TracNetwork commited on
Commit
71df655
·
verified ·
1 Parent(s): 5fd8c1b

Add pinned speculative metadata runtime wheels

Browse files
.gitattributes CHANGED
@@ -58,3 +58,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
58
  # Video files - compressed
59
  *.mp4 filter=lfs diff=lfs merge=lfs -text
60
  *.webm filter=lfs diff=lfs merge=lfs -text
 
 
 
58
  # Video files - compressed
59
  *.mp4 filter=lfs diff=lfs merge=lfs -text
60
  *.webm filter=lfs diff=lfs merge=lfs -text
61
+ vllm-0.24.0+mayhem.specmeta1-cp38-abi3-manylinux_2_28_aarch64.whl filter=lfs diff=lfs merge=lfs -text
62
+ vllm-0.24.0+mayhem.specmeta1-cp38-abi3-manylinux_2_28_x86_64.whl filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ ---
4
+ # OpenMayhem Runtime Wheels
5
+
6
+ vLLM 0.24.0 downstream runtime with the speculative FlashInfer host-metadata
7
+ lifetime fix. The original upstream native binaries, dependencies, licenses,
8
+ and platform metadata are preserved. This is not an official vLLM release.
9
+
10
+ Each wheel has a SHA-256 provenance record. The source patch, regression test,
11
+ and offline reproducible packager are included. Source base:
12
+ https://github.com/vllm-project/vllm/commit/ee0da84ab9e04ac7610e28580af62c365e898389
13
+
14
+ The change extends the existing ModelRunnerV2 host-buffer lifetime guard to
15
+ speculative decoding. Non-speculative V1 decoding retains its existing behavior.
16
+ It does not introduce global GPU synchronization or change native kernels.
17
+ Consumers must use an immutable repository revision and verify the wheel hash.
package-vllm-speculative-runtime.py ADDED
@@ -0,0 +1,485 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ #!/usr/bin/env python3
2
+ """Offline, pinned vLLM wheel rewrite; never import/build/install wheel code.
3
+
4
+ ZIP_STORED, sorted members, fixed timestamps and canonical permissions make
5
+ outputs reproducible without depending on a particular zlib version. Native
6
+ members are streamed, not buffered. The adjacent JSON is deterministic too.
7
+
8
+ --source-checkout needs only vllm/v1/attention/backends/flashinfer.py plus either:
9
+ * .git with HEAD at FIX_COMMIT, its pinned parent, the backend's tree objects,
10
+ and a clean backend index entry (other worktree files may be absent); or
11
+ * vllm-specmeta-source.json containing exactly base_commit, fix_commit and
12
+ backend_sha256, with the pinned values below. No Git state is needed for
13
+ this export form. The manifest is an identity declaration, not a signature;
14
+ the backend bytes are always independently checked against the built-in SHA.
15
+ No tests, _version.py, setup.py, dependencies or build artifacts are needed in
16
+ the source tree. _version.py is read only from the pinned upstream wheel.
17
+ """
18
+
19
+ import argparse
20
+ import ast
21
+ import base64
22
+ import csv
23
+ from email import policy
24
+ from email.parser import BytesParser
25
+ import hashlib
26
+ import io
27
+ import json
28
+ import os
29
+ from pathlib import Path
30
+ import stat
31
+ import subprocess
32
+ import tempfile
33
+ import zipfile
34
+
35
+
36
+ BASE_COMMIT = "ee0da84ab9e04ac7610e28580af62c365e898389"
37
+ FIX_COMMIT = "9a9cbb67ac23d78cf7384650b561ce7b122f770b"
38
+ OLD_BACKEND_SHA = "ce9071eade3d1a9c7dc9dd9f187212599e1c20058ffda901d6950b9dcde19913"
39
+ NEW_BACKEND_SHA = "01678024fc88e5f031b866fd6affbb0d82917c271938d8c5878fa0e68c023ab5"
40
+ UPSTREAM_HASHES = {
41
+ "vllm-0.24.0-cp38-abi3-manylinux_2_28_aarch64.whl":
42
+ "700db71c3cf14697d42583521f38b12fac38db1e7a8ad062e8e4d63a5dadebd5",
43
+ "vllm-0.24.0-cp38-abi3-manylinux_2_28_x86_64.whl":
44
+ "2d2831aeba311292250df0132dbc4d8e9f42c654536eaec48e6fe58acb1822cf",
45
+ }
46
+ UPSTREAM_WHEEL_TAGS = {
47
+ "vllm-0.24.0-cp38-abi3-manylinux_2_28_aarch64.whl":
48
+ ["cp38-abi3-linux_aarch64"],
49
+ "vllm-0.24.0-cp38-abi3-manylinux_2_28_x86_64.whl":
50
+ ["cp38-abi3-linux_x86_64"],
51
+ }
52
+ VERSION = "0.24.0+mayhem.specmeta1"
53
+ BACKEND = "vllm/v1/attention/backends/flashinfer.py"
54
+ VERSION_FILE = "vllm/_version.py"
55
+ DIST = "vllm-0.24.0.dist-info"
56
+ NEW_DIST = "vllm-" + VERSION + ".dist-info"
57
+ RECORD = DIST + "/RECORD"
58
+ CHUNK = 1024 * 1024
59
+ MAX_ARCHIVE = 16 * 1024**3
60
+ MAX_MEMBER = 8 * 1024**3
61
+ MAX_TOTAL = 32 * 1024**3
62
+ MAX_SMALL = 16 * 1024**2
63
+ MAX_CENTRAL = 32 * 1024**2
64
+ MAX_ENTRIES = 50000
65
+
66
+
67
+ class InvalidWheel(ValueError):
68
+ pass
69
+
70
+
71
+ def require(condition, message):
72
+ if not condition:
73
+ raise InvalidWheel(message)
74
+
75
+
76
+ def sha256(data):
77
+ return hashlib.sha256(data).hexdigest()
78
+
79
+
80
+ def digest_stream(stream, sink=None, limit=MAX_ARCHIVE):
81
+ digest, size = hashlib.sha256(), 0
82
+ while True:
83
+ chunk = stream.read(CHUNK)
84
+ if not chunk:
85
+ break
86
+ size += len(chunk)
87
+ require(size <= limit, "stream exceeds size bound")
88
+ digest.update(chunk)
89
+ if sink is not None:
90
+ sink.write(chunk)
91
+ return digest.hexdigest(), size
92
+
93
+
94
+ def safe_path(name):
95
+ require(isinstance(name, str) and 0 < len(name) <= 4096,
96
+ "invalid member path length")
97
+ require(not any(ord(c) < 32 or ord(c) == 127 or c in "\\:" for c in name),
98
+ "unsafe member path: " + repr(name))
99
+ parts = name.rstrip("/").split("/")
100
+ require(all(p and p not in (".", "..") and not p.endswith((".", " "))
101
+ for p in parts), "unsafe member path: " + repr(name))
102
+ require(not name.endswith("//"), "unsafe directory path")
103
+
104
+
105
+ def git(checkout, *args):
106
+ # These are read-only plumbing commands, never diff/filter/build commands.
