repo_id stringclasses 400
values | commit_sha stringclasses 400
values | commit_index int32 0 951 | in_repo_split stringclasses 1
value | cross_repo_split stringclasses 1
value | test_file stringlengths 7 121 | test_function stringlengths 1 108 | assertion_type stringclasses 32
values | difficulty stringclasses 8
values | context_lines int32 3 600 | prefix large_stringlengths 44 113k | target large_stringlengths 1 498 | anchor_sha stringclasses 400
values | anchor_index int32 0 951 | qna_source stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_sso.py | test_exchange | assert | string_literal | 20 | import time
import pytest
from garth import sso
from garth.auth_tokens import OAuth1Token, OAuth2Token
from garth.exc import GarthException, GarthHTTPError
from garth.http import Client
@pytest.mark.vcr
def test_exchange(authed_client: Client):
assert authed_client.oauth1_token and isinstance(
authed_cli... | "Bearer" | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_sso.py | test_get_title | assert | string_literal | 22 | import time
import pytest
from garth import sso
from garth.auth_tokens import OAuth1Token, OAuth2Token
from garth.exc import GarthException, GarthHTTPError
from garth.http import Client
def test_get_title():
html = """
<html>
<head>
<title>Success</title>
</head>
<body>
<h1>Success</h1>
... | "Success" | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_sso.py | test_login_return_on_mfa | assert | string_literal | 24 | import time
import pytest
from garth import sso
from garth.auth_tokens import OAuth1Token, OAuth2Token
from garth.exc import GarthException, GarthHTTPError
from garth.http import Client
@pytest.mark.vcr
def test_login_return_on_mfa(client: Client):
result = sso.login(
"user@example.com",
"correct... | "needs_mfa" | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_sso.py | test_login_return_on_mfa | assert | variable | 25 | import time
import pytest
from garth import sso
from garth.auth_tokens import OAuth1Token, OAuth2Token
from garth.exc import GarthException, GarthHTTPError
from garth.http import Client
@pytest.mark.vcr
def test_login_return_on_mfa(client: Client):
result = sso.login(
"user@example.com",
"correct... | client_state | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_sso.py | test_exchange | assert | variable | 21 | import time
import pytest
from garth import sso
from garth.auth_tokens import OAuth1Token, OAuth2Token
from garth.exc import GarthException, GarthHTTPError
from garth.http import Client
@pytest.mark.vcr
def test_exchange(authed_client: Client):
assert authed_client.oauth1_token and isinstance(
authed_cli... | oauth2_token | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_sso.py | test_login_email_password_fail | pytest.raises | variable | 13 | import time
import pytest
from garth import sso
from garth.auth_tokens import OAuth1Token, OAuth2Token
from garth.exc import GarthException, GarthHTTPError
from garth.http import Client
@pytest.mark.vcr
def test_login_email_password_fail(client: Client):
with pytest.raises( | GarthHTTPError) | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_sso.py | test_login_mfa_fail | pytest.raises | variable | 13 | import time
import pytest
from garth import sso
from garth.auth_tokens import OAuth1Token, OAuth2Token
from garth.exc import GarthException, GarthHTTPError
from garth.http import Client
@pytest.mark.vcr
def test_login_mfa_fail(client: Client):
with pytest.raises( | GarthException) | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_utils.py | test_asdict | assert | numeric_literal | 41 | from dataclasses import dataclass
from datetime import date, datetime
from garth.utils import (
asdict,
camel_to_snake,
camel_to_snake_dict,
format_end_date,
)
def test_asdict():
# Test for dataclass instance
instance = AsDictTestClass("Test", 20, date.today())
assert asdict(instance) == {... | 123 | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_utils.py | test_asdict | assert | none_literal | 42 | from dataclasses import dataclass
from datetime import date, datetime
from garth.utils import (
asdict,
camel_to_snake,
camel_to_snake_dict,
format_end_date,
)
def test_asdict():
# Test for dataclass instance
instance = AsDictTestClass("Test", 20, date.today())
assert asdict(instance) == {... | None | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_utils.py | test_asdict | assert | string_literal | 40 | from dataclasses import dataclass
from datetime import date, datetime
from garth.utils import (
asdict,
camel_to_snake,
camel_to_snake_dict,
format_end_date,
)
def test_asdict():
# Test for dataclass instance
instance = AsDictTestClass("Test", 20, date.today())
assert asdict(instance) == {... | "Test" | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_utils.py | test_format_end_date | assert | func_call | 14 | from dataclasses import dataclass
from datetime import date, datetime
from garth.utils import (
asdict,
camel_to_snake,
camel_to_snake_dict,
format_end_date,
)
def test_format_end_date():
assert format_end_date("2021-01-01") == date(2021, 1, 1)
assert format_end_date(None) == | date.today() | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_utils.py | test_asdict | assert | variable | 30 | from dataclasses import dataclass
