Module idict.core.idict_
Expand source code
# Copyright (c) 2021. Davi Pereira dos Santos
# This file is part of the idict project.
# Please respect the license - more about this in the section (*) below.
#
# idict is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# idict is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with idict. If not, see <http://www.gnu.org/licenses/>.
#
# (*) Removing authorship by any means, e.g. by distribution of derived
# works or verbatim, obfuscated, compiled or rewritten versions of any
# part of this work is illegal and unethical regarding the effort and
# time spent here.
#
import operator
from functools import reduce
from operator import rshift as aop
from operator import xor as cop
from random import Random
from typing import TypeVar, Union, Callable
from garoupa import ø40
import idict.core.frozenidentifieddict as fro
from idict.parameter.ifunctionspace import iFunctionSpace
from idict.parameter.ilet import iLet
from idict.persistence.cache import Cache
from ldict.core.appearance import decolorize
from ldict.core.base import AbstractMutableLazyDict, AbstractLazyDict
from ldict.exception import WrongKeyType
VT = TypeVar("VT")
# TODO: k-fold CV
# TODO (minor): implement extend, to avoid excessive calculation when batch inserting values
# TODO (minor): let(f, ..., omit=["_name", ...])
# TODO: serialize pandas (and define safe/unsafe unpack), or some of the options bellow
# TODO: Store DF as LazyDF that depends on column metafeatures?
# or column metafeatures?
# or depends on a cache? Or both? LazyDF(cols, indices, cache)
# TODO: document multilevel cache: .. >> [oka, disk, RAM] >> ..
class Idict(AbstractMutableLazyDict):
r"""Mutable lazy identified dict for serializable (picklable) pairs str->value
Usage:
>>> from idict import idict
>>> idict().show(colored=False)
{
"_id": "0000000000000000000000000000000000000000",
"_ids": {}
}
>>> d = idict(x=5, y=3)
>>> d.show(colored=False)
{
"x": 5,
"y": 3,
"_id": "pl_8763f6625970707cdef7dfd31096db4c63c91",
"_ids": {
"x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)",
"y": "Ku_f738128d6e27a03ec6c2e76d23514b4e998e3 (content: S5_331b7e710abd1443cd82d6b5cdafb9f04d5ab)"
}
}
>>> d["y"]
3
>>> d = idict(x=123123, y=88)
>>> d2 = d >> (lambda x: {"z": x**2})
>>> d2.ids # doctest:+ELLIPSIS
{'z': '...', 'x': 'CF_13e3494690e330a722667f4ab9e067c64022e', 'y': '-j_34f477bff0a6dac76fe447d0e95003e273c62'}
>>> d2.hosh == d2.identity * d2.ids["z"] * d2.ids["x"] * d2.ids["y"]
True
>>> e = d2 >> (lambda x,y: {"w": x/y})
>>> e.show(colored=False) # doctest:+ELLIPSIS
{
"w": "→(x y)",
"z": "→(x)",
"x": 123123,
"y": 88,
"_id": "...",
"_ids": {
"w": "...",
"z": "...",
"x": "CF_13e3494690e330a722667f4ab9e067c64022e (content: I6_bcc6fa41b424962f427be985853b8416b2cff)",
"y": "-j_34f477bff0a6dac76fe447d0e95003e273c62 (content: 6X_ceb4a9cfad6b3b5a56b49c3484be71dff692a)"
}
}
>>> a = d >> (lambda x: {"z": x**2}) >> (lambda x, y: {"w": x/y})
>>> b = d >> (lambda x, y: {"w": x/y}) >> (lambda x: {"z": x**2})
>>> dic = d.asdict # Converting to dict
>>> dic
{'x': 123123, 'y': 88, '_id': 'BZ_2ef6b00691651b6f815ba62b93416aa9b3e80', '_ids': {'x': 'CF_13e3494690e330a722667f4ab9e067c64022e', 'y': '-j_34f477bff0a6dac76fe447d0e95003e273c62'}}
>>> d2 = idict(dic) # Reconstructing from a dict
>>> d2.show(colored=False)
{
"x": 123123,
"y": 88,
"_id": "BZ_2ef6b00691651b6f815ba62b93416aa9b3e80",
"_ids": {
"x": "CF_13e3494690e330a722667f4ab9e067c64022e",
"y": "-j_34f477bff0a6dac76fe447d0e95003e273c62"
}
}
>>> d == d2
True
>>> from idict import Ø
>>> d = Ø >> {"x": "more content"}
>>> d.show(colored=False)
{
"x": "more content",
"_id": "zd_6a3f5ec407f6c5c24b89b35ff7cc1793969fd",
"_ids": {
"x": "zd_6a3f5ec407f6c5c24b89b35ff7cc1793969fd"
}
}
>>> d = idict() >> {"x": "more content"}
>>> d.show(colored=False)
{
"x": "more content",
"_id": "zd_6a3f5ec407f6c5c24b89b35ff7cc1793969fd",
"_ids": {
"x": "zd_6a3f5ec407f6c5c24b89b35ff7cc1793969fd"
}
}
>>> e.ids.keys()
dict_keys(['w', 'z', 'x', 'y'])
>>> del e["z"]
>>> e.show(colored=False) # doctest:+ELLIPSIS
{
"w": "→(x y)",
"x": 123123,
"y": 88,
"_id": "...",
"_ids": {
"w": "...",
"x": "CF_13e3494690e330a722667f4ab9e067c64022e (content: I6_bcc6fa41b424962f427be985853b8416b2cff)",
"y": "-j_34f477bff0a6dac76fe447d0e95003e273c62 (content: 6X_ceb4a9cfad6b3b5a56b49c3484be71dff692a)"
}
}
>>> e.hosh == e.identity * e.ids["w"] * e.ids["x"] * e.ids["y"]
True
>>> e["x"] = 77
>>> e.show(colored=False) # doctest:+ELLIPSIS
{
"w": "→(x y)",
"x": 77,
"y": 88,
"_id": "...",
"_ids": {
"w": "...",
"x": "Ye_5b015377273c0cfa49e037788b4c618a9431c (content: 2I_96abdb2113ef4fff69f518ce57969e04f6ded)",
"y": "-j_34f477bff0a6dac76fe447d0e95003e273c62 (content: 6X_ceb4a9cfad6b3b5a56b49c3484be71dff692a)"
}
}
>>> f = lambda x,y: {"z":x+y}
>>> d = idict(x=5, y=7)
>>> d2 = d >> f
>>> d2.show(colored=False) # doctest:+ELLIPSIS
{
"z": "→(x y)",
"x": 5,
"y": 7,
"_id": "...",
"_ids": {
"z": "...",
"x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)",
"y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)"
}
}
>>> c = {}
>>> d3 = d2 >> [c]
>>> d3.show(colored=False) # doctest:+ELLIPSIS
{
"z": "→(↑ x y)",
"x": 5,
"y": 7,
"_id": "...",
"_ids": {
"z": "...",
"x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)",
"y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)"
}
}
>>> c
{}
>>> d3.z
12
>>> c # doctest:+ELLIPSIS
{'XZJr5b7N0ASkdIo2alN.Crfx7plafTxoqcpJj46e': 12, 'GS_cb0fda15eac732cb08351e71fc359058b93bd': 5, 'WK_6ba95267cec724067d58b3186ecbcaa4253ad': 7, '_NHayCulARZBLYdg-niJJt-SyOeafTxoqcpJj46e': {'_id': 'SNHayCulARZBLYdg-niJJt-SyOeafTxoqcpJj46e', '_ids': {'z': 'XZJr5b7N0ASkdIo2alN.Crfx7plafTxoqcpJj46e', 'x': 'GS_cb0fda15eac732cb08351e71fc359058b93bd', 'y': 'WK_6ba95267cec724067d58b3186ecbcaa4253ad'}}}
>>> d3.show(colored=False) # doctest:+ELLIPSIS
{
"z": 12,
"x": 5,
"y": 7,
"_id": "...",
"_ids": {
"z": "...",
"x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)",
"y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)"
}
}
>>> c = {}
>>> from idict import setup
>>> setup(cache=c)
>>> d3 = d >> f ^ Ø
>>> d3.show(colored=False) # doctest:+ELLIPSIS
{
"z": "→(↑ x y)",
"x": 5,
"y": 7,
"_id": "...",
"_ids": {
"z": "...",
