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#!/usr/bin/env python3 |
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# -*- coding: utf-8 -*- |
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""" |
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Created on Fri Feb 22 15:49:18 2019 |
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@author: Paolo Cozzi <[email protected]> |
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""" |
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import os |
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import logging |
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from unittest.mock import patch, Mock |
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from collections import namedtuple |
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from django.test import TestCase |
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from common.constants import ERROR, LOADED |
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from image_app.models import ( |
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Submission, db_has_data, DictSpecie, DictSex, DictBreed, Name, Animal, |
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Sample, DictUberon, DictCountry) |
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from ..helpers import ( |
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logger, CRBAnimReader, upload_crbanim, fill_uid_breed, fill_uid_names, |
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fill_uid_animal, fill_uid_sample, find_storage_type) |
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from .common import BaseTestCase |
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View Code Duplication |
class WebSocketMixin(object): |
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"""Override setUp to mock websocket objects""" |
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def setUp(self): |
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# calling my base class setup |
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super().setUp() |
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# setting channels methods |
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self.asyncio_mock_patcher = patch( |
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'asyncio.get_event_loop') |
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self.asyncio_mock = self.asyncio_mock_patcher.start() |
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# mocking asyncio return value |
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self.run_until = self.asyncio_mock.return_value |
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self.run_until.run_until_complete = Mock() |
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# another patch |
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self.send_msg_ws_patcher = patch( |
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'crbanim.helpers.send_message_to_websocket') |
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self.send_msg_ws = self.send_msg_ws_patcher.start() |
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def tearDown(self): |
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# stopping mock objects |
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self.asyncio_mock_patcher.stop() |
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self.send_msg_ws_patcher.stop() |
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# calling base methods |
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super().tearDown() |
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def check_message( |
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self, message, notification_message, validation_message=None, |
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pk=1): |
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"""assert message to websocket called with parameters""" |
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# construct message according parameters |
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message = { |
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'message': message, |
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'notification_message': notification_message |
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} |
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# in case of successful data upload, a validation message is sent |
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if validation_message: |
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message['validation_message'] = validation_message |
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self.assertEqual(self.asyncio_mock.call_count, 1) |
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self.assertEqual(self.run_until.run_until_complete.call_count, 1) |
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self.assertEqual(self.send_msg_ws.call_count, 1) |
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self.send_msg_ws.assert_called_with( |
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message, |
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pk) |
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class CRBAnimReaderTestCase(BaseTestCase, TestCase): |
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def setUp(self): |
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# calling my base class setup |
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super().setUp() |
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# crate a CRBAnimReade object |
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self.reader = CRBAnimReader() |
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# get filenames for DataSourceMixinTestCase.dst_path |
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self.reader.read_file(self.dst_path) |
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def test_has_columns(self): |
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"""Test if class has columns""" |
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reference = [ |
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'BRC_identifier', |
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'BRC_name', |
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'associated_research_project_name', |
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'BRC_responsible_last_name', |
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'BRC_responsible_first_name', |
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'BRC_contact_email', |
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'organization_name', |
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'organisation_adress', |
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'organization_url', |
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'organization_country', |
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'BRC_address', |
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'BRC_url', |
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'BRC_country', |
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'sample_identifier', |
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'EBI_Biosample_identifier', |
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'sample_availability', |
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'sample_bibliographic_references', |
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'animal_ID', |
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'sex', |
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'species_latin_name', |
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'NCBI_taxo_id', |
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'breed_name', |
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'country_of_origin', |
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'sampling_protocol_url', |
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'sampling_date', |
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'sample_type_name', |
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'sample_type_identifier', |
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'sample_type_ontology', |
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'body_part_name', |
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'body_part_identifier', |
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'body_part_ontology', |
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'animal_birth_date', |
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'sample_storage_temperature', |
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'sample_container_type', |
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'sample_fixer_nature'] |
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self.assertEqual(reference, self.reader.header) |
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def test_debug_row(self): |