from datetime import date, datetime
from garth.utils import (
asdict,
camel_to_snake,
camel_to_snake_dict,
format_end_date,
)
def test_asdict():
# Test for dataclass instance
instance = AsDictTestClass("Test", 20, date.today())
assert asdict(instance) == {... | expected_output | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_utils.py | test_asdict | assert | func_call | 37 | from dataclasses import dataclass
from datetime import date, datetime
from garth.utils import (
asdict,
camel_to_snake,
camel_to_snake_dict,
format_end_date,
)
def test_asdict():
# Test for dataclass instance
instance = AsDictTestClass("Test", 20, date.today())
assert asdict(instance) == {... | now.isoformat() | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_utils.py | test_camel_to_snake | assert | string_literal | 13 | from dataclasses import dataclass
from datetime import date, datetime
from garth.utils import (
asdict,
camel_to_snake,
camel_to_snake_dict,
format_end_date,
)
def test_camel_to_snake():
assert camel_to_snake("hiThereHuman") == | "hi_there_human" | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_utils.py | test_format_end_date | assert | func_call | 13 | from dataclasses import dataclass
from datetime import date, datetime
from garth.utils import (
asdict,
camel_to_snake,
camel_to_snake_dict,
format_end_date,
)
def test_format_end_date():
assert format_end_date("2021-01-01") == | date(2021, 1, 1) | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matin/garth | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | train | train | tests/test_utils.py | test_camel_to_snake_dict | assert | collection | 13 | from dataclasses import dataclass
from datetime import date, datetime
from garth.utils import (
asdict,
camel_to_snake,
camel_to_snake_dict,
format_end_date,
)
def test_camel_to_snake_dict():
assert camel_to_snake_dict({"hiThereHuman": "hi"}) == | { "hi_there_human": "hi" } | 26b5e2eefdd26b5e5b9bb4b48260a702521cc976 | 71 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/test_arrow.py | test_data_wrapper | assert | numeric_literal | 31 | import numpy
import pandas
import pytest
import scipy.sparse as spsparse
from formulaic.materializers import ArrowMaterializer
def check_for_pyarrow():
try:
import pyarrow
return False
except ImportError:
return True
class TestArrowMaterializer:
def data(self):
import py... | 2 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/test_base.py | test__enforce_structure | assert | numeric_literal | 45 | import pandas
import pytest
from formulaic.errors import FactorEncodingError, FormulaMaterializerNotFoundError
from formulaic.materializers.base import FormulaMaterializer
from formulaic.materializers.pandas import PandasMaterializer
from formulaic.materializers.types import (
EvaluatedFactor,
FactorValues,
... | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/test_pandas.py | test_empty | assert | numeric_literal | 96 | import pickle
import re
from io import BytesIO
import numpy
import pandas
import pytest
import scipy.sparse as spsparse
from formulaic import ModelMatrices
from formulaic.errors import (
FactorEncodingError,
FactorEvaluationError,
FormulaMaterializationError,
)
from formulaic.materializers import PandasMa... | 0 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/test_pandas.py | test_none_values | assert | numeric_literal | 97 | import pickle
import re
from io import BytesIO
import numpy
import pandas
import pytest
import scipy.sparse as spsparse
from formulaic import ModelMatrices
from formulaic.errors import (
FactorEncodingError,
FactorEvaluationError,
FormulaMaterializationError,
)
from formulaic.materializers import PandasMa... | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/test_pandas.py | test_quoted_python_args | assert | numeric_literal | 100 | import pickle
import re
from io import BytesIO
import numpy
import pandas
import pytest
import scipy.sparse as spsparse
from formulaic import ModelMatrices
from formulaic.errors import (
FactorEncodingError,
FactorEvaluationError,
FormulaMaterializationError,
)
from formulaic.materializers import PandasMa... | 2 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/types/test_scoped_factor.py | test_equality | assert | numeric_literal | 18 | import pytest
from formulaic.materializers.types import ScopedFactor
from formulaic.parser.types import Factor
class TestScopedFactor:
def scoped_factor(self):
return ScopedFactor(Factor("a"))
def scoped_factor_reduced(self):
return ScopedFactor(Factor("a"), reduced=True)
def test_equal... | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/types/test_scoped_term.py | test_equality | assert | numeric_literal | 28 | import pytest
from formulaic.materializers.types import EvaluatedFactor, ScopedFactor, ScopedTerm
from formulaic.parser.types import Factor
from formulaic.utils.variables import Variable
class TestScopedTerm:
def scoped_term(self):
return ScopedTerm(
[
ScopedFactor(
... | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/test_parser.py | test_resolve | assert | numeric_literal | 105 | import pickle
import re
from io import BytesIO
from typing import List
from xml.etree.ElementInclude import include
