Spaces:
Sleeping
Sleeping
File size: 17,809 Bytes
0865492 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 | import type { BucketDesignation, CredentialsParams, RepoDesignation, RepoId } from "../types/public";
import { checkCredentials } from "../utils/checkCredentials";
import { formatBytes } from "../utils/formatBytes";
import { promisesQueue } from "../utils/promisesQueue";
import { toRepoId } from "../utils/toRepoId";
import { eventToGenerator } from "../utils/eventToGenerator";
import type { CommitOperation, CommitParams } from "./commit";
import { commit } from "./commit";
import { downloadFile } from "./download-file";
import type { ListFileEntry } from "./list-files";
import { listFiles } from "./list-files";
import type { PathInfo } from "./paths-info";
import { pathsInfo } from "./paths-info";
/**
* Progress events yielded by {@link copyFileIter} / {@link copyFilesIter} / {@link copyFolderIter}.
*
* Currently only `fileDownloaded` is emitted: one event per source file that had to be downloaded
* (small git-stored files that can't be copied server-side). Xet-backed files are copied
* server-side and do not produce events.
*/
export interface CopyProgressEvent {
event: "fileDownloaded";
/** Source path of the file that was just downloaded. */
path: string;
/** Number of files downloaded so far (including this one). */
downloaded: number;
/** Total number of files that will be downloaded. */
total: number;
}
const DOWNLOAD_CONCURRENCY = 5;
const PATHS_INFO_BATCH_SIZE = 100;
const MAX_REPORTED_LFS_PATHS = 5;
/**
* Source location of a file in {@link copyFile} / {@link copyFiles} / {@link copyFolder}.
*/
export interface CopySource {
repo: RepoDesignation;
/**
* Path of the file (or folder, for {@link copyFolder}) inside the source repo.
* Leave empty in {@link copyFolder} to copy the whole repo.
*/
path: string;
/**
* Git revision to read the source from. Ignored for bucket sources.
*
* @default "main"
*/
revision?: string;
}
/**
* Destination location for {@link copyFile} / {@link copyFolder}.
*
* The destination repo must be a bucket — server-side copy is currently only supported
* towards buckets.
*/
export interface CopyDestination {
repo: BucketDesignation;
/**
* Exact destination path within the destination bucket. For {@link copyFolder},
* acts as a prefix; leave empty to copy under the bucket root.
*/
path: string;
}
/**
* One file to copy in a {@link copyFiles} call.
*/
export interface CopyFilesEntry {
source: CopySource;
/**
* Exact path within the destination bucket. The bucket itself is shared with the
* other entries via the top-level {@link copyFiles} `destination` parameter.
*/
destinationPath: string;
}
type SharedParams = {
hubUrl?: CommitParams["hubUrl"];
fetch?: CommitParams["fetch"];
abortSignal?: CommitParams["abortSignal"];
} & Partial<CredentialsParams>;
/**
* Copy a single file from a source repo/bucket to the destination bucket.
*
* The copy is server-side (no data transfer) when the source file is xet-backed.
* For small non-xet repo files (e.g. `config.json`) the file is downloaded and
* re-uploaded to the destination bucket in the same commit.
*
* LFS pointer files that have not been migrated to xet are rejected up front
* (they would otherwise require downloading the full LFS blob).
*
* @example
* ```ts
* await copyFile({
* source: {
* repo: { type: "model", name: "username/my-model" },
* path: "model.safetensors",
* },
* destination: {
* repo: { type: "bucket", name: "username/my-bucket" },
* path: "models/my-model/model.safetensors",
* },
* accessToken: "hf_...",
* });
* ```
*/
export function copyFile(
params: {
source: CopySource;
destination: CopyDestination;
} & SharedParams,
): Promise<undefined> {
return copyFiles({
...(params.accessToken ? { accessToken: params.accessToken } : { credentials: params.credentials }),
destination: params.destination.repo,
files: [
{
source: params.source,
destinationPath: params.destination.path,
},
],
hubUrl: params.hubUrl,
fetch: params.fetch,
abortSignal: params.abortSignal,
});
}
/**
* Async-iterator variant of {@link copyFile} that yields {@link CopyProgressEvent}s while
* downloading non-xet source files (xet-backed files are copied server-side and do not
* emit events). See {@link copyFile} for the semantics.