"x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)",
"y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)"
}
}
>>> c
{}
>>> d3.z
12
>>> c # doctest:+ELLIPSIS
{'...': 12, 'GS_cb0fda15eac732cb08351e71fc359058b93bd': 5, 'WK_6ba95267cec724067d58b3186ecbcaa4253ad': 7, '...': {'_id': '...', '_ids': {'z': '...', 'x': 'GS_cb0fda15eac732cb08351e71fc359058b93bd', 'y': 'WK_6ba95267cec724067d58b3186ecbcaa4253ad'}}}
>>> d3.show(colored=False) # doctest:+ELLIPSIS
{
"z": 12,
"x": 5,
"y": 7,
"_id": "...",
"_ids": {
"z": "...",
"x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)",
"y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)"
}
}
>>> f = lambda x: {"y": x ** 2, "_history": ...}
>>> g = lambda x: {"y":x + 1000, "_history": ...}
>>> f.metadata = {"id": "b5d6efbc9820dafe0d8fbe87a79adbe9797abc87", "name": "squared", "description": "Some text."}
>>> g.metadata = {"id": "05d6efbc9820dafe0d8fbe87a79adbe9797abc87", "name": "add1000", "description": "Some text."}
>>> d = idict(x=3) >> f >> g
>>> d.show(colored=False)
{
"y": "→(x)",
"_history": "b5d6efbc9820dafe0d8fbe87a79adbe9797abc87 05d6efbc9820dafe0d8fbe87a79adbe9797abc87",
"x": 3,
"_id": "FHezbXIcslIpb9mWpbUat7LaEAk1smsieeekmoge",
"_ids": {
"y": "Wdha30jmnlZs7fMYWOyoCdQnuoq1smsieeekmoge",
"_history": "MjnLuTHcrK0ieeQI5ks5ia15W5snEsIJDcm7aDLt",
"x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9 (content: S5_331b7e710abd1443cd82d6b5cdafb9f04d5ab)"
}
}
>>> (idict(x=3).hosh * "b5d6efbc9820dafe0d8fbe87a79adbe9797abc87" * "05d6efbc9820dafe0d8fbe87a79adbe9797abc87").show(colored=False)
FHezbXIcslIpb9mWpbUat7LaEAk1smsieeekmoge
>>> a = idict(x=3)
>>> b = idict(y=5)
>>> b["d"] = lambda y: a
>>> cache = {}
>>> b >>= [cache]
>>> b.show(colored=False) # doctest:+ELLIPSIS
{
"d": "→(↑ y)",
"y": 5,
"_id": "...",
"_ids": {
"d": "...",
"y": "EI_20378979f4669f2e318ae9742e214fd4880d7 (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)"
}
}
>>> b.d.show(colored=False)
{
"x": 3,
"_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9",
"_ids": {
"x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9"
}
}
>>> import json
>>> print(json.dumps(cache, indent=2)) # doctest:+ELLIPSIS
{
"...": {
"_id": "_E_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9"
},
"ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9": 3,
"_E_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9": {
"_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9",
"_ids": {
"x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9"
}
},
"EI_20378979f4669f2e318ae9742e214fd4880d7": 5,
"...": {
"_id": "...",
"_ids": {
"d": "...",
"y": "EI_20378979f4669f2e318ae9742e214fd4880d7"
}
}
}
>>> d = idict.fromid("ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", cache)
>>> d.show(colored=False)
{
"x": "→(↑)",
"_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9",
"_ids": {
"x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9"
}
}
>>> d.evaluated.show(colored=False)
{
"x": 3,
"_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9",
"_ids": {
"x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9"
}
}
>>> idict.fromid(d.id, cache).evaluated.show(colored=False)
{
"x": 3,
"_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9",
"_ids": {
"x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9"
}
}
>>> e = idict(f=lambda x: 5)
>>> e.show(colored=False) # doctest:+ELLIPSIS
{
"f": "<function <lambda> at 0x...>",
"_id": "pqmFNR-9nNXACJsyc6Ro3BA.wfz.mD0zHOgI9vYy",
"_ids": {
"f": "pqmFNR-9nNXACJsyc6Ro3BA.wfz.mD0zHOgI9vYy"
}
}
>>> from idict.core.appearance import idict2txt
>>> d = idict(x=1,y=2)
>>> decolorize(idict2txt(d, False, False))
'{\n "x": 1,\n "y": 2,\n "_id": "5G_358b45f49c547174eb4bd687079b30cbbe724",\n "_ids": "fH_5142f0a4338a1da2ca3159e2d1011981ac890 S-_074b5a806933d64f111a93af359a278402f83"\n}'
>>> decolorize(idict2txt(d, True, False))
'{\n "x": 1,\n "y": 2,\n "_id": "5G_358b45f49c547174eb4bd687079b30cbbe724",\n "_ids": {\n "x": "fH_5142f0a4338a1da2ca3159e2d1011981ac890 (content: l8_09c7059156c4ed2aea46243e9d4b36c01f272)",\n "y": "S-_074b5a806933d64f111a93af359a278402f83 (content: -B_305c3d0e44c94a5418d982f7dfe8a537a5c4b)"\n }\n}'
>>> cache = {}
>>> a = idict(x=5) >> (lambda x:{"y": x**x}) >> [[cache]] # Cache within double brackets has strict/eager behavior.
>>> a.show(colored=False) # doctest:+ELLIPSIS
{
"y": 3125,
"x": 5,
"_id": "...",
"_ids": {
"y": "...",
"x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)"
}
}
>>> idict(a.id, cache).show(colored=False) # doctest:+ELLIPSIS
{
"y": "→(↑)",
"x": "→(↑)",
"_id": "...",
"_ids": {
"y": "...",
"x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)"
}
}
>>> a.hosh.html
'<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">\n<html>\n<head>\n<meta http-equiv="Content-Type" content="text/html; charset=utf-8">\n<title></title>\n<style type="text/css">\n.ansi2html-content { display: inline; white-space: pre-wrap; word-wrap: break-word; }\n.body_foreground { color: #AAAAAA; }\n.body_background { background-color: #000000; }\n.inv_foreground { color: #000000; }\n.inv_background { background-color: #AAAAAA; }\n.ansi1 { font-weight: bold; }\n.ansi48-0 { background-color: #000316; }\n.ansi38-117 { color: #87d7ff; }\n.ansi38-153 { color: #afd7ff; }\n.ansi38-189 { color: #d7d7ff; }\n.ansi38-122 { color: #87ffd7; }\n.ansi38-123 { color: #87ffff; }\n.ansi38-159 { color: #afffff; }\n.ansi38-194 { color: #d7ffd7; }\n.ansi38-195 { color: #d7ffff; }\n.ansi38-251 { color: #c6c6c6; }\n</style>\n</head>\n<body class="body_foreground body_background" style="font-size: normal;" >\n<pre class="ansi2html-content">\n<span 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>>> a.fields
['y', 'x']
"""
frozen: fro.FrozenIdentifiedDict
# noinspection PyMissingConstructor
def __init__(self, /, _dictionary=None, _id=None, _ids=None, rnd=None, identity=ø40, _cloned=None, **kwargs):
from idict.core.frozenidentifieddict import FrozenIdentifiedDict
self.identity = identity
if isinstance(_dictionary, str) and isinstance(_id, (dict, Cache)):
# Build idict from id+cache.
if _ids or rnd or _cloned or kwargs: # pragma: no cover
raise Exception("Cannot pass more arguments when first argument is id and second argument is cache.")
