From 73d7e61d2bfea3e64b118717372690727ad7fd5a Mon Sep 17 00:00:00 2001 From: Jun Tan Date: Mon, 23 Sep 2019 17:47:56 -0400 Subject: [PATCH 01/10] promote float32 and float64 columns, correctly parse numpy.nan and numpy.datetime64 --- cpp/perspective/src/include/perspective/val.h | 2 +- python/perspective/perspective/src/fill.cpp | 31 ++++- .../perspective/table/_accessor.py | 23 +++- .../perspective/tests/core/test_aggregates.py | 2 +- .../perspective/tests/core/test_layout.py | 2 +- .../tests/table/test_table_pandas.py | 125 +++++++++++++++++- 6 files changed, 173 insertions(+), 12 deletions(-) diff --git a/cpp/perspective/src/include/perspective/val.h b/cpp/perspective/src/include/perspective/val.h index 947457cbfc..f907f357c2 100644 --- a/cpp/perspective/src/include/perspective/val.h +++ b/cpp/perspective/src/include/perspective/val.h @@ -8,7 +8,7 @@ */ #pragma once -#ifdef(PSP_ENABLE_PYTHON) +#ifdef PSP_ENABLE_PYTHON #include diff --git a/python/perspective/perspective/src/fill.cpp b/python/perspective/perspective/src/fill.cpp index 312f0623cd..7cbdb11ee7 100644 --- a/python/perspective/perspective/src/fill.cpp +++ b/python/perspective/perspective/src/fill.cpp @@ -62,7 +62,7 @@ _fill_col_time(t_data_accessor accessor, std::shared_ptr col, std::str continue; } - col->set_nth(i, pythondatetime_to_ms(item)); + col->set_nth(i, item.cast()); } } } @@ -229,7 +229,8 @@ _fill_col_string(t_data_accessor accessor, std::shared_ptr col, std::s continue; } - std::wstring welem = item.cast(); + // convert to a python string first + std::wstring welem = py::str(item).cast(); std::wstring_convert converter; std::string elem = converter.to_bytes(welem); col->set_nth(i, elem); @@ -266,7 +267,8 @@ _fill_col_int64(t_data_accessor accessor, t_data_table& tbl, std::shared_ptr(); - if (isnan(fval)) { + bool is_numpy_nan = py::hasattr(item, "real") && py::str(item.attr("real")).cast() == "nan"; + if (isnan(fval) || is_numpy_nan) { WARN("Promoting to string"); tbl.promote_column(name, DTYPE_STR, i, false); col = tbl.get_column(name); @@ -410,7 +412,7 @@ _fill_col_numeric(t_data_accessor accessor, t_data_table& tbl, type = DTYPE_FLOAT64; col->set_nth(i, fval); } else if (isnan(fval)) { - WARN("Promoting to string"); + WARN("Promoting column " + name + " to string from int32"); tbl.promote_column(name, DTYPE_STR, i, false); col = tbl.get_column(name); _fill_col_string( @@ -421,9 +423,30 @@ _fill_col_numeric(t_data_accessor accessor, t_data_table& tbl, } } break; case DTYPE_FLOAT32: { + bool is_float = py::isinstance(item); + bool is_numpy_nan = is_float && py::str(item).cast() == "nan"; + if (!is_float || is_numpy_nan) { + WARN("Promoting column " + name + " to string from float32"); + tbl.promote_column(name, DTYPE_STR, i, false); + col = tbl.get_column(name); + _fill_col_string( + accessor, col, name, cidx, DTYPE_STR, is_arrow, is_update); + return; + } col->set_nth(i, item.cast()); } break; case DTYPE_FLOAT64: { + bool is_float = py::isinstance(item); + bool is_numpy_nan = is_float && py::str(item).cast() == "nan"; + + if (!is_float || is_numpy_nan) { + WARN("Promoting column " + name + " to string from float64"); + tbl.promote_column(name, DTYPE_STR, i, false); + col = tbl.get_column(name); + _fill_col_string( + accessor, col, name, cidx, DTYPE_STR, is_arrow, is_update); + return; + } col->set_nth(i, item.cast()); } break; default: diff --git a/python/perspective/perspective/table/_accessor.py b/python/perspective/perspective/table/_accessor.py index 58a89428f4..959aea7c2d 100644 --- a/python/perspective/perspective/table/_accessor.py +++ b/python/perspective/perspective/table/_accessor.py @@ -5,12 +5,15 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # +from datetime import datetime from ._date_validator import _PerspectiveDateValidator from perspective.table.libbinding import t_dtype try: import pandas + import numpy except (ImportError, ModuleNotFoundError): pandas = None + numpy = None def _type_to_format(data_or_schema): @@ -133,12 +136,26 @@ def marshal(self, cidx, ridx, type): column_name = self._names[cidx] val = self.get(column_name, ridx) - # parse string dates/datetimes into objects - if isinstance(val, str) and type in (t_dtype.DTYPE_DATE, t_dtype.DTYPE_TIME): - val = self._date_validator.parse(val) + # first, check for numpy nans without using numpy.isnan as it tries to cast values + if isinstance(val, float) and str(val.real) == "nan": + val = None + elif type in (t_dtype.DTYPE_DATE, t_dtype.DTYPE_TIME): + if isinstance(val, str): + val = self._date_validator.parse(val) + elif numpy is not None and isinstance(val, numpy.datetime64): + # parse datetime64 by returning a unix timestamp + if str(val) == "NaT": + val = None + else: + # numpy timestamps return in nanoseconds - reduce to milliseconds + val = round(val.astype(datetime) / 1000000) + # get timestamps from datetimes + if isinstance(val, datetime) and type == t_dtype.DTYPE_TIME: + val = round(val.timestamp() * 1000) elif isinstance(val, list) and len(val) == 1: # implicit index: strip out val = val[0] + return val def has_column(self, ridx, name): diff --git a/python/perspective/perspective/tests/core/test_aggregates.py b/python/perspective/perspective/tests/core/test_aggregates.py index a8d77c489f..3cd72b773d 100644 --- a/python/perspective/perspective/tests/core/test_aggregates.py +++ b/python/perspective/perspective/tests/core/test_aggregates.py @@ -5,7 +5,7 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # -from mock import patch +from unittest.mock import patch class TestAggregates: diff --git a/python/perspective/perspective/tests/core/test_layout.py b/python/perspective/perspective/tests/core/test_layout.py index ed229f5bd3..382a8be077 100644 --- a/python/perspective/perspective/tests/core/test_layout.py +++ b/python/perspective/perspective/tests/core/test_layout.py @@ -5,7 +5,7 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # -from mock import patch +from unittest.mock import patch class TestLayout: diff --git a/python/perspective/perspective/tests/table/test_table_pandas.py b/python/perspective/perspective/tests/table/test_table_pandas.py index f83cb609c8..a6658c81c2 100644 --- a/python/perspective/perspective/tests/table/test_table_pandas.py +++ b/python/perspective/perspective/tests/table/test_table_pandas.py @@ -5,7 +5,8 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # - +from io import StringIO +from datetime import date, datetime import numpy as np from perspective.table import Table from random import random, randint, choice @@ -44,7 +45,6 @@ def superstore(count=10): data.append(dat) return pd.DataFrame(data) - class TestTableNumpy(object): def test_empty_table(self): tbl = Table([]) @@ -56,6 +56,127 @@ def test_table_dataframe(self): tbl = Table(data) assert tbl.size() == 2 + def test_table_read_nan_int_col(self): + data = pd.DataFrame({"str": ["abc", np.nan, "def"], "int": [np.nan, 1, 2]}) + tbl = Table(data) + assert tbl.schema() == { + "str": str, + "int": float # np.nan is float type - ints convert to floats when filled in + } + assert tbl.size() == 3 + assert tbl.view().to_dict() == { + "str": ["abc", None, "def"], + "int": [None, 1.0, 2.0] + } + + def test_table_read_nan_float_col(self): + data = pd.DataFrame({"str": [np.nan, "abc", np.nan], "float": [np.nan, 1.5, 2.5]}) + tbl = Table(data) + assert tbl.schema() == { + "str": str, + "float": float # can only promote to string or float + } + assert tbl.size() == 3 + assert tbl.view().to_dict() == { + "str": [None, "abc", None], + "float": [None, 1.5, 2.5] + } + + def test_table_read_nan_bool_col(self): + data = pd.DataFrame({"bool": [np.nan, True, np.nan], "bool2": [False, np.nan, True]}) + tbl = Table(data) + # if np.nan begins a column, it is inferred as float and then can be promoted. if np.nan is in the values (but not at start), the column type is whatever is inferred. + assert tbl.schema() == { + "bool": str, + "bool2": bool + } + assert tbl.size() == 3 + # np.nans are always serialized as None + assert tbl.view().to_dict() == { + "bool": [None, "True", None], + "bool2": [False, None, True] + } + + def test_table_read_nan_date_col(self): + data = pd.DataFrame({"str": ["abc", "def"], "date": [np.nan, date(2019, 7, 11)]}) + tbl = Table(data) + assert tbl.schema() == { + "str": str, + "date": str # can only promote to string or float + } + assert tbl.size() == 2 + assert tbl.view().to_dict() == { + "str": ["abc", "def"], + "date": [None, '2019-07-11'] + } + + def test_table_read_nan_datetime_col(self): + data = pd.DataFrame({"str": ["abc", "def"], "datetime": [np.nan, datetime(2019, 7, 11, 11, 0)]}) + tbl = Table(data) + assert tbl.schema() == { + "str": str, + "datetime": datetime # can only promote to string or float + } + assert tbl.size() == 2 + assert tbl.view().to_dict() == { + "str": ["abc", "def"], + "datetime": [None, datetime(2019, 7, 11, 11, 0)] + } + + def test_table_read_nan_datetime_as_date_col(self): + data = pd.DataFrame({"str": ["abc", "def"], "datetime": [np.nan, datetime(2019, 7, 11)]}) + tbl = Table(data) + assert tbl.schema() == { + "str": str, + "datetime": datetime # can only promote to string or float + } + assert tbl.size() == 2 + assert tbl.view().to_dict() == { + "str": ["abc", "def"], + "datetime": [None, datetime(2019, 7, 11)] + } + + def test_table_read_nan_datetime_milliseconds(self): + data = pd.DataFrame({"str": ["abc", "def"], "datetime": [np.nan, datetime(2019, 7, 11, 10, 30, 55)]}) + tbl = Table(data) + assert tbl.schema() == { + "str": str, + "datetime": datetime # can only promote to string or float + } + assert tbl.size() == 2 + assert tbl.view().to_dict() == { + "str": ["abc", "def"], + "datetime": [None, datetime(2019, 7, 11, 10, 30, 55)] + } + + def test_table_correct_csv_nan_end(self): + csv = StringIO("str,int\n,1\n,2\nabc,3") + data = pd.read_csv(csv) + tbl = Table(data) + assert tbl.schema() == { + "str": str, + "int": int + } + assert tbl.size() == 3 + assert tbl.view().to_dict() == { + "str": [None, None, "abc"], + "int": [1, 2, 3] + } + + def test_table_correct_csv_nan_intermittent(self): + csv = StringIO("str,float\nabc,\n,2\nghi,") + data = pd.read_csv(csv) + tbl = Table(data) + assert tbl.schema() == { + "str": str, + "float": float + } + assert tbl.size() == 3 + assert tbl.view().to_dict() == { + "str": ["abc", None, "ghi"], + "float": [None, 2, None] + } + def test_table_series(self): import pandas as pd data = pd.Series([1, 2, 3], name="a") From 6df43da7184c77a0e37b8746d0502d8df4545368 Mon Sep 17 00:00:00 2001 From: Jun Tan Date: Mon, 23 Sep 2019 23:24:26 -0400 Subject: [PATCH 02/10] further clean datetime parsing in python --- python/perspective/perspective/src/view.cpp | 6 +++-- .../perspective/table/_accessor.py | 24 ++++++++----------- .../perspective/table/_date_validator.py | 18 ++++++++++++++ 3 files changed, 32 insertions(+), 16 deletions(-) diff --git a/python/perspective/perspective/src/view.cpp b/python/perspective/perspective/src/view.cpp index 89b43747b9..7b06bf4411 100644 --- a/python/perspective/perspective/src/view.cpp +++ b/python/perspective/perspective/src/view.cpp @@ -84,10 +84,12 @@ make_filter_term(t_dtype column_type, t_val date_parser, const std::string& colu case DTYPE_TIME: { if (py::isinstance(filter_term)) { t_val parsed_date = date_parser.attr("parse")(filter_term); - t_tscalar timestamp = mktscalar(t_time(pythondatetime_to_ms(parsed_date))); + std::int64_t ts = date_parser.attr("to_timestamp")(parsed_date).cast(); + t_tscalar timestamp = mktscalar(t_time(ts)); terms.push_back(timestamp); } else { - t_tscalar timestamp = mktscalar(t_time(pythondatetime_to_ms(filter_term))); + t_tscalar timestamp = mktscalar( + t_time(date_parser.attr("to_timestamp")(filter_term).cast())); terms.push_back(timestamp); } } break; diff --git a/python/perspective/perspective/table/_accessor.py b/python/perspective/perspective/table/_accessor.py index 959aea7c2d..0359ee169a 100644 --- a/python/perspective/perspective/table/_accessor.py +++ b/python/perspective/perspective/table/_accessor.py @@ -5,7 +5,6 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # -from datetime import datetime from ._date_validator import _PerspectiveDateValidator from perspective.table.libbinding import t_dtype try: @@ -139,21 +138,18 @@ def marshal(self, cidx, ridx, type): # first, check for numpy nans without using numpy.isnan as it tries to cast values if isinstance(val, float) and str(val.real) == "nan": val = None - elif type in (t_dtype.DTYPE_DATE, t_dtype.DTYPE_TIME): + elif isinstance(val, str) and type == t_dtype.DTYPE_DATE: + # return datetime.date + val = self._date_validator.parse(val) + elif type == t_dtype.DTYPE_TIME: + # return unix timestamps for time if isinstance(val, str): - val = self._date_validator.parse(val) - elif numpy is not None and isinstance(val, numpy.datetime64): - # parse datetime64 by returning a unix timestamp - if str(val) == "NaT": - val = None - else: - # numpy timestamps return in nanoseconds - reduce to milliseconds - val = round(val.astype(datetime) / 1000000) - # get timestamps from datetimes - if isinstance(val, datetime) and type == t_dtype.DTYPE_TIME: - val = round(val.timestamp() * 1000) + parsed = self._date_validator.parse(val) + val = self._date_validator.to_timestamp(parsed) + else: + val = self._date_validator.to_timestamp(val) elif isinstance(val, list) and len(val) == 1: - # implicit index: strip out + # strip out values encased lists val = val[0] return val diff --git a/python/perspective/perspective/table/_date_validator.py b/python/perspective/perspective/table/_date_validator.py index 3c6d951dd8..0e079683b6 100644 --- a/python/perspective/perspective/table/_date_validator.py +++ b/python/perspective/perspective/table/_date_validator.py @@ -5,8 +5,13 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # +from datetime import datetime from dateutil.parser import parse from perspective.table.libbinding import t_dtype +try: + import numpy +except (ImportError, ModuleNotFoundError): + numpy = None class _PerspectiveDateValidator(object): @@ -27,6 +32,19 @@ def parse(self, str): except (ValueError, OverflowError): return None + def to_timestamp(self, d): + if d is None: + return None + + if numpy is not None and isinstance(d, numpy.datetime64): + if str(d) == "NaT": + return None + # numpy timestamps return in nanoseconds - reduce to milliseconds + return round(d.astype(datetime) / 1000000) + + # python datetime timestamp() returns in seconds - expand to milliseconds + return round(d.timestamp() * 1000) + def format(self, str): '''Return either t_dtype.DTYPE_DATE or t_dtype.DTYPE_TIME depending on the format of the parsed date. From 498fa4f0aa0477d6ecc5086cd391b6a3757f6218 Mon Sep 17 00:00:00 2001 From: Jun Tan Date: Tue, 24 Sep 2019 10:01:40 -0400 Subject: [PATCH 03/10] enable py tests for implicit index updates on explicitly indexed tables --- examples/simple/test.html | 54 ------------------- packages/perspective/test/js/updates.js | 2 +- python/perspective/perspective/table/table.py | 1 - .../perspective/tests/table/test_update.py | 10 ++-- 4 files changed, 4 insertions(+), 63 deletions(-) delete mode 100644 examples/simple/test.html diff --git a/examples/simple/test.html b/examples/simple/test.html deleted