test_config.py 17.8 KB
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
import warnings

import pytest

from pandas._config import config as cf
from pandas._config.config import OptionError

import pandas as pd


class TestConfig:
    @classmethod
    def setup_class(cls):
        from copy import deepcopy

        cls.cf = cf
        cls.gc = deepcopy(getattr(cls.cf, "_global_config"))
        cls.do = deepcopy(getattr(cls.cf, "_deprecated_options"))
        cls.ro = deepcopy(getattr(cls.cf, "_registered_options"))

    def setup_method(self, method):
        setattr(self.cf, "_global_config", {})
        setattr(self.cf, "options", self.cf.DictWrapper(self.cf._global_config))
        setattr(self.cf, "_deprecated_options", {})
        setattr(self.cf, "_registered_options", {})

        # Our test fixture in conftest.py sets "chained_assignment"
        # to "raise" only after all test methods have been setup.
        # However, after this setup, there is no longer any
        # "chained_assignment" option, so re-register it.
        self.cf.register_option("chained_assignment", "raise")

    def teardown_method(self, method):
        setattr(self.cf, "_global_config", self.gc)
        setattr(self.cf, "_deprecated_options", self.do)
        setattr(self.cf, "_registered_options", self.ro)

    def test_api(self):

        # the pandas object exposes the user API
        assert hasattr(pd, "get_option")
        assert hasattr(pd, "set_option")
        assert hasattr(pd, "reset_option")
        assert hasattr(pd, "describe_option")

    def test_is_one_of_factory(self):
        v = self.cf.is_one_of_factory([None, 12])

        v(12)
        v(None)
        msg = r"Value must be one of None\|12"
        with pytest.raises(ValueError, match=msg):
            v(1.1)

    def test_register_option(self):
        self.cf.register_option("a", 1, "doc")

        # can't register an already registered option
        msg = "Option 'a' has already been registered"
        with pytest.raises(OptionError, match=msg):
            self.cf.register_option("a", 1, "doc")

        # can't register an already registered option
        msg = "Path prefix to option 'a' is already an option"
        with pytest.raises(OptionError, match=msg):
            self.cf.register_option("a.b.c.d1", 1, "doc")
        with pytest.raises(OptionError, match=msg):
            self.cf.register_option("a.b.c.d2", 1, "doc")

        # no python keywords
        msg = "for is a python keyword"
        with pytest.raises(ValueError, match=msg):
            self.cf.register_option("for", 0)
        with pytest.raises(ValueError, match=msg):
            self.cf.register_option("a.for.b", 0)
        # must be valid identifier (ensure attribute access works)
        msg = "oh my goddess! is not a valid identifier"
        with pytest.raises(ValueError, match=msg):
            self.cf.register_option("Oh my Goddess!", 0)

        # we can register options several levels deep
        # without predefining the intermediate steps
        # and we can define differently named options
        # in the same namespace
        self.cf.register_option("k.b.c.d1", 1, "doc")
        self.cf.register_option("k.b.c.d2", 1, "doc")

    def test_describe_option(self):
        self.cf.register_option("a", 1, "doc")
        self.cf.register_option("b", 1, "doc2")
        self.cf.deprecate_option("b")

        self.cf.register_option("c.d.e1", 1, "doc3")
        self.cf.register_option("c.d.e2", 1, "doc4")
        self.cf.register_option("f", 1)
        self.cf.register_option("g.h", 1)
        self.cf.register_option("k", 2)
        self.cf.deprecate_option("g.h", rkey="k")
        self.cf.register_option("l", "foo")

        # non-existent keys raise KeyError
        msg = r"No such keys\(s\)"
        with pytest.raises(OptionError, match=msg):
            self.cf.describe_option("no.such.key")

        # we can get the description for any key we registered
        assert "doc" in self.cf.describe_option("a", _print_desc=False)
        assert "doc2" in self.cf.describe_option("b", _print_desc=False)
        assert "precated" in self.cf.describe_option("b", _print_desc=False)
        assert "doc3" in self.cf.describe_option("c.d.e1", _print_desc=False)
        assert "doc4" in self.cf.describe_option("c.d.e2", _print_desc=False)

        # if no doc is specified we get a default message
        # saying "description not available"
        assert "vailable" in self.cf.describe_option("f", _print_desc=False)
        assert "vailable" in self.cf.describe_option("g.h", _print_desc=False)
        assert "precated" in self.cf.describe_option("g.h", _print_desc=False)
        assert "k" in self.cf.describe_option("g.h", _print_desc=False)

