1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921
|
import copy
import datetime
import io
import os
import pathlib
import time
import warnings
import numpy as np
from jsonschema import ValidationError
from packaging.version import Version
from . import _display as display
from . import _node_info as node_info
from . import _version as version
from . import block, constants, generic_io, reference, schema, treeutil, util, versioning, yamlutil
from ._helpers import validate_version
from .config import config_context, get_config
from .exceptions import AsdfConversionWarning, AsdfDeprecationWarning, AsdfWarning
from .extension import (
AsdfExtension,
AsdfExtensionList,
Extension,
ExtensionProxy,
get_cached_asdf_extension_list,
get_cached_extension_manager,
)
from .search import AsdfSearchResult
from .tags.core import AsdfObject, ExtensionMetadata, HistoryEntry, Software
from .util import NotSet
def get_asdf_library_info():
"""
Get information about asdf to include in the asdf_library entry
in the Tree.
"""
return Software(
{
"name": "asdf",
"version": version.version,
"homepage": "http://github.com/asdf-format/asdf",
"author": "The ASDF Developers",
}
)
class AsdfFile:
"""
The main class that represents an ASDF file object.
"""
def __init__(
self,
tree=None,
uri=None,
extensions=None,
version=None,
ignore_version_mismatch=True,
ignore_unrecognized_tag=False,
ignore_implicit_conversion=False,
copy_arrays=False,
lazy_load=True,
custom_schema=None,
_readonly=False,
):
"""
Parameters
----------
tree : dict or AsdfFile, optional
The main tree data in the ASDF file. Must conform to the
ASDF schema.
uri : str, optional
The URI for this ASDF file. Used to resolve relative
references against. If not provided, will be
automatically determined from the associated file object,
if possible and if created from `asdf.AsdfFile.open`.
extensions : object, optional
Additional extensions to use when reading and writing the file.
May be any of the following: `asdf.extension.AsdfExtension`,
`asdf.extension.Extension`, `asdf.extension.AsdfExtensionList`
or a `list` of extensions.
version : str, optional
The ASDF Standard version. If not provided, defaults to the
configured default version. See `asdf.config.AsdfConfig.default_version`.
ignore_version_mismatch : bool, optional
When `True`, do not raise warnings for mismatched schema versions.
Set to `True` by default.
ignore_unrecognized_tag : bool, optional
When `True`, do not raise warnings for unrecognized tags. Set to
`False` by default.
ignore_implicit_conversion : bool
When `True`, do not raise warnings when types in the tree are
implicitly converted into a serializable object. The motivating
case for this is currently ``namedtuple``, which cannot be serialized
as-is.
copy_arrays : bool, optional
When `False`, when reading files, attempt to memmap underlying data
arrays when possible.
lazy_load : bool, optional
When `True` and the underlying file handle is seekable, data
arrays will only be loaded lazily: i.e. when they are accessed
for the first time. In this case the underlying file must stay
open during the lifetime of the tree. Setting to False causes
all data arrays to be loaded up front, which means that they
can be accessed even after the underlying file is closed.
Note: even if ``lazy_load`` is `False`, ``copy_arrays`` is still taken
into account.
custom_schema : str, optional
Path to a custom schema file that will be used for a secondary
validation pass. This can be used to ensure that particular ASDF
files follow custom conventions beyond those enforced by the
standard.
"""
# Don't use the version setter here; it tries to access
# the extensions, which haven't been assigned yet.
if version is None:
self._version = versioning.AsdfVersion(get_config().default_version)
else:
self._version = versioning.AsdfVersion(validate_version(version))
self._user_extensions = self._process_user_extensions(extensions)
self._plugin_extensions = self._process_plugin_extensions()
self._extension_manager = None
self._extension_list = None
if custom_schema is not None:
self._custom_schema = schema._load_schema_cached(custom_schema, self.resolver, True, False)
else:
self._custom_schema = None
self._ignore_version_mismatch = ignore_version_mismatch
self._ignore_unrecognized_tag = ignore_unrecognized_tag
self._ignore_implicit_conversion = ignore_implicit_conversion
# Set of (string, string) tuples representing tag version mismatches
# that we've already warned about for this file.
self._warned_tag_pairs = set()
self._file_format_version = None
# Context of a call to treeutil.walk_and_modify, needed in the AsdfFile
# in case walk_and_modify is re-entered by extension code (via
# custom_tree_to_tagged_tree or tagged_tree_to_custom_tree).
self._tree_modification_context = treeutil._TreeModificationContext()
self._fd = None
self._closed = False
self._external_asdf_by_uri = {}
self._blocks = block.BlockManager(self, copy_arrays=copy_arrays, lazy_load=lazy_load, readonly=_readonly)
self._uri = None
if tree is None:
# Bypassing the tree property here, to avoid validating
# an empty tree.
self._tree = AsdfObject()
elif isinstance(tree, AsdfFile):
if self.extensions != tree.extensions:
# TODO(eslavich): Why not? What if that's the goal
# of copying the file?
raise ValueError("Can not copy AsdfFile and change active extensions")
self._uri = tree.uri
# Set directly to self._tree (bypassing property), since
# we can assume the other AsdfFile is already valid.
self._tree = tree.tree
self.run_modifying_hook("copy_to_new_asdf", validate=False)
self.find_references()
else:
self.tree = tree
self.find_references()
if uri is not None:
self._uri = uri
self._comments = []
@property
def version(self):
"""
Get this AsdfFile's ASDF Standard version.
Returns
-------
asdf.versioning.AsdfVersion
"""
return self._version
@version.setter
def version(self, value):
"""
Set this AsdfFile's ASDF Standard version.
Parameters
----------
value : str or asdf.versioning.AsdfVersion
"""
self._version = versioning.AsdfVersion(validate_version(value))
# The new version may not be compatible with the previous
# set of extensions, so we need to check them again:
self._user_extensions = self._process_user_extensions(self._user_extensions)
self._plugin_extensions = self._process_plugin_extensions()
self._extension_manager = None
self._extension_list = None
@property
def version_string(self):
"""
Get this AsdfFile's ASDF Standard version as a string.
Returns
-------
str
"""
return str(self._version)
@property
def version_map(self):
return versioning.get_version_map(self.version_string)
@property
def extensions(self):
"""
Get the list of user extensions that are enabled for
use with this AsdfFile.
