refactor Mapper.compose to tree traversal dual, add collate cache to CO3 base, add Mapper.collect safety checks

This commit is contained in:
Sam G. 2024-05-04 21:01:23 -07:00
parent 7b9814006f
commit 0d394c9bec
48 changed files with 160 additions and 5773 deletions

View File

@ -95,14 +95,14 @@ class SQLAccessor(RelationalAccessor[SQLTable]):
def raw_select(
self,
connection,
sql,
sql: str,
bind_params=None,
mappings=False,
include_cols=False,
):
res = SQLEngine.execute(
connection,
sql,
sa.text(sql),
bind_params=bind_params,
include_cols=include_cols
)

View File

@ -19,6 +19,61 @@ Generic collation syntax:
def key(self):
# key-specific logic
...
.. admonition:: On multi-key attachment
One possible quirk of the current collation registry scheme is the rather black and
white nature of key attachment. You either specify a single key, possibly to several
groups, or allow any key via passthrough under an implicit group. There's no explicit
"multi-key" pattern to make use of here, be it through "restricted passthrough"
(method still parameterized by the key, but only allows keys from a provided list) or
just simple duplicated attachment. To demonstrate via the above example:
.. code-block:: python
class Type(CO3):
@collate(['key1', 'key2'], groups=['group1', 'group2'])
def keys(self, key):
# accept key as arg, but can only be 'key1' or 'key2'
...
This could be integrated straightforwardly in the existing registration handler, but
for the time being, it muddies the waters too much for the convenience it provides.
For starters, this isn't an all too common pattern, and you possibly open up a
slippery slope of the allowed key spec for a given method (wildcards/regex patterns?
combinatorial O(nm) key (n) group (m) pairs to register?). It can also be handled in a
few very simple ways if needed, either via full passthrough with an internal check:
.. code-block:: python
@collate(groups=['group1', 'group2'])
def keys(self, key):
if key not in ['key1', 'key2']:
return None
...
or with a central handler and separate collation points (at least when the key list is
small):
.. code-block:: python
def _handle_supported_keys(self, key):
# expects only supported keys, e.g., 'key1' and 'key2'
...
@collate('key1')
def key1(self):
self._handle_supported_keys('key1')
@collate('key2')
def key2(self):
self._handle_supported_keys('key2')
The former scales better and allows general key rejection patterns if needed, while
the latter integrates a bit better with the formal collation process, e.g., will
throw ``ValueErrors`` based on key mismatches automatically.
'''
import inspect
import logging
@ -182,9 +237,7 @@ class FormatRegistryMeta(type):
class CO3(metaclass=FormatRegistryMeta):
'''
Conversion & DB insertion base class
CO3: COllate, COllect, COmpose
Base class supporting the central "COllate, COllect, COmpose" paradigm.
- Collate: organize and transform conversion outputs, possibly across class components
- Collect: gather core attributes, conversion data, and subcomponents for DB insertion
@ -202,7 +255,16 @@ class CO3(metaclass=FormatRegistryMeta):
becomes particularly critical to ensure registered ``collate`` methods really are
just "gathering results" from possibly heavy-duty operations, rather than
performing them when called, so as to reduce wasted computation.
.. admonition:: New: collation caching
To help facilitate the common pattern of storing collation results, a
``collate_cache`` parameter has been added to store key-group indexed collation
results. (Note: now requires explicit superclass instantiation.)
'''
def __init__(self):
self._collate_cache = {}
@property
def attributes(self):
'''
@ -233,7 +295,13 @@ class CO3(metaclass=FormatRegistryMeta):
'''
return {}
def collate(self, key, group=None, *args, **kwargs):
def collate(
self,
key,
group = None,
args : list | None = None,
kwargs : dict | None = None,
):
'''
Note:
This method is sensitive to group specification. By default, the provided key
@ -245,6 +313,12 @@ class CO3(metaclass=FormatRegistryMeta):
if key is None:
return None
if args is None: args = []
if kwargs is None: kwargs = {}
if (key, group) in self._collate_cache:
return self._collate_cache[(key, group)]
if key not in self.key_registry:
# keys can't match implicit group if that group isn't explicitly provided
if group is None:
@ -260,7 +334,7 @@ class CO3(metaclass=FormatRegistryMeta):
)
return None
return method(self, key, *args, **kwargs)
result = method(self, key, *args, **kwargs)
else:
method = self.key_registry[key].get(group)
if method is None:
@ -269,6 +343,10 @@ class CO3(metaclass=FormatRegistryMeta):
)
return None
return method(self, *args, **kwargs)
result = method(self, *args, **kwargs)
self._collate_cache[(key, group)] = result
return result

View File

@ -107,7 +107,7 @@ class SQLTable(Relation[SQLTableLike]):
def compose(self, _with: Self, on, outer=False):
return self.__class__(
f'{self.name}+{_with.name}',
f'<{self.name}>+<{_with.name}>',
self.obj.join(_with.obj, on, isouter=outer)
)

View File

@ -119,6 +119,9 @@ class Database[C: Component]:
self._local_cache = {}
self._reset_cache = False
def raw_query(self, connection, query):
raise NotImplementedError
def select(self, component: C, *args, **kwargs):
'''
.. admonition:: Dev note

View File

@ -1,3 +1,5 @@
import sqlalchemy as sa
from co3.database import Database, Engine
from co3.accessors.sql import RelationalAccessor, SQLAccessor
@ -23,6 +25,12 @@ class SQLDatabase[C: SQLTable](RelationalDatabase[C]):
_manager_cls = SQLManager
_engine_cls = SQLEngine
def raw_query(self, connection, query):
return SQLEngine.execute(
connection,
sa.text(query)
)
class SQLiteDatabase(SQLDatabase[SQLTable]):
pass

View File

@ -75,7 +75,7 @@ class SQLManager(RelationalManager[SQLTable]):
'''
def __init__(self, *args, **kwargs):
'''
The insert lock is a _reentrant lock_, meaning the same thread can acquire the
The insert lock is a *reentrant lock*, meaning the same thread can acquire the
lock again without deadlocking (simplifying across methods of this class that
need it).
'''
@ -132,7 +132,8 @@ class SQLManager(RelationalManager[SQLTable]):
def insert_many(self, connection, inserts: dict):
'''
Perform provided table inserts.
Perform provided table inserts, aligning the insert format of
``Collector.collect_inserts()``.
Parameters:
inserts: component-indexed dictionary of insert lists

View File

@ -31,6 +31,7 @@ Example:
registration open to various types, not just those part of the same hierarchy.
'''
import logging
from inspect import signature
from typing import Callable, Any
from collections import defaultdict
@ -230,6 +231,8 @@ class Mapper[C: Component]:
if key is None:
continue
logger.debug(f'Collecting for key "{key}"')
# if groups not specified, dynamically grab those explicitly attached groups
# for each key
group_dict = {}
@ -244,17 +247,28 @@ class Mapper[C: Component]:
for group_name, group_method in group_dict.items():
method_groups[group_method].append(group_name)
logger.debug(f'Equivalence classes: "{list(method_groups.values())}"')
# collate for method equivalence classes; only need on representative group to
# pass to CO3.collate to call the method
key_collation_data = {}
for collation_method, collation_groups in method_groups.items():
key_method_collation_data = obj.collate(key, group=collation_groups[0])
if key_method_collation_data is None:
logger.debug(
f'Equivalence class "{collation_groups}" yielded no data, skipping'
)
continue
for collation_group in collation_groups:
# gather connective data for collation components
# -> we do this here as it's obj dependent
connective_data = obj.collation_attributes(key, collation_group)
if connective_data is None:
connective_data = {}
key_collation_data[collation_group] = {
**connective_data,
**key_method_collation_data,
@ -297,7 +311,7 @@ class Mapper[C: Component]:
# handle components
for comp in [c for c in obj.components if isinstance(c, CO3)]:
receipts.extend(comp.collect(collector, formats=formats))
receipts.extend(self.collect(comp, keys=keys, groups=groups))
return receipts
@ -402,6 +416,9 @@ class ComposableMapper[C: ComposableComponent](Mapper[C]):
not be explicitly clear how some JOINs should be handled up the inheritance
chain (for components / sa.Relationships, it's a little easier).
.. admonition:: On compose order
Parameters:
obj: either a CO3 instance or a type reference
'''
@ -409,7 +426,9 @@ class ComposableMapper[C: ComposableComponent](Mapper[C]):
if isinstance(co3_ref, CO3):
type_ref = co3_ref.__class__
attr_comp_agg = None
comp_agg = None
last_attr_comp = None
last_coll_comps = None
for _cls in reversed(type_ref.__mro__[:-2]):
attr_comp = self.get_attr_comp(_cls)
@ -417,8 +436,26 @@ class ComposableMapper[C: ComposableComponent](Mapper[C]):
if attr_comp is None:
continue
if comp_agg is None:
comp_agg = attr_comp
else:
# note the reduced attr_comp (produced this iteration) and the
# last_attr_comp (last iteration) refs passed to compose map, rather than
# their aggregated counterparts. This is because compose conditions often
# need to be specified between *atomic* components within compositional
# components, as compositions don't also expose the necessary attributes
# (or if they do, they aren't necessarily unique; e.g., JOIN two
# SQLAlchemy tables does not allow direct column access).
compose_condition = self.attr_compose_map(last_attr_comp, attr_comp)
comp_agg = comp_agg.compose(
attr_comp,
compose_condition,
*compose_args,
**compose_kwargs,
)
# compose horizontally with components from provided action groups
coll_comp_agg = attr_comp
coll_list = []
if groups is not None:
for group in groups:
coll_comp = self.get_coll_comp(_cls, group=group)
@ -426,29 +463,30 @@ class ComposableMapper[C: ComposableComponent](Mapper[C]):
if coll_comp is None:
continue
# valid collation comps added to coll_list, to be passed to the
# coll_map in the next iteration
coll_list.append(coll_comp)
# note how the join condition is specified using the non-composite
# `attr_comp` and new `coll_comp`; the composite doesn't typically
# have the same attribute access and needs a ref to a specific comp
if len(signature(self.coll_compose_map).parameters) > 2:
compose_condition = self.coll_compose_map(
attr_comp,
coll_comp,
last_coll_comps
)
else:
compose_condition = self.coll_compose_map(attr_comp, coll_comp)
coll_comp_agg = coll_comp_agg.compose(
comp_agg = comp_agg.compose(
coll_comp,
compose_condition,
*compose_args,
**compose_kwargs,
)
if attr_comp_agg is None:
attr_comp_agg = coll_comp_agg
else:
# note the reduced attr_comp ref passed to compose map, rather than
# coll_comp_agg produced above; this is provided as the compose comp, though
compose_condition = self.attr_compose_map(attr_comp_agg, attr_comp)
attr_comp_agg = attr_comp_agg.compose(
coll_comp_agg,
compose_condition,
*compose_args,
**compose_kwargs,
)
last_attr_comp = attr_comp
last_coll_comps = coll_list
return attr_comp_agg
return comp_agg

View File

@ -3,7 +3,7 @@ from typing import Self
import sqlalchemy as sa
from co3.mapper import Mapper
from co3.component import ComposableComponent
from co3.components import ComposableComponent
class ComposableMapper[C: ComposableComponent](Mapper[C]):

