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feat(experimental): Add Jupyter Widget (#176)
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@@ -29,3 +29,7 @@ example/*.zarr | |
example/.ipynb_checkpoints/* | ||
example/data/** | ||
__pycache__ | ||
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.venv | ||
.ipynb_checkpoints | ||
dist/ |
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# vizarr | ||
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```sh | ||
pip install vizarr | ||
``` | ||
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```python | ||
import vizarr | ||
import zarr | ||
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viewer = vizarr.Viewer() | ||
viewer.add_image(source=zarr.open("path/to/ome.zarr")) | ||
viewer | ||
``` |
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{ | ||
"lock": false, | ||
"compilerOptions": { | ||
"checkJs": true, | ||
"allowJs": true, | ||
"lib": [ | ||
"ES2022", | ||
"DOM", | ||
"DOM.Iterable" | ||
] | ||
}, | ||
"fmt": { | ||
"useTabs": true | ||
}, | ||
"lint": { | ||
"rules": { | ||
"exclude": [ | ||
"prefer-const" | ||
] | ||
} | ||
} | ||
} |
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[build-system] | ||
requires = ["hatchling"] | ||
build-backend = "hatchling.build" | ||
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[project] | ||
name = "vizarr" | ||
version = "0.0.1" | ||
dependencies = ["anywidget", "zarr"] | ||
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[project.optional-dependencies] | ||
dev = ["watchfiles", "jupyterlab"] | ||
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# automatically add the dev feature to the default env (e.g., hatch shell) | ||
[tool.hatch.envs.default] | ||
features = ["dev"] |
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import importlib.metadata | ||
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try: | ||
__version__ = importlib.metadata.version("vizarr") | ||
except importlib.metadata.PackageNotFoundError: | ||
__version__ = "unknown" | ||
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del importlib | ||
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from ._widget import Viewer |
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import * as vizarr from "https://hms-dbmi.github.io/vizarr/index.js"; | ||
import debounce from "https://esm.sh/just-debounce-it@3"; | ||
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/** | ||
* @template T | ||
* @param {import("npm:@anywidget/types").AnyModel} model | ||
* @param {any} payload | ||
* @param {{ timeout?: number }} [options] | ||
* @returns {Promise<{ data: T, buffers: DataView[] }>} | ||
*/ | ||
function send(model, payload, { timeout = 3000 } = {}) { | ||
let uuid = globalThis.crypto.randomUUID(); | ||
return new Promise((resolve, reject) => { | ||
let timer = setTimeout(() => { | ||
reject(new Error(`Promise timed out after ${timeout} ms`)); | ||
model.off("msg:custom", handler); | ||
}, timeout); | ||
/** | ||
* @param {{ uuid: string, payload: T }} msg | ||
* @param {DataView[]} buffers | ||
*/ | ||
function handler(msg, buffers) { | ||
if (!(msg.uuid === uuid)) return; | ||
clearTimeout(timer); | ||
resolve({ data: msg.payload, buffers }); | ||
model.off("msg:custom", handler); | ||
} | ||
model.on("msg:custom", handler); | ||
model.send({ payload, uuid }); | ||
}); | ||
} | ||
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/** | ||
* @param {import("npm:@anywidget/types").AnyModel} model | ||
* @param {string | { id: string }} source | ||
*/ | ||
function get_source(model, source) { | ||
if (typeof source === "string") { | ||
return source; | ||
} | ||
// create a python | ||
return { | ||
/** | ||
* @param {string} key | ||
* @return {Promise<ArrayBuffer>} | ||
*/ | ||
async getItem(key) { | ||
const { data, buffers } = await send(model, { | ||
type: "get", | ||
source_id: source.id, | ||
key, | ||
}); | ||
if (!data.success) { | ||
throw { __zarr__: "KeyError" }; | ||
} | ||
return buffers[0].buffer; | ||
}, | ||
/** | ||
* @param {string} key | ||
* @return {Promise<boolean>} | ||
*/ | ||
async containsItem(key) { | ||
const { data } = await send(model, { | ||
type: "has", | ||
source_id: source.id, | ||
key, | ||
}); | ||
return data; | ||
}, | ||
