From 6bf6cb996ca84e18db918a1a73a04741342d849c Mon Sep 17 00:00:00 2001
From: jcrist <jcrist@users.noreply.github.com>
Date: Mon, 14 Oct 2024 19:28:54 +0000
Subject: [PATCH] deploy: ced7135513eab14ef8a679e8aa8ba481cbc08709

---
 _sources/structs.rst.txt | 1 +
 api.html                 | 2 +-
 searchindex.js           | 2 +-
 structs.html             | 1 +
 4 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/_sources/structs.rst.txt b/_sources/structs.rst.txt
index c23d96fc..03667d0c 100644
--- a/_sources/structs.rst.txt
+++ b/_sources/structs.rst.txt
@@ -38,6 +38,7 @@ annotations:
 - ``__init__``
 - ``__repr__``
 - ``__copy__``
+- ``__replace__``
 - ``__eq__`` & ``__ne__``
 - ``__match_args__`` (for Python 3.10+'s `pattern matching`_)
 - ``__rich_repr__`` (for pretty printing support with rich_)
diff --git a/api.html b/api.html
index 734e0638..69365ec6 100644
--- a/api.html
+++ b/api.html
@@ -497,7 +497,7 @@ <h2>Structs<a class="headerlink" href="#structs" title="Permalink to this headin
 </div>
 <div class="admonition seealso">
 <p class="admonition-title">See also</p>
-<p><a class="reference external" href="https://docs.python.org/3/library/dataclasses.html#dataclasses.replace" title="(in Python v3.13)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dataclasses.replace</span></code></a></p>
+<p><a class="reference external" href="https://docs.python.org/3/library/copy.html#copy.replace" title="(in Python v3.13)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">copy.replace</span></code></a>, <a class="reference external" href="https://docs.python.org/3/library/dataclasses.html#dataclasses.replace" title="(in Python v3.13)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">dataclasses.replace</span></code></a></p>
 </div>
 </dd></dl>
 
diff --git a/searchindex.js b/searchindex.js
index 90f16085..ea6a871b 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["api", "benchmarks", "changelog", "constraints", "converters", "examples/asyncio-kv", "examples/conda-repodata", "examples/edgedb", "examples/geojson", "examples/index", "examples/pyproject-toml", "extending", "index", "inspect", "install", "jsonschema", "perf-tips", "schema-evolution", "structs", "supported-types", "usage", "why"], "filenames": ["api.rst", "benchmarks.rst", "changelog.rst", "constraints.rst", "converters.rst", "examples/asyncio-kv.rst", "examples/conda-repodata.rst", "examples/edgedb.rst", "examples/geojson.rst", "examples/index.rst", "examples/pyproject-toml.rst", "extending.rst", "index.rst", "inspect.rst", "install.rst", "jsonschema.rst", "perf-tips.rst", "schema-evolution.rst", "structs.rst", "supported-types.rst", "usage.rst", "why.rst"], "titles": ["API Docs", "Benchmarks", "Changelog", "Constraints", "Converters", "Asyncio TCP Key-Value Server", "Conda Repodata", "Usage with EdgeDB", "GeoJSON", "Examples", "Parsing <code class=\"docutils literal notranslate\"><span class=\"pre\">pyproject.toml</span></code>", "Extending", "msgspec", "Inspecting Types", "Installation", "JSON Schema", "Performance Tips", "Schema Evolution", "Structs", "Supported Types", "Usage", "Why msgspec?"], "terms": {"class": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 19, 20, 21], "msgspec": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20], "A": [0, 1, 2, 3, 5, 8, 10, 12, 13, 15, 16, 17, 18, 19, 20], "base": [0, 2, 10, 14, 18, 19], "defin": [0, 1, 2, 5, 6, 7, 8, 10, 12, 16, 17, 18, 19, 20], "effici": [0, 1, 2, 5, 6, 7, 13, 16, 17, 18, 19, 20, 21], "serializ": 0, "object": [0, 1, 2, 3, 4, 6, 7, 8, 10, 11, 12, 13, 15, 16, 18, 19, 20, 21], "field": [0, 2, 4, 6, 7, 8, 10, 13, 17, 19, 21], "ar": [0, 1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 15, 16, 18, 19, 20, 21], "us": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 17, 18, 19, 20, 21], "type": [0, 1, 2, 3, 4, 5, 6, 8, 10, 12, 15, 16, 17, 21], "annot": [0, 2, 3, 5, 8, 10, 11, 12, 13, 15, 17, 18, 19, 20, 21], "mai": [0, 1, 2, 3, 4, 7, 8, 11, 12, 13, 14, 16, 18, 19], "option": [0, 1, 2, 4, 6, 8, 12, 15, 16, 17, 18, 20, 21], "have": [0, 1, 2, 4, 7, 10, 11, 16, 17, 18, 19], "default": [0, 2, 3, 4, 7, 8, 10, 11, 13, 15, 17, 19, 20], "valu": [0, 2, 3, 4, 6, 8, 9, 10, 11, 15, 17, 19], "which": [0, 1, 3, 7, 10, 11, 13, 16, 18, 19], "result": [0, 1, 2, 4, 5, 6, 8, 10, 11, 16, 18, 19], "keyword": [0, 2, 4, 10, 18, 20], "paramet": [0, 2, 18, 19], "constructor": [0, 2], "automat": [0, 2, 7, 18, 19], "__init__": [0, 2, 5, 18], "__eq__": [0, 2, 18], "__repr__": [0, 18], "__copy__": [0, 18], "method": [0, 2, 7, 8, 11, 16, 18, 19, 20], "addit": [0, 1, 2, 4, 7, 10, 11, 12, 13, 14, 18, 19], "can": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 16, 17, 18, 19, 20, 21], "need": [0, 1, 2, 3, 6, 7, 11, 16, 17, 18, 19, 20, 21], "note": [0, 3, 5, 7, 10, 11, 13, 14, 16, 18, 19, 20], "__new__": [0, 18], "cannot": [0, 18], "overridden": [0, 18], "other": [0, 1, 2, 4, 8, 11, 12, 16, 18, 19, 20, 21], "tupl": [0, 2, 3, 4, 6, 8, 11, 18], "name": [0, 1, 2, 3, 6, 7, 8, 10, 12, 13, 15, 16, 17, 18, 19, 20], "i": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21], "avail": [0, 2, 18], "via": [0, 2, 11, 14, 18, 20, 21], "__struct_fields__": [0, 18], "attribut": [0, 2, 4, 6, 18, 19, 21], "enabl": [0, 2, 4, 16, 18], "pass": [0, 1, 2, 5, 10, 11, 16, 18, 19, 20], "definit": [0, 2, 10, 16, 17], "see": [0, 1, 2, 3, 4, 6, 8, 13, 16, 18, 19, 20], "exampl": [0, 2, 3, 4, 5, 6, 7, 8, 10, 11, 13, 16, 17, 18, 19, 20], "below": [0, 8, 11], "These": [0, 2, 3, 4, 7, 11, 18, 19], "configur": [0, 2, 4, 10, 11, 16, 18], "also": [0, 1, 2, 3, 7, 8, 10, 12, 13, 16, 18, 19, 21], "runtim": [0, 2, 19, 20, 21], "through": [0, 2, 7, 12, 18, 19, 20], "__struct_config__": [0, 2], "frozen": [0, 2, 19], "bool": [0, 2, 4, 13, 18], "fals": [0, 1, 2, 3, 4, 13, 18, 19, 20], "whether": [0, 3, 4, 10, 18, 19], "instanc": [0, 1, 2, 7, 13, 19], "thi": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21], "pseudo": 0, "immut": [0, 2, 18], "If": [0, 2, 3, 4, 5, 7, 11, 12, 14, 16, 17, 18, 19, 20, 21], "true": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 13, 17, 18, 19], "assign": [0, 18, 19], "disabl": [0, 2, 16, 19], "correspond": [0, 5, 13, 15, 18, 19], "__hash__": [0, 18], "order": [0, 1, 2, 16, 19, 21], "__lt__": [0, 18], "__le__": [0, 18], "__gt__": [0, 18], "__ge__": [0, 18], "gener": [0, 2, 13, 15, 18], "eq": [0, 2, 18], "an": [0, 1, 2, 3, 4, 5, 7, 8, 10, 11, 13, 17, 18, 19, 20, 21], "set": [0, 2, 3, 4, 5, 8, 10, 12, 15, 16, 17, 18, 20], "compar": [0, 1, 6, 8, 12, 18, 19], "ident": [0, 4, 18, 19], "alon": [0, 1, 12], "kw_onli": [0, 1, 2, 18], "all": [0, 1, 2, 4, 5, 6, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19], "treat": [0, 2, 3, 4, 19], "onli": [0, 1, 2, 3, 4, 6, 10, 16, 17, 18, 19], "argument": [0, 2, 4, 11, 18, 20], "omit_default": [0, 2, 10, 16, 18], "should": [0, 2, 4, 10, 11, 12, 16, 18, 19, 21], "omit": [0, 2, 10, 16, 19], "from": [0, 2, 3, 4, 5, 6, 8, 10, 13, 15, 16, 17, 18, 19, 21], "encod": [0, 1, 2, 4, 5, 8, 10, 11, 12, 15, 17, 19], "reduc": [0, 1, 2, 18], "messag": [0, 1, 2, 3, 4, 5, 8, 10, 11, 12, 16, 17, 18, 19, 20, 21], "size": [0, 2, 6, 12, 16, 18], "often": [0, 3, 16, 18, 20], "improv": [0, 2, 10, 16, 18, 19], "decod": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 17, 19, 21], "perform": [0, 1, 2, 6, 8, 12, 18, 19, 20], "forbid_unknown_field": [0, 2, 10, 13, 18], "error": [0, 2, 4, 5, 8, 10, 17, 18, 19, 20, 21], "rais": [0, 2, 4, 5, 7, 10, 11, 18, 19, 20, 21], "unknown": [0, 2, 10, 17, 19], "encount": [0, 16, 18], "while": [0, 2, 3, 5, 6, 8, 11, 12, 13, 16, 18, 19, 21], "skip": [0, 1, 17, 18], "tag": [0, 1, 2, 5, 8, 13, 15, 19], "str": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18, 20], "int": [0, 1, 2, 3, 4, 5, 6, 8, 11, 12, 13, 15, 16, 18, 20], "callabl": [0, 18], "none": [0, 1, 2, 3, 4, 5, 8, 10, 12, 13, 15, 17, 18, 20], "along": [0, 4, 7, 11, 15, 16], "tag_field": [0, 13, 18], "union": [0, 2, 5, 8], "support": [0, 2, 3, 4, 10, 11, 12, 13, 14, 16, 17, 18, 20, 21], "either": [0, 2, 3, 14, 18, 19], "non": [0, 2, 3, 4, 7, 16, 18], "consid": [0, 11, 18, 19], "In": [0, 1, 2, 4, 5, 7, 8, 10, 12, 13, 18, 19], "case": [0, 1, 2, 4, 5, 10, 11, 13, 18, 19, 20], "extra": [0, 1, 2, 10, 14, 19], "ad": [0, 2, 3, 4, 7, 12, 18, 20], "differenti": [0, 2, 8, 19], "dure": [0, 1, 2, 6, 11, 12, 18, 19, 20], "altern": [0, 1, 2, 12, 16, 19], "you": [0, 1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21], "provid": [0, 1, 2, 4, 8, 9, 11, 12, 13, 15, 16, 18, 19, 20], "string": [0, 1, 2, 4, 7, 10, 11, 15, 16, 18, 19, 20], "less": [0, 1, 3, 16, 18, 19, 21], "commonli": [0, 2, 16, 18], "directli": [0, 7, 11, 16, 18, 19], "e": [0, 1, 2, 3, 11, 16, 18, 19, 20], "g": [0, 1, 2, 11, 16, 18, 19, 20], "my": [0, 1, 16, 18], "take": [0, 1, 4, 6, 8, 13, 18], "qualnam": [0, 18], "return": [0, 4, 5, 6, 7, 10, 11, 18, 19], "valid": [0, 2, 3, 4, 5, 8, 10, 12, 13, 19, 20, 21], "lower": [0, 18, 19], "more": [0, 1, 2, 3, 4, 6, 8, 13, 16, 18, 19, 20, 21], "inform": [0, 1, 2, 4, 6, 8, 11, 13, 16, 18, 19, 20], "The": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20], "abov": [0, 1, 3, 4, 7, 8, 10, 16, 18, 19, 20, 21], "renam": [0, 2, 10], "map": [0, 2, 15, 18, 19], "control": 0, "when": [0, 1, 2, 3, 8, 10, 11, 15, 16, 18, 19], "one": [0, 1, 4, 8, 11, 12, 16, 18, 19], "upper": [0, 18], "camel": [0, 2, 18], "pascal": [0, 2, 18], "kebab": [0, 2, 10], "lowercas": [0, 18, 19], "uppercas": [0, 18], "camelcas": [0, 2, 18], "pascalcas": [0, 18], "respect": [0, 2, 7, 12, 19, 20], "miss": [0, 5, 8, 17, 18, 19, 21], "new": [0, 1, 2, 5, 6, 7, 10, 11, 12, 16, 17, 18, 19], "repr_omit_default": [0, 2], "repr": [0, 2], "array_lik": [0, 2, 13, 17, 18, 19], "arrai": [0, 2, 3, 10, 15, 16, 19], "like": [0, 1, 2, 4, 6, 10, 12, 13, 15, 16, 18, 19, 20, 21], "rather": [0, 1, 2, 3, 4, 19, 20, 21], "than": [0, 1, 2, 3, 4, 6, 8, 11, 12, 13, 16, 18, 19, 20, 21], "dict": [0, 1, 2, 3, 4, 5, 6, 8, 10, 13, 16, 18, 20, 21], "cost": [0, 1, 6, 12, 16, 18, 19, 20], "inscrut": [0, 16, 18], "gc": [0, 1, 2, 18], "garbag": [0, 2, 16], "collect": [0, 2, 11, 16, 19], "help": [0, 2, 10, 21], "pressur": [0, 1], "prevent": [0, 2, 18], "refer": [0, 2, 11, 16, 18], "cycl": [0, 16, 18], "compos": [0, 1, 2, 4, 7, 11, 19], "being": [0, 1, 2, 11, 19], "It": [0, 1, 2, 6, 7, 10, 12, 18, 19, 21], "user": [0, 1, 2, 3, 11, 12, 13, 16, 17, 18, 19, 20], "": [0, 1, 2, 3, 4, 6, 7, 8, 10, 12, 13, 14, 16, 18, 19, 20, 21], "respons": [0, 5, 18, 19], "ensur": [0, 2, 3, 8, 11, 18, 19], "don": [0, 2, 3, 6, 11, 13, 17, 18, 19, 21], "t": [0, 1, 2, 3, 4, 5, 6, 7, 10, 11, 13, 14, 16, 17, 18, 19, 20, 21], "occur": [0, 18, 19], "weakref": [0, 2], "weak": 0, "includ": [0, 1, 2, 4, 7, 10, 12, 13, 15, 16, 17, 18, 19], "__dict__": [0, 2], "allow": [0, 2, 11, 18, 20, 21], "undeclar": 0, "hold": [0, 10], "privat": 0, "state": [0, 1, 2, 16, 19], "cache_hash": [0, 2], "hash": [0, 2], "comput": 0, "most": [0, 1, 2, 3, 4, 8, 10, 11, 12, 18, 19, 20], "onc": [0, 2, 6, 16, 18, 19, 20], "cach": [0, 1, 2], "further": [0, 2, 18, 19], "reus": [0, 1, 3, 18, 19], "For": [0, 1, 2, 3, 4, 6, 10, 11, 12, 13, 16, 17, 18, 19, 20], "expens": [0, 18], "small": [0, 1, 2, 5, 6, 16], "amount": [0, 1], "memori": [0, 1, 2, 11, 16, 18, 19], "usag": [0, 1, 2, 5, 9, 11, 16, 19], "here": [0, 1, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 18, 19, 20, 21], "we": [0, 1, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 17, 18, 19, 20, 21], "describ": [0, 8, 12, 16, 18, 19, 20, 21], "dog": 0, "ha": [0, 1, 5, 10, 12, 13, 14, 16, 18, 19, 20, 21], "three": [0, 19], "two": [0, 1, 7, 8, 11, 18, 19], "requir": [0, 1, 2, 3, 7, 10, 11, 12, 13, 14, 15, 16, 18, 19], "breed": 0, "is_good_boi": 0, "snicker": 0, "corgi": 0, "part": [0, 5, 6, 11, 16, 18, 19], "point": [0, 3, 4, 8, 13, 18, 19], "x": [0, 4, 16, 18, 19], "float": [0, 2, 3, 4, 8, 11, 15, 18], "y": [0, 4, 18, 19], "1": [0, 1, 3, 4, 5, 7, 8, 10, 11, 12, 13, 15, 16, 18, 19, 20], "5": [0, 1, 4, 5, 8, 10, 12, 18, 19], "2": [0, 1, 3, 4, 5, 7, 8, 10, 11, 16, 18, 19, 20], "0": [0, 1, 3, 5, 8, 10, 11, 12, 13, 15, 18, 19], "hashabl": [0, 2, 4, 18, 19], "nodefault": [0, 2], "default_factori": [0, 2, 13, 18], "ani": [0, 1, 2, 4, 5, 6, 10, 11, 13, 16, 17, 18, 20], "zero": [0, 2, 12, 19], "function": [0, 1, 2, 4, 11, 13, 16, 18, 19, 20], "call": [0, 1, 2, 3, 4, 10, 12, 13, 16, 18, 19, 20], "per": [0, 1, 2, 8, 10, 18, 19], "constant": 0, "present": [0, 5, 10, 16, 18, 19], "overrid": [0, 2, 18], "level": [0, 2, 4, 8, 10, 16], "defstruct": [0, 2, 18], "modul": [0, 2, 3, 4, 7, 8, 12, 13, 18, 19, 20], "namespac": [0, 2], "dynam": [0, 2, 10, 18], "iter": [0, 2, 4, 13], "element": [0, 2, 19], "without": [0, 1, 2, 14, 16, 17, 18, 19, 21], "specifi": [0, 1, 2, 3, 4, 5, 10, 17, 18, 19, 20], "infer": [0, 2], "caller": 0, "stack": 0, "frame": [0, 5], "add": [0, 1, 2, 4, 5, 7, 17, 18, 19], "kwarg": [0, 2, 18], "import": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20], "email": [0, 10, 12, 13, 17, 18, 19, 20], "group": [0, 3, 12, 13, 17, 18, 19, 20], "alic": [0, 10, 12, 17, 18, 19, 20], "replac": [0, 1, 2], "chang": [0, 2, 13, 17, 18, 21], "creat": [0, 1, 2, 3, 5, 6, 8, 11, 16, 18, 19, 20], "same": [0, 1, 2, 3, 6, 7, 16, 18, 19], "origin": [0, 1, 18], "new_struct": 0, "obj": [0, 4, 7, 11], "3": [0, 1, 3, 4, 5, 7, 8, 10, 14, 15, 18, 19, 20], "dataclass": [0, 1, 2, 4, 7, 12, 16, 18], "asdict": [0, 2], "astupl": [0, 2], "to_builtin": [0, 2, 4], "force_setattr": [0, 2], "even": [0, 1, 10, 11, 18], "main": [0, 10, 13], "modifi": [0, 18], "__post_init__": [0, 2, 18, 19], "befor": [0, 1, 2, 5, 7, 18], "violat": 0, "guarante": [0, 12], "potenti": [0, 19], "unsaf": [0, 20], "know": [0, 7, 11, 16, 18, 19], "what": [0, 21], "re": [0, 1, 6, 7, 11, 12, 16, 18, 19, 20, 21], "do": [0, 1, 16, 18, 19, 21], "type_or_inst": 0, "get": [0, 2, 5, 6, 18, 19], "about": [0, 6, 16, 19], "fieldinfo": 0, "encode_nam": [0, 13], "factori": [0, 18], "record": [0, 7], "seen": 0, "python": [0, 1, 2, 4, 5, 6, 7, 8, 10, 12, 14, 16, 18, 19, 20, 21], "code": [0, 2, 4, 11, 13, 16, 17, 18, 19, 