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"""Assert a function is callable""" |
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self.reader.print_line(0) |
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self.assertLogs(logger=logger, level=logging.DEBUG) |
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def test_check_species(self): |
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"""Test check species method""" |
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# get a country |
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country = DictCountry.objects.get(label="United Kingdom") |
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check, not_found = self.reader.check_species(country) |
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self.assertTrue(check) |
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self.assertEqual(len(not_found), 0) |
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# changing species set |
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DictSpecie.objects.filter(label='Bos taurus').delete() |
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check, not_found = self.reader.check_species(country) |
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# the read species are not included in fixtures |
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self.assertFalse(check) |
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self.assertGreater(len(not_found), 0) |
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def test_check_sex(self): |
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"""Test check sex method""" |
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check, not_found = self.reader.check_sex() |
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self.assertTrue(check) |
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self.assertEqual(len(not_found), 0) |
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# changing sex set |
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DictSex.objects.filter(label='female').delete() |
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check, not_found = self.reader.check_sex() |
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# the read species are not included in fixtures |
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self.assertFalse(check) |
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self.assertGreater(len(not_found), 0) |
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def test_filter_by_column(self): |
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"""Filter records by column value""" |
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# filter out biosample records from mydata |
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data = self.reader.filter_by_column_values( |
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"EBI_Biosample_identifier", |
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[None]) |
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data = list(data) |
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self.assertEqual(len(data), 2) |
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def test_filter_by_column_case(self): |
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"""Filter records by column value case insensitive""" |
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# filter out biosample records from mydata |
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# record have capital letter. No record after filtering case sensitive |
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data = self.reader.filter_by_column_values( |
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"sex", |
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['female'], |
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ignorecase=False) |
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data = list(data) |
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self.assertEqual(len(data), 0) |
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# filtering female case insensitive |
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data = self.reader.filter_by_column_values( |
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"sex", |
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['female'], |
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ignorecase=True) |
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data = list(data) |
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self.assertEqual(len(data), 1) |
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# No record after filtering foo case insensitive |
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data = self.reader.filter_by_column_values( |
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"sex", |
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['foo'], |
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ignorecase=True) |
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data = list(data) |
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self.assertEqual(len(data), 0) |
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def test_is_valid(self): |
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"""Test recognizing a good CRBanim file""" |
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with open(self.dst_path) as handle: |
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chunk = handle.read(2048) |
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check, not_found = self.reader.is_valid(chunk) |
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# a good crbanim file returns True and an empty list |
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self.assertTrue(check) |
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self.assertEqual(not_found, []) |
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# assert a not good file. self.base_dir comes from |
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# common.tests.mixins.DataSourceMixinTestCase |
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filename = os.path.join( |
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self.base_dir, |
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"Mapping_rules_CRB-Anim_InjectTool_v1.csv") |
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with open(filename) as handle: |
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chunk = handle.read(2048) |
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check, not_found = self.reader.is_valid(chunk) |
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# a invalid crbanim file returns False and a list |
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self.assertFalse(check) |
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self.assertGreater(len(not_found), 0) |
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class ProcessRecordTestCase(BaseTestCase, TestCase): |
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"""A class to test function which process record""" |
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def setUp(self): |
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# calling my base class setup |
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super().setUp() |
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# crate a CRBAnimReade object |
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self.reader = CRBAnimReader() |
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# get filenames for DataSourceMixinTestCase.dst_path |
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self.reader.read_file(self.dst_path) |
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# filter out biosample records from mydata |
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data = self.reader.filter_by_column_values( |
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"EBI_Biosample_identifier", |
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[None]) |
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self.data = list(data) |
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# track the sample record for test |
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self.record = self.data[0] |
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# set a country |
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self.country = DictCountry.objects.get(label="United Kingdom") |
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# fill object to test inserts. Fill breed |
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self.breed = fill_uid_breed(self.record, self.country) |
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# fill names |
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self.animal_name, self.sample_name = fill_uid_names( |
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self.record, self.submission) |
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# filling animal and samples |
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self.animal = fill_uid_animal( |