107
+ env = dict(os.environ, GIT_NO_REPLACE_OBJECTS="1", GIT_OPTIONAL_LOCKS="0")
108
+ for key in list(env):
109
+ if key.startswith("GIT_") and key not in (
110
+ "GIT_NO_REPLACE_OBJECTS", "GIT_OPTIONAL_LOCKS"):
111
+ del env[key]
112
+ result = subprocess.run(
113
+ ["git", "-c", "core.fsmonitor=false", "-c", "core.hooksPath=/dev/null",
114
+ "-C", str(checkout), *args], env=env, check=True,
115
+ stdout=subprocess.PIPE, stderr=subprocess.PIPE, timeout=60)
116
+ require(len(result.stdout) <= MAX_CENTRAL, "source listing too large")
117
+ return result.stdout
118
+
119
+
120
+ def fixed_source(checkout):
121
+ checkout = Path(checkout).resolve(strict=True)
122
+ path = checkout / BACKEND
123
+ require(all(not parent.is_symlink() for parent in
124
+ (path, *path.parents) if parent != checkout), "source symlink rejected")
125
+ require(stat.S_ISREG(path.stat().st_mode), "backend must be a regular file")
126
+ with path.open("rb") as stream:
127
+ backend = stream.read(MAX_SMALL + 1)
128
+ require(len(backend) <= MAX_SMALL and sha256(backend) == NEW_BACKEND_SHA,
129
+ "fixed backend SHA256 mismatch")
130
+ if os.path.lexists(checkout / ".git"):
131
+ require(git(checkout, "rev-parse", "HEAD").strip().decode() == FIX_COMMIT,
132
+ "source HEAD is not the pinned fix commit")
133
+ require(git(checkout, "rev-parse", "HEAD^").strip().decode() == BASE_COMMIT,
134
+ "source parent is not the pinned base commit")
135
+ blob = hashlib.sha1(b"blob " + str(len(backend)).encode() + b"\0" + backend).hexdigest().encode()
136
+ tree = git(checkout, "ls-tree", "--full-tree", "-z", "HEAD", "--", BACKEND)
137
+ # Git owns the tracked mode; transported source bytes need not be executable.
138
+ require(tree in {mode + b" blob " + blob + b"\t" + BACKEND.encode() + b"\0"
139
+ for mode in (b"100644", b"100755")},
140
+ "backend does not match pinned source tree")
141
+ mode = tree.split(b" ", 1)[0]
142
+ require(git(checkout, "ls-files", "--stage", "-z", "--", BACKEND) ==
143
+ mode + b" " + blob + b" 0\t" + BACKEND.encode() + b"\0",
144
+ "source backend index is not clean")
145
+ else:
146
+ manifest = checkout / "vllm-specmeta-source.json"
147
+ require(not manifest.is_symlink() and stat.S_ISREG(manifest.stat().st_mode),
148
+ "source manifest must be regular")
149
+ with manifest.open("rb") as stream:
150
+ data = stream.read(MAX_SMALL + 1)
151
+ require(len(data) <= MAX_SMALL, "source manifest too large")
152
+ require(json.loads(data) == {"base_commit": BASE_COMMIT,
153
+ "fix_commit": FIX_COMMIT,
154
+ "backend_sha256": NEW_BACKEND_SHA},
155
+ "exported source identity mismatch")
156
+ return backend
157
+
158
+
159
+ def check_zip_bounds(stream):
160
+ require(os.fstat(stream.fileno()).st_size <= MAX_ARCHIVE, "archive too large")
161
+ # zipfile's bounded EOCD/ZIP64 parser avoids loading a huge central directory.
162
+ end = zipfile._EndRecData(stream)
163
+ require(end is not None, "missing ZIP end record")
164
+ require(end[zipfile._ECD_SIZE] <= MAX_CENTRAL, "central directory too large")
165
+ require(end[zipfile._ECD_ENTRIES_TOTAL] <= MAX_ENTRIES, "too many ZIP entries")
166
+ require(end[zipfile._ECD_DISK_NUMBER] == 0 and
167
+ end[zipfile._ECD_DISK_START] == 0 and
168
+ end[zipfile._ECD_ENTRIES_THIS_DISK] == end[zipfile._ECD_ENTRIES_TOTAL],
169
+ "multidisk ZIP unsupported")
170
+ stream.seek(0)
171
+
172
+
173
+ def inventory(wheel):
174
+ infos, aliases, total = {}, set(), 0
175
+ require(len(wheel.infolist()) <= MAX_ENTRIES, "too many ZIP entries")
176
+ for info in wheel.infolist():
177
+ name = info.filename
178
+ require(info.orig_filename == name, "truncated ZIP path")
179
+ safe_path(name)
180
+ alias = name.rstrip("/").casefold()
181
+ require(alias not in aliases, "duplicate ZIP path: " + name)
182
+ aliases.add(alias)
183
+ mode = stat.S_IFMT(info.external_attr >> 16)
184
+ require(mode in (0, stat.S_IFDIR if info.is_dir() else stat.S_IFREG),
185
+ "symlink or special ZIP member: " + name)
186
+ require(not info.flag_bits & 1 and info.compress_type in
187
+ (zipfile.ZIP_STORED, zipfile.ZIP_DEFLATED),
188
+ "encrypted or unsupported ZIP member")
189
+ require(0 <= info.file_size <= MAX_MEMBER and
190
+ 0 <= info.compress_size <= MAX_ARCHIVE, "ZIP member too large")
191
+ require(not info.is_dir() or info.file_size == 0, "nonempty ZIP directory")
192
+ total += info.file_size
193
+ require(total <= MAX_TOTAL, "expanded ZIP too large")
194
+ for part in name.rstrip("/").split("/"):
195
+ require(not part.endswith(".dist-info") or part == DIST,
196
+ "unknown dist-info directory")
197
+ require(name not in (DIST + "/RECORD.jws", DIST + "/RECORD.p7s"),
198
+ "signed RECORD cannot be rewritten")
199
+ infos[name] = info
200
+ files = {n.rstrip("/").casefold() for n, i in infos.items() if not i.is_dir()}
