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msgpack: support datetime extended type
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Tarantool supports datetime type since version 2.10.0 [1]. This patch
introduced the support of Tarantool datetime type in msgpack decoders
and encoders.

Tarantool datetime objects are decoded to `tarantool.Datetime` type.
`tarantool.Datetime` objects may be encoded to Tarantool datetime
objects.

`tarantool.Datetime` is basically a `pandas.Timestamp` wrapper. You can
create `tarantool.Datetime` objects
- from `pandas.Timestamp` object,
- by using the same API as in `pandas.Timestamp()` [2],
- from another `tarantool.Datetime` object.

To work with datetime data as a `pandas.Timestamp`, convert
`tarantool.Datetime` object to a `pandas.Timestamp` with
`to_pd_timestamp()` method call. You can use this `pandas.Timestamp`
object to build a `tarantool.Datetime` object before sending data to
Tarantool.

To work with data as `numpy.datetime64` or `datetime.datetime`, convert
to a `pandas.Timestamp` and then use `to_datetime64()` or
`to_datetime()` converter.

`pandas.Timestamp` was chosen to store data because it could be used
to store both nanoseconds and timezone information. In-build Python
`datetime.datetime` supports microseconds at most, `numpy.datetime64` do
not support timezones.

Tarantool datetime interval type is planned to be stored in custom
type `tarantool.Interval` and we'll need a way to support arithmetic
between datetime and interval. This is the reason we use custom class
instead of plain `pandas.Timestamp`.

This patch does not yet introduce the support of timezones in datetime.

1. tarantool/tarantool#5941
2. https://pandas.pydata.org/docs/reference/api/pandas.Timestamp.html

Part of #204
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DifferentialOrange committed Sep 14, 2022
1 parent c70dfa6 commit 3332e3d
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21 changes: 21 additions & 0 deletions CHANGELOG.md
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Expand Up @@ -9,6 +9,27 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
### Added
- Decimal type support (#203).
- UUID type support (#202).
- Datetime type support and tarantool.Datetime type (#204).

Tarantool datetime objects are decoded to `tarantool.Datetime`
type. `tarantool.Datetime` may be encoded to Tarantool datetime
objects.

`tarantool.Datetime` is basically a `pandas.Timestamp` wrapper.
You can create `tarantool.Datetime` objects
- from `pandas.Timestamp` object,
- by using the same API as in `pandas.Timestamp()`,
- from another `tarantool.Datetime` object.

To work with datetime data as a `pandas.Timestamp`, convert
`tarantool.Datetime` object to a `pandas.Timestamp` with
`to_pd_timestamp()` method call. You can use this
`pandas.Timestamp` object to build a `tarantool.Datetime`
object before sending data to Tarantool.

To work with data as `numpy.datetime64` or `datetime.datetime`,
convert to a `pandas.Timestamp` and then use `to_datetime64()`
or `to_datetime()` converter.

### Changed
- Bump msgpack requirement to 1.0.4 (PR #223).
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1 change: 1 addition & 0 deletions requirements.txt
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@@ -1 +1,2 @@
msgpack>=1.0.4
pandas
6 changes: 5 additions & 1 deletion tarantool/__init__.py
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Expand Up @@ -32,6 +32,10 @@
ENCODING_DEFAULT,
)

from tarantool.msgpack_ext.types.datetime import (
Datetime,
)

__version__ = "0.9.0"


Expand Down Expand Up @@ -91,7 +95,7 @@ def connectmesh(addrs=({'host': 'localhost', 'port': 3301},), user=None,

__all__ = ['connect', 'Connection', 'connectmesh', 'MeshConnection', 'Schema',
'Error', 'DatabaseError', 'NetworkError', 'NetworkWarning',
'SchemaError', 'dbapi']
'SchemaError', 'dbapi', 'Datetime']

# ConnectionPool is supported only for Python 3.7 or newer.
if sys.version_info.major >= 3 and sys.version_info.minor >= 7:
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9 changes: 9 additions & 0 deletions tarantool/msgpack_ext/datetime.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,9 @@
from tarantool.msgpack_ext.types.datetime import Datetime