View File

@ -1,7 +0,0 @@
co3
===
.. toctree::
:maxdepth: 4
co3

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@ -1,4 +0,0 @@
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<li class="toctree-l2"><a class="reference internal" href="co3.engine.html">co3.engine module</a></li>
<li class="toctree-l2"><a class="reference internal" href="co3.indexer.html">co3.indexer module</a></li>
<li class="toctree-l2"><a class="reference internal" href="co3.manager.html">co3.manager module</a></li>
<li class="toctree-l2"><a class="reference internal" href="co3.mapper.html">co3.mapper module</a></li>
<li class="toctree-l2"><a class="reference internal" href="co3.schema.html">co3.schema module</a></li>
</ul>
</li>
</ul>
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<article role="main">
<section id="co3">
<h1>co3<a class="headerlink" href="#co3" title="Link to this heading"></a></h1>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="co3.html">co3 package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="co3.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="co3.accessors.html">co3.accessors package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.accessors.html#submodules">Submodules</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.components.html">co3.components package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.components.html#co3.components.ComposableComponent"><code class="docutils literal notranslate"><span class="pre">ComposableComponent</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="co3.components.html#co3.components.Dictionary"><code class="docutils literal notranslate"><span class="pre">Dictionary</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="co3.components.html#co3.components.Document"><code class="docutils literal notranslate"><span class="pre">Document</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="co3.components.html#co3.components.Node"><code class="docutils literal notranslate"><span class="pre">Node</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="co3.components.html#co3.components.Relation"><code class="docutils literal notranslate"><span class="pre">Relation</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="co3.components.html#co3.components.SQLTable"><code class="docutils literal notranslate"><span class="pre">SQLTable</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.databases.html">co3.databases package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.databases.html#submodules">Submodules</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.engines.html">co3.engines package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.engines.html#co3.engines.SQLEngine"><code class="docutils literal notranslate"><span class="pre">SQLEngine</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.managers.html">co3.managers package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.managers.html#submodules">Submodules</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.mappers.html">co3.mappers package</a></li>
<li class="toctree-l3"><a class="reference internal" href="co3.schemas.html">co3.schemas package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.schemas.html#co3.schemas.RelationalSchema"><code class="docutils literal notranslate"><span class="pre">RelationalSchema</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="co3.schemas.html#co3.schemas.SQLSchema"><code class="docutils literal notranslate"><span class="pre">SQLSchema</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.util.html">co3.util package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.util.html#submodules">Submodules</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="co3.html#submodules">Submodules</a><ul>
<li class="toctree-l3"><a class="reference internal" href="co3.accessor.html">co3.accessor module</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.accessor.html#co3.accessor.Accessor"><code class="docutils literal notranslate"><span class="pre">Accessor</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.co3.html">co3.co3 module</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.co3.html#co3.co3.CO3"><code class="docutils literal notranslate"><span class="pre">CO3</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="co3.co3.html#co3.co3.FormatRegistryMeta"><code class="docutils literal notranslate"><span class="pre">FormatRegistryMeta</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="co3.co3.html#co3.co3.collate"><code class="docutils literal notranslate"><span class="pre">collate()</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.collector.html">co3.collector module</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.collector.html#co3.collector.Collector"><code class="docutils literal notranslate"><span class="pre">Collector</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.component.html">co3.component module</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.component.html#co3.component.Component"><code class="docutils literal notranslate"><span class="pre">Component</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.database.html">co3.database module</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.database.html#co3.database.Database"><code class="docutils literal notranslate"><span class="pre">Database</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.engine.html">co3.engine module</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.engine.html#co3.engine.Engine"><code class="docutils literal notranslate"><span class="pre">Engine</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.indexer.html">co3.indexer module</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.indexer.html#co3.indexer.CacheBlock"><code class="docutils literal notranslate"><span class="pre">CacheBlock</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="co3.indexer.html#co3.indexer.Indexer"><code class="docutils literal notranslate"><span class="pre">Indexer</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.manager.html">co3.manager module</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.manager.html#co3.manager.Manager"><code class="docutils literal notranslate"><span class="pre">Manager</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.mapper.html">co3.mapper module</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.mapper.html#co3.mapper.ComposableMapper"><code class="docutils literal notranslate"><span class="pre">ComposableMapper</span></code></a></li>
<li class="toctree-l4"><a class="reference internal" href="co3.mapper.html#co3.mapper.Mapper"><code class="docutils literal notranslate"><span class="pre">Mapper</span></code></a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="co3.schema.html">co3.schema module</a><ul>
<li class="toctree-l4"><a class="reference internal" href="co3.schema.html#co3.schema.Schema"><code class="docutils literal notranslate"><span class="pre">Schema</span></code></a></li>
</ul>
</li>
</ul>
</li>
</ul>
</li>
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<a href="https://github.com/pradyunsg/furo">Furo</a>
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@ -1,7 +0,0 @@
co3
===
.. toctree::
:maxdepth: 4
co3

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@ -1,39 +0,0 @@
# `co3` package docs
{ref}`genindex`
{ref}`modindex`
{ref}`search`
```{eval-rst}
.. autosummary::
:nosignatures:
co3.Accessor
co3.Collector
co3.CO3
co3.Database
co3.Indexer
co3.Manager
co3.Mapper
co3.Component
co3.Schema
co3.Engine
```
```{toctree}
:maxdepth: 3
:caption: Autoref
_autoref/co3.rst
```
```{toctree}
:maxdepth: 3
:caption: Contents
reference/documentation/index
reference/site/index
```
```{include} ../README.md
```

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@ -1,8 +0,0 @@
# Documentation
```{toctree}
:hidden:
sphinx
```

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@ -1,111 +0,0 @@
# Sphinx
The primary driver of this package's documentation is Sphinx's `autodoc` extension,
using the [Furo theme][1].
**High-level details**:
- `sphinx-apidoc` generates package-based documentation to the `_autoref/` directory,
with navigation available under "Autoref" in the sidebar.
- Markdown-based documentation files are manually written under the `reference/`
directory, showing up under "Contents" in the sidebar.
## Detailed directory structure
All files are placed under `docs/sphinx`:
- `_`-prefixed are Sphinx-managed directories
* `_build/html/` houses output HTML files
* `_autoref/` is the target for module-based RST files written by `autodoc`
- `reference/`: houses all manually written documentation (totally separate from
auto-generated package docs)
- `conf.py`: single Sphinx configuration file
- `index.md`: documentation index, setups up a persistent sidebar across all other pages
For manually written documentation under `reference/`, topics are nested as needed. Within
a nested directory `reference/<topic>`, an `index.md` should created with content like:
```
# <Topic>
\`\`\`{toctree}
:hidden:
sub-topic-1.rst
sub-topic-2.rst
...
\`\`\`
```
This will add the nested directory to the sidebar navigation, using the name set under the
top-level header. See [Markdown syntax][#markdown-syntax] for more details on the syntax.
## Sphinx autodoc
Sphinx's `autodoc` extension allows automatic generation of documents according to
(Python) subpackage structure and available docstrings. A few notes here:
- In the `conf.py` file, autodoc is enabled by adding `"sphinx.ext.autodoc"` to
the extensions list. `"sphinx.ext.viewcode"` can also be added to provide
links to source code.
- Documents are actually generated by calling the `sphinx-apidoc` CLI command. The
current Makefile uses the following call:
```sh
sphinx-apidoc --module-first -o docs/sphinx/_autoref/ localsys
```
This writes the automatically generated docs for modules in the package at the
local directory `localsys/` to the `docs/sphinx/_autoref` directory. These are
reStructuredText files by default.
* `--module-first` places the module-level descriptions at the top of the module page.
By default, this is placed at the bottom (oddly), and can be obscured by large lists
of subpackages if this flag isn't provided.
* See available `sphinx-apidoc` options [here][2], as well as more advanced config
[here][3].
## Markdown syntax
The `myst_parser` extension enables Markdown (or something close to it) to be used when
writing documentation files. The Sphinx directives can be difficult to track, and
they change slightly under the MyST Markdown syntax. The following are a few common
blocks:
**Page hierarchies**: the following will generate link hierarchy according to the provided
pages:
```
\`\`\`{toctree}
:maxdepth: <n>
:caption: <caption>
:hidden:
example-file-1
example-file-2
example-dir/index
...
\`\`\`
```
- `:maxdepth:` limits the depth of nesting
- `:caption:` title for the group of pages
- `:hidden:` if provided, links will only show in the sidebar (hidden on the page)
- Constituent files: listed files will be rendered as a link directly. If a listed file
has a `{toctree}` directive, this tree will be rendered in place of the page's link as a
dropdown. The dropdown will be named according to the file's top-level heading, and
clicking directly on the dropdown header will show that page's content. Files found in
the tree will be placed as links under the dropdown, recursively subject to same rules
described here.
**Include files**: the following will include file content
pages:
```
\`\`\`{include} README.md
\`\`\`
```
**Reference directives**
[1]: https://pradyunsg.me/furo/
[2]: https://www.sphinx-doc.org/en/master/man/sphinx-apidoc.html
[3]: https://www.sphinx-doc.org/en/master/usage/extensions/autodoc.html#

