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#!/usr/bin/python3
# Copyright © 2014, 2016 marmuta <marmvta@gmail.com>
#
# This file is part of Onboard.
#
# Onboard is free software; you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation; either version 3 of the License, or
# (at your option) any later version.
#
# Onboard is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
import os
import sys
import shutil
import unittest
import tempfile
import subprocess
# allow absolute imports from the source tree
from os.path import dirname, abspath
package_root = dirname(dirname(dirname(dirname(abspath(__file__)))))
sys.path.insert(0, package_root)
import Onboard.pypredict as pypredict
class TestCheckModels(unittest.TestCase):
TOOL = "Onboard/pypredict/tools/checkmodels"
MAX_ORDER = 5
def __init__(self, *params):
super(TestCheckModels, self).__init__(*params)
def setUp(self):
self._tmp_dir = tempfile.TemporaryDirectory(prefix="test_onboard_")
self._dir = self._tmp_dir.name
text = "word1 word2 word3 word4 word5 word6"
tokens, _spans = pypredict.tokenize_text(text)
# prepare contents of error-free models
self._model_contents = []
self._models = []
for i in range(0, self.MAX_ORDER):
order = i + 1
fn = os.path.join(self._dir, "order{}.lm".format(order))
if order == 1:
model = pypredict.UnigramModel()
else:
model = pypredict.DynamicModel(order)
model.learn_tokens(tokens)
model.save(fn)
with open(fn, encoding="UTF-8") as f:
lines = f.readlines()
self._models.append(model)
self._model_contents.append([fn, lines])
def tearDown(self):
self._tmp_dir.cleanup()
def test_can_run_outside_source_tree(self):
tool_name = os.path.basename(self.TOOL)
fn = os.path.join(self._dir, "not-there.lm")
for base_dir in [None,
os.path.join(os.path.expanduser("~"), ".cache"),
os.path.expanduser("~")]:
error = None
ret = out = err = None
try:
tmp_dir = tempfile.TemporaryDirectory(prefix="test_onboard_",
dir=base_dir)
tmp_dir_name = tmp_dir.name
tool = os.path.join(tmp_dir_name, tool_name)
shutil.copyfile(self.TOOL, tool)
os.chmod(tool, 0o544) # make it executable
ret, out, err = self._run_tool(fn, tool)
tmp_dir.cleanup()
break
except PermissionError as e:
error = "cannot execute '{}': {}" \
.format(tool_name, e)
except FileNotFoundError as e: #
error = "cannot copy '{}': {}" \
.format(tool_name, e)
if error:
self.skipTest(error)
self.assertEqual(['FILE_NOT_FOUND, []'], err)
def test_file_not_found(self):
fn = os.path.join(self._dir, "test.lm")
ret, out, err = self._run_tool(fn)
self.assertEqual(['FILE_NOT_FOUND, []'], err)
self.assertTrue(ret != 0)
def test_not_a_file(self):
fn = os.path.join(self._dir, "dir.lm")
os.mkdir(fn)
ret, out, err = self._run_tool(fn)
os.rmdir(fn)
self.assertEqual(['NOT_A_FILE, []'], err)
self.assertTrue(ret != 0)
def test_empty_file(self):
fn = os.path.join(self._dir, "test.lm")
self._touch(fn)
ret, out, err = self._run_tool(fn)
self.assertEqual(['EMPTY_FILE, []'], err)
self.assertTrue(ret != 0)
def test_no_errors(self):
for i, (fn, lines) in enumerate(self._model_contents):
order = i+1
ret, out, err = self._run_tool(fn)
self.assertEqual([], err, "at order {}".format(order))
self._test_model_info(out, order, lines)
self.assertTrue(ret == 0, "at order {}".format(order))
def test_no_data_section(self):
for i, (fn, lines) in enumerate(self._model_contents):
order = i+1
nlines = []
for line in lines:
if "\\data\\" in line:
line = "data\n"
nlines.append(line)
self._write_contents(fn, nlines)
ret, out, err = self._run_tool(fn)
self.assertEqual(['NO_DATA_SECTION, []'], err,
"at order {}".format(order))
self._test_model_info(out, order, nlines, [None]*order)
def test_unexpected_eof(self):
for i, (fn, lines) in enumerate(self._model_contents):
order = i+1
nlines = []
for line in lines:
if "\\end\\" in line:
line = "end"
nlines.append(line)
self._write_contents(fn, nlines)
ret, out, err = self._run_tool(fn)
err = [e for e in err if not "WRONG_NUMBER_OF_FIELDS" in e]
expected = ['UNEXPECTED_EOF, [{}]'.format(nlines[-5:])]
self.assertEqual(expected, err,
"at order {}".format(order))
self._test_model_info(out, order, nlines)
def test_empty_data_section(self):
for i, (fn, lines) in enumerate(self._model_contents):
order = i+1
nlines = []
for line in lines:
if not "=" in line:
nlines.append(line)
self._write_contents(fn, nlines)
ret, out, err = self._run_tool(fn)
err = [e for e in err if not "UNEXPECTED_NGRAM_SECTION" in e]
self.assertEqual(['EMPTY_DATA_SECTION, []'], err,
"at order {}".format(order))
def test_bad_data_section_entry(self):
for entry in ["foo=123", "ngram 1=3a3", "bar", "gram 1=3"]:
for i, (fn, lines) in enumerate(self._model_contents):
order = i+1
nlines = []
for line in lines:
if "=" in line:
line = entry + "\n"
nlines.append(line)
self._write_contents(fn, nlines)
ret, out, err = self._run_tool(fn)
