[derive(Debug)]
pub enum FromSwarm {
PublishError(gossipsub::PublishError),
Discovered(PeerId),
Expired(PeerId),
Message(PeerId, String, Vec<u8>),
}
#[derive(Debug)]
pub enum ToSwarm {
Message(String, Vec<u8>),
Subscribe(String),
Unsubscribe(String),
}
pub type Swarm = libp2p::Swarm<Behaviour>;
/// The current version of the network: this prevents devices running different versions of the
/// software from interacting with each other.
@@ -36,142 +15,23 @@ pub enum ToSwarm {
pub const NETWORK_VERSION: &[u8] = b"v0.0.1";
pub const OVERRIDE_VERSION_ENV_VAR: &str = "EXO_LIBP2P_NAMESPACE";
impl Swarm {
/// Create and configure a swarm which listens to all ports on OS
pub fn new(
keypair: identity::Keypair,
from_client: mpsc::Receiver<ToSwarm>,
to_client: mpsc::Sender<FromSwarm>,
) -> alias::AnyResult<Swarm> {
let mut swarm = SwarmBuilder::with_existing_identity(keypair)
.with_tokio()
.with_other_transport(tcp_transport)?
.with_behaviour(Behaviour::new)?
.build();
/// Create and configure a swarm which listens to all ports on OS
pub fn create_swarm(keypair: identity::Keypair) -> alias::AnyResult<Swarm> {
let mut swarm = SwarmBuilder::with_existing_identity(keypair)
.with_tokio()
.with_other_transport(tcp_transport)?
.with_behaviour(Behaviour::new)?
.build();
// Listen on all interfaces and whatever port the OS assigns
swarm.listen_on("/ip4/0.0.0.0/tcp/0".parse()?)?;
Ok(Self {
swarm,
from_client,
to_client,
})
}
pub async fn run(&mut self) {
log::info!("RUST: networking task started");
loop {
tokio::select! {
message = self.from_client.recv() => {
// handle closed channel
let Some(message) = message else {
log::info!("RUST: channel closed");
break;
};
// dispatch incoming messages
match message {
ToSwarm::Subscribe(topic) => {
// try to subscribe
match self.swarm.behaviour_mut().gossipsub.subscribe(&gossipsub::IdentTopic::new(topic.clone())) {
Err(e) => {
let gossipsub::SubscriptionError::PublishError(e) = e else {
unreachable!("topic filter used")
};
let Ok(()) = self.to_client.send(FromSwarm::PublishError(e)).await else {
log::warn!("RUST: client connection closed");
break
};
},
Ok(false) => log::warn!("RUST: tried to subscribe to topic twice"),
Ok(true) => {},
}
}
ToSwarm::Unsubscribe(topic) => {
// try to subscribe
if !self.swarm.behaviour_mut().gossipsub.unsubscribe(&gossipsub::IdentTopic::new(topic)) {
log::warn!("RUST: tried to unsubscribe from topic twice");
}
}
ToSwarm::Message( topic, data ) => {
// try to publish the data -> catch NoPeersSubscribedToTopic error & convert to correct exception
match self.swarm.behaviour_mut().gossipsub.publish(
gossipsub::IdentTopic::new(topic), data
) {
Ok(_) => {},
Err(e) => {
let Ok(()) = self.to_client.send(FromSwarm::PublishError(e)).await else {
log::warn!("RUST: client connection closed");
break
};
},
}
}
}
}
// architectural solution to this problem:
// create keep_alive behavior who's job it is to dial peers discovered by mDNS (and drop when expired)
// -> it will emmit TRUE connected/disconnected events consumable elsewhere
//
// gossipsub will feed off-of dial attempts created by networking, and that will bootstrap its' peers list
// then for actual communication it will dial those peers if need-be
swarm_event = self.swarm.next() => {
let Some(swarm_event) = swarm_event else {
log::warn!("RUST: swarm closed communication");
break
};
let SwarmEvent::Behaviour(behaviour_event) = swarm_event else {
continue
};
match behaviour_event {
BehaviourEvent::Gossipsub(gossipsub::Event::Message {
message: gossipsub::Message {
source,
topic,
data,
..
},
..
}) => {
let Some(peer_id) = source else {
log::warn!("RUST: ignoring message with unknown source on {topic}");
continue;
};
// send incoming message to channel (or exit if connection closed)
if let Err(e) = self.to_client.send(FromSwarm::Message(peer_id, topic.into_string(), data)).await {
log::warn!("RUST: could not send incoming gossipsub message since channel already closed: {e}");
break
};
},
BehaviourEvent::Discovery(discovery::Event::ConnectionEstablished { peer_id, .. }) => {
// send connection event to channel (or exit if connection closed)
if let Err(_) = self.to_client.send(FromSwarm::Discovered(peer_id)).await {
log::warn!("RUST: swarm closed communication");
};
},
BehaviourEvent::Discovery(discovery::Event::ConnectionClosed { peer_id, .. }) => {
// send connection event to channel (or exit if connection closed)
if let Err(_) = self.to_client.send(FromSwarm::Expired(peer_id)).await {
log::warn!("RUST: swarm closed communication");
};
},
e => {
log::debug!("RUST: other event {e:?}");
}
}
}
}
}
log::info!("RUST: networking task stopped");
}
// Listen on all interfaces and whatever port the OS assigns
swarm.listen_on("/ip4/0.0.0.0/tcp/0".parse()?)?;
Ok(swarm)
}
mod transport {
use crate::alias;
use crate::swarm::{NETWORK_VERSION, OVERRIDE_VERSION_ENV_VAR};
use futures_lite::{AsyncRead, AsyncWrite};
use futures::{AsyncRead, AsyncWrite};
use keccak_const::Sha3_256;
use libp2p::core::muxing;
use libp2p::core::transport::Boxed;