21], "field_on": [0, 18], "differ": [0, 1, 2, 4, 5, 6, 8, 18, 19, 21], "fieldon": [0, 18], "full": [0, 1, 2, 5, 6, 8, 10, 12, 16], "Will": [0, 8], "structconfig": 0, "given": [0, 11, 18, 19], "access": [0, 1, 2, 6, 20, 21], "expos": [0, 2, 16], "follow": [0, 1, 3, 4, 6, 7, 11, 16, 17, 18, 19, 21], "match": [0, 2, 3, 4, 5, 19, 20], "docstr": [0, 2], "detail": [0, 3, 16], "singleton": [0, 2, 19], "indic": [0, 1, 2, 18, 19], "gt": [0, 2, 3, 13, 15], "ge": [0, 3, 13], "lt": [0, 2, 3, 13], "le": [0, 3, 13], "multiple_of": [0, 3, 13], "pattern": [0, 1, 2, 3, 5, 11, 13, 19], "min_length": [0, 3, 13], "max_length": [0, 3, 13], "tz": [0, 2, 3, 19], "titl": [0, 7, 13, 15], "descript": [0, 2, 10, 13, 15], "extra_json_schema": [0, 13], "metadata": [0, 2, 6, 10, 13], "constraint": [0, 2, 10, 13, 15, 19], "must": [0, 3, 17, 18, 19], "greater": [0, 2, 3, 18], "equal": [0, 1, 3, 16], "multipl": [0, 2, 3, 13, 15, 16, 19, 20], "regex": [0, 3], "against": [0, 1, 2, 21], "unanchor": [0, 3], "mean": [0, 1, 3, 6, 7, 8, 11, 16, 17, 18], "search": 0, "length": [0, 2, 3, 5, 11, 15, 19], "timezon": [0, 2, 3, 7, 19], "datetim": [0, 1, 2, 4, 7], "time": [0, 1, 2, 3, 4, 6, 16, 18, 21], "awar": [0, 2, 3, 19], "naiv": [0, 2, 3, 19], "accept": [0, 3, 16, 19], "list": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 13, 15, 16, 18, 20], "recurs": 0, "merg": [0, 13], "conflict": [0, 18], "autogener": 0, "first": [0, 1, 6, 18, 19], "alia": [0, 19], "nonnegativeint": 0, "integ": [0, 2, 3, 5, 11, 15, 16, 18, 19, 20], "locat": 0, "second": [0, 1, 2, 19], "inlin": [0, 3], "restrict": [0, 2, 10, 18, 19], "maximum": [0, 3, 16], "32": [0, 2, 3, 11, 13, 19], "charact": [0, 2, 16, 19], "ag": [0, 19], "b": [0, 3, 7, 11, 12, 16, 18, 19, 20], "25": [0, 6, 19], "buffer": [0, 1, 2, 5, 11, 19], "contain": [0, 1, 2, 6, 7, 10, 11, 16, 18, 19], "common": [0, 1, 2, 4, 10, 12, 16, 18, 19], "won": [0, 10, 16, 18, 20, 21], "immedi": [0, 7], "instead": [0, 1, 2, 7, 16, 18, 19, 20], "view": [0, 11, 16, 19], "where": [0, 1, 2, 4, 16, 18, 19, 20], "whose": 0, "after": [0, 1, 2, 7, 18, 19], "wrap": [0, 2, 3, 4, 7, 13, 18, 19], "pre": [0, 1, 2, 4, 16, 19], "compon": [0, 2, 3, 15, 18, 19], "larger": [0, 7, 11, 15, 16, 19], "pai": [0, 6, 16], "them": [0, 6, 7, 8, 10, 16, 18, 19], "msg": [0, 4, 7, 10, 11, 12, 16, 17, 18, 19], "byte": [0, 1, 2, 5, 6, 10, 11, 16, 18], "bytearrai": [0, 2, 3, 16, 18], "memoryview": [0, 2, 11], "One": [0, 2, 4, 16, 18, 19], "implement": [0, 1, 2, 4, 7, 8, 12, 13, 16, 17, 19], "protocol": [0, 2, 4, 12, 14, 16, 19, 20, 21], "empti": [0, 2, 3, 16, 18], "copi": [0, 1, 2, 16, 19], "back": [0, 1, 5, 11, 12, 16, 18, 19], "happen": [0, 19], "releas": [0, 2, 13, 14], "kept": 0, "drop": [0, 2], "work": [0, 1, 2, 3, 4, 5, 7, 8, 10, 11, 12, 16, 17, 18, 19], "explicit": [0, 18], "featur": [0, 8, 12, 14, 19], "attr": [0, 1, 2, 4, 7, 12, 18], "unsettyp": [0, 2, 19], "isn": [0, 1, 19], "explicitli": [0, 2, 3, 18, 19], "let": [0, 2, 19, 20, 21], "downstream": [0, 2, 10, 19], "consum": [0, 10, 19], "determin": [0, 5, 6, 16, 18, 19], "wa": [0, 8, 10, 11, 18, 19], "left": [0, 19], "null": [0, 12, 15, 18, 19], "enc_hook": [0, 4, 7, 11], "decimal_format": [0, 19], "uuid_format": [0, 19], "canon": [0, 19], "aren": [0, 18, 19, 21], "unsupport": [0, 7, 19], "notimplementederror": [0, 7, 11], "number": [0, 6, 11, 15, 16, 17, 18, 19], "format": [0, 1, 2, 7, 8, 10, 19], "decim": [0, 2], "thei": [0, 1, 3, 5, 8, 11, 12, 16, 18, 19, 21], "recommend": [0, 2, 3, 7, 12, 16, 18, 19], "sinc": [0, 1, 2, 4, 6, 10, 11, 16, 18, 19], "precis": [0, 3, 19], "loss": [0, 19], "some": [0, 1, 2, 4, 5, 6, 7, 8, 10, 11, 12, 16, 18, 19, 20, 21], "librari": [0, 2, 4, 6, 7, 8, 10, 11, 12, 14, 18, 19, 20, 21], "hex": [0, 19], "uuid": [0, 2, 18], "hyphen": 0, "determinist": [0, 2], "sort": [0, 2, 5, 6], "unord": 0, "compound": [0, 13], "manner": [0, 19], "represent": [0, 1, 7, 11, 18, 19], "consist": [0, 2, 11, 16, 19, 20], "output": [0, 1, 2, 4, 7, 10, 19, 20], "between": [0, 2, 6, 8, 11, 13, 18, 19, 20, 21], "run": [0, 1, 5, 6, 7, 8, 18, 19], "comparison": [0, 1, 2, 18], "binari": [0, 2, 11, 12, 19], "necessari": [0, 11], "slower": [0, 1, 19], "produc": [0, 19], "human": [0, 2, 19], "readabl": [0, 2, 8, 18, 19], "serial": [0, 2, 4, 7, 11, 12, 16, 17, 18, 19, 20, 21], "data": [0, 6, 8, 10, 11, 12, 16, 18, 19, 20], "encode_into": [0, 2, 16], "offset": [0, 16], "exist": [0, 2, 4, 5, 10, 16, 17, 18, 19], "upon": [0, 21], "success": [0, 11], "truncat": [0, 19], "end": [0, 16, 17, 18], "underli": [0, 1, 6, 11], "append": [0, 16, 17], "later": [0, 1, 6, 18, 19], "start": [0, 6, 13, 16, 19], "write": [0, 1, 5, 14, 16, 19, 21], "encode_lin": [0, 2], "item": [0, 15, 18, 19], "newlin": [0, 2, 16], "delimit": [0, 2], "line": [0, 3, 4, 10, 12, 18, 19, 20], "ben": [0, 19], "n": [0, 1, 5, 16], "strict": [0, 2, 4, 19], "dec_hook": [0, 2, 4, 11, 19], "float_hook": [0, 2], "form": [0, 11, 19], "check": [0, 2, 10, 12, 18, 19, 21], "coercion": [0, 2, 4], "rule": [0, 2, 4, 18, 20], "wider": [0, 2, 4], "callback": [0, 2, 11], "handl": [0, 2, 4, 5, 8, 10, 11, 12, 16, 18, 19, 21], "custom": [0, 2, 18, 19, 21], "signatur": [0, 11, 18], "expect": [0, 3, 4, 10, 12, 13, 18, 19, 20], "basic": [0, 14], "hook": [0, 2, 18], "transform": [0, 11], "untyp": [0, 2, 4, 10, 11, 18], "liter": [0, 2], "val": [0, 5, 18], "equival": [0, 1, 19], "buf": [0, 11], "deseri": [0, 1, 11, 12, 17, 18, 19], "decode_lin": [0, 2], "4": [0, 1, 3, 4, 5, 8, 10, 16, 18, 19], "dec": [0, 11, 18], "typeerror": [0, 11, 18], "indent": 0, "usual": [0, 11], "how": [0, 2, 6, 7, 11, 19, 20], "mani": [0, 1, 2, 6, 12, 16, 19, 21], "space": [0, 18, 21], "singl": [0, 1, 2, 5, 10, 13, 15, 16, 19], "neg": [0, 19], "strip": [0, 2, 7], "unnecessari": [0, 1, 16, 19], "whitespac": 0, "minim": 0, "input": [0, 1, 2, 4, 10, 16, 18, 19], "otherwis": [0, 4, 11], "msgpack": [0, 1, 2, 4, 5, 11, 16, 19, 20], "big": [0, 5, 16, 19], "endian": [0, 5, 16, 19], "128": [0, 19], "bit": [0, 19], "ext_hook": [0, 11], "extens": [0, 2, 7, 12, 17, 19], "found": [0, 1, 3, 5, 6, 8, 10, 13, 19], "out": [0, 5, 7, 8, 10, 15, 16], "caus": [0, 2, 18], "persist": [0, 11, 19], "ext": [0, 11, 19], "repres": [0, 1, 8, 11, 12, 17, 18], "127": [0, 5, 11], "payload": [0, 16], "third": [0, 1, 19], "parti": [0, 1, 19], "pyyaml": [0, 14], "instal": [0, 7], "schema_hook": [0, 2], "share": [0, 16, 18], "extract": [0, 4, 6], "store": [0, 1, 2, 5, 10, 16, 18, 19], "top": [0, 2, 6, 13, 16], "def": [0, 4, 5, 6, 7, 10, 11, 15, 18, 19], "want": [0, 2, 11, 14, 16, 17, 18, 19, 21], "over": [0, 1, 16, 18, 19, 21], "schema_compon": [0, 15], "ref_templ": 0, "separ": [0, 20], "templat": 0, "ref": [0, 15], "intend": [0, 2, 7], "somewher": [0, 18], "might": [0, 13, 18], "openapi": [0, 13, 15], "each": [0, 1, 3, 5, 6, 8, 11, 16, 18, 19, 20], "from_attribut": [0, 2, 4, 7], "str_kei": [0, 4], "builtin_typ": [0, 2, 4], "accordingli": [0, 11], "impli": 0, "coerc": [0, 2, 4, 19], "databas": [0, 4, 7, 19], "queri": [0, 4, 6], "orm": [0, 2, 4], "structur": [0, 1, 2, 4, 6, 7, 12, 18, 19, 20], "builtin": [0, 2, 4, 7, 12, 13, 18, 19, 20, 21], "nativ": [0, 2, 4, 12, 16, 19, 21], "convers": [0, 2, 4, 7, 20], "current": [0, 5, 10, 18, 19], "date": [0, 2, 4], "timedelta": [0, 2], "kei": [0, 1, 2, 4, 9, 18, 19], "aqi": 0, "construct": [0, 2], "simpler": 0, "x01": 0, "x02": 0, "complex": [0, 3, 7, 11, 19], "mainli": [0, 15, 18], "unchang": [0, 2], "base64": [0, 2, 19], "type_info": [0, 2, 13], "compat": [0, 2, 7, 12, 13, 15, 19, 20], "multi_type_info": [0, 13], "sequenc": [0, 19], "info": [0, 2, 11], "booltyp": [0, 13], "inttyp": [0, 13], "listtyp": [0, 13], "item_typ": [0, 13], "floattyp": 0, "strtype": [0, 13], "subtyp": 0, "attach": [0, 11], "anytyp": 0, "nonetyp": [0, 13], "bytestyp": 0, "bytearraytyp": 0, "memoryviewtyp": 0, "datetimetyp": 0, "timetyp": 0, "datetyp": 0, "timedeltatyp": 0, "uuidtyp": 0, "decimaltyp": 0, "exttyp": 0, "rawtyp": 0, "enumtyp": 0, "cl": [0, 5, 13, 19], "enum": [0, 1, 2], "literaltyp": 0, "possibl": [0, 2, 12, 13, 18, 19], "customtyp": [0, 19], "uniontyp": [0, 13], "properti": [0, 8, 15], "includes_non": 0, "helper": 0, "collectiontyp": 0, "settyp": 0, "etc": [0, 16], "frozensettyp": 0, "frozenset": [0, 2, 3, 4], "vartupletyp": 0, "variad": 0, "tupletyp": 0, "dicttyp": 0, "key_typ": 0, "value_typ": 0, "doesn": [0, 2, 5, 6, 7, 10, 11, 18, 19, 20], "necessarili": 0, "typeddicttyp": 0, "typeddict": [0, 2], "namedtupletyp": 0, "namedtupl": [0, 2, 7], "dataclasstyp": 0, "structtyp": [0, 13], "ignor": [0, 2, 10, 18, 19], "msgspecerror": 0, "encodeerror": [0, 2], "decodeerror": [0, 2], "validationerror": [0, 2, 3, 4, 10, 11, 12, 18, 19, 20], "didn": [0, 4], "hard": 1, "repeatedli": 1, "tight": 1, "loop": [1, 8, 13, 16], "lead": [1, 2, 3, 18, 19], "instruct": 1, "stai": 1, "hot": [1, 16], "branch": [1, 5, 14], "highli": 1, "predict": 1, "That": 1, "real": [1, 11, 19], "world": [1, 19, 20], "nonbias": 1, "wrote": 1, "natur": 1, "whatev": [1, 11], "publish": [1, 2], "go": [1, 7, 18], "well": [1, 2, 5, 6, 7, 8, 10, 11, 12, 13, 18, 19, 21], "so": [1, 2, 5, 6, 11, 18, 19], "peopl": 1, "ve": 1, "tri": 1, "hopefulli": 1, "few": [1, 2, 4, 5, 6, 7, 9, 11, 12, 15, 16, 17, 18, 19, 20], "tradeoff": 1, "make": [1, 2, 3, 5, 8, 16, 18, 19, 20, 21], "choos": [1, 11, 16], "encourag": 1, "your": [1, 2, 7, 11, 12, 14, 16, 18, 19, 21], "own": [1, 11], "decis": 1, "were": [1, 2, 7, 18], "local": 1, "develop": [1, 10, 14], "machin": 1, "2020": [1, 15], "x86": 1, "linux": [1, 2], "laptop": 1, "cpython": [1, 2], "11": [1, 14], "cover": 1, "measur": [1, 6, 15, 16, 18], "thing": [1, 11, 13, 18], "schema": [1, 2, 4, 6, 7, 10, 11, 12, 13, 16, 18, 19, 20, 21], "convert": [1, 2, 5, 11, 13, 18, 19], "friendli": [1, 12, 21], "permiss": 1, "read": [1, 5, 8, 10, 14, 19], "read_writ": 1, "file": [1, 3, 6, 10, 12, 16, 18, 19, 20], "created_bi": 1, "created_at": 1, "updated_bi": 1, "updated_at": 1, "nbyte": 1, "directori": [1, 7], "content": [1, 6, 16], "18": [1, 3, 19], "mashumaro": 1, "pydant": [1, 12, 18, 19, 20], "both": [1, 2, 10, 11, 16, 18, 19], "10": [1, 3, 6, 8, 12, 18, 19], "13": [1, 8], "cattr": 1, "23": 1, "sourc": [1, 5, 6, 8, 10, 12], "6x": 1, "faster": [1, 2, 6, 8, 12, 18, 19, 21], "10x": [1, 2], "12x": [1, 2], "v2": 1, "85x": 1, "v1": [1, 18], "plot": 1, "show": [1, 8, 11], "benefit": [1, 12, 16, 18, 19], "done": [1, 3, 7, 14, 16, 18], "secondari": 1, "step": 1, "reason": 1, "travers": [1, 13], "entir": [1, 6], "slow": [1, 18], "due": [1, 2, 3, 4, 6, 16], "pointer": 1, "chase": 1, "desir": [1, 18], "model": [1, 19], "alloc": [1, 2, 6, 18], "temporari": [1, 16], "contrast": 1, "issu": [1, 2, 3, 10, 16, 18, 19], "taken": 1, "correctli": 1, "avoid": [1, 2, 6, 18, 19, 21], "up": [1, 2, 11, 16, 19], "peak": 1, "increas": [1, 11, 16], "rss": 1, "load": [1, 4, 6, 8, 10, 16, 18], "fraction": [1, 12], "tool": [1, 2, 10, 12, 13, 18, 19, 20, 21], "its": [1, 16, 18], "high": [1, 4, 8, 10, 12, 18], "itself": [1, 18], "standard": [1, 2, 4, 8, 12, 14, 18, 19], "dump": [1, 4, 8], "sever": [1, 2, 4, 19], "popular": [1, 8], "orjson": [1, 6, 8, 12, 21], "9": [1, 4, 8], "ujson": [1, 6, 21], "rapidjson": 1, "simdjson": [1, 6], "fastest": [1, 6, 12], "par": 1, "next": [1, 5], "abl": 1, "AND": 1, "just": [1, 2, 3, 5, 19, 21], "likewis": [1, 17, 19], "machineri": 1, "7": [1, 4, 5, 8, 10], "ormsgpack": 1, "As": [1, 3, 11, 18, 19], "though": [1, 12, 16, 21], "77": [1, 2], "mib": [1, 6], "noarch": [1, 6], "packag": [1, 2, 6], "conda": [1, 9, 14, 16], "forg": [1, 6, 14], "smaller": [1, 16], "better": [1, 2, 7, 13], "v": [1, 2, 4, 19], "m": [1, 6, 8, 19], "67": [1, 8], "6": [1, 4, 5, 8, 10, 18, 19], "0x": 1, "176": [1, 2], "8": [1, 3, 4, 5, 8, 11, 14, 19], "218": [1, 2], "2x": [1, 2, 16, 18], "630": 1, "295": 1, "4x": [1, 8], "868": 1, "9x": 1, "349": 1, "1087": 1, "1x": 1, "375": 1, "1004": 1, "7x": 1, "406": 1, "691": 1, "603": 1, "1053": 1, "least": [1, 19], "sens": 1, "cheaper": 1, "realli": 1, "best": [1, 11], "speed": 1, "assumpt": 1, "probabl": [1, 21], "still": [1, 2, 6, 10, 16, 17, 18, 19], "short": [1, 2], "temporarili": 1, "realloc": [1, 16], "everi": [1, 6, 13, 16, 18], "000": 1, "signific": 1, "save": 1, "similar": [1, 8, 11, 18, 19], "optim": [1, 2, 6, 16, 18, 19], "effect": [1, 19], "overhead": [1, 2], "oper": [1, 5, 12, 16], "abstract": [1, 2], "awai": 1, "boilerpl": 1, "\u03bc": 1, "12": [1, 7, 15, 19], "51": 1, "09": 1, "02": [1, 19], "03": [1, 19], "88": [1, 2, 8], "35": 1, "08": [1, 7], "16": [1, 3, 11], "483": 1, "37": [1, 7], "14": [1, 6], "87": 1, "506": 1, "36": [1, 2], "673": 1, "47": [1, 2], "54": [1, 2], "60": [1, 2], "much": [1, 2, 6, 19, 20], "especi": [1, 18], "cheap": 1, "creation": [1, 2, 18], "roughli": [1, 2], "17x": 1, "30x": 1, "5x": [1, 16, 18], "60x": [1, 12], "decreas": [1, 2, 16], "__slots__": 1, "dictionari": [1, 2], "simpl": [1, 2, 4, 6, 18, 20], "total": [1, 19], "80": [1, 2], "46": 1, "211": [1, 2], "66": [1, 6], "06": [1, 3, 19], "120": [1, 2], "96": 1, "07": 1, "104": [1, 2], "85": [1, 2, 19], "hungri": 1, "largest": 1, "paus": [1, 16], "outer": [1, 7, 19], "layout": 1, "thu": [1, 16], "defer": 1, "track": [1, 2, 18], "complet": [1, 3, 4, 7, 10, 11, 13, 15, 19], "lowest": 1, "lack": [1, 19], "75x": 1, "disk": 1, "closest": 1, "version": [1, 10, 17, 19], "00x": 1, "71": [1, 2], "66x": 1, "applic": [1, 2, 7, 18, 21], "depend": [1, 10, 12, 16, 19], "matter": [1, 6], "15x": 1, "integr": [2, 3, 7, 12, 13, 18, 20, 21], "pr": 2, "619": 2, "preserv": 2, "_": [2, 18, 19], "620": 2, "624": 2, "fix": [2, 16, 20], "bug": [2, 18], "inherit": [2, 18], "626": 2, "enforc": [2, 3], "627": 2, "slot": 2, "struct": [2, 3, 4, 5, 6, 8, 10, 11, 12, 13, 15, 17, 20], "635": 2, "convent": [2, 10, 18], "arbitrari": [2, 11], "636": [2, 18], "unhash": 2, "inspect": 2, "566": 2, "569": 2, "parametr": [2, 19], "571": 2, "577": 2, "subclass": [2, 13, 18, 19], "592": 2, "__ne__": [2, 18], "manual": [2, 11, 14, 18], "593": 2, "595": 2, "596": 2, "around": [2, 11], "deal": 2, "599": 2, "600": 2, "json": [2, 3, 4, 6, 8, 11, 12, 13, 17, 18, 19, 