*
* @example
* ```ts
* for await (const event of copyFileIter({ source, destination, accessToken })) {
* console.log(`downloaded ${event.path} (${event.downloaded}/${event.total})`);
* }
* ```
*/
export function copyFileIter(
params: {
source: CopySource;
destination: CopyDestination;
} & SharedParams,
): AsyncGenerator<CopyProgressEvent, undefined> {
return copyFilesIter({
...(params.accessToken ? { accessToken: params.accessToken } : { credentials: params.credentials }),
destination: params.destination.repo,
files: [
{
source: params.source,
destinationPath: params.destination.path,
},
],
hubUrl: params.hubUrl,
fetch: params.fetch,
abortSignal: params.abortSignal,
});
}
/**
* Copy multiple files (potentially from different source repos/buckets) to the destination
* bucket in a single commit.
*
* For xet-backed source files, the copy is performed server-side with no data transfer.
* For non-xet source files (typically small git-stored repo files), the file is
* downloaded and re-uploaded as part of the same commit.
*
* LFS pointer files that have not been migrated to xet are rejected up front.
*
* @example
* ```ts
* await copyFiles({
* destination: { type: "bucket", name: "username/my-bucket" },
* files: [
* {
* source: {
* repo: { type: "bucket", name: "username/other-bucket" },
* path: "data.bin",
* },
* destinationPath: "data.bin",
* },
* {
* source: {
* repo: { type: "model", name: "username/my-model" },
* path: "model.safetensors",
* },
* destinationPath: "models/my-model/model.safetensors",
* },
* ],
* accessToken: "hf_...",
* });
* ```
*/
export async function copyFiles(
params: {
destination: BucketDesignation;
files: CopyFilesEntry[];
} & SharedParams,
): Promise<undefined> {
const iterator = copyFilesIter(params);
while (true) {
const res = await iterator.next();
if (res.done) {
return undefined;
}
}
}
/**
* Async-iterator variant of {@link copyFiles} that yields {@link CopyProgressEvent}s while
* downloading non-xet source files (xet-backed files are copied server-side and do not
* emit events). See {@link copyFiles} for the semantics.
*/
export async function* copyFilesIter(
params: {
destination: BucketDesignation;
files: CopyFilesEntry[];
} & SharedParams,
): AsyncGenerator<CopyProgressEvent, undefined> {
if (params.files.length === 0) {
return undefined;
}
const operations = yield* resolveCopyOperationsIter(params, params.files);
await commit({
...(params.accessToken ? { accessToken: params.accessToken } : { credentials: params.credentials }),
repo: params.destination,
operations,
title: "",
hubUrl: params.hubUrl,
fetch: params.fetch,
abortSignal: params.abortSignal,
});
return undefined;
}
/**
* Copy a folder (recursively) from a source repo/bucket to the destination bucket
* in a single commit.
*
* Per-file paths are resolved relative to {@link CopySource.path}; the source folder
* itself is not preserved in the destination unless {@link CopyDestination.path}
* keeps it.
*
* @example
* ```ts
* // Copy an entire dataset under "datasets/my-dataset/" in the bucket
* await copyFolder({
* source: { repo: { type: "dataset", name: "username/my-dataset" } },
* destination: {
* repo: { type: "bucket", name: "username/my-bucket" },
* path: "datasets/my-dataset/",
* },
* accessToken: "hf_...",
* });
*
* // Copy a subfolder
* await copyFolder({
* source: {
* repo: { type: "bucket", name: "username/src-bucket" },
* path: "models/",
* },
* destination: {
* repo: { type: "bucket", name: "username/dst-bucket" },
* path: "backup/",
* },
* accessToken: "hf_...",
* });
* ```
*/
export async function copyFolder(
params: {
source: Omit<CopySource, "path"> & { path?: string };
destination: Omit<CopyDestination, "path"> & { path?: string };
} & SharedParams,
): Promise<undefined> {
const iterator = copyFolderIter(params);
while (true) {
const res = await iterator.next();
if (res.done) {
return undefined;
}
}
}
/**
* Async-iterator variant of {@link copyFolder} that yields {@link CopyProgressEvent}s while
* downloading non-xet source files (xet-backed files are copied server-side and do not
* emit events). See {@link copyFolder} for the semantics.