View File

@@ -47,6 +47,7 @@ class DownloadCoordinator:
download_command_receiver: Receiver[ForwarderDownloadCommand]
local_event_sender: Sender[ForwarderEvent]
event_index_counter: Iterator[int]
offline: bool = False
# Local state
download_status: dict[ModelId, DownloadProgress] = field(default_factory=dict)
@@ -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:
@@ -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)

View File

@@ -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:

View File

@@ -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(

View 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)

View File

@@ -39,12 +39,13 @@ class Node:
node_id: NodeId
event_index_counter: Iterator[int]
offline: bool
_tg: TaskGroup = field(init=False, default_factory=anyio.create_task_group)
@classmethod
async def create(cls, args: "Args") -> "Self":
keypair = get_node_id_keypair()
node_id = NodeId(keypair.to_string())
node_id = NodeId(keypair.to_peer_id().to_base58())
session_id = SessionId(master_node_id=node_id, election_clock=0)
router = Router.create(keypair)
await router.register_topic(topics.GLOBAL_EVENTS)
@@ -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",

View File

@@ -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,

View File

@@ -42,7 +42,7 @@ from exo.utils.channels import channel
@pytest.mark.asyncio
async def test_master():
keypair = get_node_id_keypair()
node_id = NodeId(keypair.to_string())
node_id = NodeId(keypair.to_peer_id().to_base58())
session_id = SessionId(master_node_id=node_id, election_clock=0)
ge_sender, global_event_receiver = channel[ForwarderEvent]()
@@ -75,7 +75,7 @@ async def test_master():
async with anyio.create_task_group() as tg:
tg.start_soon(master.run)
sender_node_id = NodeId(f"{keypair.to_string()}_sender")
sender_node_id = NodeId(f"{keypair.to_peer_id().to_base58()}_sender")
# inject a NodeGatheredInfo event
logger.info("inject a NodeGatheredInfo event")
await local_event_sender.send(