20, 21], "602": 2, "propertynam": 2, "604": 2, "605": 2, "alias": [2, 3, 18], "606": 2, "resolv": 2, "period": [2, 18], "segfault": 2, "561": 2, "__rich_repr__": [2, 18], "557": 2, "built": 2, "wheel": 2, "558": 2, "_missing_": [2, 19], "532": 2, "zoneinfo": 2, "534": 2, "538": 2, "relax": 2, "pars": [2, 6, 8, 9, 19, 21], "rfc3339": [2, 19], "iso8601": [2, 7, 19], "539": 2, "517": [2, 10], "try": [2, 5], "getattr": [2, 18], "getitem": 2, "519": 2, "521": 2, "485": 2, "499": 2, "overhaul": 2, "501": 2, "declar": [2, 10, 12, 18], "edgedb": [2, 9, 19], "510": 2, "511": 2, "445": 2, "interpret": [2, 19], "unix": [2, 13, 19], "epoch": [2, 19], "452": 2, "453": 2, "454": 2, "455": 2, "458": 2, "459": 2, "460": 2, "numer": 2, "463": 2, "465": 2, "466": 2, "preliminari": 2, "beta": 2, "467": 2, "fit": [2, 16], "int64": 2, "uint64": 2, "469": 2, "470": 2, "471": 2, "__attrs_post_init__": [2, 19], "472": 2, "475": 2, "479": 2, "deprec": 2, "from_builtin": 2, "favor": 2, "superset": 2, "old": [2, 17], "431": 2, "419": 2, "427": 2, "lax": [2, 4, 19], "mode": [2, 4, 19], "434": 2, "418": 2, "passthrough": 2, "435": 2, "415": 2, "429": 2, "count": [2, 18], "introduc": 2, "409": 2, "upstream": 2, "properli": [2, 11, 18], "notrequir": 2, "__future__": [2, 5, 8, 18], "410": 2, "386": 2, "393": 2, "396": 2, "398": 2, "break": [2, 13, 17, 21], "No": [2, 18], "longer": [2, 11], "normal": [2, 16, 18, 19], "utc": [2, 7, 19], "391": 2, "unhyphen": 2, "392": 2, "fixup": 2, "383": 2, "387": 2, "dedent": 2, "397": 2, "variant": 2, "__qualname__": 2, "auto": 2, "__name__": [2, 5], "399": 2, "400": 2, "threadsaf": 2, "402": 2, "write_buffer_s": 2, "remov": [2, 5, 16, 18, 19], "__del__": 2, "trashcan": 2, "369": 2, "__setattr__": 2, "376": 2, "larg": [2, 13, 16, 18, 19], "378": 2, "leak": [2, 18], "variabl": [2, 19], "380": 2, "now": [2, 7, 17, 19], "381": 2, "363": 2, "365": 2, "prealloc": 2, "367": 2, "323": 2, "322": 2, "328": 2, "util": [2, 5, 15], "330": 2, "331": 2, "mixin": 2, "332": 2, "335": 2, "343": 2, "346": 2, "unset": [2, 13], "doc": [2, 7, 8, 13, 18, 19], "350": 2, "unlik": [2, 18, 20], "event": 2, "previou": [2, 16], "mypi": [2, 10, 12, 18, 19, 20, 21], "dataclass_transform": 2, "352": 2, "final": [2, 19], "354": 2, "356": 2, "312": 2, "ones": [2, 19], "258": 2, "266": 2, "302": 2, "yaml": [2, 4, 12, 19, 20], "267": 2, "toml": [2, 4, 9, 12, 19, 20], "268": 2, "appli": [2, 3, 7, 19], "262": 2, "300": [2, 19], "arbitrarili": [2, 11], "nest": [2, 6, 13, 16, 19], "newtyp": 2, "272": 2, "invalid": [2, 3, 10, 18, 19], "273": 2, "274": 2, "With": 2, "except": [2, 5, 11, 18, 19], "mutabl": [2, 18], "deepcopi": 2, "pleas": [2, 19], "classvar": [2, 18], "281": 2, "288": 2, "abc": [2, 19], "mutablemap": [2, 19], "290": 2, "292": 2, "messagepack": [2, 12, 17, 19, 20], "294": 2, "298": 2, "249": 2, "251": 2, "raw": [2, 7, 10], "252": [2, 19], "experiment": [2, 13], "build": [2, 10, 13], "253": 2, "meta": [2, 3, 13, 15], "255": 2, "256": [2, 3], "237": 2, "239": 2, "behavior": [2, 11, 18], "242": 2, "shouldn": 2, "anyth": [2, 19], "howev": [2, 11, 12, 16, 18, 19, 21], "ll": [2, 7, 8, 11, 16, 19, 21], "reorder": [2, 17, 18], "243": 2, "underscor": [2, 19], "234": 2, "210": 2, "217": 2, "221": 2, "222": 2, "224": 2, "225": 2, "pretti": [2, 5, 7, 18], "print": [2, 5, 6, 7, 15, 18, 19], "alreadi": [2, 4, 7, 11, 12, 16, 19], "document": [2, 10, 13, 19], "226": 2, "229": 2, "205": 2, "microsecond": [2, 19], "resolut": 2, "timestamp": [2, 7, 19], "201": 2, "limit": [2, 7, 19], "191": 2, "181": 2, "rich": [2, 18], "183": 2, "170": 2, "175": 2, "185": 2, "135": 2, "142": 2, "161": 2, "test": [2, 6, 13, 18], "preleas": 2, "146": 2, "those": [2, 11, 16, 18, 21], "155": 2, "160": 2, "162": 2, "130": 2, "131": 2, "coupl": 2, "dealloc": 2, "routin": 2, "dramat": 2, "speedup": [2, 16, 18], "118": 2, "ascii": [2, 19], "40": [2, 6], "121": 2, "mirror": [2, 7], "veri": [2, 10], "70x": 2, "122": 2, "averag": [2, 16, 18], "119": 2, "variou": [2, 5, 9, 19], "mostli": [2, 6], "100": [2, 8], "101": 2, "102": [2, 8], "105": 2, "arm": 2, "mac": 2, "debug": 2, "symbol": 2, "113": 2, "__reduce__": 2, "117": 2, "nogc": 2, "To": [2, 7, 11, 17, 18, 19, 21], "124": [2, 6], "delai": [2, 19], "92": 2, "94": 2, "alter": 2, "major": 2, "snake_cas": [2, 18], "98": 2, "fewer": 2, "benchmark": [2, 6, 8, 12, 16, 18], "interact": [2, 7], "93": [2, 8], "lookup": 2, "tabl": [2, 10, 19], "heavi": [2, 16], "91": [2, 6], "95": 2, "smatter": 2, "83": 2, "30": [2, 6, 19], "84": 2, "somestructtyp": 2, "significantli": [2, 8], "asarrai": 2, "78": 2, "style": [2, 18], "75": [2, 11], "69": [2, 6], "intenum": 2, "68": 2, "cyclic": [2, 18], "collector": [2, 16, 18], "72": 2, "move": 2, "submodul": [2, 20], "56": 2, "path": [2, 16], "mistyp": [2, 19], "encodingerror": 2, "decodingerror": 2, "61": 2, "pyright": [2, 10, 12, 18, 19, 20, 21], "static": [2, 18, 19, 21], "caught": [2, 10], "checker": [2, 18], "53": 2, "across": 2, "micro": 2, "visibl": 2, "48": 2, "50": 2, "freelist": 2, "44": 2, "45": [2, 19], "api": [2, 4, 13, 16, 18, 19, 20], "34": 2, "31": 2, "reli": [2, 6], "33": 2, "mark": [2, 3, 18], "39": 2, "On": [2, 18], "initi": [2, 7, 18], "oop": [3, 4, 18, 19], "traceback": [3, 4, 10, 12, 18, 19, 20], "recent": [3, 4, 10, 12, 18, 19, 20], "last": [3, 4, 10, 12, 18, 19, 20], "stdin": [3, 12, 18, 19, 20], "got": [3, 4, 10, 12, 18, 19, 20], "suffici": 3, "sometim": [3, 16, 18, 19], "impos": 3, "constrain": [3, 15], "posit": [3, 8, 18], "d": [3, 11, 18, 19, 20], "positiveint": [3, 13], "combin": [3, 4, 7, 19], "regular": 3, "express": [3, 16], "z_": [3, 13], "z0": [3, 13], "9_": [3, 13], "cpu_limit": 3, "mem_limit": 3, "8192": 3, "1024": 3, "unixnam": [3, 13], "shown": 3, "elsewher": [3, 19], "erron": 3, "fine": [3, 16, 18, 21], "github": 3, "minimum": [3, 10], "inclus": [3, 11, 19], "anchor": 3, "prefix": [3, 5], "suffix": [3, 16], "usernam": [3, 13], "2022": 3, "04": [3, 19], "02t18": [3, 19], "00": [3, 19], "zxhhbxbszq": 3, "c": [3, 5, 14, 18], "typic": 4, "wai": [4, 7, 8, 10, 12, 16, 17, 18, 19], "fail": [4, 19], "mismatch": [4, 17], "nice": [4, 5, 8, 10, 18, 19, 21], "design": [4, 11, 12, 18], "pair": [4, 5], "post": 4, "processor": 4, "could": [4, 5, 10, 16, 19], "cell": [4, 10], "beyond": [4, 19, 21], "among": 4, "url": [4, 10], "querystr": 4, "extend": [4, 16, 19], "look": [4, 13, 18], "anoth": [4, 8, 16, 18, 19], "tomllib": [4, 14], "extern": 4, "almost": 4, "demonstr": [5, 7, 19], "client": [5, 7, 17, 19, 21], "put": [5, 18], "delet": 5, "list_kei": 5, "request": [5, 6, 7, 10, 20, 21], "easier": 5, "boundari": 5, "reader": 5, "async": 5, "prefixed_send": 5, "stream": 5, "streamwrit": 5, "len": [5, 16, 18], "to_byt": [5, 16], "await": 5, "drain": 5, "prefixed_recv": 5, "streamread": 5, "readexactli": 5, "from_byt": 5, "del": 5, "listkei": 5, "self": [5, 16, 18], "host": 5, "port": 5, "8888": 5, "kv": 5, "handle_connect": 5, "writer": 5, "lifetim": 5, "connect": [5, 16], "open": [5, 8, 10, 12, 19], "receiv": 5, "req": 5, "process": [5, 7, 11, 16, 19], "resp": [5, 6], "handle_request": 5, "eoferror": 5, "close": 5, "els": [5, 11, 13, 18, 19], "statement": [5, 13, 19], "pop": 5, "serve_forev": 5, "start_serv": 5, "f": [5, 6, 7, 8, 10, 11, 18], "serv": [5, 7, 10, 20], "until": [5, 18], "ctrl": 5, "classmethod": [5, 19], "open_connect": 5, "wait_clos": 5, "send": [5, 11], "__main__": 5, "session": 5, "py": [5, 6], "foo": 5, "bar": 5, "fizz": 5, "buzz": 5, "current_repodata": 6, "medium": 6, "long": [6, 16, 18, 19], "query_repodata": 6, "139": 6, "73": 6, "commentari": 6, "fairli": [6, 16, 19], "quick": [6, 21], "choic": [6, 21], "script": [6, 10], "domin": 6, "execut": [6, 7], "fast": [6, 12, 16, 18], "parser": 6, "far": 6, "node": 6, "partli": 6, "simd": 6, "blob": 6, "proxi": 6, "lazili": 6, "downsid": [6, 16, 18], "indirect": 6, "known": [6, 16, 18], "beforehand": 6, "doe": [6, 11, 18, 21], "tip": 6, "query_msgspec": 6, "actual": [6, 16, 21], "repo_data": 6, "p": [6, 18, 19], "revers": [6, 11], "query_orjson": 6, "query_json": [6, 7], "query_ujson": 6, "query_simdjson": 6, "download": 6, "http": [6, 10, 14, 18], "anaconda": 6, "org": 6, "raise_for_statu": 6, "lib": 6, "func": 6, "perf_count": 6, "stop": 6, "1000": 6, "2f": 6, "interest": [7, 16], "graph": 7, "relat": 7, "system": [7, 10, 12, 20, 21], "power": 7, "ergonom": [7, 19, 21], "languag": [7, 19], "edgeql": 7, "ecosystem": [7, 19], "tutori": 7, "offici": [7, 19], "quickstart": 7, "assum": 7, "cli": 7, "clone": 7, "repo": 7, "navig": 7, "Then": [7, 17], "project": [7, 10, 12], "init": [7, 19], "server": [7, 9, 17, 21], "person": [7, 19], "movi": 7, "multi": 7, "actor": 7, "insert": 7, "dune": 7, "timoth\u00e9": 7, "chalamet": 7, "zendaya": 7, "insert_data": 7, "create_cli": [7, 19], "query_singl": [7, 19], "select": [7, 19], "filter": [7, 19], "duck": [7, 19], "id": [7, 8, 15, 19], "b21913c4": 7, "3b68": 7, "11ee": [7, 19], "89b0": 7, "2f0b6819503d": 7, "b219195a": 7, "5b3794805cc7": 7, "b2192058": 7, "f7d83b95fb13": 7, "query_single_json": 7, "edgedb_json": 7, "server_vers": 7, "query_result": 7, "2023": 7, "15t14": 7, "733731z": 7, "besid": 7, "There": [7, 13, 19], "remain": [7, 19], "box": 7, "datedur": 7, "relativedur": 7, "isinst": [7, 11], "durat": [7, 16, 19], "cal": [7, 19], "date_dur": 7, "year": 7, "dai": [7, 19], "p1y2d": 7, "side": 7, "logic": [7, 18, 21], "wish": [7, 14, 18], "specif": [7, 8, 11, 12, 13, 15, 16, 19], "our": [7, 13], "would": [7, 11, 19], "mutat": 7, "geograph": 8, "Its": 8, "nine": 8, "seven": 8, "geometri": 8, "plu": 8, "wrong": [8, 21], "fill": 8, "relev": [8, 19], "disambigu": 8, "coordin": 8, "multipoint": 8, "linestr": 8, "multilinestr": 8, "polygon": 8, "multipolygon": 8, "geometrycollect": 8, "featurecollect": 8, "msgspec_geojson": 8, "canada": 8, "rb": [8, 10], "timeit": 8, "15": 8, "\u00b5": 8, "std": 8, "dev": [8, 16], "20": 8, "27": 8, "3x": 8, "accomplish": [9, 11, 17], "task": 9, "geojson": 9, "asyncio": 9, "tcp": 9, "repodata": [9, 16], "pyproject": 9, "pep": [10, 18, 19], "518": 10, "black": 10, "pytest": 10, "seri": 10, "enhanc": 10, "propos": [10, 19], "independ": 10, "tree": 10, "621": 10, "under": [10, 18], "catch": [10, 18], "typo": [10, 18], "earli": 10, "requires_python": 10, "buildsystem": 10, "build_backend": 10, "backend_path": 10, "readm": 10, "text": [10, 16], "content_typ": 10, "licens": 10, "contributor": 10, "author": 10, "maintain": 10, "classifi": 10, "optional_depend": 10, "gui_script": 10, "entry_point": 10, "build_system": 10, "starlett": 10, "urllib": 10, "githubusercont": 10, "com": [10, 14, 18, 19], "master": 10, "urlopen": 10, "hatchl": 10, "proper": [10, 19], "mutual": 10, "exclus": 10, "caveat": [10, 16, 19], "misspel": [10, 18], "silent": 10, "plai": 10, "tab": 10, "usabl": 10, "backend": 10, "myproject": 10, "super": 10, "great": [10, 18], "shmalic": 10, "compani": [10, 18, 19], "spot": 10, "msgpspec": 10, "detect": [10, 18], "valueerror": [11, 18, 19], "face": [11, 18], "context": [11, 18], "togeth": 11, "illustr": 11, "roundtrip": [11, 19], "sent": [11, 21], "dequ": 11, "imag": 11, "mymessag": 11, "field_1": 11, "field_2": 11, "enc": [11, 19], "msg2": 11, "assert": 11, "By": [11, 16, 18, 19], "ext2": 11, "commun": [11, 21], "perhap": [11, 16, 18], "imaginari": 11, "doubl": 11, "fulli": [11, 18], "uniqu": [11, 18], "complex_type_cod": 11, "pack": 11, "dd": 11, "unpack": 11, "root": 11, "5j": 11, "keep": 11, "accident": [11, 18], "regularli": 12, "wide": [12, 20, 21], "varieti": [12, 18, 20, 21], "familiar": 12, "speedi": [12, 18], "feel": 12, "lightweight": [12, 18], "greatest": 12, "workflow": [12, 16], "admin": [12, 17, 18, 19, 20], "engin": [12, 17, 18, 19, 20], "bob": [12, 17, 18, 19], "123": [12, 18, 19, 20], "retain": 12, "niciti": 12, "80x": 12, "outperform": 12, "excel": [12, 20], "editor": [12, 20], "flexibl": [12, 18, 19, 21], "rang": 12, "correct": 12, "strictli": [12, 19], "compliant": 12, "stronger": 12, "organ": 12, "nautilustrad": 12, "litestar": 12, "sanic": 12, "mosec": 12, "pioreactor": 12, "anywidget": 12, "esmerald": 12, "promis": 13, "interfac": [13, 16, 20], "stabil": 13, "introspect": 13, "purpos": [13, 19, 20], "hypothesi": 13, "find": [13, 16, 18, 19], "particular": 13, "_to_schema": 13, "pip": 14, "platform": 14, "tomli": 14, "tomli_w": 14, "hasn": 14, "been": 14, "yet": [14, 19], "git": 14, "jcrist": 14, "positivefloat": 15, "dimens": [15, 19], "product": 15, "centimet": 15, "width": [15, 16], "height": 15, "catalog": 15, "price": 15, "exclusiveminimum": 15, "anyof": 15, "trick": 16, "squeez": 16, "sane": 16, "good": 16, "idea": 16, "intern": 16, "setup": 16, "goe": [16, 21], "sensit": 16, "input_buff": 16, "prefer": [16, 18, 19], "redund": [16, 18], "benefici": [16, 18], "inher": 16, "sai": [16, 19], "twitter": 16, "tweet": 16, "care": 16, "favorit": 16, "never": [16, 18], "full_text": 16, "favorite_count": 16, "example_json": 16, "70": 16, "Of": 16, "cours": 16, "bottleneck": 16, "techniqu": 16, "depth": 16, "possibli": [16, 19], "capac": 16, "socket": 16, "overwrit": 16, "sendal": 16, "expand": 16, "afterward": 16, "bloat": 16, "sy": 16, "getsizeof": 16, "__sizeof__": 16, "reflect": 16, "written": [16, 18], "slowdown": 16, "realist": 16, "workload": [16, 18], "place": [16, 18, 19], "come": 16, "json_msg": 16, "full_payload": 16, "someth": [16, 19, 21], "excess": 16, "64": [16, 19], "prepend": 16, "uint32": 16, "front": 16, "latter": [16, 19], "solut": [16, 18], "And": 16, "switch": [16, 20], "painless": 16, "live": [16, 18], "suffer": 16, "frequenc": 16, "problem": 16, "certain": [16, 18, 20], "particip": [16, 18], "advanc": [16, 19], "tout": 16, "higher": [16, 18], "my_first_field": 16, "my_second_field": 16, "older": 17, "deserializ": 17, "newer": 17, "smoothli": 17, "guidelin": 17, "suppos": 17, "had": 17, "msgpsec": 17, "phone": 17, "wouldn": 17, "prior": 17, "_optional_": 17, "user2": 17, "updat": 17, "exchang": 17, "old_dec": 17, "new_dec": 17, "new_msg": 17, "financ": [17, 19], "512": 17, "867": 17, "5309": 