import pytest
from formulaic.errors import FormulaParsingError, FormulaSyntaxError
from formulaic.parser import DefaultFormulaParser, DefaultOperatorResolver
from formulaic.parser.types import Structure... | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/test_parser.py | test_resolve | assert | numeric_literal | 107 | import pickle
import re
from io import BytesIO
from typing import List
from xml.etree.ElementInclude import include
import pytest
from formulaic.errors import FormulaParsingError, FormulaSyntaxError
from formulaic.parser import DefaultFormulaParser, DefaultOperatorResolver
from formulaic.parser.types import Structure... | 2 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_factor.py | test_equality | assert | numeric_literal | 19 | import pytest
from formulaic.parser.types import Factor
class TestFactor:
def factor_unknown(self):
return Factor("unknown")
def factor_literal(self):
return Factor('"string"', kind="literal")
def factor_lookup(self):
return Factor("a", kind="lookup")
def test_equality(self... | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_ordered_set.py | test_ordered_set | assert | numeric_literal | 6 | from formulaic.parser.types import OrderedSet
def test_ordered_set():
assert OrderedSet() == OrderedSet()
assert len(OrderedSet()) == | 0 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_structured.py | test_constructor | assert | numeric_literal | 15 | import pickle
import re
from io import BytesIO
import pytest
from formulaic.parser.types import Structured
class TestStructured:
def test_constructor(self):
obj = object()
assert Structured(obj).root is obj
assert Structured(obj, key="asd").root is obj
assert len(Structured(obj, ... | 2 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_structured.py | test_access_structure | assert | numeric_literal | 36 | import pickle
import re
from io import BytesIO
import pytest
from formulaic.parser.types import Structured
class TestStructured:
def test_access_structure(self):
s = Structured("Hello", key="asd")
assert s.root == "Hello"
assert s[None] == "Hello"
assert s.key == "asd"
as... | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_structured.py | test_iteration | assert | numeric_literal | 16 | import pickle
import re
from io import BytesIO
import pytest
from formulaic.parser.types import Structured
class TestStructured:
def test_iteration(self):
assert list(Structured()) == []
assert list(Structured("a")) == ["a"]
assert list(Structured(["a", "b", "c"])) == ["a", "b", "c"]
... | 3 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_term.py | test_equality | assert | numeric_literal | 21 | import pytest
from formulaic.parser.types import Factor, Term
class TestTerm:
def term1(self):
return Term([Factor("c"), Factor("b")])
def term2(self):
return Term([Factor("c"), Factor("d")])
def term3(self):
return Term([Factor("a"), Factor("b"), Factor("c")])
def test_equ... | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_term.py | test_degree | assert | numeric_literal | 18 | import pytest
from formulaic.parser.types import Factor, Term
class TestTerm:
def term1(self):
return Term([Factor("c"), Factor("b")])
def term2(self):
return Term([Factor("c"), Factor("d")])
def term3(self):
return Term([Factor("a"), Factor("b"), Factor("c")])
def test_deg... | 2 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_term.py | test_degree | assert | numeric_literal | 19 | import pytest
from formulaic.parser.types import Factor, Term
class TestTerm:
def term1(self):
return Term([Factor("c"), Factor("b")])
def term2(self):
return Term([Factor("c"), Factor("d")])
def term3(self):
return Term([Factor("a"), Factor("b"), Factor("c")])
def test_deg... | 3 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_term.py | test_degree | assert | numeric_literal | 20 | import pytest
from formulaic.parser.types import Factor, Term
class TestTerm:
def term1(self):
return Term([Factor("c"), Factor("b")])
def term2(self):
return Term([Factor("c"), Factor("d")])
def term3(self):
return Term([Factor("a"), Factor("b"), Factor("c")])
def test_deg... | 0 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_token.py | test_update | assert | numeric_literal | 23 | import pytest
from formulaic.parser.types import Term, Token
class TestToken:
def token_a(self):
return Token("a", kind="name")
def token_b(self):
return Token(
"log(x)", kind="python", source="y ~ log(x)", source_start=4, source_end=9
)
def token_c(self):
re... | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/test_formula.py | test_equality | assert | numeric_literal | 26 | import pickle
import re
from io import BytesIO
import pandas
import pytest
from formulaic import Formula
from formulaic.errors import FormulaInvalidError, FormulaMaterializerInvalidError
from formulaic.parser.types import Structured
class TestFormula:
def formula_expr(self):
return Formula("a * b * c")
... | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/transforms/test_basis_spline.py | test_basic | assert | numeric_literal | 19 | import re
import numpy
import pytest
from formulaic import model_matrix
from formulaic.errors import FactorEvaluationError