Returns
-------
list of asdf.extension.ExtensionProxy
"""
return self._user_extensions
@extensions.setter
def extensions(self, value):
"""
Set the list of user extensions that are enabled for
use with this AsdfFile.
Parameters
----------
value : list of asdf.extension.AsdfExtension or asdf.extension.Extension
"""
self._user_extensions = self._process_user_extensions(value)
self._extension_manager = None
self._extension_list = None
@property
def extension_manager(self):
"""
Get the ExtensionManager for this AsdfFile.
Returns
-------
asdf.extension.ExtensionManager
"""
if self._extension_manager is None:
self._extension_manager = get_cached_extension_manager(self._user_extensions + self._plugin_extensions)
return self._extension_manager
@property
def extension_list(self):
"""
Get the AsdfExtensionList for this AsdfFile.
Returns
-------
asdf.extension.AsdfExtensionList
"""
if self._extension_list is None:
self._extension_list = get_cached_asdf_extension_list(self._user_extensions + self._plugin_extensions)
return self._extension_list
def __enter__(self):
return self
def __exit__(self, type, value, traceback):
self.close()
def _check_extensions(self, tree, strict=False):
"""
Compare the user's installed extensions to metadata in the tree
and warn when a) an extension is missing or b) an extension is
present but the file was written with a later version of the
extension's package.
Parameters
----------
tree : AsdfObject
Fully converted tree of custom types.
strict : bool, optional
Set to `True` to convert warnings to exceptions.
"""
if "history" not in tree or not isinstance(tree["history"], dict) or "extensions" not in tree["history"]:
return
for extension in tree["history"]["extensions"]:
installed = None
for ext in self._user_extensions + self._plugin_extensions:
if (
extension.extension_uri is not None
and extension.extension_uri == ext.extension_uri
or extension.extension_uri is None
and extension.extension_class in ext.legacy_class_names
):
installed = ext
break
filename = f"'{self._fname}' " if self._fname else ""
if extension.extension_uri is not None:
extension_description = f"URI '{extension.extension_uri}'"
else:
extension_description = f"class '{extension.extension_class}'"
if extension.software is not None:
extension_description += (
f" (from package {extension.software['name']}=={extension.software['version']})"
)
if installed is None:
msg = (
f"File {filename}was created with extension "
f"{extension_description}, which is not currently installed"
)
if strict:
raise RuntimeError(msg)
else:
warnings.warn(msg, AsdfWarning)
elif extension.software:
# Local extensions may not have a real version. If the package name changed,
# then the version sequence may have been reset.
if installed.package_version is None or installed.package_name != extension.software["name"]:
continue
# Compare version in file metadata with installed version
if Version(installed.package_version) < Version(extension.software["version"]):
msg = (
f"File {filename}was created with extension {extension_description}, "
f"but older package ({installed.package_name}=={installed.package_version}) is installed."
)
if strict:
raise RuntimeError(msg)
else:
warnings.warn(msg, AsdfWarning)
def _process_plugin_extensions(self):
"""
Select installed extensions that are compatible with this
file's ASDF Standard version.
Returns
-------
list of asdf.extension.ExtensionProxy
"""
return [e for e in get_config().extensions if self.version_string in e.asdf_standard_requirement]
def _process_user_extensions(self, extensions):
"""
Validate a list of extensions requested by the user
add missing extensions registered with the current `AsdfConfig`.
Parameters
----------
extensions : object
May be any of the following: `asdf.extension.AsdfExtension`,
`asdf.extension.Extension`, `asdf.extension.AsdfExtensionList`
or a `list` of extensions.
Returns
-------
list of asdf.extension.ExtensionProxy
"""
if extensions is None:
extensions = []
elif isinstance(extensions, (AsdfExtension, Extension, ExtensionProxy)):
extensions = [extensions]
elif isinstance(extensions, AsdfExtensionList):
extensions = extensions.extensions
if not isinstance(extensions, list):
raise TypeError(
"The extensions parameter must be an extension, list of extensions, or instance of AsdfExtensionList"
)
extensions = [ExtensionProxy.maybe_wrap(e) for e in extensions]
result = []
for extension in extensions:
if self.version_string not in extension.asdf_standard_requirement:
warnings.warn(
f"Extension {extension} does not support ASDF Standard {self.version_string}. "
"It has been disabled.",
AsdfWarning,
)
else:
result.append(extension)
return result
def _update_extension_history(self, serialization_context):
"""
Update the extension metadata on this file's tree to reflect
extensions used during serialization.
Parameters
----------
serialization_context : asdf.asdf.SerializationContext
The context that was used to serialize the tree.
"""
if serialization_context.version < versioning.NEW_HISTORY_FORMAT_MIN_VERSION:
return
if "history" not in self.tree:
self.tree["history"] = dict(extensions=[])
# Support clients who are still using the old history format
elif isinstance(self.tree["history"], list):
histlist = self.tree["history"]
self.tree["history"] = dict(entries=histlist, extensions=[])
warnings.warn(
"The ASDF history format has changed in order to "
"support metadata about extensions. History entries "
"should now be stored under tree['history']['entries'].",
AsdfWarning,
)
elif "extensions" not in self.tree["history"]:
self.tree["history"]["extensions"] = []
for extension in serialization_context._extensions_used:
ext_name = extension.class_name
ext_meta = ExtensionMetadata(extension_class=ext_name)
if extension.package_name is not None:
ext_meta["software"] = Software(name=extension.package_name, version=extension.package_version)
if extension.extension_uri is not None:
ext_meta["extension_uri"] = extension.extension_uri
if extension.compressors:
ext_meta["supported_compression"] = [comp.label.decode("ascii") for comp in extension.compressors]
for i, entry in enumerate(self.tree["history"]["extensions"]):
# Update metadata about this extension if it already exists
if (
entry.extension_uri is not None
and entry.extension_uri == extension.extension_uri
or entry.extension_class in extension.legacy_class_names
):
self.tree["history"]["extensions"][i] = ext_meta
break
else:
self.tree["history"]["extensions"].append(ext_meta)
@property
def file_format_version(self):
if self._file_format_version is None:
return versioning.AsdfVersion(self.version_map["FILE_FORMAT"])
else:
return self._file_format_version
def close(self):
"""
Close the file handles associated with the `asdf.AsdfFile`.
