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msgpack: support datetime extended type
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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msgpack>=1.0.4 | ||
pandas |
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from tarantool.msgpack_ext.types.datetime import Datetime | ||
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EXT_ID = 4 | ||
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def encode(obj): | ||
return obj.msgpack_encode() | ||
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def decode(data): | ||
return Datetime(data) |
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from copy import deepcopy | ||
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import pandas | ||
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# 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. | ||
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SECONDS_SIZE_BYTES = 8 | ||
NSEC_SIZE_BYTES = 4 | ||
TZOFFSET_SIZE_BYTES = 2 | ||
TZINDEX_SIZE_BYTES = 2 | ||
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BYTEORDER = 'little' | ||
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NSEC_IN_SEC = 1000000000 | ||
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def get_bytes_as_int(data, cursor, size): | ||
part = data[cursor:cursor + size] | ||
return int.from_bytes(part, BYTEORDER, signed=True), cursor + size | ||
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def get_int_as_bytes(data, size): | ||
return data.to_bytes(size, byteorder=BYTEORDER, signed=True) | ||
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def msgpack_decode(data): | ||
cursor = 0 | ||
seconds, cursor = get_bytes_as_int(data, cursor, SECONDS_SIZE_BYTES) | ||
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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}') | ||
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if (tzoffset != 0) or (tzindex != 0): | ||
raise NotImplementedError | ||
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total_nsec = seconds * NSEC_IN_SEC + nsec | ||
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return pandas.to_datetime(total_nsec, unit='ns') | ||
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class Datetime(): | ||
def __init__(self, *args, **kwargs): | ||
if len(args) > 0: | ||
data = args[0] | ||
if isinstance(data, bytes): | ||
self._timestamp = msgpack_decode(data) | ||
return | ||
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if isinstance(data, pandas.Timestamp): | ||
self._timestamp = = deepcopy(data) | ||
return | ||
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if isinstance(data, Datetime): | ||
self._timestamp = deepcopy(data._timestamp) | ||
return | ||
else: | ||
self._timestamp = pandas.Timestamp(*args, **kwargs) | ||
return | ||
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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 | ||
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def __str__(self): | ||
return self._timestamp.__str__() | ||
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def __repr__(self): | ||
return self._timestamp.__repr__() | ||
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def to_pd_timestamp(self): | ||
return deepcopy(self._timestamp) | ||
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def msgpack_encode(self): | ||
ts_value = self._timestamp.value | ||
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seconds = ts_value // NSEC_IN_SEC | ||
nsec = ts_value % NSEC_IN_SEC | ||
tzoffset = 0 | ||
tzindex = 0 | ||
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buf = get_int_as_bytes(seconds, SECONDS_SIZE_BYTES) | ||
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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) | ||
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return buf |
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