EXT_ID = 4

def encode(obj):
return obj.msgpack_encode()

def decode(data):
return Datetime(data)
8 changes: 6 additions & 2 deletions tarantool/msgpack_ext/packer.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,12 +2,16 @@
from uuid import UUID
from msgpack import ExtType

from tarantool.msgpack_ext.types.datetime import Datetime

import tarantool.msgpack_ext.decimal as ext_decimal
import tarantool.msgpack_ext.uuid as ext_uuid
import tarantool.msgpack_ext.datetime as ext_datetime

encoders = [
{'type': Decimal, 'ext': ext_decimal},
{'type': UUID, 'ext': ext_uuid },
{'type': Decimal, 'ext': ext_decimal },
{'type': UUID, 'ext': ext_uuid },
{'type': Datetime, 'ext': ext_datetime},
]

def default(obj):
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128 changes: 128 additions & 0 deletions tarantool/msgpack_ext/types/datetime.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,128 @@
from copy import deepcopy

import pandas

# https://www.tarantool.io/en/doc/latest/dev_guide/internals/msgpack_extensions/#the-datetime-type
#
# The datetime MessagePack representation looks like this:
# +---------+----------------+==========+-----------------+
# | MP_EXT | MP_DATETIME | seconds | nsec; tzoffset; |
# | = d7/d8 | = 4 | | tzindex; |
# +---------+----------------+==========+-----------------+
# MessagePack data contains:
#
# * Seconds (8 bytes) as an unencoded 64-bit signed integer stored in the
# little-endian order.
# * The optional fields (8 bytes), if any of them have a non-zero value.
# The fields include nsec (4 bytes), tzoffset (2 bytes), and
# tzindex (2 bytes) packed in the little-endian order.
#
# seconds is seconds since Epoch, where the epoch is the point where the time
# starts, and is platform dependent. For Unix, the epoch is January 1,
# 1970, 00:00:00 (UTC). Tarantool uses a double type, see a structure
# definition in src/lib/core/datetime.h and reasons in
# https://github.com/tarantool/tarantool/wiki/Datetime-internals#intervals-in-c
#
# nsec is nanoseconds, fractional part of seconds. Tarantool uses int32_t, see
# a definition in src/lib/core/datetime.h.
#
# tzoffset is timezone offset in minutes from UTC. Tarantool uses a int16_t type,
# see a structure definition in src/lib/core/datetime.h.
#
# tzindex is Olson timezone id. Tarantool uses a int16_t type, see a structure
# definition in src/lib/core/datetime.h. If both tzoffset and tzindex are
# specified, tzindex has the preference and the tzoffset value is ignored.

SECONDS_SIZE_BYTES = 8
NSEC_SIZE_BYTES = 4
TZOFFSET_SIZE_BYTES = 2
TZINDEX_SIZE_BYTES = 2

BYTEORDER = 'little'

NSEC_IN_SEC = 1000000000


def get_bytes_as_int(data, cursor, size):
part = data[cursor:cursor + size]
return int.from_bytes(part, BYTEORDER, signed=True), cursor + size

def get_int_as_bytes(data, size):
return data.to_bytes(size, byteorder=BYTEORDER, signed=True)

def msgpack_decode(data):
cursor = 0
seconds, cursor = get_bytes_as_int(data, cursor, SECONDS_SIZE_BYTES)

data_len = len(data)
if data_len == (SECONDS_SIZE_BYTES + NSEC_SIZE_BYTES + \
TZOFFSET_SIZE_BYTES + TZINDEX_SIZE_BYTES):
nsec, cursor = get_bytes_as_int(data, cursor, NSEC_SIZE_BYTES)
tzoffset, cursor = get_bytes_as_int(data, cursor, TZOFFSET_SIZE_BYTES)
tzindex, cursor = get_bytes_as_int(data, cursor, TZINDEX_SIZE_BYTES)
elif data_len == SECONDS_SIZE_BYTES:
nsec = 0
tzoffset = 0
tzindex = 0
else:
raise MsgpackError(f'Unexpected datetime payload length {data_len}')