# TODO (minor): detect identity (other than ø40) from number of digits
self.frozen = FrozenIdentifiedDict.fromid(_dictionary, _id, identity=identity)
elif isinstance(_dictionary, FrozenIdentifiedDict):
self.frozen = _dictionary
else:
self.frozen = FrozenIdentifiedDict(_dictionary, _id, _ids, rnd, identity, _cloned, **kwargs)
@property
def id(self):
return self.hosh.id
@property
def ids(self):
return self.frozen.ids
@property
def fields(self):
return self.frozen.fields
@property
def hosh(self):
return self.frozen.hosh
@property
def blobs(self):
return self.frozen.blobs
@property
def hashes(self):
return self.frozen.hashes
@property
def hoshes(self):
return self.frozen.hoshes
def __getattr__(self, item):
if item in self.frozen:
return self.frozen[item]
_item = "_" + item
if _item in self.frozen:
return self.frozen[_item]
return self.__getattribute__(item)
def __delitem__(self, key):
if not isinstance(key, str):
raise WrongKeyType(f"Key must be string, not {type(key)}.", key)
data, blobs, hashes, hoshes = self.data.copy(), self.blobs.copy(), self.hashes.copy(), self.hoshes.copy()
del data[key]
for coll in [blobs, hashes, hoshes]:
if key in coll:
del coll[key]
hosh = reduce(operator.mul, [self.identity] + [v for k, v in hoshes.items() if not k.startswith("_")])
self.frozen = self.frozen.clone(data, _cloned=dict(blobs=blobs, hashes=hashes, hoshes=hoshes, hosh=hosh))
def clone(self, data=None, rnd=None, _cloned=None):
return self.frozen.clone(data, rnd, _cloned).asmutable
def show(self, colored=True, width=None):
self.frozen.show(colored, width)
def __rrshift__(self, left: Union[Random, dict, Callable, iFunctionSpace]):
"""
>>> ({"x": 5} >> Idict(y=2)).show(colored=False)
{
"x": 5,
"y": 2,
"_id": "xR_15583f654491968d294f9b1622dfb782db241",
"_ids": {
"x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)",
"y": "S-_074b5a806933d64f111a93af359a278402f83 (content: -B_305c3d0e44c94a5418d982f7dfe8a537a5c4b)"
}
}
>>> from ldict import ldict
>>> (lambda x: {"y": 5*x}) >> ldict(y = 2)
«λ × {
"y": 2
}»
"""
if isinstance(left, list) or callable(left):
return iFunctionSpace(left, aop, self)
clone = self.__class__(identity=self.identity)
clone.frozen = left >> self.frozen
return clone
def __rshift__(self, other: Union[list, dict, AbstractLazyDict, Callable, iLet, iFunctionSpace, Random]):
"""
>>> d = Idict(x=2) >> (lambda x: {"y": 2 * x})
>>> d.ids # doctest:+ELLIPSIS
{'y': '...', 'x': 'U8_a7205a343c568c5fe7c4619104ae78bd43279'}
"""
clone = self.__class__(identity=self.identity)
clone.frozen = self.frozen >> other
return clone
def __rxor__(self, left: Union[Random, dict, Callable, iFunctionSpace]):
if isinstance(left, list) or callable(left):
return iFunctionSpace(left, cop, self)
clone = self.__class__(identity=self.identity)
clone.frozen = left ^ self.frozen
return clone
def __xor__(self, other: Union[dict, AbstractLazyDict, Callable, iLet, iFunctionSpace, Random]):
clone = self.__class__(identity=self.identity)
clone.frozen = self.frozen ^ other
return clone
@property
def all(self):
return self.frozen.all
@staticmethod
def fromid(id, cache, identity=ø40):
from idict.core.frozenidentifieddict import FrozenIdentifiedDict
return FrozenIdentifiedDict.fromid(id, cache, identity).asmutable
@staticmethod
def fromfile(name, output=["df"], output_format="df", include_name=False, identity=ø40):
from idict.core.frozenidentifieddict import FrozenIdentifiedDict
return FrozenIdentifiedDict.fromfile(name, output, output_format, include_name, identity).asmutable
@staticmethod
def fromtoy(output=["X", "y"], output_format="Xy", identity=ø40):
from idict.core.frozenidentifieddict import FrozenIdentifiedDict
return FrozenIdentifiedDict.fromtoy(output, output_format, identity).asmutable
@staticmethod
def fromminiarff(output=["df"], output_format="df", identity=ø40):
from idict.core.frozenidentifieddict import FrozenIdentifiedDict
return FrozenIdentifiedDict.fromminiarff(output, output_format, identity).asmutable
@staticmethod
def fromminicsv(output=["df"], output_format="df", identity=ø40):
from idict.core.frozenidentifieddict import FrozenIdentifiedDict
return FrozenIdentifiedDict.fromminicsv(output, output_format, identity).asmutable
@staticmethod
def fromopenml(name, version=1, Xout="X", yout="y", identity=ø40):
from idict.core.frozenidentifieddict import FrozenIdentifiedDict
return FrozenIdentifiedDict.fromopenml(name, version, Xout, yout, identity).asmutable
@property
def metafields(self):
"""
>>> from idict import idict
>>> idict(a=1, _b=2, _c=3).metafields
{'_b': 2, '_c': 3}
"""
return self.frozen.metafields
@property
def trimmed(self):
"""
>>> from idict import idict
>>> idict(a=1, _b=2, _history=[1,2,3]).trimmed.show(colored=False)
{
"a": 1,
"_id": "DZ_3d0ee28486d9b4f5e2fe257bc33f1266688fb",
"_ids": {
"a": "DZ_3d0ee28486d9b4f5e2fe257bc33f1266688fb"
}
}
"""
return self.frozen.trimmed.asmutable
def __reduce__(self):
return self.__class__, ({k: v for k, v in self.data.items()},)
# def wrapped(self, version, version_id):
# """
# Wrap a trimmed version of an idict object by a metafield container
#
# The container is identified by `object.id * extra_field__id`.
#
# >>> from idict import idict
# >>> d = idict(x=3, _metafield_1=5, _history={"id-of-some-previous-step----------------": 5})
# >>> d.show(colored=False)
# {
# "x": 3,
# "_metafield_1": 5,
# "_history": "id-of-some-previous-step----------------",
# "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9",
# "_ids": {
# "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9",
# "_metafield_1": "KG_c33bb4404f27e9a7878b29dcb88fbd772cd8f (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)",
# "_history": "T4_254b4402e8d23be907236a140ff90245285a8 (content: VO_b2b5c7d8ff9718670723c03f0ff9028f085a8)"
# }
# }
# >>> e = d.wrapped("user 1", "uuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuu")
# >>> e.show(colored=False)
# {
# "fields": {
# "x": 3,
# "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9",
# "_ids": {
# "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9"
# }
# },
# "version": "user 1",
# "_metafield_1": 5,
# "_history": "id-of-some-previous-step----------------",
# "_id": "g.0pzcYOgFTneQ8ojVDcReKkaqDuuuuuuuuuuuuu",
# "_ids": {
# "fields": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9",
# "version": "uuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuu",
# "_metafield_1": "KG_c33bb4404f27e9a7878b29dcb88fbd772cd8f",
# "_history": "T4_254b4402e8d23be907236a140ff90245285a8"
# }
# }
# >>> d.hosh == e.fields.hosh
# True
# """
# return self.frozen.wrapped(version, version_id).asmutableClasses
class Idict (rnd=None, identity=[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m, **kwargs)-
Mutable lazy identified dict for serializable (picklable) pairs str->value
Usage:
>>> from idict import idict >>> idict().show(colored=False) { "_id": "0000000000000000000000000000000000000000", "_ids": {} } >>> d = idict(x=5, y=3) >>> d.show(colored=False) { "x": 5, "y": 3, "_id": "pl_8763f6625970707cdef7dfd31096db4c63c91", "_ids": { "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "Ku_f738128d6e27a03ec6c2e76d23514b4e998e3 (content: S5_331b7e710abd1443cd82d6b5cdafb9f04d5ab)" } } >>> d["y"] 3 >>> d = idict(x=123123, y=88) >>> d2 = d >> (lambda x: {"z": x**2}) >>> d2.ids # doctest:+ELLIPSIS {'z': '...', 'x': 'CF_13e3494690e330a722667f4ab9e067c64022e', 'y': '-j_34f477bff0a6dac76fe447d0e95003e273c62'} >>> d2.hosh == d2.identity * d2.ids["z"] * d2.ids["x"] * d2.ids["y"] True >>> e = d2 >> (lambda x,y: {"w": x/y}) >>> e.show(colored=False) # doctest:+ELLIPSIS { "w": "→(x y)", "z": "→(x)", "x": 123123, "y": 88, "_id": "...", "_ids": { "w": "...", "z": "...", "x": "CF_13e3494690e330a722667f4ab9e067c64022e (content: I6_bcc6fa41b424962f427be985853b8416b2cff)", "y": "-j_34f477bff0a6dac76fe447d0e95003e273c62 (content: 6X_ceb4a9cfad6b3b5a56b49c3484be71dff692a)" } } >>> a = d >> (lambda x: {"z": x**2}) >> (lambda x, y: {"w": x/y}) >>> b = d >> (lambda x, y: {"w": x/y}) >> (lambda x: {"z": x**2}) >>> dic = d.asdict # Converting to dict >>> dic {'x': 123123, 'y': 88, '_id': 'BZ_2ef6b00691651b6f815ba62b93416aa9b3e80', '_ids': {'x': 'CF_13e3494690e330a722667f4ab9e067c64022e', 'y': '-j_34f477bff0a6dac76fe447d0e95003e273c62'}} >>> d2 = idict(dic) # Reconstructing from a dict >>> d2.show(colored=False) { "x": 123123, "y": 88, "_id": "BZ_2ef6b00691651b6f815ba62b93416aa9b3e80", "_ids": { "x": "CF_13e3494690e330a722667f4ab9e067c64022e", "y": "-j_34f477bff0a6dac76fe447d0e95003e273c62" } } >>> d == d2 True >>> from idict import Ø >>> d = Ø >> {"x": "more content"} >>> d.show(colored=False) { "x": "more content", "_id": "zd_6a3f5ec407f6c5c24b89b35ff7cc1793969fd", "_ids": { "x": "zd_6a3f5ec407f6c5c24b89b35ff7cc1793969fd" } } >>> d = idict() >> {"x": "more content"} >>> d.show(colored=False) { "x": "more content", "_id": "zd_6a3f5ec407f6c5c24b89b35ff7cc1793969fd", "_ids": { "x": "zd_6a3f5ec407f6c5c24b89b35ff7cc1793969fd" } } >>> e.ids.keys() dict_keys(['w', 'z', 'x', 'y']) >>> del e["z"] >>> e.show(colored=False) # doctest:+ELLIPSIS { "w": "→(x y)", "x": 123123, "y": 88, "_id": "...", "_ids": { "w": "...", "x": "CF_13e3494690e330a722667f4ab9e067c64022e (content: I6_bcc6fa41b424962f427be985853b8416b2cff)", "y": "-j_34f477bff0a6dac76fe447d0e95003e273c62 (content: 6X_ceb4a9cfad6b3b5a56b49c3484be71dff692a)" } } >>> e.hosh == e.identity * e.ids["w"] * e.ids["x"] * e.ids["y"] True >>> e["x"] = 77 >>> e.show(colored=False) # doctest:+ELLIPSIS { "w": "→(x y)", "x": 77, "y": 88, "_id": "...", "_ids": { "w": "...", "x": "Ye_5b015377273c0cfa49e037788b4c618a9431c (content: 2I_96abdb2113ef4fff69f518ce57969e04f6ded)", "y": "-j_34f477bff0a6dac76fe447d0e95003e273c62 (content: 6X_ceb4a9cfad6b3b5a56b49c3484be71dff692a)" } } >>> f = lambda x,y: {"z":x+y} >>> d = idict(x=5, y=7) >>> d2 = d >> f >>> d2.show(colored=False) # doctest:+ELLIPSIS { "z": "→(x y)", "x": 5, "y": 7, "_id": "...", "_ids": { "z": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)" } } >>> c = {} >>> d3 = d2 >> [c] >>> d3.show(colored=False) # doctest:+ELLIPSIS { "z": "→(↑ x y)", "x": 5, "y": 7, "_id": "...", "_ids": { "z": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)" } } >>> c {} >>> d3.z 12 >>> c # doctest:+ELLIPSIS {'XZJr5b7N0ASkdIo2alN.Crfx7plafTxoqcpJj46e': 12, 'GS_cb0fda15eac732cb08351e71fc359058b93bd': 5, 'WK_6ba95267cec724067d58b3186ecbcaa4253ad': 7, '_NHayCulARZBLYdg-niJJt-SyOeafTxoqcpJj46e': {'_id': 'SNHayCulARZBLYdg-niJJt-SyOeafTxoqcpJj46e', '_ids': {'z': 'XZJr5b7N0ASkdIo2alN.Crfx7plafTxoqcpJj46e', 'x': 'GS_cb0fda15eac732cb08351e71fc359058b93bd', 'y': 'WK_6ba95267cec724067d58b3186ecbcaa4253ad'}}} >>> d3.show(colored=False) # doctest:+ELLIPSIS { "z": 12, "x": 5, "y": 7, "_id": "...", "_ids": { "z": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)" } } >>> c = {} >>> from idict import setup >>> setup(cache=c) >>> d3 = d >> f ^ Ø >>> d3.show(colored=False) # doctest:+ELLIPSIS { "z": "→(↑ x y)", "x": 5, "y": 7, "_id": "...", "_ids": { "z": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)" } } >>> c {} >>> d3.z 12 >>> c # doctest:+ELLIPSIS {'...': 12, 'GS_cb0fda15eac732cb08351e71fc359058b93bd': 5, 'WK_6ba95267cec724067d58b3186ecbcaa4253ad': 7, '...': {'_id': '...', '_ids': {'z': '...', 'x': 'GS_cb0fda15eac732cb08351e71fc359058b93bd', 'y': 'WK_6ba95267cec724067d58b3186ecbcaa4253ad'}}} >>> d3.show(colored=False) # doctest:+ELLIPSIS { "z": 12, "x": 5, "y": 7, "_id": "...", "_ids": { "z": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)" } } >>> f = lambda x: {"y": x ** 2, "_history": ...} >>> g = lambda x: {"y":x + 1000, "_history": ...} >>> f.metadata = {"id": "b5d6efbc9820dafe0d8fbe87a79adbe9797abc87", "name": "squared", "description": "Some text."} >>> g.metadata = {"id": "05d6efbc9820dafe0d8fbe87a79adbe9797abc87", "name": "add1000", "description": "Some text."} >>> d = idict(x=3) >> f >> g >>> d.show(colored=False) { "y": "→(x)", "_history": "b5d6efbc9820dafe0d8fbe87a79adbe9797abc87 05d6efbc9820dafe0d8fbe87a79adbe9797abc87", "x": 3, "_id": "FHezbXIcslIpb9mWpbUat7LaEAk1smsieeekmoge", "_ids": { "y": "Wdha30jmnlZs7fMYWOyoCdQnuoq1smsieeekmoge", "_history": "MjnLuTHcrK0ieeQI5ks5ia15W5snEsIJDcm7aDLt", "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9 (content: S5_331b7e710abd1443cd82d6b5cdafb9f04d5ab)" } } >>> (idict(x=3).hosh * "b5d6efbc9820dafe0d8fbe87a79adbe9797abc87" * "05d6efbc9820dafe0d8fbe87a79adbe9797abc87").show(colored=False) FHezbXIcslIpb9mWpbUat7LaEAk1smsieeekmoge >>> a = idict(x=3) >>> b = idict(y=5) >>> b["d"] = lambda y: a >>> cache = {} >>> b >>= [cache] >>> b.show(colored=False) # doctest:+ELLIPSIS { "d": "→(↑ y)", "y": 5, "_id": "...", "_ids": { "d": "...", "y": "EI_20378979f4669f2e318ae9742e214fd4880d7 (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)" } } >>> b.d.show(colored=False) { "x": 3, "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", "_ids": { "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" } } >>> import json >>> print(json.dumps(cache, indent=2)) # doctest:+ELLIPSIS { "...": { "_id": "_E_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" }, "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9": 3, "_E_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9": { "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", "_ids": { "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" } }, "EI_20378979f4669f2e318ae9742e214fd4880d7": 5, "...": { "_id": "...", "_ids": { "d": "...", "y": "EI_20378979f4669f2e318ae9742e214fd4880d7" } } } >>> d = idict.fromid("ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", cache) >>> d.show(colored=False) { "x": "→(↑)", "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", "_ids": { "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" } } >>> d.evaluated.show(colored=False) { "x": 3, "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", "_ids": { "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" } } >>> idict.fromid(d.id, cache).evaluated.show(colored=False) { "x": 3, "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", "_ids": { "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" } } >>> e = idict(f=lambda x: 5) >>> e.show(colored=False) # doctest:+ELLIPSIS { "f": "<function <lambda> at 0x...