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add some tests
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lithomas1 committed Jun 11, 2024
1 parent 8c88c7c commit 2b3853f
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Showing 5 changed files with 78 additions and 25 deletions.
3 changes: 2 additions & 1 deletion python/cudf/cudf/_lib/pylibcudf/io/json.pxd
Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@ from libcpp.string cimport string

from cudf._lib.pylibcudf.io.types cimport SinkInfo, TableWithMetadata
from cudf._lib.pylibcudf.libcudf.io.types cimport compression_type
from cudf._lib.pylibcudf.libcudf.types cimport size_type


cpdef void write_json(
Expand All @@ -13,7 +14,7 @@ cpdef void write_json(
str na_rep = *,
bool include_nulls = *,
bool lines = *,
int rows_per_chunk = *,
size_type rows_per_chunk = *,
str true_value = *,
str false_value = *
)
14 changes: 9 additions & 5 deletions python/cudf/cudf/_lib/pylibcudf/io/json.pyx
Original file line number Diff line number Diff line change
Expand Up @@ -20,7 +20,7 @@ cpdef void write_json(
str na_rep = "",
bool include_nulls = False,
bool lines = False,
int rows_per_chunk = numeric_limits[size_type].max(),
size_type rows_per_chunk = numeric_limits[size_type].max(),
str true_value = "true",
str false_value = "false"
):
Expand All @@ -39,7 +39,7 @@ cpdef void write_json(
Enables/Disables output of nulls as 'null'.
lines: bool, default False
If `True`, write output in the JSON lines format.
rows_per_chunk: int, default 2,147,483,647
rows_per_chunk: size_type, defaults to length of the input table
The maximum number of rows to write at a time.
true_value: str, default "true"
The string representation for values != 0 in INT8 types.
Expand All @@ -57,11 +57,15 @@ cpdef void write_json(
.na_rep(na_rep_c)
.include_nulls(include_nulls)
.lines(lines)
.rows_per_chunk(rows_per_chunk)
.true_value(true_value_c)
.false_value(false_value_c)
.build()
)

if rows_per_chunk != numeric_limits[size_type].max():
options.set_rows_per_chunk(rows_per_chunk)
if true_value != "true":
options.set_true_value(true_value_c)
if false_value != "false":
options.set_false_value(false_value_c)

with nogil:
cpp_write_json(options)
24 changes: 17 additions & 7 deletions python/cudf/cudf/pylibcudf_tests/common/utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -136,7 +136,8 @@ def is_fixed_width(plc_dtype: plc.DataType):
)


NUMERIC_PA_TYPES = [pa.int64(), pa.float64(), pa.uint64()]
# TODO: enable uint64, some failing tests
NUMERIC_PA_TYPES = [pa.int64(), pa.float64()] # pa.uint64()]
STRING_PA_TYPES = [pa.string()]
BOOL_PA_TYPES = [pa.bool_()]
LIST_PA_TYPES = [
Expand All @@ -145,10 +146,13 @@ def is_fixed_width(plc_dtype: plc.DataType):
pa.list_(pa.list_(pa.int64())),
]

DEFAULT_PA_STRUCT_TESTING_TYPES = [
# We must explicitly specify this type via a field to ensure we don't include
# nullability accidentally.
pa.struct([pa.field("v", pa.int64(), nullable=False)]),
# We must explicitly specify this type via a field to ensure we don't include
# nullability accidentally.
DEFAULT_STRUCT_TESTING_TYPE = pa.struct(
[pa.field("v", pa.int64(), nullable=False)]
)

DEFAULT_PA_STRUCT_TESTING_TYPES = [DEFAULT_STRUCT_TESTING_TYPE] + [
# Nested case
pa.struct(
[
Expand All @@ -166,6 +170,12 @@ def is_fixed_width(plc_dtype: plc.DataType):
NUMERIC_PA_TYPES
+ STRING_PA_TYPES
+ BOOL_PA_TYPES
+ LIST_PA_TYPES
+ DEFAULT_PA_STRUCT_TESTING_TYPES
# exclude nested list/struct cases
# since not all tests work with them yet
+ LIST_PA_TYPES[:1]
+ DEFAULT_PA_STRUCT_TESTING_TYPES[:1]
)

