# Copyright 1999 by Jeffrey Chang. All rights reserved.
# Copyright 2009-2018 by Peter Cock. All rights reserved.
#
# This file is part of the Biopython distribution and governed by your
# choice of the "Biopython License Agreement" or the "BSD 3-Clause License".
# Please see the LICENSE file that should have been included as part of this
# package.
"""Code for more fancy file handles.
Bio.File defines private classes used in Bio.SeqIO and Bio.SearchIO for
indexing files. These are not intended for direct use.
"""
import os
import contextlib
import itertools
import collections.abc
from abc import ABC, abstractmethod
try:
import sqlite3
except ImportError:
# May be missing if Python was compiled from source without its dependencies
sqlite3 = None
@contextlib.contextmanager
def as_handle(handleish, mode="r", **kwargs):
r"""Context manager to ensure we are using a handle.
Context manager for arguments that can be passed to SeqIO and AlignIO read, write,
and parse methods: either file objects or path-like objects (strings, pathlib.Path
instances, or more generally, anything that can be handled by the builtin 'open'
function).
When given a path-like object, returns an open file handle to that path, with provided
mode, which will be closed when the manager exits.
All other inputs are returned, and are *not* closed.
Arguments:
- handleish - Either a file handle or path-like object (anything which can be
passed to the builtin 'open' function, such as str, bytes,
pathlib.Path, and os.DirEntry objects)
- mode - Mode to open handleish (used only if handleish is a string)
- kwargs - Further arguments to pass to open(...)
Examples
--------
>>> from Bio import File
>>> import os
>>> with File.as_handle('seqs.fasta', 'w') as fp:
... fp.write('>test\nACGT')
...
10
>>> fp.closed
True
>>> handle = open('seqs.fasta', 'w')
>>> with File.as_handle(handle) as fp:
... fp.write('>test\nACGT')
...
10
>>> fp.closed
False
>>> fp.close()
>>> os.remove("seqs.fasta") # tidy up
"""
try:
with open(handleish, mode, **kwargs) as fp:
yield fp
except TypeError:
yield handleish
def _open_for_random_access(filename):
"""Open a file in binary mode, spot if it is BGZF format etc (PRIVATE).
This functionality is used by the Bio.SeqIO and Bio.SearchIO index
and index_db functions.
If the file is gzipped but not BGZF, a specific ValueError is raised.
"""
handle = open(filename, "rb")
magic = handle.read(2)
handle.seek(0)
if magic == b"\x1f\x8b":
# This is a gzipped file, but is it BGZF?
from . import bgzf
try:
# If it is BGZF, we support that
return bgzf.BgzfReader(mode="rb", fileobj=handle)
except ValueError as e:
assert "BGZF" in str(e)
# Not a BGZF file after all,
handle.close()
raise ValueError(
"Gzipped files are not suitable for indexing, "
"please use BGZF (blocked gzip format) instead."
) from None
return handle
# The rest of this file defines code used in Bio.SeqIO and Bio.SearchIO
# for indexing
class _IndexedSeqFileProxy(ABC):
"""Abstract base class for file format specific random access (PRIVATE).
This is subclasses in both Bio.SeqIO for indexing as SeqRecord
objects, and in Bio.SearchIO for indexing QueryResult objects.
Subclasses for each file format should define '__iter__', 'get'
and optionally 'get_raw' methods.
"""
@abstractmethod
def __iter__(self):
"""Return (identifier, offset, length in bytes) tuples.
The length can be zero where it is not implemented or not
possible for a particular file format.
"""
raise NotImplementedError
@abstractmethod
def get(self, offset):
"""Return parsed object for this entry."""
# Most file formats with self contained records can be handled by
# parsing StringIO(self.get_raw(offset).decode())
raise NotImplementedError
def get_raw(self, offset):
"""Return the raw record from the file as a bytes string (if implemented).
If the key is not found, a KeyError exception is raised.
This may not have been implemented for all file formats.
"""
# Should be done by each sub-class (if possible)
raise NotImplementedError("Not available for this file format.")
class _IndexedSeqFileDict(collections.abc.Mapping):
"""Read only dictionary interface to a sequential record file.
This code is used in both Bio.SeqIO for indexing as SeqRecord
objects, and in Bio.SearchIO for indexing QueryResult objects.
Keeps the keys and associated file offsets in memory, reads the file
to access entries as objects parsing them on demand. This approach
is memory limited, but will work even with millions of records.
Note duplicate keys are not allowed. If this happens, a ValueError
exception is raised.
As used in Bio.SeqIO, by default the SeqRecord's id string is used
as the dictionary key. In Bio.SearchIO, the query's id string is
used. This can be changed by supplying an optional key_function,
a callback function which will be given the record id and must
return the desired key. For example, this allows you to parse
NCBI style FASTA identifiers, and extract the GI number to use
as the dictionary key.