from formulaic.transforms.basis_spline import basis_spline
class TestBasisSpline:
def data(self):
return numpy.linspace(0, 1, 21)
def test_basic(self, data):
V = basis_... | 3 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/transforms/test_basis_spline.py | test_degree | assert | numeric_literal | 19 | import re
import numpy
import pytest
from formulaic import model_matrix
from formulaic.errors import FactorEvaluationError
from formulaic.transforms.basis_spline import basis_spline
class TestBasisSpline:
def data(self):
return numpy.linspace(0, 1, 21)
def test_degree(self, data):
V = basis... | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/transforms/test_basis_spline.py | test_include_intercept | assert | numeric_literal | 19 | import re
import numpy
import pytest
from formulaic import model_matrix
from formulaic.errors import FactorEvaluationError
from formulaic.transforms.basis_spline import basis_spline
class TestBasisSpline:
def data(self):
return numpy.linspace(0, 1, 21)
def test_include_intercept(self, data):
... | 2 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/transforms/test_basis_spline.py | test_df | assert | numeric_literal | 19 | import re
import numpy
import pytest
from formulaic import model_matrix
from formulaic.errors import FactorEvaluationError
from formulaic.transforms.basis_spline import basis_spline
class TestBasisSpline:
def data(self):
return numpy.linspace(0, 1, 21)
def test_df(self, data):
V = basis_spl... | 5 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/transforms/test_poly.py | test_basic | assert | numeric_literal | 16 | import numpy
import pytest
from formulaic.transforms.poly import poly
class TestPoly:
def data(self):
return numpy.linspace(0, 1, 21)
def test_basic(self, data):
state = {}
V = poly(data, _state=state)
assert V.shape[1] == | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/transforms/test_poly.py | test_degree | assert | numeric_literal | 16 | import numpy
import pytest
from formulaic.transforms.poly import poly
class TestPoly:
def data(self):
return numpy.linspace(0, 1, 21)
def test_degree(self, data):
state = {}
V = poly(data, degree=3, _state=state)
assert V.shape[1] == | 3 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/utils/test_capture_context.py | test_capture_context | assert | numeric_literal | 13 | import pytest
from formulaic.utils.context import capture_context
def test_capture_context():
A = 1
def nested_context(context=0):
A = 2
return capture_context(context)
assert capture_context()["A"] == | 1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/utils/test_capture_context.py | test_capture_context | assert | numeric_literal | 14 | import pytest
from formulaic.utils.context import capture_context
def test_capture_context():
A = 1
def nested_context(context=0):
A = 2
return capture_context(context)
assert capture_context()["A"] == 1
assert nested_context()["A"] == | 2 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/types/test_factor_values.py | test_factor_values_copy | assert | complex_expr | 12 | import copy
from formulaic.materializers.types import FactorValues
def test_factor_values_copy():
d = {"1": object()}
f = FactorValues(d, drop_field="test")
f2 = copy.copy(f)
assert f2.__wrapped__ == d
assert f2.__wrapped__["1"] is | d["1"] | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/test_model_matrix.py | test_factor_values_copy | assert | complex_expr | 23 | import copy
import numpy
import pandas
import pytest
from formulaic import (
FactorValues,
ModelMatrices,
ModelMatrix,
ModelSpec,
ModelSpecs,
model_matrix,
)
def test_factor_values_copy():
d = {"1": object()}
f = FactorValues(d, drop_field="test")
f2 = copy.copy(f)
assert f2.... | d["1"] | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/test_arrow.py | test_get_model_matrix | assert | complex_expr | 34 | import numpy
import pandas
import pytest
import scipy.sparse as spsparse
from formulaic.materializers import ArrowMaterializer
def check_for_pyarrow():
try:
import pyarrow
return False
except ImportError:
return True
class TestArrowMaterializer:
def data(self):
import py... | tests[0] | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/test_arrow.py | test_get_model_matrix | assert | complex_expr | 39 | import numpy
import pandas
import pytest
import scipy.sparse as spsparse
from formulaic.materializers import ArrowMaterializer
def check_for_pyarrow():
try:
import pyarrow
return False
except ImportError:
return True
class TestArrowMaterializer:
def data(self):
import py... | tests[1] | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/types/test_scoped_term.py | test_copy | assert | complex_expr | 29 | import pytest
from formulaic.materializers.types import EvaluatedFactor, ScopedFactor, ScopedTerm
from formulaic.parser.types import Factor
from formulaic.utils.variables import Variable
class TestScopedTerm:
def scoped_term(self):
return ScopedTerm(
[
ScopedFactor(
... | scoped_term.scale | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/test_parser.py | test_pickleable | assert | complex_expr | 109 | import pickle
import re
from io import BytesIO
from typing import List
from xml.etree.ElementInclude import include
import pytest