}; | ||
} | ||
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/** | ||
* @typedef Model | ||
* @property {string} height | ||
* @property {ViewState=} view_state | ||
* @property {{ source: string | { id: string }}[]} _configs | ||
*/ | ||
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/** | ||
* @typedef ViewState | ||
* @property {number} zoom | ||
* @property {[x: number, y: number]} target | ||
*/ | ||
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/** @type {import("npm:@anywidget/types").Render<Model>} */ | ||
export function render({ model, el }) { | ||
let div = document.createElement("div"); | ||
{ | ||
div.style.height = model.get("height"); | ||
div.style.backgroundColor = "black"; | ||
model.on("change:height", () => { | ||
div.style.height = model.get("height"); | ||
}); | ||
} | ||
let viewer = vizarr.createViewer(div); | ||
{ | ||
model.on("change:view_state", () => { | ||
viewer.setViewState(model.get("view_state")); | ||
}); | ||
viewer.on( | ||
"viewStateChange", | ||
debounce((/** @type {ViewState} */ update) => { | ||
model.set("view_state", update); | ||
model.save_changes(); | ||
}, 200), | ||
); | ||
} | ||
{ | ||
// sources are append-only now | ||
for (const config of model.get("_configs")) { | ||
const source = get_source(model, config.source); | ||
viewer.addImage({ ...config, source }); | ||
} | ||
model.on("change:_configs", () => { | ||
const last = model.get("_configs").at(-1); | ||
if (!last) return; | ||
const source = get_source(model, last.source); | ||
viewer.addImage({ ...last, source }); | ||
}); | ||
} | ||
el.appendChild(div); | ||
} |
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import anywidget | ||
import traitlets | ||
import pathlib | ||
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import zarr | ||
import numpy as np | ||
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__all__ = ["Viewer"] | ||
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def _store_keyprefix(obj): | ||
# Just grab the store and key_prefix from zarr.Array and zarr.Group objects | ||
if isinstance(obj, (zarr.Array, zarr.Group)): | ||
return obj.store, obj._key_prefix | ||
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if isinstance(obj, np.ndarray): | ||
# Create an in-memory store, and write array as as single chunk | ||
store = {} | ||
arr = zarr.create( | ||
store=store, shape=obj.shape, chunks=obj.shape, dtype=obj.dtype | ||
) | ||
arr[:] = obj | ||
return store, "" | ||
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if hasattr(obj, "__getitem__") and hasattr(obj, "__contains__"): | ||
return obj, "" | ||
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raise TypeError("Cannot normalize store path") | ||
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class Viewer(anywidget.AnyWidget): | ||
_esm = pathlib.Path(__file__).parent / "_widget.js" | ||
_configs = traitlets.List().tag(sync=True) | ||
view_state = traitlets.Dict().tag(sync=True) | ||
height = traitlets.Unicode("500px").tag(sync=True) | ||
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def __init__(self, **kwargs): | ||
super().__init__(**kwargs) | ||
self._store_paths = [] | ||
self.on_msg(self._handle_custom_msg) | ||
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def _handle_custom_msg(self, msg, buffers): | ||
store, key_prefix = self._store_paths[msg["payload"]["source_id"]] | ||
key = key_prefix + msg["payload"]["key"].lstrip("/") | ||
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if msg["payload"]["type"] == "has": | ||
self.send({"uuid": msg["uuid"], "payload": key in store}) | ||
return | ||
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if msg["payload"]["type"] == "get": | ||
try: | ||
buffers = [store[key]] | ||
except KeyError: | ||
buffers = [] | ||
self.send( | ||
{"uuid": msg["uuid"], "payload": {"success": len(buffers) == 1}}, | ||
buffers, | ||
) | ||
return | ||
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def add_image(self, source, **config): | ||
if not isinstance(source, str): | ||
store, key_prefix = _store_keyprefix(source) | ||
source = {"id": len(self._store_paths)} | ||
self._store_paths.append((store, key_prefix)) | ||
config["source"] = source | ||
self._configs = self._configs + [config] |