View File

@ -1,925 +0,0 @@
/*
* basic.css
* ~~~~~~~~~
*
* Sphinx stylesheet -- basic theme.
*
* :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
* :license: BSD, see LICENSE for details.
*
*/
/* -- main layout ----------------------------------------------------------- */
div.clearer {
clear: both;
}
div.section::after {
display: block;
content: '';
clear: left;
}
/* -- relbar ---------------------------------------------------------------- */
div.related {
width: 100%;
font-size: 90%;
}
div.related h3 {
display: none;
}
div.related ul {
margin: 0;
padding: 0 0 0 10px;
list-style: none;
}
div.related li {
display: inline;
}
div.related li.right {
float: right;
margin-right: 5px;
}
/* -- sidebar --------------------------------------------------------------- */
div.sphinxsidebarwrapper {
padding: 10px 5px 0 10px;
}
div.sphinxsidebar {
float: left;
width: 230px;
margin-left: -100%;
font-size: 90%;
word-wrap: break-word;
overflow-wrap : break-word;
}
div.sphinxsidebar ul {
list-style: none;
}
div.sphinxsidebar ul ul,
div.sphinxsidebar ul.want-points {
margin-left: 20px;
list-style: square;
}
div.sphinxsidebar ul ul {
margin-top: 0;
margin-bottom: 0;
}
div.sphinxsidebar form {
margin-top: 10px;
}
div.sphinxsidebar input {
border: 1px solid #98dbcc;
font-family: sans-serif;
font-size: 1em;
}
div.sphinxsidebar #searchbox form.search {
overflow: hidden;
}
div.sphinxsidebar #searchbox input[type="text"] {
float: left;
width: 80%;
padding: 0.25em;
box-sizing: border-box;
}
div.sphinxsidebar #searchbox input[type="submit"] {
float: left;
width: 20%;
border-left: none;
padding: 0.25em;
box-sizing: border-box;
}
img {
border: 0;
max-width: 100%;
}
/* -- search page ----------------------------------------------------------- */
ul.search {
margin: 10px 0 0 20px;
padding: 0;
}
ul.search li {
padding: 5px 0 5px 20px;
background-image: url(file.png);
background-repeat: no-repeat;
background-position: 0 7px;
}
ul.search li a {
font-weight: bold;
}
ul.search li p.context {
color: #888;
margin: 2px 0 0 30px;
text-align: left;
}
ul.keywordmatches li.goodmatch a {
font-weight: bold;
}
/* -- index page ------------------------------------------------------------ */
table.contentstable {
width: 90%;
margin-left: auto;
margin-right: auto;
}
table.contentstable p.biglink {
line-height: 150%;
}
a.biglink {
font-size: 1.3em;
}
span.linkdescr {
font-style: italic;
padding-top: 5px;
font-size: 90%;
}
/* -- general index --------------------------------------------------------- */
table.indextable {
width: 100%;
}
table.indextable td {
text-align: left;
vertical-align: top;
}
table.indextable ul {
margin-top: 0;
margin-bottom: 0;
list-style-type: none;
}
table.indextable > tbody > tr > td > ul {
padding-left: 0em;
}
table.indextable tr.pcap {
height: 10px;
}
table.indextable tr.cap {
margin-top: 10px;
background-color: #f2f2f2;
}
img.toggler {
margin-right: 3px;
margin-top: 3px;
cursor: pointer;
}
div.modindex-jumpbox {
border-top: 1px solid #ddd;
border-bottom: 1px solid #ddd;
margin: 1em 0 1em 0;
padding: 0.4em;
}
div.genindex-jumpbox {
border-top: 1px solid #ddd;
border-bottom: 1px solid #ddd;
margin: 1em 0 1em 0;
padding: 0.4em;
}
/* -- domain module index --------------------------------------------------- */
table.modindextable td {
padding: 2px;
border-collapse: collapse;
}
/* -- general body styles --------------------------------------------------- */
div.body {
min-width: 360px;
max-width: 800px;
}
div.body p, div.body dd, div.body li, div.body blockquote {
-moz-hyphens: auto;
-ms-hyphens: auto;
-webkit-hyphens: auto;
hyphens: auto;
}
a.headerlink {
visibility: hidden;
}
a:visited {
color: #551A8B;
}
h1:hover > a.headerlink,
h2:hover > a.headerlink,
h3:hover > a.headerlink,
h4:hover > a.headerlink,
h5:hover > a.headerlink,
h6:hover > a.headerlink,
dt:hover > a.headerlink,
caption:hover > a.headerlink,
p.caption:hover > a.headerlink,
div.code-block-caption:hover > a.headerlink {
visibility: visible;
}
div.body p.caption {
text-align: inherit;
}
div.body td {
text-align: left;
}
.first {
margin-top: 0 !important;
}
p.rubric {
margin-top: 30px;
font-weight: bold;
}
img.align-left, figure.align-left, .figure.align-left, object.align-left {
clear: left;
float: left;
margin-right: 1em;
}
img.align-right, figure.align-right, .figure.align-right, object.align-right {
clear: right;
float: right;
margin-left: 1em;
}
img.align-center, figure.align-center, .figure.align-center, object.align-center {
display: block;
margin-left: auto;
margin-right: auto;
}
img.align-default, figure.align-default, .figure.align-default {
display: block;
margin-left: auto;
margin-right: auto;
}
.align-left {
text-align: left;
}
.align-center {
text-align: center;
}
.align-default {
text-align: center;
}
.align-right {
text-align: right;
}
/* -- sidebars -------------------------------------------------------------- */
div.sidebar,
aside.sidebar {
margin: 0 0 0.5em 1em;
border: 1px solid #ddb;
padding: 7px;
background-color: #ffe;
width: 40%;
float: right;
clear: right;
overflow-x: auto;
}
p.sidebar-title {
font-weight: bold;
}
nav.contents,
aside.topic,
div.admonition, div.topic, blockquote {
clear: left;
}
/* -- topics ---------------------------------------------------------------- */
nav.contents,
aside.topic,
div.topic {
border: 1px solid #ccc;
padding: 7px;
margin: 10px 0 10px 0;
}
p.topic-title {
font-size: 1.1em;
font-weight: bold;
margin-top: 10px;
}
/* -- admonitions ----------------------------------------------------------- */
div.admonition {
margin-top: 10px;
margin-bottom: 10px;
padding: 7px;
}
div.admonition dt {
font-weight: bold;
}
p.admonition-title {
margin: 0px 10px 5px 0px;
font-weight: bold;
}
div.body p.centered {
text-align: center;
margin-top: 25px;
}
/* -- content of sidebars/topics/admonitions -------------------------------- */
div.sidebar > :last-child,
aside.sidebar > :last-child,
nav.contents > :last-child,
aside.topic > :last-child,
div.topic > :last-child,
div.admonition > :last-child {
margin-bottom: 0;
}
div.sidebar::after,
aside.sidebar::after,
nav.contents::after,
aside.topic::after,
div.topic::after,
div.admonition::after,
blockquote::after {
display: block;
content: '';
clear: both;
}
/* -- tables ---------------------------------------------------------------- */
table.docutils {
margin-top: 10px;
margin-bottom: 10px;
border: 0;
border-collapse: collapse;
}
table.align-center {
margin-left: auto;
margin-right: auto;
}
table.align-default {
margin-left: auto;
margin-right: auto;
}
table caption span.caption-number {
font-style: italic;
}
table caption span.caption-text {
}
table.docutils td, table.docutils th {
padding: 1px 8px 1px 5px;
border-top: 0;
border-left: 0;
border-right: 0;
border-bottom: 1px solid #aaa;
}
th {
text-align: left;
padding-right: 5px;
}
table.citation {
border-left: solid 1px gray;
margin-left: 1px;
}
table.citation td {
border-bottom: none;
}
th > :first-child,
td > :first-child {
margin-top: 0px;
}
th > :last-child,
td > :last-child {
margin-bottom: 0px;
}
/* -- figures --------------------------------------------------------------- */
div.figure, figure {
margin: 0.5em;
padding: 0.5em;
}
div.figure p.caption, figcaption {
padding: 0.3em;
}
div.figure p.caption span.caption-number,
figcaption span.caption-number {
font-style: italic;
}
div.figure p.caption span.caption-text,
figcaption span.caption-text {
}
/* -- field list styles ----------------------------------------------------- */
table.field-list td, table.field-list th {
border: 0 !important;
}
.field-list ul {
margin: 0;
padding-left: 1em;
}
.field-list p {
margin: 0;
}
.field-name {
-moz-hyphens: manual;
-ms-hyphens: manual;
-webkit-hyphens: manual;
hyphens: manual;
}
/* -- hlist styles ---------------------------------------------------------- */
table.hlist {
margin: 1em 0;
}
table.hlist td {
vertical-align: top;
}
/* -- object description styles --------------------------------------------- */
.sig {
font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace;
}
.sig-name, code.descname {
background-color: transparent;
font-weight: bold;
}
.sig-name {
font-size: 1.1em;
}
code.descname {
font-size: 1.2em;
}
.sig-prename, code.descclassname {
background-color: transparent;
}
.optional {
font-size: 1.3em;
}
.sig-paren {
font-size: larger;
}
.sig-param.n {
font-style: italic;
}
/* C++ specific styling */
.sig-inline.c-texpr,
.sig-inline.cpp-texpr {
font-family: unset;
}
.sig.c .k, .sig.c .kt,
.sig.cpp .k, .sig.cpp .kt {
color: #0033B3;
}
.sig.c .m,
.sig.cpp .m {
color: #1750EB;
}
.sig.c .s, .sig.c .sc,
.sig.cpp .s, .sig.cpp .sc {
color: #067D17;
}
/* -- other body styles ----------------------------------------------------- */
ol.arabic {
list-style: decimal;
}
ol.loweralpha {
list-style: lower-alpha;
}
ol.upperalpha {
list-style: upper-alpha;
}
ol.lowerroman {
list-style: lower-roman;
}
ol.upperroman {
list-style: upper-roman;
}
:not(li) > ol > li:first-child > :first-child,
:not(li) > ul > li:first-child > :first-child {
margin-top: 0px;
}
:not(li) > ol > li:last-child > :last-child,
:not(li) > ul > li:last-child > :last-child {
margin-bottom: 0px;
}
ol.simple ol p,
ol.simple ul p,
ul.simple ol p,
ul.simple ul p {
margin-top: 0;
}
ol.simple > li:not(:first-child) > p,
ul.simple > li:not(:first-child) > p {
margin-top: 0;
}
ol.simple p,
ul.simple p {
margin-bottom: 0;
}
aside.footnote > span,
div.citation > span {
float: left;
}
aside.footnote > span:last-of-type,
div.citation > span:last-of-type {
padding-right: 0.5em;
}
aside.footnote > p {
margin-left: 2em;
}
div.citation > p {
margin-left: 4em;
}
aside.footnote > p:last-of-type,
div.citation > p:last-of-type {
margin-bottom: 0em;
}
aside.footnote > p:last-of-type:after,
div.citation > p:last-of-type:after {
content: "";
clear: both;
}
dl.field-list {
display: grid;
grid-template-columns: fit-content(30%) auto;
}
dl.field-list > dt {
font-weight: bold;
word-break: break-word;
padding-left: 0.5em;
padding-right: 5px;
}
dl.field-list > dd {
padding-left: 0.5em;
margin-top: 0em;
margin-left: 0em;
margin-bottom: 0em;
}
dl {
margin-bottom: 15px;
}
dd > :first-child {
margin-top: 0px;
}
dd ul, dd table {
margin-bottom: 10px;
}
dd {
margin-top: 3px;
margin-bottom: 10px;
margin-left: 30px;
}
.sig dd {
margin-top: 0px;
margin-bottom: 0px;
}
.sig dl {
margin-top: 0px;
margin-bottom: 0px;
}
dl > dd:last-child,
dl > dd:last-child > :last-child {
margin-bottom: 0;
}
dt:target, span.highlighted {
background-color: #fbe54e;
}
rect.highlighted {
fill: #fbe54e;
}
dl.glossary dt {
font-weight: bold;
font-size: 1.1em;
}
.versionmodified {
font-style: italic;
}
.system-message {
background-color: #fda;
padding: 5px;
border: 3px solid red;
}
.footnote:target {
background-color: #ffa;
}
.line-block {
display: block;
margin-top: 1em;
margin-bottom: 1em;
}
.line-block .line-block {
margin-top: 0;
margin-bottom: 0;
margin-left: 1.5em;
}
.guilabel, .menuselection {
font-family: sans-serif;
}
.accelerator {
text-decoration: underline;
}
.classifier {
font-style: oblique;
}
.classifier:before {
font-style: normal;
margin: 0 0.5em;
content: ":";
display: inline-block;
}
abbr, acronym {
border-bottom: dotted 1px;
cursor: help;
}
.translated {
background-color: rgba(207, 255, 207, 0.2)
}
.untranslated {
background-color: rgba(255, 207, 207, 0.2)
}
/* -- code displays --------------------------------------------------------- */
pre {
overflow: auto;
overflow-y: hidden; /* fixes display issues on Chrome browsers */
}
pre, div[class*="highlight-"] {
clear: both;
}
span.pre {
-moz-hyphens: none;
-ms-hyphens: none;
-webkit-hyphens: none;
hyphens: none;
white-space: nowrap;
}
div[class*="highlight-"] {
margin: 1em 0;
}
td.linenos pre {
border: 0;
background-color: transparent;
color: #aaa;
}
table.highlighttable {
display: block;
}
table.highlighttable tbody {
display: block;
}
table.highlighttable tr {
display: flex;
}
table.highlighttable td {
margin: 0;
padding: 0;
}
table.highlighttable td.linenos {
padding-right: 0.5em;
}
table.highlighttable td.code {
flex: 1;
overflow: hidden;
}
.highlight .hll {
display: block;
}
div.highlight pre,
table.highlighttable pre {
margin: 0;
}
div.code-block-caption + div {
margin-top: 0;
}
div.code-block-caption {
margin-top: 1em;
padding: 2px 5px;
font-size: small;
}
div.code-block-caption code {
background-color: transparent;
}
table.highlighttable td.linenos,
span.linenos,
div.highlight span.gp { /* gp: Generic.Prompt */
user-select: none;
-webkit-user-select: text; /* Safari fallback only */
-webkit-user-select: none; /* Chrome/Safari */
-moz-user-select: none; /* Firefox */
-ms-user-select: none; /* IE10+ */
}
div.code-block-caption span.caption-number {
padding: 0.1em 0.3em;
font-style: italic;
}
div.code-block-caption span.caption-text {
}
div.literal-block-wrapper {
margin: 1em 0;
}
code.xref, a code {
background-color: transparent;
font-weight: bold;
}
h1 code, h2 code, h3 code, h4 code, h5 code, h6 code {
background-color: transparent;
}
.viewcode-link {
float: right;
}
.viewcode-back {
float: right;
font-family: sans-serif;
}
div.viewcode-block:target {
margin: -1px -10px;
padding: 0 10px;
}
/* -- math display ---------------------------------------------------------- */
img.math {
vertical-align: middle;
}
div.body div.math p {
text-align: center;
}
span.eqno {
float: right;
}
span.eqno a.headerlink {
position: absolute;
z-index: 1;
}
div.math:hover a.headerlink {
visibility: visible;
}
/* -- printout stylesheet --------------------------------------------------- */
@media print {
div.document,
div.documentwrapper,
div.bodywrapper {
margin: 0 !important;
width: 100%;
}
div.sphinxsidebar,
div.related,
div.footer,
#top-link {
display: none;
}
}

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/*
This CSS file should be overridden by the theme authors. It's
meant for debugging and developing the skeleton that this theme provides.
*/
body {
font-family: -apple-system, "Segoe UI", Roboto, Helvetica, Arial, sans-serif,
"Apple Color Emoji", "Segoe UI Emoji";
background: lavender;
}
.sb-announcement {
background: rgb(131, 131, 131);
}
.sb-announcement__inner {
background: black;
color: white;
}
.sb-header {
background: lightskyblue;
}
.sb-header__inner {
background: royalblue;
color: white;
}
.sb-header-secondary {
background: lightcyan;
}
.sb-header-secondary__inner {
background: cornflowerblue;
color: white;
}
.sb-sidebar-primary {
background: lightgreen;
}
.sb-main {
background: blanchedalmond;
}
.sb-main__inner {
background: antiquewhite;
}
.sb-header-article {
background: lightsteelblue;
}
.sb-article-container {
background: snow;
}
.sb-article-main {
background: white;
}
.sb-footer-article {
background: lightpink;
}
.sb-sidebar-secondary {
background: lightgoldenrodyellow;
}
.sb-footer-content {
background: plum;
}
.sb-footer-content__inner {
background: palevioletred;
}
.sb-footer {
background: pink;
}
.sb-footer__inner {
background: salmon;
}
.sb-article {
background: white;
}

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/*
* doctools.js
* ~~~~~~~~~~~
*
* Base JavaScript utilities for all Sphinx HTML documentation.
*
* :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
* :license: BSD, see LICENSE for details.
*
*/
"use strict";
const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([
"TEXTAREA",
"INPUT",
"SELECT",
"BUTTON",
]);
const _ready = (callback) => {
if (document.readyState !== "loading") {
callback();
} else {
document.addEventListener("DOMContentLoaded", callback);
}
};
/**
* Small JavaScript module for the documentation.
*/
const Documentation = {
init: () => {
Documentation.initDomainIndexTable();
Documentation.initOnKeyListeners();
},
/**
* i18n support
*/
TRANSLATIONS: {},
PLURAL_EXPR: (n) => (n === 1 ? 0 : 1),
LOCALE: "unknown",
// gettext and ngettext don't access this so that the functions
// can safely bound to a different name (_ = Documentation.gettext)
gettext: (string) => {
const translated = Documentation.TRANSLATIONS[string];
switch (typeof translated) {
case "undefined":
return string; // no translation
case "string":
return translated; // translation exists
default:
return translated[0]; // (singular, plural) translation tuple exists
}
},
ngettext: (singular, plural, n) => {
const translated = Documentation.TRANSLATIONS[singular];
if (typeof translated !== "undefined")
return translated[Documentation.PLURAL_EXPR(n)];
return n === 1 ? singular : plural;
},
addTranslations: (catalog) => {
Object.assign(Documentation.TRANSLATIONS, catalog.messages);
Documentation.PLURAL_EXPR = new Function(
"n",
`return (${catalog.plural_expr})`
);
Documentation.LOCALE = catalog.locale;
},
/**
* helper function to focus on search bar
*/
focusSearchBar: () => {
document.querySelectorAll("input[name=q]")[0]?.focus();
},
/**
* Initialise the domain index toggle buttons
*/
initDomainIndexTable: () => {
const toggler = (el) => {
const idNumber = el.id.substr(7);
const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`);
if (el.src.substr(-9) === "minus.png") {
el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`;
toggledRows.forEach((el) => (el.style.display = "none"));
} else {
el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`;
toggledRows.forEach((el) => (el.style.display = ""));
}
};
const togglerElements = document.querySelectorAll("img.toggler");
togglerElements.forEach((el) =>
el.addEventListener("click", (event) => toggler(event.currentTarget))
);
togglerElements.forEach((el) => (el.style.display = ""));
if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler);
},
initOnKeyListeners: () => {
// only install a listener if it is really needed
if (
!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS &&
!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS
)
return;
document.addEventListener("keydown", (event) => {
// bail for input elements
if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return;
// bail with special keys
if (event.altKey || event.ctrlKey || event.metaKey) return;
if (!event.shiftKey) {
switch (event.key) {
case "ArrowLeft":
if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
const prevLink = document.querySelector('link[rel="prev"]');
if (prevLink && prevLink.href) {
window.location.href = prevLink.href;
event.preventDefault();
}
break;
case "ArrowRight":
if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
const nextLink = document.querySelector('link[rel="next"]');
if (nextLink && nextLink.href) {
window.location.href = nextLink.href;
event.preventDefault();
}
break;
}
}
// some keyboard layouts may need Shift to get /
switch (event.key) {
case "/":
if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break;
Documentation.focusSearchBar();
event.preventDefault();
}
});
},
};
// quick alias for translations
const _ = Documentation.gettext;
_ready(Documentation.init);