"""
if self._fd and not self._closed:
# This is ok to always do because GenericFile knows
# whether it "owns" the file and should close it.
self._fd.close()
self._fd = None
self._closed = True
for external in self._external_asdf_by_uri.values():
external.close()
self._external_asdf_by_uri.clear()
self._blocks.close()
def copy(self):
return self.__class__(
copy.deepcopy(self._tree),
self._uri,
self._user_extensions,
)
__copy__ = __deepcopy__ = copy
@property
def uri(self):
"""
Get the URI associated with the `AsdfFile`.
In many cases, it is automatically determined from the file
handle used to read or write the file.
"""
if self._uri is not None:
return self._uri
if self._fd is not None:
return self._fd._uri
return None
@property
def tag_to_schema_resolver(self):
warnings.warn(
"The 'tag_to_schema_resolver' property is deprecated. Use 'tag_mapping' instead.", AsdfDeprecationWarning
)
return self.extension_list.tag_mapping
@property
def tag_mapping(self):
return self.extension_list.tag_mapping
@property
def url_mapping(self):
return self.extension_list.url_mapping
@property
def resolver(self):
return self.extension_list.resolver
@property
def type_index(self):
return self.extension_list.type_index
def resolve_uri(self, uri):
"""
Resolve a (possibly relative) URI against the URI of this ASDF
file. May be overridden by base classes to change how URIs
are resolved. This does not apply any ``uri_mapping`` that was
passed to the constructor.
Parameters
----------
uri : str
An absolute or relative URI to resolve against the URI of
this ASDF file.
Returns
-------
uri : str
The resolved URI.
"""
return generic_io.resolve_uri(self.uri, uri)
def open_external(self, uri, **kwargs):
"""
Open an external ASDF file, from the given (possibly relative)
URI. There is a cache (internal to this ASDF file) that ensures
each external ASDF file is loaded only once.
Parameters
----------
uri : str
An absolute or relative URI to resolve against the URI of
this ASDF file.
Returns
-------
asdffile : AsdfFile
The external ASDF file.
"""
# For a cache key, we want to ignore the "fragment" part.
base_uri = util.get_base_uri(uri)
resolved_uri = self.resolve_uri(base_uri)
# A uri like "#" should resolve back to ourself. In that case,
# just return `self`.
if resolved_uri == "" or resolved_uri == self.uri:
return self
asdffile = self._external_asdf_by_uri.get(resolved_uri)
if asdffile is None:
asdffile = open_asdf(resolved_uri, mode="r", **kwargs)
self._external_asdf_by_uri[resolved_uri] = asdffile
return asdffile
@property
def tree(self):
"""
Get/set the tree of data in the ASDF file.
When set, the tree will be validated against the ASDF schema.
"""
if self._closed:
raise OSError("Cannot access data from closed ASDF file")
return self._tree
@tree.setter
def tree(self, tree):
asdf_object = AsdfObject(tree)
# Only perform custom validation if the tree is not empty
self._validate(asdf_object, custom=bool(tree))
self._tree = asdf_object
def keys(self):
return self.tree.keys()
def __getitem__(self, key):
return self.tree[key]
def __setitem__(self, key, value):
self.tree[key] = value
def __contains__(self, item):
return item in self.tree
@property
def comments(self):
"""
Get the comments after the header, before the tree.
"""
return self._comments
def _validate(self, tree, custom=True, reading=False):
if reading:
# If we're validating on read then the tree
# is already guaranteed to be in tagged form.
tagged_tree = tree
else:
tagged_tree = yamlutil.custom_tree_to_tagged_tree(tree, self)
schema.validate(tagged_tree, self, reading=reading)
# Perform secondary validation pass if requested
if custom and self._custom_schema:
schema.validate(tagged_tree, self, self._custom_schema, reading=reading)
def validate(self):
"""
Validate the current state of the tree against the ASDF schema.
"""
self._validate(self._tree)
def make_reference(self, path=[]):
"""
Make a new reference to a part of this file's tree, that can be
assigned as a reference to another tree.
Parameters
----------
path : list of str and int, optional
The parts of the path pointing to an item in this tree.
If omitted, points to the root of the tree.
Returns
-------
reference :
A reference object.
Examples
--------
For the given AsdfFile ``ff``, add an external reference to the data in
an external file::
>>> import asdf
>>> flat = asdf.open("http://stsci.edu/reference_files/flat.asdf") # doctest: +SKIP
>>> ff.tree['flat_field'] = flat.make_reference(['data']) # doctest: +SKIP
"""
return reference.make_reference(self, path)
@property
def blocks(self):
"""
Get the block manager associated with the `AsdfFile`.
"""
return self._blocks
def set_array_storage(self, arr, array_storage):
"""
Set the block type to use for the given array data.
Parameters
----------
arr : numpy.ndarray
The array to set. If multiple views of the array are in
the tree, only the most recent block type setting will be
used, since all views share a single block.
array_storage : str
Must be one of:
- ``internal``: The default. The array data will be
stored in a binary block in the same ASDF file.
- ``external``: Store the data in a binary block in a
separate ASDF file.
- ``inline``: Store the data as YAML inline in the tree.
"""
block = self.blocks[arr]
self.blocks.set_array_storage(block, array_storage)
def get_array_storage(self, arr):
"""
Get the block type for the given array data.
Parameters
----------
arr : numpy.ndarray
"""
return self.blocks[arr].array_storage
def set_array_compression(self, arr, compression, **compression_kwargs):
"""
Set the compression to use for the given array data.
Parameters
----------
arr : numpy.ndarray
The array to set. If multiple views of the array are in
the tree, only the most recent compression setting will be
used, since all views share a single block.
compression : str or None
Must be one of:
- ``''`` or `None`: no compression
- ``zlib``: Use zlib compression
- ``bzp2``: Use bzip2 compression
- ``lz4``: Use lz4 compression
- ``input``: Use the same compression as in the file read.
If there is no prior file, acts as None.
"""
self.blocks[arr].output_compression = compression
self.blocks[arr].output_compression_kwargs = compression_kwargs
def get_array_compression(self, arr):
"""
Get the compression type for the given array data.
Parameters
----------
arr : numpy.ndarray
Returns
-------
compression : str or None
"""
return self.blocks[arr].output_compression
def get_array_compression_kwargs(self, arr):
""" """
return self.blocks[arr].output_compression_kwargs
@classmethod
def _parse_header_line(cls, line):
"""
Parses the header line in a ASDF file to obtain the ASDF version.