Note that this dictionary is essentially read only. You cannot
add or change values, pop values, nor clear the dictionary.
"""
def __init__(self, random_access_proxy, key_function, repr, obj_repr):
"""Initialize the class."""
# Use key_function=None for default value
self._proxy = random_access_proxy
self._key_function = key_function
self._repr = repr
self._obj_repr = obj_repr
self._cached_prev_record = (None, None) # (key, record)
if key_function:
offset_iter = (
(key_function(key), offset, length)
for (key, offset, length) in random_access_proxy
)
else:
offset_iter = random_access_proxy
offsets = {}
for key, offset, length in offset_iter:
# Note - we don't store the length because I want to minimise the
# memory requirements. With the SQLite backend the length is kept
# and is used to speed up the get_raw method (by about 3 times).
# The length should be provided by all the current backends except
# SFF where there is an existing Roche index we can reuse (very fast
# but lacks the record lengths)
# assert length or format in ["sff", "sff-trim"], \
# "%s at offset %i given length %r (%s format %s)" \
# % (key, offset, length, filename, format)
if key in offsets:
self._proxy._handle.close()
raise ValueError(f"Duplicate key '{key}'")
else:
offsets[key] = offset
self._offsets = offsets
def __repr__(self):
"""Return a string representation of the File object."""
return self._repr
def __str__(self):
"""Create a string representation of the File object."""
# TODO - How best to handle the __str__ for SeqIO and SearchIO?
if self:
return f"{{{list(self.keys())[0]!r} : {self._obj_repr}(...), ...}}"
else:
return "{}"
def __len__(self):
"""Return the number of records."""
return len(self._offsets)
def __iter__(self):
"""Iterate over the keys."""
return iter(self._offsets)
def __getitem__(self, key):
"""Return record for the specified key.
As an optimization when repeatedly asked to look up the same record,
the key and record are cached so that if the *same* record is
requested next time, it can be returned without going to disk.
"""
if key == self._cached_prev_record[0]:
return self._cached_prev_record[1]
# Pass the offset to the proxy
record = self._proxy.get(self._offsets[key])
if self._key_function:
key2 = self._key_function(record.id)
else:
key2 = record.id
if key != key2:
raise ValueError(f"Key did not match ({key} vs {key2})")
self._cached_prev_record = (key, record)
return record
def get_raw(self, key):
"""Return the raw record from the file as a bytes string.
If the key is not found, a KeyError exception is raised.
"""
# Pass the offset to the proxy
return self._proxy.get_raw(self._offsets[key])
def close(self):
"""Close the file handle being used to read the data.
Once called, further use of the index won't work. The sole purpose
of this method is to allow explicit handle closure - for example
if you wish to delete the file, on Windows you must first close
all open handles to that file.
"""
self._proxy._handle.close()
class _SQLiteManySeqFilesDict(_IndexedSeqFileDict):
"""Read only dictionary interface to many sequential record files.
This code is used in both Bio.SeqIO for indexing as SeqRecord
objects, and in Bio.SearchIO for indexing QueryResult objects.
Keeps the keys, file-numbers and offsets in an SQLite database. To access
a record by key, reads from the offset in the appropriate file and then
parses the record into an object.
There are OS limits on the number of files that can be open at once,
so a pool are kept. If a record is required from a closed file, then
one of the open handles is closed first.
"""
def __init__(
self,
index_filename,
filenames,
proxy_factory,
fmt,
key_function,
repr,
max_open=10,
):
"""Initialize the class."""
# TODO? - Don't keep filename list in memory (just in DB)?
# Should save a chunk of memory if dealing with 1000s of files.
# Furthermore could compare a generator to the DB on reloading
# (no need to turn it into a list)
if sqlite3 is None:
# Python was compiled without sqlite3 support
from Bio import MissingPythonDependencyError
raise MissingPythonDependencyError(
"Python was compiled without the sqlite3 module"
)
if filenames is not None:
filenames = list(filenames) # In case it was a generator
# Cache the arguments as private variables
self._index_filename = index_filename
self._filenames = filenames
self._format = fmt
self._key_function = key_function
self._proxy_factory = proxy_factory
self._repr = repr
self._max_open = max_open
self._proxies = {}
# Note if using SQLite :memory: trick index filename, this will
# give $PWD as the relative path (which is fine).
self._relative_path = os.path.abspath(os.path.dirname(index_filename))
if os.path.isfile(index_filename):
self._load_index()
else:
self._build_index()
def _load_index(self):
"""Call from __init__ to re-use an existing index (PRIVATE)."""