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const DOCUMENTATION_OPTIONS = {
VERSION: '',
LANGUAGE: 'en',
COLLAPSE_INDEX: false,
BUILDER: 'html',
FILE_SUFFIX: '.html',
LINK_SUFFIX: '.html',
HAS_SOURCE: true,
SOURCELINK_SUFFIX: '.txt',
NAVIGATION_WITH_KEYS: false,
SHOW_SEARCH_SUMMARY: true,
ENABLE_SEARCH_SHORTCUTS: true,
};

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/*
* language_data.js
* ~~~~~~~~~~~~~~~~
*
* This script contains the language-specific data used by searchtools.js,
* namely the list of stopwords, stemmer, scorer and splitter.
*
* :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
* :license: BSD, see LICENSE for details.
*
*/
var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
/* Non-minified version is copied as a separate JS file, if available */
/**
* Porter Stemmer
*/
var Stemmer = function() {
var step2list = {
ational: 'ate',
tional: 'tion',
enci: 'ence',
anci: 'ance',
izer: 'ize',
bli: 'ble',
alli: 'al',
entli: 'ent',
eli: 'e',
ousli: 'ous',
ization: 'ize',
ation: 'ate',
ator: 'ate',
alism: 'al',
iveness: 'ive',
fulness: 'ful',
ousness: 'ous',
aliti: 'al',
iviti: 'ive',
biliti: 'ble',
logi: 'log'
};
var step3list = {
icate: 'ic',
ative: '',
alize: 'al',
iciti: 'ic',
ical: 'ic',
ful: '',
ness: ''
};
var c = "[^aeiou]"; // consonant
var v = "[aeiouy]"; // vowel
var C = c + "[^aeiouy]*"; // consonant sequence
var V = v + "[aeiou]*"; // vowel sequence
var mgr0 = "^(" + C + ")?" + V + C; // [C]VC... is m>0
var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; // [C]VC[V] is m=1
var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1
var s_v = "^(" + C + ")?" + v; // vowel in stem
this.stemWord = function (w) {
var stem;
var suffix;
var firstch;
var origword = w;
if (w.length < 3)
return w;
var re;
var re2;
var re3;
var re4;
firstch = w.substr(0,1);
if (firstch == "y")
w = firstch.toUpperCase() + w.substr(1);
// Step 1a
re = /^(.+?)(ss|i)es$/;
re2 = /^(.+?)([^s])s$/;
if (re.test(w))
w = w.replace(re,"$1$2");
else if (re2.test(w))
w = w.replace(re2,"$1$2");
// Step 1b
re = /^(.+?)eed$/;
re2 = /^(.+?)(ed|ing)$/;
if (re.test(w)) {
var fp = re.exec(w);
re = new RegExp(mgr0);
if (re.test(fp[1])) {
re = /.$/;
w = w.replace(re,"");
}
}
else if (re2.test(w)) {
var fp = re2.exec(w);
stem = fp[1];
re2 = new RegExp(s_v);
if (re2.test(stem)) {
w = stem;
re2 = /(at|bl|iz)$/;
re3 = new RegExp("([^aeiouylsz])\\1$");
re4 = new RegExp("^" + C + v + "[^aeiouwxy]$");
if (re2.test(w))
w = w + "e";
else if (re3.test(w)) {
re = /.$/;
w = w.replace(re,"");
}
else if (re4.test(w))
w = w + "e";
}
}
// Step 1c
re = /^(.+?)y$/;
if (re.test(w)) {
var fp = re.exec(w);
stem = fp[1];
re = new RegExp(s_v);
if (re.test(stem))
w = stem + "i";
}
// Step 2
re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;
if (re.test(w)) {
var fp = re.exec(w);
stem = fp[1];
suffix = fp[2];
re = new RegExp(mgr0);
if (re.test(stem))
w = stem + step2list[suffix];
}
// Step 3
re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;
if (re.test(w)) {
var fp = re.exec(w);
stem = fp[1];
suffix = fp[2];
re = new RegExp(mgr0);
if (re.test(stem))
w = stem + step3list[suffix];
}
// Step 4
re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;
re2 = /^(.+?)(s|t)(ion)$/;
if (re.test(w)) {
var fp = re.exec(w);
stem = fp[1];
re = new RegExp(mgr1);
if (re.test(stem))
w = stem;
}
else if (re2.test(w)) {
var fp = re2.exec(w);
stem = fp[1] + fp[2];
re2 = new RegExp(mgr1);
if (re2.test(stem))
w = stem;
}
// Step 5
re = /^(.+?)e$/;
if (re.test(w)) {
var fp = re.exec(w);
stem = fp[1];
re = new RegExp(mgr1);
re2 = new RegExp(meq1);
re3 = new RegExp("^" + C + v + "[^aeiouwxy]$");
if (re.test(stem) || (re2.test(stem) && !(re3.test(stem))))
w = stem;
}
re = /ll$/;
re2 = new RegExp(mgr1);
if (re.test(w) && re2.test(w)) {
re = /.$/;
w = w.replace(re,"");
}
// and turn initial Y back to y
if (firstch == "y")
w = firstch.toLowerCase() + w.substr(1);
return w;
}
}

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.highlight pre { line-height: 125%; }
.highlight td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
.highlight span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
.highlight td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
.highlight span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
.highlight .hll { background-color: #ffffcc }
.highlight { background: #f8f8f8; }
.highlight .c { color: #8f5902; font-style: italic } /* Comment */
.highlight .err { color: #a40000; border: 1px solid #ef2929 } /* Error */
.highlight .g { color: #000000 } /* Generic */
.highlight .k { color: #204a87; font-weight: bold } /* Keyword */
.highlight .l { color: #000000 } /* Literal */
.highlight .n { color: #000000 } /* Name */
.highlight .o { color: #ce5c00; font-weight: bold } /* Operator */
.highlight .x { color: #000000 } /* Other */
.highlight .p { color: #000000; font-weight: bold } /* Punctuation */
.highlight .ch { color: #8f5902; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #8f5902; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #8f5902; font-style: italic } /* Comment.Preproc */
.highlight .cpf { color: #8f5902; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #8f5902; font-style: italic } /* Comment.Single */
.highlight .cs { color: #8f5902; font-style: italic } /* Comment.Special */
.highlight .gd { color: #a40000 } /* Generic.Deleted */
.highlight .ge { color: #000000; font-style: italic } /* Generic.Emph */
.highlight .ges { color: #000000; font-weight: bold; font-style: italic } /* Generic.EmphStrong */
.highlight .gr { color: #ef2929 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #000000; font-style: italic } /* Generic.Output */
.highlight .gp { color: #8f5902 } /* Generic.Prompt */
.highlight .gs { color: #000000; font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #a40000; font-weight: bold } /* Generic.Traceback */
.highlight .kc { color: #204a87; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #204a87; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #204a87; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #204a87; font-weight: bold } /* Keyword.Pseudo */
.highlight .kr { color: #204a87; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #204a87; font-weight: bold } /* Keyword.Type */
.highlight .ld { color: #000000 } /* Literal.Date */
.highlight .m { color: #0000cf; font-weight: bold } /* Literal.Number */
.highlight .s { color: #4e9a06 } /* Literal.String */
.highlight .na { color: #c4a000 } /* Name.Attribute */
.highlight .nb { color: #204a87 } /* Name.Builtin */
.highlight .nc { color: #000000 } /* Name.Class */
.highlight .no { color: #000000 } /* Name.Constant */
.highlight .nd { color: #5c35cc; font-weight: bold } /* Name.Decorator */
.highlight .ni { color: #ce5c00 } /* Name.Entity */
.highlight .ne { color: #cc0000; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #000000 } /* Name.Function */
.highlight .nl { color: #f57900 } /* Name.Label */
.highlight .nn { color: #000000 } /* Name.Namespace */
.highlight .nx { color: #000000 } /* Name.Other */
.highlight .py { color: #000000 } /* Name.Property */
.highlight .nt { color: #204a87; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #000000 } /* Name.Variable */
.highlight .ow { color: #204a87; font-weight: bold } /* Operator.Word */
.highlight .pm { color: #000000; font-weight: bold } /* Punctuation.Marker */
.highlight .w { color: #f8f8f8 } /* Text.Whitespace */
.highlight .mb { color: #0000cf; font-weight: bold } /* Literal.Number.Bin */
.highlight .mf { color: #0000cf; font-weight: bold } /* Literal.Number.Float */
.highlight .mh { color: #0000cf; font-weight: bold } /* Literal.Number.Hex */
.highlight .mi { color: #0000cf; font-weight: bold } /* Literal.Number.Integer */
.highlight .mo { color: #0000cf; font-weight: bold } /* Literal.Number.Oct */
.highlight .sa { color: #4e9a06 } /* Literal.String.Affix */
.highlight .sb { color: #4e9a06 } /* Literal.String.Backtick */
.highlight .sc { color: #4e9a06 } /* Literal.String.Char */
.highlight .dl { color: #4e9a06 } /* Literal.String.Delimiter */
.highlight .sd { color: #8f5902; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #4e9a06 } /* Literal.String.Double */
.highlight .se { color: #4e9a06 } /* Literal.String.Escape */
.highlight .sh { color: #4e9a06 } /* Literal.String.Heredoc */
.highlight .si { color: #4e9a06 } /* Literal.String.Interpol */
.highlight .sx { color: #4e9a06 } /* Literal.String.Other */
.highlight .sr { color: #4e9a06 } /* Literal.String.Regex */
.highlight .s1 { color: #4e9a06 } /* Literal.String.Single */
.highlight .ss { color: #4e9a06 } /* Literal.String.Symbol */
.highlight .bp { color: #3465a4 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #000000 } /* Name.Function.Magic */
.highlight .vc { color: #000000 } /* Name.Variable.Class */
.highlight .vg { color: #000000 } /* Name.Variable.Global */
.highlight .vi { color: #000000 } /* Name.Variable.Instance */
.highlight .vm { color: #000000 } /* Name.Variable.Magic */
.highlight .il { color: #0000cf; font-weight: bold } /* Literal.Number.Integer.Long */
@media not print {
body[data-theme="dark"] .highlight pre { line-height: 125%; }
body[data-theme="dark"] .highlight td.linenos .normal { color: #aaaaaa; background-color: transparent; padding-left: 5px; padding-right: 5px; }
body[data-theme="dark"] .highlight span.linenos { color: #aaaaaa; background-color: transparent; padding-left: 5px; padding-right: 5px; }
body[data-theme="dark"] .highlight td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
body[data-theme="dark"] .highlight span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
body[data-theme="dark"] .highlight .hll { background-color: #404040 }
body[data-theme="dark"] .highlight { background: #202020; color: #d0d0d0 }
body[data-theme="dark"] .highlight .c { color: #ababab; font-style: italic } /* Comment */
body[data-theme="dark"] .highlight .err { color: #a61717; background-color: #e3d2d2 } /* Error */
body[data-theme="dark"] .highlight .esc { color: #d0d0d0 } /* Escape */
body[data-theme="dark"] .highlight .g { color: #d0d0d0 } /* Generic */
body[data-theme="dark"] .highlight .k { color: #6ebf26; font-weight: bold } /* Keyword */
body[data-theme="dark"] .highlight .l { color: #d0d0d0 } /* Literal */
body[data-theme="dark"] .highlight .n { color: #d0d0d0 } /* Name */
body[data-theme="dark"] .highlight .o { color: #d0d0d0 } /* Operator */
body[data-theme="dark"] .highlight .x { color: #d0d0d0 } /* Other */
body[data-theme="dark"] .highlight .p { color: #d0d0d0 } /* Punctuation */
body[data-theme="dark"] .highlight .ch { color: #ababab; font-style: italic } /* Comment.Hashbang */
body[data-theme="dark"] .highlight .cm { color: #ababab; font-style: italic } /* Comment.Multiline */
body[data-theme="dark"] .highlight .cp { color: #ff3a3a; font-weight: bold } /* Comment.Preproc */
body[data-theme="dark"] .highlight .cpf { color: #ababab; font-style: italic } /* Comment.PreprocFile */
body[data-theme="dark"] .highlight .c1 { color: #ababab; font-style: italic } /* Comment.Single */
body[data-theme="dark"] .highlight .cs { color: #e50808; font-weight: bold; background-color: #520000 } /* Comment.Special */
body[data-theme="dark"] .highlight .gd { color: #d22323 } /* Generic.Deleted */
body[data-theme="dark"] .highlight .ge { color: #d0d0d0; font-style: italic } /* Generic.Emph */
body[data-theme="dark"] .highlight .ges { color: #d0d0d0; font-weight: bold; font-style: italic } /* Generic.EmphStrong */
body[data-theme="dark"] .highlight .gr { color: #d22323 } /* Generic.Error */
body[data-theme="dark"] .highlight .gh { color: #ffffff; font-weight: bold } /* Generic.Heading */
body[data-theme="dark"] .highlight .gi { color: #589819 } /* Generic.Inserted */
body[data-theme="dark"] .highlight .go { color: #cccccc } /* Generic.Output */
body[data-theme="dark"] .highlight .gp { color: #aaaaaa } /* Generic.Prompt */
body[data-theme="dark"] .highlight .gs { color: #d0d0d0; font-weight: bold } /* Generic.Strong */
body[data-theme="dark"] .highlight .gu { color: #ffffff; text-decoration: underline } /* Generic.Subheading */
body[data-theme="dark"] .highlight .gt { color: #d22323 } /* Generic.Traceback */
body[data-theme="dark"] .highlight .kc { color: #6ebf26; font-weight: bold } /* Keyword.Constant */
body[data-theme="dark"] .highlight .kd { color: #6ebf26; font-weight: bold } /* Keyword.Declaration */
body[data-theme="dark"] .highlight .kn { color: #6ebf26; font-weight: bold } /* Keyword.Namespace */
body[data-theme="dark"] .highlight .kp { color: #6ebf26 } /* Keyword.Pseudo */
body[data-theme="dark"] .highlight .kr { color: #6ebf26; font-weight: bold } /* Keyword.Reserved */
body[data-theme="dark"] .highlight .kt { color: #6ebf26; font-weight: bold } /* Keyword.Type */
body[data-theme="dark"] .highlight .ld { color: #d0d0d0 } /* Literal.Date */
body[data-theme="dark"] .highlight .m { color: #51b2fd } /* Literal.Number */
body[data-theme="dark"] .highlight .s { color: #ed9d13 } /* Literal.String */
body[data-theme="dark"] .highlight .na { color: #bbbbbb } /* Name.Attribute */
body[data-theme="dark"] .highlight .nb { color: #2fbccd } /* Name.Builtin */
body[data-theme="dark"] .highlight .nc { color: #71adff; text-decoration: underline } /* Name.Class */
body[data-theme="dark"] .highlight .no { color: #40ffff } /* Name.Constant */
body[data-theme="dark"] .highlight .nd { color: #ffa500 } /* Name.Decorator */
body[data-theme="dark"] .highlight .ni { color: #d0d0d0 } /* Name.Entity */
body[data-theme="dark"] .highlight .ne { color: #bbbbbb } /* Name.Exception */
body[data-theme="dark"] .highlight .nf { color: #71adff } /* Name.Function */
body[data-theme="dark"] .highlight .nl { color: #d0d0d0 } /* Name.Label */
body[data-theme="dark"] .highlight .nn { color: #71adff; text-decoration: underline } /* Name.Namespace */
body[data-theme="dark"] .highlight .nx { color: #d0d0d0 } /* Name.Other */
body[data-theme="dark"] .highlight .py { color: #d0d0d0 } /* Name.Property */
body[data-theme="dark"] .highlight .nt { color: #6ebf26; font-weight: bold } /* Name.Tag */
body[data-theme="dark"] .highlight .nv { color: #40ffff } /* Name.Variable */
body[data-theme="dark"] .highlight .ow { color: #6ebf26; font-weight: bold } /* Operator.Word */