View File

@@ -0,0 +1,37 @@
from enum import Enum
from exo_pyo3_bindings import ConnectionUpdate, ConnectionUpdateType
from exo.shared.types.common import NodeId
from exo.utils.pydantic_ext import CamelCaseModel
"""Serialisable types for Connection Updates/Messages"""
class ConnectionMessageType(Enum):
Connected = 0
Disconnected = 1
@staticmethod
def from_update_type(update_type: ConnectionUpdateType):
match update_type:
case ConnectionUpdateType.Connected:
return ConnectionMessageType.Connected
case ConnectionUpdateType.Disconnected:
return ConnectionMessageType.Disconnected
class ConnectionMessage(CamelCaseModel):
node_id: NodeId
connection_type: ConnectionMessageType
remote_ipv4: str
remote_tcp_port: int
@classmethod
def from_update(cls, update: ConnectionUpdate) -> "ConnectionMessage":
return cls(
node_id=NodeId(update.peer_id.to_base58()),
connection_type=ConnectionMessageType.from_update_type(update.update_type),
remote_ipv4=update.remote_ipv4,
remote_tcp_port=update.remote_tcp_port,
)

View File

@@ -16,19 +16,17 @@ from anyio.abc import TaskGroup
from exo_pyo3_bindings import (
AllQueuesFullError,
Keypair,
NetworkingHandle,
NoPeersSubscribedToTopicError,
PyMessage,
PySwarm,
)
from filelock import FileLock
from loguru import logger
from exo.shared.constants import EXO_NODE_ID_KEYPAIR
from exo.shared.election import ConnectionMessage
from exo.shared.types.common import NodeId
from exo.utils.channels import Receiver, Sender, channel
from exo.utils.pydantic_ext import CamelCaseModel
from .connection_message import ConnectionMessage
from .topics import CONNECTION_MESSAGES, PublishPolicy, TypedTopic
@@ -104,13 +102,13 @@ class TopicRouter[T: CamelCaseModel]:
class Router:
@classmethod
def create(cls, identity: Keypair) -> "Router":
return cls(handle=PySwarm(identity))
return cls(handle=NetworkingHandle(identity))
def __init__(self, handle: PySwarm):
def __init__(self, handle: NetworkingHandle):
self.topic_routers: dict[str, TopicRouter[CamelCaseModel]] = {}
send, recv = channel[tuple[str, bytes]]()
self.networking_receiver: Receiver[tuple[str, bytes]] = recv
self._net = handle
self._net: NetworkingHandle = handle
self._tmp_networking_sender: Sender[tuple[str, bytes]] | None = send
self._id_count = count()
self._tg: TaskGroup | None = None
@@ -156,6 +154,7 @@ class Router:
router = self.topic_routers[topic]
tg.start_soon(router.run)
tg.start_soon(self._networking_recv)
tg.start_soon(self._networking_recv_connection_messages)
tg.start_soon(self._networking_publish)
# Router only shuts down if you cancel it.
await sleep_forever()
@@ -180,44 +179,38 @@ class Router:
async def _networking_recv(self):
while True:
try:
msg = await self._net.recv()
except NoPeersSubscribedToTopicError:
continue
except AllQueuesFullError:
logger.warning("All peer queues full, messages have been lost")
topic, data = await self._net.gossipsub_recv()
logger.trace(f"Received message on {topic} with payload {data}")
if topic not in self.topic_routers:
logger.warning(f"Received message on unknown or inactive topic {topic}")
continue
match msg:
case PyMessage.Connection():
if CONNECTION_MESSAGES.topic in self.topic_routers:
router = self.topic_routers[CONNECTION_MESSAGES.topic]
assert router.topic.model_type == ConnectionMessage
router = cast(TopicRouter[ConnectionMessage], router)
await router.publish(
ConnectionMessage(
node_id=NodeId(msg.node_id), connected=msg.connected
)
)
case PyMessage.Gossip():
if msg.topic not in self.topic_routers:
logger.warning(
f"Received message on unknown or inactive topic {msg.topic}"
)
continue
logger.trace(
f"Received message on {msg.topic} with payload {msg.data}"
)
router = self.topic_routers[msg.topic]
await router.publish_bytes(msg.data)
case _:
raise ValueError("net recv returned something impossible")
router = self.topic_routers[topic]
await router.publish_bytes(data)
async def _networking_recv_connection_messages(self):
while True:
update = await self._net.connection_update_recv()
message = ConnectionMessage.from_update(update)
logger.trace(
f"Received message on connection_messages with payload {message}"
)
if CONNECTION_MESSAGES.topic in self.topic_routers:
router = self.topic_routers[CONNECTION_MESSAGES.topic]
assert router.topic.model_type == ConnectionMessage
router = cast(TopicRouter[ConnectionMessage], router)
await router.publish(message)
async def _networking_publish(self):
with self.networking_receiver as networked_items:
async for topic, data in networked_items:
logger.trace(f"Sending message on {topic} with payload {data}")
await self._net.gossipsub_publish(topic, data)
try:
logger.trace(f"Sending message on {topic} with payload {data}")
await self._net.gossipsub_publish(topic, data)
except NoPeersSubscribedToTopicError:
pass
except AllQueuesFullError:
logger.warning(f"All peer queues full, dropping message on {topic}")
def get_node_id_keypair(
@@ -228,7 +221,7 @@ def get_node_id_keypair(
Obtain the :class:`PeerId` by from it.
"""
# TODO(evan): bring back node id persistence once we figure out how to deal with duplicates
return Keypair.generate()
return Keypair.generate_ed25519()
def lock_path(path: str | bytes | PathLike[str] | PathLike[bytes]) -> Path:
return Path(str(path) + ".lock")
@@ -242,12 +235,12 @@ def get_node_id_keypair(
protobuf_encoded = f.read()
try: # if decoded successfully, save & return
return Keypair.deserialize(protobuf_encoded)
return Keypair.from_protobuf_encoding(protobuf_encoded)
except ValueError as e: # on runtime error, assume corrupt file
logger.warning(f"Encountered error when trying to get keypair: {e}")
# if no valid credentials, create new ones and persist
with open(path, "w+b") as f:
keypair = Keypair.generate()
f.write(keypair.serialize())
keypair = Keypair.generate_ed25519()
f.write(keypair.to_protobuf_encoding())
return keypair