201
+ for name in infos:
202
+ parts = name.rstrip("/").casefold().split("/")
203
+ require(all("/".join(parts[:i]) not in files for i in range(1, len(parts))),
204
+ "ZIP file/directory collision")
205
+ require({BACKEND, VERSION_FILE, RECORD, DIST + "/METADATA", DIST + "/WHEEL"}
206
+ <= infos.keys(), "required wheel member missing")
207
+ return infos
208
+
209
+
210
+ def small(wheel, name):
211
+ require(wheel.getinfo(name).file_size <= MAX_SMALL, "metadata member too large")
212
+ with wheel.open(name) as stream:
213
+ data = stream.read(MAX_SMALL + 1)
214
+ require(len(data) <= MAX_SMALL, "metadata exceeds size bound")
215
+ return data
216
+
217
+
218
+ def read_record(data, infos):
219
+ rows = {}
220
+ for row in csv.reader(io.StringIO(data.decode("utf-8"), newline=""), strict=True):
221
+ require(len(row) == 3, "invalid RECORD row")
222
+ name, digest, size = row
223
+ safe_path(name)
224
+ require(name not in rows and name in infos and not infos[name].is_dir(),
225
+ "duplicate or unknown RECORD path")
226
+ if name == RECORD:
227
+ require(digest == size == "", "RECORD must not hash itself")
228
+ else:
229
+ require(digest.startswith("sha256=") and len(digest) == 50,
230
+ "RECORD requires SHA256")
231
+ encoded = digest[7:]
232
+ raw = base64.b64decode(encoded + "=", altchars=b"-_", validate=True)
233
+ require(base64.urlsafe_b64encode(raw).decode().rstrip("=") == encoded,
234
+ "noncanonical RECORD hash")
235
+ require(size == str(infos[name].file_size), "RECORD size mismatch")
236
+ rows[name] = (digest, size)
237
+ require(rows.keys() == {n for n, i in infos.items() if not i.is_dir()},
238
+ "RECORD does not cover every file")
239
+ return rows
240
+
241
+
242
+ def record_hash(hex_digest):
243
+ return "sha256=" + base64.urlsafe_b64encode(bytes.fromhex(hex_digest)).decode().rstrip("=")
244
+
245
+
246
+ def verify_record(name, digest, size, rows):
247
+ if name != RECORD:
248
+ require(rows[name] == (record_hash(digest), str(size)),
249
+ "RECORD hash/size mismatch: " + name)
250
+
251
+
252
+ def rewrite_version(data):
253
+ tree = ast.parse(data)
254
+ fields = {
255
+ ("__version__", "version"): ("0.24.0", VERSION),
256
+ ("__version_tuple__", "version_tuple"):
257
+ ((0, 24, 0), (0, 24, 0, "mayhem.specmeta1")),
258
+ ("__commit_id__", "commit_id"): ("gee0da84ab", "g" + FIX_COMMIT[:9]),
259
+ }
260
+ names = {name for pair in fields for name in pair}
261
+ lines = data.splitlines(keepends=True)
262
+ offsets = [0]
263
+ for line in lines:
264
+ offsets.append(offsets[-1] + len(line))
265
+ edits, seen = [], set()
266
+ for node in tree.body:
267
+ if isinstance(node, ast.Assign):
268
+ require(all(isinstance(t, ast.Name) for t in node.targets),
269
+ "unknown version assignment")
270
+ keys = tuple(t.id for t in node.targets)
271
+ if keys == ("__all__",):
272
+ require(set(ast.literal_eval(node.value)) == names,
273
+ "unknown version exports")
274
+ continue
275
+ require(keys in fields and keys not in seen, "unknown version fields")
276
+ old, new = fields[keys]
277
+ require(ast.literal_eval(node.value) == old, "unknown original version")
278
+ seen.add(keys)
279
+ value = node.value
280
+ start = offsets[value.lineno - 1] + value.col_offset
281
+ end = offsets[value.end_lineno - 1] + value.end_col_offset
282
+ edits.append((start, end, repr(new).encode("ascii")))
283
+ elif isinstance(node, ast.AnnAssign):
284
+ require(isinstance(node.target, ast.Name) and node.target.id in names
285
+ and node.value is None, "unknown version annotation")
286
+ elif isinstance(node, ast.ImportFrom):
287
+ require(node.level == 0 and node.module in ("__future__", "typing")
288
+ and all(n.asname is None and n.name in
289
+ ("annotations", "Tuple", "Union") for n in node.names),
290
+ "unknown version import")
291
+ else:
292
+ require(isinstance(node, ast.Expr) and isinstance(node.value, ast.Constant)
293
+ and isinstance(node.value.value, str), "unknown version schema")
294
+ require(seen == fields.keys(), "missing version fields")
295
+ for start, end, replacement in sorted(edits, reverse=True):
296
+ data = data[:start] + replacement + data[end:]
297
+ return data
298
+
299
+
300
+ def headers(data):
301
+ message = BytesParser(policy=policy.compat32).parsebytes(data)
302
+ require(not message.defects, "malformed wheel metadata")
303
+ return message
304
+
305
+
306
+ def rewrite_metadata(data):
307
+ message = headers(data)
308
+ require(message.get_all("Name") == ["vllm"] and
309
+ message.get_all("Version") == ["0.24.0"], "unknown original METADATA")
310
+ # Parse structurally, but splice only this header to preserve dependencies,
311
+ # license fields and the description byte-for-byte (email reserializes them).
