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trace_reader.py
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425 lines (331 loc) · 12.5 KB
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"""Wrapper of Reader with S3 support."""
from __future__ import annotations
import logging
from typing import overload, Union, Optional, Any
from collections.abc import Iterator
from urllib.parse import urlparse
from .protocols import ReaderProtocol
from .libcachesim_python import (
TraceType,
TraceFormat,
Request,
ReaderInitParam,
Reader,
Sampler,
ReadDirection,
cal_working_set_size,
)
from ._s3_cache import get_data_loader
logger = logging.getLogger(__name__)
class TraceReaderSliceIterator:
"""Iterator for sliced TraceReader."""
def __init__(self, reader: "TraceReader", start: int, stop: int, step: int):
# Clone the reader to avoid side effects on the original
self.reader = reader.clone()
self.start = start
self.stop = stop
self.step = step
self.current = start
# Initialize position: reset and skip to start position once
self.reader.reset()
if start > 0:
self._skip_to_start_position(start)
def __iter__(self) -> Iterator[Request]:
return self
def __next__(self) -> Request:
if self.current >= self.stop:
raise StopIteration
# Read the current request
try:
req = self.reader.read_one_req()
except RuntimeError:
raise StopIteration
# Advance to next position based on step
if self.step > 1:
self._skip_requests(self.step - 1)
self.current += self.step
return req
def _skip_to_start_position(self, position: int) -> None:
"""Skip to the start position efficiently."""
if not self.reader._reader.is_zstd_file:
# Try using skip_n_req for non-zstd files
skipped = self.reader.skip_n_req(position)
if skipped != position:
# If we couldn't skip the expected number, simulate the rest
remaining = position - skipped
self._simulate_skip(remaining)
else:
# For zstd files, always simulate
self._simulate_skip(position)
def _skip_requests(self, n: int) -> None:
"""Skip n requests efficiently."""
if not self.reader._reader.is_zstd_file:
# Try using skip_n_req for non-zstd files
skipped = self.reader.skip_n_req(n)
if skipped != n:
# If we couldn't skip all, we're likely at EOF
self.current = self.stop # Mark as done
else:
# For zstd files, simulate
self._simulate_skip(n)
def _simulate_skip(self, n: int) -> None:
"""Simulate skip by reading requests one by one."""
for _ in range(n):
try:
self.reader.read_one_req()
except RuntimeError:
# If we can't read more, we're at EOF
self.current = self.stop # Mark as done
break
class TraceReader(ReaderProtocol):
_reader: Reader
# Mark this as a C++ reader for c_process_trace compatibility
c_reader: bool = True
@overload
def __init__(self, trace: Reader) -> None: ...
def __init__(
self,
trace: Union[Reader, str],
trace_type: TraceType = TraceType.UNKNOWN_TRACE,
reader_init_params: Optional[ReaderInitParam] = None,
):
if isinstance(trace, Reader):
self._reader = trace
return
# Handle S3 URIs
if isinstance(trace, str) and trace.startswith("s3://"):
trace = self._resolve_s3_path(trace)
if reader_init_params is None:
reader_init_params = ReaderInitParam()
if not isinstance(reader_init_params, ReaderInitParam):
raise TypeError("reader_init_params must be an instance of ReaderInitParam")
self._reader = Reader(trace, trace_type, reader_init_params)
def _validate_s3_uri(self, s3_uri: str) -> tuple[str, str]:
"""
Validate and parse S3 URI.
Args:
s3_uri: S3 URI like "s3://bucket/key"
Returns:
Tuple of (bucket, key)
Raises:
ValueError: If URI is invalid
"""
parsed = urlparse(s3_uri)
if parsed.scheme != "s3":
raise ValueError(f"Invalid S3 URI scheme. Expected 's3', got '{parsed.scheme}': {s3_uri}")
if not parsed.netloc:
raise ValueError(f"Missing bucket name in S3 URI: {s3_uri}")
bucket = parsed.netloc
key = parsed.path.lstrip("/")
if not key:
raise ValueError(f"Missing key (object path) in S3 URI: {s3_uri}")
# Check for path traversal in the key part only
if ".." in key:
raise ValueError(f"S3 key contains path traversal patterns: {key}")
# Check for double slashes in the key part (after s3://)
if "//" in key:
raise ValueError(f"S3 key contains double slashes: {key}")
# Check for backslashes (not valid in URLs)
if "\\" in s3_uri:
raise ValueError(f"S3 URI contains backslashes: {s3_uri}")
return bucket, key
def _resolve_s3_path(self, s3_path: str) -> str:
"""
Resolve S3 path to local cached file path.
