def test_export_to_csv_from_reader_001(self):
self.blogger_corpus()
self.prj_folder()
self.blogger_lists()
reader = Reader(os.path.join(self.tempdir_blogger_corp,
self.txt_blogger_hightrepetativ_set),
"txt",
send_end_file_marker=False,
regex_template="blogger",
mode=self.mode)
exporter = Exporter(reader.getlazy(), mode=self.mode)
exporter.tocsv(self.tempdir_project_folder,
"blogger_corpus",
self.fieldnames,
rows_limit_in_file=1)
i = 0
for item in os.listdir(self.tempdir_project_folder):
if ".csv" in item:
i += 1
#p(list(reader.getlazy()))
if len(list(reader.getlazy())) != i:
assert False
def test_exporter_initialisation_with_reader_obj_001(self):
self.blogger_corpus()
reader = Reader(os.path.join(self.tempdir_blogger_corp,
self.txt_blogger_hightrepetativ_set),
"txt",
regex_template="blogger",
mode=self.mode)
exporter = Exporter(reader.getlazy(), mode=self.mode)
exporter.should.be.a(Exporter)
def test_lazyreader_from_twitter_json_for_given_colnames_512(self):
self.twitter_corpus()
end_file_marker = -1
reader = Reader(os.path.join(self.tempdir_twitter_corp,
self.json_twitter_set),
"json",
formatter_name="TwitterStreamAPI",
mode=self.mode,
end_file_marker=end_file_marker)
for data in reader.getlazy(colnames=["text"]):
if data == end_file_marker:
continue
if data:
assert isinstance(data, dict)
assert len(data) == 1
assert 'text' in data
def test_lazyreader_from_json_for_given_colnames_510(self):
self.blogger_corpus()
end_file_marker = -1
reader = Reader(os.path.join(self.tempdir_blogger_corp,
self.json_blogger_small_fake_set),
"json",
mode=self.mode,
end_file_marker=end_file_marker)
for data in reader.getlazy(
colnames=["text", 'star_constellation', 'gender']):
if data == end_file_marker:
continue
assert isinstance(data, dict)
assert len(data) == 3
assert 'text' in data
assert 'star_constellation' in data
assert 'gender' in data
def test_getlazy_many_streams_from_txt_with_given_number_of_streams_without_adjust_for_current_cpu_521(
self):
self.blogger_corpus()
end_file_marker = -1
reader = Reader(os.path.join(self.tempdir_blogger_corp,
self.txt_blogger_small_fake_set),
"txt",
regex_template="blogger",
mode=self.mode,
end_file_marker=end_file_marker,
send_end_file_marker=True)
number_of_found_files = reader._get_number_of_left_over_files()
#p(number_of_found_files)
# Check for stream_number=3
len(reader.getlazy(stream_number=3,
adjust_to_cpu=False)).should.be.equal(3)
len([
rowdict
for gen in reader.getlazy(stream_number=3, adjust_to_cpu=False)
for rowdict in gen if end_file_marker == rowdict
]).should.be.equal(number_of_found_files)
# Check for stream_number=2
#p(reader.getlazy(stream_number=2, adjust_to_cpu=False))
len(reader.getlazy(stream_number=2,
adjust_to_cpu=False)).should.be.equal(2)
len([
rowdict
for gen in reader.getlazy(stream_number=2, adjust_to_cpu=False)
for rowdict in gen if end_file_marker == rowdict
]).should.be.equal(number_of_found_files)
i = 0
for gen, fname in zip(
reader.getlazy(stream_number=3,
adjust_to_cpu=False,
min_files_pro_stream=1),
reversed(reader.files_to_read_orig)):
for row_dict in gen:
if row_dict == end_file_marker:
i += 1
continue
t = codecs.open(fname, "r", encoding="utf-8").read()
#p((row_dict["text"],t))
assert row_dict["text"] == t
assert isinstance(row_dict, dict)
assert len(row_dict) == 6
assert 'text' in row_dict
assert 'star_constellation' in row_dict
assert 'working_area' in row_dict
assert 'age' in row_dict
assert 'id' in row_dict
assert 'gender' in row_dict
assert number_of_found_files == i
def test_lazyreader_from_xml_for_given_colnames_507(self):
self.blogger_corpus()
end_file_marker = -1
reader = Reader(os.path.join(self.tempdir_blogger_corp,
self.xml_blogger_small_fake_set),
"xml",
mode=self.mode,
end_file_marker=end_file_marker)
#reader = Reader(os.path.join(os.path.join(self.path_to_zas_rep_tools,self.path_to_test_sets_for_blogger_Corpus), self.xml_blogger_small_fake_set), "xml", mode=self.mode)
for data in reader.getlazy(
colnames=["text", 'star_constellation', 'gender']):