17, "old_msg": 17, "quit": 18, "individu": [18, 20], "__match_args__": 18, "forbidden": 18, "2d": 18, "to_dict": 18, "uuid4": 18, "f63219d5": 18, "e9ca": 18, "4ae8": 18, "afd0": 18, "cba30e84222d": 18, "319a6c0f": 18, "2841": 18, "4439": 18, "8bc8": 18, "2c1daf7d77a2": 18, "kind": 18, "occas": 18, "gotcha": 18, "lambda": 18, "functool": 18, "partial": 18, "forward": 18, "syntact": 18, "sugar": 18, "semant": 18, "mystruct": 18, "interv": 18, "low": 18, "direct": [18, 19], "exclud": 18, "consequ": 18, "vm": 18, "thankfulli": 18, "mix": 18, "affect": [18, 20], "a_class_vari": 18, "563": 18, "postpon": 18, "evalu": 18, "spell": 18, "typ": 18, "cv": 18, "improp": 18, "intent": 18, "ever": 18, "unit": [18, 19], "down": 18, "program": 18, "enough": 18, "neglig": 18, "fact": 18, "block": 18, "replic": 18, "where_i": 18, "Not": 18, "addition": [18, 19], "rare": 18, "opt": 18, "fall": 18, "attributeerror": 18, "appropri": 18, "associ": 18, "rest": [18, 20], "unambigu": 18, "quickest": 18, "untag": [18, 19], "within": [18, 19], "op": 18, "taggedbas": 18, "situat": 18, "curiou": 18, "matches_default": 18, "evolut": [18, 21], "unnot": 18, "field_two": 18, "field_twoo": 18, "simplest": 18, "z": [18, 19], "field_z": 18, "ex": 18, "lot": 18, "example_field": 18, "examplefield": 18, "fieldtwo": 18, "four": [18, 19], "acronym": 18, "fqdn": 18, "sethostnameasfqdn": 18, "guid": 18, "acroynm": 18, "kubernet": 18, "io": 18, "19": 18, "podspec": 18, "core": 18, "v1podspec_nam": 18, "service_account_nam": 18, "serviceaccountnam": 18, "set_hostname_as_fqdn": 18, "v1podspec": 18, "arg": 18, "preced": [18, 19], "field_x": 18, "field_i": 18, "fieldx": 18, "point2": 18, "make_dataclass": 18, "who": 18, "understand": 18, "implic": 18, "freed": 18, "free": 18, "trigger": 18, "uncollect": 18, "threshold": 18, "themselv": 18, "referenc": 18, "scalar": 18, "contribut": 18, "ex1": 18, "untrack": 18, "is_track": 18, "ex2": 18, "boost": 18, "tricki": 18, "isol": 18, "frequent": 18, "worthwhil": 18, "likelihood": 18, "latenc": 18, "flag": 19, "intflag": 19, "typealiastyp": 19, "typealia": 19, "typevar": 19, "mutablesequ": 19, "abstractset": 19, "mutableset": 19, "yourself": 19, "attempt": [19, 20], "insensit": 19, "boolean": 19, "vari": 19, "63": 19, "exact": 19, "rfc8259": 19, "nonfinit": 19, "nan": 19, "infin": 19, "accur": 19, "ieee754": 19, "inf": 19, "escap": 19, "unicod": 19, "utf": 19, "hello": [19, 20], "xf0": 19, "x9d": 19, "x84": 19, "x9e": 19, "bin": 19, "eng": 19, "footgun": 19, "unnecessarili": 19, "topic": 19, "slightli": 19, "hour": 19, "tz_awar": 19, "2021": 19, "tzinfo": 19, "000123": 19, "21600": 19, "tz_naiv": 19, "1617405490": 19, "iso": 19, "8601": 19, "underspecifi": 19, "stricter": 19, "subset": 19, "h": 19, "sign": 19, "whole": [19, 21], "negat": 19, "letter": 19, "segment": 19, "minut": 19, "digit": 19, "p0d": 19, "p1d": 19, "pt1h30": 19, "pt1": 19, "5h": 19, "pt1m30": 19, "90": 19, "pt1h30m25": 19, "java": 19, "javascript": 19, "tempor": 19, "pendulum": 19, "interchang": 19, "pt123": 19, "p1dt30": 19, "5m": 19, "400000": 19, "rfc4122": 19, "u": 19, "c4524ac0": 19, "e81": 19, "4aa8": 19, "a595": 19, "0aec605a659a": 19, "uuid_hex": 19, "c4524ac0e81e4aa8a5950aec605a659a": 19, "uuid_byt": 19, "2345": 19, "1234567891234567811": 19, "shortest": 19, "float_val": 19, "trail": 19, "12345678912345678": 19, "although": 19, "wrong_typ": 19, "chad": 19, "twenti": 19, "dob": 19, "local_d": 19, "1984": 19, "01": 19, "ordereddict": 19, "At": 19, "typing_extens": 19, "backport": 19, "initvar": 19, "_not_": 19, "carol": 19, "doug": 19, "thirti": 19, "a6b951cc": 19, "2d00": 19, "91aa": 19, "b3f17e9898c": 19, "__attrs_pre_init__": 19, "think": 19, "page": 19, "forbid": 19, "unknown_field": 19, "david": 19, "anywher": 19, "member": 19, "fruit": 19, "appl": 19, "banana": 19, "grape": 19, "jobstat": 19, "succeed": 19, "_value2member_map_": 19, "bad": 19, "Their": 19, "pure": 19, "aid": 19, "analysi": [19, 21], "userid": 19, "1234": 19, "substitut": 19, "whenev": 19, "learn": [19, 21], "concret": 19, "pagin": 19, "wrapper": 19, "per_pag": 19, "json_str": 19, "dan": 19, "hr": 19, "ellen": 19, "team": 19, "some_other_messag": 19, "unparametr": 19, "bound": 19, "ambigu": 19, "alwai": 19, "fixabl": 19, "simpli": 19, "fragment": 19, "complic": 19, "point1d": 19, "point2d": 19, "point3d": 19, "decode_point": 19, "composit": 19, "point_typ": 19, "elif": 19, "too": 19, "finish": 19, "expon": 19, "1e10": 19, "nil": 19, "x81": 20, "xa5hello": 20, "xa5world": 20, "handler": 20, "richer": 20, "bill": 20, "devop": 20, "implicit": 20, "cast": 20, "network": 21, "agre": 21, "decent": 21, "ubiquit": 21, "throw": 21, "500": 21, "poor": 21, "decoupl": 21, "futur": 21, "sure": 21, "evolv": 21, "magnitud": 21, "hope": 21, "focu": 21}, "objects": {"msgspec": [[0, 0, 1, "", "DecodeError"], [0, 0, 1, "", "EncodeError"], [0, 1, 1, "", "Meta"], [0, 0, 1, "", "MsgspecError"], [0, 2, 1, "", "NODEFAULT"], [0, 1, 1, "", "Raw"], [0, 1, 1, "", "Struct"], [0, 2, 1, "", "UNSET"], [0, 1, 1, "", "UnsetType"], [0, 0, 1, "", "ValidationError"], [0, 4, 1, "", "convert"], [0, 4, 1, "", "defstruct"], [0, 4, 1, "", "field"], [0, 4, 1, "", "to_builtins"]], "msgspec.Raw": [[0, 3, 1, "", "copy"]], "msgspec.inspect": [[0, 1, 1, "", "AnyType"], [0, 1, 1, "", "BoolType"], [0, 1, 1, "", "ByteArrayType"], [0, 1, 1, "", "BytesType"], [0, 1, 1, "", "CollectionType"], [0, 1, 1, "", "CustomType"], [0, 1, 1, "", "DataclassType"], [0, 1, 1, "", "DateTimeType"], [0, 1, 1, "", "DateType"], [0, 1, 1, "", "DecimalType"], [0, 1, 1, "", "DictType"], [0, 1, 1, "", "EnumType"], [0, 1, 1, "", "ExtType"], [0, 1, 1, "", "Field"], [0, 1, 1, "", "FloatType"], [0, 1, 1, "", "FrozenSetType"], [0, 1, 1, "", "IntType"], [0, 1, 1, "", "ListType"], [0, 1, 1, "", "LiteralType"], [0, 1, 1, "", "MemoryViewType"], [0, 1, 1, "", "Metadata"], [0, 1, 1, "", "NamedTupleType"], [0, 1, 1, "", "NoneType"], [0, 1, 1, "", "RawType"], [0, 1, 1, "", "SetType"], [0, 1, 1, "", "StrType"], [0, 1, 1, "", "StructType"], [0, 1, 1, "", "TimeDeltaType"], [0, 1, 1, "", "TimeType"], [0, 1, 1, "", "TupleType"], [0, 1, 1, "", "Type"], [0, 1, 1, "", "TypedDictType"], [0, 1, 1, "", "UUIDType"], [0, 1, 1, "", "UnionType"], [0, 1, 1, "", "VarTupleType"], [0, 4, 1, "", "multi_type_info"], [0, 4, 1, "", "type_info"]], "msgspec.inspect.UnionType": [[0, 5, 1, "", "includes_none"]], "msgspec.json": [[0, 1, 1, "", "Decoder"], [0, 1, 1, "", "Encoder"], [0, 4, 1, "", "decode"], [0, 4, 1, "", "encode"], [0, 4, 1, "", "format"], [0, 4, 1, "", "schema"], [0, 4, 1, "", "schema_components"]], "msgspec.json.Decoder": [[0, 3, 1, "", "decode"], [0, 3, 1, "", "decode_lines"]], "msgspec.json.Encoder": [[0, 3, 1, "", "encode"], [0, 3, 1, "", "encode_into"], [0, 3, 1, "", "encode_lines"]], "msgspec.msgpack": [[0, 1, 1, "", "Decoder"], [0, 1, 1, "", "Encoder"], [0, 1, 1, "", "Ext"], [0, 4, 1, "", "decode"], [0, 4, 1, "", "encode"]], "msgspec.msgpack.Decoder": [[0, 3, 1, "", "decode"]], "msgspec.msgpack.Encoder": [[0, 3, 1, "", "encode"], [0, 3, 1, "", "encode_into"]], "msgspec.msgpack.Ext": [[0, 6, 1, "", "code"], [0, 6, 1, "", "data"]], "msgspec.structs": [[0, 1, 1, "", "FieldInfo"], [0, 1, 1, "", "StructConfig"], [0, 4, 1, "", "asdict"], [0, 4, 1, "", "astuple"], [0, 4, 1, "", "fields"], [0, 4, 1, "", "force_setattr"], [0, 4, 1, "", "replace"]], "msgspec.toml": [[0, 4, 1, "", "decode"], [0, 4, 1, "", "encode"]], "msgspec.yaml": [[0, 4, 1, "", "decode"], [0, 4, 1, "", "encode"]]}, "objtypes": {"0": "py:exception", "1": "py:class", "2": "py:data", "3": "py:method", "4": "py:function", "5": "py:property", "6": "py:attribute"}, "objnames": {"0": ["py", "exception", "Python exception"], "1": ["py", "class", "Python class"], "2": ["py", "data", "Python data"], "3": ["py", "method", "Python method"], "4": ["py", "function", "Python function"], "5": ["py", "property", "Python property"], "6": ["py", "attribute", "Python attribute"]}, "titleterms": {"api": 0, "doc": 0, "struct": [0, 1, 7, 16, 18, 19], "meta": 0, "raw": [0, 19], "unset": [0, 19], "json": [0, 1, 7, 15, 16], "messagepack": [0, 1, 11, 16], "yaml": [0, 14], "toml": [0, 10, 14], "schema": [0, 15, 17], "convert": [0, 4, 7], "inspect": [0, 13], "except": 0, "benchmark": 1, "serial": 1, "valid": [1, 18], "larg": 1, "data": 1, "garbag": [1, 18], "collect": [1, 18], "librari": 1, "size": 1, "changelog": 2, "version": 2, "0": 2, "18": 2, "6": 2, "2024": 2, "01": 2, "21": 2, "5": 2, "2023": 2, "12": 2, "4": 2, "10": 2, "04": 2, "3": 2, "03": 2, "2": 2, "08": 2, "26": 2, "1": 2, "16": 2, "17": 2, "07": 2, "11": 2, "06": 2, "15": 2, "05": 2, "19": 2, "14": 2, "02": 2, "13": 2, "09": 2, "2022": 2, "9": 2, "27": 2, "8": 2, "7": 2, "20": 2, "28": 2, "23": 2, "2021": 2, "25": 2, "constraint": 3, "numer": 3, "string": 3, "datetim": [3, 19], "byte": [3, 19], "sequenc": 3, "map": [3, 11], "asyncio": 5, "tcp": 5, "kei": 5, "valu": [5, 16, 18], "server": 5, "conda": 6, "repodata": 6, "usag": [7, 20], "edgedb": 7, "setup": 7, "encod": [7, 16, 18, 20], "queri": 7, "result": 7, "support": [7, 19], "other": 7, "type": [7, 11, 13, 18, 19, 20], "geojson": 8, "exampl": [9, 15], "pars": 10, "pyproject": 10, "extend": 11, "from": [11, 14], "nativ": 11, "defin": 11, "custom": 11, "extens": 11, "onli": 11, "msgspec": [12, 21], "highlight": 12, "us": [12, 16], "By": 12, "instal": 14, "option": [14, 19], "depend": 14, "github": 14, "perform": 16, "tip": 16, "reus": 16, "decod": [16, 18, 20], "avoid": 16, "default": [16, 18], "unus": 16, "field": [16, 18], "reduc": 16, "alloc": 16, "an": 16, "output": 16, "buffer": 16, "line": 16, "delimit": 16, "length": 16, "prefix": 16, "frame": 16, "gc": 16, "fals": 16, "array_lik": 16, "true": 16, "evolut": 17, "post": 18, "init": 18, "process": 18, "order": 18, "class": 18, "variabl": 18, "pattern": 18, "match": 18, "equal": 18, "frozen": 18, "instanc": 18, "tag": 18, "union": [18, 19], "omit": 18, "forbid": 18, "unknown": 18, "renam": 18, "arrai": 18, "runtim": 18, "definit": 18, "disabl": 18, "advanc": 18, "none": 19, "bool": 19, "int": 19, "float": 19, "str": 19, "bytearrai": 19, "memoryview": 19, "date": 19, "time": 19, "timedelta": 19, "uuid": 19, "decim": 19, "list": 19, "tupl": 19, "set": 19, "frozenset": 19, "namedtupl": 19, "dict": 19, "typeddict": 19, "dataclass": 19, "attr": 19, "enum": 19, "intenum": 19, "strenum": 19, "liter": 19, "newtyp": 19, "alias": 19, "gener": 19, "abstract": 19, "ani": 19, "strict": 20, "v": 20, "lax": 20, "mode": 20, "why": 21}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 58}, "alltitles": {"API Docs": [[0, "api-docs"]], "Structs": [[0, "structs"], [1, "structs"], [18, "structs"]], "Meta": [[0, "meta"]], "Raw": [[0, "raw"], [19, "raw"]], "Unset": [[0, "unset"]], "JSON": [[0, "json"]], "MessagePack": [[0, "messagepack"]], "YAML": [[0, "yaml"], [14, "yaml"]], "TOML": [[0, "toml"], [14, "toml"]], "JSON Schema": [[0, "json-schema"], [15, "json-schema"]], "Converters": [[0, "converters"], [4, "converters"]], "Inspect": [[0, "inspect"]], "Exceptions": [[0, "exceptions"]], "Benchmarks": [[1, "benchmarks"]], "JSON Serialization & Validation": [[1, "json-serialization-validation"]], "JSON Serialization": [[1, "json-serialization"]], "MessagePack Serialization": [[1, "messagepack-serialization"]], "JSON Serialization - Large Data": [[1, "json-serialization-large-data"]], "Garbage Collection": [[1, "garbage-collection"]], "Library Size": [[1, "library-size"]], "Changelog": [[2, "changelog"]], "Version 0.18.6 (2024-01-21)": [[2, "version-0-18-6-2024-01-21"]], "Version 0.18.5 (2023-12-12)": [[2, "version-0-18-5-2023-12-12"]], "Version 0.18.4 (2023-10-04)": [[2, "version-0-18-4-2023-10-04"]], "Version 0.18.3 (2023-10-03)": [[2, "version-0-18-3-2023-10-03"]], "Version 0.18.2 (2023-08-26)": [[2, "version-0-18-2-2023-08-26"]], "Version 0.18.1 (2023-08-16)": [[2, "version-0-18-1-2023-08-16"]], "Version 0.18.0 (2023-08-10)": [[2, "version-0-18-0-2023-08-10"]], "Version 0.17.0 (2023-07-11)": [[2, "version-0-17-0-2023-07-11"]], "Version 0.16.0 (2023-06-12)": [[2, "version-0-16-0-2023-06-12"]], "Version 0.15.1 (2023-05-19)": [[2, "version-0-15-1-2023-05-19"]], "Version 0.15.0 (2023-05-10)": [[2, "version-0-15-0-2023-05-10"]], "Version 0.14.2 (2023-04-19)": [[2, "version-0-14-2-2023-04-19"]], "Version 0.14.1 (2023-04-07)": [[2, "version-0-14-1-2023-04-07"]], "Version 0.14.0 (2023-04-02)": [[2, "version-0-14-0-2023-04-02"]], "Version 0.13.1 (2023-02-09)": [[2, "version-0-13-1-2023-02-09"]], "Version 0.13.0 (2023-02-08)": [[2, "version-0-13-0-2023-02-08"]], "Version 0.12.0 (2023-01-05)": [[2, "version-0-12-0-2023-01-05"]], "Version 0.11.0 (2022-12-19)": [[2, "version-0-11-0-2022-12-19"]], "Version 0.10.1 (2022-12-08)": [[2, "version-0-10-1-2022-12-08"]], "Version 0.10.0 (2022-12-07)": [[2, "version-0-10-0-2022-12-07"]], "Version 0.9.1 (2022-10-27)": [[2, "version-0-9-1-2022-10-27"]], "Version 0.9.0 (2022-09-13)": [[2, "version-0-9-0-2022-09-13"]], "Version 0.8.0 (2022-08-01)": [[2, "version-0-8-0-2022-08-01"]], "Version 0.7.1 (2022-06-27)": [[2, "version-0-7-1-2022-06-27"]], "Version 0.7.0 (2022-06-20)": [[2, "version-0-7-0-2022-06-20"]], "Version 0.6.0 (2022-04-06)": [[2, "version-0-6-0-2022-04-06"]], "Version 0.5.0 (2022-03-09)": [[2, "version-0-5-0-2022-03-09"]], "Version 0.4.2 (2022-02-28)": [[2, "version-0-4-2-2022-02-28"]], "Version 0.4.1 (2022-02-23)": [[2, "version-0-4-1-2022-02-23"]], "Version 0.4.0 (2022-02-08)": [[2, "version-0-4-0-2022-02-08"]], "Version 0.3.2 (2021-07-23)": [[2, "version-0-3-2-2021-07-23"]], "Version 0.3.1 (2021-07-12)": [[2, "version-0-3-1-2021-07-12"]], "Version 0.3.0 (2021-07-07)": [[2, "version-0-3-0-2021-07-07"]], "Version 0.2.0 (2021-02-25)": [[2, "version-0-2-0-2021-02-25"]], "Version 0.1.0 (2021-02-23)": [[2, "version-0-1-0-2021-02-23"]], "Constraints": [[3, "constraints"]], "Numeric Constraints": [[3, "numeric-constraints"]], "String Constraints": [[3, "string-constraints"]], "Datetime Constraints": [[3, "datetime-constraints"]], "Bytes