file mode 100644 index c38abc6fe8..0000000000 --- a/examples/simple/test.html +++ /dev/null @@ -1,54 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/packages/perspective/test/js/updates.js b/packages/perspective/test/js/updates.js index 895f34ba49..56766895fa 100644 --- a/packages/perspective/test/js/updates.js +++ b/packages/perspective/test/js/updates.js @@ -1054,7 +1054,7 @@ module.exports = perspective => { table.delete(); }); - it("should apply mulitple sequential updates using '__INDEX__' on a table with explicit index set", async function() { + it("should apply multiple sequential updates using '__INDEX__' on a table with explicit index set", async function() { let table = perspective.table(data, {index: "x"}); table.update([ { diff --git a/python/perspective/perspective/table/table.py b/python/perspective/perspective/table/table.py index ef6bc97b62..7090410d69 100644 --- a/python/perspective/perspective/table/table.py +++ b/python/perspective/perspective/table/table.py @@ -145,7 +145,6 @@ def update(self, data): index_pos = self._accessor._names.index(self._index) index_dtype = self._accessor._types[index_pos] self._accessor._types.append(index_dtype) - print(index_pos, index_dtype) else: self._accessor._types.append(t_dtype.DTYPE_INT32) diff --git a/python/perspective/perspective/tests/table/test_update.py b/python/perspective/perspective/tests/table/test_update.py index f28ff91d9c..32d7b42215 100644 --- a/python/perspective/perspective/tests/table/test_update.py +++ b/python/perspective/perspective/tests/table/test_update.py @@ -5,7 +5,6 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # -from pytest import mark from perspective.table import Table @@ -143,26 +142,23 @@ def test_update_explicit_index_multi_append_noindex(self): }]) assert view.to_records() == [{"a": None, "b": 5}, {"a": 1, "b": 3}, {"a": 2, "b": 3}, {"a": 3, "b": 4}] - @mark.skip def test_update_implicit_index_with_explicit_unset(self): data = [{"a": 1, "b": 2}, {"a": 2, "b": 3}] tbl = Table(data, {"index": "a"}) view = tbl.view() tbl.update([{ - "__INDEX__": [0], + "__INDEX__": [1], "b": 3 }]) assert view.to_records() == [{"a": 1, "b": 3}, {"a": 2, "b": 3}] - @mark.skip def test_update_implicit_index_with_explicit_set(self): - # should abort() data = [{"a": 1, "b": 2}, {"a": 2, "b": 3}] tbl = Table(data, {"index": "a"}) view = tbl.view() tbl.update([{ - "__INDEX__": [0], - "a": 1, + "__INDEX__": [1], + "a": 1, # should ignore re-specification of pkey "b": 3 }]) assert view.to_records() == [{"a": 1, "b": 3}, {"a": 2, "b": 3}] From 76abb060e39624af4149fb72dab85a33aa6a9903 Mon Sep 17 00:00:00 2001 From: Jun Tan Date: Tue, 24 Sep 2019 10:02:06 -0400 Subject: [PATCH 04/10] move all timestamp generation to date_validator.py, remove helper in cpp --- .../perspective/include/perspective/python/utils.h | 1 - python/perspective/perspective/src/utils.cpp | 10 ---------- .../perspective/table/_date_validator.py | 7 +++++++ .../perspective/tests/table/test_table_pandas.py | 14 ++++++++++++++ 4 files changed, 21 insertions(+), 11 deletions(-) diff --git a/python/perspective/perspective/include/perspective/python/utils.h b/python/perspective/perspective/include/perspective/python/utils.h index e794d5ff7f..891aeb7285 100644 --- a/python/perspective/perspective/include/perspective/python/utils.h +++ b/python/perspective/perspective/include/perspective/python/utils.h @@ -38,7 +38,6 @@ static auto IS_BYTES = [](auto type_instance) { return type_instance.is(py::modu * Date Parsing */ t_date pythondate_to_t_date(t_val date); -std::int64_t pythondatetime_to_ms(t_val datetime); t_dtype type_string_to_t_dtype(std::string type, std::string name = ""); t_dtype type_string_to_t_dtype(py::str type, py::str name = ""); diff --git a/python/perspective/perspective/src/utils.cpp b/python/perspective/perspective/src/utils.cpp index c3c5e13484..1f4bb9debc 100644 --- a/python/perspective/perspective/src/utils.cpp +++ b/python/perspective/perspective/src/utils.cpp @@ -27,16 +27,6 @@ pythondate_to_t_date(t_val date) { date.attr("day").cast()); } -std::int64_t -pythondatetime_to_ms(t_val datetime) { - /** - * Rounding the python timestamp to an int causes microsecond-level precision issues. This can be exposed by - * passing a datetime with the `microsecond` field set to a roundable value, i.e. 5500. On conversion, the - * microsecond value becomes 6000 due to the rounding error. - */ - return static_cast(datetime.attr("timestamp")().cast() * 1000); -} - t_dtype type_string_to_t_dtype(std::string value, std::string name){ auto type = t_dtype::DTYPE_STR; diff --git a/python/perspective/perspective/table/_date_validator.py b/python/perspective/perspective/table/_date_validator.py index 0e079683b6..50e041cf91 100644 --- a/python/perspective/perspective/table/_date_validator.py +++ b/python/perspective/perspective/table/_date_validator.py @@ -26,6 +26,9 @@ def parse(self, str): Params: str (str) : the datestring to parse + + Returns: + A datetime.date or datetime.datetime object if parse is successful, None otherwise ''' try: return parse(str) @@ -33,6 +36,10 @@ def parse(self, str): return None def to_timestamp(self, d): + '''Return an integer that corresponds to the Unix timestamp, i.e. number of milliseconds since epoch. + + This method converts both datetime.datetime and numpy.datetime64 objects. + ''' if d is None: return None diff --git a/python/perspective/perspective/tests/table/test_table_pandas.py b/python/perspective/perspective/tests/table/test_table_pandas.py index a6658c81c2..2b3aed0558 100644 --- a/python/perspective/perspective/tests/table/test_table_pandas.py +++ b/python/perspective/perspective/tests/table/test_table_pandas.py @@ -136,6 +136,19 @@ def test_table_read_nan_datetime_as_date_col(self): "datetime": [None, datetime(2019, 7, 11)] } + def test_table_read_nan_datetime_no_seconds(self): + data = pd.DataFrame({"str": ["abc", "def"], "datetime": [np.nan, datetime(2019, 7, 11, 11, 0)]}) + tbl = Table(data) + assert tbl.schema() == { + "str": str, + "datetime": datetime # can only promote to string or float + } + assert tbl.size() == 2 + assert tbl.view().to_dict() == { + "str": ["abc", "def"], + "datetime": [None, datetime(2019, 7, 11, 11, 0)] + } + def test_table_read_nan_datetime_milliseconds(self): data = pd.DataFrame({"str": ["abc", "def"], "datetime": [np.nan, datetime(2019, 7, 11, 10, 30, 55)]}) tbl = Table(data) @@ -188,6 +201,7 @@ def test_rowpivots(self): df = superstore() df_pivoted = df.set_index(['Country', 'Region']) table = Table(df_pivoted) + assert table.size() == 10 def test_pivottable(self): df = superstore() From b8fa0d6e3f15390ffba93a41d74d12757ae30ddc Mon Sep 17 00:00:00 2001 From: Jun Tan Date: Tue, 24 Sep 2019 10:10:45 -0400 Subject: [PATCH 05/10] remove unnecessary promotion from int64 --- python/perspective/perspective/src/fill.cpp | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/python/perspective/perspective/src/fill.cpp b/python/perspective/perspective/src/fill.cpp index 7cbdb11ee7..15c57c4c9d 100644 --- a/python/perspective/perspective/src/fill.cpp +++ b/python/perspective/perspective/src/fill.cpp @@ -267,9 +267,8 @@ _fill_col_int64(t_data_accessor accessor, t_data_table& tbl, std::shared_ptr(); - bool is_numpy_nan = py::hasattr(item, "real") && py::str(item.attr("real")).cast() == "nan"; - if (isnan(fval) || is_numpy_nan) { - WARN("Promoting to string"); + if (isnan(fval)) { + WARN("Promoting " + name + " to string from int64"); tbl.promote_column(name, DTYPE_STR, i, false); col = tbl.get_column(name); _fill_col_string( From ea943409ed5698fd9191747bf951b31f4f19462b Mon