Args:
s3_path: S3 URI like "s3://bucket/key"
Returns:
Local file path
"""
try:
bucket, key = self._validate_s3_uri(s3_path)
except ValueError as e:
raise ValueError(f"Invalid S3 URI: {e}")
# Get data loader for this bucket
try:
loader = get_data_loader(bucket)
except ValueError as e:
raise ValueError(f"Invalid bucket name '{bucket}': {e}")
logger.info(f"Resolving S3 path: {s3_path}")
try:
return loader.get_cached_path(key)
except ValueError as e:
raise ValueError(f"Invalid S3 key '{key}': {e}")
@property
def n_read_req(self) -> int:
return self._reader.n_read_req
@property
def n_total_req(self) -> int:
return self._reader.n_total_req
@property
def trace_path(self) -> str:
return self._reader.trace_path
@property
def file_size(self) -> int:
return self._reader.file_size
@property
def init_params(self) -> ReaderInitParam:
return self._reader.init_params
@property
def trace_type(self) -> TraceType:
return self._reader.trace_type
@property
def trace_format(self) -> str:
return self._reader.trace_format
@property
def ver(self) -> int:
return self._reader.ver
@property
def cloned(self) -> bool:
return self._reader.cloned
@property
def cap_at_n_req(self) -> int:
return self._reader.cap_at_n_req
@property
def trace_start_offset(self) -> int:
return self._reader.trace_start_offset
@property
def mapped_file(self) -> bool:
return self._reader.mapped_file
@property
def mmap_offset(self) -> int:
return self._reader.mmap_offset
@property
def is_zstd_file(self) -> bool:
return self._reader.is_zstd_file
@property
def item_size(self) -> int:
return self._reader.item_size
@property
def line_buf(self) -> str:
return self._reader.line_buf
@property
def line_buf_size(self) -> int:
return self._reader.line_buf_size
@property
def csv_delimiter(self) -> str:
return self._reader.csv_delimiter
@property
def csv_has_header(self) -> bool:
return self._reader.csv_has_header
@property
def obj_id_is_num(self) -> bool:
return self._reader.obj_id_is_num
@property
def obj_id_is_num_set(self) -> bool:
return self._reader.obj_id_is_num_set
@property
def ignore_size_zero_req(self) -> bool:
return self._reader.ignore_size_zero_req
@property
def ignore_obj_size(self) -> bool:
return self._reader.ignore_obj_size
@property
def block_size(self) -> int:
return self._reader.block_size
@ignore_size_zero_req.setter
def ignore_size_zero_req(self, value: bool) -> None:
self._reader.ignore_size_zero_req = value
@ignore_obj_size.setter
def ignore_obj_size(self, value: bool) -> None:
self._reader.ignore_obj_size = value
@block_size.setter
def block_size(self, value: int) -> None:
self._reader.block_size = value
@property
def n_req_left(self) -> int:
return self._reader.n_req_left
@property
def last_req_clock_time(self) -> int:
return self._reader.last_req_clock_time
@property
def lcs_ver(self) -> int:
return self._reader.lcs_ver
@property
def sampler(self) -> Sampler:
return self._reader.sampler
@property
def read_direction(self) -> ReadDirection:
return self._reader.read_direction
def get_num_of_req(self) -> int:
return self._reader.get_num_of_req()
def read_one_req(self) -> Request:
req = Request()
ret = self._reader.read_one_req(req) # return 0 if success
if ret != 0:
raise RuntimeError("Failed to read one request")
return req
def reset(self) -> None:
self._reader.reset()
def close(self) -> None:
self._reader.close()
def clone(self) -> "TraceReader":
return TraceReader(self._reader.clone())
def read_first_req(self, req: Request) -> Request:
return self._reader.read_first_req(req)
def read_last_req(self, req: Request) -> Request:
return self._reader.read_last_req(req)
def skip_n_req(self, n: int) -> int:
return self._reader.skip_n_req(n)
def read_one_req_above(self) -> Request:
return self._reader.read_one_req_above()
def go_back_one_req(self) -> None:
self._reader.go_back_one_req()
def set_read_pos(self, pos: float) -> None:
self._reader.set_read_pos(pos)
def get_working_set_size(self) -> tuple[int, int]:
return cal_working_set_size(self._reader)
def __iter__(self) -> Iterator[Request]:
self._reader.reset()
return self
def __len__(self) -> int:
return self._reader.get_num_of_req()
def __next__(self) -> Request:
req = Request()
ret = self._reader.read_one_req(req)
if ret != 0:
raise StopIteration
return req
def __getitem__(self, key: Union[int, slice]) -> Union[Request, TraceReaderSliceIterator]:
if isinstance(key, slice):
# Handle slice
total_len = self._reader.get_num_of_req()
start, stop, step = key.indices(total_len)
return TraceReaderSliceIterator(self, start, stop, step)
elif isinstance(key, int):
# Handle single index
total_len = self._reader.get_num_of_req()
if key < 0:
key += total_len
if key < 0 or key >= total_len:
raise IndexError("Index out of range")
self._reader.reset()
# Try to skip to the target position
if key > 0:
if not self._reader.is_zstd_file:
# For non-zstd files, try skip_n_req and check return value
skipped = self._reader.skip_n_req(key)
if skipped != key:
# If we couldn't skip the expected number, simulate the rest
remaining = key - skipped
self._simulate_skip_single(remaining)
else:
# For zstd files, always simulate
self._simulate_skip_single(key)
# Read the target request
req = Request()
ret = self._reader.read_one_req(req)
if ret != 0:
raise IndexError(f"Cannot read request at index {key}")
return req
else:
raise TypeError("TraceReader indices must be integers or slices")
def _simulate_skip_single(self, n: int) -> None:
"""Simulate skip by reading requests one by one for single index access."""
for i in range(n):
req = Request()
ret = self._reader.read_one_req(req)
if ret != 0:
raise IndexError(f"Cannot skip to position, reached EOF at {i}")
# Note: Removed old inefficient methods _can_use_skip_n_req and _simulate_skip_and_read_single
# The new implementation is more efficient and handles skip_n_req return values properly