        # default is reported
        assert "foo" in self.cf.describe_option("l", _print_desc=False)
        # current value is reported
        assert "bar" not in self.cf.describe_option("l", _print_desc=False)
        self.cf.set_option("l", "bar")
        assert "bar" in self.cf.describe_option("l", _print_desc=False)

    def test_case_insensitive(self):
        self.cf.register_option("KanBAN", 1, "doc")

        assert "doc" in self.cf.describe_option("kanbaN", _print_desc=False)
        assert self.cf.get_option("kanBaN") == 1
        self.cf.set_option("KanBan", 2)
        assert self.cf.get_option("kAnBaN") == 2

        # gets of non-existent keys fail
        msg = r"No such keys\(s\): 'no_such_option'"
        with pytest.raises(OptionError, match=msg):
            self.cf.get_option("no_such_option")
        self.cf.deprecate_option("KanBan")

        assert self.cf._is_deprecated("kAnBaN")

    def test_get_option(self):
        self.cf.register_option("a", 1, "doc")
        self.cf.register_option("b.c", "hullo", "doc2")
        self.cf.register_option("b.b", None, "doc2")

        # gets of existing keys succeed
        assert self.cf.get_option("a") == 1
        assert self.cf.get_option("b.c") == "hullo"
        assert self.cf.get_option("b.b") is None

        # gets of non-existent keys fail
        msg = r"No such keys\(s\): 'no_such_option'"
        with pytest.raises(OptionError, match=msg):
            self.cf.get_option("no_such_option")

    def test_set_option(self):
        self.cf.register_option("a", 1, "doc")
        self.cf.register_option("b.c", "hullo", "doc2")
        self.cf.register_option("b.b", None, "doc2")

        assert self.cf.get_option("a") == 1
        assert self.cf.get_option("b.c") == "hullo"
        assert self.cf.get_option("b.b") is None

        self.cf.set_option("a", 2)
        self.cf.set_option("b.c", "wurld")
        self.cf.set_option("b.b", 1.1)

        assert self.cf.get_option("a") == 2
        assert self.cf.get_option("b.c") == "wurld"
        assert self.cf.get_option("b.b") == 1.1

        msg = r"No such keys\(s\): 'no.such.key'"
        with pytest.raises(OptionError, match=msg):
            self.cf.set_option("no.such.key", None)

    def test_set_option_empty_args(self):
        msg = "Must provide an even number of non-keyword arguments"
        with pytest.raises(ValueError, match=msg):
            self.cf.set_option()

    def test_set_option_uneven_args(self):
        msg = "Must provide an even number of non-keyword arguments"
        with pytest.raises(ValueError, match=msg):
            self.cf.set_option("a.b", 2, "b.c")

    def test_set_option_invalid_single_argument_type(self):
        msg = "Must provide an even number of non-keyword arguments"
        with pytest.raises(ValueError, match=msg):
            self.cf.set_option(2)

    def test_set_option_multiple(self):
        self.cf.register_option("a", 1, "doc")
        self.cf.register_option("b.c", "hullo", "doc2")
        self.cf.register_option("b.b", None, "doc2")

        assert self.cf.get_option("a") == 1
        assert self.cf.get_option("b.c") == "hullo"
        assert self.cf.get_option("b.b") is None

        self.cf.set_option("a", "2", "b.c", None, "b.b", 10.0)

        assert self.cf.get_option("a") == "2"
        assert self.cf.get_option("b.c") is None
        assert self.cf.get_option("b.b") == 10.0

    def test_validation(self):
        self.cf.register_option("a", 1, "doc", validator=self.cf.is_int)
        self.cf.register_option("d", 1, "doc", validator=self.cf.is_nonnegative_int)
        self.cf.register_option("b.c", "hullo", "doc2", validator=self.cf.is_text)

        msg = "Value must have type '<class 'int'>'"
        with pytest.raises(ValueError, match=msg):
            self.cf.register_option("a.b.c.d2", "NO", "doc", validator=self.cf.is_int)

        self.cf.set_option("a", 2)  # int is_int
        self.cf.set_option("b.c", "wurld")  # str is_str
        self.cf.set_option("d", 2)
        self.cf.set_option("d", None)  # non-negative int can be None