View File

@@ -1,7 +1,8 @@
from dataclasses import dataclass
from enum import Enum
from exo.shared.election import ConnectionMessage, ElectionMessage
from exo.routing.connection_message import ConnectionMessage
from exo.shared.election import ElectionMessage
from exo.shared.types.commands import ForwarderCommand, ForwarderDownloadCommand
from exo.shared.types.events import (
ForwarderEvent,

View File

@@ -10,6 +10,7 @@ from anyio import (
from anyio.abc import TaskGroup
from loguru import logger
from exo.routing.connection_message import ConnectionMessage
from exo.shared.types.commands import ForwarderCommand
from exo.shared.types.common import NodeId, SessionId
from exo.utils.channels import Receiver, Sender
@@ -18,11 +19,6 @@ from exo.utils.pydantic_ext import CamelCaseModel
DEFAULT_ELECTION_TIMEOUT = 3.0
class ConnectionMessage(CamelCaseModel):
node_id: NodeId
connected: bool
class ElectionMessage(CamelCaseModel):
clock: int
seniority: int

View File

@@ -44,7 +44,8 @@ async def _refresh_card_cache():
async for toml_file in path.rglob("*.toml"):
try:
card = await ModelCard.load_from_path(toml_file)
_card_cache[card.model_id] = card
if card.model_id not in _card_cache:
_card_cache[card.model_id] = card
except (ValidationError, TOMLKitError):
pass
@@ -182,6 +183,7 @@ class ConfigData(BaseModel):
def supports_tensor(self) -> bool:
return self.architectures in [
["Glm4MoeLiteForCausalLM"],
["GlmMoeDsaForCausalLM"],
["DeepseekV32ForCausalLM"],
["DeepseekV3ForCausalLM"],
["Qwen3NextForCausalLM"],