from formulaic.errors import FormulaParsingError, FormulaSyntaxError
from formulaic.parser import DefaultFormulaParser, DefaultOperatorResolver
from formulaic.parser.types import Structure... | resolver.__dict__ | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/types/test_scoped_term.py | test_copy | assert | complex_expr | 28 | import pytest
from formulaic.materializers.types import EvaluatedFactor, ScopedFactor, ScopedTerm
from formulaic.parser.types import Factor
from formulaic.utils.variables import Variable
class TestScopedTerm:
def scoped_term(self):
return ScopedTerm(
[
ScopedFactor(
... | scoped_term.factors | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_factor.py | test_attributes | assert | complex_expr | 18 | import pytest
from formulaic.parser.types import Factor
class TestFactor:
def factor_unknown(self):
return Factor("unknown")
def factor_literal(self):
return Factor('"string"', kind="literal")
def factor_lookup(self):
return Factor("a", kind="lookup")
def test_attributes(se... | Factor.Kind.UNKNOWN | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_factor.py | test_attributes | assert | complex_expr | 19 | import pytest
from formulaic.parser.types import Factor
class TestFactor:
def factor_unknown(self):
return Factor("unknown")
def factor_literal(self):
return Factor('"string"', kind="literal")
def factor_lookup(self):
return Factor("a", kind="lookup")
def test_attributes(se... | Factor.Kind.CONSTANT | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/types/test_evaluated_factor.py | test_attributes | assert | complex_expr | 13 | import pytest
from formulaic.materializers.types import EvaluatedFactor, FactorValues
from formulaic.parser.types import Factor
class TestEvaluatedFactor:
def ev_factor(self):
return EvaluatedFactor(Factor("a"), FactorValues([1, 2, 3], kind="numerical"))
def test_attributes(self, ev_factor):
... | Factor.Kind.NUMERICAL | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_operator.py | test_attributes | assert | complex_expr | 10 | import pytest
from formulaic.parser.types import Operator
class TestOperator:
def test_attributes(self):
op1 = Operator("~", arity=2, precedence=100)
assert op1.associativity == Operator.Associativity.NONE
assert op1.fixity == | Operator.Fixity.INFIX | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/test_model_spec.py | test_get_linear_constraints | assert | complex_expr | 43 | import re
from pyexpat import model
import numpy
import pandas
import pytest
import scipy.sparse
from formulaic import Formula, ModelMatrices, ModelMatrix, ModelSpec, ModelSpecs
from formulaic.materializers.base import FormulaMaterializerMeta
from formulaic.materializers.pandas import PandasMaterializer
from formulai... | model_spec.column_names | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_factor.py | test_attributes | assert | complex_expr | 21 | import pytest
from formulaic.parser.types import Factor
class TestFactor:
def factor_unknown(self):
return Factor("unknown")
def factor_literal(self):
return Factor('"string"', kind="literal")
def factor_lookup(self):
return Factor("a", kind="lookup")
def test_attributes(se... | Factor.EvalMethod.LOOKUP | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_factor.py | test_attributes | assert | complex_expr | 22 | import pytest
from formulaic.parser.types import Factor
class TestFactor:
def factor_unknown(self):
return Factor("unknown")
def factor_literal(self):
return Factor('"string"', kind="literal")
def factor_lookup(self):
return Factor("a", kind="lookup")
def test_attributes(se... | Factor.EvalMethod.PYTHON | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_operator.py | test_attributes | assert | complex_expr | 9 | import pytest
from formulaic.parser.types import Operator
class TestOperator:
def test_attributes(self):
op1 = Operator("~", arity=2, precedence=100)
assert op1.associativity == | Operator.Associativity.NONE | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_operator.py | test_attributes | assert | complex_expr | 15 | import pytest
from formulaic.parser.types import Operator
class TestOperator:
def test_attributes(self):
op1 = Operator("~", arity=2, precedence=100)
assert op1.associativity == Operator.Associativity.NONE
assert op1.fixity == Operator.Fixity.INFIX
op2 = Operator(
"+",... | Operator.Associativity.LEFT | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/algos/test_tokenize.py | test_tokenize_exceptions | pytest.raises | complex_expr | 77 | import pytest
from formulaic.errors import FormulaSyntaxError
from formulaic.parser.algos.tokenize import tokenize
TOKEN_TESTS = {
"": [],
"a": ["name:a"],
"a+b": ["name:a", "operator:+", "name:b"],
"a + b": ["name:a", "operator:+", "name:b"],
"a * b": ["name:a", "operator:*", "name:b"],
"a * ... | exception_info[0], match=exception_info[1]) | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/types/test_factor_values.py | test_factor_values_copy | assert | variable | 11 | import copy
from formulaic.materializers.types import FactorValues
def test_factor_values_copy():
d = {"1": object()}
f = FactorValues(d, drop_field="test")
f2 = copy.copy(f)
assert f2.__wrapped__ == | d | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_factor.py | test_sort | assert | variable | 20 | import pytest