body[data-theme="dark"] .highlight .pm { color: #d0d0d0 } /* Punctuation.Marker */
body[data-theme="dark"] .highlight .w { color: #666666 } /* Text.Whitespace */
body[data-theme="dark"] .highlight .mb { color: #51b2fd } /* Literal.Number.Bin */
body[data-theme="dark"] .highlight .mf { color: #51b2fd } /* Literal.Number.Float */
body[data-theme="dark"] .highlight .mh { color: #51b2fd } /* Literal.Number.Hex */
body[data-theme="dark"] .highlight .mi { color: #51b2fd } /* Literal.Number.Integer */
body[data-theme="dark"] .highlight .mo { color: #51b2fd } /* Literal.Number.Oct */
body[data-theme="dark"] .highlight .sa { color: #ed9d13 } /* Literal.String.Affix */
body[data-theme="dark"] .highlight .sb { color: #ed9d13 } /* Literal.String.Backtick */
body[data-theme="dark"] .highlight .sc { color: #ed9d13 } /* Literal.String.Char */
body[data-theme="dark"] .highlight .dl { color: #ed9d13 } /* Literal.String.Delimiter */
body[data-theme="dark"] .highlight .sd { color: #ed9d13 } /* Literal.String.Doc */
body[data-theme="dark"] .highlight .s2 { color: #ed9d13 } /* Literal.String.Double */
body[data-theme="dark"] .highlight .se { color: #ed9d13 } /* Literal.String.Escape */
body[data-theme="dark"] .highlight .sh { color: #ed9d13 } /* Literal.String.Heredoc */
body[data-theme="dark"] .highlight .si { color: #ed9d13 } /* Literal.String.Interpol */
body[data-theme="dark"] .highlight .sx { color: #ffa500 } /* Literal.String.Other */
body[data-theme="dark"] .highlight .sr { color: #ed9d13 } /* Literal.String.Regex */
body[data-theme="dark"] .highlight .s1 { color: #ed9d13 } /* Literal.String.Single */
body[data-theme="dark"] .highlight .ss { color: #ed9d13 } /* Literal.String.Symbol */
body[data-theme="dark"] .highlight .bp { color: #2fbccd } /* Name.Builtin.Pseudo */
body[data-theme="dark"] .highlight .fm { color: #71adff } /* Name.Function.Magic */
body[data-theme="dark"] .highlight .vc { color: #40ffff } /* Name.Variable.Class */
body[data-theme="dark"] .highlight .vg { color: #40ffff } /* Name.Variable.Global */
body[data-theme="dark"] .highlight .vi { color: #40ffff } /* Name.Variable.Instance */
body[data-theme="dark"] .highlight .vm { color: #40ffff } /* Name.Variable.Magic */
body[data-theme="dark"] .highlight .il { color: #51b2fd } /* Literal.Number.Integer.Long */
@media (prefers-color-scheme: dark) {
body:not([data-theme="light"]) .highlight pre { line-height: 125%; }
body:not([data-theme="light"]) .highlight td.linenos .normal { color: #aaaaaa; background-color: transparent; padding-left: 5px; padding-right: 5px; }
body:not([data-theme="light"]) .highlight span.linenos { color: #aaaaaa; background-color: transparent; padding-left: 5px; padding-right: 5px; }
body:not([data-theme="light"]) .highlight td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
body:not([data-theme="light"]) .highlight span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
body:not([data-theme="light"]) .highlight .hll { background-color: #404040 }
body:not([data-theme="light"]) .highlight { background: #202020; color: #d0d0d0 }
body:not([data-theme="light"]) .highlight .c { color: #ababab; font-style: italic } /* Comment */
body:not([data-theme="light"]) .highlight .err { color: #a61717; background-color: #e3d2d2 } /* Error */
body:not([data-theme="light"]) .highlight .esc { color: #d0d0d0 } /* Escape */
body:not([data-theme="light"]) .highlight .g { color: #d0d0d0 } /* Generic */
body:not([data-theme="light"]) .highlight .k { color: #6ebf26; font-weight: bold } /* Keyword */
body:not([data-theme="light"]) .highlight .l { color: #d0d0d0 } /* Literal */
body:not([data-theme="light"]) .highlight .n { color: #d0d0d0 } /* Name */
body:not([data-theme="light"]) .highlight .o { color: #d0d0d0 } /* Operator */
body:not([data-theme="light"]) .highlight .x { color: #d0d0d0 } /* Other */
body:not([data-theme="light"]) .highlight .p { color: #d0d0d0 } /* Punctuation */
body:not([data-theme="light"]) .highlight .ch { color: #ababab; font-style: italic } /* Comment.Hashbang */
body:not([data-theme="light"]) .highlight .cm { color: #ababab; font-style: italic } /* Comment.Multiline */
body:not([data-theme="light"]) .highlight .cp { color: #ff3a3a; font-weight: bold } /* Comment.Preproc */
body:not([data-theme="light"]) .highlight .cpf { color: #ababab; font-style: italic } /* Comment.PreprocFile */
body:not([data-theme="light"]) .highlight .c1 { color: #ababab; font-style: italic } /* Comment.Single */
body:not([data-theme="light"]) .highlight .cs { color: #e50808; font-weight: bold; background-color: #520000 } /* Comment.Special */
body:not([data-theme="light"]) .highlight .gd { color: #d22323 } /* Generic.Deleted */
body:not([data-theme="light"]) .highlight .ge { color: #d0d0d0; font-style: italic } /* Generic.Emph */
body:not([data-theme="light"]) .highlight .ges { color: #d0d0d0; font-weight: bold; font-style: italic } /* Generic.EmphStrong */
body:not([data-theme="light"]) .highlight .gr { color: #d22323 } /* Generic.Error */
body:not([data-theme="light"]) .highlight .gh { color: #ffffff; font-weight: bold } /* Generic.Heading */
body:not([data-theme="light"]) .highlight .gi { color: #589819 } /* Generic.Inserted */
body:not([data-theme="light"]) .highlight .go { color: #cccccc } /* Generic.Output */
body:not([data-theme="light"]) .highlight .gp { color: #aaaaaa } /* Generic.Prompt */
body:not([data-theme="light"]) .highlight .gs { color: #d0d0d0; font-weight: bold } /* Generic.Strong */
body:not([data-theme="light"]) .highlight .gu { color: #ffffff; text-decoration: underline } /* Generic.Subheading */
body:not([data-theme="light"]) .highlight .gt { color: #d22323 } /* Generic.Traceback */
body:not([data-theme="light"]) .highlight .kc { color: #6ebf26; font-weight: bold } /* Keyword.Constant */
body:not([data-theme="light"]) .highlight .kd { color: #6ebf26; font-weight: bold } /* Keyword.Declaration */
body:not([data-theme="light"]) .highlight .kn { color: #6ebf26; font-weight: bold } /* Keyword.Namespace */
body:not([data-theme="light"]) .highlight .kp { color: #6ebf26 } /* Keyword.Pseudo */
body:not([data-theme="light"]) .highlight .kr { color: #6ebf26; font-weight: bold } /* Keyword.Reserved */
body:not([data-theme="light"]) .highlight .kt { color: #6ebf26; font-weight: bold } /* Keyword.Type */
body:not([data-theme="light"]) .highlight .ld { color: #d0d0d0 } /* Literal.Date */
body:not([data-theme="light"]) .highlight .m { color: #51b2fd } /* Literal.Number */
body:not([data-theme="light"]) .highlight .s { color: #ed9d13 } /* Literal.String */
body:not([data-theme="light"]) .highlight .na { color: #bbbbbb } /* Name.Attribute */
body:not([data-theme="light"]) .highlight .nb { color: #2fbccd } /* Name.Builtin */
body:not([data-theme="light"]) .highlight .nc { color: #71adff; text-decoration: underline } /* Name.Class */
body:not([data-theme="light"]) .highlight .no { color: #40ffff } /* Name.Constant */
body:not([data-theme="light"]) .highlight .nd { color: #ffa500 } /* Name.Decorator */
body:not([data-theme="light"]) .highlight .ni { color: #d0d0d0 } /* Name.Entity */
body:not([data-theme="light"]) .highlight .ne { color: #bbbbbb } /* Name.Exception */
body:not([data-theme="light"]) .highlight .nf { color: #71adff } /* Name.Function */
body:not([data-theme="light"]) .highlight .nl { color: #d0d0d0 } /* Name.Label */
body:not([data-theme="light"]) .highlight .nn { color: #71adff; text-decoration: underline } /* Name.Namespace */
body:not([data-theme="light"]) .highlight .nx { color: #d0d0d0 } /* Name.Other */
body:not([data-theme="light"]) .highlight .py { color: #d0d0d0 } /* Name.Property */
body:not([data-theme="light"]) .highlight .nt { color: #6ebf26; font-weight: bold } /* Name.Tag */
body:not([data-theme="light"]) .highlight .nv { color: #40ffff } /* Name.Variable */
body:not([data-theme="light"]) .highlight .ow { color: #6ebf26; font-weight: bold } /* Operator.Word */
body:not([data-theme="light"]) .highlight .pm { color: #d0d0d0 } /* Punctuation.Marker */
body:not([data-theme="light"]) .highlight .w { color: #666666 } /* Text.Whitespace */
body:not([data-theme="light"]) .highlight .mb { color: #51b2fd } /* Literal.Number.Bin */
body:not([data-theme="light"]) .highlight .mf { color: #51b2fd } /* Literal.Number.Float */
body:not([data-theme="light"]) .highlight .mh { color: #51b2fd } /* Literal.Number.Hex */
body:not([data-theme="light"]) .highlight .mi { color: #51b2fd } /* Literal.Number.Integer */
body:not([data-theme="light"]) .highlight .mo { color: #51b2fd } /* Literal.Number.Oct */
body:not([data-theme="light"]) .highlight .sa { color: #ed9d13 } /* Literal.String.Affix */
body:not([data-theme="light"]) .highlight .sb { color: #ed9d13 } /* Literal.String.Backtick */
body:not([data-theme="light"]) .highlight .sc { color: #ed9d13 } /* Literal.String.Char */
body:not([data-theme="light"]) .highlight .dl { color: #ed9d13 } /* Literal.String.Delimiter */
body:not([data-theme="light"]) .highlight .sd { color: #ed9d13 } /* Literal.String.Doc */
body:not([data-theme="light"]) .highlight .s2 { color: #ed9d13 } /* Literal.String.Double */
body:not([data-theme="light"]) .highlight .se { color: #ed9d13 } /* Literal.String.Escape */
body:not([data-theme="light"]) .highlight .sh { color: #ed9d13 } /* Literal.String.Heredoc */
body:not([data-theme="light"]) .highlight .si { color: #ed9d13 } /* Literal.String.Interpol */
body:not([data-theme="light"]) .highlight .sx { color: #ffa500 } /* Literal.String.Other */
body:not([data-theme="light"]) .highlight .sr { color: #ed9d13 } /* Literal.String.Regex */
body:not([data-theme="light"]) .highlight .s1 { color: #ed9d13 } /* Literal.String.Single */
body:not([data-theme="light"]) .highlight .ss { color: #ed9d13 } /* Literal.String.Symbol */
body:not([data-theme="light"]) .highlight .bp { color: #2fbccd } /* Name.Builtin.Pseudo */
body:not([data-theme="light"]) .highlight .fm { color: #71adff } /* Name.Function.Magic */
body:not([data-theme="light"]) .highlight .vc { color: #40ffff } /* Name.Variable.Class */
body:not([data-theme="light"]) .highlight .vg { color: #40ffff } /* Name.Variable.Global */
body:not([data-theme="light"]) .highlight .vi { color: #40ffff } /* Name.Variable.Instance */
body:not([data-theme="light"]) .highlight .vm { color: #40ffff } /* Name.Variable.Magic */
body:not([data-theme="light"]) .highlight .il { color: #51b2fd } /* Literal.Number.Integer.Long */
}
}

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@ -1,7 +0,0 @@
/*!
* gumshoejs v5.1.2 (patched by @pradyunsg)
* A simple, framework-agnostic scrollspy script.
* (c) 2019 Chris Ferdinandi
* MIT License
* http://github.com/cferdinandi/gumshoe
*/

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@ -1,619 +0,0 @@
/*
* searchtools.js
* ~~~~~~~~~~~~~~~~
*
* Sphinx JavaScript utilities for the full-text search.
*
* :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
* :license: BSD, see LICENSE for details.
*
*/
"use strict";
/**
* Simple result scoring code.
*/
if (typeof Scorer === "undefined") {
var Scorer = {
// Implement the following function to further tweak the score for each result
// The function takes a result array [docname, title, anchor, descr, score, filename]
// and returns the new score.
/*
score: result => {
const [docname, title, anchor, descr, score, filename] = result
return score
},
*/
// query matches the full name of an object
objNameMatch: 11,
// or matches in the last dotted part of the object name
objPartialMatch: 6,
// Additive scores depending on the priority of the object
objPrio: {
0: 15, // used to be importantResults
1: 5, // used to be objectResults
2: -5, // used to be unimportantResults
},
// Used when the priority is not in the mapping.
objPrioDefault: 0,
// query found in title
title: 15,
partialTitle: 7,
// query found in terms
term: 5,
partialTerm: 2,
};
}
const _removeChildren = (element) => {
while (element && element.lastChild) element.removeChild(element.lastChild);
};
/**
* See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping
*/
const _escapeRegExp = (string) =>
string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string
const _displayItem = (item, searchTerms, highlightTerms) => {
const docBuilder = DOCUMENTATION_OPTIONS.BUILDER;
const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX;
const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX;
const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY;
const contentRoot = document.documentElement.dataset.content_root;
const [docName, title, anchor, descr, score, _filename] = item;
let listItem = document.createElement("li");
let requestUrl;
let linkUrl;
if (docBuilder === "dirhtml") {
// dirhtml builder
let dirname = docName + "/";
if (dirname.match(/\/index\/$/))
dirname = dirname.substring(0, dirname.length - 6);
else if (dirname === "index/") dirname = "";
requestUrl = contentRoot + dirname;
linkUrl = requestUrl;
} else {
// normal html builders
requestUrl = contentRoot + docName + docFileSuffix;
linkUrl = docName + docLinkSuffix;
}
let linkEl = listItem.appendChild(document.createElement("a"));
linkEl.href = linkUrl + anchor;
linkEl.dataset.score = score;
linkEl.innerHTML = title;
if (descr) {
listItem.appendChild(document.createElement("span")).innerHTML =
" (" + descr + ")";
// highlight search terms in the description
if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js
highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted"));
}
else if (showSearchSummary)
fetch(requestUrl)
.then((responseData) => responseData.text())
.then((data) => {
if (data)
listItem.appendChild(
Search.makeSearchSummary(data, searchTerms, anchor)
);
// highlight search terms in the summary
if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js
highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted"));
});
Search.output.appendChild(listItem);
};
const _finishSearch = (resultCount) => {
Search.stopPulse();
Search.title.innerText = _("Search Results");
if (!resultCount)
Search.status.innerText = Documentation.gettext(
"Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories."
);
else
Search.status.innerText = _(
"Search finished, found ${resultCount} page(s) matching the search query."
).replace('${resultCount}', resultCount);