if (tzoffset != 0) or (tzindex != 0):
raise NotImplementedError

total_nsec = seconds * NSEC_IN_SEC + nsec

return pandas.to_datetime(total_nsec, unit='ns')

class Datetime():
def __init__(self, *args, **kwargs):
if len(args) > 0:
data = args[0]
if isinstance(data, bytes):
self._timestamp = msgpack_decode(data)
return

if isinstance(data, pandas.Timestamp):
self._timestamp = = deepcopy(data)
return

if isinstance(data, Datetime):
self._timestamp = deepcopy(data._timestamp)
return
else:
self._timestamp = pandas.Timestamp(*args, **kwargs)
return

def __eq__(self, other):
if isinstance(other, Datetime):
return self._timestamp == other._timestamp
elif isinstance(other, pandas.Timestamp):
return self._timestamp == other
else:
return False

def __str__(self):
return self._timestamp.__str__()

def __repr__(self):
return self._timestamp.__repr__()

def to_pd_timestamp(self):
return deepcopy(self._timestamp)

def msgpack_encode(self):
ts_value = self._timestamp.value

seconds = ts_value // NSEC_IN_SEC
nsec = ts_value % NSEC_IN_SEC
tzoffset = 0
tzindex = 0

buf = get_int_as_bytes(seconds, SECONDS_SIZE_BYTES)

if (nsec != 0) or (tzoffset != 0) or (tzindex != 0):
buf = buf + get_int_as_bytes(nsec, NSEC_SIZE_BYTES)
buf = buf + get_int_as_bytes(tzoffset, TZOFFSET_SIZE_BYTES)
buf = buf + get_int_as_bytes(tzindex, TZINDEX_SIZE_BYTES)

return buf
6 changes: 4 additions & 2 deletions tarantool/msgpack_ext/unpacker.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,11 @@
import tarantool.msgpack_ext.decimal as ext_decimal
import tarantool.msgpack_ext.uuid as ext_uuid
import tarantool.msgpack_ext.datetime as ext_datetime

decoders = {
ext_decimal.EXT_ID: ext_decimal.decode,
ext_uuid.EXT_ID : ext_uuid.decode ,
ext_decimal.EXT_ID : ext_decimal.decode ,
ext_uuid.EXT_ID : ext_uuid.decode ,
ext_datetime.EXT_ID: ext_datetime.decode,
}

def ext_hook(code, data):
Expand Down
3 changes: 2 additions & 1 deletion test/suites/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,13 +17,14 @@
from .test_ssl import TestSuite_Ssl
from .test_decimal import TestSuite_Decimal
from .test_uuid import TestSuite_UUID
from .test_datetime import TestSuite_Datetime

test_cases = (TestSuite_Schema_UnicodeConnection,
TestSuite_Schema_BinaryConnection,
TestSuite_Request, TestSuite_Protocol, TestSuite_Reconnect,
TestSuite_Mesh, TestSuite_Execute, TestSuite_DBAPI,
TestSuite_Encoding, TestSuite_Pool, TestSuite_Ssl,
TestSuite_Decimal, TestSuite_UUID)
TestSuite_Decimal, TestSuite_UUID, TestSuite_Datetime)

def load_tests(loader, tests, pattern):
suite = unittest.TestSuite()
Expand Down
11 changes: 11 additions & 0 deletions test/suites/lib/skip.py
Original file line number Diff line number Diff line change
Expand Up @@ -154,3 +154,14 @@ def skip_or_run_UUID_test(func):

return skip_or_run_test_tarantool(func, '2.4.1',
'does not support UUID type')

def skip_or_run_datetime_test(func):
"""Decorator to skip or run datetime-related tests depending on
the tarantool version.
Tarantool supports datetime type only since 2.10.0 version.
See https://github.com/tarantool/tarantool/issues/5941
"""

return skip_or_run_test_pcall_require(func, 'datetime',
'does not support datetime type')
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