ALL_PA_TYPES = (
DEFAULT_PA_TYPES + LIST_PA_TYPES[1:] + DEFAULT_PA_STRUCT_TESTING_TYPES[1:]
)
16 changes: 9 additions & 7 deletions python/cudf/cudf/pylibcudf_tests/conftest.py
Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,7 @@

sys.path.insert(0, os.path.join(os.path.dirname(__file__), "common"))

from utils import DEFAULT_PA_TYPES, NUMERIC_PA_TYPES
from utils import ALL_PA_TYPES, DEFAULT_PA_TYPES, NUMERIC_PA_TYPES


# This fixture defines the standard set of types that all tests should default to
Expand All @@ -21,24 +21,26 @@
# across modules. Otherwise it may be defined on a per-module basis.
@pytest.fixture(
scope="session",
params=[DEFAULT_PA_TYPES],
params=DEFAULT_PA_TYPES,
)
def pa_type(request):
return request.param


@pytest.fixture(
scope="session",
params=[NUMERIC_PA_TYPES],
params=NUMERIC_PA_TYPES,
)
def numeric_pa_type(request):
return request.param


@pytest.fixture(scope="session", params=[0, 100])
def plc_table_w_meta(request):
def table_data(request):
"""
The default TableWithMetadata you should be using for testing
Returns (TableWithMetadata, pa_table).
This is the default fixture you should be using for testing
pylibcudf I/O writers.
Contains one of each category (e.g. int, bool, list, struct)
Expand All @@ -51,7 +53,7 @@ def plc_table_w_meta(request):
# plc.io.TableWithMetadata
colnames = []

for typ in DEFAULT_PA_TYPES:
for typ in ALL_PA_TYPES:
rand_vals = np.random.randint(0, nrows, nrows)
child_colnames = []

Expand Down Expand Up @@ -114,7 +116,7 @@ def _generate_struct_data(typ):

return plc.io.TableWithMetadata(
plc.interop.from_arrow(pa_table), column_names=colnames
)
), pa_table


@pytest.fixture(
Expand Down
46 changes: 41 additions & 5 deletions python/cudf/cudf/pylibcudf_tests/test_json.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,20 +3,56 @@
import os
import pathlib

import pandas as pd
import pytest

import cudf._lib.pylibcudf as plc


@pytest.mark.parametrize(
"sink", ["a.txt", pathlib.Path("a.txt"), io.BytesIO(), io.StringIO()]
@pytest.fixture(
params=["a.txt", pathlib.Path("a.txt"), io.BytesIO(), io.StringIO()],
)
def test_write_json_basic(plc_table_w_meta, sink, tmp_path):
def sink(request):
yield request.param
# Cleanup after ourselves
# since the BytesIO and StringIO objects get cached by pytest
if isinstance(request.param, io.IOBase):
buf = request.param
buf.seek(0)
buf.truncate(0)


@pytest.mark.parametrize("lines", [True, False])
def test_write_json_basic(table_data, sink, tmp_path, lines):
plc_table_w_meta, pa_table = table_data
if isinstance(sink, str):
sink = f"{tmp_path}/{sink}"
elif isinstance(sink, os.PathLike):
sink = tmp_path.joinpath(sink)
plc.io.json.write_json(
plc.io.SinkInfo([sink]),
plc_table_w_meta,
plc.io.SinkInfo([sink]), plc_table_w_meta, lines=lines
)

# orient=records (basically what the cudf json writer does,
# doesn't preserve colnames when there are zero rows in table)
exp = pa_table.to_pandas()

if len(exp) == 0:
exp = pd.DataFrame()

# Convert everything to string to make
# comparisons easier

if isinstance(sink, (str, os.PathLike)):
with open(sink, "r") as f:
str_result = f.read()
elif isinstance(sink, io.BytesIO):
sink.seek(0)
str_result = sink.read().decode()
else:
sink.seek(0)
str_result = sink.read()

pd_result = exp.to_json(orient="records", lines=lines)

assert str_result == pd_result

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