Sep 17 00:00:00 2001 From: Jun Tan Date: Wed, 25 Sep 2019 11:05:22 -0400 Subject: [PATCH 06/10] allow filter with numpy datetimes, comprehensively test numpy and pandas.df updates, move all date parsing to python --- .gitignore | 2 +- python/perspective/README.md | 4 +- .../include/perspective/python/base.h | 5 + .../include/perspective/python/utils.h | 1 - .../perspective/node/assets/zmq.node | Bin 1663628 -> 0 bytes python/perspective/perspective/src/fill.cpp | 19 +- python/perspective/perspective/src/utils.cpp | 11 - python/perspective/perspective/src/view.cpp | 10 +- .../perspective/table/_accessor.py | 15 +- .../perspective/table/_date_validator.py | 46 ++- .../perspective/tests/node/test_node.py | 2 - .../perspective/tests/table/test_update.py | 378 ++++++++++++++++++ .../perspective/tests/table/test_view.py | 25 ++ 13 files changed, 474 insertions(+), 44 deletions(-) delete mode 100755 python/perspective/perspective/node/assets/zmq.node diff --git a/.gitignore b/.gitignore index 76328ee9fd..3937eab487 100644 --- a/.gitignore +++ b/.gitignore @@ -143,4 +143,4 @@ docs/static/arrow/ .perspectiverc python/perspective/perspective/tests/table/psp_test -python/perspective/perspective/node/assets/zmq.node +python/perspective/perspective/node/assets/* diff --git a/python/perspective/README.md b/python/perspective/README.md index faca22e165..23381a537b 100644 --- a/python/perspective/README.md +++ b/python/perspective/README.md @@ -69,14 +69,14 @@ To build `perspective-python:table` from source, you'll need the following C++ d - Python 3.7 - CMake -- Boost - PyBind11 +- numpy - tbb On MacOS, you should be able to install Boost, PyBind11, and tbb from brew: ```shell -brew install boost pybind11 tbb +brew install pybind11 tbb numpy ``` And then install Python dependencies using pip: diff --git a/python/perspective/perspective/include/perspective/python/base.h b/python/perspective/perspective/include/perspective/python/base.h index 4b97d061e7..c57ee9e412 100644 --- a/python/perspective/perspective/include/perspective/python/base.h +++ b/python/perspective/perspective/include/perspective/python/base.h @@ -19,6 +19,11 @@ #include #include +/****************************************************************************** + * + * Numpy includes + */ +#include /****************************************************************************** * diff --git a/python/perspective/perspective/include/perspective/python/utils.h b/python/perspective/perspective/include/perspective/python/utils.h index 891aeb7285..1d9ee65f61 100644 --- a/python/perspective/perspective/include/perspective/python/utils.h +++ b/python/perspective/perspective/include/perspective/python/utils.h @@ -37,7 +37,6 @@ static auto IS_BYTES = [](auto type_instance) { return type_instance.is(py::modu * * Date Parsing */ -t_date pythondate_to_t_date(t_val date); 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accessor, std::shared_ptr col, std::str continue; } - col->set_nth(i, pythondate_to_t_date(item)); + + auto date_components = item.cast>(); + t_date dt = t_date(date_components["year"], date_components["month"], date_components["day"]); + col->set_nth(i, dt); } } } @@ -328,7 +331,10 @@ set_column_nth(std::shared_ptr col, t_uindex idx, t_val value) { break; } case DTYPE_DATE: { - col->set_nth(idx, pythondate_to_t_date(value), STATUS_VALID); + t_date dt = t_date(value.attr("year").cast(), + value.attr("month").cast(), + value.attr("day").cast()); + col->set_nth(idx, dt, STATUS_VALID); break; } case DTYPE_TIME: { @@ -423,8 +429,8 @@ _fill_col_numeric(t_data_accessor accessor, t_data_table& tbl, } break; case DTYPE_FLOAT32: { bool is_float = py::isinstance(item); - bool is_numpy_nan = is_float && py::str(item).cast() == "nan"; - if (!is_float || is_numpy_nan) { + bool is_numpy_nan = is_float && npy_isnan(item.cast()); + if (is_numpy_nan) { WARN("Promoting column " + name + " to string from float32"); tbl.promote_column(name, DTYPE_STR, i, false); col = tbl.get_column(name); @@ -436,9 +442,8 @@ _fill_col_numeric(t_data_accessor accessor, t_data_table& tbl, } break; case DTYPE_FLOAT64: { bool is_float = py::isinstance(item); - bool is_numpy_nan = is_float && py::str(item).cast() == "nan"; - - if (!is_float || is_numpy_nan) { + bool is_numpy_nan = is_float && npy_isnan(item.cast()); + if (is_numpy_nan) { WARN("Promoting column " + name + " to string from float64"); tbl.promote_column(name, DTYPE_STR, i, false); col = tbl.get_column(name); diff --git a/python/perspective/perspective/src/utils.cpp b/python/perspective/perspective/src/utils.cpp index 1f4bb9debc..d0ff76fce0 100644 --- a/python/perspective/perspective/src/utils.cpp +++ b/python/perspective/perspective/src/utils.cpp @@ -16,17 +16,6 @@ namespace perspective { namespace binding { -/****************************************************************************** - * - * Date Parsing - */ -t_date -pythondate_to_t_date(t_val date) { - return t_date(date.attr("year").cast(), - date.attr("month").cast(), - date.attr("day").cast()); -} - t_dtype type_string_to_t_dtype(std::string value, std::string name){ auto type = t_dtype::DTYPE_STR; diff --git a/python/perspective/perspective/src/view.cpp b/python/perspective/perspective/src/view.cpp index 7b06bf4411..9f78b9de76 100644 --- a/python/perspective/perspective/src/view.cpp +++ b/python/perspective/perspective/src/view.cpp @@ -76,9 +76,15 @@ make_filter_term(t_dtype column_type, t_val date_parser, const std::string& colu case DTYPE_DATE: { if (py::isinstance(filter_term)) { t_val parsed_date = date_parser.attr("parse")(filter_term); - terms.push_back(mktscalar(pythondate_to_t_date(parsed_date))); + auto date_components = + date_parser.attr("to_date_components")(parsed_date).cast>(); + t_date dt = t_date(date_components["year"], date_components["month"], date_components["day"]); + terms.push_back(mktscalar(dt)); } else { - terms.push_back(mktscalar(pythondate_to_t_date(filter_term))); + auto date_components = + date_parser.attr("to_date_components")(filter_term).cast>(); + t_date dt = t_date(date_components["year"], date_components["month"], date_components["day"]); + terms.push_back(mktscalar(dt)); } } break; case DTYPE_TIME: { diff --git a/python/perspective/perspective/table/_accessor.py b/python/perspective/perspective/table/_accessor.py index 0359ee169a..25e1ae353b 100644 --- a/python/perspective/perspective/table/_accessor.py +++ b/python/perspective/perspective/table/_accessor.py @@ -7,12 +7,7 @@ # from ._date_validator import _PerspectiveDateValidator from perspective.table.libbinding import t_dtype -try: - import pandas - import numpy -except (ImportError, ModuleNotFoundError): - pandas = None - numpy = None +import pandas def _type_to_format(data_or_schema): @@ -138,9 +133,13 @@ def marshal(self, cidx, ridx, type): # first, check for numpy nans without using numpy.isnan as it tries to cast values if isinstance(val, float) and str(val.real) == "nan": val = None - elif isinstance(val, str) and type == t_dtype.DTYPE_DATE: + elif type == t_dtype.DTYPE_DATE: # return datetime.date - val = self._date_validator.parse(val) + if isinstance(val, str): + parsed = self._date_validator.parse(val) + val = self._date_validator.to_date_components(parsed) + else: + val = self._date_validator.to_date_components(val) elif type == t_dtype.DTYPE_TIME: # return unix timestamps for time if isinstance(val, str): diff --git a/python/perspective/perspective/table/_date_validator.py b/python/perspective/perspective/table/_date_validator.py index 50e041cf91..4ba61384d4 100644 --- a/python/perspective/perspective/table/_date_validator.py +++ b/python/perspective/perspective/table/_date_validator.py @@ -5,13 +5,11 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # +import time +import numpy from datetime import datetime from dateutil.parser import parse from perspective.table.libbinding import t_dtype -try: - import numpy -except (ImportError, ModuleNotFoundError): - numpy = None class _PerspectiveDateValidator(object): @@ -35,22 +33,50 @@ def parse(self, str): except (ValueError, OverflowError): return None + def to_date_components(self, d): + '''Return a dictionary of string keys and integer values for `year`, `month`, and `day`. + + This method converts both datetime.date and numpy.datetime64 objects that contain datetime.date. + ''' + if d is None: + return d + + if isinstance(d, numpy.datetime64): + if str(d) == "NaT": + return None + dt = d.astype(datetime) + return { + "year": dt.year, + "month": dt.month, + "day": dt.day + } + + return { + "year": d.year, + "month": d.month, + "day": d.day + } + def to_timestamp(self, d): '''Return an integer that corresponds to the Unix timestamp, i.e. number of milliseconds since epoch. This method converts both datetime.datetime and numpy.datetime64 objects. ''' if d is None: - return None + return d - if numpy is not None and isinstance(d, numpy.datetime64): + if isinstance(d, numpy.datetime64): if str(d) == "NaT": return None - # numpy timestamps return in nanoseconds - reduce to milliseconds - return round(d.astype(datetime) / 1000000) - # python datetime timestamp() returns in seconds - expand to milliseconds - return round(d.timestamp() * 1000) + d = d.astype(datetime) + + if isinstance(d, int): + # sometimes `astype(datetime)` returns an int timestamp in nanoseconds - parse this. + return round(d / 1000000) + + # Convert `datetime.datetime` and `pandas.Timestamp` to millisecond timestamps + return int((time.mktime(d.timetuple()) + d.microsecond / 1000000.0) * 1000) def format(self, str): '''Return either t_dtype.DTYPE_DATE or t_dtype.DTYPE_TIME depending on the format of the parsed date. diff --git a/python/perspective/perspective/tests/node/test_node.py b/python/perspective/perspective/tests/node/test_node.py index a52120f160..c7e4eb7f20 100644 --- a/python/perspective/perspective/tests/node/test_node.py +++ b/python/perspective/perspective/tests/node/test_node.py @@ -5,10 +5,8 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # - from perspective.node import Perspective - class TestNode(object): def test_table(self): psp = Perspective() diff --git a/python/perspective/perspective/tests/table/test_update.py b/python/perspective/perspective/tests/table/test_update.py index 32d7b42215..2aadd23b72 100644 --- a/python/perspective/perspective/tests/table/test_update.py +++ b/python/perspective/perspective/tests/table/test_update.py @@ -5,6 +5,9 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # +import numpy as np +import pandas as pd +from datetime import date, datetime from perspective.table import Table @@ -46,6 +49,381 @@ def test_update_columnar_partial(self): tbl.update({"a": ["abc"], "b": [456]}) assert tbl.view().to_records() == [{"a": "abc", "b": 456}] + # numpy array updates + + def test_update_np(self): + tbl = Table({"a": [1, 2, 3, 4]}) + tbl.update({"a": np.array([5, 6, 7, 8])}) + assert tbl.view().to_dict() == { + "a": [1, 2, 3, 4, 5, 6, 7, 8] + } + + def test_update_np_datetime(self): + tbl = Table({ + "a": [np.datetime64(datetime(2019, 7, 11, 11, 0))] + }) + + tbl.update({ + "a": np.array([datetime(2019, 7, 12, 11, 0)], dtype=datetime) + }) + + assert tbl.view().to_dict() == { + "a": [datetime(2019, 7, 11, 11, 0), datetime(2019, 7, 12, 11, 0)] + } + + def test_update_np_partial(self): + tbl = Table({ + "a": [1, 2, 3, 4], + "b": ["a", "b", "c", "d"] + }, {"index": "b"}) + + tbl.update({ + "a": np.array([5, 6, 7, 8]), + "b": np.array(["a", "b", "c", "d"], dtype=object) + }) + + assert tbl.view().to_dict() == { + "a": [5, 6, 7, 8], + "b": ["a", "b", "c", "d"] + } + + def test_update_np_partial_implicit(self): + tbl = Table({"a": [1, 2, 3, 4]}) + + tbl.update({ + "a": np.array([5, 6, 7, 8]), + "__INDEX__": np.array([0, 1, 2, 3]) + }) + + assert tbl.view().to_dict() == { + "a": [5, 6, 7, 8] + } + + def test_update_np_datetime_partial(self): + tbl = Table({ + "a": [np.datetime64(datetime(2019, 7, 11, 11, 0))], + "b": [1] + }, {"index": "b"}) + + tbl.update({ + "a": np.array([datetime(2019, 7, 12, 11, 0)], dtype=datetime), + "b": np.array([1]) + }) + + assert tbl.view().to_dict() == { + "a": [datetime(2019, 7, 12, 11, 0)], + "b": [1] + } + + def test_update_np_nonseq_partial(self): + tbl = Table({ + "a": [1, 2, 3, 4], + "b": ["a", "b", "c", "d"] + }, {"index": "b"}) + + tbl.update({ + "a": np.array([5, 6, 7]), + "b": np.array(["a", "c", "d"], dtype=object)} + ) + + assert tbl.view().to_dict() == { + "a": [5, 2, 6, 7], + "b": ["a", "b", "c", "d"] + } + + def test_update_np_with_none_partial(self): + tbl = Table({ + "a": [1, np.nan, 3], + "b": ["a", None, "d"] + }, {"index": "b"}) + + tbl.update({ + "a": np.array([4, 5]), + "b": np.array(["a", "d"], dtype=object) + }) + + assert tbl.view().to_dict() == { + "a": [None, 4, 5], + "b": [None, "a", "d"] # pkeys are ordered + } + + def test_update_np_unset_partial(self): + tbl = Table({ + "a": [1, 2, 3], + "b": ["a", "b", "c"] + }, {"index": "b"}) + + tbl.update({ + "a": np.array([None, None]), + "b": np.array(["a", "c"], dtype=object) + }) + + assert tbl.view().to_dict() == { + "a": [None, 2, None], + "b": ["a", "b", "c"] + } + + def test_update_np_nan_partial(self): + tbl = Table({ + "a": [1, 2, 3], + "b": ["a", "b", "c"] + }, {"index": "b"}) + + tbl.update({ + "a": np.array([None, None]), + "b": np.array(["a", "c"], dtype=object) + }) + + assert tbl.view().to_dict() == { + "a": [None, 2, None], + "b": ["a", "b", "c"] + } + + # pandas dataframe updates + + def test_update_df(self): + tbl = Table({"a": [1, 2, 3, 4]}) + + update_data = pd.DataFrame({ + "a": [5, 6, 7, 8] + }) + + tbl.update(update_data) + + assert tbl.view().to_dict() == { + "a": [1, 2, 3, 4, 5, 6, 7, 8] + } + + def test_update_df_datetime(self): + tbl = Table({"a": [np.datetime64(datetime(2019, 7, 11, 11, 0))]}) + + update_data = pd.DataFrame({ + "a": [datetime(2019, 7, 12, 11, 0)] + }) + + tbl.update(update_data) + assert tbl.view().to_dict() == { + "a": [datetime(2019, 7, 11, 11, 0), datetime(2019, 7, 12, 11, 0)] + } + + def test_update_df_partial(self): + tbl = Table({ + "a": [1, 2, 3, 4], + "b": ["a", "b", "c", "d"] + }, {"index": "b"}) + + update_data = pd.DataFrame({ + "a": [5, 6, 7, 8], + "b": ["a", "b", "c", "d"] + }) + + tbl.update(update_data) + + assert tbl.view().to_dict() == { + "a": [5, 6, 7, 8], + "b": ["a", "b", "c", "d"] + } + + def test_update_df_partial_implicit(self): + tbl = Table({"a": [1, 2, 3, 4]}) + + update_data = pd.DataFrame({ + "a": [5, 6, 7, 8], + "__INDEX__": [0, 1, 2, 3] + }) + + tbl.update(update_data) + + assert tbl.view().to_dict() == { + "a": [5, 6, 7, 8] + } + + def test_update_df_datetime_partial(self): + tbl = Table({ + "a": [np.datetime64(datetime(2019, 7, 11, 11, 0))], + "b": [1] + }, {"index": "b"}) + + update_data = pd.DataFrame({ + "a": [datetime(2019, 7, 12, 11, 0)], + "b": [1] + }) + + tbl.update(update_data) + + assert tbl.view().to_dict() == { + "a": [datetime(2019, 7, 12, 11, 0)], + "b": [1] + } + + def test_update_df_nonseq_partial(self): + tbl = Table({ + "a": [1, 2, 3, 4], + "b": ["a", "b", "c", "d"] + }, {"index": "b"}) + + update_data = pd.DataFrame({ + "a": [5, 6, 7], + "b": ["a", "c", "d"] + }) + + tbl.update(update_data) + + assert tbl.view().to_dict() == { + "a": [5, 2, 6, 