err = [e for e in err if not "UNEXPECTED_NGRAM_SECTION" in e]
expected = ["BAD_DATA_SECTION_ENTRY, ['"+entry+"']"]*order + \
['EMPTY_DATA_SECTION, []']
self.assertEqual(expected, err,
"entry '{}' at order {}".format(entry, order))
def test_wrong_number_of_fields(self):
for field_change in [-1, +1]:
for i, (fn, lines) in enumerate(self._model_contents):
order = i+1
nlines = []
changes = []
count = None
lineno = 0
for line in lines:
lineno += 1
if "-grams:" in line:
count = 0
if count == 2:
count = None
fields = line.split()
n0 = len(fields)
n1 = n0 + field_change
if n0:
fields = (fields + ["extra"])[:n1]
line = " ".join(fields) + "\n"
changes.append([n1, n0, lineno, line.strip()])
if not count is None:
count += 1
nlines.append(line)
self._write_contents(fn, nlines)
ret, out, err = self._run_tool(fn)
err = [e for e in err if not "WRONG_NGRAM_COUNT" in e]
expected = []
for change in changes:
e = "WRONG_NUMBER_OF_FIELDS, [{}, {}, {}, '{}']" \
.format(*change)
expected.append(e)
self.assertEqual(expected, err,
"field_change '{}' at order {}".format(field_change, order))
def test_invalid_count_field(self):
for field_change in ["-1", "0", "1", "2", "abc"]:
for i, (fn, lines) in enumerate(self._model_contents):
order = i+1
nlines = []
changes = []
count = None
lineno = 0
for line in lines:
lineno += 1
if "-grams:" in line:
count = 0
if count == 2:
count = None
fields = line.split()
fields[0] = field_change
line = " ".join(fields) + "\n"
changes.append([fields[0], 0, lineno, line.strip()])
if not count is None:
count += 1
nlines.append(line)
self._write_contents(fn, nlines)
ret, out, err = self._run_tool(fn)
expected = []
try:
count = int(field_change)
except ValueError:
count = None
if count is None:
for change in changes:
e = "INVALID_FIELD, ['{}', {}, {}, '{}']" \
.format(*change)
expected.append(e)
self.assertEqual(expected, err,
"test invalid field '{}' at order {}".format(field_change, order))
elif count <= 0:
for change in changes:
e = "FIELD_BELOW_EQUAL_ZERO, ['{}', {}, {}, '{}']" \
.format(*change)
expected.append(e)
self.assertEqual(expected, err,
"test field <= 0 '{}' at order {}".format(field_change, order))
else:
self.assertEqual(expected, err,
"test field count ok '{}' at order {}".format(field_change, order))
def test_unexpected_ngram_section(self):
for i, (fn, lines) in enumerate(self._model_contents):
order = i+1
if order == 1:
continue
nlines = []
count = None
changes = []
for line in lines:
if "\\data\\" in line:
count = 0
if not count is None:
if count >= 1 and count < order:
changes.append([count])
line = "\n"
count += 1
nlines.append(line)
self._write_contents(fn, nlines)
ret, out, err = self._run_tool(fn)
expected = []
model = self._models[i]
counts = model.get_counts()
for change in changes:
level = change[0]
e = "UNEXPECTED_NGRAM_SECTION, [{}, {}]" \
.format(level, counts[0][level-1])
expected.append(e)
self.assertEqual(expected, err,
"at order {}".format(order))
def test_wrong_ngram_count(self):
for i, (fn, lines) in enumerate(self._model_contents):
order = i+1
nlines = []
count = None
for line in lines:
if "-grams:" in line:
count = 0
if not count is None:
if count == 1:
line = "\n"
count = None
if not count is None:
count += 1
nlines.append(line)
self._write_contents(fn, nlines)
ret, out, err = self._run_tool(fn)
expected = []
model = self._models[i]
counts = model.get_counts()
for i in range(order):
level = i + 1
count = counts[0][level-1]
e = "WRONG_NGRAM_COUNT, [{}, {}, {}]" \
.format(level, count, count-1)
expected.append(e)
self.assertEqual(expected, err,
"at order {}".format(order))
def _test_model_info(self, out, order, lines, data_counts = None):
"""
Expects in stdout:
file_size, num_lines
level, data_count, encountered_count
...
"""
fn, _lines = self._model_contents[order-1]
model = self._models[order-1]
counts = model.get_counts()
expected = ["{}, {}".format(os.path.getsize(fn), len(lines))]
for i in range(order):
data_count = data_counts[i] if data_counts else counts[0][i]
expected += ["{}, {}, {}".format(i+1, data_count, counts[0][i])]
self.assertEqual(expected, out, "at order {}".format(order))
def _run_tool(self, fn, tool=None):
if tool is None:
tool = self.TOOL
p = subprocess.Popen([tool, "--test", fn],
stdout=subprocess.PIPE,
stderr=subprocess.PIPE)
if sys.version_info >= (3, 3):
try:
out, err = p.communicate(timeout=5)
except TimeoutExpired:
p.kill()
out, err = p.communicate()
else:
out, err = p.communicate()
return (p.returncode,
out.decode("UTF-8").splitlines(),
err.decode("UTF-8").splitlines())
def _write_contents(self, fn, lines):
with open(fn, mode="w", encoding="UTF-8") as f:
for l in lines:
f.write(l)
@staticmethod
def _touch(fn):
with open(fn, mode="w") as f:
pass
if __name__ == "__main__":
unittest.main()
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