Constraints": [[3, "bytes-constraints"]], "Sequence Constraints": [[3, "sequence-constraints"]], "Mapping Constraints": [[3, "mapping-constraints"]], "Asyncio TCP Key-Value Server": [[5, "asyncio-tcp-key-value-server"]], "Conda Repodata": [[6, "conda-repodata"]], "Usage with EdgeDB": [[7, "usage-with-edgedb"]], "Setup": [[7, "setup"]], "JSON Encoding Query Results": [[7, "json-encoding-query-results"]], "Supporting Other EdgeDB Types": [[7, "supporting-other-edgedb-types"]], "Converting Results to Structs": [[7, "converting-results-to-structs"]], "GeoJSON": [[8, "geojson"]], "Examples": [[9, "examples"]], "Parsing pyproject.toml": [[10, "parsing-pyproject-toml"]], "Extending": [[11, "extending"]], "Mapping to/from native types": [[11, "mapping-to-from-native-types"]], "Defining a custom extension (MessagePack only)": [[11, "defining-a-custom-extension-messagepack-only"]], "msgspec": [[12, "msgspec"]], "Highlights": [[12, "highlights"]], "Used By": [[12, "used-by"]], "Inspecting Types": [[13, "inspecting-types"]], "Installation": [[14, "installation"]], "Optional Dependencies": [[14, "optional-dependencies"]], "Installing from GitHub": [[14, "installing-from-github"]], "Example": [[15, "example"]], "Performance Tips": [[16, "performance-tips"]], "Reuse Encoders/Decoders": [[16, "reuse-encoders-decoders"]], "Use Structs": [[16, "use-structs"]], "Avoid Encoding Default Values": [[16, "avoid-encoding-default-values"]], "Avoid Decoding Unused Fields": [[16, "avoid-decoding-unused-fields"]], "Reduce Allocations": [[16, "reduce-allocations"]], "Reusing an output buffer": [[16, "reusing-an-output-buffer"]], "Line-Delimited JSON": [[16, "line-delimited-json"]], "Length-Prefix Framing": [[16, "length-prefix-framing"]], "Use MessagePack": [[16, "use-messagepack"]], "Use gc=False": [[16, "use-gc-false"]], "Use array_like=True": [[16, "use-array-like-true"]], "Schema Evolution": [[17, "schema-evolution"]], "Default Values": [[18, "default-values"]], "Post-Init Processing": [[18, "post-init-processing"]], "Field Ordering": [[18, "field-ordering"]], "Class Variables": [[18, "class-variables"]], "Type Validation": [[18, "type-validation"]], "Pattern Matching": [[18, "pattern-matching"]], "Equality and Order": [[18, "equality-and-order"]], "Frozen Instances": [[18, "frozen-instances"]], "Tagged Unions": [[18, "tagged-unions"]], "Omitting Default Values": [[18, "omitting-default-values"]], "Forbidding Unknown Fields": [[18, "forbidding-unknown-fields"]], "Renaming Fields": [[18, "renaming-fields"]], "Encoding/Decoding as Arrays": [[18, "encoding-decoding-as-arrays"]], "Runtime Definition": [[18, "runtime-definition"]], "Disabling Garbage Collection (Advanced)": [[18, "disabling-garbage-collection-advanced"]], "Supported Types": [[19, "supported-types"]], "None": [[19, "none"]], "bool": [[19, "bool"]], "int": [[19, "int"]], "float": [[19, "float"]], "str": [[19, "str"]], "bytes / bytearray / memoryview": [[19, "bytes-bytearray-memoryview"]], "datetime": [[19, "datetime"]], "date": [[19, "date"]], "time": [[19, "time"]], "timedelta": [[19, "timedelta"]], "uuid": [[19, "uuid"]], "decimal": [[19, "decimal"]], "list / tuple / set / frozenset": [[19, "list-tuple-set-frozenset"]], "NamedTuple": [[19, "namedtuple"]], "dict": [[19, "dict"]], "TypedDict": [[19, "typeddict"]], "dataclasses": [[19, "dataclasses"]], "attrs": [[19, "attrs"]], "Struct": [[19, "struct"]], "UNSET": [[19, "unset"]], "Enum / IntEnum / StrEnum": [[19, "enum-intenum-strenum"]], "Literal": [[19, "literal"]], "NewType": [[19, "newtype"]], "Type Aliases": [[19, "type-aliases"]], "Generic Types": [[19, "generic-types"]], "Abstract Types": [[19, "abstract-types"]], "Union /  Optional": [[19, "union-optional"]], "Any": [[19, "any"]], "Usage": [[20, "usage"]], "Encoding": [[20, "encoding"]], "Decoding": [[20, "decoding"]], "Typed Decoding": [[20, "typed-decoding"]], "\u201cStrict\u201d vs \u201cLax\u201d Mode": [[20, "strict-vs-lax-mode"]], "Why msgspec?": [[21, "why-msgspec"]]}, "indexentries": {"anytype (class in msgspec.inspect)": [[0, "msgspec.inspect.AnyType"]], "booltype (class in msgspec.inspect)": [[0, "msgspec.inspect.BoolType"]], "bytearraytype (class in msgspec.inspect)": [[0, "msgspec.inspect.ByteArrayType"]], "bytestype (class in msgspec.inspect)": [[0, "msgspec.inspect.BytesType"]], "collectiontype (class in msgspec.inspect)": [[0, "msgspec.inspect.CollectionType"]], "customtype (class in msgspec.inspect)": [[0, "msgspec.inspect.CustomType"]], "dataclasstype (class in msgspec.inspect)": [[0, "msgspec.inspect.DataclassType"]], "datetimetype (class in msgspec.inspect)": [[0, "msgspec.inspect.DateTimeType"]], "datetype (class in msgspec.inspect)": [[0, "msgspec.inspect.DateType"]], "decimaltype (class in msgspec.inspect)": [[0, "msgspec.inspect.DecimalType"]], "decodeerror": [[0, "msgspec.DecodeError"]], "decoder (class in msgspec.json)": [[0, "msgspec.json.Decoder"]], "decoder (class in msgspec.msgpack)": [[0, "msgspec.msgpack.Decoder"]], "dicttype (class in msgspec.inspect)": [[0, "msgspec.inspect.DictType"]], "encodeerror": [[0, "msgspec.EncodeError"]], "encoder (class in msgspec.json)": [[0, "msgspec.json.Encoder"]], "encoder (class in msgspec.msgpack)": [[0, "msgspec.msgpack.Encoder"]], "enumtype (class in msgspec.inspect)": [[0, "msgspec.inspect.EnumType"]], "ext (class in msgspec.msgpack)": [[0, "msgspec.msgpack.Ext"]], "exttype (class in msgspec.inspect)": [[0, "msgspec.inspect.ExtType"]], "field (class in msgspec.inspect)": [[0, "msgspec.inspect.Field"]], "fieldinfo (class in msgspec.structs)": [[0, "msgspec.structs.FieldInfo"]], "floattype (class in msgspec.inspect)": [[0, "msgspec.inspect.FloatType"]], "frozensettype (class in msgspec.inspect)": [[0, "msgspec.inspect.FrozenSetType"]], "inttype (class in msgspec.inspect)": [[0, "msgspec.inspect.IntType"]], "listtype (class in msgspec.inspect)": [[0, "msgspec.inspect.ListType"]], "literaltype (class in msgspec.inspect)": [[0, "msgspec.inspect.LiteralType"]], "memoryviewtype (class in msgspec.inspect)": [[0, "msgspec.inspect.MemoryViewType"]], "meta (class in msgspec)": [[0, "msgspec.Meta"]], "metadata (class in msgspec.inspect)": [[0, "msgspec.inspect.Metadata"]], "msgspecerror": [[0, "msgspec.MsgspecError"]], "nodefault (in module msgspec)": [[0, "msgspec.NODEFAULT"]], "namedtupletype (class in msgspec.inspect)": [[0, "msgspec.inspect.NamedTupleType"]], "nonetype (class in msgspec.inspect)": [[0, "msgspec.inspect.NoneType"]], "raw (class in msgspec)": [[0, "msgspec.Raw"]], "rawtype (class in msgspec.inspect)": [[0, "msgspec.inspect.RawType"]], "settype (class in msgspec.inspect)": [[0, "msgspec.inspect.SetType"]], "strtype (class in msgspec.inspect)": [[0, "msgspec.inspect.StrType"]], "struct (class in msgspec)": [[0, "msgspec.Struct"]], "structconfig (class in msgspec.structs)": [[0, "msgspec.structs.StructConfig"]], "structtype (class in msgspec.inspect)": [[0, "msgspec.inspect.StructType"]], "timedeltatype (class in msgspec.inspect)": [[0, "msgspec.inspect.TimeDeltaType"]], "timetype (class in msgspec.inspect)": [[0, "msgspec.inspect.TimeType"]], "tupletype (class in msgspec.inspect)": [[0, "msgspec.inspect.TupleType"]], "type (class in msgspec.inspect)": [[0, "msgspec.inspect.Type"]], "typeddicttype (class in msgspec.inspect)": [[0, "msgspec.inspect.TypedDictType"]], "unset (in module msgspec)": [[0, "msgspec.UNSET"]], "uuidtype (class in msgspec.inspect)": [[0, "msgspec.inspect.UUIDType"]], "uniontype (class in msgspec.inspect)": [[0, "msgspec.inspect.UnionType"]], "unsettype (class in msgspec)": [[0, "msgspec.UnsetType"]], "validationerror": [[0, "msgspec.ValidationError"]], "vartupletype (class in msgspec.inspect)": [[0, "msgspec.inspect.VarTupleType"]], "asdict() (in module msgspec.structs)": [[0, "msgspec.structs.asdict"]], "astuple() (in module msgspec.structs)": [[0, "msgspec.structs.astuple"]], "code (msgspec.msgpack.ext attribute)": [[0, "msgspec.msgpack.Ext.code"]], "convert() (in module msgspec)": [[0, "msgspec.convert"]], "copy() (msgspec.raw method)": [[0, "msgspec.Raw.copy"]], "data (msgspec.msgpack.ext attribute)": [[0, "msgspec.msgpack.Ext.data"]], "decode() (in module msgspec.json)": [[0, "msgspec.json.decode"]], "decode() (in module msgspec.msgpack)": [[0, "msgspec.msgpack.decode"]], "decode() (in module msgspec.toml)": [[0, "msgspec.toml.decode"]], "decode() (in module msgspec.yaml)": [[0, "msgspec.yaml.decode"]], "decode() (msgspec.json.decoder method)": [[0, "msgspec.json.Decoder.decode"]], "decode() (msgspec.msgpack.decoder method)": [[0, "msgspec.msgpack.Decoder.decode"]], "decode_lines() (msgspec.json.decoder method)": [[0, "msgspec.json.Decoder.decode_lines"]], "defstruct() (in module msgspec)": [[0, "msgspec.defstruct"]], "encode() (in module msgspec.json)": [[0, "msgspec.json.encode"]], "encode() (in module msgspec.msgpack)": [[0, "msgspec.msgpack.encode"]], "encode() (in module msgspec.toml)": [[0, "msgspec.toml.encode"]], "encode() (in module msgspec.yaml)": [[0, "msgspec.yaml.encode"]], "encode() (msgspec.json.encoder method)": [[0, "msgspec.json.Encoder.encode"]], "encode() (msgspec.msgpack.encoder method)": [[0, "msgspec.msgpack.Encoder.encode"]], "encode_into() (msgspec.json.encoder method)": [[0, "msgspec.json.Encoder.encode_into"]], "encode_into() (msgspec.msgpack.encoder method)": [[0, "msgspec.msgpack.Encoder.encode_into"]], "encode_lines() (msgspec.json.encoder method)": [[0, "msgspec.json.Encoder.encode_lines"]], "field() (in module msgspec)": [[0, "msgspec.field"]], "fields() (in module msgspec.structs)": [[0, "msgspec.structs.fields"]], "force_setattr() (in module msgspec.structs)": [[0, "msgspec.structs.force_setattr"]], "format() (in module msgspec.json)": [[0, "msgspec.json.format"]], "includes_none (msgspec.inspect.uniontype property)": [[0, "msgspec.inspect.UnionType.includes_none"]], "multi_type_info() (in module msgspec.inspect)": [[0, "msgspec.inspect.multi_type_info"]], "replace() (in module msgspec.structs)": [[0, "msgspec.structs.replace"]], "schema() (in module msgspec.json)": [[0, "msgspec.json.schema"]], "schema_components() (in module msgspec.json)": [[0, "msgspec.json.schema_components"]], "to_builtins() (in module msgspec)": [[0, "msgspec.to_builtins"]], "type_info() (in module msgspec.inspect)": [[0, "msgspec.inspect.type_info"]]}})
\ No newline at end of file
+Search.setIndex({"docnames": ["api", "benchmarks", "changelog", "constraints", "converters", "examples/asyncio-kv", "examples/conda-repodata", "examples/edgedb", "examples/geojson", "examples/index", "examples/pyproject-toml", "extending", "index", "inspect", "install", "jsonschema", "perf-tips", "schema-evolution", "structs", "supported-types", "usage", "why"], "filenames": ["api.rst", "benchmarks.rst", "changelog.rst", "constraints.rst", "converters.rst", "examples/asyncio-kv.rst", "examples/conda-repodata.rst", "examples/edgedb.rst", "examples/geojson.rst", "examples/index.rst", "examples/pyproject-toml.rst", "extending.rst", "index.rst", "inspect.rst", "install.rst", "jsonschema.rst", "perf-tips.rst", "schema-evolution.rst", "structs.rst", "supported-types.rst", "usage.rst", "why.rst"], "titles": ["API Docs", "Benchmarks", "Changelog", "Constraints", "Converters", "Asyncio TCP Key-Value Server", "Conda Repodata", "Usage with EdgeDB", "GeoJSON", "Examples", "Parsing <code class=\"docutils literal notranslate\"><span class=\"pre\">pyproject.toml</span></code>", "Extending", "msgspec", "Inspecting Types", "Installation", "JSON Schema", "Performance Tips", "Schema Evolution", "Structs", "Supported Types", "Usage", "Why msgspec?"], "terms": {"class": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 19, 20, 21], "msgspec": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20], "A": [0, 1, 2, 3, 5, 8, 10, 12, 13, 15, 16, 17, 18, 19, 20], "base": [0, 2, 10, 14, 18, 19], "defin": [0, 1, 2, 5, 6, 7, 8, 10, 12, 16, 17, 18, 19, 20], "effici": [0, 1, 2, 5, 6, 7, 13, 16, 17, 18, 19, 20, 21], "serializ": 0, "object": [0, 1, 2, 3, 4, 6, 7, 8, 10, 11, 12, 13, 15, 16, 18, 19, 20, 21], "field": [0, 2, 4, 6, 7, 8, 10, 13, 17, 19, 21], "ar": [0, 1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 15, 16, 18, 19, 20, 21], "us": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 17, 18, 19, 20, 21], "type": [0, 1, 2, 3, 4, 5, 6, 8, 10, 12, 15, 16, 17, 21], "annot": [0, 2, 3, 5, 8, 10, 11, 12, 13, 15, 17, 18, 19, 20, 21], "mai": [0, 1, 2, 3, 4, 7, 8, 11, 12, 13, 14, 16, 18, 19], "option": [0, 1, 2, 4, 6, 8, 12, 15, 16, 17, 18, 20, 21], "have": [0, 1, 2, 4, 7, 10, 11, 16, 17, 18, 19], "default": [0, 2, 3, 4, 7, 8, 10, 11, 13, 15, 17, 19, 20], "valu": [0, 2, 3, 4, 6, 8, 9, 10, 11, 15, 17, 19], "which": [0, 1, 3, 7, 10, 11, 13, 16, 18, 19], "result": [0, 1, 2, 4, 5, 6, 8, 10, 11, 16, 18, 19], "keyword": [0, 2, 4, 10, 18, 20], "paramet": [0, 2, 18, 19], "constructor": [0, 2], "automat": [0, 2, 7, 18, 19], "__init__": [0, 2, 5, 18], "__eq__": [0, 2, 18], "__repr__": [0, 18], "__copy__": [0, 18], "method": [0, 2, 7, 8, 11, 16, 18, 19, 20], "addit": [0, 1, 2, 4, 7, 10, 11, 12, 13, 14, 18, 19], "can": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 16, 17, 18, 19, 20, 21], "need": [0, 1, 2, 3, 6, 7, 11, 16, 17, 18, 19, 20, 21], "note": [0, 3, 5, 7, 10, 11, 13, 14, 16, 18, 19, 20], "__new__": [0, 18], "cannot": [0, 18], "overridden": [0, 18], "other": [0, 1, 2, 4, 8, 11, 12, 16, 18, 19, 20, 21], "tupl": [0, 2, 3, 4, 6, 8, 11, 18], "name": [0, 1, 2, 3, 6, 7, 8, 10, 12, 13, 15, 16, 17, 18, 19, 20], "i": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21], "avail": [0, 2, 18], "via": [0, 2, 11, 14, 18, 20, 21], "__struct_fields__": [0, 18], "attribut": [0, 2, 4, 6, 18, 19, 21], "enabl": [0, 2, 4, 16, 18], "pass": [0, 1, 2, 5, 10, 11, 16, 18, 19, 20], "definit": [0, 2, 10, 16, 17], "see": [0, 1, 2, 3, 4, 6, 8, 13, 16, 18, 19, 20], "exampl": [0, 2, 3, 4, 5, 6, 7, 8, 10, 11, 13, 16, 17, 18, 19, 20], "below": [0, 8, 11], "These": [0, 2, 3, 4, 7, 11, 18, 19], "configur": [0, 2, 4, 