7], + "b": ["a", "b", "c", "d"] + } + + def test_update_df_with_none_partial(self): + tbl = Table({ + "a": [1, np.nan, 3], + "b": ["a", None, "d"] + }, {"index": "b"}) + + update_data = pd.DataFrame({ + "a": [4, 5], + "b": ["a", "d"] + }) + + tbl.update(update_data) + + assert tbl.view().to_dict() == { + "a": [None, 4, 5], + "b": [None, "a", "d"] # pkeys are ordered + } + + def test_update_df_unset_partial(self): + tbl = Table({ + "a": [1, 2, 3], + "b": ["a", "b", "c"] + }, {"index": "b"}) + + update_data = pd.DataFrame({ + "a": [None, None], + "b": ["a", "c"] + }) + + tbl.update(update_data) + + assert tbl.view().to_dict() == { + "a": [None, 2, None], + "b": ["a", "b", "c"] + } + + def test_update_df_nan_partial(self): + tbl = Table({ + "a": [1, 2, 3], + "b": ["a", "b", "c"] + }, {"index": "b"}) + + update_data = pd.DataFrame({ + "a": [None, None], + "b": ["a", "c"] + }) + + tbl.update(update_data) + + assert tbl.view().to_dict() == { + "a": [None, 2, None], + "b": ["a", "b", "c"] + } + + # dates and datetimes + def test_update_date(self): + tbl = Table({"a": [date(2019, 7, 11)]}) + tbl.update([{"a": date(2019, 7, 12)}]) + assert tbl.view().to_records() == [ + {"a": datetime(2019, 7, 11, 0, 0)}, + {"a": datetime(2019, 7, 12, 0, 0)} + ] + + def test_update_date_np(self): + tbl = Table({"a": [date(2019, 7, 11)]}) + tbl.update([{"a": np.datetime64(date(2019, 7, 12))}]) + assert tbl.view().to_records() == [ + {"a": datetime(2019, 7, 11, 0, 0)}, + {"a": datetime(2019, 7, 12, 0, 0)} + ] + + def test_update_datetime(self): + tbl = Table({"a": [datetime(2019, 7, 11, 11, 0)]}) + tbl.update([{"a": datetime(2019, 7, 12, 11, 0)}]) + assert tbl.view().to_records() == [ + {"a": datetime(2019, 7, 11, 11, 0)}, + {"a": datetime(2019, 7, 12, 11, 0)} + ] + + def test_update_datetime_np(self): + tbl = Table({"a": [datetime(2019, 7, 11, 11, 0)]}) + tbl.update([{"a": np.datetime64(datetime(2019, 7, 12, 11, 0))}]) + assert tbl.view().to_records() == [ + {"a": datetime(2019, 7, 11, 11, 0)}, + {"a": datetime(2019, 7, 12, 11, 0)} + ] + + def test_update_datetime_np_ts(self): + tbl = Table({"a": [datetime(2019, 7, 11, 11, 0)]}) + tbl.update([{"a": np.datetime64("2019-07-12T11:00")}]) + assert tbl.view().to_records() == [ + {"a": datetime(2019, 7, 11, 11, 0)}, + {"a": datetime(2019, 7, 12, 11, 0)} + ] + + # partial date & datetime updates + + def test_update_date_partial(self): + tbl = Table({"a": [date(2019, 7, 11)], "b": [1]}, {"index": "b"}) + tbl.update([{"a": date(2019, 7, 12), "b": 1}]) + assert tbl.view().to_records() == [{"a": datetime(2019, 7, 12, 0, 0), "b": 1}] + + def test_update_date_np_partial(self): + tbl = Table({"a": [date(2019, 7, 11)], "b": [1]}, {"index": "b"}) + tbl.update([{"a": np.datetime64(date(2019, 7, 12)), "b": 1}]) + assert tbl.view().to_records() == [{"a": datetime(2019, 7, 12, 0, 0), "b": 1}] + + def test_update_datetime_partial(self): + tbl = Table({"a": [datetime(2019, 7, 11, 11, 0)], "b": [1]}, {"index": "b"}) + tbl.update([{"a": datetime(2019, 7, 12, 11, 0), "b": 1}]) + assert tbl.view().to_records() == [{"a": datetime(2019, 7, 12, 11, 0), "b": 1}] + + def test_update_datetime_np_partial(self): + tbl = Table({"a": [datetime(2019, 7, 11, 11, 0)], "b": [1]}, {"index": "b"}) + tbl.update([{"a": np.datetime64(datetime(2019, 7, 12, 11, 0)), "b": 1}]) + assert tbl.view().to_records() == [{"a": datetime(2019, 7, 12, 11, 0), "b": 1}] + + def test_update_datetime_np_ts_partial(self): + tbl = Table({"a": [datetime(2019, 7, 11, 11, 0)], "b": [1]}, {"index": "b"}) + tbl.update([{"a": np.datetime64("2019-07-12T11:00"), "b": 1}]) + assert tbl.view().to_records() == [{"a": datetime(2019, 7, 12, 11, 0), "b": 1}] + + # updating dates using implicit index + + def test_update_date_partial_implicit(self): + tbl = Table({"a": [date(2019, 7, 11)]}) + tbl.update([{"a": date(2019, 7, 12), "__INDEX__": 0}]) + assert tbl.view().to_records() == [{"a": datetime(2019, 7, 12, 0, 0)}] + + def test_update_date_np_partial_implicit(self): + tbl = Table({"a": [date(2019, 7, 11)]}) + tbl.update([{"a": np.datetime64(date(2019, 7, 12)), "__INDEX__": 0}]) + assert tbl.view().to_records() == [{"a": datetime(2019, 7, 12, 0, 0)}] + + def test_update_datetime_partial_implicit(self): + tbl = Table({"a": [datetime(2019, 7, 11, 11, 0)]}) + tbl.update([{"a": datetime(2019, 7, 12, 11, 0), "__INDEX__": 0}]) + assert tbl.view().to_records() == [{"a": datetime(2019, 7, 12, 11, 0)}] + + def test_update_datetime_np_partial_implicit(self): + tbl = Table({"a": [datetime(2019, 7, 11, 11, 0)]}) + tbl.update([{"a": np.datetime64(datetime(2019, 7, 12, 11, 0)), "__INDEX__": 0}]) + assert tbl.view().to_records() == [{"a": datetime(2019, 7, 12, 11, 0)}] + + def test_update_datetime_np_ts_partial_implicit(self): + tbl = Table({"a": [datetime(2019, 7, 11, 11, 0)]}) + tbl.update([{"a": np.datetime64("2019-07-12T11:00"), "__INDEX__": 0}]) + assert tbl.view().to_records() == [{"a": datetime(2019, 7, 12, 11, 0)}] + + # implicit index def test_update_implicit_index(self): diff --git a/python/perspective/perspective/tests/table/test_view.py b/python/perspective/perspective/tests/table/test_view.py index 33d1387427..10f0b38b27 100644 --- a/python/perspective/perspective/tests/table/test_view.py +++ b/python/perspective/perspective/tests/table/test_view.py @@ -6,6 +6,7 @@ # the Apache License 2.0. The full license can be found in the LICENSE file. # +import numpy as np from perspective.table import Table from datetime import date, datetime @@ -342,6 +343,18 @@ def test_view_filter_date_neq(self): view = tbl.view({"filter": [["a", "!=", date(2019, 7, 12)]]}) assert view.to_records() == [{"a": datetime(2019, 7, 11), "b": 2}] + def test_view_filter_date_np_eq(self): + data = [{"a": date(2019, 7, 11), "b": 2}, {"a": date(2019, 7, 12), "b": 4}] + tbl = Table(data) + view = tbl.view({"filter": [["a", "==", np.datetime64(date(2019, 7, 12))]]}) + assert view.to_records() == [{"a": datetime(2019, 7, 12), "b": 4}] + + def test_view_filter_date_np_neq(self): + data = [{"a": date(2019, 7, 11), "b": 2}, {"a": date(2019, 7, 12), "b": 4}] + tbl = Table(data) + view = tbl.view({"filter": [["a", "!=", np.datetime64(date(2019, 7, 12))]]}) + assert view.to_records() == [{"a": datetime(2019, 7, 11), "b": 2}] + def test_view_filter_date_str_eq(self): data = [{"a": date(2019, 7, 11), "b": 2}, {"a": date(2019, 7, 12), "b": 4}] tbl = Table(data) @@ -366,6 +379,18 @@ def test_view_filter_datetime_neq(self): view = tbl.view({"filter": [["a", "!=", datetime(2019, 7, 11, 8, 15)]]}) assert view.to_records() == [{"a": datetime(2019, 7, 11, 8, 16), "b": 4}] + def test_view_filter_datetime_np_eq(self): + data = [{"a": datetime(2019, 7, 11, 8, 15), "b": 2}, {"a": datetime(2019, 7, 11, 8, 16), "b": 4}] + tbl = Table(data) + view = tbl.view({"filter": [["a", "==", np.datetime64(datetime(2019, 7, 11, 8, 15))]]}) + assert view.to_records() == [{"a": datetime(2019, 7, 11, 8, 15), "b": 2}] + + def test_view_filter_datetime_np_neq(self): + data = [{"a": datetime(2019, 7, 11, 8, 15), "b": 2}, {"a": datetime(2019, 7, 11, 8, 16), "b": 4}] + tbl = Table(data) + view = tbl.view({"filter": [["a", "!