        # None not is_int
        with pytest.raises(ValueError, match=msg):
            self.cf.set_option("a", None)
        with pytest.raises(ValueError, match=msg):
            self.cf.set_option("a", "ab")

        msg = "Value must be a nonnegative integer or None"
        with pytest.raises(ValueError, match=msg):
            self.cf.register_option(
                "a.b.c.d3", "NO", "doc", validator=self.cf.is_nonnegative_int
            )
        with pytest.raises(ValueError, match=msg):
            self.cf.register_option(
                "a.b.c.d3", -2, "doc", validator=self.cf.is_nonnegative_int
            )

        msg = r"Value must be an instance of <class 'str'>\|<class 'bytes'>"
        with pytest.raises(ValueError, match=msg):
            self.cf.set_option("b.c", 1)

        validator = self.cf.is_one_of_factory([None, self.cf.is_callable])
        self.cf.register_option("b", lambda: None, "doc", validator=validator)
        self.cf.set_option("b", "%.1f".format)  # Formatter is callable
        self.cf.set_option("b", None)  # Formatter is none (default)
        with pytest.raises(ValueError, match="Value must be a callable"):
            self.cf.set_option("b", "%.1f")

    def test_reset_option(self):
        self.cf.register_option("a", 1, "doc", validator=self.cf.is_int)
        self.cf.register_option("b.c", "hullo", "doc2", validator=self.cf.is_str)
        assert self.cf.get_option("a") == 1
        assert self.cf.get_option("b.c") == "hullo"

        self.cf.set_option("a", 2)
        self.cf.set_option("b.c", "wurld")
        assert self.cf.get_option("a") == 2
        assert self.cf.get_option("b.c") == "wurld"

        self.cf.reset_option("a")
        assert self.cf.get_option("a") == 1
        assert self.cf.get_option("b.c") == "wurld"
        self.cf.reset_option("b.c")
        assert self.cf.get_option("a") == 1
        assert self.cf.get_option("b.c") == "hullo"

    def test_reset_option_all(self):
        self.cf.register_option("a", 1, "doc", validator=self.cf.is_int)
        self.cf.register_option("b.c", "hullo", "doc2", validator=self.cf.is_str)
        assert self.cf.get_option("a") == 1
        assert self.cf.get_option("b.c") == "hullo"

        self.cf.set_option("a", 2)
        self.cf.set_option("b.c", "wurld")
        assert self.cf.get_option("a") == 2
        assert self.cf.get_option("b.c") == "wurld"

        self.cf.reset_option("all")
        assert self.cf.get_option("a") == 1
        assert self.cf.get_option("b.c") == "hullo"

    def test_deprecate_option(self):
        # we can deprecate non-existent options
        self.cf.deprecate_option("foo")

        assert self.cf._is_deprecated("foo")
        with warnings.catch_warnings(record=True) as w:
            warnings.simplefilter("always")
            with pytest.raises(KeyError, match="No such keys.s.: 'foo'"):
                self.cf.get_option("foo")
            assert len(w) == 1  # should have raised one warning
            assert "deprecated" in str(w[-1])  # we get the default message

        self.cf.register_option("a", 1, "doc", validator=self.cf.is_int)
        self.cf.register_option("b.c", "hullo", "doc2")
        self.cf.register_option("foo", "hullo", "doc2")

        self.cf.deprecate_option("a", removal_ver="nifty_ver")
        with warnings.catch_warnings(record=True) as w:
            warnings.simplefilter("always")
            self.cf.get_option("a")

            assert len(w) == 1  # should have raised one warning
            assert "eprecated" in str(w[-1])  # we get the default message
            assert "nifty_ver" in str(w[-1])  # with the removal_ver quoted

            msg = "Option 'a' has already been defined as deprecated"
            with pytest.raises(OptionError, match=msg):
                self.cf.deprecate_option("a")

        self.cf.deprecate_option("b.c", "zounds!")
        with warnings.catch_warnings(record=True) as w:
            warnings.simplefilter("always")
            self.cf.get_option("b.c")

            assert len(w) == 1  # should have raised one warning
            assert "zounds!" in str(w[-1])  # we get the custom message