312
+ lines = data.splitlines(keepends=True)
313
+ for i, line in enumerate(lines):
314
+ if line in (b"\n", b"\r\n"):
315
+ break
316
+ if line.lower().startswith(b"version:"):
317
+ ending = b"\r\n" if line.endswith(b"\r\n") else b"\n"
318
+ require(line.rstrip(b"\r\n").split(b":", 1)[1].strip() == b"0.24.0"
319
+ and (i + 1 == len(lines) or not lines[i + 1].startswith((b" ", b"\t"))),
320
+ "unknown Version header encoding")
321
+ lines[i] = line.split(b":", 1)[0] + b": " + VERSION.encode() + ending
322
+ return b"".join(lines)
323
+ raise InvalidWheel("missing Version header")
324
+
325
+
326
+ def renamed(name):
327
+ return NEW_DIST + name[len(DIST):] if name == DIST + "/" or name.startswith(DIST + "/") else name
328
+
329
+
330
+ def write_wheel(source, target, infos, rows, replacements):
331
+ records, changes = [], []
332
+ with zipfile.ZipFile(target, "w", compression=zipfile.ZIP_STORED,
333
+ allowZip64=True) as output:
334
+ for name in sorted(infos, key=renamed):
335
+ if name == RECORD:
336
+ continue
337
+ original = infos[name]
338
+ new_name = renamed(name)
339
+ info = zipfile.ZipInfo(new_name, date_time=(1980, 1, 1, 0, 0, 0))
340
+ info.create_system = 3
341
+ mode = 0o755 if original.is_dir() or original.external_attr >> 16 & 0o111 else 0o644
342
+ info.external_attr = ((stat.S_IFDIR if original.is_dir() else stat.S_IFREG) | mode) << 16
343
+ if original.is_dir():
344
+ info.external_attr |= 0x10
345
+ info.file_size = len(replacements[name]) if name in replacements else original.file_size
346
+ with output.open(info, "w", force_zip64=info.file_size >= 2**31) as sink:
347
+ if name in replacements:
348
+ data = replacements[name]
349
+ sink.write(data)
350
+ digest, size = sha256(data), len(data)
351
+ old_digest = sha256(small(source, name))
352
+ else:
353
+ with source.open(original) as stream:
354
+ digest, size = digest_stream(stream, sink, original.file_size)
355
+ old_digest = digest
356
+ if not original.is_dir():
357
+ verify_record(name, digest, size, rows)
358
+ if not original.is_dir():
359
+ records.append((new_name, record_hash(digest), str(size)))
360
+ if name != new_name or name in replacements:
361
+ changes.append({"original": name, "output": new_name,
362
+ "original_sha256": old_digest, "sha256": digest})
363
+ record_text = io.StringIO(newline="")
364
+ writer = csv.writer(record_text, lineterminator="\n")
365
+ writer.writerows(sorted(records + [(renamed(RECORD), "", "")]))
366
+ record_data = record_text.getvalue().encode("utf-8")
367
+ info = zipfile.ZipInfo(renamed(RECORD), (1980, 1, 1, 0, 0, 0))
368
+ info.create_system = 3
369
+ info.external_attr = (stat.S_IFREG | 0o644) << 16
370
+ output.writestr(info, record_data)
371
+ changes.append({"original": RECORD, "output": renamed(RECORD),
372
+ "original_sha256": sha256(small(source, RECORD)),
373
+ "sha256": sha256(record_data)})
374
+ return sorted(changes, key=lambda row: row["output"])
375
+
376
+
377
+ def _package(wheel_path, output_dir, backend, expected_input_sha):
378
+ """Internal fixture seam; the public entry point always selects pinned hashes."""
379
+ wheel_path, output_dir = Path(wheel_path), Path(output_dir)
380
+ require(wheel_path.name in UPSTREAM_HASHES, "unapproved upstream wheel filename")
381
+ require(sha256(backend) == NEW_BACKEND_SHA, "fixed backend SHA256 mismatch")
382
+ output_name = wheel_path.name.replace("vllm-0.24.0-", "vllm-" + VERSION + "-", 1)
383
+ destinations = [output_dir / output_name, output_dir / (output_name + ".provenance.json")]
384
+ owned, success = {}, False
385
+
386
+ def remember(path):
387
+ info = path.lstat()
388
+ owned[path] = (info.st_dev, info.st_ino)
389
+
390
+ try:
391
+ with wheel_path.open("rb") as stream:
392
+ require(stat.S_ISREG(os.fstat(stream.fileno()).st_mode), "wheel must be regular")
393
+ check_zip_bounds(stream)
394
+ input_sha, input_size = digest_stream(stream)
395
+ require(input_sha == expected_input_sha, "upstream wheel SHA256 mismatch")
396
+ stream.seek(0)
397
+ with zipfile.ZipFile(stream) as source:
398
+ infos = inventory(source)
399
+ rows = read_record(small(source, RECORD), infos)
400
+ originals = {n: small(source, n) for n in
401
+ (BACKEND, VERSION_FILE, DIST + "/METADATA", DIST + "/WHEEL")}
402
+ for name, data in originals.items():
403
+ verify_record(name, sha256(data), len(data), rows)
404
+ require(sha256(originals[BACKEND]) == OLD_BACKEND_SHA,
405
+ "unknown original backend SHA256")
406
+ wheel_headers = headers(originals[DIST + "/WHEEL"])
407
+ # Pinned upstream metadata may differ from the published filename.
408
+ require(wheel_headers.get_all("Tag") == UPSTREAM_WHEEL_TAGS[wheel_path.name] and
409
+ wheel_headers.get_all("Wheel-Version") == ["1.0"] and
410
+ wheel_headers.get_all("Root-Is-Purelib") == ["false"],
411
+ "unknown original WHEEL metadata")
412
+ replacements = {BACKEND: backend,
413
+ VERSION_FILE: rewrite_version(originals[VERSION_FILE]),
414
+ DIST + "/METADATA": rewrite_metadata(originals[DIST + "/METADATA"])}
415
+ output_dir.mkdir(parents=True, exist_ok=True)
416
+ require(not any(os.path.lexists(p) for p in destinations), "output already exists")
417
+ with tempfile.NamedTemporaryFile(prefix=".vllm-", suffix=".tmp",
418
+ dir=output_dir, delete=False) as target:
419
+ temporary = Path(target.name)
420
+ remember(temporary)
421
+ changes = write_wheel(source, target, infos, rows, replacements)
422
+ target.flush()
423
+ os.fsync(target.fileno())
424
+ # Detect an input changed during streaming, including ZIP headers.
425
+ stream.seek(0)
426
+ require(digest_stream(stream) == (input_sha, input_size),
427
+ "upstream wheel changed during packaging")
428
+ with temporary.open("rb") as stream:
429
+ output_sha, output_size = digest_stream(stream, limit=MAX_TOTAL + MAX_CENTRAL)
430
+ provenance = {
431
+ "schema_version": 1, "upstream_version": "0.24.0", "version": VERSION,
432
+ "base_commit": BASE_COMMIT, "fix_commit": FIX_COMMIT,
433
+ "backend": {"path": BACKEND, "original_sha256": OLD_BACKEND_SHA,
434
+ "sha256": NEW_BACKEND_SHA},
435
+ "upstream_wheel": {"filename": wheel_path.name, "sha256": input_sha, "size": input_size},
436
+ "output_wheel": {"filename": output_name, "sha256": output_sha, "size": output_size},
437
+ "changed_members": changes,
438
+ }
439
+ with tempfile.NamedTemporaryFile(prefix=".vllm-", suffix=".tmp",
440
+ dir=output_dir, delete=False) as target:
441
+ sidecar = Path(target.name)
442
+ remember(sidecar)
443
+ target.write((json.dumps(provenance, sort_keys=True, indent=2) + "\n").encode())
444
+ target.flush()
445
+ os.fsync(target.fileno())
446
+ for temporary_path, destination in zip((temporary, sidecar), destinations):
447
+ os.link(temporary_path, destination) # Atomic publication, never overwrite.