=", np.datetime64(datetime(2019, 7, 11, 8, 15))]]}) + assert view.to_records() == [{"a": datetime(2019, 7, 11, 8, 16), "b": 4}] + def test_view_filter_datetime_str_eq(self): data = [{"a": datetime(2019, 7, 11, 8, 15), "b": 2}, {"a": datetime(2019, 7, 11, 8, 16), "b": 4}] tbl = Table(data) From 04475d225f47574a9196c8adf88a76fdd6184f05 Mon Sep 17 00:00:00 2001 From: Jun Tan Date: Wed, 25 Sep 2019 11:28:13 -0400 Subject: [PATCH 07/10] tighten up promotion logic to allow updates of similar coercible types, i.e. int-float and float-int --- python/perspective/perspective/src/fill.cpp | 12 +----------- python/perspective/perspective/table/_accessor.py | 14 +++++++++++--- 2 files changed, 12 insertions(+), 14 deletions(-) diff --git a/python/perspective/perspective/src/fill.cpp b/python/perspective/perspective/src/fill.cpp index c7f303c6e0..f62b1f7cee 100644 --- a/python/perspective/perspective/src/fill.cpp +++ b/python/perspective/perspective/src/fill.cpp @@ -428,22 +428,12 @@ _fill_col_numeric(t_data_accessor accessor, t_data_table& tbl, } } break; case DTYPE_FLOAT32: { - bool is_float = py::isinstance(item); - bool is_numpy_nan = is_float && npy_isnan(item.cast()); - if (is_numpy_nan) { - WARN("Promoting column " + name + " to string from float32"); - tbl.promote_column(name, DTYPE_STR, i, false); - col = tbl.get_column(name); - _fill_col_string( - accessor, col, name, cidx, DTYPE_STR, is_arrow, is_update); - return; - } col->set_nth(i, item.cast()); } break; case DTYPE_FLOAT64: { bool is_float = py::isinstance(item); bool is_numpy_nan = is_float && npy_isnan(item.cast()); - if (is_numpy_nan) { + if (!is_float || is_numpy_nan) { WARN("Promoting column " + name + " to string from float64"); tbl.promote_column(name, DTYPE_STR, i, false); col = tbl.get_column(name); diff --git a/python/perspective/perspective/table/_accessor.py b/python/perspective/perspective/table/_accessor.py index 25e1ae353b..722ab60eb3 100644 --- a/python/perspective/perspective/table/_accessor.py +++ b/python/perspective/perspective/table/_accessor.py @@ -133,6 +133,17 @@ def marshal(self, cidx, ridx, type): # first, check for numpy nans without using numpy.isnan as it tries to cast values if isinstance(val, float) and str(val.real) == "nan": val = None + elif isinstance(val, list) and len(val) == 1: + # strip out values encased lists + val = val[0] + elif type == t_dtype.DTYPE_INT32 or type == t_dtype.DTYPE_INT64: + if not isinstance(val, bool) and isinstance(val, float): + # should be able to update int columns with either ints or floats + val = int(val) + elif type == t_dtype.DTYPE_FLOAT32 or type == t_dtype.DTYPE_FLOAT64: + if not isinstance(val, bool) and isinstance(val, int): + # should be able to update float columns with either ints or floats + val = float(val) elif type == t_dtype.DTYPE_DATE: # return datetime.date if isinstance(val, str): @@ -147,9 +158,6 @@ def marshal(self, cidx, ridx, type): val = self._date_validator.to_timestamp(parsed) else: val = self._date_validator.to_timestamp(val) - elif isinstance(val, list) and len(val) == 1: - # strip out values encased lists - val = val[0] return val From 730fd67ba9c8af2257f9dd75c6ee1226c0faaa83 Mon Sep 17 00:00:00 2001 From: Jun Tan Date: Wed, 25 Sep 2019 13:20:22 -0400 Subject: [PATCH 08/10] cleanup --- python/perspective/perspective/src/fill.cpp | 8 ++++---- python/perspective/perspective/src/table.cpp | 2 +- python/perspective/perspective/table/_accessor.py | 3 ++- .../perspective/perspective/tests/core/test_aggregates.py | 2 +- python/perspective/perspective/tests/core/test_layout.py | 2 +- 5 files changed, 9 insertions(+), 8 deletions(-) diff --git a/python/perspective/perspective/src/fill.cpp b/python/perspective/perspective/src/fill.cpp index f62b1f7cee..4767260b98 100644 --- a/python/perspective/perspective/src/fill.cpp +++ b/python/perspective/perspective/src/fill.cpp @@ -271,7 +271,7 @@ _fill_col_int64(t_data_accessor accessor, t_data_table& tbl, std::shared_ptr(); if (isnan(fval)) { - WARN("Promoting " + name + " to string from int64"); + WARN("Promoting %s to string from int64", name); tbl.promote_column(name, DTYPE_STR, i, false); col = tbl.get_column(name); _fill_col_string( @@ -411,13 +411,13 @@ _fill_col_numeric(t_data_accessor accessor, t_data_table& tbl, // inference checked the entire column/we could reset parsing. double fval = item.cast(); if (fval > 2147483647 || fval < -2147483648) { - WARN("Promoting to float"); + WARN("Promoting %s to float from int32", name); tbl.promote_column(name, DTYPE_FLOAT64, i, true); col = tbl.get_column(name); type = DTYPE_FLOAT64; col->set_nth(i, fval); } else if (isnan(fval)) { - WARN("Promoting column " + name + " to string from int32"); + WARN("Promoting column %s to string from int32", name); tbl.promote_column(name, DTYPE_STR, i, false); col = tbl.get_column(name); _fill_col_string( @@ -434,7 +434,7 @@ _fill_col_numeric(t_data_accessor accessor, t_data_table& tbl, bool is_float = py::isinstance(item); bool is_numpy_nan = is_float && npy_isnan(item.cast()); if (!is_float || is_numpy_nan) { - WARN("Promoting column " + name + " to string from float64"); + WARN("Promoting column %s to string from float64", name); tbl.promote_column(name, DTYPE_STR, i, false); col = tbl.get_column(name); _fill_col_string( diff --git a/python/perspective/perspective/src/table.cpp b/python/perspective/perspective/src/table.cpp index 718648b27d..6f4dacb194 100644 --- a/python/perspective/perspective/src/table.cpp +++ b/python/perspective/perspective/src/table.cpp @@ -69,7 +69,7 @@ std::shared_ptr make_table_py(t_val table, t_data_accessor accessor, t_va auto current_schema = current_data_table->get_schema(); for (auto idx = 0; idx < current_schema.m_types.size(); ++idx) { if (data_types[idx] == DTYPE_INT64) { - WARN("Promoting int64 '" + column_names[idx] + "'"); + WARN("Promoting %s to int64", column_names[idx]); current_gnode->promote_column(column_names[idx], DTYPE_INT64); } } diff --git a/python/perspective/perspective/table/_accessor.py b/python/perspective/perspective/table/_accessor.py index 722ab60eb3..45e436c52b 100644 --- a/python/perspective/perspective/table/_accessor.py +++ b/python/perspective/perspective/table/_accessor.py @@ -5,6 +5,7 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # +from math import isnan from ._date_validator import _PerspectiveDateValidator from perspective.table.libbinding import t_dtype import pandas @@ -131,7 +132,7 @@ def marshal(self, cidx, ridx, type): val = self.get(column_name, ridx) # first, check for numpy nans without using numpy.isnan as it tries to cast values - if isinstance(val, float) and str(val.real) == "nan": + if isinstance(val, float) and isnan(val): val = None elif isinstance(val, list) and len(val) == 1: # strip out values encased lists diff --git a/python/perspective/perspective/tests/core/test_aggregates.py b/python/perspective/perspective/tests/core/test_aggregates.py index 3cd72b773d..a8d77c489f 100644 --- a/python/perspective/perspective/tests/core/test_aggregates.py +++ b/python/perspective/perspective/tests/core/test_aggregates.py @@ -5,7 +5,7 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # -from unittest.mock import patch +from mock import patch class TestAggregates: diff --git a/python/perspective/perspective/tests/core/test_layout.py b/python/perspective/perspective/tests/core/test_layout.py index 382a8be077..ed229f5bd3 100644 --- a/python/perspective/perspective/tests/core/test_layout.py +++ b/python/perspective/perspective/tests/core/test_layout.py @@ -5,7 +5,7 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # -from unittest.mock import patch +from mock import patch class TestLayout: From 7ab02ecd5dbe433ce6ec5ac7d6c57e0ada9ed346 Mon Sep 17 00:00:00 2001 From: Jun Tan Date: Wed, 25 Sep 2019 14:04:30 -0400 Subject: [PATCH 09/10] remove conditional pandas import --- python/perspective/README.md | 2 +- python/perspective/perspective/table/_accessor.py | 2 +- python/perspective/perspective/table/view.py | 2 +- python/perspective/perspective/tests/table/test_table_pandas.py | 1 - python/perspective/requirements-dev.txt | 1 + 5 files