if data == end_file_marker:
continue
assert isinstance(data, dict)
assert len(data) == 3
assert 'text' in data
assert 'star_constellation' in data
assert 'gender' in data
def test_reader_initialisation_000(self):
self.blogger_corpus()
reader = Reader(os.path.join(self.tempdir_blogger_corp,
self.txt_blogger_small_fake_set),
"txt",
regex_template="blogger",
mode=self.mode)
reader.should.be.a(Reader)
def test_export_to_sqlite_from_reader_007(self):
self.blogger_corpus()
self.prj_folder()
self.blogger_lists()
reader = Reader(os.path.join(self.tempdir_blogger_corp,
self.txt_blogger_hightrepetativ_set),
"txt",
send_end_file_marker=False,
regex_template="blogger",
mode=self.mode)
exporter = Exporter(reader.getlazy(), mode=self.mode)
dbname = "blogger_corpus"
exporter.tosqlite(self.tempdir_project_folder, dbname, self.fieldnames)
for item in os.listdir(self.tempdir_project_folder):
if ".db" in item:
if dbname not in item:
assert False
def test_lazyreader_from_json_with_utf8_509(self):
self.blogger_corpus()
end_file_marker = -1
reader = Reader(os.path.join(self.tempdir_blogger_corp,
self.json_blogger_hightrepetativ_set),
"json",
mode=self.mode,
end_file_marker=end_file_marker)
for data in reader.getlazy():
if data == end_file_marker:
continue
assert isinstance(data, dict)
assert len(data) == 6
assert 'text' in data
assert 'star_constellation' in data
assert 'working_area' in data
assert 'age' in data
assert 'id' in data
assert 'gender' in data
def test_lazyreader_from_twitter_json_with_utf8_511(self):
self.twitter_corpus()
end_file_marker = -1
reader = Reader(os.path.join(self.tempdir_twitter_corp,
self.json_twitter_set),
"json",
formatter_name="TwitterStreamAPI",
mode=self.mode,
end_file_marker=end_file_marker)
for data in reader.getlazy():
if data == end_file_marker:
continue
if data:
#p(data, c="r")
assert isinstance(data, dict)
#p(data["text"])
assert 'text' in data
assert 'u_lang' in data
assert 'id' in data
assert 'u_id' in data
def test_lazyreader_from_txt_500(self):
self.blogger_corpus()
end_file_marker = -1
reader = Reader(os.path.join(self.tempdir_blogger_corp,
self.txt_blogger_small_fake_set),
"txt",
regex_template="blogger",
mode=self.mode,
end_file_marker=end_file_marker)
for data in reader.getlazy():
#p(data)
if data == end_file_marker:
continue
assert isinstance(data, dict)
assert len(data) == 6
assert 'text' in data
assert 'star_constellation' in data
assert 'working_area' in data
assert 'age' in data
assert 'id' in data
assert 'gender' in data
def test_lazyreader_from_csv_with_utf8_503(self):
self.blogger_corpus()
end_file_marker = -1
reader = Reader(os.path.join(self.tempdir_blogger_corp,
self.csv_blogger_hightrepetativ_set),
"csv",
mode=self.mode,
end_file_marker=end_file_marker)
for data in reader.getlazy():
if data == end_file_marker:
continue
assert isinstance(data, dict)
assert len(data) == len(
self.configer.docs_row_values(token=True,
unicode_str=True)["blogger"][0])
assert 'text' in data
assert 'star_constellation' in data
assert 'working_area' in data
assert 'age' in data
assert 'id' in data
assert 'gender' in data
def test_lazyreader_from_sifter_twitter_csv_with_utf8_513(self):
self.twitter_corpus()
end_file_marker = -1
#self.mode = "prod+"
reader = Reader(os.path.join(self.tempdir_twitter_corp,
"CSV/zas-rep-tool/sifter"),
"csv",
formatter_name="sifter",
mode=self.mode,
end_file_marker=end_file_marker)
for data in reader.getlazy(csvdelimiter=";"):
if data == end_file_marker:
continue
if data:
#p(data, c="r")
assert isinstance(data, dict)
#p(data["text"])
assert 'text' in data
assert 'u_lang' in data
assert 'id' in data
assert 'u_id' in data
def test_lazyreader_from_xml_with_ascii_505(self):
self.blogger_corpus()
end_file_marker = -1
reader = Reader(os.path.join(self.tempdir_blogger_corp,
self.xml_blogger_small_fake_set),
"xml",
mode=self.mode,
end_file_marker=end_file_marker)
#p(reader.getlazy())
#p(len(reader.getlazy()))
for data in reader.getlazy():
if data == end_file_marker:
continue
#p(data)