"""
parts = line.split()
if len(parts) != 2 or parts[0] != constants.ASDF_MAGIC:
raise ValueError("Does not appear to be a ASDF file.")
try:
version = versioning.AsdfVersion(parts[1].decode("ascii"))
except ValueError:
raise ValueError(f"Unparsable version in ASDF file: {parts[1]}")
return version
@classmethod
def _read_comment_section(cls, fd):
"""
Reads the comment section, between the header line and the
Tree or first block.
"""
content = fd.read_until(
b"(%YAML)|(" + constants.BLOCK_MAGIC + b")", 5, "start of content", include=False, exception=False
)
comments = []
lines = content.splitlines()
for line in lines:
if not line.startswith(b"#"):
raise ValueError("Invalid content between header and tree")
comments.append(line[1:].strip())
return comments
@classmethod
def _find_asdf_version_in_comments(cls, comments):
for comment in comments:
parts = comment.split()
if len(parts) == 2 and parts[0] == constants.ASDF_STANDARD_COMMENT:
try:
version = versioning.AsdfVersion(parts[1].decode("ascii"))
except ValueError:
pass
else:
return version
return None
@classmethod
def _open_asdf(
cls,
self,
fd,
validate_checksums=False,
extensions=None,
_get_yaml_content=False,
_force_raw_types=False,
strict_extension_check=False,
ignore_missing_extensions=False,
**kwargs,
):
"""Attempt to populate AsdfFile data from file-like object"""
if strict_extension_check and ignore_missing_extensions:
raise ValueError("'strict_extension_check' and 'ignore_missing_extensions' are incompatible options")
with config_context() as config:
_handle_deprecated_kwargs(config, kwargs)
self._mode = fd.mode
self._fd = fd
# The filename is currently only used for tracing warning information
self._fname = self._fd._uri if self._fd._uri else ""
header_line = fd.read_until(b"\r?\n", 2, "newline", include=True)
self._file_format_version = cls._parse_header_line(header_line)
self.version = self._file_format_version
self._comments = cls._read_comment_section(fd)
version = cls._find_asdf_version_in_comments(self._comments)
if version is not None:
self.version = version
# Now that version is set for good, we can add any additional
# extensions, which may have narrow ASDF Standard version
# requirements.
if extensions:
self.extensions = extensions
yaml_token = fd.read(4)
has_blocks = False
tree = None
if yaml_token == b"%YAM":
reader = fd.reader_until(
constants.YAML_END_MARKER_REGEX, 7, "End of YAML marker", include=True, initial_content=yaml_token
)
# For testing: just return the raw YAML content
if _get_yaml_content:
yaml_content = reader.read()
fd.close()
return yaml_content
# We parse the YAML content into basic data structures
# now, but we don't do anything special with it until
# after the blocks have been read
tree = yamlutil.load_tree(reader)
has_blocks = fd.seek_until(constants.BLOCK_MAGIC, 4, include=True, exception=False)
elif yaml_token == constants.BLOCK_MAGIC:
has_blocks = True
elif yaml_token != b"":
raise OSError("ASDF file appears to contain garbage after header.")
if tree is None:
# At this point the tree should be tagged, but we want it to be
# tagged with the core/asdf version appropriate to this file's
# ASDF Standard version. We're using custom_tree_to_tagged_tree
# to select the correct tag for us.
tree = yamlutil.custom_tree_to_tagged_tree(AsdfObject(), self)
if has_blocks:
self._blocks.read_internal_blocks(fd, past_magic=True, validate_checksums=validate_checksums)
self._blocks.read_block_index(fd, self)
tree = reference.find_references(tree, self)
if self.version <= versioning.FILL_DEFAULTS_MAX_VERSION and get_config().legacy_fill_schema_defaults:
schema.fill_defaults(tree, self, reading=True)
if get_config().validate_on_read:
try:
self._validate(tree, reading=True)
except ValidationError:
self.close()
raise
tree = yamlutil.tagged_tree_to_custom_tree(tree, self, _force_raw_types)
if not (ignore_missing_extensions or _force_raw_types):
self._check_extensions(tree, strict=strict_extension_check)
self._tree = tree
self.run_hook("post_read")
return self
@classmethod
def _open_impl(
cls,
self,
fd,
uri=None,
mode="r",
validate_checksums=False,
extensions=None,
_get_yaml_content=False,
_force_raw_types=False,
strict_extension_check=False,
ignore_missing_extensions=False,
**kwargs,
):
"""Attempt to open file-like object as either AsdfFile or AsdfInFits"""
close_on_fail = isinstance(fd, (str, pathlib.Path))
generic_file = generic_io.get_file(fd, mode=mode, uri=uri)
try:
return cls._open_generic_file(
self,
generic_file,
uri,
validate_checksums,
extensions,
_get_yaml_content,
_force_raw_types,
strict_extension_check,
ignore_missing_extensions,
**kwargs,
)
except Exception as e:
if close_on_fail:
generic_file.close()
raise e
@classmethod
def _open_generic_file(
cls,
self,
generic_file,
uri=None,
validate_checksums=False,
extensions=None,
_get_yaml_content=False,
_force_raw_types=False,
strict_extension_check=False,
ignore_missing_extensions=False,
**kwargs,
):
"""Attempt to open a generic_file instance as either AsdfFile or AsdfInFits"""
file_type = util.get_file_type(generic_file)
if file_type == util.FileType.FITS:
try:
# TODO: this feels a bit circular, try to clean up. Also
# this introduces another dependency on astropy which may
# not be desirable.
from . import fits_embed
return fits_embed.AsdfInFits._open_impl(
generic_file,
uri=uri,
validate_checksums=validate_checksums,
extensions=extensions,
ignore_version_mismatch=self._ignore_version_mismatch,
strict_extension_check=strict_extension_check,
ignore_missing_extensions=ignore_missing_extensions,
ignore_unrecognized_tag=self._ignore_unrecognized_tag,
**kwargs,
)
except ValueError:
raise ValueError(
"Input object does not appear to be an ASDF file or a FITS with ASDF extension"
) from None
except ImportError:
raise ValueError(
"Input object does not appear to be an ASDF file. Cannot check "
"if it is a FITS with ASDF extension because 'astropy' is not "
"installed"
) from None
elif file_type == util.FileType.ASDF:
return cls._open_asdf(
self,
generic_file,
validate_checksums=validate_checksums,
extensions=extensions,
_get_yaml_content=_get_yaml_content,
_force_raw_types=_force_raw_types,
strict_extension_check=strict_extension_check,
ignore_missing_extensions=ignore_missing_extensions,
**kwargs,
)
else:
raise ValueError("Input object does not appear to be an ASDF file or a FITS with ASDF extension")
@classmethod
def open(
cls,
fd,
uri=None,
mode="r",
validate_checksums=False,
extensions=None,
ignore_version_mismatch=True,
ignore_unrecognized_tag=False,
_force_raw_types=False,
copy_arrays=False,
lazy_load=True,
custom_schema=None,
strict_extension_check=False,
ignore_missing_extensions=False,
**kwargs,
):
"""
Open an existing ASDF file.
