|
| 1 | +import pytest |
| 2 | +import datajoint as dj |
| 3 | +import os |
| 4 | +from pathlib import Path |
| 5 | +import random |
| 6 | +from .schema_external import Filepath, FilepathS3 |
| 7 | +import logging |
| 8 | +import io |
| 9 | + |
| 10 | + |
| 11 | +def test_path_match(schema_ext, enable_filepath_feature, minio_client, store="repo"): |
| 12 | + """test file path matches and empty file""" |
| 13 | + ext = schema_ext.external[store] |
| 14 | + stage_path = dj.config["stores"][store]["stage"] |
| 15 | + |
| 16 | + # create a mock file |
| 17 | + relpath = "path/to/films" |
| 18 | + managed_file = Path(stage_path, relpath, "vid.mov") |
| 19 | + managed_file.parent.mkdir(parents=True, exist_ok=True) |
| 20 | + open(str(managed_file), "a").close() |
| 21 | + |
| 22 | + # put the file |
| 23 | + uuid = ext.upload_filepath(str(managed_file)) |
| 24 | + |
| 25 | + # remove |
| 26 | + managed_file.unlink() |
| 27 | + assert not managed_file.exists() |
| 28 | + |
| 29 | + # check filepath |
| 30 | + assert (ext & {"hash": uuid}).fetch1("filepath") == str( |
| 31 | + managed_file.relative_to(stage_path).as_posix() |
| 32 | + ) |
| 33 | + |
| 34 | + # # Download the file and check its contents. |
| 35 | + restored_path, checksum = ext.download_filepath(uuid) |
| 36 | + assert restored_path == str(managed_file) |
| 37 | + assert checksum == dj.hash.uuid_from_file(str(managed_file)) |
| 38 | + |
| 39 | + # cleanup |
| 40 | + ext.delete(delete_external_files=True) |
| 41 | + |
| 42 | + |
| 43 | +@pytest.mark.parametrize("store", ("repo", "repo-s3")) |
| 44 | +def test_filepath(enable_filepath_feature, schema_ext, store): |
| 45 | + """test file management""" |
| 46 | + ext = schema_ext.external[store] |
| 47 | + stage_path = dj.config["stores"][store]["stage"] |
| 48 | + filename = "picture.dat" |
| 49 | + |
| 50 | + # create a mock file |
| 51 | + relpath = "one/two/three" |
| 52 | + managed_file = Path(stage_path, relpath, filename) |
| 53 | + managed_file.parent.mkdir(parents=True, exist_ok=True) |
| 54 | + data = os.urandom(3000) |
| 55 | + with managed_file.open("wb") as f: |
| 56 | + f.write(data) |
| 57 | + |
| 58 | + # put the same file twice to ensure storing once |
| 59 | + uuid1 = ext.upload_filepath(str(managed_file)) |
| 60 | + # no duplication should arise if file is the same |
| 61 | + uuid2 = ext.upload_filepath(str(managed_file)) |
| 62 | + assert uuid1 == uuid2 |
| 63 | + |
| 64 | + # remove to ensure downloading |
| 65 | + managed_file.unlink() |
| 66 | + assert not managed_file.exists() |
| 67 | + |
| 68 | + # Download the file and check its contents. Repeat causes no download from remote |
| 69 | + for _ in 1, 2: |
| 70 | + restored_path, checksum = ext.download_filepath(uuid1) |
| 71 | + assert restored_path == str(managed_file) |
| 72 | + assert checksum == dj.hash.uuid_from_file(str(managed_file)) |
| 73 | + |
| 74 | + # verify same data |
| 75 | + with managed_file.open("rb") as f: |
| 76 | + synced_data = f.read() |
| 77 | + assert data == synced_data |
| 78 | + |
| 79 | + # cleanup |
| 80 | + ext.delete(delete_external_files=True) |
| 81 | + assert not ext.exists(ext._make_external_filepath(str(Path(relpath, filename)))) |
| 82 | + |
| 83 | + |
| 84 | +@pytest.mark.parametrize("store", ("repo", "repo-s3")) |
| 85 | +def test_duplicate_upload(schema_ext, store): |
| 86 | + ext = schema_ext.external[store] |
| 87 | + stage_path = dj.config["stores"][store]["stage"] |
| 88 | + relpath = "one/two/three" |
| 89 | + managed_file = Path(stage_path, relpath, "plot.dat") |