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self.record, |
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self.animal_name, |
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self.breed, |
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self.submission, |
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{}) |
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# testing samples |
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self.sample = fill_uid_sample( |
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self.record, |
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self.sample_name, |
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self.animal, |
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self.submission) |
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def test_fill_uid_breed(self): |
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"""testing fill_uid_breed""" |
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# testing output |
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self.assertIsInstance(self.breed, DictBreed) |
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self.assertEqual(self.breed.supplied_breed, self.record.breed_name) |
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self.assertEqual( |
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self.breed.specie.label, self.record.species_latin_name) |
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def test_fill_uid_names(self): |
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# testing output |
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self.assertIsInstance(self.animal_name, Name) |
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self.assertIsInstance(self.sample_name, Name) |
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self.assertEqual(self.animal_name.name, self.record.animal_ID) |
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self.assertEqual(self.sample_name.name, self.record.sample_identifier) |
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def test_fill_uid_animals(self): |
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# testing animal |
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self.assertIsInstance(self.animal, Animal) |
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# testing animal attributes |
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sex = DictSex.objects.get(label__iexact=self.record.sex) |
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self.assertEqual(self.animal.sex, sex) |
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def test_fill_uid_samples(self): |
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# testing sample |
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self.assertIsInstance(self.sample, Sample) |
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# testing sample attributes |
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organism_part = DictUberon.objects.get( |
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label__iexact="bone marrow") |
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self.assertEqual(self.sample.organism_part, organism_part) |
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def test_organism_part(self): |
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"""Check that an 'unknown' organims_part generate a DictUberon |
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relying on sample_type_name (see crbanim_test_data.csv file)""" |
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# get a new record |
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record = self.data[1] |
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# fill breeds |
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breed = fill_uid_breed(record, self.country) |
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# creating name |
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animal_name, sample_name = fill_uid_names( |
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record, self.submission) |
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# filling animal and samples |
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animal = fill_uid_animal( |
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record, |
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animal_name, |
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breed, |
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self.submission, |
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{}) |
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# testing samples |
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sample = fill_uid_sample( |
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record, |
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sample_name, |
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animal, |
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self.submission) |
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# testing sample attributes |
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organism_part = DictUberon.objects.get( |
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label__iexact="uterus") |
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self.assertEqual(sample.organism_part, organism_part) |
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def test_find_storage_type(self): |
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result = find_storage_type(self.record) |
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self.assertEqual(result, "frozen, -80 degrees Celsius freezer") |
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# create a fare record object |
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Data = namedtuple("Data", ["sample_storage_temperature"]) |
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record = Data._make(["meow"]) |
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result = find_storage_type(record) |
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self.assertIsNone(result) |
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class UploadCRBAnimTestCase(WebSocketMixin, BaseTestCase, TestCase): |
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View Code Duplication |
def test_upload_crbanim(self): |
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"""Testing uploading and importing data from crbanim to UID""" |
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self.assertTrue(upload_crbanim(self.submission)) |
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# reload submission |
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self.submission.refresh_from_db() |
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# assert submission messages |
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self.assertEqual( |
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self.submission.status, |
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LOADED) |
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self.assertIn( |
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"CRBAnim import completed for submission", |
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self.submission.message) |
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# assert data into database |
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self.assertTrue(db_has_data()) |
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self.assertTrue(Animal.objects.exists()) |
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self.assertTrue(Sample.objects.exists()) |
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# check async message called |
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message = 'Loaded' |
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notification_message = ( |
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'CRBAnim import completed for submission: 1') |
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validation_message = { |
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'animals': 1, 'samples': 2, |
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'animal_unkn': 1, 'sample_unkn': 2, |
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'animal_issues': 0, 'sample_issues': 0} |
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self.check_message(message, notification_message, validation_message) |
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View Code Duplication |
@patch("crbanim.helpers.CRBAnimReader.check_species", |
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return_value=[False, 'Rainbow trout']) |
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def test_upload_crbanim_errors(self, my_check): |
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"""Testing importing with data into UID with errors""" |
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self.assertFalse(upload_crbanim(self.submission)) |