.. deprecated:: 2.2
Use `asdf.open` instead.
"""
warnings.warn(
"The method AsdfFile.open has been deprecated and will be removed "
"in asdf-3.0. Use the top-level asdf.open function instead.",
AsdfDeprecationWarning,
)
return open_asdf(
fd,
uri=uri,
mode=mode,
validate_checksums=validate_checksums,
extensions=extensions,
ignore_version_mismatch=ignore_version_mismatch,
ignore_unrecognized_tag=ignore_unrecognized_tag,
_force_raw_types=_force_raw_types,
copy_arrays=copy_arrays,
lazy_load=lazy_load,
custom_schema=custom_schema,
strict_extension_check=strict_extension_check,
ignore_missing_extensions=ignore_missing_extensions,
_compat=True,
**kwargs,
)
def _write_tree(self, tree, fd, pad_blocks):
fd.write(constants.ASDF_MAGIC)
fd.write(b" ")
fd.write(self.version_map["FILE_FORMAT"].encode("ascii"))
fd.write(b"\n")
fd.write(b"#")
fd.write(constants.ASDF_STANDARD_COMMENT)
fd.write(b" ")
fd.write(self.version_string.encode("ascii"))
fd.write(b"\n")
if len(tree):
serialization_context = self._create_serialization_context()
compression_extensions = self.blocks.get_output_compression_extensions()
for ext in compression_extensions:
serialization_context._mark_extension_used(ext)
def _tree_finalizer(tagged_tree):
"""
The list of extensions used is not known until after
serialization, so we're using a hook provided by
yamlutil.dump_tree to update extension metadata
after the tree has been converted to tagged objects.
"""
self._update_extension_history(serialization_context)
if "history" in self.tree:
tagged_tree["history"] = yamlutil.custom_tree_to_tagged_tree(
self.tree["history"], self, _serialization_context=serialization_context
)
else:
tagged_tree.pop("history", None)
yamlutil.dump_tree(
tree, fd, self, tree_finalizer=_tree_finalizer, _serialization_context=serialization_context
)
if pad_blocks:
padding = util.calculate_padding(fd.tell(), pad_blocks, fd.block_size)
fd.fast_forward(padding)
def _pre_write(self, fd, all_array_storage, all_array_compression, compression_kwargs=None):
if all_array_storage not in (None, "internal", "external", "inline"):
raise ValueError(f"Invalid value for all_array_storage: '{all_array_storage}'")
self._all_array_storage = all_array_storage
self._all_array_compression = all_array_compression
self._all_array_compression_kwargs = compression_kwargs
if len(self._tree):
self.run_hook("pre_write")
# This is where we'd do some more sophisticated block
# reorganization, if necessary
self._blocks.finalize(self)
self._tree["asdf_library"] = get_asdf_library_info()
def _serial_write(self, fd, pad_blocks, include_block_index):
self._write_tree(self._tree, fd, pad_blocks)
self.blocks.write_internal_blocks_serial(fd, pad_blocks)
self.blocks.write_external_blocks(fd.uri, pad_blocks)
if include_block_index:
self.blocks.write_block_index(fd, self)
def _random_write(self, fd, pad_blocks, include_block_index):
self._write_tree(self._tree, fd, False)
self.blocks.write_internal_blocks_random_access(fd)
self.blocks.write_external_blocks(fd.uri, pad_blocks)
if include_block_index:
self.blocks.write_block_index(fd, self)
fd.truncate()
def _post_write(self, fd):
if len(self._tree):
self.run_hook("post_write")
def update(
self,
all_array_storage=None,
all_array_compression="input",
pad_blocks=False,
include_block_index=True,
version=None,
compression_kwargs=None,
**kwargs,
):
"""
Update the file on disk in place.
Parameters
----------
all_array_storage : string, optional
If provided, override the array storage type of all blocks
in the file immediately before writing. Must be one of:
- ``internal``: The default. The array data will be
stored in a binary block in the same ASDF file.
- ``external``: Store the data in a binary block in a
separate ASDF file.
- ``inline``: Store the data as YAML inline in the tree.
all_array_compression : string, optional
If provided, set the compression type on all binary blocks
in the file. Must be one of:
- ``''`` or `None`: No compression.
- ``zlib``: Use zlib compression.
- ``bzp2``: Use bzip2 compression.
- ``lz4``: Use lz4 compression.
- ``input``: Use the same compression as in the file read.
If there is no prior file, acts as None
pad_blocks : float or bool, optional
Add extra space between blocks to allow for updating of
the file. If `False` (default), add no padding (always
return 0). If `True`, add a default amount of padding of
10% If a float, it is a factor to multiple content_size by
to get the new total size.
include_block_index : bool, optional
If `False`, don't include a block index at the end of the
file. (Default: `True`) A block index is never written
if the file has a streamed block.
version : str, optional
Update the ASDF Standard version of this AsdfFile before
writing.
auto_inline : int, optional
DEPRECATED. When the number of elements in an array is less
than this threshold, store the array as inline YAML, rather
than a binary block. This only works on arrays that do not
share data with other arrays. Default is the value specified
in ``asdf.get_config().array_inline_threshold``.
"""
with config_context() as config:
_handle_deprecated_kwargs(config, kwargs)
fd = self._fd
if fd is None:
raise ValueError("Can not update, since there is no associated file")
if not fd.writable():
raise OSError(
"Can not update, since associated file is read-only. Make "
"sure that the AsdfFile was opened with mode='rw' and the "
"underlying file handle is writable."