448
+ owned[destination] = owned[temporary_path]
449
+ success = True
450
+ return tuple(destinations)
451
+ finally:
452
+ for path, identity in owned.items():
453
+ if success and path in destinations:
454
+ continue
455
+ try:
456
+ info = path.lstat()
457
+ if (info.st_dev, info.st_ino) == identity:
458
+ path.unlink()
459
+ except FileNotFoundError:
460
+ pass
461
+
462
+
463
+ def package(upstream_wheel, source_checkout, output_dir):
464
+ name = Path(upstream_wheel).name
465
+ require(name in UPSTREAM_HASHES, "unapproved upstream wheel filename")
466
+ return _package(upstream_wheel, output_dir, fixed_source(source_checkout),
467
+ UPSTREAM_HASHES[name])
468
+
469
+
470
+ def main():
471
+ parser = argparse.ArgumentParser(description=__doc__)
472
+ parser.add_argument("--upstream-wheel", required=True, type=Path)
473
+ parser.add_argument("--source-checkout", required=True, type=Path)
474
+ parser.add_argument("--output-dir", required=True, type=Path)
475
+ args = parser.parse_args()
476
+ try:
477
+ for path in package(args.upstream_wheel, args.source_checkout, args.output_dir):
478
+ print(path)
479
+ except (ValueError, OSError, SyntaxError, csv.Error, zipfile.BadZipFile,
480
+ RuntimeError, subprocess.SubprocessError) as error:
481
+ parser.exit(1, "packaging failed: " + str(error) + "\n")
482
+
483
+
484
+ if __name__ == "__main__":
485
+ main()
test_package_vllm_speculative_runtime.py ADDED
@@ -0,0 +1,318 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ #!/usr/bin/env python3
2
+ """Run offline: python3 -B scripts/test_package_vllm_speculative_runtime.py."""
3
+
4
+ import ast
5
+ import csv
6
+ import importlib.util
7
+ import io
8
+ import json
9
+ from pathlib import Path
10
+ import stat
11
+ import tempfile
12
+ import unittest
13
+ from unittest import mock
14
+ import warnings
15
+ import zipfile
16
+
17
+
18
+ SPEC = importlib.util.spec_from_file_location(
19
+ "packager", Path(__file__).with_name("package-vllm-speculative-runtime.py"))
20
+ p = importlib.util.module_from_spec(SPEC)
21
+ SPEC.loader.exec_module(p)
22
+
23
+ OLD = b"# synthetic original backend\n"
24
+ NEW = b"# synthetic fixed backend\n"
25
+ VERSION_SOURCE = b'''# file generated by vcs-versioning\nfrom __future__ import annotations
26
+ __all__ = ["__version__", "__version_tuple__", "version", "version_tuple", "__commit_id__", "commit_id"]
27
+ __version__: str
28
+ version: str
29
+ __version_tuple__: tuple[int | str, ...]
30
+ version_tuple: tuple[int | str, ...]
31
+ __commit_id__: str | None
32
+ commit_id: str | None
33
+ __version__ = version = '0.24.0'
34
+ __version_tuple__ = version_tuple = (0, 24, 0)
35
+ __commit_id__ = commit_id = 'gee0da84ab'
36
+ '''
37
+
38
+
39
+ class PackagerTests(unittest.TestCase):
40
+ def setUp(self):
41
+ self.temp = tempfile.TemporaryDirectory()
42
+ self.addCleanup(self.temp.cleanup)
43
+ self.root = Path(self.temp.name)
44
+ self.wheel = self.root / next(iter(p.UPSTREAM_HASHES))
45
+ self.output = self.root / "output"
46
+ self.patches = mock.patch.multiple(
47
+ p, OLD_BACKEND_SHA=p.sha256(OLD), NEW_BACKEND_SHA=p.sha256(NEW))
48
+ self.patches.start()
49
+ self.addCleanup(self.patches.stop)
50
+
51
+ def fixture(self, changes=None, extra=(), record_edit=None):
52
+ tag = p.UPSTREAM_WHEEL_TAGS[self.wheel.name][0]
53
+ members = {
54
+ p.BACKEND: OLD,
55
+ p.VERSION_FILE: VERSION_SOURCE,
56
+ p.DIST + "/METADATA": (
57
+ b"Metadata-Version: 2.4\r\nName: vllm\r\nVersion: 0.24.0\r\n"
58
+ b"Requires-Dist: torch==2.11.0\r\nRequires-Dist: example;\r\n"
59
+ b" python_version >= '3.8'\r\nLicense-Expression: Apache-2.0\r\n"
60
+ b"\r\nDescription\r\nVersion: not a header\r\n"),
61
+ p.DIST + "/WHEEL": ("Wheel-Version: 1.0\nGenerator: fixture\n"
62
+ "Root-Is-Purelib: false\nTag: " + tag + "\n").encode(),
63
+ p.DIST + "/licenses/LICENSE": b"untouched license\n",
64
+ "vllm/_C.abi3.so": bytes(range(256)) * 10000,
65
+ "vllm/unchanged.py": b"raise RuntimeError('must never execute')\n",
66
+ p.DIST + "/": b"",
67
+ }
68
+ members.update(changes or {})
69
+ entries = list(members.items()) + list(extra)
70
+ rows = [(n, p.record_hash(p.sha256(d)), str(len(d)))
71
+ for n, d in entries if not n.endswith("/")]
72
+ rows.append((p.RECORD, "", ""))
73
+ if record_edit:
74
+ record_edit(rows)
75
+ record = io.StringIO(newline="")
76
+ csv.writer(record, lineterminator="\n").writerows(rows)
77
+ with warnings.catch_warnings():
78
+ warnings.simplefilter("ignore", UserWarning)
79
+ with zipfile.ZipFile(self.wheel, "w", zipfile.ZIP_DEFLATED) as wheel:
80
+ for name, data in entries:
81
+ wheel.writestr(name, data)
82
+ wheel.writestr(p.RECORD, record.getvalue().encode())
83
+ return members
84
+
85
+ def run_package(self, output=None):
86
+ return p._package(self.wheel, output or self.output, NEW,
87
+ p.sha256(self.wheel.read_bytes()))
88
+
89
+ def assert_rejected(self, pattern=None):
90
+ with self.assertRaisesRegex((p.InvalidWheel, zipfile.BadZipFile, ValueError), pattern or "."):
91
+ self.run_package()
92
+ if self.output.exists():
93
+ self.assertEqual(list(self.output.iterdir()), [])
94
+
95
+ def test_deterministic_rewrite_and_complete_record(self):
96
+ for name in p.UPSTREAM_HASHES:
97
+ with self.subTest(name=name):
98
+ self.wheel = self.root / name
99
+ members = self.fixture()
100
+ first, provenance_path = self.run_package(self.root / (name + "-a"))
101
+ second, second_provenance = self.run_package(self.root / (name + "-b"))
102
+ self.assertEqual(first.read_bytes(), second.read_bytes())
103
+ self.assertEqual(provenance_path.read_bytes(), second_provenance.read_bytes())
104
+ provenance = json.loads(provenance_path.read_bytes())