#p(type(data))
assert isinstance(data, dict)
assert len(data) == 6
assert 'text' in data
assert 'star_constellation' in data
assert 'working_area' in data
assert 'age' in data
assert 'id' in data
assert 'gender' in data
def create_testsets_in_diff_file_formats(self, rewrite=False, abs_path_to_storage_place=False, silent_ignore = True):
#p(abs_path_to_storage_place)
#sys.exit()
if not rewrite:
rewrite = self._rewrite
if not abs_path_to_storage_place:
abs_path_to_storage_place = self._path_to_zas_rep_tools
#p("fghjk")
created_sets = []
if not abs_path_to_storage_place:
sys.exit()
try:
# make test_sets for Blogger Corp
for file_format, test_sets in self._types_folder_names_of_testsets.iteritems():
for name_of_test_set, folder_for_test_set in test_sets.iteritems():
if file_format == "txt":
continue
abs_path_to_current_test_case = os.path.join(abs_path_to_storage_place, self._path_to_testsets["blogger"], folder_for_test_set)
# p((file_format, name_of_test_set))
# p(abs_path_to_current_test_case)
if rewrite:
if os.path.isdir(abs_path_to_current_test_case):
shutil.rmtree(abs_path_to_current_test_case)
#os.remove(abs_path_to_current_test_case)
if not os.path.isdir(abs_path_to_current_test_case):
os.makedirs(abs_path_to_current_test_case)
path_to_txt_corpus = os.path.join(self.path_to_zas_rep_tools,self._path_to_testsets["blogger"] , self._types_folder_names_of_testsets["txt"][name_of_test_set] )
reader = Reader(path_to_txt_corpus, "txt", regex_template="blogger",logger_level= self._logger_level,logger_traceback=self._logger_traceback, logger_folder_to_save=self._logger_folder_to_save,logger_usage=self._logger_usage, logger_save_logs= self._logger_save_logs, mode=self._mode , error_tracking=self._error_tracking, ext_tb= self._ext_tb)
exporter = Exporter(reader.getlazy(), rewrite=rewrite, silent_ignore=silent_ignore, logger_level= self._logger_level,logger_traceback=self._logger_traceback, logger_folder_to_save=self._logger_folder_to_save,logger_usage=self._logger_usage, logger_save_logs= self._logger_save_logs, mode=self._mode , error_tracking=self._error_tracking, ext_tb= self._ext_tb)
if file_format == "csv":
if name_of_test_set == "small":
flag = exporter.tocsv(abs_path_to_current_test_case, "blogger_corpus",self._columns_in_doc_table["blogger"], rows_limit_in_file=5)
if not flag:
yield False
else:
created_sets.append("csv")
yield True
else:
flag= exporter.tocsv(abs_path_to_current_test_case, "blogger_corpus",self._columns_in_doc_table["blogger"], rows_limit_in_file=2)
if not flag:
yield False
else:
created_sets.append("csv")
yield True
elif file_format == "xml":
if name_of_test_set == "small":
flag = exporter.toxml(abs_path_to_current_test_case, "blogger_corpus", rows_limit_in_file=5)
if not flag:
yield False
else:
created_sets.append("xml")
yield True
else:
flag = exporter.toxml(abs_path_to_current_test_case, "blogger_corpus", rows_limit_in_file=2)
if not flag:
yield False
else:
created_sets.append("xml")
yield True
elif file_format == "json":
if name_of_test_set == "small":
flag = exporter.tojson(abs_path_to_current_test_case, "blogger_corpus", rows_limit_in_file=5)
if not flag:
yield False
else:
created_sets.append("json")
yield True
else:
flag = exporter.tojson(abs_path_to_current_test_case, "blogger_corpus", rows_limit_in_file=2)
if not flag:
yield False
else:
created_sets.append("json")
yield True
elif file_format == "sqlite":
flag = exporter.tosqlite(abs_path_to_current_test_case, "blogger_corpus",self._columns_in_doc_table["blogger"])
if not flag:
yield False
else:
created_sets.append("sqlite")
yield True
#p(created_sets, "created_sets")
for created_set in set(created_sets):
path_to_set = os.path.join(abs_path_to_storage_place, self._path_to_testsets["blogger"], created_set)
#p(path_to_set)
#p(os.path.join(os.path.split(path_to_set)[0], created_set+".zip"))
make_zipfile(os.path.join(os.path.split(path_to_set)[0], created_set+".zip"), path_to_set)
self.logger.info("TestSets (diff file formats) was initialized.")