>", "_id": "pqmFNR-9nNXACJsyc6Ro3BA.wfz.mD0zHOgI9vYy", "_ids": { "f": "pqmFNR-9nNXACJsyc6Ro3BA.wfz.mD0zHOgI9vYy" } } >>> from idict.core.appearance import idict2txt >>> d = idict(x=1,y=2) >>> decolorize(idict2txt(d, False, False)) '{\n "x": 1,\n "y": 2,\n "_id": "5G_358b45f49c547174eb4bd687079b30cbbe724",\n "_ids": "fH_5142f0a4338a1da2ca3159e2d1011981ac890 S-_074b5a806933d64f111a93af359a278402f83"\n}' >>> decolorize(idict2txt(d, True, False)) '{\n "x": 1,\n "y": 2,\n "_id": "5G_358b45f49c547174eb4bd687079b30cbbe724",\n "_ids": {\n "x": "fH_5142f0a4338a1da2ca3159e2d1011981ac890 (content: l8_09c7059156c4ed2aea46243e9d4b36c01f272)",\n "y": "S-_074b5a806933d64f111a93af359a278402f83 (content: -B_305c3d0e44c94a5418d982f7dfe8a537a5c4b)"\n }\n}' >>> cache = {} >>> a = idict(x=5) >> (lambda x:{"y": x**x}) >> [[cache]] # Cache within double brackets has strict/eager behavior. >>> a.show(colored=False) # doctest:+ELLIPSIS { "y": 3125, "x": 5, "_id": "...", "_ids": { "y": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)" } } >>> idict(a.id, cache).show(colored=False) # doctest:+ELLIPSIS { "y": "→(↑)", "x": "→(↑)", "_id": "...", "_ids": { "y": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)" } } >>> a.hosh.html '<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">\n<html>\n<head>\n<meta http-equiv="Content-Type" content="text/html; charset=utf-8">\n<title></title>\n<style type="text/css">\n.ansi2html-content { display: inline; white-space: pre-wrap; word-wrap: break-word; }\n.body_foreground { color: #AAAAAA; }\n.body_background { background-color: #000000; }\n.inv_foreground { color: #000000; }\n.inv_background { background-color: #AAAAAA; }\n.ansi1 { font-weight: bold; }\n.ansi48-0 { background-color: #000316; }\n.ansi38-117 { color: #87d7ff; }\n.ansi38-153 { color: #afd7ff; }\n.ansi38-189 { color: #d7d7ff; }\n.ansi38-122 { color: #87ffd7; }\n.ansi38-123 { color: #87ffff; }\n.ansi38-159 { color: #afffff; }\n.ansi38-194 { color: #d7ffd7; }\n.ansi38-195 { color: #d7ffff; }\n.ansi38-251 { color: #c6c6c6; }\n</style>\n</head>\n<body class="body_foreground body_background" style="font-size: normal;" >\n<pre class="ansi2html-content">\n<span class="ansi38-123"></span><span class="ansi1 ansi38-123"></span><span class="ansi1 ansi38-123 ansi48-0">q</span><span class="ansi38-159"></span><span class="ansi1 ansi38-159"></span><span class="ansi1 ansi38-159 ansi48-0">1</span><span class="ansi38-195"></span><span class="ansi1 ansi38-195"></span><span class="ansi1 ansi38-195 ansi48-0">O</span><span class="ansi38-195"></span><span class="ansi1 ansi38-195"></span><span class="ansi1 ansi38-195 ansi48-0">Q</span><span 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class Idict(AbstractMutableLazyDict): r"""Mutable lazy identified dict for serializable (picklable) pairs str->value Usage: >>> from idict import idict >>> idict().show(colored=False) { "_id": "0000000000000000000000000000000000000000", "_ids": {} } >>> d = idict(x=5, y=3) >>> d.show(colored=False) { "x": 5, "y": 3, "_id": "pl_8763f6625970707cdef7dfd31096db4c63c91", "_ids": { "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "Ku_f738128d6e27a03ec6c2e76d23514b4e998e3 (content: S5_331b7e710abd1443cd82d6b5cdafb9f04d5ab)" } } >>> d["y"] 3 >>> d = idict(x=123123, y=88) >>> d2 = d >> (lambda x: {"z": x**2}) >>> d2.ids # doctest:+ELLIPSIS {'z': '...', 'x': 'CF_13e3494690e330a722667f4ab9e067c64022e', 'y': '-j_34f477bff0a6dac76fe447d0e95003e273c62'} >>> d2.hosh == d2.identity * d2.ids["z"] * d2.ids["x"] * d2.ids["y"] True >>> e = d2 >> (lambda x,y: {"w": x/y}) >>> e.show(colored=False) # doctest:+ELLIPSIS { "w": "→(x y)", "z": "→(x)", "x": 123123, "y": 88, "_id": "...", "_ids": { "w": "...", "z": "...", "x": "CF_13e3494690e330a722667f4ab9e067c64022e (content: I6_bcc6fa41b424962f427be985853b8416b2cff)", "y": "-j_34f477bff0a6dac76fe447d0e95003e273c62 (content: 6X_ceb4a9cfad6b3b5a56b49c3484be71dff692a)" } } >>> a = d >> (lambda x: {"z": x**2}) >> (lambda x, y: {"w": x/y}) >>> b = d >> (lambda x, y: {"w": x/y}) >> (lambda x: {"z": x**2}) >>> dic = d.asdict # Converting to dict >>> dic {'x': 123123, 'y': 88, '_id': 'BZ_2ef6b00691651b6f815ba62b93416aa9b3e80', '_ids': {'x': 'CF_13e3494690e330a722667f4ab9e067c64022e', 'y': '-j_34f477bff0a6dac76fe447d0e95003e273c62'}} >>> d2 = idict(dic) # Reconstructing from a dict >>> d2.show(colored=False) { "x": 123123, "y": 88, "_id": "BZ_2ef6b00691651b6f815ba62b93416aa9b3e80", "_ids": { "x": "CF_13e3494690e330a722667f4ab9e067c64022e", "y": "-j_34f477bff0a6dac76fe447d0e95003e273c62" } } >>> d == d2 True >>> from idict import Ø >>> d = Ø >> {"x": "more content"} >>> d.show(colored=False) { "x": "more content", "_id": "zd_6a3f5ec407f6c5c24b89b35ff7cc1793969fd", "_ids": { "x": "zd_6a3f5ec407f6c5c24b89b35ff7cc1793969fd" } } >>> d = idict() >> {"x": "more content"} >>> d.show(colored=False) { "x": "more content", "_id": "zd_6a3f5ec407f6c5c24b89b35ff7cc1793969fd", "_ids": { "x": "zd_6a3f5ec407f6c5c24b89b35ff7cc1793969fd" } } >>> e.ids.keys() dict_keys(['w', 'z', 'x', 'y']) >>> del e["z"] >>> e.show(colored=False) # doctest:+ELLIPSIS { "w": "→(x y)", "x": 123123, "y": 88, "_id": "...", "_ids": { "w": "...", "x": "CF_13e3494690e330a722667f4ab9e067c64022e (content: I6_bcc6fa41b424962f427be985853b8416b2cff)", "y": "-j_34f477bff0a6dac76fe447d0e95003e273c62 (content: 6X_ceb4a9cfad6b3b5a56b49c3484be71dff692a)" } } >>> e.hosh == e.identity * e.ids["w"] * e.ids["x"] * e.ids["y"] True >>> e["x"] = 77 >>> e.show(colored=False) # doctest:+ELLIPSIS { "w": "→(x y)", "x": 77, "y": 88, "_id": "...", "_ids": { "w": "...", "x": "Ye_5b015377273c0cfa49e037788b4c618a9431c (content: 2I_96abdb2113ef4fff69f518ce57969e04f6ded)", "y": "-j_34f477bff0a6dac76fe447d0e95003e273c62 (content: 6X_ceb4a9cfad6b3b5a56b49c3484be71dff692a)" } } >>> f = lambda x,y: {"z":x+y} >>> d = idict(x=5, y=7) >>> d2 = d >> f >>> d2.show(colored=False) # doctest:+ELLIPSIS { "z": "→(x y)", "x": 5, "y": 7, "_id": "...", "_ids": { "z": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)" } } >>> c = {} >>> d3 = d2 >> [c] >>> d3.show(colored=False) # doctest:+ELLIPSIS { "z": "→(↑ x y)", "x": 5, "y": 7, "_id": "...", "_ids": { "z": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)" } } >>> c {} >>> d3.z 12 >>> c # doctest:+ELLIPSIS {'XZJr5b7N0ASkdIo2alN.Crfx7plafTxoqcpJj46e': 12, 'GS_cb0fda15eac732cb08351e71fc359058b93bd': 5, 'WK_6ba95267cec724067d58b3186ecbcaa4253ad': 7, '_NHayCulARZBLYdg-niJJt-SyOeafTxoqcpJj46e': {'_id': 'SNHayCulARZBLYdg-niJJt-SyOeafTxoqcpJj46e', '_ids': {'z': 'XZJr5b7N0ASkdIo2alN.Crfx7plafTxoqcpJj46e', 'x': 'GS_cb0fda15eac732cb08351e71fc359058b93bd', 'y': 'WK_6ba95267cec724067d58b3186ecbcaa4253ad'}}} >>> d3.show(colored=False) # doctest:+ELLIPSIS { "z": 12, "x": 5, "y": 7, "_id": "...", "_ids": { "z": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)" } } >>> c = {} >>> from idict import setup >>> setup(cache=c) >>> d3 = d >> f ^ Ø >>> d3.show(colored=False) # doctest:+ELLIPSIS { "z": "→(↑ x y)", "x": 5, "y": 7, "_id": "...", "_ids": { "z": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)" } } >>> c {} >>> d3.z 12 >>> c # doctest:+ELLIPSIS {'...': 12, 'GS_cb0fda15eac732cb08351e71fc359058b93bd': 5, 'WK_6ba95267cec724067d58b3186ecbcaa4253ad': 7, '...': {'_id': '...', '_ids': {'z': '...', 'x': 'GS_cb0fda15eac732cb08351e71fc359058b93bd', 'y': 'WK_6ba95267cec724067d58b3186ecbcaa4253ad'}}} >>> d3.show(colored=False) # doctest:+ELLIPSIS { "z": 12, "x": 5, "y": 7, "_id": "...", "_ids": { "z": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "WK_6ba95267cec724067d58b3186ecbcaa4253ad (content: 3m_131910d18a892d1b64285250092a4967c8065)" } } >>> f = lambda x: {"y": x ** 2, "_history": ...