index_filename = self._index_filename
relative_path = self._relative_path
filenames = self._filenames
fmt = self._format
proxy_factory = self._proxy_factory
con = sqlite3.dbapi2.connect(index_filename, check_same_thread=False)
self._con = con
# Check the count...
try:
(count,) = con.execute(
"SELECT value FROM meta_data WHERE key=?;", ("count",)
).fetchone()
self._length = int(count)
if self._length == -1:
con.close()
raise ValueError("Unfinished/partial database") from None
# use MAX(_ROWID_) to obtain the number of sequences in the database
# using COUNT(key) is quite slow in SQLITE
# (https://stackoverflow.com/questions/8988915/sqlite-count-slow-on-big-tables)
(count,) = con.execute("SELECT MAX(_ROWID_) FROM offset_data;").fetchone()
if self._length != int(count):
con.close()
raise ValueError(
"Corrupt database? %i entries not %i" % (int(count), self._length)
) from None
(self._format,) = con.execute(
"SELECT value FROM meta_data WHERE key=?;", ("format",)
).fetchone()
if fmt and fmt != self._format:
con.close()
raise ValueError(
f"Index file says format {self._format}, not {fmt}"
) from None
try:
(filenames_relative_to_index,) = con.execute(
"SELECT value FROM meta_data WHERE key=?;",
("filenames_relative_to_index",),
).fetchone()
filenames_relative_to_index = (
filenames_relative_to_index.upper() == "TRUE"
)
except TypeError:
# Original behaviour, assume if meta_data missing
filenames_relative_to_index = False
self._filenames = [
row[0]
for row in con.execute(
"SELECT name FROM file_data ORDER BY file_number;"
).fetchall()
]
if filenames_relative_to_index:
# Not implicitly relative to $PWD, explicitly relative to index file
relative_path = os.path.abspath(os.path.dirname(index_filename))
tmp = []
for f in self._filenames:
if os.path.isabs(f):
tmp.append(f)
else:
# Would be stored with Unix / path separator, so convert
# it to the local OS path separator here:
tmp.append(
os.path.join(relative_path, f.replace("/", os.path.sep))
)
self._filenames = tmp
del tmp
if filenames and len(filenames) != len(self._filenames):
con.close()
raise ValueError(
"Index file says %i files, not %i"
% (len(self._filenames), len(filenames))
) from None
if filenames and filenames != self._filenames:
for old, new in zip(self._filenames, filenames):
# Want exact match (after making relative to the index above)
if os.path.abspath(old) != os.path.abspath(new):
con.close()
if filenames_relative_to_index:
raise ValueError(
"Index file has different filenames, e.g. %r != %r"
% (os.path.abspath(old), os.path.abspath(new))
) from None
else:
raise ValueError(
"Index file has different filenames "
"[This is an old index where any relative paths "
"were relative to the original working directory]. "
"e.g. %r != %r"
% (os.path.abspath(old), os.path.abspath(new))
) from None
# Filenames are equal (after imposing abspath)
except sqlite3.OperationalError as err:
con.close()
raise ValueError(f"Not a Biopython index database? {err}") from None
# Now we have the format (from the DB if not given to us),
if not proxy_factory(self._format):
con.close()
raise ValueError(f"Unsupported format '{self._format}'")
def _build_index(self):
"""Call from __init__ to create a new index (PRIVATE)."""
index_filename = self._index_filename
relative_path = self._relative_path
filenames = self._filenames
fmt = self._format
key_function = self._key_function
proxy_factory = self._proxy_factory
max_open = self._max_open
random_access_proxies = self._proxies
if not fmt or not filenames:
raise ValueError(
f"Filenames to index and format required to build {index_filename!r}"
)
if not proxy_factory(fmt):
raise ValueError(f"Unsupported format '{fmt}'")
# Create the index
con = sqlite3.dbapi2.connect(index_filename)
self._con = con
# print("Creating index")
# Sqlite PRAGMA settings for speed
con.execute("PRAGMA synchronous=OFF")
con.execute("PRAGMA locking_mode=EXCLUSIVE")
# Don't index the key column until the end (faster)
# con.execute("CREATE TABLE offset_data (key TEXT PRIMARY KEY, "
# "offset INTEGER);")
con.execute("CREATE TABLE meta_data (key TEXT, value TEXT);")
con.execute("INSERT INTO meta_data (key, value) VALUES (?,?);", ("count", -1))
con.execute("INSERT INTO meta_data (key, value) VALUES (?,?);", ("format", fmt))
con.execute(
"INSERT INTO meta_data (key, value) VALUES (?,?);",
("filenames_relative_to_index", "True"),
)