105
+ self.assertEqual(provenance["output_wheel"]["sha256"], p.sha256(first.read_bytes()))
106
+ self.assertEqual(provenance["base_commit"], p.BASE_COMMIT)
107
+ self.assertEqual(provenance["fix_commit"], p.FIX_COMMIT)
108
+ with zipfile.ZipFile(first) as result:
109
+ expected_names = {p.renamed(n) for n in members} | {p.renamed(p.RECORD)}
110
+ self.assertEqual(set(result.namelist()), expected_names)
111
+ for member, data in members.items():
112
+ if member not in (p.BACKEND, p.VERSION_FILE, p.DIST + "/METADATA"):
113
+ self.assertEqual(result.read(p.renamed(member)), data)
114
+ self.assertEqual(result.read(p.BACKEND), NEW)
115
+ version = ast.parse(result.read(p.VERSION_FILE))
116
+ values = {node.targets[0].id: ast.literal_eval(node.value)
117
+ for node in version.body if isinstance(node, ast.Assign)}
118
+ self.assertEqual(values["__version__"], p.VERSION)
119
+ self.assertEqual(values["__version_tuple__"], (0, 24, 0, "mayhem.specmeta1"))
120
+ self.assertEqual(values["__commit_id__"], "g" + p.FIX_COMMIT[:9])
121
+ self.assertEqual(result.read(p.NEW_DIST + "/METADATA"),
122
+ members[p.DIST + "/METADATA"].replace(
123
+ b"Version: 0.24.0\r\n", b"Version: " + p.VERSION.encode() + b"\r\n"))
124
+ record = list(csv.reader(io.StringIO(result.read(p.renamed(p.RECORD)).decode())))
125
+ self.assertEqual({r[0] for r in record},
126
+ {n for n in expected_names if not n.endswith("/")})
127
+ for member, digest, size in record:
128
+ data = result.read(member)
129
+ if member == p.renamed(p.RECORD):
130
+ self.assertEqual((digest, size), ("", ""))
131
+ else:
132
+ self.assertEqual((digest, size), (p.record_hash(p.sha256(data)), str(len(data))))
133
+ self.assertTrue(all(i.date_time == (1980, 1, 1, 0, 0, 0)
134
+ and i.compress_type == zipfile.ZIP_STORED
135
+ for i in result.infolist()))
136
+ changed = {row["original"] for row in provenance["changed_members"]}
137
+ self.assertEqual(changed, {p.BACKEND, p.VERSION_FILE, p.RECORD} |
138
+ {n for n in members if n.startswith(p.DIST + "/")})
139
+
140
+ def test_production_hash_gate_has_no_fixture_override(self):
141
+ self.fixture()
142
+ with mock.patch.object(p, "fixed_source", return_value=NEW):
143
+ with self.assertRaisesRegex(p.InvalidWheel, "upstream wheel SHA256"):
144
+ p.package(self.wheel, self.root, self.output)
145
+ self.assertFalse(self.output.exists())
146
+ self.assertEqual(len(p.UPSTREAM_HASHES), 2)
147
+
148
+ def test_pinned_internal_linux_tags_are_preserved(self):
149
+ for arch, other in (("aarch64", "x86_64"), ("x86_64", "aarch64")):
150
+ with self.subTest(architecture=arch):
151
+ self.wheel = self.root / ("vllm-0.24.0-cp38-abi3-manylinux_2_28_" + arch + ".whl")
152
+ self.output = self.root / arch
153
+ tag = ("cp38-abi3-linux_" + arch).encode()
154
+ metadata = (b"Wheel-Version: 1.0\nGenerator: setuptools (80.10.2)\n"
155
+ b"Root-Is-Purelib: false\nTag: " + tag + b"\n")
156
+ self.fixture({p.DIST + "/WHEEL": metadata})
157
+ output, _ = self.run_package()
158
+ with zipfile.ZipFile(output) as wheel:
159
+ self.assertEqual(wheel.read(p.NEW_DIST + "/WHEEL"), metadata)
160
+ self.output = self.root / (arch + "-rejected")
161
+ for wrong in ("cp38-abi3-manylinux_2_28_" + arch, "cp38-abi3-linux_" + other):
162
+ self.fixture({p.DIST + "/WHEEL": metadata.replace(tag, wrong.encode())})
163
+ self.assert_rejected("unknown original WHEEL metadata")
164
+
165
+ def test_unknown_filename(self):
166
+ self.fixture()
167
+ self.wheel = self.wheel.rename(self.root / "vllm-0.24.0-py3-none-any.whl")
168
+ self.assert_rejected("filename")
169
+
170
+ def test_malicious_and_duplicate_paths(self):
171
+ for name in ("../escape", "/absolute", "a/../../b", "a\\b", "C:/bad", "a//b",
172
+ "a/./b", "a/space /b", "a\x00bad", "a\nb", p.BACKEND,
173
+ p.BACKEND.upper(), "vllm/_C.abi3.so/child", "other.dist-info/METADATA"):
174
+ with self.subTest(name=name):
175
+ self.fixture(extra=[(name, b"bad")])
176
+ self.assert_rejected()
177
+
178
+ def test_symlink_and_special_file(self):
179
+ for mode in (stat.S_IFLNK, stat.S_IFIFO, stat.S_IFCHR):
180
+ self.fixture()
181
+ with zipfile.ZipFile(self.wheel, "a") as wheel:
182
+ info = zipfile.ZipInfo("link")
183
+ info.create_system = 3
184
+ info.external_attr = (mode | 0o777) << 16
185
+ wheel.writestr(info, b"../outside")
186
+ self.assert_rejected("symlink or special")
187
+
188
+ def test_record_hash_size_coverage_and_duplicates(self):
189
+ edits = [
190
+ lambda rows: rows.__setitem__(0, (rows[0][0], p.record_hash("00" * 32), rows[0][2])),
191
+ lambda rows: rows.__setitem__(0, (rows[0][0], rows[0][1], "999")),
192
+ lambda rows: rows.pop(0),
193
+ lambda rows: rows.append(rows[0]),
194
+ lambda rows: rows.append(("ghost", "", "")),
195
+ lambda rows: rows.__setitem__(-1, (p.RECORD, "sha256=bad", "0")),
196
+ lambda rows: rows.__setitem__(0, (rows[0][0], "", rows[0][2])),
197
+ ]
198
+ for edit in edits:
199
+ self.fixture(record_edit=edit)
200
+ self.assert_rejected()
201
+
202
+ def test_streamed_binary_hash_failure_cleans_owned_temps(self):
203
+ def corrupt(rows):
204
+ for i, row in enumerate(rows):
205
+ if row[0].endswith(".so"):
206
+ rows[i] = (row[0], p.record_hash("00" * 32), row[2])
207
+ self.fixture(record_edit=corrupt)
208
+ self.assert_rejected("RECORD hash/size mismatch")
209
+
210
+ def test_unknown_backend_version_and_metadata(self):
211
+ for changes in (
212
+ {p.BACKEND: b"unrecognized"},
213
+ {p.VERSION_FILE: VERSION_SOURCE.replace(b"gee0da84ab", b"gunknown0")},
214
+ {p.VERSION_FILE: VERSION_SOURCE.replace(b"(0, 24, 0)", b"(0, 23, 0)")},
215
+ {p.VERSION_FILE: VERSION_SOURCE + b"raise RuntimeError('never run')\n"},