*/
export async function* copyFolderIter(
params: {
source: Omit<CopySource, "path"> & { path?: string };
destination: Omit<CopyDestination, "path"> & { path?: string };
} & SharedParams,
): AsyncGenerator<CopyProgressEvent, undefined> {
const accessToken = checkCredentials(params);
const sourceRepoId = toRepoId(params.source.repo);
const sourcePath = (params.source.path ?? "").replace(/\/+$/, "");
const destinationPrefix = (params.destination.path ?? "").replace(/\/+$/, "");
const sourceRevision = sourceRepoId.type === "bucket" ? undefined : (params.source.revision ?? "main");
const operations: CommitOperation[] = [];
const pendingDownloads: PendingDownload[] = [];
const lfsOffenders: Array<{ path: string; size: number }> = [];
for await (const item of listFiles({
repo: sourceRepoId,
path: sourcePath || undefined,
recursive: true,
revision: sourceRevision,
accessToken,
hubUrl: params.hubUrl,
fetch: params.fetch,
})) {
if (item.type !== "file") {
continue;
}
const relPath = relativeUnderFolder(item.path, sourcePath);
const destPath = destinationPrefix ? `${destinationPrefix}/${relPath}` : relPath;
switch (classifySourceFile(item)) {
case "copy":
operations.push({
operation: "copy",
path: destPath,
sourceXetHash: item.xetHash as string,
sourceRepo: sourceRepoId,
});
continue;
case "lfs":
lfsOffenders.push({ path: item.path, size: item.lfs?.size ?? item.size });
continue;
case "download":
// Regular git-stored file (small): download + re-upload in the same commit.
pendingDownloads.push({
index: operations.length,
repoId: sourceRepoId,
revision: sourceRevision,
sourcePath: item.path,
});
operations.push({
operation: "addOrUpdate",
path: destPath,
content: new Blob([]),
});
continue;
}
}
if (lfsOffenders.length > 0) {
throwUnmigratedLfsError(sourceRepoId, lfsOffenders);
}
if (operations.length === 0) {
return undefined;
}
yield* downloadAndFillBlobsIter({
pendingDownloads,
operations,
accessToken,
hubUrl: params.hubUrl,
fetch: params.fetch,
});
await commit({
...(params.accessToken ? { accessToken: params.accessToken } : { credentials: params.credentials }),
repo: params.destination.repo,
operations,
title: "",
hubUrl: params.hubUrl,
fetch: params.fetch,
abortSignal: params.abortSignal,
});
return undefined;
}
/**
* Resolve a list of {@link CopyFilesEntry} entries into `CommitOperation`s, batching
* `pathsInfo` calls per source repo and parallelizing downloads for non-xet files.
* Yields one {@link CopyProgressEvent} per downloaded file.
*/
async function* resolveCopyOperationsIter(
shared: SharedParams,
files: CopyFilesEntry[],
): AsyncGenerator<CopyProgressEvent, CommitOperation[]> {
const accessToken = checkCredentials(shared);
// Group files by (source repo, source revision) so we can batch pathsInfo calls.
const groups = new Map<
string,
{
repoId: RepoId;
revision: string | undefined;
entries: Array<{ index: number; file: CopyFilesEntry }>;
}
>();
for (let i = 0; i < files.length; i++) {
const file = files[i];
const repoId = toRepoId(file.source.repo);
const revision = repoId.type === "bucket" ? undefined : (file.source.revision ?? "main");
const key = `${repoId.type}\0${repoId.name}\0${revision ?? ""}`;
let group = groups.get(key);
if (!group) {
group = { repoId, revision, entries: [] };
groups.set(key, group);
}
group.entries.push({ index: i, file });
}
const operations: CommitOperation[] = new Array(files.length);
const pendingDownloads: PendingDownload[] = [];
for (const group of groups.values()) {
const paths = group.entries.map((e) => e.file.source.path);
const infos: Awaited<ReturnType<typeof pathsInfo>> = [];
for (let offset = 0; offset < paths.length; offset += PATHS_INFO_BATCH_SIZE) {
const slice = paths.slice(offset, offset + PATHS_INFO_BATCH_SIZE);
const res = await pathsInfo({
repo: group.repoId,
paths: slice,
revision: group.revision,
accessToken,
hubUrl: shared.hubUrl,
fetch: shared.fetch,
});
infos.push(...res);
}
const infoByPath = new Map(infos.map((i) => [i.path, i]));
const lfsOffenders: Array<{ path: string; size: number }> = [];
for (const { index, file } of group.entries) {
const info = infoByPath.get(file.source.path);
if (!info) {
throw new Error(`Source file not found: '${file.source.path}' in ${group.repoId.type}s/${group.repoId.name}`);
}
if (info.type !== "file") {
throw new Error(
`Source path '${file.source.path}' in ${group.repoId.type}s/${group.repoId.name} is a folder; use copyFolder() instead.`,
);
}
switch (classifySourceFile(info)) {
case "copy":
operations[index] = {
operation: "copy",
path: file.destinationPath,
sourceXetHash: info.xetHash as string,
sourceRepo: group.repoId,
};
continue;
case "lfs":
lfsOffenders.push({ path: file.source.path, size: info.lfs?.size ?? info.size });
continue;
case "download":
pendingDownloads.push({
index,
repoId: group.repoId,
revision: group.revision,
sourcePath: file.source.path,
});
operations[index] = {
operation: "addOrUpdate",
path: file.destinationPath,
content: new Blob([]),
};
continue;
}
}
if (lfsOffenders.length > 0) {
throwUnmigratedLfsError(group.repoId, lfsOffenders);
}
}
yield* downloadAndFillBlobsIter({
pendingDownloads,
operations,
accessToken,
hubUrl: shared.hubUrl,
fetch: shared.fetch,
});
return operations;
}
interface PendingDownload {
index: number;
repoId: RepoId;
revision: string | undefined;
sourcePath: string;
}
/**
* Download all `pendingDownloads` in parallel and fill the matching `addOrUpdate`
* placeholder ops in `operations` with the downloaded blob. Yields one
* {@link CopyProgressEvent} per file as it completes. No-op if the list is empty.