from formulaic.parser.types import Factor
class TestFactor:
def factor_unknown(self):
return Factor("unknown")
def factor_literal(self):
return Factor('"string"', kind="literal")
def factor_lookup(self):
return Factor("a", kind="lookup")
def test_sort(self):
... | b | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_factor.py | test_sort | assert | variable | 21 | import pytest
from formulaic.parser.types import Factor
class TestFactor:
def factor_unknown(self):
return Factor("unknown")
def factor_literal(self):
return Factor('"string"', kind="literal")
def factor_lookup(self):
return Factor("a", kind="lookup")
def test_sort(self):
... | c | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_structured.py | test__simplify | assert | variable | 14 | import pickle
import re
from io import BytesIO
import pytest
from formulaic.parser.types import Structured
class TestStructured:
def test__simplify(self):
o = object()
assert Structured(o)._simplify() is | o | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/test_formula.py | test_constructor | assert | variable | 45 | import pickle
import re
from io import BytesIO
import pandas
import pytest
from formulaic import Formula
from formulaic.errors import FormulaInvalidError, FormulaMaterializerInvalidError
from formulaic.parser.types import Structured
class TestFormula:
def formula_expr(self):
return Formula("a * b * c")
... | f | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/test_model_matrix.py | test_factor_values_copy | assert | variable | 22 | import copy
import numpy
import pandas
import pytest
from formulaic import (
FactorValues,
ModelMatrices,
ModelMatrix,
ModelSpec,
ModelSpecs,
model_matrix,
)
def test_factor_values_copy():
d = {"1": object()}
f = FactorValues(d, drop_field="test")
f2 = copy.copy(f)
assert f2... | d | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/test_model_spec.py | test_get_slice | assert | variable | 41 | import re
from pyexpat import model
import numpy
import pandas
import pytest
import scipy.sparse
from formulaic import Formula, ModelMatrices, ModelMatrix, ModelSpec, ModelSpecs
from formulaic.materializers.base import FormulaMaterializerMeta
from formulaic.materializers.pandas import PandasMaterializer
from formulai... | s | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/transforms/test_identity.py | test_identity | assert | variable | 6 | from formulaic.transforms import identity
def test_identity():
o = object()
assert identity(o) is | o | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_structured.py | test_constructor | assert | variable | 13 | import pickle
import re
from io import BytesIO
import pytest
from formulaic.parser.types import Structured
class TestStructured:
def test_constructor(self):
obj = object()
assert Structured(obj).root is | obj | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/test_model_matrix.py | test_model_matrix_copy | assert | variable | 24 | import copy
import numpy
import pandas
import pytest
from formulaic import (
FactorValues,
ModelMatrices,
ModelMatrix,
ModelSpec,
ModelSpecs,
model_matrix,
)
def test_model_matrix_copy():
matrix = numpy.array([[1, 2, 3], [4, 5, 6]])
spec = ModelSpec(formula="x")
m = ModelMatrix(ma... | spec | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/test_parser.py | test_to_terms | assert | variable | 110 | import pickle
import re
from io import BytesIO
from typing import List
from xml.etree.ElementInclude import include
import pytest
from formulaic.errors import FormulaParsingError, FormulaSyntaxError
from formulaic.parser import DefaultFormulaParser, DefaultOperatorResolver
from formulaic.parser.types import Structure... | terms | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/test_parser.py | test_long_formula | assert | variable | 109 | import pickle
import re
from io import BytesIO
from typing import List
from xml.etree.ElementInclude import include
import pytest
from formulaic.errors import FormulaParsingError, FormulaSyntaxError
from formulaic.parser import DefaultFormulaParser, DefaultOperatorResolver
from formulaic.parser.types import Structure... | names | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_term.py | test_equality | assert | variable | 18 | import pytest
from formulaic.parser.types import Factor, Term
class TestTerm:
def term1(self):
return Term([Factor("c"), Factor("b")])
def term2(self):
return Term([Factor("c"), Factor("d")])
def term3(self):
return Term([Factor("a"), Factor("b"), Factor("c")])
def test_equ... | term1 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_term.py | test_equality | assert | variable | 20 | import pytest
from formulaic.parser.types import Factor, Term
class TestTerm:
def term1(self):
return Term([Factor("c"), Factor("b")])
def term2(self):
return Term([Factor("c"), Factor("d")])
def term3(self):
return Term([Factor("a"), Factor("b"), Factor("c")])
def test_equ... | term2 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_term.py | test_sort | assert | variable | 19 | import pytest
from formulaic.parser.types import Factor, Term
class TestTerm:
def term1(self):
return Term([Factor("c"), Factor("b")])