10, 11, 16, 18], "also": [0, 1, 2, 3, 7, 8, 10, 12, 13, 16, 18, 19, 21], "runtim": [0, 2, 19, 20, 21], "through": [0, 2, 7, 12, 18, 19, 20], "__struct_config__": [0, 2], "frozen": [0, 2, 19], "bool": [0, 2, 4, 13, 18], "fals": [0, 1, 2, 3, 4, 13, 18, 19, 20], "whether": [0, 3, 4, 10, 18, 19], "instanc": [0, 1, 2, 7, 13, 19], "thi": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21], "pseudo": 0, "immut": [0, 2, 18], "If": [0, 2, 3, 4, 5, 7, 11, 12, 14, 16, 17, 18, 19, 20, 21], "true": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 13, 17, 18, 19], "assign": [0, 18, 19], "disabl": [0, 2, 16, 19], "correspond": [0, 5, 13, 15, 18, 19], "__hash__": [0, 18], "order": [0, 1, 2, 16, 19, 21], "__lt__": [0, 18], "__le__": [0, 18], "__gt__": [0, 18], "__ge__": [0, 18], "gener": [0, 2, 13, 15, 18], "eq": [0, 2, 18], "an": [0, 1, 2, 3, 4, 5, 7, 8, 10, 11, 13, 17, 18, 19, 20, 21], "set": [0, 2, 3, 4, 5, 8, 10, 12, 15, 16, 17, 18, 20], "compar": [0, 1, 6, 8, 12, 18, 19], "ident": [0, 4, 18, 19], "alon": [0, 1, 12], "kw_onli": [0, 1, 2, 18], "all": [0, 1, 2, 4, 5, 6, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19], "treat": [0, 2, 3, 4, 19], "onli": [0, 1, 2, 3, 4, 6, 10, 16, 17, 18, 19], "argument": [0, 2, 4, 11, 18, 20], "omit_default": [0, 2, 10, 16, 18], "should": [0, 2, 4, 10, 11, 12, 16, 18, 19, 21], "omit": [0, 2, 10, 16, 19], "from": [0, 2, 3, 4, 5, 6, 8, 10, 13, 15, 16, 17, 18, 19, 21], "encod": [0, 1, 2, 4, 5, 8, 10, 11, 12, 15, 17, 19], "reduc": [0, 1, 2, 18], "messag": [0, 1, 2, 3, 4, 5, 8, 10, 11, 12, 16, 17, 18, 19, 20, 21], "size": [0, 2, 6, 12, 16, 18], "often": [0, 3, 16, 18, 20], "improv": [0, 2, 10, 16, 18, 19], "decod": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 17, 19, 21], "perform": [0, 1, 2, 6, 8, 12, 18, 19, 20], "forbid_unknown_field": [0, 2, 10, 13, 18], "error": [0, 2, 4, 5, 8, 10, 17, 18, 19, 20, 21], "rais": [0, 2, 4, 5, 7, 10, 11, 18, 19, 20, 21], "unknown": [0, 2, 10, 17, 19], "encount": [0, 16, 18], "while": [0, 2, 3, 5, 6, 8, 11, 12, 13, 16, 18, 19, 21], "skip": [0, 1, 17, 18], "tag": [0, 1, 2, 5, 8, 13, 15, 19], "str": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18, 20], "int": [0, 1, 2, 3, 4, 5, 6, 8, 11, 12, 13, 15, 16, 18, 20], "callabl": [0, 18], "none": [0, 1, 2, 3, 4, 5, 8, 10, 12, 13, 15, 17, 18, 20], "along": [0, 4, 7, 11, 15, 16], "tag_field": [0, 13, 18], "union": [0, 2, 5, 8], "support": [0, 2, 3, 4, 10, 11, 12, 13, 14, 16, 17, 18, 20, 21], "either": [0, 2, 3, 14, 18, 19], "non": [0, 2, 3, 4, 7, 16, 18], "consid": [0, 11, 18, 19], "In": [0, 1, 2, 4, 5, 7, 8, 10, 12, 13, 18, 19], "case": [0, 1, 2, 4, 5, 10, 11, 13, 18, 19, 20], "extra": [0, 1, 2, 10, 14, 19], "ad": [0, 2, 3, 4, 7, 12, 18, 20], "differenti": [0, 2, 8, 19], "dure": [0, 1, 2, 6, 11, 12, 18, 19, 20], "altern": [0, 1, 2, 12, 16, 19], "you": [0, 1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21], "provid": [0, 1, 2, 4, 8, 9, 11, 12, 13, 15, 16, 18, 19, 20], "string": [0, 1, 2, 4, 7, 10, 11, 15, 16, 18, 19, 20], "less": [0, 1, 3, 16, 18, 19, 21], "commonli": [0, 2, 16, 18], "directli": [0, 7, 11, 16, 18, 19], "e": [0, 1, 2, 3, 11, 16, 18, 19, 20], "g": [0, 1, 2, 11, 16, 18, 19, 20], "my": [0, 1, 16, 18], "take": [0, 1, 4, 6, 8, 13, 18], "qualnam": [0, 18], "return": [0, 4, 5, 6, 7, 10, 11, 18, 19], "valid": [0, 2, 3, 4, 5, 8, 10, 12, 13, 19, 20, 21], "lower": [0, 18, 19], "more": [0, 1, 2, 3, 4, 6, 8, 13, 16, 18, 19, 20, 21], "inform": [0, 1, 2, 4, 6, 8, 11, 13, 16, 18, 19, 20], "The": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20], "abov": [0, 1, 3, 4, 7, 8, 10, 16, 18, 19, 20, 21], "renam": [0, 2, 10], "map": [0, 2, 15, 18, 19], "control": 0, "when": [0, 1, 2, 3, 8, 10, 11, 15, 16, 18, 19], "one": [0, 1, 4, 8, 11, 12, 16, 18, 19], "upper": [0, 18], "camel": [0, 2, 18], "pascal": [0, 2, 18], "kebab": [0, 2, 10], "lowercas": [0, 18, 19], "uppercas": [0, 18], "camelcas": [0, 2, 18], "pascalcas": [0, 18], "respect": [0, 2, 7, 12, 19, 20], "miss": [0, 5, 8, 17, 18, 19, 21], "new": [0, 1, 2, 5, 6, 7, 10, 11, 12, 16, 17, 18, 19], "repr_omit_default": [0, 2], "repr": [0, 2], "array_lik": [0, 2, 13, 17, 18, 19], "arrai": [0, 2, 3, 10, 15, 16, 19], "like": [0, 1, 2, 4, 6, 10, 12, 13, 15, 16, 18, 19, 20, 21], "rather": [0, 1, 2, 3, 4, 19, 20, 21], "than": [0, 1, 2, 3, 4, 6, 8, 11, 12, 13, 16, 18, 19, 20, 21], "dict": [0, 1, 2, 3, 4, 5, 6, 8, 10, 13, 16, 18, 20, 21], "cost": [0, 1, 6, 12, 16, 18, 19, 20], "inscrut": [0, 16, 18], "gc": [0, 1, 2, 18], "garbag": [0, 2, 16], "collect": [0, 2, 11, 16, 19], "help": [0, 2, 10, 21], "pressur": [0, 1], "prevent": [0, 2, 18], "refer": [0, 2, 11, 16, 18], "cycl": [0, 16, 18], "compos": [0, 1, 2, 4, 7, 11, 19], "being": [0, 1, 2, 11, 19], "It": [0, 1, 2, 6, 7, 10, 12, 18, 19, 21], "user": [0, 1, 2, 3, 11, 12, 13, 16, 17, 18, 19, 20], "": [0, 1, 2, 3, 4, 6, 7, 8, 10, 12, 13, 14, 16, 18, 19, 20, 21], "respons": [0, 5, 18, 19], "ensur": [0, 2, 3, 8, 11, 18, 19], "don": [0, 2, 3, 6, 11, 13, 17, 18, 19, 21], "t": [0, 1, 2, 3, 4, 5, 6, 7, 10, 11, 13, 14, 16, 17, 18, 19, 20, 21], "occur": [0, 18, 19], "weakref": [0, 2], "weak": 0, "includ": [0, 1, 2, 4, 7, 10, 12, 13, 15, 16, 17, 18, 19], "__dict__": [0, 2], "allow": [0, 2, 11, 18, 20, 21], "undeclar": 0, "hold": [0, 10], "privat": 0, "state": [0, 1, 2, 16, 19], "cache_hash": [0, 2], "hash": [0, 2], "comput": 0, "most": [0, 1, 2, 3, 4, 8, 10, 11, 12, 18, 19, 20], "onc": [0, 2, 6, 16, 18, 19, 20], "cach": [0, 1, 2], "further": [0, 2, 18, 19], "reus": [0, 1, 3, 18, 19], "For": [0, 1, 2, 3, 4, 6, 10, 11, 12, 13, 16, 17, 18, 19, 20], "expens": [0, 18], "small": [0, 1, 2, 5, 6, 16], "amount": [0, 1], "memori": [0, 1, 2, 11, 16, 18, 19], "usag": [0, 1, 2, 5, 9, 11, 16, 19], "here": [0, 1, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 18, 19, 20, 21], "we": [0, 1, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 17, 18, 19, 20, 21], "describ": [0, 8, 12, 16, 18, 19, 20, 21], "dog": 0, "ha": [0, 1, 5, 10, 12, 13, 14, 16, 18, 19, 20, 21], "three": [0, 19], "two": [0, 1, 7, 8, 11, 18, 19], "requir": [0, 1, 2, 3, 7, 10, 11, 12, 13, 14, 15, 16, 18, 19], "breed": 0, "is_good_boi": 0, "snicker": 0, "corgi": 0, "part": [0, 5, 6, 11, 16, 18, 19], "point": [0, 3, 4, 8, 13, 18, 19], "x": [0, 4, 16, 18, 19], "float": [0, 2, 3, 4, 8, 11, 15, 18], "y": [0, 4, 18, 19], "1": [0, 1, 3, 4, 5, 7, 8, 10, 11, 12, 13, 15, 16, 18, 19, 20], "5": [0, 1, 4, 5, 8, 10, 12, 18, 19], "2": [0, 1, 3, 4, 5, 7, 8, 10, 11, 16, 18, 19, 20], "0": [0, 1, 3, 5, 8, 10, 11, 12, 13, 15, 18, 19], "hashabl": [0, 2, 4, 18, 19], "nodefault": [0, 2], "default_factori": [0, 2, 13, 18], "ani": [0, 1, 2, 4, 5, 6, 10, 11, 13, 16, 17, 18, 20], "zero": [0, 2, 12, 19], "function": [0, 1, 2, 4, 11, 13, 16, 18, 19, 20], "call": [0, 1, 2, 3, 4, 10, 12, 13, 16, 18, 19, 20], "per": [0, 1, 2, 8, 10, 18, 19], "constant": 0, "present": [0, 5, 10, 16, 18, 19], "overrid": [0, 2, 18], "level": [0, 2, 4, 8, 10, 16], "defstruct": [0, 2, 18], "modul": [0, 2, 3, 4, 7, 8, 12, 13, 18, 19, 20], "namespac": [0, 2], "dynam": [0, 2, 10, 18], "iter": [0, 2, 4, 13], "element": [0, 2, 19], "without": [0, 1, 2, 14, 16, 17, 18, 19, 21], "specifi": [0, 1, 2, 3, 4, 5, 10, 17, 18, 19, 20], "infer": [0, 2], "caller": 0, "stack": 0, "frame": [0, 5], "add": [0, 1, 2, 4, 5, 7, 17, 18, 19], "kwarg": [0, 2, 18], "import": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20], "email": [0, 10, 12, 13, 17, 18, 19, 20], "group": [0, 3, 12, 13, 17, 18, 19, 20], "alic": [0, 10, 12, 17, 18, 19, 20], "replac": [0, 1, 2], "chang": [0, 2, 13, 17, 18, 21], "creat": [0, 1, 2, 3, 5, 6, 8, 11, 16, 18, 19, 20], "same": [0, 1, 2, 3, 6, 7, 16, 18, 19], "origin": [0, 1, 18], "new_struct": 0, "obj": [0, 4, 7, 11], "3": [0, 1, 3, 4, 5, 7, 8, 10, 14, 15, 18, 19, 20], "copi": [0, 1, 2, 16, 19], "dataclass": [0, 1, 2, 4, 7, 12, 16, 18], "asdict": [0, 2], "astupl": [0, 2], "to_builtin": [0, 2, 4], "force_setattr": [0, 2], "even": [0, 1, 10, 11, 18], "main": [0, 10, 13], "modifi": [0, 18], "__post_init__": [0, 2, 18, 19], "befor": [0, 1, 2, 5, 7, 18], "violat": 0, "guarante": [0, 12], "potenti": [0, 19], "unsaf": [0, 20], "know": [0, 7, 11, 16, 18, 19], "what": [0, 21], "re": [0, 1, 6, 7, 11, 12, 16, 18, 19, 20, 21], "do": [0, 1, 16, 18, 19, 21], "type_or_inst": 0, "get": [0, 2, 5, 6, 18, 19], "about": [0, 6, 16, 19], "fieldinfo": 0, "encode_nam": [0, 13], "factori": [0, 18], "record": [0, 7], "seen": 0, "python": [0, 1, 2, 4, 5, 6, 7, 8, 10, 12, 14, 16, 18, 19, 20, 21], "code": [0, 2, 4, 11, 13, 16, 17, 18, 19, 21], "field_on": [0, 18], "differ": [0, 1, 2, 4, 5, 6, 8, 18, 19, 21], "fieldon": [0, 18], "full": [0, 1, 2, 5, 6, 8, 10, 12, 16], "Will": [0, 8], "structconfig": 0, "given": [0, 11, 18, 19], "access": [0, 1, 2, 6, 20, 21], "expos": [0, 2, 16], "follow": [0, 1, 3, 4, 6, 7, 11, 16, 17, 18, 19, 21], "match": [0, 2, 3, 4, 5, 19, 20], "docstr": [0, 2], "detail": [0, 3, 16], "singleton": [0, 2, 19], "indic": [0, 1, 2, 18, 19], "gt": [0, 2, 3, 13, 15], "ge": [0, 3, 13], "lt": [0, 2, 3, 13], "le": [0, 3, 13], "multiple_of": [0, 3, 13], "pattern": [0, 1, 2, 3, 5, 11, 13, 19], "min_length": [0, 3, 13], "max_length": [0, 3, 13], "tz": [0, 2, 3, 19], "titl": [0, 7, 13, 15], "descript": [0, 2, 10, 13, 15], "extra_json_schema": [0, 13], "metadata": [0, 2, 6, 10, 13], "constraint": [0, 2, 10, 13, 15, 19], "must": [0, 3, 17, 18, 19], "greater": [0, 2, 3, 18], "equal": [0, 1, 3, 16], "multipl": [0, 2, 3, 13, 15, 16, 19, 20], "regex": [0, 3], "against": [0, 1, 2, 21], "unanchor": [0, 3], "mean": [0, 1, 3, 6, 7, 8, 11, 16, 17, 18], "search": 0, "length": [0, 2, 3, 5, 11, 15, 19], "timezon": [0, 2, 3, 7, 19], "datetim": [0, 1, 2, 4, 7], "time": [0, 1, 2, 3, 4, 6, 16, 18, 21], "awar": [0, 2, 3, 19], "naiv": [0, 2, 3, 19], "accept": [0, 3, 16, 19], "list": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 13, 15, 16, 18, 20], "recurs": 0, "merg": [0, 13], "conflict": [0, 18], "autogener": 0, "first": [0, 1, 6, 18, 19], "alia": [0, 19], "nonnegativeint": 0, "integ": [0, 2, 3, 5, 11, 15, 16, 18, 19, 20], "locat": 0, "second": [0, 1, 2, 19], "inlin": [0, 3], "restrict": [0, 2, 10, 18, 19], "maximum": [0, 3, 16], "32": [0, 2, 3, 11, 13, 19], "charact": [0, 2, 16, 19], "ag": [0, 19], "b": [0, 3, 7, 11, 12, 16, 18, 19, 20], "25": [0, 6, 19], "buffer": [0, 1, 2, 5, 11, 19], "contain": [0, 1, 2, 6, 7, 10, 11, 16, 18, 19], "common": [0, 1, 2, 4, 10, 12, 16, 18, 19], "won": [0, 10, 16, 18, 20, 21], "immedi": [0, 7], "instead": [0, 1, 2, 7, 16, 18, 19, 20], "view": [0, 11, 16, 19], "where": [0, 1, 2, 4, 16, 18, 19, 20], "whose": 0, "after": [0, 1, 2, 7, 18, 19], "wrap": [0, 2, 3, 4, 7, 13, 18, 19], "pre": [0, 1, 2, 4, 16, 19], "compon": [0, 2, 3, 15, 18, 19], "larger": [0, 7, 11, 15, 16, 19], "pai": [0, 6, 16], "them": [0, 6, 7, 8, 10, 16, 18, 19], "msg": [0, 4, 7, 10, 11, 12, 16, 17, 18, 19], "byte": [0, 1, 2, 5, 6, 10, 11, 16, 18], "bytearrai": [0, 2, 3, 16, 18], "memoryview": [0, 2, 11], "One": [0, 2, 4, 16, 18, 19], "implement": [0, 1, 2, 4, 7, 8, 12, 13, 16, 17, 19], "protocol": [0, 2, 4, 12, 14, 16, 19, 20, 21], "empti": [0, 2, 3, 16, 18], "back": [0, 1, 5, 11, 12, 16, 18, 19], "happen": [0, 19], "releas": [0, 2, 13, 14], "kept": 0, "drop": [0, 2], "work": [0, 1, 2, 3, 4, 5, 7, 8, 10, 11, 12, 16, 17, 18, 19], "explicit": [0, 18], "featur": [0, 8, 12, 14, 19], "attr": [0, 1, 2, 4, 7, 12, 18], "unsettyp": [0, 2, 19], "isn": [0, 1, 19], "explicitli": [0, 2, 3, 18, 19], "let": [0, 2, 19, 20, 21], "downstream": [0, 2, 10, 19], "consum": [0, 10, 19], "determin": [0, 5, 6, 16, 18, 19], "wa": [0, 8, 10, 11, 18, 19], "left": [0, 19], "null": [0, 12, 15, 18, 19], "enc_hook": [0, 4, 7, 11], "decimal_format": [0, 19], "uuid_format": [0, 19], "canon": [0, 19], "aren": [0, 18, 19, 21], "unsupport": [0, 7, 19], "notimplementederror": [0, 7, 11], "number": [0, 6, 11, 15, 16, 17, 18, 19], "format": [0, 1, 2, 7, 8, 10, 19], "decim": [0, 2], "thei": [0, 1, 3, 5, 8, 11, 12, 16, 18, 19, 21], "recommend": [0, 2, 3, 7, 12, 16, 18, 19], "sinc": [0, 1, 2, 4, 6, 10, 11, 16, 18, 19], "precis": [0, 3, 19], "loss": [0, 19], "some": [0, 1, 2, 4, 5, 6, 7, 8, 10, 11, 12, 16, 18, 19, 20, 21], "librari": [0, 2, 4, 6, 7, 8, 10, 11, 12, 14, 18, 19, 20, 21], "hex": [0, 19], "uuid": [0, 2, 18], "hyphen": 0, "determinist": [0, 2], "sort": [0, 2, 5, 6], "unord": 0, "compound": [0, 13], "manner": [0, 19], "represent": [0, 1, 7, 11, 18, 19], "consist": [0, 2, 11, 16, 19, 20], "output": [0, 1, 2, 4, 7, 10, 19, 20], "between": [0, 2, 6, 8, 11, 13, 18, 19, 20, 21], "run": [0, 1, 5, 6, 7, 8, 18, 19], "comparison": [0, 1, 2, 18], "binari": [0, 2, 11, 12, 19], "necessari": [0, 11], "slower": [0, 1, 19], "produc": [0, 19], "human": [0, 2, 19], "readabl": [0, 2, 8, 18, 19], "serial": [0, 2, 4, 7, 11, 12, 16, 17, 18, 19, 20, 21], "data": [0, 6, 8, 10, 11, 12, 16, 18, 19, 20], "encode_into": [0, 2, 16], "offset": [0, 16], "exist": [0, 2, 4, 5, 10, 16, 17, 18, 19], "upon": [0, 21], "success": [0, 11], "truncat": [0, 19], "end": [0, 16, 17, 18], "underli": [0, 1, 6, 11], "append": [0, 16, 17], "later": [0, 1, 6, 18, 19], "start": [0, 6, 13, 16, 19], "write": [0, 1, 5, 14, 16, 19, 21], "encode_lin": [0, 2], "item": [0, 15, 18, 19], "newlin": [0, 2, 16], "delimit": [0, 2], "line": [0, 3, 4, 10, 12, 18, 19, 20], "ben": [0, 19], "n": [0, 1, 5, 16], "strict": [0, 2, 4, 19], "dec_hook": [0, 2, 4, 11, 19], "float_hook": [0, 2], "form": [0, 11, 19], "check": [0, 2, 10, 12, 18, 19, 21], "coercion": [0, 2, 4], "rule": [0, 2, 4, 18, 20], "wider": [0, 2, 4], "callback": [0, 2, 11], "handl": [0, 2, 4, 5, 8, 10, 11, 12, 16, 18, 19, 21], "custom": [0, 2, 18, 19, 21], "signatur": [0, 11, 18], "expect": [0, 3, 4, 10, 12, 13, 18, 19, 20], "basic": [0, 14], "hook": [0, 2, 18], "transform": [0, 11], "untyp": [0, 2, 4, 10, 11, 18], "liter": [0, 2], "val": [0, 5, 18], "equival": [0, 1, 19], "buf": [0, 11], "deseri": [0, 1, 11, 12, 17, 18, 19], "decode_lin": [0, 2], "4": [0, 1, 3, 4, 5, 8, 10, 16, 18, 19], "dec": [0, 11, 18], "typeerror": [0, 11, 18], "indent": 0, "usual": [0, 