| 90 | + managed_file.parent.mkdir(parents=True, exist_ok=True) |
| 91 | + with managed_file.open("wb") as f: |
| 92 | + f.write(os.urandom(300)) |
| 93 | + ext.upload_filepath(str(managed_file)) |
| 94 | + ext.upload_filepath(str(managed_file)) # this is fine because the file is the same |
| 95 | + |
| 96 | + |
| 97 | +@pytest.mark.parametrize("store", ("repo", "repo-s3")) |
| 98 | +def test_duplicate_error(schema_ext, store): |
| 99 | + """syncing duplicate non-matching file should fail""" |
| 100 | + ext = schema_ext.external[store] |
| 101 | + stage_path = dj.config["stores"][store]["stage"] |
| 102 | + relpath = "one/two/three" |
| 103 | + managed_file = Path(stage_path, relpath, "thesis.dat") |
| 104 | + managed_file.parent.mkdir(parents=True, exist_ok=True) |
| 105 | + with managed_file.open("wb") as f: |
| 106 | + f.write(os.urandom(300)) |
| 107 | + ext.upload_filepath(str(managed_file)) |
| 108 | + with managed_file.open("wb") as f: |
| 109 | + f.write(os.urandom(300)) |
| 110 | + # this should raise exception because the file has changed |
| 111 | + with pytest.raises(dj.DataJointError): |
| 112 | + ext.upload_filepath(str(managed_file)) |
| 113 | + |
| 114 | + |
| 115 | +class TestFilepath: |
| 116 | + def _test_filepath_class( |
| 117 | + self, table=Filepath(), store="repo", verify_checksum=True |
| 118 | + ): |
| 119 | + if not verify_checksum: |
| 120 | + dj.config["filepath_checksum_size_limit"] = 0 |
| 121 | + stage_path = dj.config["stores"][store]["stage"] |
| 122 | + # create a mock file |
| 123 | + relative_path = "one/two/three" |
| 124 | + managed_file = Path(stage_path, relative_path, "attachment.dat") |
| 125 | + managed_file.parent.mkdir(parents=True, exist_ok=True) |
| 126 | + data = os.urandom(3000) |
| 127 | + with managed_file.open("wb") as f: |
| 128 | + f.write(data) |
| 129 | + with managed_file.open("rb") as f: |
| 130 | + contents = f.read() |
| 131 | + assert data == contents |
| 132 | + |
| 133 | + # upload file into shared repo |
| 134 | + table.insert1((1, str(managed_file))) |
| 135 | + |
| 136 | + # remove file locally |
| 137 | + managed_file.unlink() |
| 138 | + assert not managed_file.is_file() |
| 139 | + |
| 140 | + # fetch file from remote |
| 141 | + filepath = (table & {"fnum": 1}).fetch1("img") |
| 142 | + assert filepath == str(managed_file) |
| 143 | + |
| 144 | + # verify original contents |
| 145 | + with managed_file.open("rb") as f: |
| 146 | + contents = f.read() |
| 147 | + assert data == contents |
| 148 | + |
| 149 | + # delete from table |
| 150 | + table.delete() |
| 151 | + assert table.external[store] |
| 152 | + |
| 153 | + # delete from external table |
| 154 | + table.external[store].delete(delete_external_files=True) |
| 155 | + dj.config["filepath_checksum_size_limit"] = None |
| 156 | + |
| 157 | + @pytest.mark.parametrize( |
| 158 | + "table, store, n_repeats", |
| 159 | + ( |
| 160 | + (Filepath(), "repo", 2), |
| 161 | + (FilepathS3(), "repo-s3", 2), |
| 162 | + ), |
| 163 | + ) |
| 164 | + def test_filepath_class( |
| 165 | + self, |
| 166 | + schema_ext, |
| 167 | + table, |
| 168 | + store, |
| 169 | + n_repeats, |
| 170 | + minio_client, |
| 171 | + enable_filepath_feature, |
| 172 | + verify_checksum=True, |
| 173 | + ): |
| 174 | + for _ in range(n_repeats): |
| 175 | + self._test_filepath_class(table, store, verify_checksum) |
| 176 | + |
| 177 | + def test_filepath_class_no_checksum(self, schema_ext, enable_filepath_feature): |
| 178 | + logger = logging.getLogger("datajoint") |
| 179 | + log_capture = io.StringIO() |
| 180 | + stream_handler = logging.StreamHandler(log_capture) |