View File

@@ -1,7 +1,7 @@
import pytest
from anyio import create_task_group, fail_after, move_on_after
from exo.routing.router import ConnectionMessage
from exo.routing.connection_message import ConnectionMessage, ConnectionMessageType
from exo.shared.election import Election, ElectionMessage, ElectionResult
from exo.shared.types.commands import ForwarderCommand, TestCommand
from exo.shared.types.common import NodeId, SessionId
@@ -330,7 +330,9 @@ async def test_connection_message_triggers_new_round_broadcast() -> None:
await cm_tx.send(
ConnectionMessage(
node_id=NodeId(),
connected=True,
connection_type=ConnectionMessageType.Connected,
remote_ipv4="",
remote_tcp_port=0,
)
)

View File

@@ -23,7 +23,7 @@ def _get_keypair_concurrent_subprocess_task(
sem.release()
# wait to be told to begin simultaneous read
ev.wait()
queue.put(get_node_id_keypair().serialize())
queue.put(get_node_id_keypair().to_protobuf_encoding())
def _get_keypair_concurrent(num_procs: int) -> bytes:

View File

@@ -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":

View File

@@ -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):

View File

@@ -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

View File

@@ -163,11 +163,14 @@ class PipelineLastLayer(CustomMlxLayer):
output, (self.r + 1) % self.s, group=self.group
)
if cache is not None:
cache.keys = mx.depends(cache.keys, output) # type: ignore[reportUnknownMemberType]
# CacheList (used by MLA models like DeepSeekV32, GLM MoE DSA)
# doesn't have .keys directly; access via first sub-cache.
_cache = cache[0] if hasattr(cache, "caches") else cache # type: ignore
_cache.keys = mx.depends(_cache.keys, output) # type: ignore
if self.is_prefill:
mx.eval(output)
if cache is not None:
mx.eval(cache.keys) # type: ignore
mx.eval(_cache.keys) # type: ignore
if not self.is_prefill:
output = mx.distributed.all_gather(output, group=self.group)[
@@ -307,7 +310,9 @@ def patch_pipeline_model[T](model: T, group: mx.distributed.Group) -> T:
# Add dependency to last cache entry to ensure distributed ops are evaluated
if cache is not None:
cache[-1].state = mx.depends(cache[-1].state, logits) # type: ignore
last = cache[-1] # type: ignore
dep_cache = last[0] if hasattr(last, "caches") else last # type: ignore
dep_cache.keys = mx.depends(dep_cache.keys, logits) # type: ignore
return logits
@@ -333,7 +338,9 @@ def patch_tensor_model[T](model: T) -> T:
# Add dependency to last cache entry to ensure distributed ops are evaluated
if cache is not None and len(cache) > 0: # pyright: ignore[reportAny]
cache[-1].state = mx.depends(cache[-1].state, logits) # pyright: ignore[reportAny,reportUnknownMemberType]
last = cache[-1] # pyright: ignore[reportAny]
dep_cache = last[0] if hasattr(last, "caches") else last # pyright: ignore[reportAny]
dep_cache.keys = mx.depends(dep_cache.keys, logits) # pyright: ignore[reportAny,reportUnknownMemberType]
return logits
@@ -547,10 +554,12 @@ class DeepSeekShardingStrategy(TensorParallelShardingStrategy):
on_timeout: TimeoutCallback | None,
) -> nn.Module:
model = cast(DeepseekV3Model, model)
for layer in model.layers:
eval_with_timeout(
layer.parameters(), timeout_seconds / len(model.layers), on_timeout
)
# Shard the self attention
if layer.self_attn.q_lora_rank is None:
layer.self_attn.q_proj = self.all_to_sharded_linear(
@@ -581,12 +590,18 @@ class DeepSeekShardingStrategy(TensorParallelShardingStrategy):
layer.mlp.down_proj = self.sharded_to_all_linear(layer.mlp.down_proj)
layer.mlp.up_proj = self.all_to_sharded_linear(layer.mlp.up_proj)
# Shard the MoE. Shard in place since the MoE should be responsible
# for aggregating the results.
# Shard the MoE.
else:
self.all_to_sharded_linear_in_place(layer.mlp.shared_experts.gate_proj)
self.sharded_to_all_linear_in_place(layer.mlp.shared_experts.down_proj)
self.all_to_sharded_linear_in_place(layer.mlp.shared_experts.up_proj)
if getattr(layer.mlp, "shared_experts", None) is not None:
self.all_to_sharded_linear_in_place(
layer.mlp.shared_experts.gate_proj
)
self.sharded_to_all_linear_in_place(
layer.mlp.shared_experts.down_proj
)
self.all_to_sharded_linear_in_place(
layer.mlp.shared_experts.up_proj
)
self.all_to_sharded_linear_in_place(layer.mlp.switch_mlp.gate_proj)
self.sharded_to_all_linear_in_place(layer.mlp.switch_mlp.down_proj)
self.all_to_sharded_linear_in_place(layer.mlp.switch_mlp.up_proj)
@@ -779,8 +794,7 @@ class MiniMaxShardingStrategy(TensorParallelShardingStrategy):
layer.self_attn = WrappedMiniMaxAttention(layer.self_attn, self.group) # pyright: ignore[reportAttributeAccessIssue,reportArgumentType]
# Shard the MoE. Shard in place since the MoE should be responsible
# for aggregating the results.
# Shard the MoE.
self.all_to_sharded_linear_in_place(
layer.block_sparse_moe.switch_mlp.gate_proj
)
@@ -893,8 +907,7 @@ class QwenShardingStrategy(TensorParallelShardingStrategy):
layer.self_attn.num_attention_heads //= self.N
layer.self_attn.num_key_value_heads //= self.N
# Shard the MoE. Shard in place since the MoE should be responsible
# for aggregating the results.
# Shard the MoE.
if isinstance(layer.mlp, (Qwen3MoeSparseMoeBlock, Qwen3NextSparseMoeBlock)):
self.all_to_sharded_linear_in_place(layer.mlp.switch_mlp.gate_proj)
self.sharded_to_all_linear_in_place(layer.mlp.switch_mlp.down_proj)