};
const _displayNextItem = (
results,
resultCount,
searchTerms,
highlightTerms,
) => {
// results left, load the summary and display it
// this is intended to be dynamic (don't sub resultsCount)
if (results.length) {
_displayItem(results.pop(), searchTerms, highlightTerms);
setTimeout(
() => _displayNextItem(results, resultCount, searchTerms, highlightTerms),
5
);
}
// search finished, update title and status message
else _finishSearch(resultCount);
};
// Helper function used by query() to order search results.
// Each input is an array of [docname, title, anchor, descr, score, filename].
// Order the results by score (in opposite order of appearance, since the
// `_displayNextItem` function uses pop() to retrieve items) and then alphabetically.
const _orderResultsByScoreThenName = (a, b) => {
const leftScore = a[4];
const rightScore = b[4];
if (leftScore === rightScore) {
// same score: sort alphabetically
const leftTitle = a[1].toLowerCase();
const rightTitle = b[1].toLowerCase();
if (leftTitle === rightTitle) return 0;
return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
}
return leftScore > rightScore ? 1 : -1;
};
/**
* Default splitQuery function. Can be overridden in ``sphinx.search`` with a
* custom function per language.
*
* The regular expression works by splitting the string on consecutive characters
* that are not Unicode letters, numbers, underscores, or emoji characters.
* This is the same as ``\W+`` in Python, preserving the surrogate pair area.
*/
if (typeof splitQuery === "undefined") {
var splitQuery = (query) => query
.split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu)
.filter(term => term) // remove remaining empty strings
}
/**
* Search Module
*/
const Search = {
_index: null,
_queued_query: null,
_pulse_status: -1,
htmlToText: (htmlString, anchor) => {
const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html');
for (const removalQuery of [".headerlinks", "script", "style"]) {
htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() });
}
if (anchor) {
const anchorContent = htmlElement.querySelector(`[role="main"] ${anchor}`);
if (anchorContent) return anchorContent.textContent;
console.warn(
`Anchored content block not found. Sphinx search tries to obtain it via DOM query '[role=main] ${anchor}'. Check your theme or template.`
);
}
// if anchor not specified or not found, fall back to main content
const docContent = htmlElement.querySelector('[role="main"]');
if (docContent) return docContent.textContent;
console.warn(
"Content block not found. Sphinx search tries to obtain it via DOM query '[role=main]'. Check your theme or template."
);
return "";
},
init: () => {
const query = new URLSearchParams(window.location.search).get("q");
document
.querySelectorAll('input[name="q"]')
.forEach((el) => (el.value = query));
if (query) Search.performSearch(query);
},
loadIndex: (url) =>
(document.body.appendChild(document.createElement("script")).src = url),
setIndex: (index) => {
Search._index = index;
if (Search._queued_query !== null) {
const query = Search._queued_query;
Search._queued_query = null;
Search.query(query);
}
},
hasIndex: () => Search._index !== null,
deferQuery: (query) => (Search._queued_query = query),
stopPulse: () => (Search._pulse_status = -1),
startPulse: () => {
if (Search._pulse_status >= 0) return;
const pulse = () => {
Search._pulse_status = (Search._pulse_status + 1) % 4;
Search.dots.innerText = ".".repeat(Search._pulse_status);
if (Search._pulse_status >= 0) window.setTimeout(pulse, 500);
};
pulse();
},
/**
* perform a search for something (or wait until index is loaded)
*/
performSearch: (query) => {
// create the required interface elements
const searchText = document.createElement("h2");
searchText.textContent = _("Searching");
const searchSummary = document.createElement("p");
searchSummary.classList.add("search-summary");
searchSummary.innerText = "";
const searchList = document.createElement("ul");
searchList.classList.add("search");
const out = document.getElementById("search-results");
Search.title = out.appendChild(searchText);
Search.dots = Search.title.appendChild(document.createElement("span"));
Search.status = out.appendChild(searchSummary);
Search.output = out.appendChild(searchList);
const searchProgress = document.getElementById("search-progress");
// Some themes don't use the search progress node
if (searchProgress) {
searchProgress.innerText = _("Preparing search...");
}
Search.startPulse();
// index already loaded, the browser was quick!
if (Search.hasIndex()) Search.query(query);
else Search.deferQuery(query);
},
_parseQuery: (query) => {
// stem the search terms and add them to the correct list
const stemmer = new Stemmer();
const searchTerms = new Set();
const excludedTerms = new Set();
const highlightTerms = new Set();
const objectTerms = new Set(splitQuery(query.toLowerCase().trim()));
splitQuery(query.trim()).forEach((queryTerm) => {
const queryTermLower = queryTerm.toLowerCase();
// maybe skip this "word"
// stopwords array is from language_data.js
if (
stopwords.indexOf(queryTermLower) !== -1 ||
queryTerm.match(/^\d+$/)
)
return;
// stem the word
let word = stemmer.stemWord(queryTermLower);
// select the correct list
if (word[0] === "-") excludedTerms.add(word.substr(1));
else {
searchTerms.add(word);
highlightTerms.add(queryTermLower);
}
});
if (SPHINX_HIGHLIGHT_ENABLED) { // set in sphinx_highlight.js
localStorage.setItem("sphinx_highlight_terms", [...highlightTerms].join(" "))
}
// console.debug("SEARCH: searching for:");
// console.info("required: ", [...searchTerms]);
// console.info("excluded: ", [...excludedTerms]);
return [query, searchTerms, excludedTerms, highlightTerms, objectTerms];
},
/**
* execute search (requires search index to be loaded)
*/
_performSearch: (query, searchTerms, excludedTerms, highlightTerms, objectTerms) => {
const filenames = Search._index.filenames;
const docNames = Search._index.docnames;
const titles = Search._index.titles;
const allTitles = Search._index.alltitles;
const indexEntries = Search._index.indexentries;
// Collect multiple result groups to be sorted separately and then ordered.
// Each is an array of [docname, title, anchor, descr, score, filename].
const normalResults = [];
const nonMainIndexResults = [];
_removeChildren(document.getElementById("search-progress"));
const queryLower = query.toLowerCase().trim();
for (const [title, foundTitles] of Object.entries(allTitles)) {
if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) {
for (const [file, id] of foundTitles) {
let score = Math.round(100 * queryLower.length / title.length)
normalResults.push([
docNames[file],
titles[file] !== title ? `${titles[file]} > ${title}` : title,
id !== null ? "#" + id : "",
null,
score,
filenames[file],
]);
}
}
}
// search for explicit entries in index directives
for (const [entry, foundEntries] of Object.entries(indexEntries)) {
if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) {
for (const [file, id, isMain] of foundEntries) {
const score = Math.round(100 * queryLower.length / entry.length);
const result = [
docNames[file],
titles[file],
id ? "#" + id : "",
null,
score,
filenames[file],
];
if (isMain) {
normalResults.push(result);
} else {
nonMainIndexResults.push(result);
}
}
}
}
// lookup as object
objectTerms.forEach((term) =>
normalResults.push(...Search.performObjectSearch(term, objectTerms))
);
// lookup as search terms in fulltext
normalResults.push(...Search.performTermsSearch(searchTerms, excludedTerms));
// let the scorer override scores with a custom scoring function
if (Scorer.score) {
normalResults.forEach((item) => (item[4] = Scorer.score(item)));
nonMainIndexResults.forEach((item) => (item[4] = Scorer.score(item)));
}
// Sort each group of results by score and then alphabetically by name.
normalResults.sort(_orderResultsByScoreThenName);
nonMainIndexResults.sort(_orderResultsByScoreThenName);
// Combine the result groups in (reverse) order.
// Non-main index entries are typically arbitrary cross-references,
// so display them after other results.
let results = [...nonMainIndexResults, ...normalResults];
// remove duplicate search results
// note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept
let seen = new Set();
results = results.reverse().reduce((acc, result) => {
let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(',');
if (!seen.has(resultStr)) {
acc.push(result);
seen.add(resultStr);
}
return acc;
}, []);
return results.reverse();
},
query: (query) => {
const [searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms] = Search._parseQuery(query);
const results = Search._performSearch(searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms);
// for debugging
//Search.lastresults = results.slice(); // a copy
// console.info("search results:", Search.lastresults);
// print the results
_displayNextItem(results, results.length, searchTerms, highlightTerms);
},
/**
* search for object names
*/
performObjectSearch: (object, objectTerms) => {
const filenames = Search._index.filenames;
const docNames = Search._index.docnames;
const objects = Search._index.objects;
const objNames = Search._index.objnames;
const titles = Search._index.titles;
const results = [];
const objectSearchCallback = (prefix, match) => {
const name = match[4]
const fullname = (prefix ? prefix + "." : "") + name;
const fullnameLower = fullname.toLowerCase();
if (fullnameLower.indexOf(object) < 0) return;
let score = 0;
const parts = fullnameLower.split(".");
// check for different match types: exact matches of full name or
// "last name" (i.e. last dotted part)
if (fullnameLower === object || parts.slice(-1)[0] === object)
score += Scorer.objNameMatch;
else if (parts.slice(-1)[0].indexOf(object) > -1)
score += Scorer.objPartialMatch; // matches in last name
const objName = objNames[match[1]][2];
const title = titles[match[0]];
// If more than one term searched for, we require other words to be
// found in the name/title/description
const otherTerms = new Set(objectTerms);
otherTerms.delete(object);
if (otherTerms.size > 0) {
const haystack = `${prefix} ${name} ${objName} ${title}`.toLowerCase();
if (
[...otherTerms].some((otherTerm) => haystack.indexOf(otherTerm) < 0)
)
return;
}
let anchor = match[3];
if (anchor === "") anchor = fullname;
else if (anchor === "-") anchor = objNames[match[1]][1] + "-" + fullname;
const descr = objName + _(", in ") + title;
// add custom score for some objects according to scorer
if (Scorer.objPrio.hasOwnProperty(match[2]))
score += Scorer.objPrio[match[2]];
else score += Scorer.objPrioDefault;
results.push([
docNames[match[0]],
fullname,
"#" + anchor,
descr,
score,
filenames[match[0]],
]);
};
Object.keys(objects).forEach((prefix) =>
objects[prefix].forEach((array) =>
objectSearchCallback(prefix, array)
)
);
return results;
},
/**
* search for full-text terms in the index
*/
performTermsSearch: (searchTerms, excludedTerms) => {
// prepare search
const terms = Search._index.terms;
const titleTerms = Search._index.titleterms;
const filenames = Search._index.filenames;
const docNames = Search._index.docnames;
const titles = Search._index.titles;
const scoreMap = new Map();
const fileMap = new Map();
// perform the search on the required terms
searchTerms.forEach((word) => {
const files = [];
const arr = [
{ files: terms[word], score: Scorer.term },
{ files: titleTerms[word], score: Scorer.title },
];
// add support for partial matches
if (word.length > 2) {
const escapedWord = _escapeRegExp(word);
if (!terms.hasOwnProperty(word)) {
Object.keys(terms).forEach((term) => {
if (term.match(escapedWord))
arr.push({ files: terms[term], score: Scorer.partialTerm });
});
}
if (!titleTerms.hasOwnProperty(word)) {
Object.keys(titleTerms).forEach((term) => {
if (term.match(escapedWord))
arr.push({ files: titleTerms[term], score: Scorer.partialTitle });
});
}
}
// no match but word was a required one
if (arr.every((record) => record.files === undefined)) return;
// found search word in contents
arr.forEach((record) => {
if (record.files === undefined) return;
let recordFiles = record.files;
if (recordFiles.length === undefined) recordFiles = [recordFiles];
files.push(...recordFiles);
// set score for the word in each file
recordFiles.forEach((file) => {
if (!scoreMap.has(file)) scoreMap.set(file, {});
scoreMap.get(file)[word] = record.score;
});
});
// create the mapping
files.forEach((file) => {
if (!fileMap.has(file)) fileMap.set(file, [word]);
else if (fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word);
});
});
// now check if the files don't contain excluded terms
const results = [];
for (const [file, wordList] of fileMap) {
// check if all requirements are matched
// as search terms with length < 3 are discarded
const filteredTermCount = [...searchTerms].filter(
(term) => term.length > 2
).length;
if (
wordList.length !== searchTerms.size &&
wordList.length !== filteredTermCount
)
continue;
// ensure that none of the excluded terms is in the search result
if (
[...excludedTerms].some(
(term) =>
terms[term] === file ||
titleTerms[term] === file ||
(terms[term] || []).includes(file) ||
(titleTerms[term] || []).includes(file)
)
)
break;
// select one (max) score for the file.
const score = Math.max(...wordList.map((w) => scoreMap.get(file)[w]));
// add result to the result list
results.push([
docNames[file],
titles[file],
"",
null,
score,
filenames[file],
]);
}
return results;
},
/**
* helper function to return a node containing the
* search summary for a given text. keywords is a list
* of stemmed words.
*/
makeSearchSummary: (htmlText, keywords, anchor) => {
const text = Search.htmlToText(htmlText, anchor);
if (text === "") return null;
const textLower = text.toLowerCase();
const actualStartPosition = [...keywords]
.map((k) => textLower.indexOf(k.toLowerCase()))
.filter((i) => i > -1)
.slice(-1)[0];
const startWithContext = Math.max(actualStartPosition - 120, 0);
const top = startWithContext === 0 ? "" : "...";
const tail = startWithContext + 240 < text.length ? "..." : "";
let summary = document.createElement("p");
summary.classList.add("context");
summary.textContent = top + text.substr(startWithContext, 240).trim() + tail;
return summary;
},
};
_ready(Search.init);