def term2(self):
return Term([Factor("c"), Factor("d")])
def term3(self):
return Term([Factor("a"), Factor("b"), Factor("c")])
def test_sor... | term3 | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/transforms/test_contrasts.py | test_unset_sentinel | assert | variable | 37 | import re
import numpy
import pandas
import pytest
import scipy.sparse as spsparse
from formulaic import model_matrix
from formulaic.errors import DataMismatchWarning
from formulaic.materializers import FactorValues
from formulaic.model_spec import ModelSpec
from formulaic.transforms.contrasts import (
ContrastsR... | UNSET | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/transforms/test_contrasts.py | test_basic_usage_and_state | assert | variable | 63 | import re
import numpy
import pandas
import pytest
import scipy.sparse as spsparse
from formulaic import model_matrix
from formulaic.errors import DataMismatchWarning
from formulaic.materializers import FactorValues
from formulaic.model_spec import ModelSpec
from formulaic.transforms.contrasts import (
ContrastsR... | state | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/algos/test_tokenize.py | test_tokenize | assert | variable | 77 | import pytest
from formulaic.errors import FormulaSyntaxError
from formulaic.parser.algos.tokenize import tokenize
TOKEN_TESTS = {
"": [],
"a": ["name:a"],
"a+b": ["name:a", "operator:+", "name:b"],
"a + b": ["name:a", "operator:+", "name:b"],
"a * b": ["name:a", "operator:*", "name:b"],
"a * ... | tokens | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_formula_parser.py | test_get_tokens | assert | variable | 25 | import pytest
from formulaic.parser.types import FormulaParser
FORMULA_TO_TOKENS = {
"": [],
" ": [],
" \n": [],
"1": ["1"],
"a": ["a"],
"a ~ b": ["a", "~", "b"],
"a ~": ["a", "~"],
"~ 1 + a": ["~", "1", "+", "a"],
"0": ["0"],
"0 ~": ["0", "~"],
}
PARSER = FormulaParser(operat... | tokens | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/transforms/test_hashed.py | test_usage_in_model_matrix | assert | variable | 29 | import numpy
import pandas as pd
import pytest
import scipy.sparse as spsparse
from formulaic import model_matrix
from formulaic.materializers import FactorValues
from formulaic.transforms.hashed import hashed
def _compare_factor_values(a, b, comp=lambda x, y: numpy.allclose(x, y)):
assert type(a) is type(b)
... | levels | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/utils/test_cast.py | test_as_columns | assert | variable | 16 | import numpy
import pandas
import pytest
import scipy.sparse
from formulaic import FactorValues
from formulaic.utils.cast import as_columns
def test_as_columns():
assert as_columns(1) == 1
assert as_columns([1, 2, 3, 4]) == [1, 2, 3, 4]
# Check pandas types
series = pandas.Series([1, 2, 3])
asse... | series | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_token.py | test_ranking | assert | variable | 20 | import pytest
from formulaic.parser.types import Term, Token
class TestToken:
def token_a(self):
return Token("a", kind="name")
def token_b(self):
return Token(
"log(x)", kind="python", source="y ~ log(x)", source_start=4, source_end=9
)
def token_c(self):
re... | token_b | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_token.py | test_ranking | assert | variable | 21 | import pytest
from formulaic.parser.types import Term, Token
class TestToken:
def token_a(self):
return Token("a", kind="name")
def token_b(self):
return Token(
"log(x)", kind="python", source="y ~ log(x)", source_start=4, source_end=9
)
def token_c(self):
re... | token_c | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_token.py | test_flatten | assert | variable | 20 | import pytest
from formulaic.parser.types import Term, Token
class TestToken:
def token_a(self):
return Token("a", kind="name")
def token_b(self):
return Token(
"log(x)", kind="python", source="y ~ log(x)", source_start=4, source_end=9
)
def token_c(self):
re... | token_a | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/utils/test_sentinels.py | test_missing | assert | variable | 10 | import copy
from formulaic.utils.sentinels import MISSING, _MissingType
def test_missing():
assert MISSING is _MissingType()
assert bool(MISSING) is False
assert repr(MISSING) == "MISSING"
assert copy.copy(MISSING) is | MISSING | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/test_arrow.py | test_missing_field | pytest.raises | variable | 30 | import numpy
import pandas
import pytest
import scipy.sparse as spsparse
from formulaic.materializers import ArrowMaterializer
def check_for_pyarrow():
try:
import pyarrow
return False
except ImportError:
return True
class TestArrowMaterializer:
def data(self):
import py... | KeyError) | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/algos/test_tokens_to_ast.py | test_formula_to_ast | assert | variable | 17 | import functools
import itertools
import pytest
from formulaic.errors import FormulaSyntaxError
from formulaic.parser import DefaultOperatorResolver
from formulaic.parser.algos.tokenize import tokenize
from formulaic.parser.algos.tokens_to_ast import tokens_to_ast
from formulaic.parser.types import Operator