)
if version is not None:
self.version = version
if all_array_storage == "external":
# If the file is fully exploded, there's no benefit to
# update, so just use write_to()
self.write_to(fd, all_array_storage=all_array_storage)
fd.truncate()
return
if not fd.seekable():
raise OSError("Can not update, since associated file is not seekable")
self.blocks.finish_reading_internal_blocks()
# flush all pending memmap writes
if fd.can_memmap():
fd.flush_memmap()
self._pre_write(fd, all_array_storage, all_array_compression, compression_kwargs=compression_kwargs)
try:
fd.seek(0)
if not self.blocks.has_blocks_with_offset():
# If we don't have any blocks that are being reused, just
# write out in a serial fashion.
self._serial_write(fd, pad_blocks, include_block_index)
fd.truncate()
return
# Estimate how big the tree will be on disk by writing the
# YAML out in memory. Since the block indices aren't yet
# known, we have to count the number of block references and
# add enough space to accommodate the largest block number
# possible there.
tree_serialized = io.BytesIO()
self._write_tree(self._tree, tree_serialized, pad_blocks=False)
array_ref_count = [0]
from .tags.core.ndarray import NDArrayType
for node in treeutil.iter_tree(self._tree):
if isinstance(node, (np.ndarray, NDArrayType)) and self.blocks[node].array_storage == "internal":
array_ref_count[0] += 1
serialized_tree_size = tree_serialized.tell() + constants.MAX_BLOCKS_DIGITS * array_ref_count[0]
if not block.calculate_updated_layout(self.blocks, serialized_tree_size, pad_blocks, fd.block_size):
# If we don't have any blocks that are being reused, just
# write out in a serial fashion.
self._serial_write(fd, pad_blocks, include_block_index)
fd.truncate()
return
fd.seek(0)
self._random_write(fd, pad_blocks, include_block_index)
fd.flush()
finally:
self._post_write(fd)
# close memmaps so they will regenerate
if fd.can_memmap():
fd.close_memmap()
# also clean any memmapped blocks
for b in self.blocks._internal_blocks:
if b._memmapped:
b._memmapped = False
b._data = None
def write_to(
self,
fd,
all_array_storage=None,
all_array_compression="input",
pad_blocks=False,
include_block_index=True,
version=None,
compression_kwargs=None,
**kwargs,
):
"""
Write the ASDF file to the given file-like object.
`write_to` does not change the underlying file descriptor in
the `asdf.AsdfFile` object, but merely copies the content to a new
file.
Parameters
----------
fd : string or file-like object
May be a string path to a file, or a Python file-like
object. If a string path, the file is automatically
closed after writing. If not a string path, it is the
caller's responsibility to close the object.
all_array_storage : string, optional
If provided, override the array storage type of all blocks
in the file immediately before writing. Must be one of:
- ``internal``: The default. The array data will be
stored in a binary block in the same ASDF file.
- ``external``: Store the data in a binary block in a
separate ASDF file.
- ``inline``: Store the data as YAML inline in the tree.
all_array_compression : string, optional
If provided, set the compression type on all binary blocks
in the file. Must be one of:
- ``''`` or `None`: No compression.
- ``zlib``: Use zlib compression.
- ``bzp2``: Use bzip2 compression.
- ``lz4``: Use lz4 compression.
- ``input``: Use the same compression as in the file read.
If there is no prior file, acts as None.
pad_blocks : float or bool, optional
Add extra space between blocks to allow for updating of
the file. If `False` (default), add no padding (always
return 0). If `True`, add a default amount of padding of
10% If a float, it is a factor to multiple content_size by
to get the new total size.
include_block_index : bool, optional
If `False`, don't include a block index at the end of the
file. (Default: `True`) A block index is never written
if the file has a streamed block.
version : str, optional
Update the ASDF Standard version of this AsdfFile before
writing.
auto_inline : int, optional
DEPRECATED.
When the number of elements in an array is less than this
threshold, store the array as inline YAML, rather than a
binary block. This only works on arrays that do not share
data with other arrays. Default is the value specified in
``asdf.get_config().array_inline_threshold``.
"""
with config_context() as config:
_handle_deprecated_kwargs(config, kwargs)
if version is not None:
self.version = version
with generic_io.get_file(fd, mode="w") as fd:
# TODO: This is not ideal: we really should pass the URI through
# explicitly to wherever it is required instead of making it an
# attribute of the AsdfFile.
if self._uri is None:
self._uri = fd.uri
self._pre_write(fd, all_array_storage, all_array_compression, compression_kwargs=compression_kwargs)
try:
self._serial_write(fd, pad_blocks, include_block_index)
fd.flush()
finally:
self._post_write(fd)
def find_references(self):
"""
Finds all external "JSON References" in the tree and converts
them to ``reference.Reference`` objects.
"""
# Set directly to self._tree, since it doesn't need to be re-validated.
self._tree = reference.find_references(self._tree, self)
def resolve_references(self, **kwargs):
"""
Finds all external "JSON References" in the tree, loads the
external content, and places it directly in the tree. Saving
a ASDF file after this operation means it will have no
external references, and will be completely self-contained.
"""
# Set to the property self.tree so the resulting "complete"
# tree will be validated.
self.tree = reference.resolve_references(self._tree, self)
def run_hook(self, hookname):
"""
Run a "hook" for each custom type found in the tree.
Parameters
----------
hookname : str
The name of the hook. If a `asdf.types.AsdfType` is found with a method
with this name, it will be called for every instance of the
corresponding custom type in the tree.
"""
type_index = self.type_index
if not type_index.has_hook(hookname):
return
for node in treeutil.iter_tree(self._tree):
hook = type_index.get_hook_for_type(hookname, type(node), self.version_string)
if hook is not None:
hook(node, self)
def run_modifying_hook(self, hookname, validate=True):
"""
Run a "hook" for each custom type found in the tree. The hook
is free to return a different object in order to modify the
tree.
Parameters
----------
hookname : str
The name of the hook. If a `asdf.types.AsdfType` is found with a method
with this name, it will be called for every instance of the
corresponding custom type in the tree.
validate : bool
When `True` (default) validate the resulting tree.
"""
type_index = self.type_index
if not type_index.has_hook(hookname):
return
def walker(node):
hook = type_index.get_hook_for_type(hookname, type(node), self.version_string)
if hook is not None:
return hook(node, self)
return node
tree = treeutil.walk_and_modify(self.tree, walker, ignore_implicit_conversion=self._ignore_implicit_conversion)
if validate:
self._validate(tree)
self._tree = tree
return self._tree
def resolve_and_inline(self):
"""
Resolves all external references and inlines all data. This
produces something that, when saved, is a 100% valid YAML
file.