# TODO - Record the file size and modified date?
con.execute("CREATE TABLE file_data (file_number INTEGER, name TEXT);")
con.execute(
"CREATE TABLE offset_data (key TEXT, "
"file_number INTEGER, offset INTEGER, length INTEGER);"
)
count = 0
for file_index, filename in enumerate(filenames):
# Default to storing as an absolute path,
f = os.path.abspath(filename)
if not os.path.isabs(filename) and not os.path.isabs(index_filename):
# Since user gave BOTH filename & index as relative paths,
# we will store this relative to the index file even though
# if it may now start ../ (meaning up a level)
# Note for cross platform use (e.g. shared drive over SAMBA),
# convert any Windows slash into Unix style for rel paths.
f = os.path.relpath(filename, relative_path).replace(os.path.sep, "/")
elif (os.path.dirname(os.path.abspath(filename)) + os.path.sep).startswith(
relative_path + os.path.sep
):
# Since sequence file is in same directory or sub directory,
# might as well make this into a relative path:
f = os.path.relpath(filename, relative_path).replace(os.path.sep, "/")
assert not f.startswith("../"), f
# print("DEBUG - storing %r as [%r] %r" % (filename, relative_path, f))
con.execute(
"INSERT INTO file_data (file_number, name) VALUES (?,?);",
(file_index, f),
)
random_access_proxy = proxy_factory(fmt, filename)
if key_function:
offset_iter = (
(key_function(key), file_index, offset, length)
for (key, offset, length) in random_access_proxy
)
else:
offset_iter = (
(key, file_index, offset, length)
for (key, offset, length) in random_access_proxy
)
while True:
batch = list(itertools.islice(offset_iter, 100))
if not batch:
break
# print("Inserting batch of %i offsets, %s ... %s"
# % (len(batch), batch[0][0], batch[-1][0]))
con.executemany(
"INSERT INTO offset_data (key,file_number,offset,length) VALUES (?,?,?,?);",
batch,
)
con.commit()
count += len(batch)
if len(random_access_proxies) < max_open:
random_access_proxies[file_index] = random_access_proxy
else:
random_access_proxy._handle.close()
self._length = count
# print("About to index %i entries" % count)
try:
con.execute(
"CREATE UNIQUE INDEX IF NOT EXISTS key_index ON offset_data(key);"
)
except sqlite3.IntegrityError as err:
self._proxies = random_access_proxies
self.close()
con.close()
raise ValueError(f"Duplicate key? {err}") from None
con.execute("PRAGMA locking_mode=NORMAL")
con.execute("UPDATE meta_data SET value = ? WHERE key = ?;", (count, "count"))
con.commit()
# print("Index created")
def __repr__(self):
return self._repr
def __contains__(self, key):
return bool(
self._con.execute(
"SELECT key FROM offset_data WHERE key=?;", (key,)
).fetchone()
)
def __len__(self):
"""Return the number of records indexed."""
return self._length
# return self._con.execute("SELECT COUNT(key) FROM offset_data;").fetchone()[0]
def __iter__(self):
"""Iterate over the keys."""
for row in self._con.execute(
"SELECT key FROM offset_data ORDER BY file_number, offset;"
):
yield str(row[0])
def __getitem__(self, key):
"""Return record for the specified key."""
# Pass the offset to the proxy
row = self._con.execute(
"SELECT file_number, offset FROM offset_data WHERE key=?;", (key,)
).fetchone()
if not row:
raise KeyError
file_number, offset = row
proxies = self._proxies
if file_number in proxies:
record = proxies[file_number].get(offset)
else:
if len(proxies) >= self._max_open:
# Close an old handle...
proxies.popitem()[1]._handle.close()
# Open a new handle...
proxy = self._proxy_factory(self._format, self._filenames[file_number])
record = proxy.get(offset)
proxies[file_number] = proxy
if self._key_function:
key2 = self._key_function(record.id)
else:
key2 = record.id
if key != key2:
raise ValueError(f"Key did not match ({key} vs {key2})")
return record
def get_raw(self, key):
"""Return the raw record from the file as a bytes string.
If the key is not found, a KeyError exception is raised.
"""
# Pass the offset to the proxy
row = self._con.execute(
"SELECT file_number, offset, length FROM offset_data WHERE key=?;", (key,)
).fetchone()
if not row:
raise KeyError
file_number, offset, length = row
proxies = self._proxies
if file_number in proxies:
if length:
# Shortcut if we have the length
h = proxies[file_number]._handle
h.seek(offset)
return h.read(length)
else:
return proxies[file_number].get_raw(offset)
else:
# This code is duplicated from __getitem__ to avoid a function call
if len(proxies) >= self._max_open:
# Close an old handle...
proxies.popitem()[1]._handle.close()
# Open a new handle...
proxy = self._proxy_factory(self._format, self._filenames[file_number])
proxies[file_number] = proxy
if length:
# Shortcut if we have the length
h = proxy._handle
h.seek(offset)
return h.read(length)
else:
return proxy.get_raw(offset)
def close(self):
"""Close any open file handles."""
proxies = self._proxies
while proxies:
proxies.popitem()[1]._handle.close()