@pytest.... | flattened | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_structured.py | test_mutation | pytest.raises | variable | 24 | import pickle
import re
from io import BytesIO
import pytest
from formulaic.parser.types import Structured
class TestStructured:
def test_mutation(self):
s = Structured(1)
s.root = 10
assert s == Structured(10)
s.key = 10
assert s == Structured(10, key=10)
s["key"... | KeyError) | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/types/test_evaluated_factor.py | test_sort | pytest.raises | variable | 17 | import pytest
from formulaic.materializers.types import EvaluatedFactor, FactorValues
from formulaic.parser.types import Factor
class TestEvaluatedFactor:
def ev_factor(self):
return EvaluatedFactor(Factor("a"), FactorValues([1, 2, 3], kind="numerical"))
def test_sort(self, ev_factor):
asser... | TypeError) | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/types/test_scoped_factor.py | test_sort | pytest.raises | variable | 19 | import pytest
from formulaic.materializers.types import ScopedFactor
from formulaic.parser.types import Factor
class TestScopedFactor:
def scoped_factor(self):
return ScopedFactor(Factor("a"))
def scoped_factor_reduced(self):
return ScopedFactor(Factor("a"), reduced=True)
def test_sort(... | TypeError) | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_factor.py | test_sort | pytest.raises | variable | 24 | import pytest
from formulaic.parser.types import Factor
class TestFactor:
def factor_unknown(self):
return Factor("unknown")
def factor_literal(self):
return Factor('"string"', kind="literal")
def factor_lookup(self):
return Factor("a", kind="lookup")
def test_sort(self):
... | TypeError) | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_term.py | test_mul | pytest.raises | variable | 20 | import pytest
from formulaic.parser.types import Factor, Term
class TestTerm:
def term1(self):
return Term([Factor("c"), Factor("b")])
def term2(self):
return Term([Factor("c"), Factor("d")])
def term3(self):
return Term([Factor("a"), Factor("b"), Factor("c")])
def test_mul... | TypeError) | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/utils/test_stateful_transforms.py | test_stateful_eval_func_attr | pytest.raises | variable | 19 | import re
import numpy
import pytest
from formulaic.utils.stateful_transforms import stateful_eval, stateful_transform
def dummy_transform(data, _state=None, _spec=None, _metadata=None):
if _metadata is not None:
_metadata["added"] = True
if "data" not in _state:
_state["data"] = data
ret... | NameError) | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/parser/types/test_structured.py | test_iteration | assert | collection | 13 | import pickle
import re
from io import BytesIO
import pytest
from formulaic.parser.types import Structured
class TestStructured:
def test_iteration(self):
assert list(Structured()) == | [] | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/test_model_spec.py | test_empty | assert | collection | 42 | import re
from pyexpat import model
import numpy
import pandas
import pytest
import scipy.sparse
from formulaic import Formula, ModelMatrices, ModelMatrix, ModelSpec, ModelSpecs
from formulaic.materializers.base import FormulaMaterializerMeta
from formulaic.materializers.pandas import PandasMaterializer
from formulai... | {} | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/utils/test_iterators.py | test_peekable_iter | assert | collection | 12 | import pytest
from formulaic.utils.iterators import peekable_iter
def test_peekable_iter():
it = peekable_iter([1, 2, 3, 4, 5, 6])
assert it.peek() == 1
assert it._next == [1]
assert next(it) == 1
assert it._next == | [] | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/utils/test_sparse.py | test_sparse_category_encoding | assert | collection | 62 | import numpy
import pandas
from scipy.sparse import csc_matrix
from formulaic.utils.sparse import categorical_encode_series_to_sparse_csc_matrix
def test_sparse_category_encoding():
data = pandas.Series(list("abcdefgabcdefg"))
levels, encoded = categorical_encode_series_to_sparse_csc_matrix(data)
(
... | [] | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/materializers/test_pandas.py | test_drop_rows | assert | collection | 98 | import pickle
import re
from io import BytesIO
import numpy
import pandas
import pytest
import scipy.sparse as spsparse
from formulaic import ModelMatrices
from formulaic.errors import (
FactorEncodingError,
FactorEvaluationError,
FormulaMaterializationError,
)
from formulaic.materializers import PandasMa... | [2] | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
matthewwardrop/formulaic | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | train | train | tests/test_model_spec.py | test_get_linear_constraints | assert | collection | 42 | import re
from pyexpat import model
import numpy
import pandas
import pytest
import scipy.sparse
from formulaic import Formula, ModelMatrices, ModelMatrix, ModelSpec, ModelSpecs
from formulaic.materializers.base import FormulaMaterializerMeta
from formulaic.materializers.pandas import PandasMaterializer
from formulai... | [3] | 8040c53e2770411e4ac5e303c0b89bdd729c1a32 | 99 | v2_extractor_at_anchor |
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