View File

@@ -57,6 +57,7 @@ def prefill(
sampler: Callable[[mx.array], mx.array],
prompt_tokens: mx.array,
cache: KVCacheType,
group: mx.distributed.Group | None = None,
) -> tuple[float, int, list[CacheSnapshot]]:
"""Prefill the KV cache with prompt tokens.
@@ -86,6 +87,9 @@ def prefill(
set_pipeline_prefill(model, is_prefill=True)
mx_barrier(group)
logger.info("Starting prefill")
# Use max_tokens=1 because max_tokens=0 does not work.
# We just throw away the generated token - we only care about filling the cache
for _ in stream_generate(
@@ -305,16 +309,9 @@ def mlx_generate(
)
max_stop_len = max((len(s) for s in stop_sequences), default=0)
mx_barrier(group)
logger.info("Starting prefill")
# Prefill cache with all tokens except the last one
prefill_tps, prefill_tokens, ssm_snapshots_list = prefill(
model,
tokenizer,
sampler,
prompt_tokens[:-1],
caches,
model, tokenizer, sampler, prompt_tokens[:-1], caches, group
)
cache_snapshots: list[CacheSnapshot] | None = ssm_snapshots_list or None
@@ -331,6 +328,7 @@ def mlx_generate(
think_start = tokenizer.think_start
think_end = tokenizer.think_end
logger.info("Starting decode")
mx_barrier(group)
for completion_tokens, out in enumerate(

View File

@@ -285,10 +285,12 @@ def get_eos_token_ids_for_model(model_id: ModelId) -> list[int] | None:
model_id_lower = model_id.lower()
if "kimi-k2" in model_id_lower:
return [163586]
elif "glm-4.7-flash" in model_id_lower:
elif "glm-5" in model_id_lower or "glm-4.7" in model_id_lower:
# For GLM-5 and GLM-4.7
# 154820: <|endoftext|>, 154827: <|user|>, 154829: <|observation|>
return [154820, 154827, 154829]
elif "glm" in model_id_lower:
# For GLM-4.5 and older
return [151336, 151329, 151338]
return None

