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from typing import Iterable from rdflib.store import Store from rdflib_hdt.hdt_document import HDTDocument from rdflib_hdt.types import Triple class HDTStore(Store): """An implementation of a Store over a HDT document. It is heavily inspired by the work from @FlorianLudwig (https://github.com/RDFLib/rdflib...
/rdflib_hdt-3.1.tar.gz/rdflib_hdt-3.1/rdflib_hdt/hdt_store.py
0.941975
0.386763
hdt_store.py
pypi
from rdflib.query import ResultRow from hdt import JoinIterator, TripleIterator from rdflib_hdt.mapping import term_to_rdflib from rdflib_hdt.types import Triple class HDTIterator: """An iterator that converts HDT matching triples to the RDFlib data model. Args: - input: Input iterator that produces R...
/rdflib_hdt-3.1.tar.gz/rdflib_hdt-3.1/rdflib_hdt/iterators.py
0.900635
0.447098
iterators.py
pypi
from typing import Optional, Tuple, Union import hdt from rdflib_hdt.iterators import HDTIterator, HDTJoinIterator from rdflib_hdt.mapping import rdflib_to_hdt, term_to_rdflib from rdflib_hdt.types import BGP, SearchQuery, Term class TermKindError(NameError): """An error raised when an invalid Term position iden...
/rdflib_hdt-3.1.tar.gz/rdflib_hdt-3.1/rdflib_hdt/hdt_document.py
0.963805
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hdt_document.py
pypi
# NOTE: This code reads the entire JSON object into memory before parsing, but # we should consider streaming the input to deal with arbitrarily large graphs. import warnings from rdflib.graph import ConjunctiveGraph from rdflib.parser import Parser, URLInputSource from rdflib.namespace import RDF, XSD from rdflib.ter...
/rdflib-jsonld-without-2to3-0.7.0.tar.gz/rdflib-jsonld-without-2to3-0.7.0/rdflib_jsonld/parser.py
0.406626
0.273414
parser.py
pypi
from rdflib.store import Store from rdflib import Literal, RDF, URIRef from neo4j import GraphDatabase from neo4j import WRITE_ACCESS import logging from decimal import Decimal __all__ = ["CypherNeo4jStore"] class CypherNeo4jStore(Store): context_aware = True formula_aware = True transaction_aware = True...
/rdflib_neo4j-0.0.1b6-py3-none-any.whl/rdflib_neo4j/neo4jcypher.py
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neo4jcypher.py
pypi
from __future__ import annotations from typing import TYPE_CHECKING if TYPE_CHECKING: from typing import List, Tuple, Optional from copy import deepcopy from datetime import datetime, timezone from rdflib import ConjunctiveGraph, Graph, URIRef from rdflib_ocdm.counter_handler.counter_handler import CounterHan...
/rdflib_ocdm-0.3.4-py3-none-any.whl/rdflib_ocdm/ocdm_graph.py
0.835618
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ocdm_graph.py
pypi
from __future__ import annotations from typing import TYPE_CHECKING if TYPE_CHECKING: from typing import Tuple from rdflib.compare import IsomorphicGraph from rdflib_ocdm.ocdm_graph import OCDMGraphCommons from rdflib import ConjunctiveGraph, Graph, URIRef from rdflib.compare import graph_diff, to_isomo...
/rdflib_ocdm-0.3.4-py3-none-any.whl/rdflib_ocdm/query_utils.py
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query_utils.py
pypi
from __future__ import annotations from abc import ABC from typing import TYPE_CHECKING from rdflib import RDF, RDFS, Graph, Literal, URIRef from rdflib_ocdm.support import create_literal, create_type if TYPE_CHECKING: from typing import ClassVar, Dict, Iterable, List, Optional class AbstractEntity(ABC): ...
/rdflib_ocdm-0.3.4-py3-none-any.whl/rdflib_ocdm/abstract_entity.py
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abstract_entity.py
pypi
from __future__ import annotations from typing import TYPE_CHECKING from oc_ocdm.decorators import accepts_only from rdflib import XSD from rdflib_ocdm.prov.prov_entity import ProvEntity if TYPE_CHECKING: from typing import List, Optional from rdflib import URIRef class SnapshotEntity(ProvEntity): ""...
/rdflib_ocdm-0.3.4-py3-none-any.whl/rdflib_ocdm/prov/snapshot_entity.py
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snapshot_entity.py
pypi
from __future__ import annotations from typing import TYPE_CHECKING if TYPE_CHECKING: from typing import List, Dict from rdflib_ocdm.counter_handler.counter_handler import CounterHandler class InMemoryCounterHandler(CounterHandler): """A concrete implementation of the ``CounterHandler`` interface that tem...
/rdflib_ocdm-0.3.4-py3-none-any.whl/rdflib_ocdm/counter_handler/in_memory_counter_handler.py
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in_memory_counter_handler.py
pypi
import sqlite3 import urllib.parse from rdflib_ocdm.counter_handler.counter_handler import CounterHandler class SqliteCounterHandler(CounterHandler): """A concrete implementation of the ``CounterHandler`` interface that persistently stores the counter values within a SQLite database.""" def __init__(se...
/rdflib_ocdm-0.3.4-py3-none-any.whl/rdflib_ocdm/counter_handler/sqlite_counter_handler.py
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0.245514
sqlite_counter_handler.py
pypi
from __future__ import annotations import json import os from rdflib_ocdm.counter_handler.counter_handler import CounterHandler from rdflib_ocdm.support import is_string_empty class FilesystemCounterHandler(CounterHandler): """A concrete implementation of the ``CounterHandler`` interface that persistently store...
/rdflib_ocdm-0.3.4-py3-none-any.whl/rdflib_ocdm/counter_handler/filesystem_counter_handler.py
0.6973
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filesystem_counter_handler.py
pypi
from rdflib import Graph, URIRef, Literal, BNode from pyld import jsonld __version__ = '0.0.1' def _rdflib_term_to_pyld_term(term): """Convert rdflib term to a PyLD term. See: <http://rdflib.readthedocs.io/en/stable/apidocs/rdflib.html#module-rdflib.term> and <https://github.com/digitalbazaar/p...
/rdflib_pyld_compat-0.1.0-py3-none-any.whl/rdflib_pyld_compat/convert.py
0.730482
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convert.py
pypi
from rdflib import Graph, URIRef, Literal, BNode from pyld import jsonld __version__ = '0.0.1' def _rdflib_term_to_pyld_term(term): """Convert rdflib term to a PyLD term. See: <http://rdflib.readthedocs.io/en/stable/apidocs/rdflib.html#module-rdflib.term> and <https://github.com/digitalbazaar/p...
/rdflib_pyldmod_compat-0.1.2-py3-none-any.whl/rdflib_pyld_compat/convert.py
0.730482
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convert.py
pypi
from rdflib import BNode, Graph, Literal, URIRef, Variable from rdflib.graph import QuotedGraph from rdflib_sqlalchemy.constants import ( TERM_COMBINATIONS, TERM_INSTANTIATION_DICT, REVERSE_TERM_COMBINATIONS, ) __all__ = ["extract_triple"] SUBJECT = 0 PREDICATE = 1 OBJECT = 2 CONTEXT = 3 GRAPH_TERM_DIC...
/rdflib_sqlalchemy-0.5.4-py3-none-any.whl/rdflib_sqlalchemy/termutils.py
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termutils.py
pypi
from rdflib import Literal from rdflib.graph import Graph, QuotedGraph from rdflib.plugins.stores.regexmatching import REGEXTerm from sqlalchemy.sql import expression from rdflib_sqlalchemy.termutils import ( type_to_term_combination, statement_to_term_combination, ) class SQLGeneratorMixin(object): """S...
/rdflib_sqlalchemy-0.5.4-py3-none-any.whl/rdflib_sqlalchemy/base.py
0.629319
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base.py
pypi
from sqlalchemy import Column, Table, Index, types from rdflib_sqlalchemy.types import TermType MYSQL_MAX_INDEX_LENGTH = 200 TABLE_NAME_TEMPLATES = [ "{interned_id}_asserted_statements", "{interned_id}_literal_statements", "{interned_id}_namespace_binds", "{interned_id}_quoted_statements", "{int...
/rdflib_sqlalchemy-0.5.4-py3-none-any.whl/rdflib_sqlalchemy/tables.py
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tables.py
pypi
from rdflib.namespace import RDF from six import text_type from sqlalchemy.sql import expression, functions from rdflib_sqlalchemy.constants import ( ASSERTED_TYPE_PARTITION, ASSERTED_NON_TYPE_PARTITION, ASSERTED_LITERAL_PARTITION, QUOTED_PARTITION, CONTEXT_SELECT, COUNT_SELECT, FULL_TRIPLE...
/rdflib_sqlalchemy-0.5.4-py3-none-any.whl/rdflib_sqlalchemy/sql.py
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sql.py
pypi
import inspect import logging from pathlib import Path from typing import Optional, TYPE_CHECKING, Union from rdflib import Graph from rdflib.plugins.stores.memory import Memory from rdflib.store import NO_STORE, VALID_STORE if TYPE_CHECKING: from rdflib.term import Identifier __all__ = ["TriGDumpStore"] logger...
/rdflib_store_trigdump-1.0.0-py3-none-any.whl/rdflib_store_trigdump/__init__.py
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__init__.py
pypi
.. _type_hints: Type Hints ========== Type Hints ========== This document provides some details about the type hints for RDFLib. More information about type hints can be found `here <https://docs.python.org/3/library/typing.html>`_ Rationale for Type Hints ======================== Type hints are code annotations th...
/rdflib-6.3.2.tar.gz/rdflib-6.3.2/docs/type_hints.rst
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0.789193
type_hints.rst
pypi
.. _persisting_n3_terms: =========================== Persisting Notation 3 Terms =========================== Using N3 Syntax for Persistence ------------------------------- Blank Nodes, Literals, URI References, and Variables can be distinguished in persistence by relying on Notation 3 syntax convention. All URI Re...
/rdflib-6.3.2.tar.gz/rdflib-6.3.2/docs/persisting_n3_terms.rst
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persisting_n3_terms.rst
pypi
# Contributor Covenant Code of Conduct ## Our Pledge We as members, contributors, and leaders pledge to make participation in our community a harassment-free experience for everyone, regardless of age, body size, visible or invisible disability, ethnicity, sex characteristics, gender identity and expression, level of...
/rdflib-6.3.2.tar.gz/rdflib-6.3.2/docs/CODE_OF_CONDUCT.md
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0.65597
CODE_OF_CONDUCT.md
pypi
.. _rdf_terms: RDF terms in rdflib =================== RDF terms in rdflib =================== Terms are the kinds of objects that can appear in a RDFLib's graph's triples. Those that are part of core RDF concepts are: ``IRIs``, ``Blank Node`` and ``Literal``, the latter consisting of a literal value and either a ...
/rdflib-6.3.2.tar.gz/rdflib-6.3.2/docs/rdf_terms.rst
0.871816
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rdf_terms.rst
pypi
import http.client import logging import os import sys from typing import Optional from urllib.request import HTTPHandler, OpenerDirector, Request, install_opener from rdflib import Graph class SecuredHTTPHandler(HTTPHandler): """ A HTTP handler that blocks access to URLs that end with "blocked.jsonld". ...
/rdflib-6.3.2.tar.gz/rdflib-6.3.2/examples/secure_with_urlopen.py
0.636353
0.165965
secure_with_urlopen.py
pypi
import os.path from tempfile import TemporaryDirectory from rdflib import RDF, BNode, Graph, Literal from rdflib.namespace import DC, FOAF if __name__ == "__main__": store = Graph() # Bind a few prefix, namespace pairs for pretty output store.bind("dc", DC) store.bind("foaf", FOAF) # Create an i...
/rdflib-6.3.2.tar.gz/rdflib-6.3.2/examples/simple_example.py
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simple_example.py
pypi
import subprocess import threading import logging from io import StringIO import re from pathlib import Path from typing import List, Union, Optional, Mapping from packaging.version import Version, parse as parse_version from packaging.specifiers import SpecifierSet StrPath = Union[str, Path] from .rdfox_endpoint i...
/rdfox_runner-0.6.0-py3-none-any.whl/rdfox_runner/run_rdfox.py
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run_rdfox.py
pypi
# RDF Tools This package consists of a set of command-line tools that do interesting things with RDF and SPARQL. The functionality is provided by RDFLib, and while that provides a set of commands those provided here are somewhat more extensive and also based upon a common command framework that can be extended easily...
/rdftools-0.2.0a.tar.gz/rdftools-0.2.0/README.md
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README.md
pypi
from pyshacl import validate from rdflib import Graph import pygraphviz as pgv import pandas as pd import argparse, subprocess, json def load_file(file_path, graph_format="json-ld"): """ This function is to load a file with a given format as a RDF Graph object supported by RDFLib :param file_path: String....
/rdfvr-0.1.0-py3-none-any.whl/rdfvr.py
0.753104
0.356027
rdfvr.py
pypi
![](https://surroundaustralia.com/themes/custom/surround_australia/surround-logo-dark.svg) # rdfx A small Python utility to convert, merge, and read/persist RDF data in different formats, across different "persistence systems". ## How to Use The command line utility covers merge and conversion functionality, and si...
/rdfx-0.4.11.tar.gz/rdfx-0.4.11/README.md
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README.md
pypi
"""Invoke rdiff utility to make signatures, deltas, or patch""" from rdiff_backup import Globals, log, rpath, hash, librsync def get_signature(rp, blocksize=None): """Take signature of rpin file and return in file object""" if not blocksize: blocksize = _find_blocksize(rp.getsize()) log.Log("Gett...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiff_backup/Rdiff.py
0.551091
0.442576
Rdiff.py
pypi
"""Catch various exceptions given system call""" import errno import signal import zlib from . import librsync, C, rpath, Globals, log, connection # Those are the signals we want to catch because they relate to conditions # impacting only a single file, especially on remote file systems. # We list first only the POS...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiff_backup/robust.py
0.406626
0.266802
robust.py
pypi
"""Provide time related exceptions and functions""" import calendar import re import time from rdiff_backup import Globals curtime = curtimestr = None # compat200 _interval_conv_dict = { "s": 1, "m": 60, "h": 3600, "D": 86400, "W": 7 * 86400, "M": 30 * 86400, "Y": 365 * 86400 } _integer_...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiff_backup/Time.py
0.565899
0.363703
Time.py
pypi
import os from rdiff_backup import ( backup, Globals, Hardlink, hash, log, restore, robust, rorpiter, rpath ) # @API(RepoSide, 200, 200) class RepoSide(restore.MirrorStruct): """On the repository side, comparing is like restoring""" # @API(RepoSide.init_and_get_iter, 200, 200) @classmethod def in...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiff_backup/compare.py
0.672762
0.224034
compare.py
pypi
"""Convert an iterator to a file object and vice-versa""" import pickle import array from . import Globals, robust, rpath class IterFileException(Exception): pass class UnwrapFile: """Contains some basic methods for parsing a file containing an iter""" def __init__(self, file): self.file = fil...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiff_backup/iterfile.py
0.741861
0.436262
iterfile.py
pypi
import getopt import os import re import subprocess import sys from rdiff_backup import ( FilenameMapping, Globals, robust, rpath, Time, ) from rdiffbackup.utils import safestr begin_time = None # Parse statistics at or after this time... end_time = None # ... and at or before this time (epoch ...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiff_backup/run_stats.py
0.441673
0.172904
run_stats.py
pypi
"""Contains a file wrapper that returns a hash on close""" import hashlib from . import Globals class FileWrapper: """Wrapper around a file-like object Only use this with files that will be read through in a single pass and then closed. (There is no seek().) When you close it, return value will be...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiff_backup/hash.py
0.70477
0.551453
hash.py
pypi
import re import os from rdiff_backup import Globals, restore, log, rorpiter, rpath, C, \ Time, robust, longname from rdiffbackup import meta_mgr # regress_time should be set to the time we want to regress back to # (usually the time of the last successful backup) regress_time = None # This should be set to the l...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiff_backup/regress.py
0.53437
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regress.py
pypi
import collections from rdiff_backup import log class IndexedTuple(collections.UserList): """ Like a tuple, but has .index This is used by CollateIterators, and can be passed to the IterTreeReducer. """ def __init__(self, index, sequence): self.index = index self.data = tuple...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiff_backup/rorpiter.py
0.802091
0.40251
rorpiter.py
pypi
"""Provides functions and *ITR classes, for writing increment files""" import os from rdiff_backup import Globals, log, Rdiff, robust, rpath, statistics, Time def Increment(new, mirror, incpref, inc_time=None): """ Main file incrementing function, returns inc file created new is the file on the active p...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiff_backup/increment.py
0.502441
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increment.py
pypi
import os from rdiff_backup import log, Globals, rpath, Time, rorpiter from rdiffbackup.utils import plugins import rdiffbackup.meta class CombinedWriter: """ Used for writing all kind of metadata available """ def __init__(self, writers): self.writers = writers def write_object(self, ro...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiffbackup/meta_mgr.py
0.537041
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meta_mgr.py
pypi
import re import binascii from rdiff_backup import log, Globals, rpath from rdiffbackup import meta from rdiffbackup.utils import quoting class AttrExtractor(meta.FlatExtractor): """Iterate rorps from metadata file""" record_boundary_regexp = re.compile(b"(?:\\n|^)(File (.*?))\\n") line_parsing_regexp = r...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiffbackup/meta/stdattr.py
0.466116
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stdattr.py
pypi
import errno import re import os try: import posix1e except ImportError: pass from rdiff_backup import C, Globals, log, rorpiter from rdiffbackup import meta from rdiffbackup.utils import usrgrp from rdiffbackup.locations.map import owners as map_owners from . import ea # When an ACL gets dropped, put name in...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiffbackup/meta/acl_posix.py
0.523908
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acl_posix.py
pypi
import argparse try: from argparse import BooleanOptionalAction except ImportError: # pragma: no cover # the class exists only since Python 3.9 class BooleanOptionalAction(argparse.Action): """ Copy of the standard implementation in argparse Only introduced in Python 3.9, hence re...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiffbackup/utils/argopts.py
0.579876
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argopts.py
pypi
import argparse from rdiffbackup import actions, actions_mgr, arguments from rdiffbackup.utils.argopts import BooleanOptionalAction from rdiff_backup import Globals, log class CompleteAction(actions.BaseAction): """ Output possible options given the current command line state """ name = "complete" ...
/rdiff_backup-2.2.5-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl/rdiffbackup/actions/complete.py
0.653127
0.202996
complete.py
pypi
# AWS RDK [![pypibadge](https://static.pepy.tech/personalized-badge/rdk?period=total&units=international_system&left_color=black&right_color=blue&left_text=downloads)](https://pepy.tech/project/rdk) ![PyPI](https://img.shields.io/pypi/v/rdk) AWS Config Rules Development Kit We greatly appreciate feedback and bug rep...
/rdk-0.16.0-py3-none-any.whl/README.md
0.572125
0.77137
README.md
pypi
import re from typing import Callable class InferTypes: def __init__(self, module_name: str) -> None: self.module_name = module_name # Initialize needed imports set self.imports: set[str] = set() # Initialize replacement counter and dict self.repl_counter = 0 self...
/rdkit_doc_stubs-0.0.2-py3-none-any.whl/rdkit-stubs/install/infer.py
0.704567
0.405449
infer.py
pypi
from Bio.pairwise2 import align class Align: @staticmethod def convert_to_chinese( a: list[str], b: list[str] ) -> tuple[str, str, dict[str, str]]: """Converts two lists of strings to a list of Chinese characters where each unique string is represented by a unique character. Retur...
/rdkit_doc_stubs-0.0.2-py3-none-any.whl/rdkit-stubs/install/align.py
0.915419
0.551936
align.py
pypi
import re from .classes import * from .infer import InferTypes from .modules import BUILTIN_TYPES, MODULES PARAM_PATTERN = re.compile(r"^(\((.*?)\))?(.*?)(=(.*))?$") ATTRIBUTE_PATTERN = re.compile( r"^(.*?)(?:\s?(?:=|\r\n|\r|\n)\s?(.*)((?:(?:(?:\r\n|\r|\n)?)(?:.*))*))?$" ) FUNC_DEF_PATTERN = re.compile(r"(?:.*?\...
/rdkit_doc_stubs-0.0.2-py3-none-any.whl/rdkit-stubs/install/parse.py
0.625896
0.258031
parse.py
pypi
import os import pickle import requests from bs4 import BeautifulSoup from bs4.element import ResultSet, Tag from tqdm import tqdm # URL where the links of all RDKit modules are listed BASE_URL = "https://www.rdkit.org/docs/api-docs.html" # Base URL for the documentation of RDKit modules BASE_SOURCE = "https://www.r...
/rdkit_doc_stubs-0.0.2-py3-none-any.whl/rdkit-stubs/install/download.py
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download.py
pypi
import builtins # List of modules which do not to have to be imported BUILTIN_TYPES = ["None", "NoneType"] + [ k for k, v in builtins.__dict__.items() if isinstance(v, type) ] ## HARD CODED # List of modules and their corresponding parent modules MODULES = { "_io": None, "Boost.Python": None, "sqlalch...
/rdkit_doc_stubs-0.0.2-py3-none-any.whl/rdkit-stubs/install/modules.py
0.52342
0.470676
modules.py
pypi
import re from typing import Callable from bs4 import BeautifulSoup, Tag from .classes import * DOCSTRING_PATTERN: Callable[[str], str] = ( lambda x: r"(" + x + r"\(.*\)(?:\s*->\s*(.*?))?\s*:(?!:))" ) class Find: """Collection of functions to find elements in the HTML tree of the RDKit documentation""" ...
/rdkit_doc_stubs-0.0.2-py3-none-any.whl/rdkit-stubs/install/find.py
0.682785
0.310786
find.py
pypi
from .classes import * from .utils import shift # Indentation: 4 spaces PAD = " " def unparse_param(self: FoundParam): # : type or "" type = f": {self.type}" if self.type else "" # = default or "" default = f" = {self.default}" if self.default else "" # name: type = default return f...
/rdkit_doc_stubs-0.0.2-py3-none-any.whl/rdkit-stubs/install/unparse.py
0.505615
0.205018
unparse.py
pypi
# Substructure filters for hit triaging For hit finding or in the work-up of a hit list it is important to consider high-quality hits and prevent further exploration of false positives. One major source of false positive are frequent hitters which can be defined as compound samples, which show up repeatedly as “active...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Contrib/NIBRSubstructureFilters/README.md
0.844922
0.838018
README.md
pypi
import os, re, gzip, json, requests, sys, optparse, csv from rdkit import Chem from rdkit.Chem import AllChem from rdkit.Chem import SDWriter from rdkit.Chem import Descriptors from rdkit.ML.Descriptors import MoleculeDescriptors from scipy import interp from scipy import stats from sklearn import cross_validation fro...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Contrib/pzc/p_con.py
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p_con.py
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from rdkit import Chem from rdkit.Chem import rdFMCS import numpy as np def CalcLigRMSD(lig1, lig2, rename_lig2 = True, output_filename="tmp.pdb"): """ Calculate the Root-mean-square deviation (RMSD) between two prealigned ligands, even when atom names between the two ligands are not matching. The sy...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Contrib/CalcLigRMSD/CalcLigRMSD.py
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CalcLigRMSD.py
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import re import numpy class ReFile: """convenience class for dealing with files with comments blank (all whitespace) lines, and lines beginning with comment characters are skipped. anything following a comment character on a line is stripped off """ def readline(self): """ read the next line an...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/files.py
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files.py
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from rdkit.DataStructs.TopNContainer import TopNContainer class KNNModel(object): """ This is a base class used by KNNClassificationModel and KNNRegressionModel to represent a k-nearest neighbor predictor. In general one of this child classes needs to be instantiated. _KNNModel_s can save the following piece...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/KNN/KNNModel.py
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KNNModel.py
pypi
from rdkit.ML.Data import SplitData from rdkit.ML.KNN import DistFunctions from rdkit.ML.KNN.KNNClassificationModel import KNNClassificationModel from rdkit.ML.KNN.KNNRegressionModel import KNNRegressionModel def makeClassificationModel(numNeigh, attrs, distFunc): return KNNClassificationModel(numNeigh, attrs, dist...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/KNN/CrossValidate.py
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CrossValidate.py
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import numpy from rdkit.ML.DecTree import DecTree from rdkit.ML.InfoTheory import entropy def CalcTotalEntropy(examples, nPossibleVals): """ Calculates the total entropy of the data set (w.r.t. the results) **Arguments** - examples: a list (nInstances long) of lists of variable values + instance ...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/DecTree/ID3.py
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ID3.py
pypi
import numpy from rdkit import RDRandom as random from rdkit.ML.DecTree import QuantTree, ID3 from rdkit.ML.InfoTheory import entropy from rdkit.ML.Data import Quantize def FindBest(resCodes, examples, nBoundsPerVar, nPossibleRes, nPossibleVals, attrs, exIndices=None, **kwargs): bestGain = -1e6 b...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/DecTree/BuildQuantTree.py
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BuildQuantTree.py
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import numpy from rdkit.ML.DecTree import CrossValidate, PruneTree import pickle class Forest(object): """a forest of unique decision trees. adding an existing tree just results in its count field being incremented and the errors being averaged. typical usage: 1) grow the forest with AddTr...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/DecTree/Forest.py
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Forest.py
pypi
import copy import random import numpy from rdkit.DataStructs.VectCollection import VectCollection from rdkit.ML import InfoTheory from rdkit.ML.DecTree import SigTree try: from rdkit.ML.FeatureSelect import CMIM except ImportError: CMIM = None def _GenerateRandomEnsemble(nToInclude, nBits): """ Generates a...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/DecTree/BuildSigTree.py
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BuildSigTree.py
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from rdkit.ML.DecTree import Tree class DecTreeNode(Tree.TreeNode): """ This is used to represent decision trees _DecTreeNode_s are simultaneously the roots and branches of decision trees. Everything is nice and recursive. _DecTreeNode_s can save the following pieces of internal state, accessible via ...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/DecTree/DecTree.py
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DecTree.py
pypi
from rdkit.ML.DecTree import DecTree, Tree class QuantTreeNode(DecTree.DecTreeNode): """ """ def __init__(self, *args, **kwargs): DecTree.DecTreeNode.__init__(self, *args, **kwargs) self.qBounds = [] self.nBounds = 0 def ClassifyExample(self, example, appendExamples=0): """ Recursively clas...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/DecTree/QuantTree.py
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QuantTree.py
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import pickle # FIX: the TreeNode class has not been updated to new-style classes # (RD Issue380) because that would break all of our legacy pickled # data. Until a solution is found for this breakage, an update is # impossible. class TreeNode: """ This is your bog standard Tree class. the root of the tree is j...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/DecTree/Tree.py
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Tree.py
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import numpy from rdkit.ML.Data import SplitData from rdkit.ML.DecTree import ID3 from rdkit.ML.DecTree import randomtest def ChooseOptimalRoot(examples, trainExamples, testExamples, attrs, nPossibleVals, treeBuilder, nQuantBounds=[], **kwargs): """ loops through all possible tree roots and c...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/DecTree/CrossValidate.py
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CrossValidate.py
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import numpy import random from rdkit.ML.Neural import NetNode, ActFuncs # FIX: this class has not been updated to new-style classes # (RD Issue380) because that would break all of our legacy pickled # data. Until a solution is found for this breakage, an update is # impossible. class Network: """ a neural network...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Neural/Network.py
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Network.py
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import numpy from . import ActFuncs # FIX: this class has not been updated to new-style classes # (RD Issue380) because that would break all of our legacy pickled # data. Until a solution is found for this breakage, an update is # impossible. class NetNode: """ a node in a neural network """ def Eval(self, va...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Neural/NetNode.py
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NetNode.py
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from rdkit.ML.Neural import Network, Trainers from rdkit.ML.Data import SplitData import math def CrossValidate(net, testExamples, tolerance, appendExamples=0): """ Determines the classification error for the testExamples **Arguments** - tree: a decision tree (or anything supporting a _ClassifyExample()_...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Neural/CrossValidate.py
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CrossValidate.py
pypi
from rdkit.ML.Data import SplitData from rdkit.ML.NaiveBayes.ClassificationModel import NaiveBayesClassifier try: from rdkit.ML.FeatureSelect import CMIM except ImportError: CMIM = None def makeNBClassificationModel(trainExamples, attrs, nPossibleValues, nQuantBounds, mEstimateVal=-...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/NaiveBayes/CrossValidate.py
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CrossValidate.py
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import numpy import pickle from rdkit.ML.Data import DataUtils class Composite(object): """a composite model **Notes** - adding a model which is already present just results in its count field being incremented and the errors being averaged. - typical usage: 1) grow the composite with...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Composite/Composite.py
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Composite.py
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import numpy from rdkit.ML.Composite import Composite class BayesComposite(Composite.Composite): """a composite model using Bayesian statistics in the Decision Proxy **Notes** - typical usage: 1) grow the composite with AddModel until happy with it 2) call AverageErrors to calculate the ...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Composite/BayesComposite.py
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BayesComposite.py
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import copy import math import numpy numericTypes = (int, float) class MLDataSet(object): """ A data set for holding general data (floats, ints, and strings) **Note** this is intended to be a read-only data structure (i.e. after calling the constructor you cannot touch it) """ def ...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Data/MLData.py
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MLData.py
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import numpy from rdkit.ML.Cluster import Clusters try: from rdkit.ML.Cluster.Clustering import MurtaghCluster, MurtaghDistCluster except ImportError: MurtaghCluster = None MurtaghDistCluster = None # constants to select the clustering algorithm WARDS = 1 SLINK = 2 CLINK = 3 UPGMA = 4 MCQUITTY = 5 GOWER =...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Cluster/Murtagh.py
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Murtagh.py
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try: from rdkit.sping import pid piddle = pid except ImportError: from rdkit.piddle import piddle import numpy from . import ClusterUtils class VisOpts(object): """ stores visualization options for cluster viewing **Instance variables** - x/yOffset: amount by which the drawing is offset from the ...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Cluster/ClusterVis.py
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ClusterVis.py
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import numpy from rdkit import RDLogger logger = RDLogger.logger() def EuclideanDist(pi, pj): dv = numpy.array(pi) - numpy.array(pj) return numpy.sqrt(dv * dv) def ClusterData(data, nPts, distThresh, isDistData=False, distFunc=EuclideanDist, reordering=False): """ clusters the data points passed in and retur...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Cluster/Butina.py
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Butina.py
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def GetNodeList(cluster): """returns an ordered list of all nodes below cluster the ordering is done using the lengths of the child nodes **Arguments** - cluster: the cluster in question **Returns** - a list of the leaves below this cluster """ if len(cluster) == 1: return [cluster] ...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Cluster/ClusterUtils.py
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ClusterUtils.py
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import numpy def EuclideanDistance(inData): """returns the euclidean metricMat between the points in _inData_ **Arguments** - inData: a Numeric array of data points **Returns** a Numeric array with the metric matrix. See the module documentation for the format. """ nObjs = len(...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Cluster/Resemblance.py
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Resemblance.py
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def cmp(t1, t2): return (t1 < t2) * -1 or (t1 > t2) * 1 CMPTOL = 1e-6 class Cluster(object): """a class for storing clusters/data **General Remarks** - It is assumed that the bottom of any cluster hierarchy tree is composed of the individual data points which were clustered. ...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Cluster/Clusters.py
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Clusters.py
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from rdkit import DataStructs from rdkit.SimDivFilters import rdSimDivPickers as rdsimdiv if rdsimdiv is None: raise ImportError('rdSimDivPickers not built') class BitClusterer(object): """ Class to cluster a set of bits based on their correllation The correlation matrix is first built using by reading the...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/InfoTheory/BitClusterer.py
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BitClusterer.py
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import numpy from rdkit.ML.InfoTheory import entropy def FormCounts(bitVects, actVals, whichBit, nPossibleActs, nPossibleBitVals=2): """ generates the counts matrix for a particular bit **Arguments** - bitVects: a *sequence* containing *IntVectors* - actVals: a *sequence* - whichBit: an integer, ...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/InfoTheory/BitRank.py
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BitRank.py
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from PIL import Image, ImageDraw import numpy def CollectVotes(composite, data, badOnly): """ collects the votes from _composite_ for the examples in _data_ **Arguments** - composite: a composite model - data: a list of examples to run through _composite_ - badOnly: if set only bad (miscla...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/MLUtils/VoteImg.py
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VoteImg.py
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import math def log2(x): return math.log(x) / math.log(2.) def BurgesRiskBound(VCDim, nData, nWrong, conf): """ Calculates Burges's formulation of the risk bound The formulation is from Eqn. 3 of Burges's review article "A Tutorial on Support Vector Machines for Pattern Recognition" In _Data Minin...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/SLT/Risk.py
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Risk.py
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import re from rdkit.Chem import Descriptors as DescriptorsMod from rdkit.ML.Descriptors import Descriptors from rdkit.RDLogger import logger import pickle logger = logger() class MolecularDescriptorCalculator(Descriptors.DescriptorCalculator): """ used for calculating descriptors for molecules """ def __in...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Descriptors/MoleculeDescriptors.py
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MoleculeDescriptors.py
pypi
# The wildcard import is required to make functions available for the eval statement from math import * from rdkit import RDConfig __DEBUG = False # we do this to allow the use of stuff in the math module # ---------------------- # atomic descriptor section # ---------------------- # these are the methods which can...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Descriptors/Parser.py
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Parser.py
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from rdkit import RDConfig from rdkit.ML.Descriptors import Parser, Descriptors from rdkit.utils import chemutils # the list of possible ways to count valence electrons that we know countOptions = [('NVAL', 'total number of valence electrons'), ('NVAL_NO_FULL_F', 'number of valence electrons neglecting...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/Descriptors/CompoundDescriptors.py
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CompoundDescriptors.py
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class DescriptorCalculationError(Exception): """ used to signal problems generating descriptor values """ pass class ClassificationError(Exception): """ used to signal problems generating predictions """ pass class ModelPackage(object): """ a container class to package a composite model with a descripto...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/ML/ModelPackage/Packager.py
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Packager.py
pypi
import sys from rdkit import RDConfig from rdkit.Dbase import DbModule sqlTextTypes = DbModule.sqlTextTypes sqlIntTypes = DbModule.sqlIntTypes sqlFloatTypes = DbModule.sqlFloatTypes sqlBinTypes = DbModule.sqlBinTypes def GetDbNames(user='sysdba', password='masterkey', dirName='.', dBase='::template1', cn=None): ...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Dbase/DbInfo.py
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DbInfo.py
pypi
import sys from rdkit.Dbase import DbInfo from rdkit.Dbase import DbModule from rdkit.Dbase.DbResultSet import DbResultSet, RandomAccessDbResultSet from io import StringIO def _take(fromL, what): """ Given a list fromL, returns an iterator of the elements specified using their indices in the list what """ ...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Dbase/DbUtils.py
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DbUtils.py
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from rdkit.Dbase import DbUtils, DbInfo, DbModule class DbError(RuntimeError): pass class DbConnect(object): """ This class is intended to abstract away many of the details of interacting with databases. It includes some GUI functionality """ def __init__(self, dbName='', tableName='', user='sys...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Dbase/DbConnection.py
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DbConnection.py
pypi
INCHI_AVAILABLE = True import logging from rdkit.Chem import rdinchi from rdkit import RDLogger logger = RDLogger.logger() logLevelToLogFunctionLookup = { logging.INFO: logger.info, logging.DEBUG: logger.debug, logging.WARNING: logger.warning, logging.CRITICAL: logger.critical, logging.ERROR: logger.error...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Chem/inchi.py
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inchi.py
pypi
import enum import hashlib import json import logging import re from typing import Iterable from typing import Optional from rdkit import Chem from rdkit.Chem import rdMolHash ATOM_PROP_MAP_NUMBER = 'molAtomMapNumber' logger = logging.getLogger(__name__) DEFAULT_CXFLAG = Chem.CXSmilesFields.CX_ATOM_LABELS | Chem.CX...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Chem/RegistrationHash.py
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RegistrationHash.py
pypi
import os import sys import numpy from rdkit import RDConfig from rdkit.Chem import FragmentCatalog from rdkit.Dbase.DbConnection import DbConnect from rdkit.ML import InfoTheory import pickle def message(msg, dest=sys.stdout): dest.write(msg) def BuildCatalog(suppl, maxPts=-1, groupFileName=None, minPath=2,...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Chem/BuildFragmentCatalog.py
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BuildFragmentCatalog.py
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import itertools from rdkit import Chem # These are SMARTS patterns for the special cases used in SATIS typing. aldehydePatt = Chem.MolFromSmarts('[CD2]=[OD1]') ketonePatt = Chem.MolFromSmarts('[CD3]=[OD1]') amidePatt = Chem.MolFromSmarts('[CD3](=[OD1])-[#7]') esterPatt = Chem.MolFromSmarts('C(=[OD1])-O-[#6]') carbo...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Chem/SATIS.py
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SATIS.py
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from rdkit.Chem import rdMolDescriptors if hasattr(rdMolDescriptors, 'CalcPMI1'): PMI1 = lambda *x, **y: rdMolDescriptors.CalcPMI1(*x, **y) PMI1.version = rdMolDescriptors._CalcPMI1_version PMI1.__doc__ = """ First (smallest) principal moment of inertia **Arguments** - inMol: a molecule - co...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Chem/Descriptors3D.py
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Descriptors3D.py
pypi
import collections from rdkit import Chem from rdkit.Chem import AllChem def GetHeterocycleReactionSmarts(): """ Return a list of the individual patterns for mutating individual atoms in aromatic rings to generate a new aromatic ring. The elements are collections.namedtuple objects with the following ...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Chem/EnumerateHeterocycles.py
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EnumerateHeterocycles.py
pypi
import bisect import numpy from rdkit.Chem.EState.EState import EStateIndices as EStateIndices_ from rdkit.Chem.MolSurf import _LabuteHelper as VSAContribs_ """ These default VSA bins were chosen using the PP3K solubility data set. An arbitrary number of bins were selected and the boundaries were selected to give a...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Chem/EState/EState_VSA.py
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EState_VSA.py
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import numpy from rdkit import Chem def GetPrincipleQuantumNumber(atNum): """ Get principal quantum number for atom number """ if atNum <= 2: return 1 if atNum <= 10: return 2 if atNum <= 18: return 3 if atNum <= 36: return 4 if atNum <= 54: return 5 if atNum <= 86: return 6 re...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Chem/EState/EState.py
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EState.py
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from rdkit.Chem.Pharm2D import SigFactory, Matcher raise NotImplementedError('not finished yet') class Generator(object): """ Important attributes: - mol: the molecules whose signature is being worked with - sigFactory : the SigFactory object with signature parameters NOTE: no preprocessing ...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Chem/Pharm2D/LazyGenerator.py
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LazyGenerator.py
pypi
from rdkit.Chem.FeatMaps.FeatMapPoint import FeatMapPoint import math class FeatMapScoreMode(object): All = 0 """ score each feature in the probe against every matching feature in the FeatMap. """ Closest = 1 """ score each feature in the probe against the closest matching feature in the FeatMa...
/rdkit_pypi-2023.3.1b1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl/rdkit/Chem/FeatMaps/FeatMaps.py
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FeatMaps.py
pypi