except Exception, e:
print_exc_plus() if self._ext_tb else ""
self.logger.error("SubsetsCreaterError: Throw following Exception: '{}'. ".format(e), exc_info=self._logger_traceback)
def test_create_all_test_cases_for_diff_fileformats_502(self):
self.prj_folder()
configer = TestsConfiger(mode=self.mode)
abs_path_to_storage_place = self.tempdir_project_folder
#sys.exit()
#configer.create_testsets_in_diff_file_formats(rewrite=True,abs_path_to_storage_place=abs_path_to_storage_place)
returned_flags = set(
list(
configer.create_testsets_in_diff_file_formats(
rewrite=False,
abs_path_to_storage_place=abs_path_to_storage_place)))
#p(returned_flags)
if not (len(returned_flags) > 1) or True not in returned_flags:
return False
#sys.exit()
for file_format, test_sets in configer.types_folder_names_of_testsets.iteritems(
):
for name_of_test_set, folder_for_test_set in test_sets.iteritems():
if file_format == "txt":
continue
if file_format == "sqlite":
continue
abs_path_to_current_test_case = os.path.join(
abs_path_to_storage_place,
configer._path_to_testsets["blogger"], folder_for_test_set)
#p(abs_path_to_current_test_case, c="r")
if not os.path.isdir(abs_path_to_current_test_case):
os.makedirs(abs_path_to_current_test_case)
#p(configer._types_folder_names_of_testsets)
path_to_txt_corpus = os.path.join(
configer.path_to_zas_rep_tools,
configer._path_to_testsets["blogger"],
configer._types_folder_names_of_testsets["txt"]
[name_of_test_set])
#p(path_to_txt_corpus)
reader_txt = Reader(path_to_txt_corpus,
"txt",
regex_template="blogger",
send_end_file_marker=False,
mode=self.mode)
reader_current_set = Reader(abs_path_to_current_test_case,
file_format,
send_end_file_marker=False,
mode=self.mode)
#p((list(reader_txt.getlazy()), ))
data_from_txt = defaultdict(list)
data_from_current_set = defaultdict(list)
for item in reader_txt.getlazy():
for k, v in item.iteritems():
if unicode(v).isnumeric():
v = int(v)
data_from_txt[k].append(v)
for item in reader_current_set.getlazy():
for k, v in item.iteritems():
if unicode(v).isnumeric():
v = int(v)
data_from_current_set[k].append(v)
for col in self.configer.columns_in_doc_table["blogger"]:
#p(col)
if col != "rowid":
for txt_item, current_set_item in zip(
sorted(data_from_txt[col]),
sorted(data_from_current_set[col])):
#p((repr(txt_item), repr(current_set_item)))
if txt_item != current_set_item:
assert False
def test_getlazy_many_streams_from_txt_without_given_number_of_streams_adjusted_for_current_cpu_520(
self):
self.blogger_corpus()
end_file_marker = -1
reader = Reader(os.path.join(self.tempdir_blogger_corp,
self.txt_blogger_small_fake_set),
"txt",
regex_template="blogger",
mode=self.mode,
end_file_marker=end_file_marker,
send_end_file_marker=True)
number_of_found_files = reader._get_number_of_left_over_files()
#p(number_of_found_files)
len(
reader.getlazy(stream_number=4,
adjust_to_cpu=True,
min_files_pro_stream=3)).should.be.equal(
get_number_of_streams_adjust_cpu(
3, number_of_found_files, 4))
len(
reader.getlazy(stream_number=4,
adjust_to_cpu=True,
min_files_pro_stream=5)).should.be.equal(
get_number_of_streams_adjust_cpu(