} >>> g = lambda x: {"y":x + 1000, "_history": ...} >>> f.metadata = {"id": "b5d6efbc9820dafe0d8fbe87a79adbe9797abc87", "name": "squared", "description": "Some text."} >>> g.metadata = {"id": "05d6efbc9820dafe0d8fbe87a79adbe9797abc87", "name": "add1000", "description": "Some text."} >>> d = idict(x=3) >> f >> g >>> d.show(colored=False) { "y": "→(x)", "_history": "b5d6efbc9820dafe0d8fbe87a79adbe9797abc87 05d6efbc9820dafe0d8fbe87a79adbe9797abc87", "x": 3, "_id": "FHezbXIcslIpb9mWpbUat7LaEAk1smsieeekmoge", "_ids": { "y": "Wdha30jmnlZs7fMYWOyoCdQnuoq1smsieeekmoge", "_history": "MjnLuTHcrK0ieeQI5ks5ia15W5snEsIJDcm7aDLt", "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9 (content: S5_331b7e710abd1443cd82d6b5cdafb9f04d5ab)" } } >>> (idict(x=3).hosh * "b5d6efbc9820dafe0d8fbe87a79adbe9797abc87" * "05d6efbc9820dafe0d8fbe87a79adbe9797abc87").show(colored=False) FHezbXIcslIpb9mWpbUat7LaEAk1smsieeekmoge >>> a = idict(x=3) >>> b = idict(y=5) >>> b["d"] = lambda y: a >>> cache = {} >>> b >>= [cache] >>> b.show(colored=False) # doctest:+ELLIPSIS { "d": "→(↑ y)", "y": 5, "_id": "...", "_ids": { "d": "...", "y": "EI_20378979f4669f2e318ae9742e214fd4880d7 (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)" } } >>> b.d.show(colored=False) { "x": 3, "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", "_ids": { "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" } } >>> import json >>> print(json.dumps(cache, indent=2)) # doctest:+ELLIPSIS { "...": { "_id": "_E_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" }, "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9": 3, "_E_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9": { "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", "_ids": { "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" } }, "EI_20378979f4669f2e318ae9742e214fd4880d7": 5, "...": { "_id": "...", "_ids": { "d": "...", "y": "EI_20378979f4669f2e318ae9742e214fd4880d7" } } } >>> d = idict.fromid("ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", cache) >>> d.show(colored=False) { "x": "→(↑)", "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", "_ids": { "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" } } >>> d.evaluated.show(colored=False) { "x": 3, "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", "_ids": { "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" } } >>> idict.fromid(d.id, cache).evaluated.show(colored=False) { "x": 3, "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", "_ids": { "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" } } >>> e = idict(f=lambda x: 5) >>> e.show(colored=False) # doctest:+ELLIPSIS { "f": "<function <lambda> at 0x...>", "_id": "pqmFNR-9nNXACJsyc6Ro3BA.wfz.mD0zHOgI9vYy", "_ids": { "f": "pqmFNR-9nNXACJsyc6Ro3BA.wfz.mD0zHOgI9vYy" } } >>> from idict.core.appearance import idict2txt >>> d = idict(x=1,y=2) >>> decolorize(idict2txt(d, False, False)) '{\n "x": 1,\n "y": 2,\n "_id": "5G_358b45f49c547174eb4bd687079b30cbbe724",\n "_ids": "fH_5142f0a4338a1da2ca3159e2d1011981ac890 S-_074b5a806933d64f111a93af359a278402f83"\n}' >>> decolorize(idict2txt(d, True, False)) '{\n "x": 1,\n "y": 2,\n "_id": "5G_358b45f49c547174eb4bd687079b30cbbe724",\n "_ids": {\n "x": "fH_5142f0a4338a1da2ca3159e2d1011981ac890 (content: l8_09c7059156c4ed2aea46243e9d4b36c01f272)",\n "y": "S-_074b5a806933d64f111a93af359a278402f83 (content: -B_305c3d0e44c94a5418d982f7dfe8a537a5c4b)"\n }\n}' >>> cache = {} >>> a = idict(x=5) >> (lambda x:{"y": x**x}) >> [[cache]] # Cache within double brackets has strict/eager behavior. >>> a.show(colored=False) # doctest:+ELLIPSIS { "y": 3125, "x": 5, "_id": "...", "_ids": { "y": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)" } } >>> idict(a.id, cache).show(colored=False) # doctest:+ELLIPSIS { "y": "→(↑)", "x": "→(↑)", "_id": "...", "_ids": { "y": "...", "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)" } } >>> a.hosh.html '<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">\n<html>\n<head>\n<meta http-equiv="Content-Type" content="text/html; charset=utf-8">\n<title></title>\n<style type="text/css">\n.ansi2html-content { display: inline; white-space: pre-wrap; word-wrap: break-word; }\n.body_foreground { color: #AAAAAA; }\n.body_background { background-color: #000000; }\n.inv_foreground { color: #000000; }\n.inv_background { background-color: #AAAAAA; }\n.ansi1 { font-weight: bold; }\n.ansi48-0 { background-color: #000316; }\n.ansi38-117 { color: #87d7ff; }\n.ansi38-153 { color: #afd7ff; }\n.ansi38-189 { color: #d7d7ff; }\n.ansi38-122 { color: #87ffd7; }\n.ansi38-123 { color: #87ffff; }\n.ansi38-159 { color: #afffff; }\n.ansi38-194 { color: #d7ffd7; }\n.ansi38-195 { color: #d7ffff; }\n.ansi38-251 { color: #c6c6c6; }\n</style>\n</head>\n<body class="body_foreground body_background" style="font-size: normal;" >\n<pre class="ansi2html-content">\n<span class="ansi38-123"></span><span class="ansi1 ansi38-123"></span><span class="ansi1 ansi38-123 ansi48-0">q</span><span class="ansi38-159"></span><span class="ansi1 ansi38-159"></span><span class="ansi1 ansi38-159 ansi48-0">1</span><span class="ansi38-195"></span><span class="ansi1 ansi38-195"></span><span class="ansi1 ansi38-195 ansi48-0">O</span><span 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ansi38-195"></span><span class="ansi1 ansi38-195 ansi48-0">t</span><span class="ansi38-159"></span><span class="ansi1 ansi38-159"></span><span class="ansi1 ansi38-159 ansi48-0">4</span><span class="ansi38-194"></span><span class="ansi1 ansi38-194"></span><span class="ansi1 ansi38-194 ansi48-0">D</span><span class="ansi38-251"></span><span class="ansi1 ansi38-251"></span><span class="ansi1 ansi38-251 ansi48-0">.</span><span class="ansi38-117"></span><span class="ansi1 ansi38-117"></span><span class="ansi1 ansi38-117 ansi48-0">w</span><span class="ansi38-123"></span><span class="ansi1 ansi38-123"></span><span class="ansi1 ansi38-123 ansi48-0">P</span><span class="ansi38-159"></span><span class="ansi1 ansi38-159"></span><span class="ansi1 ansi38-159 ansi48-0">J</span><span class="ansi38-195"></span><span class="ansi1 ansi38-195"></span><span class="ansi1 ansi38-195 ansi48-0">K</span><span class="ansi38-195"></span><span class="ansi1 ansi38-195"></span><span class="ansi1 ansi38-195 ansi48-0">l</span><span class="ansi38-194"></span><span class="ansi1 ansi38-194"></span><span class="ansi1 ansi38-194 ansi48-0">S</span><span class="ansi38-153"></span><span class="ansi1 ansi38-153"></span><span class="ansi1 ansi38-153 ansi48-0">G</span><span class="ansi38-122"></span><span class="ansi1 ansi38-122"></span><span class="ansi1 ansi38-122 ansi48-0">F</span><span class="ansi38-189"></span><span class="ansi1 ansi38-189"></span><span class="ansi1 ansi38-189 ansi48-0">F</span><span class="ansi38-122"></span><span class="ansi1 ansi38-122"></span><span class="ansi1 ansi38-122 ansi48-0">E</span><span class="ansi38-153"></span><span class="ansi1 ansi38-153"></span><span class="ansi1 ansi38-153 ansi48-0">x</span><span class="ansi38-123"></span><span class="ansi1 ansi38-123"></span><span class="ansi1 ansi38-123 ansi48-0">Y</span><span class="ansi38-195"></span><span class="ansi1 ansi38-195"></span><span class="ansi1 ansi38-195 ansi48-0">u</span><span class="ansi38-159"></span><span class="ansi1 ansi38-159"></span><span class="ansi1 ansi38-159 ansi48-0">j</span><span class="ansi38-194"></span><span class="ansi1 ansi38-194"></span><span class="ansi1 ansi38-194 ansi48-0">1</span><span class="ansi38-251"></span><span class="ansi1 ansi38-251"></span><span class="ansi1 ansi38-251 ansi48-0">6</span><span class="ansi38-117"></span><span class="ansi1 ansi38-117"></span><span class="ansi1 ansi38-117 ansi48-0">i</span><span class="ansi38-123"></span><span class="ansi1 ansi38-123"></span><span class="ansi1 ansi38-123 ansi48-0">t</span><span class="ansi38-159"></span><span class="ansi1 ansi38-159"></span><span class="ansi1 ansi38-159 ansi48-0">l</span><span class="ansi38-195"></span><span class="ansi1 ansi38-195"></span><span class="ansi1 ansi38-195 ansi48-0">1</span><span class="ansi38-195"></span><span class="ansi1 ansi38-195"></span><span class="ansi1 ansi38-195 ansi48-0">y</span><span class="ansi38-194"></span><span class="ansi1 ansi38-194"></span><span class="ansi1 ansi38-194 ansi48-0">Q</span><span class="ansi38-153"></span><span class="ansi1 ansi38-153"></span><span class="ansi1 ansi38-153 ansi48-0">B</span><span class="ansi38-122"></span><span class="ansi1 ansi38-122"></span><span class="ansi1 ansi38-122 ansi48-0">L</span><span class="ansi38-189"></span><span class="ansi1 ansi38-189"></span><span class="ansi1 ansi38-189 ansi48-0">4</span>\n</pre>\n</body>\n\n</html>\n' >>> a.fields ['y', 'x'] """ frozen: fro.FrozenIdentifiedDict # noinspection PyMissingConstructor def __init__(self, /, _dictionary=None, _id=None, _ids=None, rnd=None, identity=ø40, _cloned=None, **kwargs): from idict.core.frozenidentifieddict import FrozenIdentifiedDict self.identity = identity if isinstance(_dictionary, str) and isinstance(_id, (dict, Cache)): # Build idict from id+cache. if _ids or rnd or _cloned or kwargs: # pragma: no cover raise Exception("Cannot pass more arguments when first argument is id and second argument is cache.") # TODO (minor): detect identity (other than ø40) from number of digits self.frozen = FrozenIdentifiedDict.fromid(_dictionary, _id, identity=identity) elif isinstance(_dictionary, FrozenIdentifiedDict): self.frozen = _dictionary else: self.frozen = FrozenIdentifiedDict(_dictionary, _id, _ids, rnd, identity, _cloned, **kwargs) @property def id(self): return self.hosh.id @property def ids(self): return self.frozen.ids @property def fields(self): return self.frozen.fields @property def hosh(self): return self.frozen.hosh @property def blobs(self): return self.frozen.blobs @property def hashes(self): return self.frozen.hashes @property def hoshes(self): return self.frozen.hoshes def __getattr__(self, item): if item in self.frozen: return self.frozen[item] _item = "_" + item if _item in self.frozen: return self.frozen[_item] return self.__getattribute__(item) def __delitem__(self, key): if not isinstance(key, str): raise WrongKeyType(f"Key must be string, not {type(key)}.", key) data, blobs, hashes, hoshes = self.data.copy(), self.blobs.copy(), self.hashes.copy(), self.hoshes.copy() del data[key] for coll in [blobs, hashes, hoshes]: if key in coll: del coll[key] hosh = reduce(operator.mul, [self.identity] + [v for k, v in hoshes.items() if not k.startswith("_")]) self.frozen = self.frozen.clone(data, _cloned=dict(blobs=blobs, hashes=hashes, hoshes=hoshes, hosh=hosh)) def clone(self, data=None, rnd=None, _cloned=None): return self.frozen.clone(data, rnd, _cloned).asmutable def show(self, colored=True, width=None): self.frozen.show(colored, width) def __rrshift__(self, left: Union[Random, dict, Callable, iFunctionSpace]): """ >>> ({"x": 5} >> Idict(y=2)).show(colored=False) { "x": 5, "y": 2, "_id": "xR_15583f654491968d294f9b1622dfb782db241", "_ids": { "x": "GS_cb0fda15eac732cb08351e71fc359058b93bd (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", "y": "S-_074b5a806933d64f111a93af359a278402f83 (content: -B_305c3d0e44c94a5418d982f7dfe8a537a5c4b)" } } >>> from ldict import ldict >>> (lambda x: {"y": 5*x}) >> ldict(y = 2) «λ × { "y": 2 }» """ if isinstance(left, list) or callable(left): return iFunctionSpace(left, aop, self) clone = self.__class__(identity=self.identity) clone.frozen = left >> self.frozen return clone def __rshift__(self, other: Union[list, dict, AbstractLazyDict, Callable, iLet, iFunctionSpace, Random]): """ >>> d = Idict(x=2) >> (lambda x: {"y": 2 * x}) >>> d.ids # doctest:+ELLIPSIS {'y': '...', 'x': 'U8_a7205a343c568c5fe7c4619104ae78bd43279'} """ clone = self.__class__(identity=self.identity) clone.frozen = self.frozen >> other return clone def __rxor__(self, left: Union[Random, dict, Callable, iFunctionSpace]): if isinstance(left, list) or callable(left): return iFunctionSpace(left, cop, self) clone = self.__class__(identity=self.identity) clone.frozen = left ^ self.frozen return clone def __xor__(self, other: Union[dict, AbstractLazyDict, Callable, iLet, iFunctionSpace, Random]): clone = self.__class__(identity=self.identity) clone.frozen = self.frozen ^ other return clone @property def all(self): return self.frozen.all @staticmethod def fromid(id, cache, identity=ø40): from idict.core.frozenidentifieddict import FrozenIdentifiedDict return FrozenIdentifiedDict.fromid(id, cache, identity).asmutable @staticmethod def fromfile(name, output=["df"], output_format="df", include_name=False, identity=ø40): from idict.core.frozenidentifieddict import FrozenIdentifiedDict return FrozenIdentifiedDict.fromfile(name, output, output_format, include_name, identity).asmutable @staticmethod def fromtoy(output=["X", "y"], output_format="Xy", identity=ø40): from idict.core.frozenidentifieddict import FrozenIdentifiedDict return FrozenIdentifiedDict.fromtoy(output, output_format, identity).asmutable @staticmethod def fromminiarff(output=["df"], output_format="df", identity=ø40): from idict.core.frozenidentifieddict import FrozenIdentifiedDict return FrozenIdentifiedDict.fromminiarff(output, output_format, identity).asmutable @staticmethod def fromminicsv(output=["df"], output_format="df", identity=ø40): from idict.core.frozenidentifieddict import FrozenIdentifiedDict return FrozenIdentifiedDict.fromminicsv(output, output_format, identity).asmutable @staticmethod def fromopenml(name, version=1, Xout="X", yout="y", identity=ø40): from idict.core.frozenidentifieddict import FrozenIdentifiedDict return FrozenIdentifiedDict.fromopenml(name, version, Xout, yout, identity).asmutable @property def metafields(self): """ >>> from idict import idict >>> idict(a=1, _b=2, _c=3).metafields {'_b': 2, '_c': 3} """ return self.frozen.metafields @property def trimmed(self): """ >>> from idict import idict >>> idict(a=1, _b=2, _history=[1,2,3]).trimmed.show(colored=False) { "a": 1, "_id": "DZ_3d0ee28486d9b4f5e2fe257bc33f1266688fb", "_ids": { "a": "DZ_3d0ee28486d9b4f5e2fe257bc33f1266688fb" } } """ return self.frozen.trimmed.asmutable def __reduce__(self): return self.