*/
function downloadAndFillBlobsIter(args: {
pendingDownloads: PendingDownload[];
operations: CommitOperation[];
accessToken: string | undefined;
hubUrl: string | undefined;
fetch: typeof fetch | undefined;
}): AsyncGenerator<CopyProgressEvent, void> {
const total = args.pendingDownloads.length;
return eventToGenerator<CopyProgressEvent, void>((yieldCallback, returnCallback, rejectCallback) => {
if (total === 0) {
returnCallback();
return;
}
let downloaded = 0;
promisesQueue(
args.pendingDownloads.map(({ index, repoId, revision, sourcePath }) => async () => {
const blob = await downloadFile({
repo: repoId,
path: sourcePath,
revision,
accessToken: args.accessToken,
hubUrl: args.hubUrl,
fetch: args.fetch,
});
if (!blob) {
throw new Error(`Failed to download '${sourcePath}' from ${repoId.type}s/${repoId.name}`);
}
const op = args.operations[index];
if (op.operation !== "addOrUpdate") {
throw new Error("Internal: expected addOrUpdate placeholder operation");
}
op.content = blob;
downloaded++;
yieldCallback({ event: "fileDownloaded", path: sourcePath, downloaded, total });
}),
DOWNLOAD_CONCURRENCY,
).then(
() => returnCallback(),
(err) => rejectCallback(err),
);
});
}
/**
* Compute the path of `filePath` relative to `folderPath`. Used to map source paths
* under a folder being copied to destination paths under the new prefix.
*/
export function relativeUnderFolder(filePath: string, folderPath: string): string {
if (!folderPath) {
return filePath;
}
if (filePath === folderPath) {
return filePath.split("/").pop() ?? filePath;
}
if (filePath.startsWith(folderPath + "/")) {
return filePath.slice(folderPath.length + 1);
}
throw new Error(`Path '${filePath}' is not inside folder '${folderPath}'`);
}
/**
* Decide how to handle a source file in the copy pipeline:
* - `"copy"`: xet-backed, can be copied server-side.
* - `"download"`: regular git-stored file, safe to download + re-upload.
* - `"lfs"`: LFS pointer file that has not been migrated to xet. We refuse to copy these
* because they can be arbitrarily large; the caller should migrate them to xet first.
*/
function classifySourceFile(file: ListFileEntry | PathInfo): "copy" | "download" | "lfs" {
if (file.xetHash) {
return "copy";
}
if (file.lfs) {
return "lfs";
}
return "download";
}
function throwUnmigratedLfsError(repoId: RepoId, entries: Array<{ path: string; size: number }>): never {
const head = entries
.slice(0, MAX_REPORTED_LFS_PATHS)
.map((e) => `'${e.path}' (${formatBytes(e.size)})`)
.join(", ");
const more = entries.length > MAX_REPORTED_LFS_PATHS ? ` (and ${entries.length - MAX_REPORTED_LFS_PATHS} more)` : "";
throw new Error(
`Cannot copy ${entries.length} LFS file(s) from ${repoId.type}s/${repoId.name} that have not been migrated to xet: ${head}${more}. ` +
`Migrate these files to xet before copying.`,
);
}
|