"""
self.blocks.finish_reading_internal_blocks()
self.resolve_references()
for b in list(self.blocks.blocks):
self.blocks.set_array_storage(b, "inline")
def fill_defaults(self):
"""
Fill in any values that are missing in the tree using default
values from the schema.
"""
tree = yamlutil.custom_tree_to_tagged_tree(self._tree, self)
schema.fill_defaults(tree, self)
self._tree = yamlutil.tagged_tree_to_custom_tree(tree, self)
def remove_defaults(self):
"""
Remove any values in the tree that are the same as the default
values in the schema
"""
tree = yamlutil.custom_tree_to_tagged_tree(self._tree, self)
schema.remove_defaults(tree, self)
self._tree = yamlutil.tagged_tree_to_custom_tree(tree, self)
def add_history_entry(self, description, software=None):
"""
Add an entry to the history list.
Parameters
----------
description : str
A description of the change.
software : dict or list of dict
A description of the software used. It should not include
asdf itself, as that is automatically notated in the
``asdf_library`` entry.
Each dict must have the following keys:
- ``name``: The name of the software
- ``author``: The author or institution that produced the software
- ``homepage``: A URI to the homepage of the software
- ``version``: The version of the software
"""
if isinstance(software, list):
software = [Software(x) for x in software]
elif software is not None:
software = Software(software)
time_ = datetime.datetime.utcfromtimestamp(
int(os.environ.get("SOURCE_DATE_EPOCH", time.time())),
)
entry = HistoryEntry(
{
"description": description,
"time": time_,
}
)
if software is not None:
entry["software"] = software
if self.version >= versioning.NEW_HISTORY_FORMAT_MIN_VERSION:
if "history" not in self.tree:
self.tree["history"] = dict(entries=[])
elif "entries" not in self.tree["history"]:
self.tree["history"]["entries"] = []
self.tree["history"]["entries"].append(entry)
try:
self.validate()
except Exception:
self.tree["history"]["entries"].pop()
raise
else:
if "history" not in self.tree:
self.tree["history"] = []
self.tree["history"].append(entry)
try:
self.validate()
except Exception:
self.tree["history"].pop()
raise
def get_history_entries(self):
"""
Get a list of history entries from the file object.
Returns
-------
entries : list
A list of history entries.
"""
if "history" not in self.tree:
return []
if isinstance(self.tree["history"], list):
return self.tree["history"]
if "entries" in self.tree["history"]:
return self.tree["history"]["entries"]
return []
def schema_info(self, key="description", path=None, preserve_list=True, refresh_extension_manager=False):
"""
Get a nested dictionary of the schema information for a given key, relative to the path.
Parameters
----------
key : str
The key to look up.
Default: "description"
path : str or asdf.search.AsdfSearchResult
A dot-separated path to the parameter to find the key information on or
an `asdf.search.AsdfSearchResult` object.
Default = None (full dictionary).
preserve_list : bool
If True, then lists are preserved. Otherwise, they are turned into dicts.
refresh_extension_manager : bool
If `True`, refresh the extension manager before looking up the
key. This is useful if you want to make sure that the schema
data for a given key is up to date.
"""
if isinstance(path, AsdfSearchResult):
return path.schema_info(
key, preserve_list=preserve_list, refresh_extension_manager=refresh_extension_manager
)
else:
return node_info.collect_schema_info(
key, path, self.tree, preserve_list=preserve_list, refresh_extension_manager=refresh_extension_manager
)
def info(
self,
max_rows=display.DEFAULT_MAX_ROWS,
max_cols=display.DEFAULT_MAX_COLS,
show_values=display.DEFAULT_SHOW_VALUES,
refresh_extension_manager=False,
):
"""
Print a rendering of this file's tree to stdout.
Parameters
----------
max_rows : int, tuple, or None, optional
Maximum number of lines to print. Nodes that cannot be
displayed will be elided with a message.
If int, constrain total number of displayed lines.
If tuple, constrain lines per node at the depth corresponding \
to the tuple index.
If None, display all lines.
max_cols : int or None, optional
Maximum length of line to print. Nodes that cannot
be fully displayed will be truncated with a message.
If int, constrain length of displayed lines.
If None, line length is unconstrained.
show_values : bool, optional
Set to False to disable display of primitive values in
the rendered tree.
"""
lines = display.render_tree(
self.tree,
max_rows=max_rows,
max_cols=max_cols,
show_values=show_values,
identifier="root",
refresh_extension_manager=refresh_extension_manager,
)
print("\n".join(lines))
def search(self, key=NotSet, type=NotSet, value=NotSet, filter=None):
"""
Search this file's tree.
Parameters
----------
key : NotSet, str, or any other object
Search query that selects nodes by dict key or list index.
If NotSet, the node key is unconstrained.
If str, the input is searched among keys/indexes as a regular
expression pattern.
If any other object, node's key or index must equal the queried key.
type : NotSet, str, or builtins.type
Search query that selects nodes by type.
If NotSet, the node type is unconstrained.
If str, the input is searched among (fully qualified) node type
names as a regular expression pattern.
If builtins.type, the node must be an instance of the input.
value : NotSet, str, or any other object
Search query that selects nodes by value.
If NotSet, the node value is unconstrained.
If str, the input is searched among values as a regular
expression pattern.
If any other object, node's value must equal the queried value.
filter : callable
Callable that filters nodes by arbitrary criteria.
The callable accepts one or two arguments:
- the node
- the node's list index or dict key (optional)
and returns True to retain the node, or False to remove it from
the search results.
Returns
-------
asdf.search.AsdfSearchResult
the result of the search
"""
result = AsdfSearchResult(["root"], self.tree)
return result.search(key=key, type=type, value=value, filter=filter)
# This function is called from within TypeIndex when deserializing
# the tree for this file. It is kept here so that we can keep
# state on the AsdfFile and prevent a flood of warnings for the
# same tag.
def _warn_tag_mismatch(self, tag, best_tag):
if not self._ignore_version_mismatch and (tag, best_tag) not in self._warned_tag_pairs:
message = (
f"No explicit ExtensionType support provided for tag '{tag}'. "
f"The ExtensionType subclass for tag '{best_tag}' will be used instead. "
"This fallback behavior will be removed in asdf 3.0."