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# reload submission |
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self.submission.refresh_from_db() |
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# test my mock method called |
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self.assertTrue(my_check.called) |
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# reload submission |
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self.submission = Submission.objects.get(pk=1) |
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self.assertEqual( |
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self.submission.status, |
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ERROR) |
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self.assertIn( |
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"Some species are not loaded in UID database", |
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self.submission.message) |
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# assert data into database |
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self.assertFalse(db_has_data()) |
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self.assertFalse(Animal.objects.exists()) |
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self.assertFalse(Sample.objects.exists()) |
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# check async message called |
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message = 'Error' |
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notification_message = ( |
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'Error in importing data: Some species ' |
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'are not loaded in UID database: Rainbow ' |
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'trout') |
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self.check_message(message, notification_message) |
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View Code Duplication |
@patch("crbanim.helpers.CRBAnimReader.check_sex", |
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return_value=[False, 'unknown']) |
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def test_upload_crbanim_errors_with_sex(self, my_check): |
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"""Testing importing with data into UID with errors""" |
450
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self.assertFalse(upload_crbanim(self.submission)) |
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453
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# reload submission |
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self.submission.refresh_from_db() |
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# test my mock method called |
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self.assertTrue(my_check.called) |
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# reload submission |
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self.submission = Submission.objects.get(pk=1) |
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self.assertEqual( |
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self.submission.status, |
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ERROR) |
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# check for two distinct messages |
467
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self.assertIn( |
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"Not all Sex terms are loaded into database", |
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self.submission.message) |
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self.assertNotIn( |
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"CRBAnim import completed for submission", |
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self.submission.message) |
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# assert data into database |
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self.assertFalse(db_has_data()) |
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self.assertFalse(Animal.objects.exists()) |
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self.assertFalse(Sample.objects.exists()) |
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# check async message called |
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message = 'Error' |
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notification_message = ( |
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'Error in importing data: Not all Sex ' |
484
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'terms are loaded into database: check ' |
485
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'for unknown in your dataset') |
486
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487
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self.check_message(message, notification_message) |
488
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489
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490
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class ReloadCRBAnimTestCase(WebSocketMixin, BaseTestCase, TestCase): |
491
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"""Simulate a crbanim reload case. Load data as in |
492
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UploadCRBAnimTestCase, then call test which reload the same data""" |
493
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494
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# override useal fixtures |
495
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fixtures = [ |
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'crbanim/auth', |
497
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'crbanim/dictspecie', |
498
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'crbanim/image_app', |
499
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'crbanim/submission', |
500
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'language/speciesynonym' |
501
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] |
502
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503
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View Code Duplication |
def test_upload_crbanim(self): |
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504
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"""Testing uploading and importing data from crbanim to UID""" |
505
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506
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# assert upload |
507
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self.assertTrue(upload_crbanim(self.submission)) |
508
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509
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# reload submission |
510
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self.submission.refresh_from_db() |
511
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512
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# assert submission messages |
513
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self.assertEqual( |
514
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self.submission.status, |
515
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LOADED) |
516
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517
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self.assertIn( |
518
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"CRBAnim import completed for submission", |
519
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self.submission.message) |
520
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521
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# assert data into database |
522
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self.assertTrue(db_has_data()) |
523
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self.assertTrue(Animal.objects.exists()) |
524
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self.assertTrue(Sample.objects.exists()) |
525
|
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526
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# check async message called |
527
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message = 'Loaded' |
528
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notification_message = ( |
529
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'CRBAnim import completed for submission: 1') |
530
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validation_message = { |
531
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'animals': 1, 'samples': 2, |
532
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'animal_unkn': 1, 'sample_unkn': 2, |
533
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'animal_issues': 0, 'sample_issues': 0} |
534
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|
535
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self.check_message(message, notification_message, validation_message) |
536
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