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Copy pathtraversal.py
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1254 lines (939 loc) · 35.4 KB
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#
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
#
import copy
import math
import re
import threading
import uuid
import warnings
from aenum import Enum
from gremlin_python.structure.graph import Vertex, Edge, Path, Property, CompositePDT, PrimitivePDT
from .. import statics
from ..statics import long, SingleByte, SingleChar, short, bigint, BigDecimal
from datetime import datetime, timedelta
import base64
class Traversal(object):
def __init__(self, graph, traversal_strategies, gremlin_lang):
self.graph = graph
self.traversal_strategies = traversal_strategies
self.gremlin_lang = gremlin_lang
self.traversers = None
self.last_traverser = None
def __repr__(self):
return self.gremlin_lang.get_gremlin()
def __eq__(self, other):
if isinstance(other, self.__class__):
return self.gremlin_lang.get_gremlin() == other.gremlin_lang.get_gremlin()
else:
return False
def __iter__(self):
return self
def __next__(self):
if self.traversers is None:
self.traversal_strategies.apply_strategies(self)
if self.last_traverser is None:
self.last_traverser = next(self.traversers)
res = self.last_traverser
if isinstance(res, Traverser):
obj = res.object
self.last_traverser.bulk = self.last_traverser.bulk - 1
if self.last_traverser.bulk <= 0:
self.last_traverser = None
return obj
else:
self.last_traverser = None
return res
def toList(self):
warnings.warn(
"gremlin_python.process.Traversal.toList will be replaced by "
"gremlin_python.process.Traversal.to_list.",
DeprecationWarning)
return self.to_list()
def to_list(self):
return list(iter(self))
def toSet(self):
warnings.warn(
"gremlin_python.process.Traversal.toSet will be replaced by "
"gremlin_python.process.Traversal.to_set.",
DeprecationWarning)
return self.to_set()
def to_set(self):
return set(iter(self))
def iterate(self):
self.gremlin_lang.add_step("discard")
while True:
try:
self.next_traverser()
except StopIteration:
return self
def nextTraverser(self):
warnings.warn(
"gremlin_python.process.Traversal.nextTraverser will be replaced by "
"gremlin_python.process.Traversal.next_traverser.",
DeprecationWarning)
return self.next_traverser()
def next_traverser(self):
if self.traversers is None:
self.traversal_strategies.apply_strategies(self)
if self.last_traverser is None:
return next(self.traversers)
else:
temp = self.last_traverser
self.last_traverser = None
return temp
def hasNext(self):
warnings.warn(
"gremlin_python.process.Traversal.hasNext will be replaced by "
"gremlin_python.process.Traversal.has_next.",
DeprecationWarning)
return self.has_next()
def has_next(self):
if self.traversers is None:
self.traversal_strategies.apply_strategies(self)
if self.last_traverser is None:
try:
self.last_traverser = next(self.traversers)
except StopIteration:
return False
return not (self.last_traverser is None) and self.last_traverser.bulk > 0 if isinstance(self.last_traverser, Traverser) else True
def next(self, amount=None):
if amount is None:
return self.__next__()
else:
count = 0
tempList = []
while count < amount:
count = count + 1
try:
temp = self.__next__()
except StopIteration:
return tempList
tempList.append(temp)
return tempList
def promise(self, cb=None):
self.traversal_strategies.apply_async_strategies(self)
future_traversal = self.remote_results
future = type(future_traversal)()
def process(f):
try:
traversal = f.result()
except Exception as e:
future.set_exception(e)
else:
self.traversers = iter(traversal.traversers)
if cb:
try:
result = cb(self)
except Exception as e:
future.set_exception(e)
else:
future.set_result(result)
else:
future.set_result(self)
future_traversal.add_done_callback(process)
return future
Barrier = Enum('Barrier', ' normSack norm_sack')
statics.add_static('normSack', Barrier.normSack)
statics.add_static('norm_sack', Barrier.norm_sack)
Cardinality = Enum('Cardinality', ' list_ set_ single')
statics.add_static('single', Cardinality.single)
statics.add_static('list_', Cardinality.list_)
statics.add_static('set_', Cardinality.set_)
Column = Enum('Column', ' keys values')
statics.add_static('keys', Column.keys)
statics.add_static('values', Column.values)
# alias from_ and to
Direction = Enum(
value='Direction',
names=[
('BOTH', 'BOTH'),
('IN', 'IN'),
('OUT', 'OUT'),
('from_', "OUT"),
('to', 'IN'),
],
)
statics.add_static('OUT', Direction.OUT)
statics.add_static('IN', Direction.IN)
statics.add_static('BOTH', Direction.BOTH)
statics.add_static('from_', Direction.OUT)
statics.add_static('to', Direction.IN)
DT = Enum('DT', ' second minute hour day')
statics.add_static('second', DT.second)
statics.add_static('minute', DT.minute)
statics.add_static('hour', DT.hour)
statics.add_static('day', DT.day)
Merge = Enum('Merge', ' on_create on_match out_v in_v')
statics.add_static('on_create', Merge.on_create)
statics.add_static('on_match', Merge.on_match)
statics.add_static('in_v', Merge.in_v)
statics.add_static('out_v', Merge.out_v)
Order = Enum('Order', ' asc desc shuffle')
statics.add_static('shuffle', Order.shuffle)
statics.add_static('asc', Order.asc)
statics.add_static('desc', Order.desc)
Pick = Enum('Pick', ' any_ none unproductive')
statics.add_static('any_', Pick.any_)
statics.add_static('none', Pick.none)
statics.add_static('unproductive', Pick.unproductive)
Pop = Enum('Pop', ' all_ first last mixed')
statics.add_static('first', Pop.first)
statics.add_static('last', Pop.last)
statics.add_static('all_', Pop.all_)
statics.add_static('mixed', Pop.mixed)
Scope = Enum('Scope', ' global_ local')
statics.add_static('global_', Scope.global_)
statics.add_static('local', Scope.local)
T = Enum('T', ' id id_ key label value')
statics.add_static('id', T.id)
statics.add_static('label', T.label)
statics.add_static('id_', T.id_)
statics.add_static('key', T.key)
statics.add_static('value', T.value)
Operator = Enum('Operator', ' addAll add_all and_ assign div max max_ min min_ minus mult or_ sum_ sumLong sum_long')
statics.add_static('sum_', Operator.sum_)
statics.add_static('minus', Operator.minus)
statics.add_static('mult', Operator.mult)
statics.add_static('div', Operator.div)
statics.add_static('min', Operator.min_)
statics.add_static('min_', Operator.min_)
statics.add_static('max_', Operator.max_)
statics.add_static('assign', Operator.assign)
statics.add_static('and_', Operator.and_)
statics.add_static('or_', Operator.or_)
statics.add_static('addAll', Operator.addAll)
statics.add_static('add_all', Operator.add_all)
statics.add_static('sum_long', Operator.sum_long)
GType = Enum('GType', ' BIGDECIMAL BIGINT BINARY BOOLEAN BYTE CHAR DATETIME DOUBLE DURATION EDGE FLOAT GRAPH INT LIST LONG MAP NULL NUMBER PATH PROPERTY SET SHORT STRING TREE UUID VERTEX VPROPERTY')
statics.add_static('BIGDECIMAL', GType.BIGDECIMAL)
statics.add_static('BIGINT', GType.BIGINT)
statics.add_static('BINARY', GType.BINARY)
statics.add_static('BOOLEAN', GType.BOOLEAN)
statics.add_static('BYTE', GType.BYTE)
statics.add_static('CHAR', GType.CHAR)
statics.add_static('DATETIME', GType.DATETIME)
statics.add_static('DOUBLE', GType.DOUBLE)
statics.add_static('DURATION', GType.DURATION)
statics.add_static('EDGE', GType.EDGE)
statics.add_static('FLOAT', GType.FLOAT)
statics.add_static('GRAPH', GType.GRAPH)
statics.add_static('INT', GType.INT)
statics.add_static('LIST', GType.LIST)
statics.add_static('LONG', GType.LONG)
statics.add_static('MAP', GType.MAP)
statics.add_static('NULL', GType.NULL)
statics.add_static('NUMBER', GType.NUMBER)
statics.add_static('PATH', GType.PATH)
statics.add_static('PROPERTY', GType.PROPERTY)
statics.add_static('SET', GType.SET)
statics.add_static('SHORT', GType.SHORT)
statics.add_static('STRING', GType.STRING)
statics.add_static('TREE', GType.TREE)
statics.add_static('UUID', GType.UUID)
statics.add_static('VERTEX', GType.VERTEX)
statics.add_static('VPROPERTY', GType.VPROPERTY)
class P(object):
def __init__(self, operator, value, other=None):
self.operator = operator
self.value = value
self.other = other
@staticmethod
def between(*args):
return P("between", *args)
@staticmethod
def eq(*args):
return P("eq", *args)
@staticmethod
def gt(*args):
return P("gt", *args)
@staticmethod
def gte(*args):
return P("gte", *args)
@staticmethod
def inside(*args):
return P("inside", *args)
@staticmethod
def lt(*args):
return P("lt", *args)
@staticmethod
def lte(*args):
return P("lte", *args)
@staticmethod
def neq(*args):
return P("neq", *args)
@staticmethod
def not_(*args):
return P("not", *args)
@staticmethod
def outside(*args):
return P("outside", *args)
@staticmethod
def test(*args):
return P("test", *args)
@staticmethod
def type_of(*args):
return P("typeOf", *args)
@staticmethod
def within(*args):
if len(args) == 1 and type(args[0]) == list:
return P("within", args[0])
elif len(args) == 1 and type(args[0]) == set:
return P("within", list(args[0]))
elif len(args) == 1 and isinstance(args[0], Traversal):
return P("within", args[0])
else:
return P("within", list(args))
@staticmethod
def without(*args):
if len(args) == 1 and type(args[0]) == list:
return P("without", args[0])
elif len(args) == 1 and type(args[0]) == set:
return P("without", list(args[0]))
elif len(args) == 1 and isinstance(args[0], Traversal):
return P("without", args[0])
else:
return P("without", list(args))
def and_(self, arg):
return P("and", self, arg)
def or_(self, arg):
return P("or", self, arg)
def __eq__(self, other):
return isinstance(other, self.__class__) and self.operator == other.operator and self.value == other.value and self.other == other.other
def __repr__(self):
return self.operator + "(" + str(self.value) + ")" if self.other is None else self.operator + "(" + str(self.value) + "," + str(self.other) + ")"
def between(*args):
return P.between(*args)
def eq(*args):
return P.eq(*args)
def gt(*args):
return P.gt(*args)
def gte(*args):
return P.gte(*args)
def inside(*args):
return P.inside(*args)
def lt(*args):
return P.lt(*args)
def lte(*args):
return P.lte(*args)
def neq(*args):
return P.neq(*args)
def not_(*args):
return P.not_(*args)
def outside(*args):
return P.outside(*args)
def within(*args):
return P.within(*args)
def without(*args):
return P.without(*args)
def type_of(*args):
return P.type_of(*args)
statics.add_static('between', between)
statics.add_static('eq', eq)
statics.add_static('gt', gt)
statics.add_static('gte', gte)
statics.add_static('inside', inside)
statics.add_static('lt', lt)
statics.add_static('lte', lte)
statics.add_static('neq', neq)
statics.add_static('not_', not_)
statics.add_static('outside', outside)
statics.add_static('within', within)
statics.add_static('without', without)
statics.add_static('typeOf', type_of)
class TextP(P):
def __init__(self, operator, value, other=None):
P.__init__(self, operator, value, other)
@staticmethod
def containing(*args):
return TextP("containing", *args)
@staticmethod
def endingWith(*args):
warnings.warn(
"gremlin_python.process.TextP.endingWith will be replaced by "
"gremlin_python.process.TextP.ending_with.",
DeprecationWarning)
return TextP("endingWith", *args)
@staticmethod
def ending_with(*args):
return TextP("endingWith", *args)
@staticmethod
def notContaining(*args):
warnings.warn(
"gremlin_python.process.TextP.notContaining will be replaced by "
"gremlin_python.process.TextP.not_containing.",
DeprecationWarning)
return TextP("notContaining", *args)
@staticmethod
def not_containing(*args):
return TextP("notContaining", *args)
@staticmethod
def notEndingWith(*args):
warnings.warn(
"gremlin_python.process.TextP.notEndingWith will be replaced by "
"gremlin_python.process.TextP.not_ending_with.",
DeprecationWarning)
return TextP("notEndingWith", *args)
@staticmethod
def not_ending_with(*args):
return TextP("notEndingWith", *args)
@staticmethod
def notStartingWith(*args):
warnings.warn(
"gremlin_python.process.TextP.notStartingWith will be replaced by "
"gremlin_python.process.TextP.not_starting_With.",
DeprecationWarning)
return TextP("notStartingWith", *args)
@staticmethod
def not_starting_with(*args):
return TextP("notStartingWith", *args)
@staticmethod
def startingWith(*args):
warnings.warn(
"gremlin_python.process.TextP.startingWith will be replaced by "
"gremlin_python.process.TextP.starting_with.",
DeprecationWarning)
return TextP("startingWith", *args)
@staticmethod
def starting_with(*args):
return TextP("startingWith", *args)
@staticmethod
def regex(*args):
return TextP("regex", *args)
@staticmethod
def not_regex(*args):
return TextP("notRegex", *args)
def __eq__(self, other):
return isinstance(other, self.__class__) and self.operator == other.operator and self.value == other.value and self.other == other.other
def __repr__(self):
return self.operator + "(" + str(self.value) + ")" if self.other is None else self.operator + "(" + str(self.value) + "," + str(self.other) + ")"
def containing(*args):
return TextP.containing(*args)
def endingWith(*args):
return TextP.ending_with(*args)
def ending_with(*args):
return TextP.ending_with(*args)
def notContaining(*args):
return TextP.not_containing(*args)
def not_containing(*args):
return TextP.not_containing(*args)
def notEndingWith(*args):
return TextP.not_ending_with(*args)
def not_ending_with(*args):
return TextP.not_ending_with(*args)
def notStartingWith(*args):
return TextP.not_starting_with(*args)
def not_starting_with(*args):
return TextP.not_starting_with(*args)
def startingWith(*args):
return TextP.starting_with(*args)
def starting_with(*args):
return TextP.starting_with(*args)
def regex(*args):
return TextP.regex(*args)
def not_regex(*args):
return TextP.not_regex(*args)
statics.add_static('containing', containing)
statics.add_static('endingWith', endingWith)
statics.add_static('ending_with', ending_with)
statics.add_static('notContaining', notContaining)
statics.add_static('not_containing', not_containing)
statics.add_static('notEndingWith', notEndingWith)
statics.add_static('not_ending_with', not_ending_with)
statics.add_static('notStartingWith', notStartingWith)
statics.add_static('not_starting_with', not_starting_with)
statics.add_static('startingWith', startingWith)
statics.add_static('starting_with', starting_with)
statics.add_static('regex', regex)
statics.add_static('not_regex', not_regex)
'''
IO
'''
class IO(object):
graphml = "graphml"
graphson = "graphson"
gryo = "gryo"
reader = "~tinkerpop.io.reader"
registry = "~tinkerpop.io.registry"
writer = "~tinkerpop.io.writer"
'''
ConnectedComponent
'''
class ConnectedComponent(object):
component = "gremlin.connectedComponentVertexProgram.component"
edges = "~tinkerpop.connectedComponent.edges"
propertyName = "~tinkerpop.connectedComponent.propertyName"
property_name = "~tinkerpop.connectedComponent.propertyName"
'''
ShortestPath
'''
class ShortestPath(object):
distance = "~tinkerpop.shortestPath.distance"
edges = "~tinkerpop.shortestPath.edges"
includeEdges = "~tinkerpop.shortestPath.includeEdges"
include_edges = "~tinkerpop.shortestPath.includeEdges"
maxDistance = "~tinkerpop.shortestPath.maxDistance"
max_distance = "~tinkerpop.shortestPath.maxDistance"
target = "~tinkerpop.shortestPath.target"
'''
PageRank
'''
class PageRank(object):
edges = "~tinkerpop.pageRank.edges"
propertyName = "~tinkerpop.pageRank.propertyName"
property_name = "~tinkerpop.pageRank.propertyName"
times = "~tinkerpop.pageRank.times"
'''
PeerPressure
'''
class PeerPressure(object):
edges = "~tinkerpop.peerPressure.edges"
propertyName = "~tinkerpop.peerPressure.propertyName"
property_name = "~tinkerpop.pageRank.propertyName"
times = "~tinkerpop.peerPressure.times"
'''
TRAVERSER
'''
class Traverser(object):
def __init__(self, object, bulk=None):
if bulk is None:
bulk = long(1)
self.object = object
self.bulk = bulk
def __repr__(self):
return str(self.object)
def __eq__(self, other):
return isinstance(other, self.__class__) and self.object == other.object
'''
TRAVERSAL STRATEGIES
'''
class TraversalStrategies(object):
def __init__(self, traversal_strategies=None):
self.traversal_strategies = traversal_strategies.traversal_strategies if traversal_strategies is not None else []
def add_strategies(self, traversal_strategies):
self.traversal_strategies = self.traversal_strategies + traversal_strategies
def apply_strategies(self, traversal):
for traversal_strategy in self.traversal_strategies:
traversal_strategy.apply(traversal)
def apply_async_strategies(self, traversal):
for traversal_strategy in self.traversal_strategies:
traversal_strategy.apply_async(traversal)
def __repr__(self):
return str(self.traversal_strategies)
class TraversalStrategy(object):
def __init__(self, strategy_name=None, configuration=None, fqcn=None, **kwargs):
self.fqcn = fqcn
self.strategy_name = type(self).__name__ if strategy_name is None else strategy_name
self.configuration = {} if configuration is None else configuration
self.configuration = {**kwargs, **self.configuration} # merge additional kwargs into strategy configuration
def apply(self, traversal):
return
def apply_async(self, traversal):
return
def __eq__(self, other):
return isinstance(other, self.__class__)
def __hash__(self):
return hash(self.strategy_name)
def __repr__(self):
return self.strategy_name
'''
WITH OPTIONS
'''
class WithOptions(object):
tokens = "~tinkerpop.valueMap.tokens"
none = 0
ids = 1
labels = 2
keys = 4
values = 8
all = 15
indexer = "~tinkerpop.index.indexer"
list = 0
map = 1
'''
GREMLIN LANGUAGE
'''
class GremlinLang(object):
conn_p = ['and', 'or']
def __init__(self, gremlin_lang=None):
self.empty_array = []
self.gremlin = []
self.parameters = {}
self.options_strategies = []
self.pdt_registry = None
if gremlin_lang is not None:
self.gremlin = list(gremlin_lang.gremlin)
self.parameters = dict(gremlin_lang.parameters)
self.options_strategies = list(gremlin_lang.options_strategies)
self.pdt_registry = gremlin_lang.pdt_registry
def _add_to_gremlin(self, string_name, *args):
if string_name == 'CardinalityValueTraversal':
self.gremlin.append(
f'{self._arg_as_string(args[0][0])}({self._arg_as_string(args[0][1])})')
return
self.gremlin.extend(['.', string_name, '('])
c = 0
while len(args[0]) > c:
if c != 0:
self.gremlin.append(',')
self.gremlin.append(self._arg_as_string(self._convert_argument(args[0][c])))
c += 1
self.gremlin.append(')')
def _arg_as_string(self, arg):
if arg is None:
return 'null'
if isinstance(arg, SingleChar):
return f'{arg!r}c'
if isinstance(arg, str):
return f'{arg!r}' # use repr() format for canonical string rep
# return f'"{arg}"'
if isinstance(arg, bool):
return 'true' if arg else 'false'
if isinstance(arg, SingleByte):
return f'{arg}B'
if isinstance(arg, short):
return f'{arg}S'
if isinstance(arg, long):
return f'{arg}L'
if isinstance(arg, bigint):
return f'{arg}N'
if isinstance(arg, int):
return f'{arg}'
if isinstance(arg, float):
# converting floats into doubles for script since python doesn't distinguish and java defaults to double
if math.isnan(arg):
return "NaN"
elif math.isinf(arg) and arg > 0:
return "+Infinity"
elif math.isinf(arg) and arg < 0:
return "-Infinity"
else:
return f'{arg}D'
if isinstance(arg, BigDecimal):
return f'{arg.value}M'
if isinstance(arg, datetime):
return f'datetime("{arg.isoformat()}")'
if isinstance(arg, uuid.UUID):
return f'UUID("{arg}")'
if isinstance(arg, timedelta):
is_negative = arg.total_seconds() < 0
