fleurs-asr-env / data /cache.py
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"""Byte-bounded disk cache and HTTP range reader.
Shared verbatim with the OCR half (06-multilingual/ocr): the caching problem is identical once the unit
is "a parquet row group", and a divergent copy would be a second thing to get right.
"""
import fcntl
import hashlib
import io
import os
import threading
import time
import uuid
from collections import Counter
from contextlib import contextmanager
from pathlib import Path
import requests
class DiskCache:
def __init__(self, directory, max_bytes, max_entry_bytes=None):
self.directory = Path(directory)
self.directory.mkdir(parents=True, exist_ok=True)
self.max_bytes = int(max_bytes)
self.max_entry_bytes = min(int(max_entry_bytes or max_bytes), self.max_bytes)
if self.max_entry_bytes < 1:
raise ValueError("Cache budgets must be positive")
self.counters = Counter()
self._stats_lock = threading.Lock()
# Recover staging space after a process was killed before its finally block.
# A live writer owns this stripe, including writers in another process.
for path in self.directory.glob("*.part"):
stripe = path.name[:3]
with (self.directory / f"stripe-{stripe}.lock").open("a+b") as lock:
try:
fcntl.flock(lock, fcntl.LOCK_EX | fcntl.LOCK_NB)
except BlockingIOError:
continue
path.unlink(missing_ok=True)
def increment(self, key, value=1):
with self._stats_lock:
self.counters[key] += value
def stats(self):
with self._stats_lock:
result = dict(self.counters)
files = list(self.directory.glob("*.bin"))
sizes = []
for path in files:
try:
sizes.append(path.stat().st_size)
except FileNotFoundError:
pass
return {
**result,
"bytes": sum(sizes),
"entries": len(sizes),
"max_bytes": self.max_bytes,
"max_entry_bytes": self.max_entry_bytes,
}
@contextmanager
def lease(self, key, loader):
digest = hashlib.sha256(key.encode()).hexdigest()
path = self.directory / f"{digest}.bin"
# Fixed lock stripes avoid millions of permanent lock files over full epochs.
# A stripe covers both loading and reading; collisions only serialize work.
stripe = digest[:3]
with (self.directory / f"stripe-{stripe}.lock").open("a+b") as lock:
fcntl.flock(lock, fcntl.LOCK_EX)
if path.exists():
self.increment("hits")
else:
self.increment("misses")
temporary = self.directory / f"{digest}.{uuid.uuid4().hex}.part"
try:
loader(temporary)
size = temporary.stat().st_size
if size > self.max_entry_bytes:
raise ValueError(
f"Cache entry {size} exceeds {self.max_entry_bytes} byte limit"
)
with (self.directory / ".eviction.lock").open("a+b") as eviction:
fcntl.flock(eviction, fcntl.LOCK_EX)
self._make_room(size, stripe)
os.replace(temporary, path)
self.increment("loads")
self.increment("loaded_bytes", size)
except BaseException:
self.increment("load_failures")
raise
finally:
temporary.unlink(missing_ok=True)
os.utime(path, None)
yield path
def _make_room(self, needed, owned_stripe):
entries = [
(p.stat().st_mtime_ns, p.stat().st_size, p)
for p in self.directory.glob("*.bin")
]
used = sum(size for _, size, _ in entries)
for _, size, path in sorted(entries):
if used + needed <= self.max_bytes:
return
stripe = path.stem[:3]
if stripe == owned_stripe:
# Our exclusive stripe already proves no other reader holds this entry.
path.unlink(missing_ok=True)
used -= size
self.increment("evictions")
continue
with (self.directory / f"stripe-{stripe}.lock").open("a+b") as lock:
try:
fcntl.flock(lock, fcntl.LOCK_EX | fcntl.LOCK_NB)
except BlockingIOError:
continue
path.unlink(missing_ok=True)
used -= size
self.increment("evictions")
if used + needed > self.max_bytes:
raise RuntimeError(
"Cache budget is occupied by active readers; reduce prefetch or increase cache bytes"
)
class RangeReader(io.RawIOBase):
"""Seekable HTTP object: require exact 206 responses and meter actual payload bytes."""
def __init__(self, url, size, *, headers=None, on_read=None, timeout=120):
super().__init__()
self.url, self.size, self.position = url, size, 0
self.headers = headers or {}
self.on_read = on_read or (lambda amount: None)
self.timeout = timeout
self.session = requests.Session()
self._lock = threading.RLock()
def readable(self):
return True
def seekable(self):
return True
def tell(self):
return self.position
def seek(self, offset, whence=0):
with self._lock:
position = (
offset
if whence == 0
else self.position + offset
if whence == 1
else self.size + offset
)
if position < 0 or whence not in (0, 1, 2):
raise ValueError("Invalid seek")
self.position = position
return position
def read(self, size=-1):
with self._lock:
start = self.position
stop = self.size if size < 0 else min(start + size, self.size)
if start >= stop:
return b""
for attempt in range(3):
try:
with self.session.get(
self.url,
headers={**self.headers, "Range": f"bytes={start}-{stop - 1}"},
timeout=(15, self.timeout),
stream=True,
) as response:
response.raise_for_status()
if response.status_code != 206:
raise ValueError(
"Storage ignored byte range; refusing a whole-shard download"
)
if (
response.headers.get("Content-Range")
!= f"bytes {start}-{stop - 1}/{self.size}"
):
raise ValueError(
"Storage returned an unexpected byte range or object size"
)
data = bytearray()
for chunk in response.iter_content(1024 * 1024):
self.on_read(len(chunk))
data.extend(chunk)
if len(data) > stop - start:
raise ValueError(
"Storage returned more bytes than requested"
)
if len(data) != stop - start:
raise requests.ConnectionError(
"Incomplete byte-range response"
)
self.position = stop
return bytes(data)
except (requests.ConnectionError, requests.Timeout):
if attempt == 2:
raise
time.sleep(0.25 * (attempt + 1))
def readinto(self, buffer):
value = self.read(len(buffer))
buffer[: len(value)] = value
return len(value)
def close(self):
self.session.close()
super().close()