| 181 | + log_format = logging.Formatter( |
| 182 | + "[%(asctime)s][%(funcName)s][%(levelname)s]: %(message)s" |
| 183 | + ) |
| 184 | + stream_handler.setFormatter(log_format) |
| 185 | + stream_handler.set_name("test_limit_warning") |
| 186 | + logger.addHandler(stream_handler) |
| 187 | + self._test_filepath_class(table=Filepath(), store="repo", verify_checksum=False) |
| 188 | + log_contents = log_capture.getvalue() |
| 189 | + log_capture.close() |
| 190 | + for handler in logger.handlers: # Clean up handler |
| 191 | + if handler.name == "test_limit_warning": |
| 192 | + logger.removeHandler(handler) |
| 193 | + assert "Skipped checksum for file with hash:" in log_contents |
| 194 | + |
| 195 | + |
| 196 | +@pytest.mark.parametrize( |
| 197 | + "table, store", |
| 198 | + ( |
| 199 | + (Filepath(), "repo"), |
| 200 | + (FilepathS3(), "repo-s3"), |
| 201 | + ), |
| 202 | +) |
| 203 | +def test_filepath_cleanup(table, store, schema_ext, enable_filepath_feature): |
| 204 | + """test deletion of filepath entries from external table""" |
| 205 | + stage_path = dj.config["stores"][store]["stage"] |
| 206 | + n = 20 |
| 207 | + contents = os.urandom(345) |
| 208 | + for i in range(n): |
| 209 | + relative_path = Path(*random.sample(("one", "two", "three", "four"), k=3)) |
| 210 | + managed_file = Path(stage_path, relative_path, "file.dat") |
| 211 | + managed_file.parent.mkdir(parents=True, exist_ok=True) |
| 212 | + with managed_file.open("wb") as f: |
| 213 | + f.write(contents) # same in all files |
| 214 | + table.insert1((i, str(managed_file))) |
| 215 | + assert len(table) == n |
| 216 | + |
| 217 | + ext = schema_ext.external[store] |
| 218 | + |
| 219 | + assert len(table) == n |
| 220 | + assert 0 < len(ext) < n |
| 221 | + |
| 222 | + (table & "fnum in (1, 2, 3, 4, 5, 6)").delete() |
| 223 | + m = n - len(table) # number deleted |
| 224 | + assert m == 6 |
| 225 | + |
| 226 | + ext.delete(delete_external_files=True) # delete unused entries |
| 227 | + assert 0 < len(ext) <= n - m |
| 228 | + |
| 229 | + |
| 230 | +def test_delete_without_files( |
| 231 | + schema_ext, |
| 232 | + enable_filepath_feature, |
| 233 | + store="repo", |
| 234 | +): |
| 235 | + """test deletion of filepath entries from external table without removing files""" |
| 236 | + # do not delete unused entries |
| 237 | + schema_ext.external[store].delete(delete_external_files=False) |
| 238 | + |
| 239 | + |
| 240 | +def test_return_string( |
| 241 | + schema_ext, enable_filepath_feature, table=Filepath(), store="repo" |
| 242 | +): |
| 243 | + """test returning string on fetch""" |
| 244 | + stage_path = dj.config["stores"][store]["stage"] |
| 245 | + # create a mock file |
| 246 | + relative_path = "this/is/a/test" |
| 247 | + managed_file = Path(stage_path, relative_path, "string.dat") |
| 248 | + managed_file.parent.mkdir(parents=True, exist_ok=True) |
| 249 | + data = os.urandom(3000) |
| 250 | + with managed_file.open("wb") as f: |
| 251 | + f.write(data) |
| 252 | + with managed_file.open("rb") as f: |
| 253 | + contents = f.read() |
| 254 | + assert data == contents |
| 255 | + |
| 256 | + # upload file into shared repo |
| 257 | + table.insert1((138, str(managed_file))) |
| 258 | + |
| 259 | + # remove file locally |
| 260 | + managed_file.unlink() |
| 261 | + assert not managed_file.is_file() |
| 262 | + |
| 263 | + # fetch file from remote |
| 264 | + filepath = (table & {"fnum": 138}).fetch1("img") |
| 265 | + assert isinstance(filepath, str) |
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