View File

@ -1,296 +0,0 @@
/* Some sane resets. */
html {
height: 100%;
}
body {
margin: 0;
min-height: 100%;
}
/* All the flexbox magic! */
body,
.sb-announcement,
.sb-content,
.sb-main,
.sb-container,
.sb-container__inner,
.sb-article-container,
.sb-footer-content,
.sb-header,
.sb-header-secondary,
.sb-footer {
display: flex;
}
/* These order things vertically */
body,
.sb-main,
.sb-article-container {
flex-direction: column;
}
/* Put elements in the center */
.sb-header,
.sb-header-secondary,
.sb-container,
.sb-content,
.sb-footer,
.sb-footer-content {
justify-content: center;
}
/* Put elements at the ends */
.sb-article-container {
justify-content: space-between;
}
/* These elements grow. */
.sb-main,
.sb-content,
.sb-container,
article {
flex-grow: 1;
}
/* Because padding making this wider is not fun */
article {
box-sizing: border-box;
}
/* The announcements element should never be wider than the page. */
.sb-announcement {
max-width: 100%;
}
.sb-sidebar-primary,
.sb-sidebar-secondary {
flex-shrink: 0;
width: 17rem;
}
.sb-announcement__inner {
justify-content: center;
box-sizing: border-box;
height: 3rem;
overflow-x: auto;
white-space: nowrap;
}
/* Sidebars, with checkbox-based toggle */
.sb-sidebar-primary,
.sb-sidebar-secondary {
position: fixed;
height: 100%;
top: 0;
}
.sb-sidebar-primary {
left: -17rem;
transition: left 250ms ease-in-out;
}
.sb-sidebar-secondary {
right: -17rem;
transition: right 250ms ease-in-out;
}
.sb-sidebar-toggle {
display: none;
}
.sb-sidebar-overlay {
position: fixed;
top: 0;
width: 0;
height: 0;
transition: width 0ms ease 250ms, height 0ms ease 250ms, opacity 250ms ease;
opacity: 0;
background-color: rgba(0, 0, 0, 0.54);
}
#sb-sidebar-toggle--primary:checked
~ .sb-sidebar-overlay[for="sb-sidebar-toggle--primary"],
#sb-sidebar-toggle--secondary:checked
~ .sb-sidebar-overlay[for="sb-sidebar-toggle--secondary"] {
width: 100%;
height: 100%;
opacity: 1;
transition: width 0ms ease, height 0ms ease, opacity 250ms ease;
}
#sb-sidebar-toggle--primary:checked ~ .sb-container .sb-sidebar-primary {
left: 0;
}
#sb-sidebar-toggle--secondary:checked ~ .sb-container .sb-sidebar-secondary {
right: 0;
}
/* Full-width mode */
.drop-secondary-sidebar-for-full-width-content
.hide-when-secondary-sidebar-shown {
display: none !important;
}
.drop-secondary-sidebar-for-full-width-content .sb-sidebar-secondary {
display: none !important;
}
/* Mobile views */
.sb-page-width {
width: 100%;
}
.sb-article-container,
.sb-footer-content__inner,
.drop-secondary-sidebar-for-full-width-content .sb-article,
.drop-secondary-sidebar-for-full-width-content .match-content-width {
width: 100vw;
}
.sb-article,
.match-content-width {
padding: 0 1rem;
box-sizing: border-box;
}
@media (min-width: 32rem) {
.sb-article,
.match-content-width {
padding: 0 2rem;
}
}
/* Tablet views */
@media (min-width: 42rem) {
.sb-article-container {
width: auto;
}
.sb-footer-content__inner,
.drop-secondary-sidebar-for-full-width-content .sb-article,
.drop-secondary-sidebar-for-full-width-content .match-content-width {
width: 42rem;
}
.sb-article,
.match-content-width {
width: 42rem;
}
}
@media (min-width: 46rem) {
.sb-footer-content__inner,
.drop-secondary-sidebar-for-full-width-content .sb-article,
.drop-secondary-sidebar-for-full-width-content .match-content-width {
width: 46rem;
}
.sb-article,
.match-content-width {
width: 46rem;
}
}
@media (min-width: 50rem) {
.sb-footer-content__inner,
.drop-secondary-sidebar-for-full-width-content .sb-article,
.drop-secondary-sidebar-for-full-width-content .match-content-width {
width: 50rem;
}
.sb-article,
.match-content-width {
width: 50rem;
}
}
/* Tablet views */
@media (min-width: 59rem) {
.sb-sidebar-secondary {
position: static;
}
.hide-when-secondary-sidebar-shown {
display: none !important;
}
.sb-footer-content__inner,
.drop-secondary-sidebar-for-full-width-content .sb-article,
.drop-secondary-sidebar-for-full-width-content .match-content-width {
width: 59rem;
}
.sb-article,
.match-content-width {
width: 42rem;
}
}
@media (min-width: 63rem) {
.sb-footer-content__inner,
.drop-secondary-sidebar-for-full-width-content .sb-article,
.drop-secondary-sidebar-for-full-width-content .match-content-width {
width: 63rem;
}
.sb-article,
.match-content-width {
width: 46rem;
}
}
@media (min-width: 67rem) {
.sb-footer-content__inner,
.drop-secondary-sidebar-for-full-width-content .sb-article,
.drop-secondary-sidebar-for-full-width-content .match-content-width {
width: 67rem;
}
.sb-article,
.match-content-width {
width: 50rem;
}
}
/* Desktop views */
@media (min-width: 76rem) {
.sb-sidebar-primary {
position: static;
}
.hide-when-primary-sidebar-shown {
display: none !important;
}
.sb-footer-content__inner,
.drop-secondary-sidebar-for-full-width-content .sb-article,
.drop-secondary-sidebar-for-full-width-content .match-content-width {
width: 59rem;
}
.sb-article,
.match-content-width {
width: 42rem;
}
}
/* Full desktop views */
@media (min-width: 80rem) {
.sb-article,
.match-content-width {
width: 46rem;
}
.sb-footer-content__inner,
.drop-secondary-sidebar-for-full-width-content .sb-article,
.drop-secondary-sidebar-for-full-width-content .match-content-width {
width: 63rem;
}
}
@media (min-width: 84rem) {
.sb-article,
.match-content-width {
width: 50rem;
}
.sb-footer-content__inner,
.drop-secondary-sidebar-for-full-width-content .sb-article,
.drop-secondary-sidebar-for-full-width-content .match-content-width {
width: 67rem;
}
}
@media (min-width: 88rem) {
.sb-footer-content__inner,
.drop-secondary-sidebar-for-full-width-content .sb-article,
.drop-secondary-sidebar-for-full-width-content .match-content-width {
width: 67rem;
}
.sb-page-width {
width: 88rem;
}
}

