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from __future__ import with_statement
import inspect, random, sys
from whoosh import columns, fields, query
from whoosh.codec.whoosh3 import W3Codec
from whoosh.compat import b, u, BytesIO, bytes_type, text_type
from whoosh.compat import izip, xrange, dumps, loads
from whoosh.filedb import compound
from whoosh.filedb.filestore import RamStorage
from whoosh.util.testing import TempIndex, TempStorage
def test_pickleability():
# Ignore base classes
ignore = (columns.Column, columns.WrappedColumn, columns.ListColumn)
# Required arguments
init_args = {"ClampedNumericColumn": (columns.NumericColumn("B"),),
"FixedBytesColumn": (5,),
"FixedBytesListColumn": (5,),
"NumericColumn": ("i",),
"PickleColumn": (columns.VarBytesColumn(),),
"StructColumn": ("=if", (0, 0.0)),
}
coltypes = [c for _, c in inspect.getmembers(columns, inspect.isclass)
if issubclass(c, columns.Column) and not c in ignore]
for coltype in coltypes:
args = init_args.get(coltype.__name__, ())
try:
inst = coltype(*args)
except TypeError:
e = sys.exc_info()[1]
raise TypeError("Error instantiating %r: %s" % (coltype, e))
_ = loads(dumps(inst, -1))
def test_multistream():
domain = [("a", "12345"), ("b", "abc"), ("c", "AaBbC"),
("a", "678"), ("c", "cDdEeF"), ("b", "defgh"),
("b", "ijk"), ("c", "fGgHh"), ("a", "9abc")]
st = RamStorage()
msw = compound.CompoundWriter(st)
files = dict((name, msw.create_file(name)) for name in "abc")
for name, data in domain:
files[name].write(b(data))
f = st.create_file("test")
msw.save_as_compound(f)
f = st.open_file("test")
msr = compound.CompoundStorage(f)
assert msr.open_file("a").read() == b("123456789abc")
assert msr.open_file("b").read() == b("abcdefghijk")
assert msr.open_file("c").read() == b("AaBbCcDdEeFfGgHh")
def test_random_multistream():
letters = "abcdefghijklmnopqrstuvwxyz"
def randstring(n):
s = "".join(random.choice(letters) for _ in xrange(n))
return s.encode("latin1")
domain = {}
for _ in xrange(100):
name = randstring(random.randint(5, 10))
value = randstring(2500)
domain[name] = value
outfiles = dict((name, BytesIO(value)) for name, value in domain.items())
with TempStorage() as st:
msw = compound.CompoundWriter(st, buffersize=1024)
mfiles = {}
for name in domain:
mfiles[name] = msw.create_file(name)
while outfiles:
name = random.choice(list(outfiles.keys()))
v = outfiles[name].read(1000)
mfiles[name].write(v)
if len(v) < 1000:
del outfiles[name]
f = st.create_file("test")
msw.save_as_compound(f)
f = st.open_file("test")
msr = compound.CompoundStorage(f)
for name, value in domain.items():
assert msr.open_file(name).read() == value
msr.close()
def _rt(c, values, default):
# Continuous
st = RamStorage()
f = st.create_file("test1")
f.write(b("hello"))
w = c.writer(f)
for docnum, v in enumerate(values):
w.add(docnum, v)
w.finish(len(values))
length = f.tell() - 5
f.close()
f = st.open_file("test1")
r = c.reader(f, 5, length, len(values))
assert values == list(r)
for x in range(len(values)):
assert values[x] == r[x]
f.close()
# Sparse
doccount = len(values) * 7 + 15
target = [default] * doccount
f = st.create_file("test2")
f.write(b("hello"))
w = c.writer(f)
for docnum, v in izip(xrange(10, doccount, 7), values):
target[docnum] = v
w.add(docnum, v)
w.finish(doccount)
length = f.tell() - 5
f.close()
f = st.open_file("test2")
r = c.reader(f, 5, length, doccount)
assert target == list(r)
for x in range(doccount):
assert target[x] == r[x]
lr = r.load()
assert target == list(lr)
f.close()
def test_roundtrip():
_rt(columns.VarBytesColumn(),
[b("a"), b("ccc"), b("bbb"), b("e"), b("dd")], b(""))
_rt(columns.FixedBytesColumn(5),
[b("aaaaa"), b("eeeee"), b("ccccc"), b("bbbbb"), b("eeeee")],
b("\x00") * 5)
_rt(columns.RefBytesColumn(),
[b("a"), b("ccc"), b("bb"), b("ccc"), b("a"), b("bb")], b(""))
_rt(columns.RefBytesColumn(3),
[b("aaa"), b("bbb"), b("ccc"), b("aaa"), b("bbb"), b("ccc")],
b("\x00") * 3)
_rt(columns.StructColumn("ifH", (0, 0.0, 0)),
[(100, 1.5, 15000), (-100, -5.0, 0), (5820, 6.5, 462),
(-57829, -1.5, 6), (0, 0, 0)],
(0, 0.0, 0))
numcol = columns.NumericColumn
_rt(numcol("b"), [10, -20, 30, -25, 15], 0)
_rt(numcol("B"), [10, 20, 30, 25, 15], 0)
_rt(numcol("h"), [1000, -2000, 3000, -15000, 32000], 0)
_rt(numcol("H"), [1000, 2000, 3000, 15000, 50000], 0)
_rt(numcol("i"), [2 ** 16, -(2 ** 20), 2 ** 24, -(2 ** 28), 2 ** 30], 0)
_rt(numcol("I"), [2 ** 16, 2 ** 20, 2 ** 24, 2 ** 28, 2 ** 31 & 0xFFFFFFFF], 0)
_rt(numcol("q"), [10, -20, 30, -25, 15], 0)