216
+ {p.VERSION_FILE: VERSION_SOURCE + b"version = '0.24.0'\n"},
217
+ {p.DIST + "/METADATA": b"Name: vllm\nVersion: 0.25.0\n\n"},
218
+ {p.DIST + "/METADATA": b"Name: vllm\nVersion: 0.24.0\nVersion: 0.24.0\n\n"},
219
+ {p.DIST + "/WHEEL": b"Wheel-Version: 1.0\nTag: py3-none-any\n"},
220
+ {p.DIST + "/RECORD.jws": b"signature"},
221
+ ):
222
+ self.fixture(changes)
223
+ self.assert_rejected()
224
+
225
+ def test_size_bounds(self):
226
+ self.fixture()
227
+ for field in ("MAX_ARCHIVE", "MAX_CENTRAL", "MAX_ENTRIES", "MAX_MEMBER", "MAX_TOTAL", "MAX_SMALL"):
228
+ with self.subTest(field=field), mock.patch.object(p, field, 1):
229
+ self.assert_rejected()
230
+
231
+ def test_no_overwrite_and_cleanup_publication_race(self):
232
+ self.fixture()
233
+ wheel, sidecar = self.run_package()
234
+ saved = (wheel.read_bytes(), sidecar.read_bytes())
235
+ with self.assertRaisesRegex(p.InvalidWheel, "output already exists"):
236
+ self.run_package()
237
+ self.assertEqual((wheel.read_bytes(), sidecar.read_bytes()), saved)
238
+ wheel.unlink()
239
+ sidecar.unlink()
240
+ real_link = p.os.link
241
+
242
+ def race(source, destination):
243
+ if str(destination).endswith(".json"):
244
+ Path(destination).write_bytes(b"other owner")
245
+ real_link(source, destination)
246
+
247
+ with mock.patch.object(p.os, "link", side_effect=race):
248
+ with self.assertRaises(FileExistsError):
249
+ self.run_package()
250
+ self.assertFalse(wheel.exists())
251
+ self.assertEqual(sidecar.read_bytes(), b"other owner")
252
+ self.assertEqual(list(self.output.iterdir()), [sidecar])
253
+
254
+ def test_large_members_are_streamed(self):
255
+ self.fixture()
256
+ original_read = zipfile.ZipExtFile.read
257
+
258
+ def bounded_read(stream, size=-1):
259
+ if stream.name.endswith(".so"):
260
+ self.assertGreater(size, 0)
261
+ self.assertLessEqual(size, p.CHUNK)
262
+ return original_read(stream, size)
263
+
264
+ with mock.patch.object(zipfile.ZipExtFile, "read", bounded_read):
265
+ self.run_package()
266
+
267
+ def test_minimal_export_source_and_pinned_identity(self):
268
+ source = self.root / "source"
269
+ backend = source / p.BACKEND
270
+ backend.parent.mkdir(parents=True)
271
+ backend.write_bytes(NEW)
272
+ manifest = source / "vllm-specmeta-source.json"
273
+ identity = {"base_commit": p.BASE_COMMIT, "fix_commit": p.FIX_COMMIT,
274
+ "backend_sha256": p.NEW_BACKEND_SHA}
275
+ manifest.write_text(json.dumps(identity))
276
+ with mock.patch.object(p, "git", side_effect=AssertionError("no git for export")):
277
+ self.assertEqual(p.fixed_source(source), NEW)
278
+ for key in identity:
279
+ manifest.write_text(json.dumps({**identity, key: "wrong"}))
280
+ with self.assertRaisesRegex(p.InvalidWheel, "identity mismatch"):
281
+ p.fixed_source(source)
282
+ manifest.write_text(json.dumps(identity))
283
+ backend.write_bytes(OLD)
284
+ with self.assertRaisesRegex(p.InvalidWheel, "backend SHA256"):
285
+ p.fixed_source(source)
286
+
287
+ def test_sparse_git_source_identity_and_index(self):
288
+ source = self.root / "source"
289
+ backend = source / p.BACKEND
290
+ backend.parent.mkdir(parents=True)
291
+ backend.write_bytes(NEW)
292
+ (source / ".git").mkdir()
293
+ blob = p.hashlib.sha1(b"blob " + str(len(NEW)).encode() + b"\0" + NEW).hexdigest().encode()
294
+ replies = [p.FIX_COMMIT.encode(), p.BASE_COMMIT.encode(),
295
+ b"100644 blob " + blob + b"\t" + p.BACKEND.encode() + b"\0",
296
+ b"100644 " + blob + b" 0\t" + p.BACKEND.encode() + b"\0"]
297
+ for mode in (b"100644", b"100755"):
298
+ for local_mode in (0o644, 0o755):
299
+ backend.chmod(local_mode)
300
+ matching = [row.replace(b"100644", mode) for row in replies]
301
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302
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303
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304
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305
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306
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307
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308
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309
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310
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311
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312
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313
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314
+ p.fixed_source(source)
315
+
316
+
317
+ if __name__ == "__main__":
318
+ unittest.main()
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+ }
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+ ],
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+ "fix_commit": "9a9cbb67ac23d78cf7384650b561ce7b122f770b",
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+ "output_wheel": {
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+ },
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+ "size": 279209310
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+ "version": "0.24.0+mayhem.specmeta1"
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+ }
vllm-specmeta-v1.patch ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ diff --git a/tests/v1/attention/test_flashinfer_metadata_builder.py b/tests/v1/attention/test_flashinfer_metadata_builder.py
2
+ new file mode 100644
3
+ index 0000000..5e85c81
4
+ --- /dev/null
5
+ +++ b/tests/v1/attention/test_flashinfer_metadata_builder.py
6
+ @@ -0,0 +1,120 @@
7
+ +# SPDX-License-Identifier: Apache-2.0
8
+ +# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
9
+ +"""Regression tests for FlashInfer's persistent host metadata buffers."""