        # test rerouting keys
        self.cf.register_option("d.a", "foo", "doc2")
        self.cf.register_option("d.dep", "bar", "doc2")
        assert self.cf.get_option("d.a") == "foo"
        assert self.cf.get_option("d.dep") == "bar"

        self.cf.deprecate_option("d.dep", rkey="d.a")  # reroute d.dep to d.a
        with warnings.catch_warnings(record=True) as w:
            warnings.simplefilter("always")
            assert self.cf.get_option("d.dep") == "foo"

            assert len(w) == 1  # should have raised one warning
            assert "eprecated" in str(w[-1])  # we get the custom message

        with warnings.catch_warnings(record=True) as w:
            warnings.simplefilter("always")
            self.cf.set_option("d.dep", "baz")  # should overwrite "d.a"

            assert len(w) == 1  # should have raised one warning
            assert "eprecated" in str(w[-1])  # we get the custom message

        with warnings.catch_warnings(record=True) as w:
            warnings.simplefilter("always")
            assert self.cf.get_option("d.dep") == "baz"

            assert len(w) == 1  # should have raised one warning
            assert "eprecated" in str(w[-1])  # we get the custom message

    def test_config_prefix(self):
        with self.cf.config_prefix("base"):
            self.cf.register_option("a", 1, "doc1")
            self.cf.register_option("b", 2, "doc2")
            assert self.cf.get_option("a") == 1
            assert self.cf.get_option("b") == 2

            self.cf.set_option("a", 3)
            self.cf.set_option("b", 4)
            assert self.cf.get_option("a") == 3
            assert self.cf.get_option("b") == 4

        assert self.cf.get_option("base.a") == 3
        assert self.cf.get_option("base.b") == 4
        assert "doc1" in self.cf.describe_option("base.a", _print_desc=False)
        assert "doc2" in self.cf.describe_option("base.b", _print_desc=False)

        self.cf.reset_option("base.a")
        self.cf.reset_option("base.b")

        with self.cf.config_prefix("base"):
            assert self.cf.get_option("a") == 1
            assert self.cf.get_option("b") == 2

    def test_callback(self):
        k = [None]
        v = [None]

        def callback(key):
            k.append(key)
            v.append(self.cf.get_option(key))

        self.cf.register_option("d.a", "foo", cb=callback)
        self.cf.register_option("d.b", "foo", cb=callback)

        del k[-1], v[-1]
        self.cf.set_option("d.a", "fooz")
        assert k[-1] == "d.a"
        assert v[-1] == "fooz"

        del k[-1], v[-1]
        self.cf.set_option("d.b", "boo")
        assert k[-1] == "d.b"
        assert v[-1] == "boo"

        del k[-1], v[-1]
        self.cf.reset_option("d.b")
        assert k[-1] == "d.b"

    def test_set_ContextManager(self):
        def eq(val):
            assert self.cf.get_option("a") == val

        self.cf.register_option("a", 0)
        eq(0)
        with self.cf.option_context("a", 15):
            eq(15)
            with self.cf.option_context("a", 25):
                eq(25)
            eq(15)
        eq(0)

        self.cf.set_option("a", 17)
        eq(17)

        # Test that option_context can be used as a decorator too (#34253).
        @self.cf.option_context("a", 123)
        def f():
            eq(123)

        f()

    def test_attribute_access(self):
        holder = []

        def f3(key):
            holder.append(True)

        self.cf.register_option("a", 0)
        self.cf.register_option("c", 0, cb=f3)
        options = self.cf.options

        assert options.a == 0
        with self.cf.option_context("a", 15):
            assert options.a == 15

        options.a = 500
        assert self.cf.get_option("a") == 500

        self.cf.reset_option("a")
        assert options.a == self.cf.get_option("a", 0)

        msg = "You can only set the value of existing options"
        with pytest.raises(OptionError, match=msg):
            options.b = 1
        with pytest.raises(OptionError, match=msg):
            options.display = 1

        # make sure callback kicks when using this form of setting
        options.c = 1
        assert len(holder) == 1

    def test_option_context_scope(self):
        # Ensure that creating a context does not affect the existing
        # environment as it is supposed to be used with the `with` statement.
        # See https://github.com/pandas-dev/pandas/issues/8514

        original_value = 60
        context_value = 10
        option_name = "a"

        self.cf.register_option(option_name, original_value)

        # Ensure creating contexts didn't affect the current context.
        ctx = self.cf.option_context(option_name, context_value)
        assert self.cf.get_option(option_name) == original_value

        # Ensure the correct value is available inside the context.
        with ctx:
            assert self.cf.get_option(option_name) == context_value

        # Ensure the current context is reset
        assert self.cf.get_option(option_name) == original_value

    def test_dictwrapper_getattr(self):
        options = self.cf.options
        # GH 19789
        with pytest.raises(OptionError, match="No such option"):
            options.bananas
        assert not hasattr(options, "bananas")