View File

@ -1,154 +0,0 @@
/* Highlighting utilities for Sphinx HTML documentation. */
"use strict";
const SPHINX_HIGHLIGHT_ENABLED = true
/**
* highlight a given string on a node by wrapping it in
* span elements with the given class name.
*/
const _highlight = (node, addItems, text, className) => {
if (node.nodeType === Node.TEXT_NODE) {
const val = node.nodeValue;
const parent = node.parentNode;
const pos = val.toLowerCase().indexOf(text);
if (
pos >= 0 &&
!parent.classList.contains(className) &&
!parent.classList.contains("nohighlight")
) {
let span;
const closestNode = parent.closest("body, svg, foreignObject");
const isInSVG = closestNode && closestNode.matches("svg");
if (isInSVG) {
span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
} else {
span = document.createElement("span");
span.classList.add(className);
}
span.appendChild(document.createTextNode(val.substr(pos, text.length)));
const rest = document.createTextNode(val.substr(pos + text.length));
parent.insertBefore(
span,
parent.insertBefore(
rest,
node.nextSibling
)
);
node.nodeValue = val.substr(0, pos);
/* There may be more occurrences of search term in this node. So call this
* function recursively on the remaining fragment.
*/
_highlight(rest, addItems, text, className);
if (isInSVG) {
const rect = document.createElementNS(
"http://www.w3.org/2000/svg",
"rect"
);
const bbox = parent.getBBox();
rect.x.baseVal.value = bbox.x;
rect.y.baseVal.value = bbox.y;
rect.width.baseVal.value = bbox.width;
rect.height.baseVal.value = bbox.height;
rect.setAttribute("class", className);
addItems.push({ parent: parent, target: rect });
}
}
} else if (node.matches && !node.matches("button, select, textarea")) {
node.childNodes.forEach((el) => _highlight(el, addItems, text, className));
}
};
const _highlightText = (thisNode, text, className) => {
let addItems = [];
_highlight(thisNode, addItems, text, className);
addItems.forEach((obj) =>
obj.parent.insertAdjacentElement("beforebegin", obj.target)
);
};
/**
* Small JavaScript module for the documentation.
*/
const SphinxHighlight = {
/**
* highlight the search words provided in localstorage in the text
*/
highlightSearchWords: () => {
if (!SPHINX_HIGHLIGHT_ENABLED) return; // bail if no highlight
// get and clear terms from localstorage
const url = new URL(window.location);
const highlight =
localStorage.getItem("sphinx_highlight_terms")
|| url.searchParams.get("highlight")
|| "";
localStorage.removeItem("sphinx_highlight_terms")
url.searchParams.delete("highlight");
window.history.replaceState({}, "", url);
// get individual terms from highlight string
const terms = highlight.toLowerCase().split(/\s+/).filter(x => x);
if (terms.length === 0) return; // nothing to do
// There should never be more than one element matching "div.body"
const divBody = document.querySelectorAll("div.body");
const body = divBody.length ? divBody[0] : document.querySelector("body");
window.setTimeout(() => {
terms.forEach((term) => _highlightText(body, term, "highlighted"));
}, 10);
const searchBox = document.getElementById("searchbox");
if (searchBox === null) return;
searchBox.appendChild(
document
.createRange()
.createContextualFragment(
'<p class="highlight-link">' +
'<a href="javascript:SphinxHighlight.hideSearchWords()">' +
_("Hide Search Matches") +
"</a></p>"
)
);
},
/**
* helper function to hide the search marks again
*/
hideSearchWords: () => {
document
.querySelectorAll("#searchbox .highlight-link")
.forEach((el) => el.remove());
document
.querySelectorAll("span.highlighted")
.forEach((el) => el.classList.remove("highlighted"));
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<section id="co3-package-docs">
<h1><code class="docutils literal notranslate"><span class="pre">co3</span></code> package docs<a class="headerlink" href="#co3-package-docs" title="Link to this heading"></a></h1>
<p><a class="reference internal" href="genindex.html"><span class="std std-ref">Index</span></a>
<a class="reference internal" href="py-modindex.html"><span class="std std-ref">Module Index</span></a>
<a class="reference internal" href="search.html"><span class="std std-ref">Search Page</span></a></p>
<div class="table-wrapper autosummary longtable docutils container">
<table class="autosummary longtable docutils align-default">
<tbody>
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">co3.Accessor</span></code></p></td>
<td><p>Access wrapper class for complex queries and easy integration with Composer tables.</p></td>
</tr>
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">co3.Collector</span></code></p></td>
<td><p></p></td>
</tr>
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">co3.CO3</span></code></p></td>
<td><p>Conversion &amp; DB insertion base class</p></td>
</tr>
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">co3.Database</span></code></p></td>
<td><p>Generic Database definition</p></td>
</tr>
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">co3.Indexer</span></code></p></td>
<td><p>Indexer class</p></td>
</tr>
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">co3.Manager</span></code></p></td>
<td><p>Management wrapper class for table groupings.</p></td>
</tr>
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">co3.Mapper</span></code></p></td>
<td><p>Mapper base class for housing schema components and managing relationships between CO3 types and storage components (of type C).</p></td>
</tr>
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">co3.Component</span></code></p></td>
<td><p></p></td>
</tr>
<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">co3.Schema</span></code></p></td>
<td><p></p></td>
</tr>
<tr class="row-even"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">co3.Engine</span></code></p></td>
<td><p>Engine base class.</p></td>
</tr>
</tbody>
</table>
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<ul>
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<li class="toctree-l2"><a class="reference internal" href="_autoref/co3.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.accessors.html">co3.accessors package</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.components.html">co3.components package</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.databases.html">co3.databases package</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.engines.html">co3.engines package</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.managers.html">co3.managers package</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.mappers.html">co3.mappers package</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.schemas.html">co3.schemas package</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.util.html">co3.util package</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="_autoref/co3.html#submodules">Submodules</a><ul>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.accessor.html">co3.accessor module</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.co3.html">co3.co3 module</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.collector.html">co3.collector module</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.component.html">co3.component module</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.database.html">co3.database module</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.engine.html">co3.engine module</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.indexer.html">co3.indexer module</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.manager.html">co3.manager module</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.mapper.html">co3.mapper module</a></li>
<li class="toctree-l3"><a class="reference internal" href="_autoref/co3.schema.html">co3.schema module</a></li>
</ul>
</li>
</ul>
</li>
</ul>
</div>
<div class="toctree-wrapper compound">
<p class="caption" role="heading"><span class="caption-text">Contents</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="reference/documentation/index.html">Documentation</a></li>
</ul>
</div>
</section>
<section id="overview">
<h1>Overview<a class="headerlink" href="#overview" title="Link to this heading"></a></h1>
<p><code class="docutils literal notranslate"><span class="pre">co3</span></code> is a package for file conversion and associated database operations. The <code class="docutils literal notranslate"><span class="pre">CO3</span></code> base class
provides a standard interface for performing conversions, preparing inserts, and
interacting with database schemas that mirror the class hierarchy.</p>
<p>Simplified description of the operational model:</p>
<p><strong>Goal</strong>: interact with a storage medium (database, pickled structure, VSS framework) with
a known schema.</p>
<ul class="simple">
<li><p><strong>Accessor</strong> to provide access to stored items</p></li>
<li><p><strong>Composer</strong> to compose common access points (e.g., JOINed tables)</p></li>
<li><p><strong>Indexer</strong> to index/cache access queries</p></li>
<li><p><strong>Manager</strong> to manage storage state (e.g., supported inserts, database syncs)</p></li>
<li><p><strong>Collector</strong> to collect data for updating storage state</p></li>
<li><p><strong>Database</strong> to collect data for updating storage state</p></li>
<li><p><strong>Mapper</strong> to collect data for updating storage state</p></li>
<li><p><strong>Component</strong> to collect data for updating storage state</p></li>
</ul>
<p><strong>CO3</strong> is an abstract base class that makes it easy to integrate this model with object
hierarchies that mirror a storage schema.</p>
</section>
<section id="detailed-structural-breakdown">
<h1>Detailed structural breakdown<a class="headerlink" href="#detailed-structural-breakdown" title="Link to this heading"></a></h1>
<p>There are a few pillars of the CO3 model that meaningfully group up functionality:</p>
<ul class="simple">
<li><p>Database: generic to a Component type, provides basic connection to a database at a
specific address/location. The explicit Component type makes it easy to hook into
appropriately typed functional objects:</p>
<ul>
<li><p>Manager: generic to a Component and Database type, provides a supported set of
state-modifying operations to a constituent database</p></li>
<li><p>Accessor: generic to a Component and Database type, provides a supported set of
state inspection operations on a constituent database</p></li>
<li><p>Indexer:</p></li>
</ul>
</li>
<li><p>Mapper: generic to a Component, serves as the fundamental connective component between
types in the data representation hierarchy (CO3 subclasses) and database Components.</p></li>
</ul>
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<div class="highlight-default notranslate"><div class="highlight"><pre><span></span># &lt;Topic&gt;
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...
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<li><p>Documents are actually generated by calling the <code class="docutils literal notranslate"><span class="pre">sphinx-apidoc</span></code> CLI command. The
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<div class="highlight-sh notranslate"><div class="highlight"><pre><span></span>sphinx-apidoc<span class="w"> </span>--module-first<span class="w"> </span>-o<span class="w"> </span>docs/sphinx/_autoref/<span class="w"> </span>localsys
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<p><strong>Page hierarchies</strong>: the following will generate link hierarchy according to the provided
pages:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>\`\`\`{toctree}
:maxdepth: &lt;n&gt;
:caption: &lt;caption&gt;
:hidden:
example-file-1
example-file-2
example-dir/index
...
\`\`\`
</pre></div>
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<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">:maxdepth:</span></code> limits the depth of nesting</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">:caption:</span></code> title for the group of pages</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">:hidden:</span></code> if provided, links will only show in the sidebar (hidden on the page)</p></li>
<li><p>Constituent files: listed files will be rendered as a link directly. If a listed file
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clicking directly on the dropdown header will show that pages content. Files found in
the tree will be placed as links under the dropdown, recursively subject to same rules
described here.</p></li>
</ul>
<p><strong>Include files</strong>: the following will include file content
pages:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>\`\`\`{include} README.md
\`\`\`
</pre></div>
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<p><strong>Reference directives</strong></p>
</section>
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@ -12,6 +12,8 @@ from co3 import util
class Vegetable(CO3):
def __init__(self, name, color):
super().__init__()
self.name = name
self.color = color