11], "how": [0, 2, 6, 7, 11, 19, 20], "mani": [0, 1, 2, 6, 12, 16, 19, 21], "space": [0, 18, 21], "singl": [0, 1, 2, 5, 10, 13, 15, 16, 19], "neg": [0, 19], "strip": [0, 2, 7], "unnecessari": [0, 1, 16, 19], "whitespac": 0, "minim": 0, "input": [0, 1, 2, 4, 10, 16, 18, 19], "otherwis": [0, 4, 11], "msgpack": [0, 1, 2, 4, 5, 11, 16, 19, 20], "big": [0, 5, 16, 19], "endian": [0, 5, 16, 19], "128": [0, 19], "bit": [0, 19], "ext_hook": [0, 11], "extens": [0, 2, 7, 12, 17, 19], "found": [0, 1, 3, 5, 6, 8, 10, 13, 19], "out": [0, 5, 7, 8, 10, 15, 16], "caus": [0, 2, 18], "persist": [0, 11, 19], "ext": [0, 11, 19], "repres": [0, 1, 8, 11, 12, 17, 18], "127": [0, 5, 11], "payload": [0, 16], "third": [0, 1, 19], "parti": [0, 1, 19], "pyyaml": [0, 14], "instal": [0, 7], "schema_hook": [0, 2], "share": [0, 16, 18], "extract": [0, 4, 6], "store": [0, 1, 2, 5, 10, 16, 18, 19], "top": [0, 2, 6, 13, 16], "def": [0, 4, 5, 6, 7, 10, 11, 15, 18, 19], "want": [0, 2, 11, 14, 16, 17, 18, 19, 21], "over": [0, 1, 16, 18, 19, 21], "schema_compon": [0, 15], "ref_templ": 0, "separ": [0, 20], "templat": 0, "ref": [0, 15], "intend": [0, 2, 7], "somewher": [0, 18], "might": [0, 13, 18], "openapi": [0, 13, 15], "each": [0, 1, 3, 5, 6, 8, 11, 16, 18, 19, 20], "from_attribut": [0, 2, 4, 7], "str_kei": [0, 4], "builtin_typ": [0, 2, 4], "accordingli": [0, 11], "impli": 0, "coerc": [0, 2, 4, 19], "databas": [0, 4, 7, 19], "queri": [0, 4, 6], "orm": [0, 2, 4], "structur": [0, 1, 2, 4, 6, 7, 12, 18, 19, 20], "builtin": [0, 2, 4, 7, 12, 13, 18, 19, 20, 21], "nativ": [0, 2, 4, 12, 16, 19, 21], "convers": [0, 2, 4, 7, 20], "current": [0, 5, 10, 18, 19], "date": [0, 2, 4], "timedelta": [0, 2], "kei": [0, 1, 2, 4, 9, 18, 19], "aqi": 0, "construct": [0, 2], "simpler": 0, "x01": 0, "x02": 0, "complex": [0, 3, 7, 11, 19], "mainli": [0, 15, 18], "unchang": [0, 2], "base64": [0, 2, 19], "type_info": [0, 2, 13], "compat": [0, 2, 7, 12, 13, 15, 19, 20], "multi_type_info": [0, 13], "sequenc": [0, 19], "info": [0, 2, 11], "booltyp": [0, 13], "inttyp": [0, 13], "listtyp": [0, 13], "item_typ": [0, 13], "floattyp": 0, "strtype": [0, 13], "subtyp": 0, "attach": [0, 11], "anytyp": 0, "nonetyp": [0, 13], "bytestyp": 0, "bytearraytyp": 0, "memoryviewtyp": 0, "datetimetyp": 0, "timetyp": 0, "datetyp": 0, "timedeltatyp": 0, "uuidtyp": 0, "decimaltyp": 0, "exttyp": 0, "rawtyp": 0, "enumtyp": 0, "cl": [0, 5, 13, 19], "enum": [0, 1, 2], "literaltyp": 0, "possibl": [0, 2, 12, 13, 18, 19], "customtyp": [0, 19], "uniontyp": [0, 13], "properti": [0, 8, 15], "includes_non": 0, "helper": 0, "collectiontyp": 0, "settyp": 0, "etc": [0, 16], "frozensettyp": 0, "frozenset": [0, 2, 3, 4], "vartupletyp": 0, "variad": 0, "tupletyp": 0, "dicttyp": 0, "key_typ": 0, "value_typ": 0, "doesn": [0, 2, 5, 6, 7, 10, 11, 18, 19, 20], "necessarili": 0, "typeddicttyp": 0, "typeddict": [0, 2], "namedtupletyp": 0, "namedtupl": [0, 2, 7], "dataclasstyp": 0, "structtyp": [0, 13], "ignor": [0, 2, 10, 18, 19], "msgspecerror": 0, "encodeerror": [0, 2], "decodeerror": [0, 2], "validationerror": [0, 2, 3, 4, 10, 11, 12, 18, 19, 20], "didn": [0, 4], "hard": 1, "repeatedli": 1, "tight": 1, "loop": [1, 8, 13, 16], "lead": [1, 2, 3, 18, 19], "instruct": 1, "stai": 1, "hot": [1, 16], "branch": [1, 5, 14], "highli": 1, "predict": 1, "That": 1, "real": [1, 11, 19], "world": [1, 19, 20], "nonbias": 1, "wrote": 1, "natur": 1, "whatev": [1, 11], "publish": [1, 2], "go": [1, 7, 18], "well": [1, 2, 5, 6, 7, 8, 10, 11, 12, 13, 18, 19, 21], "so": [1, 2, 5, 6, 11, 18, 19], "peopl": 1, "ve": 1, "tri": 1, "hopefulli": 1, "few": [1, 2, 4, 5, 6, 7, 9, 11, 12, 15, 16, 17, 18, 19, 20], "tradeoff": 1, "make": [1, 2, 3, 5, 8, 16, 18, 19, 20, 21], "choos": [1, 11, 16], "encourag": 1, "your": [1, 2, 7, 11, 12, 14, 16, 18, 19, 21], "own": [1, 11], "decis": 1, "were": [1, 2, 7, 18], "local": 1, "develop": [1, 10, 14], "machin": 1, "2020": [1, 15], "x86": 1, "linux": [1, 2], "laptop": 1, "cpython": [1, 2], "11": [1, 14], "cover": 1, "measur": [1, 6, 15, 16, 18], "thing": [1, 11, 13, 18], "schema": [1, 2, 4, 6, 7, 10, 11, 12, 13, 16, 18, 19, 20, 21], "convert": [1, 2, 5, 11, 13, 18, 19], "friendli": [1, 12, 21], "permiss": 1, "read": [1, 5, 8, 10, 14, 19], "read_writ": 1, "file": [1, 3, 6, 10, 12, 16, 18, 19, 20], "created_bi": 1, "created_at": 1, "updated_bi": 1, "updated_at": 1, "nbyte": 1, "directori": [1, 7], "content": [1, 6, 16], "18": [1, 3, 19], "mashumaro": 1, "pydant": [1, 12, 18, 19, 20], "both": [1, 2, 10, 11, 16, 18, 19], "10": [1, 3, 6, 8, 12, 18, 19], "13": [1, 8], "cattr": 1, "23": 1, "sourc": [1, 5, 6, 8, 10, 12], "6x": 1, "faster": [1, 2, 6, 8, 12, 18, 19, 21], "10x": [1, 2], "12x": [1, 2], "v2": 1, "85x": 1, "v1": [1, 18], "plot": 1, "show": [1, 8, 11], "benefit": [1, 12, 16, 18, 19], "done": [1, 3, 7, 14, 16, 18], "secondari": 1, "step": 1, "reason": 1, "travers": [1, 13], "entir": [1, 6], "slow": [1, 18], "due": [1, 2, 3, 4, 6, 16], "pointer": 1, "chase": 1, "desir": [1, 18], "model": [1, 19], "alloc": [1, 2, 6, 18], "temporari": [1, 16], "contrast": 1, "issu": [1, 2, 3, 10, 16, 18, 19], "taken": 1, "correctli": 1, "avoid": [1, 2, 6, 18, 19, 21], "up": [1, 2, 11, 16, 19], "peak": 1, "increas": [1, 11, 16], "rss": 1, "load": [1, 4, 6, 8, 10, 16, 18], "fraction": [1, 12], "tool": [1, 2, 10, 12, 13, 18, 19, 20, 21], "its": [1, 16, 18], "high": [1, 4, 8, 10, 12, 18], "itself": [1, 18], "standard": [1, 2, 4, 8, 12, 14, 18, 19], "dump": [1, 4, 8], "sever": [1, 2, 4, 19], "popular": [1, 8], "orjson": [1, 6, 8, 12, 21], "9": [1, 4, 8], "ujson": [1, 6, 21], "rapidjson": 1, "simdjson": [1, 6], "fastest": [1, 6, 12], "par": 1, "next": [1, 5], "abl": 1, "AND": 1, "just": [1, 2, 3, 5, 19, 21], "likewis": [1, 17, 19], "machineri": 1, "7": [1, 4, 5, 8, 10], "ormsgpack": 1, "As": [1, 3, 11, 18, 19], "though": [1, 12, 16, 21], "77": [1, 2], "mib": [1, 6], "noarch": [1, 6], "packag": [1, 2, 6], "conda": [1, 9, 14, 16], "forg": [1, 6, 14], "smaller": [1, 16], "better": [1, 2, 7, 13], "v": [1, 2, 4, 19], "m": [1, 6, 8, 19], "67": [1, 8], "6": [1, 4, 5, 8, 10, 18, 19], "0x": 1, "176": [1, 2], "8": [1, 3, 4, 5, 8, 11, 14, 19], "218": [1, 2], "2x": [1, 2, 16, 18], "630": 1, "295": 1, "4x": [1, 8], "868": 1, "9x": 1, "349": 1, "1087": 1, "1x": 1, "375": 1, "1004": 1, "7x": 1, "406": 1, "691": 1, "603": 1, "1053": 1, "least": [1, 19], "sens": 1, "cheaper": 1, "realli": 1, "best": [1, 11], "speed": 1, "assumpt": 1, "probabl": [1, 21], "still": [1, 2, 6, 10, 16, 17, 18, 19], "short": [1, 2], "temporarili": 1, "realloc": [1, 16], "everi": [1, 6, 13, 16, 18], "000": 1, "signific": 1, "save": 1, "similar": [1, 8, 11, 18, 19], "optim": [1, 2, 6, 16, 18, 19], "effect": [1, 19], "overhead": [1, 2], "oper": [1, 5, 12, 16], "abstract": [1, 2], "awai": 1, "boilerpl": 1, "\u03bc": 1, "12": [1, 7, 15, 19], "51": 1, "09": 1, "02": [1, 19], "03": [1, 19], "88": [1, 2, 8], "35": 1, "08": [1, 7], "16": [1, 3, 11], "483": 1, "37": [1, 7], "14": [1, 6], "87": 1, "506": 1, "36": [1, 2], "673": 1, "47": [1, 2], "54": [1, 2], "60": [1, 2], "much": [1, 2, 6, 19, 20], "especi": [1, 18], "cheap": 1, "creation": [1, 2, 18], "roughli": [1, 2], "17x": 1, "30x": 1, "5x": [1, 16, 18], "60x": [1, 12], "decreas": [1, 2, 16], "__slots__": 1, "dictionari": [1, 2], "simpl": [1, 2, 4, 6, 18, 20], "total": [1, 19], "80": [1, 2], "46": 1, "211": [1, 2], "66": [1, 6], "06": [1, 3, 19], "120": [1, 2], "96": 1, "07": 1, "104": [1, 2], "85": [1, 2, 19], "hungri": 1, "largest": 1, "paus": [1, 16], "outer": [1, 7, 19], "layout": 1, "thu": [1, 16], "defer": 1, "track": [1, 2, 18], "complet": [1, 3, 4, 7, 10, 11, 13, 15, 19], "lowest": 1, "lack": [1, 19], "75x": 1, "disk": 1, "closest": 1, "version": [1, 10, 17, 19], "00x": 1, "71": [1, 2], "66x": 1, "applic": [1, 2, 7, 18, 21], "depend": [1, 10, 12, 16, 19], "matter": [1, 6], "15x": 1, "integr": [2, 3, 7, 12, 13, 18, 20, 21], "pr": 2, "619": 2, "preserv": 2, "_": [2, 18, 19], "620": 2, "624": 2, "fix": [2, 16, 20], "bug": [2, 18], "inherit": [2, 18], "626": 2, "enforc": [2, 3], "627": 2, "slot": 2, "struct": [2, 3, 4, 5, 6, 8, 10, 11, 12, 13, 15, 17, 20], "635": 2, "convent": [2, 10, 18], "arbitrari": [2, 11], "636": [2, 18], "unhash": 2, "inspect": 2, "566": 2, "569": 2, "parametr": [2, 19], "571": 2, "577": 2, "subclass": [2, 13, 18, 19], "592": 2, "__ne__": [2, 18], "manual": [2, 11, 14, 18], "593": 2, "595": 2, "596": 2, "around": [2, 11], "deal": 2, "599": 2, "600": 2, "json": [2, 3, 4, 6, 8, 11, 12, 13, 17, 18, 19, 20, 21], "602": 2, "propertynam": 2, "604": 2, "605": 2, "alias": [2, 3, 18], "606": 2, "resolv": 2, "period": [2, 18], "segfault": 2, "561": 2, "__rich_repr__": [2, 18], "557": 2, "built": 2, "wheel": 2, "558": 2, "_missing_": [2, 19], "532": 2, "zoneinfo": 2, "534": 2, "538": 2, "relax": 2, "pars": [2, 6, 8, 9, 19, 21], "rfc3339": [2, 19], "iso8601": [2, 7, 19], "539": 2, "517": [2, 10], "try": [2, 5], "getattr": [2, 18], "getitem": 2, "519": 2, "521": 2, "485": 2, "499": 2, "overhaul": 2, "501": 2, "declar": [2, 10, 12, 18], "edgedb": [2, 9, 19], "510": 2, "511": 2, "445": 2, "interpret": [2, 19], "unix": [2, 13, 19], "epoch": [2, 19], "452": 2, "453": 2, "454": 2, "455": 2, "458": 2, "459": 2, "460": 2, "numer": 2, "463": 2, "465": 2, "466": 2, "preliminari": 2, "beta": 2, "467": 2, "fit": [2, 16], "int64": 2, "uint64": 2, "469": 2, "470": 2, "471": 2, "__attrs_post_init__": [2, 19], "472": 2, "475": 2, "479": 2, "deprec": 2, "from_builtin": 2, "favor": 2, "superset": 2, "old": [2, 17], "431": 2, "419": 2, "427": 2, "lax": [2, 4, 19], "mode": [2, 4, 19], "434": 2, "418": 2, "passthrough": 2, "435": 2, "415": 2, "429": 2, "count": [2, 18], "introduc": 2, "409": 2, "upstream": 2, "properli": [2, 11, 18], "notrequir": 2, "__future__": [2, 5, 8, 18], "410": 2, "386": 2, "393": 2, "396": 2, "398": 2, "break": [2, 13, 17, 21], "No": [2, 18], "longer": [2, 11], "normal": [2, 16, 18, 19], "utc": [2, 7, 19], "391": 2, "unhyphen": 2, "392": 2, "fixup": 2, "383": 2, "387": 2, "dedent": 2, "397": 2, "variant": 2, "__qualname__": 2, "auto": 2, "__name__": [2, 5], "399": 2, "400": 2, "threadsaf": 2, "402": 2, "write_buffer_s": 2, "remov": [2, 5, 16, 18, 19], "__del__": 2, "trashcan": 2, "369": 2, "__setattr__": 2, "376": 2, "larg": [2, 13, 16, 18, 19], "378": 2, "leak": [2, 18], "variabl": [2, 19], "380": 2, "now": [2, 7, 17, 19], "381": 2, "363": 2, "365": 2, "prealloc": 2, "367": 2, "323": 2, "322": 2, "328": 2, "util": [2, 5, 15], "330": 2, "331": 2, "mixin": 2, "332": 2, "335": 2, "343": 2, "346": 2, "unset": [2, 13], "doc": [2, 7, 8, 13, 18, 19], "350": 2, "unlik": [2, 18, 20], "event": 2, "previou": [2, 16], "mypi": [2, 10, 12, 18, 19, 20, 21], "dataclass_transform": 2, "352": 2, "final": [2, 19], "354": 2, "356": 2, "312": 2, "ones": [2, 19], "258": 2, "266": 2, "302": 2, "yaml": [2, 4, 12, 19, 20], "267": 2, "toml": [2, 4, 9, 12, 19, 20], "268": 2, "appli": [2, 3, 7, 19], "262": 2, "300": [2, 19], "arbitrarili": [2, 11], "nest": [2, 6, 13, 16, 19], "newtyp": 2, "272": 2, "invalid": [2, 3, 10, 18, 19], "273": 2, "274": 2, "With": 2, "except": [2, 5, 11, 18, 19], "mutabl": [2, 18], "deepcopi": 2, "pleas": [2, 19], "classvar": [2, 18], "281": 2, "288": 2, "abc": [2, 19], "mutablemap": [2, 19], "290": 2, "292": 2, "messagepack": [2, 12, 17, 19, 20], "294": 2, "298": 2, "249": 2, "251": 2, "raw": [2, 7, 10], "252": [2, 19], "experiment": [2, 13], "build": [2, 10, 13], "253": 2, "meta": [2, 3, 13, 15], "255": 2, "256": [2, 3], "237": 2, "239": 2, "behavior": [2, 11, 18], "242": 2, "shouldn": 2, "anyth": [2, 19], "howev": [2, 11, 12, 16, 18, 19, 21], "ll": [2, 7, 8, 11, 16, 19, 21], "reorder": [2, 17, 18], "243": 2, "underscor": [2, 19], "234": 2, "210": 2, "217": 2, "221": 2, "222": 2, "224": 2, "225": 2, "pretti": [2, 5, 7, 18], "print": [2, 5, 6, 7, 15, 18, 19], "alreadi": [2, 4, 7, 11, 12, 16, 19], "document": [2, 10, 13, 19], "226": 2, "229": 2, "205": 2, "microsecond": [2, 19], "resolut": 2, "timestamp": [2, 7, 19], "201": 2, "limit": [2, 7, 19], "191": 2, "181": 2, "rich": [2, 18], "183": 2, "170": 2, "175": 2, "185": 2, "135": 2, "142": 2, "161": 2, "test": [2, 6, 13, 18], "preleas": 2, "146": 2, "those": [2, 11, 16, 18, 21], "155": 2, "160": 2, "162": 2, "130": 2, "131": 2, "coupl": 2, "dealloc": 2, "routin": 2, "dramat": 2, "speedup": [2, 16, 18], "118": 2, "ascii": [2, 19], "40": [2, 6], "121": 2, "mirror": [2, 7], "veri": [2, 10], "70x": 2, "122": 2, "averag": [2, 16, 18], "119": 2, "variou": [2, 5, 9, 19], "mostli": [2, 6], "100": [2, 8], "101": 2, "102": [2, 8], "105": 2, "arm": 2, "mac": 2, "debug": 2, "symbol": 2, "113": 2, "__reduce__": 2, "117": 2, "nogc": 2, "To": [2, 7, 11, 17, 18, 19, 21], "124": [2, 6], "delai": [2, 19], "92": 2, "94": 2, "alter": 2, "major": 2, "snake_cas": [2, 18], "98": 2, "fewer": 2, "benchmark": [2, 6, 8, 12, 16, 18], "interact": [2, 7], "93": [2, 8], "lookup": 2, "tabl": [2, 10, 19], "heavi": [2, 16], "91": [2, 6], "95": 2, "smatter": 2, "83": 2, "30": [2, 6, 19], "84": 2, "somestructtyp": 2, "significantli": [2, 8], "asarrai": 2, "78": 2, "style": [2, 18], "75": [2, 11], "69": [2, 6], "intenum": 2, "68": 2, "cyclic": [2, 18], "collector": [2, 16, 18], "72": 2, "move": 2, "submodul": [2, 20], "56": 2, "path": [2, 16], "mistyp": [2, 19], "encodingerror": 2, "decodingerror": 2, "61": 2, "pyright": [2, 10, 12, 18, 19, 20, 21], "static": [2, 18, 19, 21], "caught": [2, 10], "checker": [2, 18], "53": 2, "across": 2, "micro": 2, "visibl": 2, "48": 2, "50": 2, "freelist": 2, "44": 2, "45": [2, 19], "api": [2, 4, 13, 16, 18, 19, 20], "34": 2, "31": 2, "reli": [2, 6], "33": 2, "mark": [2, 3, 18], "39": 2, "On": [2, 18], "initi": [2, 7, 18], "oop": [3, 4, 18, 19], "traceback": [3, 4, 10, 12, 18, 19, 20], "recent": [3, 4, 10, 12, 18, 19, 20], "last": [3, 4, 10, 12, 18, 19, 20], "stdin": [3, 12, 18, 19, 20], "got": [3, 4, 10, 12, 18, 19, 20], "suffici": 3, "sometim": [3, 16, 18, 19], "impos": 3, "constrain": [3, 15], "posit": [3, 8, 18], "d": [3, 11, 18, 19, 20], "positiveint": [3, 