__class__, ({k: v for k, v in self.data.items()},) # def wrapped(self, version, version_id): # """ # Wrap a trimmed version of an idict object by a metafield container # # The container is identified by `object.id * extra_field__id`. # # >>> from idict import idict # >>> d = idict(x=3, _metafield_1=5, _history={"id-of-some-previous-step----------------": 5}) # >>> d.show(colored=False) # { # "x": 3, # "_metafield_1": 5, # "_history": "id-of-some-previous-step----------------", # "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", # "_ids": { # "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", # "_metafield_1": "KG_c33bb4404f27e9a7878b29dcb88fbd772cd8f (content: Mj_3bcd9aefb5020343384ae8ccb88fbd872cd8f)", # "_history": "T4_254b4402e8d23be907236a140ff90245285a8 (content: VO_b2b5c7d8ff9718670723c03f0ff9028f085a8)" # } # } # >>> e = d.wrapped("user 1", "uuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuu") # >>> e.show(colored=False) # { # "fields": { # "x": 3, # "_id": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", # "_ids": { # "x": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9" # } # }, # "version": "user 1", # "_metafield_1": 5, # "_history": "id-of-some-previous-step----------------", # "_id": "g.0pzcYOgFTneQ8ojVDcReKkaqDuuuuuuuuuuuuu", # "_ids": { # "fields": "ME_bd0a8d9d8158cdbb9d7d4c7af1659ca1dabc9", # "version": "uuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuu", # "_metafield_1": "KG_c33bb4404f27e9a7878b29dcb88fbd772cd8f", # "_history": "T4_254b4402e8d23be907236a140ff90245285a8" # } # } # >>> d.hosh == e.fields.hosh # True # """ # return self.frozen.wrapped(version, version_id).asmutableAncestors
- ldict.core.base.AbstractMutableLazyDict
- ldict.core.base.AbstractLazyDict
- collections.UserDict
- collections.abc.MutableMapping
- collections.abc.Mapping
- collections.abc.Collection
- collections.abc.Sized
- collections.abc.Iterable
- collections.abc.Container
- builtins.dict
- typing.Generic
- abc.ABC
Class variables
var frozen : FrozenIdentifiedDict
Static methods
def fromfile(name, output=['df'], output_format='df', include_name=False, identity=[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m)-
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@staticmethod def fromfile(name, output=["df"], output_format="df", include_name=False, identity=ø40): from idict.core.frozenidentifieddict import FrozenIdentifiedDict return FrozenIdentifiedDict.fromfile(name, output, output_format, include_name, identity).asmutable def fromid(id, cache, identity=[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m)-
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@staticmethod def fromid(id, cache, identity=ø40): from idict.core.frozenidentifieddict import FrozenIdentifiedDict return FrozenIdentifiedDict.fromid(id, cache, identity).asmutable def fromminiarff(output=['df'], output_format='df', identity=[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m)-
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@staticmethod def fromminiarff(output=["df"], output_format="df", identity=ø40): from idict.core.frozenidentifieddict import FrozenIdentifiedDict return FrozenIdentifiedDict.fromminiarff(output, output_format, identity).asmutable def fromminicsv(output=['df'], output_format='df', identity=[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m)-
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@staticmethod def fromminicsv(output=["df"], output_format="df", identity=ø40): from idict.core.frozenidentifieddict import FrozenIdentifiedDict return FrozenIdentifiedDict.fromminicsv(output, output_format, identity).asmutable def fromopenml(name, version=1, Xout='X', yout='y', identity=[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m)-
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@staticmethod def fromopenml(name, version=1, Xout="X", yout="y", identity=ø40): from idict.core.frozenidentifieddict import FrozenIdentifiedDict return FrozenIdentifiedDict.fromopenml(name, version, Xout, yout, identity).asmutable def fromtoy(output=['X', 'y'], output_format='Xy', identity=[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;158m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;147m[1m[48;5;0m0[0m[38;5;86m[1m[48;5;0m0[0m[38;5;159m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;195m[1m[48;5;0m0[0m[38;5;194m[1m[48;5;0m0[0m[38;5;153m[1m[48;5;0m0[0m[38;5;123m[1m[48;5;0m0[0m[38;5;157m[1m[48;5;0m0[0m[38;5;117m[1m[48;5;0m0[0m)-
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@staticmethod def fromtoy(output=["X", "y"], output_format="Xy", identity=ø40): from idict.core.frozenidentifieddict import FrozenIdentifiedDict return FrozenIdentifiedDict.fromtoy(output, output_format, identity).asmutable
Instance variables
var all-
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@property def all(self): return self.frozen.all var blobs-
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@property def blobs(self): return self.frozen.blobs var fields-
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@property def fields(self): return self.frozen.fields var hashes-
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@property def hashes(self): return self.frozen.hashes var hosh-
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@property def hosh(self): return self.frozen.hosh var hoshes-
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@property def hoshes(self): return self.frozen.hoshes var id-
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@property def id(self): return self.hosh.id var ids-
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@property def ids(self): return self.frozen.ids var metafields-
>>> from idict import idict >>> idict(a=1, _b=2, _c=3).metafields {'_b': 2, '_c': 3}Expand source code
@property def metafields(self): """ >>> from idict import idict >>> idict(a=1, _b=2, _c=3).metafields {'_b': 2, '_c': 3} """ return self.frozen.metafields var trimmed-
>>> from idict import idict >>> idict(a=1, _b=2, _history=[1,2,3]).trimmed.show(colored=False) { "a": 1, "_id": "DZ_3d0ee28486d9b4f5e2fe257bc33f1266688fb", "_ids": { "a": "DZ_3d0ee28486d9b4f5e2fe257bc33f1266688fb" } }Expand source code
@property def trimmed(self): """ >>> from idict import idict >>> idict(a=1, _b=2, _history=[1,2,3]).trimmed.show(colored=False) { "a": 1, "_id": "DZ_3d0ee28486d9b4f5e2fe257bc33f1266688fb", "_ids": { "a": "DZ_3d0ee28486d9b4f5e2fe257bc33f1266688fb" } } """ return self.frozen.trimmed.asmutable
Methods
def clone(self, data=None, rnd=None)-
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def clone(self, data=None, rnd=None, _cloned=None): return self.frozen.clone(data, rnd, _cloned).asmutable def show(self, colored=True, width=None)-
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def show(self, colored=True, width=None): self.frozen.show(colored, width)