View File

@@ -191,7 +191,7 @@ class RunnerSupervisor:
logger.info("Checking runner's status")
if self.runner_process.is_alive():
logger.info("Runner was found to be alive, attempting to join process")
await to_thread.run_sync(self.runner_process.join, 1)
await to_thread.run_sync(self.runner_process.join, 5)
rc = self.runner_process.exitcode
logger.info(f"RunnerSupervisor exited with exit code {rc}")
if rc == 0:

View File

@@ -43,5 +43,4 @@ for host; do
echo "Waiting for $host..."
until curl -sf "http://$host:52415/models" &>/dev/null; do sleep 1; done
done
echo "all hosts alive!"
wait

14
uv.lock generated
View File

@@ -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'" },
@@ -378,7 +377,7 @@ dependencies = [
{ name = "loguru", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "mflux", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "mlx", version = "0.30.6", source = { registry = "https://pypi.org/simple" }, extra = ["cpu"], marker = "sys_platform == 'linux'" },
{ name = "mlx", version = "0.30.7.dev20260217+50487b41", source = { git = "https://github.com/rltakashige/mlx-jaccl-fix-small-recv.git?branch=address-rdma-gpu-locks#50487b4141f3c951122655db3b83df5146c1fbeb" }, marker = "sys_platform == 'darwin'" },
{ name = "mlx", version = "0.30.7.dev20260218+14841977", source = { git = "https://github.com/rltakashige/mlx-jaccl-fix-small-recv.git?branch=address-rdma-gpu-locks#1484197707f35186ad3bd614357c7c47fdf86ebc" }, marker = "sys_platform == 'darwin'" },
{ name = "mlx-lm", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "msgspec", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "openai-harmony", 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" },
]
@@ -1021,7 +1017,7 @@ dependencies = [
{ name = "huggingface-hub", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "matplotlib", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "mlx", version = "0.30.6", source = { registry = "https://pypi.org/simple" }, extra = ["cuda13"], marker = "sys_platform == 'linux'" },
{ name = "mlx", version = "0.30.7.dev20260217+50487b41", source = { git = "https://github.com/rltakashige/mlx-jaccl-fix-small-recv.git?branch=address-rdma-gpu-locks#50487b4141f3c951122655db3b83df5146c1fbeb" }, marker = "sys_platform == 'darwin'" },
{ name = "mlx", version = "0.30.7.dev20260218+14841977", source = { git = "https://github.com/rltakashige/mlx-jaccl-fix-small-recv.git?branch=address-rdma-gpu-locks#1484197707f35186ad3bd614357c7c47fdf86ebc" }, marker = "sys_platform == 'darwin'" },
{ name = "numpy", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "opencv-python", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "piexif", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
@@ -1068,8 +1064,8 @@ cuda13 = [
[[package]]
name = "mlx"
version = "0.30.7.dev20260217+50487b41"
source = { git = "https://github.com/rltakashige/mlx-jaccl-fix-small-recv.git?branch=address-rdma-gpu-locks#50487b4141f3c951122655db3b83df5146c1fbeb" }
version = "0.30.7.dev20260218+14841977"
source = { git = "https://github.com/rltakashige/mlx-jaccl-fix-small-recv.git?branch=address-rdma-gpu-locks#1484197707f35186ad3bd614357c7c47fdf86ebc" }
resolution-markers = [
"sys_platform == 'darwin'",
]
@@ -1104,7 +1100,7 @@ version = "0.30.7"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "jinja2", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "mlx", version = "0.30.7.dev20260217+50487b41", source = { git = "https://github.com/rltakashige/mlx-jaccl-fix-small-recv.git?branch=address-rdma-gpu-locks#50487b4141f3c951122655db3b83df5146c1fbeb" }, marker = "sys_platform == 'darwin'" },
{ name = "mlx", version = "0.30.7.dev20260218+14841977", source = { git = "https://github.com/rltakashige/mlx-jaccl-fix-small-recv.git?branch=address-rdma-gpu-locks#1484197707f35186ad3bd614357c7c47fdf86ebc" }, marker = "sys_platform == 'darwin'" },
{ name = "numpy", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "protobuf", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
{ name = "pyyaml", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },