simpletree3


Namesimpletree3 JSON
Version 1.1.0 PyPI version JSON
download
home_pageNone
SummaryA simple tree structure and associated search/iteration tools for python 3.4+. If found, uses cython for compilation.
upload_time2024-12-22 06:45:23
maintainerNone
docs_urlNone
authorarcombe012
requires_python>=3.4
licenseApache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. "License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. "Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. "Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. "You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License. "Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files. "Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types. "Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below). "Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof. "Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution." "Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work. 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form. 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed. 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions: (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and (b) You must cause any modified files to carry prominent notices stating that You changed the files; and (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and (d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License. You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License. 5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions. 6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file. 7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License. 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages. 9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS APPENDIX: How to apply the Apache License to your work. To apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets "[]" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same "printed page" as the copyright notice for easier identification within third-party archives. Copyright [yyyy] [name of copyright owner] Licensed 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.
keywords tree tree structure python3 tree class
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI
coveralls test coverage No coveralls.
            Simpletree3 module
==================

Offers classes implementing basic tree-like
functionality, as well as iterators for walking
the trees and node search functionality. Requires Python3.4 or later.
Cython compilation is performed if cython is installed.

The design goal is to provide a basic class implementing the
essential tree structure and functionality. Practical applications will
want to inherit from one of the provided classes
in order to provide custom functionality. Tree walking
algorithms are implemented as generators, in order to
minimize the use of temporary objects and focus on
speed and efficiency.

Classes
-------

Two classes are provided: *SimpleNode* and
*FlexibleNode*.

SimpleNode
^^^^^^^^^^

This is the base class that provides the
tree node functionality by connecting
parents to children. Additional functionality
can be added by deriving from *SimpleNode*.

Each node is identified by a *key* parameter
of an arbitrary hashable type. Node keys must be unique
among the direct children of a node, since node
children are held in a dict using the key attribute as
dictionary keys (hence the hashable requirement).

Connections with nodes up and down the tree are
accessed through the parent and children properties
(children offers an iterator for the child nodes,
sorted by node key).
The root node of a tree is the node with parent
equal to None. Setting the parent of a node
checks that no loops are inserted and adds
the current node to the parent's children (if needed).
Deleting a parent sets it to None and removes
the node from the parent's children.

Some additional convenience properties are defined -
siblings, ancestors, depth, height - as well as
methods for adding and removing child nodes.

FlexibleNode
^^^^^^^^^^^^
This is a convenience class that add hooks to
setting and deleting a parent. The motivation for
providing it is that currently Python does not
offer a simple syntax for calling a base class
property from a derived class when that property is
overriden, so by inheriting from *FlexibleNode*
instead of *SimpleNode* one only has to override
the hooks to perform any desired operations.
Adding and deleting children can be
directly overriden, since they are not implemented
as properties. The design decision of having the
hook functionality implemented in a separate class
allows one to choose the trade-off between
speed and flexibility of tree building
(important for very large trees).


Iterators
---------

The module implements preorder, postorder, level
and leaf iterators. Each comes in two flavors - a simple
one, iterating through all nodes, and a filtered
one, where specific nodes can be selected
and/or specific subtrees can be ignored.

Search functionality
--------------------

The simplest search is done using a preorder iteration
procedure that yields nodes with the specified key.
A separate find function returns the first node matching
that key.

A common use case when building trees is that
subsequent nodes are added in a subtree containing the last
inserted node. To optimize for this case, a separate
search procedure is implemented, which walks up the
tree from the start node and searches for the
specified key in the subtree rooted in each ancestor.

            

Raw data

            {
    "_id": null,
    "home_page": null,
    "name": "simpletree3",
    "maintainer": null,
    "docs_url": null,
    "requires_python": ">=3.4",
    "maintainer_email": null,
    "keywords": "tree, tree structure, python3 tree class",
    "author": "arcombe012",
    "author_email": null,
    "download_url": "https://files.pythonhosted.org/packages/bc/75/a182ca97a60ebafd4a3d1281260ce0efd43bb2ac7bc671895179c91b977b/simpletree3-1.1.0.tar.gz",
    "platform": null,
    "description": "Simpletree3 module\n==================\n\nOffers classes implementing basic tree-like\nfunctionality, as well as iterators for walking\nthe trees and node search functionality. Requires Python3.4 or later.\nCython compilation is performed if cython is installed.\n\nThe design goal is to provide a basic class implementing the\nessential tree structure and functionality. Practical applications will\nwant to inherit from one of the provided classes\nin order to provide custom functionality. Tree walking\nalgorithms are implemented as generators, in order to\nminimize the use of temporary objects and focus on\nspeed and efficiency.\n\nClasses\n-------\n\nTwo classes are provided: *SimpleNode* and\n*FlexibleNode*.\n\nSimpleNode\n^^^^^^^^^^\n\nThis is the base class that provides the\ntree node functionality by connecting\nparents to children. Additional functionality\ncan be added by deriving from *SimpleNode*.\n\nEach node is identified by a *key* parameter\nof an arbitrary hashable type. Node keys must be unique\namong the direct children of a node, since node\nchildren are held in a dict using the key attribute as\ndictionary keys (hence the hashable requirement).\n\nConnections with nodes up and down the tree are\naccessed through the parent and children properties\n(children offers an iterator for the child nodes,\nsorted by node key).\nThe root node of a tree is the node with parent\nequal to None. Setting the parent of a node\nchecks that no loops are inserted and adds\nthe current node to the parent's children (if needed).\nDeleting a parent sets it to None and removes\nthe node from the parent's children.\n\nSome additional convenience properties are defined -\nsiblings, ancestors, depth, height - as well as\nmethods for adding and removing child nodes.\n\nFlexibleNode\n^^^^^^^^^^^^\nThis is a convenience class that add hooks to\nsetting and deleting a parent. The motivation for\nproviding it is that currently Python does not\noffer a simple syntax for calling a base class\nproperty from a derived class when that property is\noverriden, so by inheriting from *FlexibleNode*\ninstead of *SimpleNode* one only has to override\nthe hooks to perform any desired operations.\nAdding and deleting children can be\ndirectly overriden, since they are not implemented\nas properties. The design decision of having the\nhook functionality implemented in a separate class\nallows one to choose the trade-off between\nspeed and flexibility of tree building\n(important for very large trees).\n\n\nIterators\n---------\n\nThe module implements preorder, postorder, level\nand leaf iterators. Each comes in two flavors - a simple\none, iterating through all nodes, and a filtered\none, where specific nodes can be selected\nand/or specific subtrees can be ignored.\n\nSearch functionality\n--------------------\n\nThe simplest search is done using a preorder iteration\nprocedure that yields nodes with the specified key.\nA separate find function returns the first node matching\nthat key.\n\nA common use case when building trees is that\nsubsequent nodes are added in a subtree containing the last\ninserted node. To optimize for this case, a separate\nsearch procedure is implemented, which walks up the\ntree from the start node and searches for the\nspecified key in the subtree rooted in each ancestor.\n",
    "bugtrack_url": null,
    "license": "Apache License Version 2.0, January 2004 http://www.apache.org/licenses/  TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION  1. Definitions.  \"License\" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.  \"Licensor\" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.  \"Legal Entity\" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, \"control\" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.  \"You\" (or \"Your\") shall mean an individual or Legal Entity exercising permissions granted by this License.  \"Source\" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.  \"Object\" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.  \"Work\" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).  \"Derivative Works\" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.  \"Contribution\" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, \"submitted\" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as \"Not a Contribution.\"  \"Contributor\" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.  2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.  3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.  4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:  (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and  (b) You must cause any modified files to carry prominent notices stating that You changed the files; and  (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and  (d) If the Work includes a \"NOTICE\" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.  You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.  5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.  6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.  7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.  8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.  9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability.  END OF TERMS AND CONDITIONS  APPENDIX: How to apply the Apache License to your work.  To apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets \"[]\" replaced with your own identifying information. (Don't include the brackets!)  The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same \"printed page\" as the copyright notice for easier identification within third-party archives.  Copyright [yyyy] [name of copyright owner]  Licensed 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. ",
    "summary": "A simple tree structure and associated search/iteration tools for python 3.4+. If found, uses cython for compilation.",
    "version": "1.1.0",
    "project_urls": {
        "source": "https://github.com/arcombe012/simpletree3.git"
    },
    "split_keywords": [
        "tree",
        " tree structure",
        " python3 tree class"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "93e1e1661a30edc826f70726b764b974b847e84df310fb30f4bdbce2e4468bee",
                "md5": "7193d3458b1de6dfc25026da86e954da",
                "sha256": "d12fc84a90f64af1232f12eb7429fe4ad3176efc73fe81e0eb0a0a4547de307e"
            },
            "downloads": -1,
            "filename": "simpletree3-1.1.0-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "7193d3458b1de6dfc25026da86e954da",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": ">=3.4",
            "size": 15225,
            "upload_time": "2024-12-22T06:45:20",
            "upload_time_iso_8601": "2024-12-22T06:45:20.722471Z",
            "url": "https://files.pythonhosted.org/packages/93/e1/e1661a30edc826f70726b764b974b847e84df310fb30f4bdbce2e4468bee/simpletree3-1.1.0-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "bc75a182ca97a60ebafd4a3d1281260ce0efd43bb2ac7bc671895179c91b977b",
                "md5": "9fa4096e35640711b528fbada707abbe",
                "sha256": "74b8cab015fa73cf2a844d572f65521193a0d266fbee05a054c2ca91985d2d58"
            },
            "downloads": -1,
            "filename": "simpletree3-1.1.0.tar.gz",
            "has_sig": false,
            "md5_digest": "9fa4096e35640711b528fbada707abbe",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.4",
            "size": 19880,
            "upload_time": "2024-12-22T06:45:23",
            "upload_time_iso_8601": "2024-12-22T06:45:23.181963Z",
            "url": "https://files.pythonhosted.org/packages/bc/75/a182ca97a60ebafd4a3d1281260ce0efd43bb2ac7bc671895179c91b977b/simpletree3-1.1.0.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2024-12-22 06:45:23",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "github_user": "arcombe012",
    "github_project": "simpletree3",
    "travis_ci": true,
    "coveralls": false,
    "github_actions": false,
    "requirements": [],
    "lcname": "simpletree3"
}
        
Elapsed time: 1.27934s