10
+ +
11
+ +import unittest
12
+ +from itertools import product
13
+ +from unittest.mock import MagicMock, patch
14
+ +
15
+ +import torch
16
+ +
17
+ +from vllm.config import (
18
+ + AttentionConfig,
19
+ + CUDAGraphMode,
20
+ + ModelConfig,
21
+ + SpeculativeConfig,
22
+ + VllmConfig,
23
+ + set_current_vllm_config,
24
+ +)
25
+ +from vllm.platforms import current_platform
26
+ +from vllm.v1.attention.backends.utils import PerLayerParameters
27
+ +from vllm.v1.kv_cache_interface import FullAttentionSpec
28
+ +
29
+ +
30
+ +def check_persistent_host_buffer_pinning(
31
+ + cuda_device: torch.device,
32
+ + use_v2_model_runner: bool,
33
+ + has_speculation: bool,
34
+ + pin_memory: bool,
35
+ +):
36
+ + from vllm.v1.attention.backends import flashinfer
37
+ +
38
+ + # Mock configuration only: no model config resolution or weight downloads.
39
+ + config = MagicMock(spec=VllmConfig)
40
+ + config.model_config = MagicMock(spec=ModelConfig)
41
+ + config.model_config.dtype = torch.float16
42
+ + config.model_config.max_model_len = 32
43
+ + config.model_config.get_num_attention_heads.return_value = 4
44
+ + config.cache_config = MagicMock()
45
+ + config.scheduler_config = MagicMock(max_num_seqs=2)
46
+ + config.compilation_config = MagicMock(cudagraph_mode=CUDAGraphMode.NONE)
47
+ + config.parallel_config = MagicMock(
48
+ + decode_context_parallel_size=1,
49
+ + dcp_kv_cache_interleave_size=1,
50
+ + )
51
+ + config.attention_config = AttentionConfig(use_trtllm_attention=False)
52
+ + config.use_v2_model_runner = use_v2_model_runner
53
+ + config.speculative_config = (
54
+ + MagicMock(
55
+ + spec=SpeculativeConfig,
56
+ + num_speculative_tokens=1,
57
+ + parallel_drafting=False,
58
+ + )
59
+ + if has_speculation
60
+ + else None
61
+ + )
62
+ + kv_cache_spec = FullAttentionSpec(
63
+ + block_size=16,
64
+ + num_kv_heads=2,
65
+ + head_size=64,
66
+ + dtype=torch.float16,
67
+ + )
68
+ + per_layer_parameters = {
69
+ + "layer.0": PerLayerParameters(
70
+ + window_left=-1, logits_soft_cap=0.0, sm_scale=64**-0.5
71
+ + )
72
+ + }
73
+ +
74
+ + # Exercise the real constructor and allocators; only layer registration
75
+ + # and the platform pinning flag are patched. GPU buffers total 36 bytes.
76
+ + with (
77
+ + set_current_vllm_config(config),
78
+ + patch.object(flashinfer, "PIN_MEMORY", pin_memory),
79
+ + patch.object(
80
+ + flashinfer, "get_per_layer_parameters", return_value=per_layer_parameters
81
+ + ),
82
+ + ):
83
+ + builder = flashinfer.FlashInferMetadataBuilder(
84
+ + kv_cache_spec, ["layer.0"], config, cuda_device
85
+ + )
86
+ +
87
+ + # V2 and speculative proposals can reuse host metadata while an earlier
88
+ + # asynchronous H2D copy is in flight. Legacy non-spec decoding stays pinned.
89
+ + expected_pinned = pin_memory and not use_v2_model_runner and not has_speculation
90
+ + assert builder.pin_memory is expected_pinned
91
+ + for name in ("paged_kv_indptr", "paged_kv_indices", "paged_kv_last_page_len"):
92
+ + buffer = getattr(builder, name)
93
+ + assert buffer.gpu.device == cuda_device, name
94
+ + assert buffer.cpu.device.type == "cpu", name
95
+ + assert buffer.cpu.is_pinned() is expected_pinned, name
96
+ + assert builder.paged_kv_indptr_cpu_buffer.device.type == "cpu"
97
+ + assert builder.paged_kv_indptr_cpu_buffer.is_pinned() is expected_pinned
98
+ +
99
+ +
100
+ +class TestFlashInferMetadataBuilder(unittest.TestCase):
101
+ + @classmethod
102
+ + def setUpClass(cls):
103
+ + if not current_platform.is_cuda() or not torch.cuda.is_available():
104
+ + raise unittest.SkipTest("Requires CUDA for real pinned host allocations")
105
+ + try:
106
+ + import flashinfer # noqa: F401
107
+ + except ImportError as exc:
108
+ + raise unittest.SkipTest("Requires FlashInfer") from exc
109
+ +
110
+ + def test_persistent_host_buffer_pinning(self):
111
+ + device = torch.device("cuda:0")
112
+ + for use_v2_model_runner, has_speculation, pin_memory in product(
113
+ + (False, True), repeat=3
114
+ + ):
115
+ + with self.subTest(
116
+ + use_v2_model_runner=use_v2_model_runner,
117
+ + has_speculation=has_speculation,
118
+ + pin_memory=pin_memory,
119
+ + ):
120
+ + check_persistent_host_buffer_pinning(
121
+ + device, use_v2_model_runner, has_speculation, pin_memory
122
+ + )
123
+ +
124
+ +
125
+ +if __name__ == "__main__":
126
+ + unittest.main()
127
+ diff --git a/vllm/v1/attention/backends/flashinfer.py b/vllm/v1/attention/backends/flashinfer.py
128
+ index 8031900..f11a1bd 100755
129
+ --- a/vllm/v1/attention/backends/flashinfer.py
130
+ +++ b/vllm/v1/attention/backends/flashinfer.py
131
+ @@ -718,10 +718,14 @@ class FlashInferMetadataBuilder(AttentionMetadataBuilder[FlashInferMetadata]):
132
+ "earlier GPUs."
133
+ )
134
+ # Preparing persistent buffers
135
+ - # Since we do not have explicit synchronization in ModelRunnerV2, we do not pin
136
+ - # reused CPU buffers to avoid a race condition between step N async copies to
137
+ - # GPU and step N+1 buffer updates.
138
+ - self.pin_memory = not vllm_config.use_v2_model_runner and PIN_MEMORY
139
+ + # ModelRunnerV2 and speculative proposals can reuse host metadata before
140
+ + # an earlier asynchronous H2D copy completes. Pageable staging prevents
141
+ + # the next proposal's metadata from overwriting that copy's source.
142
+ + self.pin_memory = (
143
+ + PIN_MEMORY
144
+ + and not vllm_config.use_v2_model_runner
145
+ + and speculative_config is None
146
+ + )
147
+ self.paged_kv_indptr = self._make_buffer(max_num_reqs + 1)
148
+ self.paged_kv_indptr_cpu_buffer = torch.zeros_like(
149
+ self.paged_kv_indptr.cpu, pin_memory=self.pin_memory