abs_td = -arg if is_negative else arg
# Use integer components directly to avoid float precision loss
seconds = abs_td.days * 86400 + abs_td.seconds
nanos = abs_td.microseconds * 1000
if is_negative:
return f'Duration({seconds},{nanos},false)'
else:
return f'Duration({seconds},{nanos})'
if isinstance(arg, bytes):
return f'Binary("{base64.b64encode(arg).decode("ascii")}")'
if isinstance(arg, Enum):
tmp = str(arg)
if tmp.endswith('_'):
return tmp[0:-1]
elif '_' in tmp:
return f'{tmp.split("_")[0]}{tmp.split("_")[1].capitalize()}'
else:
return tmp
if isinstance(arg, CompositePDT):
return f'PDT({self._arg_as_string(arg.name)},{self._process_dict(arg.fields)})'
if isinstance(arg, PrimitivePDT):
return f'PDT({self._arg_as_string(arg.name)},{self._arg_as_string(arg.value)})'
if isinstance(arg, Vertex):
return f'{self._arg_as_string(arg.id)}'
if isinstance(arg, P):
return self._process_predicate(arg)
if isinstance(arg, GremlinLang) or isinstance(arg, Traversal):
gremlin_lang = arg if isinstance(arg, GremlinLang) else arg.gremlin_lang
self.parameters.update(gremlin_lang.parameters)
return gremlin_lang.get_gremlin('__')
if isinstance(arg, GValue):
key = arg.get_name()
if not re.fullmatch(r'(?:[^\W\d]|\$)(?:\w|\$)*', key):
raise Exception(f'Invalid parameter name [{key}].')
if key in self.parameters:
if self.parameters[key] != arg.value:
raise Exception(f'parameter with name {key} already exists.')
else:
self.parameters[key] = arg.value
return key
if isinstance(arg, dict):
return self._process_dict(arg)
if isinstance(arg, set):
return self._process_set(arg)
if isinstance(arg, list):
return self._process_list(arg)
# Strategy instances render as their name (e.g. "ReadOnlyStrategy") for withoutStrategies.
# Class objects render as their __name__ (e.g. strategy classes passed directly).
# These replace the old hasattr(arg, '__class__') check which was too broad since every
# Python object has __class__, making it a silent escape hatch for anything with __name__.
if isinstance(arg, TraversalStrategy):
return arg.strategy_name
if isinstance(arg, type):
return arg.__name__
# Registry-based dehydration — a registered adapter intentionally takes
# precedence over the @provider_defined decorator fallback below, allowing
# explicit adapters to override decorator-derived behavior.
if self.pdt_registry is not None:
primitive_adapter = self.pdt_registry.get_primitive_adapter_by_class(type(arg))
if primitive_adapter is not None and primitive_adapter['to_value'] is not None:
value = primitive_adapter['to_value'](arg)
return self._arg_as_string(PrimitivePDT(primitive_adapter['type_name'], value))
adapter = self.pdt_registry.get_composite_adapter_by_class(type(arg))
if adapter is not None and adapter['serialize'] is not None:
fields = adapter['serialize'](arg)
return self._arg_as_string(CompositePDT(adapter['type_name'], fields))
# Auto-dehydrate @provider_defined decorated objects
if hasattr(arg, '_pdt_name'):
included = getattr(arg, '_pdt_included_fields', None)
excluded = getattr(arg, '_pdt_excluded_fields', None)
fields = [f for f in vars(arg) if not f.startswith('_')]
if included:
fields = [f for f in fields if f in included]
elif excluded:
fields = [f for f in fields if f not in excluded]
pdt = CompositePDT(arg._pdt_name, {f: getattr(arg, f) for f in fields})
return self._arg_as_string(pdt)
raise TypeError(f'GremlinLang contains at least one type [{type(arg).__name__}] that cannot be represented as text.')
# Do special processing needed to format predicates that come in
# such as "gt(a)" correctly.
def _process_predicate(self, p):
res = []
if p.operator in self.conn_p:
res.append(f'{self._process_predicate(p.value)}.{p.operator}({self._process_predicate(p.other)})')
else:
res.append(f'{self._process_p_value(p)}')
return ''.join(res)
# process the value of the predicates
def _process_p_value(self, p):