)
warnings.warn(message, AsdfConversionWarning)
self._warned_tag_pairs.add((tag, best_tag))
# This function is called from within yamlutil methods to create
# a context when one isn't explicitly passed in.
def _create_serialization_context(self):
return SerializationContext(self.version_string, self.extension_manager, self.uri)
def _check_and_set_mode(fileobj, asdf_mode):
if asdf_mode is not None and asdf_mode not in ["r", "rw"]:
raise ValueError(f"Unrecognized asdf mode '{asdf_mode}'. Must be either 'r' or 'rw'")
if asdf_mode is None:
if isinstance(fileobj, io.IOBase):
return "rw" if fileobj.writable() else "r"
if isinstance(fileobj, generic_io.GenericFile):
return fileobj.mode
# This is the safest assumption for the default fallback
return "r"
return asdf_mode
_DEPRECATED_KWARG_TO_CONFIG_PROPERTY = {
"auto_inline": ("array_inline_threshold", lambda v: v),
"validate_on_read": ("validate_on_read", lambda v: v),
"do_not_fill_defaults": ("legacy_fill_schema_defaults", lambda v: not v),
}
def _handle_deprecated_kwargs(config, kwargs):
for key, value in kwargs.items():
if key in _DEPRECATED_KWARG_TO_CONFIG_PROPERTY:
config_property, func = _DEPRECATED_KWARG_TO_CONFIG_PROPERTY[key]
warnings.warn(
f"The '{key}' argument is deprecated, set asdf.get_config().{config_property} instead.",
AsdfDeprecationWarning,
)
setattr(config, config_property, func(value))
else:
raise TypeError(f"Unexpected keyword argument '{key}'")
def open_asdf(
fd,
uri=None,
mode=None,
validate_checksums=False,
extensions=None,
ignore_version_mismatch=True,
ignore_unrecognized_tag=False,
_force_raw_types=False,
copy_arrays=False,
lazy_load=True,
custom_schema=None,
strict_extension_check=False,
ignore_missing_extensions=False,
_compat=False,
**kwargs,
):
"""
Open an existing ASDF file.
Parameters
----------
fd : string or file-like object
May be a string ``file`` or ``http`` URI, or a Python
file-like object.
uri : string, optional
The URI of the file. Only required if the URI can not be
automatically determined from ``fd``.
mode : string, optional
The mode to open the file in. Must be ``r`` (default) or
``rw``.
validate_checksums : bool, optional
If `True`, validate the blocks against their checksums.
Requires reading the entire file, so disabled by default.
extensions : object, optional
Additional extensions to use when reading and writing the file.
May be any of the following: `asdf.extension.AsdfExtension`,
`asdf.extension.Extension`, `asdf.extension.AsdfExtensionList`
or a `list` of extensions.
ignore_version_mismatch : bool, optional
When `True`, do not raise warnings for mismatched schema versions.
Set to `True` by default.
ignore_unrecognized_tag : bool, optional
When `True`, do not raise warnings for unrecognized tags. Set to
`False` by default.
copy_arrays : bool, optional
When `False`, when reading files, attempt to memmap underlying data
arrays when possible.
lazy_load : bool, optional
When `True` and the underlying file handle is seekable, data
arrays will only be loaded lazily: i.e. when they are accessed
for the first time. In this case the underlying file must stay
open during the lifetime of the tree. Setting to False causes
all data arrays to be loaded up front, which means that they
can be accessed even after the underlying file is closed.
Note: even if ``lazy_load`` is `False`, ``copy_arrays`` is still taken
into account.
custom_schema : str, optional
Path to a custom schema file that will be used for a secondary
validation pass. This can be used to ensure that particular ASDF
files follow custom conventions beyond those enforced by the
standard.
strict_extension_check : bool, optional
When `True`, if the given ASDF file contains metadata about the
extensions used to create it, and if those extensions are not
installed, opening the file will fail. When `False`, opening a file
under such conditions will cause only a warning. Defaults to
`False`.
ignore_missing_extensions : bool, optional
When `True`, do not raise warnings when a file is read that
contains metadata about extensions that are not available. Defaults
to `False`.
validate_on_read : bool, optional
DEPRECATED. When `True`, validate the newly opened file against tag
and custom schemas. Recommended unless the file is already known
to be valid.
Returns
-------
asdffile : AsdfFile
The new AsdfFile object.
"""
readonly = False
# For now retain backwards compatibility with the old API behavior,
# specifically when being called from AsdfFile.open
if not _compat:
mode = _check_and_set_mode(fd, mode)
readonly = mode == "r" and not copy_arrays
instance = AsdfFile(
ignore_version_mismatch=ignore_version_mismatch,
ignore_unrecognized_tag=ignore_unrecognized_tag,
copy_arrays=copy_arrays,
lazy_load=lazy_load,
custom_schema=custom_schema,
_readonly=readonly,
)
return AsdfFile._open_impl(
instance,
fd,
uri=uri,
mode=mode,
validate_checksums=validate_checksums,
extensions=extensions,
_force_raw_types=_force_raw_types,
strict_extension_check=strict_extension_check,
ignore_missing_extensions=ignore_missing_extensions,
**kwargs,
)
class SerializationContext:
"""
Container for parameters of the current (de)serialization.
"""
def __init__(self, version, extension_manager, url):
self._version = validate_version(version)
self._extension_manager = extension_manager
self._url = url
self.__extensions_used = set()
@property
def url(self):
"""
The URL (if any) of the file being read or written.
Used to compute relative locations of external files referenced by this
ASDF file. The URL will not exist in some cases (e.g. when the file is
written to an `io.BytesIO`).
Returns
--------
str or None
"""
return self._url
@property
def version(self):
"""
Get the ASDF Standard version.
Returns
-------
str
"""
return self._version
@property
def extension_manager(self):
"""
Get the ExtensionManager for enabled extensions.
Returns
-------
asdf.extension.ExtensionManager
"""
return self._extension_manager
def _mark_extension_used(self, extension):
"""
Note that an extension was used when reading or writing the file.
Parameters
----------
extension : asdf.extension.AsdfExtension or asdf.extension.Extension
"""
self.__extensions_used.add(ExtensionProxy.maybe_wrap(extension))
@property
def _extensions_used(self):
"""
Get the set of extensions that were used when reading or writing the file.
Returns
-------
set of asdf.extension.AsdfExtension or asdf.extension.Extension
"""
return self.__extensions_used
|