changed, 4 insertions(+), 4 deletions(-) diff --git a/python/perspective/README.md b/python/perspective/README.md index 23381a537b..3aa6a25ee7 100644 --- a/python/perspective/README.md +++ b/python/perspective/README.md @@ -76,7 +76,7 @@ To build `perspective-python:table` from source, you'll need the following C++ d On MacOS, you should be able to install Boost, PyBind11, and tbb from brew: ```shell -brew install pybind11 tbb numpy +brew install pybind11 tbb ``` And then install Python dependencies using pip: diff --git a/python/perspective/perspective/table/_accessor.py b/python/perspective/perspective/table/_accessor.py index 45e436c52b..81a79cb775 100644 --- a/python/perspective/perspective/table/_accessor.py +++ b/python/perspective/perspective/table/_accessor.py @@ -40,7 +40,7 @@ def _type_to_format(data_or_schema): # Can't process raise NotImplementedError("Dict values must be list or type!") else: - if pandas is None or not (isinstance(data_or_schema, pandas.DataFrame) or isinstance(data_or_schema, pandas.Series)): + if not (isinstance(data_or_schema, pandas.DataFrame) or isinstance(data_or_schema, pandas.Series)): # if pandas not installed or is not a dataframe or series raise NotImplementedError("Must be dict or list!") else: diff --git a/python/perspective/perspective/table/view.py b/python/perspective/perspective/table/view.py index 3f3d6f485f..bdb9b87396 100644 --- a/python/perspective/perspective/table/view.py +++ b/python/perspective/perspective/table/view.py @@ -5,6 +5,7 @@ # This file is part of the Perspective library, distributed under the terms of # the Apache License 2.0. The full license can be found in the LICENSE file. # +import pandas from functools import wraps from random import random from perspective.table.libbinding import make_view_zero, make_view_one, make_view_two @@ -246,7 +247,6 @@ def to_df(self, options=None): Returns: pandas.DataFrame : a pandas dataframe containing the serialized data. ''' - import pandas cols = self.to_numpy(options=options) return pandas.DataFrame(cols) diff --git a/python/perspective/perspective/tests/table/test_table_pandas.py b/python/perspective/perspective/tests/table/test_table_pandas.py index 2b3aed0558..3d847323ce 100644 --- a/python/perspective/perspective/tests/table/test_table_pandas.py +++ b/python/perspective/perspective/tests/table/test_table_pandas.py @@ -51,7 +51,6 @@ def test_empty_table(self): assert tbl.size() == 0 def test_table_dataframe(self): - import pandas as pd data = pd.DataFrame([{"a": 1, "b": 2}, {"a": 3, "b": 4}]) tbl = Table(data) assert tbl.size() == 2 diff --git a/python/perspective/requirements-dev.txt b/python/perspective/requirements-dev.txt index 6998dc313e..6e0b7f9c5e 100644 --- a/python/perspective/requirements-dev.txt +++ b/python/perspective/requirements-dev.txt @@ -4,6 +4,7 @@ flake8>=3.7.8 ipywidgets>=7.4.2 numpy>=1.8.1 matplotlib>=3.0.0 +mock pandas>=0.22.0 psutil>=5.4.8 pytest>=4.3.0 From 159af034ffbd0a85a67b6a0d2a8a561a4e5649c6 Mon Sep 17 00:00:00 2001 From: Jun Tan Date: Wed, 25 Sep 2019 14:25:47 -0400 Subject: [PATCH 10/10] remove py::str construction, move to accessor --- python/perspective/perspective/src/fill.cpp | 2 +- python/perspective/perspective/table/_accessor.py | 5 +++++ .../perspective/tests/table/test_table_pandas.py | 14 +++++++------- 3 files changed, 13 insertions(+), 8 deletions(-) diff --git a/python/perspective/perspective/src/fill.cpp b/python/perspective/perspective/src/fill.cpp index 4767260b98..a534508d33 100644 --- a/python/perspective/perspective/src/fill.cpp +++ b/python/perspective/perspective/src/fill.cpp @@ -233,7 +233,7 @@ _fill_col_string(t_data_accessor accessor, std::shared_ptr col, std::s } // convert to a python string first - std::wstring welem = py::str(item).cast(); + std::wstring welem = item.cast(); std::wstring_convert converter; std::string elem = converter.to_bytes(welem); col->set_nth(i, elem); diff --git a/python/perspective/perspective/table/_accessor.py b/python/perspective/perspective/table/_accessor.py index 81a79cb775..53789558f2 100644 --- a/python/perspective/perspective/table/_accessor.py +++ b/python/perspective/perspective/table/_accessor.py @@ -131,6 +131,9 @@ def marshal(self, cidx, ridx, type): column_name = self._names[cidx] val = self.get(column_name, ridx) + if val is None: + return val + # first, check for numpy nans without using numpy.isnan as it tries to cast values if isinstance(val, float) and isnan(val): val = None @@ -159,6 +162,8 @@ def marshal(self, cidx, ridx, type): val = self._date_validator.to_timestamp(parsed) else: val = self._date_validator.to_timestamp(val) + elif type == t_dtype.DTYPE_STR: + val = str(val) return val diff --git a/python/perspective/perspective/tests/table/test_table_pandas.py b/python/perspective/perspective/tests/table/test_table_pandas.py index 3d847323ce..823b2d723d 100644 --- a/python/perspective/perspective/tests/table/test_table_pandas.py +++ b/python/perspective/perspective/tests/table/test_table_pandas.py @@ -56,7 +56,7 @@ def test_table_dataframe(self): assert tbl.size() == 2 def test_table_read_nan_int_col(self): - data = pd.DataFrame({"str": ["abc", np.nan, "def"], "int": [np.nan, 1, 2]}) + data = pd.DataFrame({"str": ["abc", float("nan"), "def"], "int": [np.nan, 1, 2]}) tbl = Table(data) assert tbl.schema() == { "str": str, @@ -69,7 +69,7 @@ def test_table_read_nan_int_col(self): } def test_table_read_nan_float_col(self): - data = pd.DataFrame({"str": [np.nan, "abc", np.nan], "float": [np.nan, 1.5, 2.5]}) + data = pd.DataFrame({"str": [float("nan"), "abc", float("nan")], "float": [np.nan, 1.5, 2.5]}) tbl = Table(data) assert tbl.schema() == { "str": str, @@ -82,7 +82,7 @@ def test_table_read_nan_float_col(self): } def test_table_read_nan_bool_col(self): - data = pd.DataFrame({"bool": [np.nan, True, np.nan], "bool2": [False, np.nan, True]}) + data = pd.DataFrame({"bool": [float("nan"), True, float("nan")], "bool2": [False, float("nan"), True]}) tbl = Table(data) # if np.nan begins a column, it is inferred as float and then can be promoted. if np.nan is in the values (but not at start), the column type is whatever is inferred. assert tbl.schema() == { @@ -97,7 +97,7 @@ def test_table_read_nan_bool_col(self): } def test_table_read_nan_date_col(self): - data = pd.DataFrame({"str": ["abc", "def"], "date": [np.nan, date(2019, 7, 11)]}) + data = pd.DataFrame({"str": ["abc", "def"], "date": [float("nan"), date(2019, 7, 11)]}) tbl = Table(data) assert tbl.schema() == { "str": str, @@ -110,7 +110,7 @@ def test_table_read_nan_date_col(self): } def test_table_read_nan_datetime_col(self): - data = pd.DataFrame({"str": ["abc", "def"], "datetime": [np.nan, datetime(2019, 7, 11, 11, 0)]}) + data = pd.DataFrame({"str": ["abc", "def"], "datetime": [float("nan"), datetime(2019, 7, 11, 11, 0)]}) tbl = Table(data) assert tbl.schema() == { "str": str, @@ -123,7 +123,7 @@ def test_table_read_nan_datetime_col(self): } def test_table_read_nan_datetime_as_date_col(self): - data = pd.DataFrame({"str": ["abc", "def"], "datetime": [np.nan, datetime(2019, 7, 11)]}) + data = pd.DataFrame({"str": ["abc", "def"], "datetime": [float("nan"), datetime(2019, 7, 11)]}) tbl = Table(data) assert tbl.schema() == { "str": str, @@ -136,7 +136,7 @@ def test_table_read_nan_datetime_as_date_col(self): } def test_table_read_nan_datetime_no_seconds(self): - data = pd.DataFrame({"str": ["abc", "def"], "datetime": [np.nan, datetime(2019, 7, 11, 11, 0)]}) + data = pd.DataFrame({"str": ["abc", "def"], "datetime": [float("nan"), datetime(2019, 7, 11, 11, 0)]}) tbl = Table(data) assert tbl.schema() == { "str": str,