_rt(numcol("Q"), [2 ** 35, 2 ** 40, 2 ** 48, 2 ** 52, 2 ** 63], 0)
_rt(numcol("f"), [1.5, -2.5, 3.5, -4.5, 1.25], 0)
_rt(numcol("d"), [1.5, -2.5, 3.5, -4.5, 1.25], 0)
c = columns.BitColumn(compress_at=10)
_rt(c, [bool(random.randint(0, 1)) for _ in xrange(70)], False)
_rt(c, [bool(random.randint(0, 1)) for _ in xrange(90)], False)
c = columns.PickleColumn(columns.VarBytesColumn())
_rt(c, [None, True, False, 100, -7, "hello"], None)
c = columns.VarBytesListColumn()
_rt(c, [[b('garnet'), b('amethyst')], [b('pearl')]], [])
c = columns.VarBytesListColumn()
c = columns.FixedBytesListColumn(4)
_rt(c, [[b('garn'), b('amet')], [b('pear')]], [])
def test_multivalue():
schema = fields.Schema(s=fields.TEXT(sortable=True),
n=fields.NUMERIC(sortable=True))
ix = RamStorage().create_index(schema)
with ix.writer(codec=W3Codec()) as w:
w.add_document(s=u("alfa foxtrot charlie").split(), n=[100, 200, 300])
w.add_document(s=u("juliet bravo india").split(), n=[10, 20, 30])
with ix.reader() as r:
scr = r.column_reader("s")
assert list(scr) == ["alfa", "juliet"]
ncr = r.column_reader("n")
assert list(ncr) == [100, 10]
def test_column_field():
schema = fields.Schema(a=fields.TEXT(sortable=True),
b=fields.COLUMN(columns.RefBytesColumn()))
with TempIndex(schema, "columnfield") as ix:
with ix.writer(codec=W3Codec()) as w:
w.add_document(a=u("alfa bravo"), b=b("charlie delta"))
w.add_document(a=u("bravo charlie"), b=b("delta echo"))
w.add_document(a=u("charlie delta"), b=b("echo foxtrot"))
with ix.reader() as r:
assert r.has_column("a")
assert r.has_column("b")
cra = r.column_reader("a")
assert cra[0] == u("alfa bravo")
assert type(cra[0]) == text_type
crb = r.column_reader("b")
assert crb[0] == b("charlie delta")
assert type(crb[0]) == bytes_type
def test_column_query():
schema = fields.Schema(id=fields.STORED,
a=fields.ID(sortable=True),
b=fields.NUMERIC(sortable=True))
with TempIndex(schema, "columnquery") as ix:
with ix.writer(codec=W3Codec()) as w:
w.add_document(id=1, a=u("alfa"), b=10)
w.add_document(id=2, a=u("bravo"), b=20)
w.add_document(id=3, a=u("charlie"), b=30)
w.add_document(id=4, a=u("delta"), b=40)
w.add_document(id=5, a=u("echo"), b=50)
w.add_document(id=6, a=u("foxtrot"), b=60)
with ix.searcher() as s:
def check(q):
return [s.stored_fields(docnum)["id"] for docnum in q.docs(s)]
q = query.ColumnQuery("a", u("bravo"))
assert check(q) == [2]
q = query.ColumnQuery("b", 30)
assert check(q) == [3]
q = query.ColumnQuery("a", lambda v: v != u("delta"))
assert check(q) == [1, 2, 3, 5, 6]
q = query.ColumnQuery("b", lambda v: v > 30)
assert check(q) == [4, 5, 6]
def test_ref_switch():
import warnings
col = columns.RefBytesColumn()
def rw(size):
st = RamStorage()
f = st.create_file("test")
cw = col.writer(f)
for i in xrange(size):
cw.add(i, hex(i).encode("latin1"))
cw.finish(size)
length = f.tell()
f.close()
f = st.open_file("test")
cr = col.reader(f, 0, length, size)
for i in xrange(size):
v = cr[i]
# Column ignores additional unique values after 65535
if i <= 65535 - 1:
assert v == hex(i).encode("latin1")
else:
assert v == b('')
f.close()
rw(255)
# warnings.catch_warnings is not available in Python 2.5
if hasattr(warnings, "catch_warnings"):
# Column warns on additional unique values after 65535
with warnings.catch_warnings(record=True) as w:
# Cause all warnings to always be triggered.
warnings.simplefilter("always")
rw(65537)
assert len(w) == 2
assert issubclass(w[-1].category, UserWarning)
def test_varbytes_offsets():
values = u("alfa bravo charlie delta echo foxtrot golf hotel").split()
vlen = len(values)
# Without offsets:
col = columns.VarBytesColumn(allow_offsets=False)
schema = fields.Schema(name=fields.ID(sortable=col))
with TempIndex(schema) as ix:
with ix.writer() as w:
for i in xrange(5000):
w.add_document(name=values[i % vlen])
with ix.reader() as r:
cr = r.column_reader("name")
assert isinstance(cr, columns.TranslatingColumnReader)
assert not cr.raw_column().had_stored_offsets
for i in (10, 100, 1000, 3000):
assert cr[i] == values[i % vlen]
# With offsets
col = columns.VarBytesColumn(allow_offsets=True, write_offsets_cutoff=4096)
schema = fields.Schema(name=fields.ID(sortable=col))
with TempIndex(schema) as ix:
with ix.writer() as w:
for i in xrange(5000):
w.add_document(name=values[i % vlen])
with ix.reader() as r:
cr = r.column_reader("name")
assert isinstance(cr, columns.TranslatingColumnReader)
assert cr.raw_column().had_stored_offsets
for i in (10, 100, 1000, 3000):
assert cr[i] == values[i % vlen]
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