3, number_of_found_files, 5))
len(
reader.getlazy(stream_number=4,
adjust_to_cpu=True,
min_files_pro_stream=3)).should.be.equal(
get_number_of_streams_adjust_cpu(
3, number_of_found_files, 4))
len(
reader.getlazy(stream_number=4,
adjust_to_cpu=True,
min_files_pro_stream=2)).should.be.equal(
get_number_of_streams_adjust_cpu(
2, number_of_found_files, 4))
len(
reader.getlazy(stream_number=4,
adjust_to_cpu=True,
min_files_pro_stream=1)).should.be.equal(
get_number_of_streams_adjust_cpu(
1, number_of_found_files, 4))
i = 0
for gen in reader.getlazy(stream_number=1000,
adjust_to_cpu=True,
min_files_pro_stream=1):
for row_dict in gen:
if row_dict == end_file_marker:
i += 1
continue
assert isinstance(row_dict, dict)
assert len(row_dict) == 6
assert 'text' in row_dict
assert 'star_constellation' in row_dict
assert 'working_area' in row_dict
assert 'age' in row_dict
assert 'id' in row_dict
assert 'gender' in row_dict
#p((number_of_found_files, i))
assert number_of_found_files == i
def test_getlazy_many_streams_from_json_also_getted_from_zips_519(self):
self.blogger_corpus()
# Test 1: Check if number of getted files is correct
end_file_marker = -1
reader = Reader(os.path.join(self.tempdir_blogger_corp),
"json",
mode=self.mode,
read_from_zip=True,
end_file_marker=end_file_marker,
send_end_file_marker=True)
number_of_found_files = reader._get_number_of_left_over_files()
if number_of_found_files < 3:
assert False
if reader.files_number_in_zips != len(reader.files_to_read_orig):
## for this, it is important that the main folder of the test cases should be zipped!! That there is the same number of files
assert False
number_getted_files = len([
row for gen in reader.getlazy(
stream_number=4, adjust_to_cpu=True, min_files_pro_stream=5)
for row in gen if row == end_file_marker
])
if number_of_found_files != number_getted_files:
assert False
#p((number_of_found_files, number_getted_files), "number_of_found_files != number_getted_files")
# Test 2: check if right number of streams will be returned
len(
reader.getlazy(stream_number=4,
adjust_to_cpu=True,
min_files_pro_stream=5)).should.be.equal(
get_number_of_streams_adjust_cpu(
5, number_of_found_files, 4))
len(
reader.getlazy(stream_number=4,
adjust_to_cpu=True,
min_files_pro_stream=3)).should.be.equal(
get_number_of_streams_adjust_cpu(
3, number_of_found_files, 4))
len(
reader.getlazy(stream_number=4,
adjust_to_cpu=True,
min_files_pro_stream=2)).should.be.equal(
get_number_of_streams_adjust_cpu(
2, number_of_found_files, 4))
len(
reader.getlazy(stream_number=4,
adjust_to_cpu=True,
min_files_pro_stream=1)).should.be.equal(
get_number_of_streams_adjust_cpu(
1, number_of_found_files, 4))
i = 0
for gen in reader.getlazy(stream_number=1000,
adjust_to_cpu=True,
min_files_pro_stream=1):
for row_dict in gen:
#p(row_dict)
#i+=1
if row_dict == end_file_marker:
i += 1
continue
assert isinstance(row_dict, dict)
assert len(row_dict) == 6
assert 'text' in row_dict
assert 'star_constellation' in row_dict
assert 'working_area' in row_dict
assert 'age' in row_dict
assert 'id' in row_dict
assert 'gender' in row_dict
assert number_of_found_files == i