13], "combin": [3, 4, 7, 19], "regular": 3, "express": [3, 16], "z_": [3, 13], "z0": [3, 13], "9_": [3, 13], "cpu_limit": 3, "mem_limit": 3, "8192": 3, "1024": 3, "unixnam": [3, 13], "shown": 3, "elsewher": [3, 19], "erron": 3, "fine": [3, 16, 18, 21], "github": 3, "minimum": [3, 10], "inclus": [3, 11, 19], "anchor": 3, "prefix": [3, 5], "suffix": [3, 16], "usernam": [3, 13], "2022": 3, "04": [3, 19], "02t18": [3, 19], "00": [3, 19], "zxhhbxbszq": 3, "c": [3, 5, 14, 18], "typic": 4, "wai": [4, 7, 8, 10, 12, 16, 17, 18, 19], "fail": [4, 19], "mismatch": [4, 17], "nice": [4, 5, 8, 10, 18, 19, 21], "design": [4, 11, 12, 18], "pair": [4, 5], "post": 4, "processor": 4, "could": [4, 5, 10, 16, 19], "cell": [4, 10], "beyond": [4, 19, 21], "among": 4, "url": [4, 10], "querystr": 4, "extend": [4, 16, 19], "look": [4, 13, 18], "anoth": [4, 8, 16, 18, 19], "tomllib": [4, 14], "extern": 4, "almost": 4, "demonstr": [5, 7, 19], "client": [5, 7, 17, 19, 21], "put": [5, 18], "delet": 5, "list_kei": 5, "request": [5, 6, 7, 10, 20, 21], "easier": 5, "boundari": 5, "reader": 5, "async": 5, "prefixed_send": 5, "stream": 5, "streamwrit": 5, "len": [5, 16, 18], "to_byt": [5, 16], "await": 5, "drain": 5, "prefixed_recv": 5, "streamread": 5, "readexactli": 5, "from_byt": 5, "del": 5, "listkei": 5, "self": [5, 16, 18], "host": 5, "port": 5, "8888": 5, "kv": 5, "handle_connect": 5, "writer": 5, "lifetim": 5, "connect": [5, 16], "open": [5, 8, 10, 12, 19], "receiv": 5, "req": 5, "process": [5, 7, 11, 16, 19], "resp": [5, 6], "handle_request": 5, "eoferror": 5, "close": 5, "els": [5, 11, 13, 18, 19], "statement": [5, 13, 19], "pop": 5, "serve_forev": 5, "start_serv": 5, "f": [5, 6, 7, 8, 10, 11, 18], "serv": [5, 7, 10, 20], "until": [5, 18], "ctrl": 5, "classmethod": [5, 19], "open_connect": 5, "wait_clos": 5, "send": [5, 11], "__main__": 5, "session": 5, "py": [5, 6], "foo": 5, "bar": 5, "fizz": 5, "buzz": 5, "current_repodata": 6, "medium": 6, "long": [6, 16, 18, 19], "query_repodata": 6, "139": 6, "73": 6, "commentari": 6, "fairli": [6, 16, 19], "quick": [6, 21], "choic": [6, 21], "script": [6, 10], "domin": 6, "execut": [6, 7], "fast": [6, 12, 16, 18], "parser": 6, "far": 6, "node": 6, "partli": 6, "simd": 6, "blob": 6, "proxi": 6, "lazili": 6, "downsid": [6, 16, 18], "indirect": 6, "known": [6, 16, 18], "beforehand": 6, "doe": [6, 11, 18, 21], "tip": 6, "query_msgspec": 6, "actual": [6, 16, 21], "repo_data": 6, "p": [6, 18, 19], "revers": [6, 11], "query_orjson": 6, "query_json": [6, 7], "query_ujson": 6, "query_simdjson": 6, "download": 6, "http": [6, 10, 14, 18], "anaconda": 6, "org": 6, "raise_for_statu": 6, "lib": 6, "func": 6, "perf_count": 6, "stop": 6, "1000": 6, "2f": 6, "interest": [7, 16], "graph": 7, "relat": 7, "system": [7, 10, 12, 20, 21], "power": 7, "ergonom": [7, 19, 21], "languag": [7, 19], "edgeql": 7, "ecosystem": [7, 19], "tutori": 7, "offici": [7, 19], "quickstart": 7, "assum": 7, "cli": 7, "clone": 7, "repo": 7, "navig": 7, "Then": [7, 17], "project": [7, 10, 12], "init": [7, 19], "server": [7, 9, 17, 21], "person": [7, 19], "movi": 7, "multi": 7, "actor": 7, "insert": 7, "dune": 7, "timoth\u00e9": 7, "chalamet": 7, "zendaya": 7, "insert_data": 7, "create_cli": [7, 19], "query_singl": [7, 19], "select": [7, 19], "filter": [7, 19], "duck": [7, 19], "id": [7, 8, 15, 19], "b21913c4": 7, "3b68": 7, "11ee": [7, 19], "89b0": 7, "2f0b6819503d": 7, "b219195a": 7, "5b3794805cc7": 7, "b2192058": 7, "f7d83b95fb13": 7, "query_single_json": 7, "edgedb_json": 7, "server_vers": 7, "query_result": 7, "2023": 7, "15t14": 7, "733731z": 7, "besid": 7, "There": [7, 13, 19], "remain": [7, 19], "box": 7, "datedur": 7, "relativedur": 7, "isinst": [7, 11], "durat": [7, 16, 19], "cal": [7, 19], "date_dur": 7, "year": 7, "dai": [7, 19], "p1y2d": 7, "side": 7, "logic": [7, 18, 21], "wish": [7, 14, 18], "specif": [7, 8, 11, 12, 13, 15, 16, 19], "our": [7, 13], "would": [7, 11, 19], "mutat": 7, "geograph": 8, "Its": 8, "nine": 8, "seven": 8, "geometri": 8, "plu": 8, "wrong": [8, 21], "fill": 8, "relev": [8, 19], "disambigu": 8, "coordin": 8, "multipoint": 8, "linestr": 8, "multilinestr": 8, "polygon": 8, "multipolygon": 8, "geometrycollect": 8, "featurecollect": 8, "msgspec_geojson": 8, "canada": 8, "rb": [8, 10], "timeit": 8, "15": 8, "\u00b5": 8, "std": 8, "dev": [8, 16], "20": 8, "27": 8, "3x": 8, "accomplish": [9, 11, 17], "task": 9, "geojson": 9, "asyncio": 9, "tcp": 9, "repodata": [9, 16], "pyproject": 9, "pep": [10, 18, 19], "518": 10, "black": 10, "pytest": 10, "seri": 10, "enhanc": 10, "propos": [10, 19], "independ": 10, "tree": 10, "621": 10, "under": [10, 18], "catch": [10, 18], "typo": [10, 18], "earli": 10, "requires_python": 10, "buildsystem": 10, "build_backend": 10, "backend_path": 10, "readm": 10, "text": [10, 16], "content_typ": 10, "licens": 10, "contributor": 10, "author": 10, "maintain": 10, "classifi": 10, "optional_depend": 10, "gui_script": 10, "entry_point": 10, "build_system": 10, "starlett": 10, "urllib": 10, "githubusercont": 10, "com": [10, 14, 18, 19], "master": 10, "urlopen": 10, "hatchl": 10, "proper": [10, 19], "mutual": 10, "exclus": 10, "caveat": [10, 16, 19], "misspel": [10, 18], "silent": 10, "plai": 10, "tab": 10, "usabl": 10, "backend": 10, "myproject": 10, "super": 10, "great": [10, 18], "shmalic": 10, "compani": [10, 18, 19], "spot": 10, "msgpspec": 10, "detect": [10, 18], "valueerror": [11, 18, 19], "face": [11, 18], "context": [11, 18], "togeth": 11, "illustr": 11, "roundtrip": [11, 19], "sent": [11, 21], "dequ": 11, "imag": 11, "mymessag": 11, "field_1": 11, "field_2": 11, "enc": [11, 19], "msg2": 11, "assert": 11, "By": [11, 16, 18, 19], "ext2": 11, "commun": [11, 21], "perhap": [11, 16, 18], "imaginari": 11, "doubl": 11, "fulli": [11, 18], "uniqu": [11, 18], "complex_type_cod": 11, "pack": 11, "dd": 11, "unpack": 11, "root": 11, "5j": 11, "keep": 11, "accident": [11, 18], "regularli": 12, "wide": [12, 20, 21], "varieti": [12, 18, 20, 21], "familiar": 12, "speedi": [12, 18], "feel": 12, "lightweight": [12, 18], "greatest": 12, "workflow": [12, 16], "admin": [12, 17, 18, 19, 20], "engin": [12, 17, 18, 19, 20], "bob": [12, 17, 18, 19], "123": [12, 18, 19, 20], "retain": 12, "niciti": 12, "80x": 12, "outperform": 12, "excel": [12, 20], "editor": [12, 20], "flexibl": [12, 18, 19, 21], "rang": 12, "correct": 12, "strictli": [12, 19], "compliant": 12, "stronger": 12, "organ": 12, "nautilustrad": 12, "litestar": 12, "sanic": 12, "mosec": 12, "pioreactor": 12, "anywidget": 12, "esmerald": 12, "promis": 13, "interfac": [13, 16, 20], "stabil": 13, "introspect": 13, "purpos": [13, 19, 20], "hypothesi": 13, "find": [13, 16, 18, 19], "particular": 13, "_to_schema": 13, "pip": 14, "platform": 14, "tomli": 14, "tomli_w": 14, "hasn": 14, "been": 14, "yet": [14, 19], "git": 14, "jcrist": 14, "positivefloat": 15, "dimens": [15, 19], "product": 15, "centimet": 15, "width": [15, 16], "height": 15, "catalog": 15, "price": 15, "exclusiveminimum": 15, "anyof": 15, "trick": 16, "squeez": 16, "sane": 16, "good": 16, "idea": 16, "intern": 16, "setup": 16, "goe": [16, 21], "sensit": 16, "input_buff": 16, "prefer": [16, 18, 19], "redund": [16, 18], "benefici": [16, 18], "inher": 16, "sai": [16, 19], "twitter": 16, "tweet": 16, "care": 16, "favorit": 16, "never": [16, 18], "full_text": 16, "favorite_count": 16, "example_json": 16, "70": 16, "Of": 16, "cours": 16, "bottleneck": 16, "techniqu": 16, "depth": 16, "possibli": [16, 19], "capac": 16, "socket": 16, "overwrit": 16, "sendal": 16, "expand": 16, "afterward": 16, "bloat": 16, "sy": 16, "getsizeof": 16, "__sizeof__": 16, "reflect": 16, "written": [16, 18], "slowdown": 16, "realist": 16, "workload": [16, 18], "place": [16, 18, 19], "come": 16, "json_msg": 16, "full_payload": 16, "someth": [16, 19, 21], "excess": 16, "64": [16, 19], "prepend": 16, "uint32": 16, "front": 16, "latter": [16, 19], "solut": [16, 18], "And": 16, "switch": [16, 20], "painless": 16, "live": [16, 18], "suffer": 16, "frequenc": 16, "problem": 16, "certain": [16, 18, 20], "particip": [16, 18], "advanc": [16, 19], "tout": 16, "higher": [16, 18], "my_first_field": 16, "my_second_field": 16, "older": 17, "deserializ": 17, "newer": 17, "smoothli": 17, "guidelin": 17, "suppos": 17, "had": 17, "msgpsec": 17, "phone": 17, "wouldn": 17, "prior": 17, "_optional_": 17, "user2": 17, "updat": 17, "exchang": 17, "old_dec": 17, "new_dec": 17, "new_msg": 17, "financ": [17, 19], "512": 17, "867": 17, "5309": 17, "old_msg": 17, "quit": 18, "individu": [18, 20], "__replace__": 18, "__match_args__": 18, "forbidden": 18, "2d": 18, "to_dict": 18, "uuid4": 18, "f63219d5": 18, "e9ca": 18, "4ae8": 18, "afd0": 18, "cba30e84222d": 18, "319a6c0f": 18, "2841": 18, "4439": 18, "8bc8": 18, "2c1daf7d77a2": 18, "kind": 18, "occas": 18, "gotcha": 18, "lambda": 18, "functool": 18, "partial": 18, "forward": 18, "syntact": 18, "sugar": 18, "semant": 18, "mystruct": 18, "interv": 18, "low": 18, "direct": [18, 19], "exclud": 18, "consequ": 18, "vm": 18, "thankfulli": 18, "mix": 18, "affect": [18, 20], "a_class_vari": 18, "563": 18, "postpon": 18, "evalu": 18, "spell": 18, "typ": 18, "cv": 18, "improp": 18, "intent": 18, "ever": 18, "unit": [18, 19], "down": 18, "program": 18, "enough": 18, "neglig": 18, "fact": 18, "block": 18, "replic": 18, "where_i": 18, "Not": 18, "addition": [18, 19], "rare": 18, "opt": 18, "fall": 18, "attributeerror": 18, "appropri": 18, "associ": 18, "rest": [18, 20], "unambigu": 18, "quickest": 18, "untag": [18, 19], "within": [18, 19], "op": 18, "taggedbas": 18, "situat": 18, "curiou": 18, "matches_default": 18, "evolut": [18, 21], "unnot": 18, "field_two": 18, "field_twoo": 18, "simplest": 18, "z": [18, 19], "field_z": 18, "ex": 18, "lot": 18, "example_field": 18, "examplefield": 18, "fieldtwo": 18, "four": [18, 19], "acronym": 18, "fqdn": 18, "sethostnameasfqdn": 18, "guid": 18, "acroynm": 18, "kubernet": 18, "io": 18, "19": 18, "podspec": 18, "core": 18, "v1podspec_nam": 18, "service_account_nam": 18, "serviceaccountnam": 18, "set_hostname_as_fqdn": 18, "v1podspec": 18, "arg": 18, "preced": [18, 19], "field_x": 18, "field_i": 18, "fieldx": 18, "point2": 18, "make_dataclass": 18, "who": 18, "understand": 18, "implic": 18, "freed": 18, "free": 18, "trigger": 18, "uncollect": 18, "threshold": 18, "themselv": 18, "referenc": 18, "scalar": 18, "contribut": 18, "ex1": 18, "untrack": 18, "is_track": 18, "ex2": 18, "boost": 18, "tricki": 18, "isol": 18, "frequent": 18, "worthwhil": 18, "likelihood": 18, "latenc": 18, "flag": 19, "intflag": 19, "typealiastyp": 19, "typealia": 19, "typevar": 19, "mutablesequ": 19, "abstractset": 19, "mutableset": 19, "yourself": 19, "attempt": [19, 20], "insensit": 19, "boolean": 19, "vari": 19, "63": 19, "exact": 19, "rfc8259": 19, "nonfinit": 19, "nan": 19, "infin": 19, "accur": 19, "ieee754": 19, "inf": 19, "escap": 19, "unicod": 19, "utf": 19, "hello": [19, 20], "xf0": 19, "x9d": 19, "x84": 19, "x9e": 19, "bin": 19, "eng": 19, "footgun": 19, "unnecessarili": 19, "topic": 19, "slightli": 19, "hour": 19, "tz_awar": 19, "2021": 19, "tzinfo": 19, "000123": 19, "21600": 19, "tz_naiv": 19, "1617405490": 19, "iso": 19, "8601": 19, "underspecifi": 19, "stricter": 19, "subset": 19, "h": 19, "sign": 19, "whole": [19, 21], "negat": 19, "letter": 19, "segment": 19, "minut": 19, "digit": 19, "p0d": 19, "p1d": 19, "pt1h30": 19, "pt1": 19, "5h": 19, "pt1m30": 19, "90": 19, "pt1h30m25": 19, "java": 19, "javascript": 19, "tempor": 19, "pendulum": 19, "interchang": 19, "pt123": 19, "p1dt30": 19, "5m": 19, "400000": 19, "rfc4122": 19, "u": 19, "c4524ac0": 19, "e81": 19, "4aa8": 19, "a595": 19, "0aec605a659a": 19, "uuid_hex": 19, "c4524ac0e81e4aa8a5950aec605a659a": 19, "uuid_byt": 19, "2345": 19, "1234567891234567811": 19, "shortest": 19, "float_val": 19, "trail": 19, "12345678912345678": 19, "although": 19, "wrong_typ": 19, "chad": 19, "twenti": 19, "dob": 19, "local_d": 19, "1984": 19, "01": 19, "ordereddict": 19, "At": 19, "typing_extens": 19, "backport": 19, "initvar": 19, "_not_": 19, "carol": 19, "doug": 19, "thirti": 19, "a6b951cc": 19, "2d00": 19, "91aa": 19, "b3f17e9898c": 19, "__attrs_pre_init__": 19, "think": 19, "page": 19, "forbid": 19, "unknown_field": 19, "david": 19, "anywher": 19, "member": 19, "fruit": 19, "appl": 19, "banana": 19, "grape": 19, "jobstat": 19, "succeed": 19, "_value2member_map_": 19, "bad": 19, "Their": 19, "pure": 19, "aid": 19, "analysi": [19, 21], "userid": 19, "1234": 19, "substitut": 19, "whenev": 19, "learn": [19, 21], "concret": 19, "pagin": 19, "wrapper": 19, "per_pag": 19, "json_str": 19, "dan": 19, "hr": 19, "ellen": 19, "team": 19, "some_other_messag": 19, "unparametr": 19, "bound": 19, "ambigu": 19, "alwai": 19, "fixabl": 19, "simpli": 19, "fragment": 19, "complic": 19, "point1d": 19, "point2d": 19, "point3d": 19, "decode_point": 19, "composit": 19, "point_typ": 19, "elif": 19, "too": 19, "finish": 19, "expon": 19, "1e10": 19, "nil": 19, "x81": 20, "xa5hello": 20, "xa5world": 20, "handler": 20, "richer": 20, "bill": 20, "devop": 20, "implicit": 20, "cast": 20, "network": 21, "agre": 21, "decent": 21, "ubiquit": 21, "throw": 21, "500": 21, "poor": 21, "decoupl": 21, "futur": 21, "sure": 21, "evolv": 21, "magnitud": 21, "hope": 21, "focu": 21}, "objects": {"msgspec": [[0, 0, 1, "", "DecodeError"], [0, 0, 1, "", "EncodeError"], [0, 1, 1, "", "Meta"], [0, 0, 1, "", "MsgspecError"], [0, 2, 1, "", "NODEFAULT"], [0, 1, 1, "", "Raw"], [0, 1, 1, "", "Struct"], [0, 2, 1, "", "UNSET"], [0, 1, 1, "", "UnsetType"], [0, 0, 1, "", "ValidationError"], [0, 4, 1, "", "convert"], [0, 4, 1, "", "defstruct"], [0, 4, 1, "", "field"], [0, 4, 1, "", "to_builtins"]], "msgspec.Raw": [[0, 3, 1, "", "copy"]], "msgspec.inspect": [[0, 1, 1, "", "AnyType"], [0, 1, 1, "", "BoolType"], [0, 1, 1, "", "ByteArrayType"], [0, 1, 1, "", "BytesType"], [0, 1, 1, "", "CollectionType"], [0, 1, 1, "", "CustomType"], [0, 1, 1, "", "DataclassType"], [0, 1, 1, "", "DateTimeType"], [0, 1, 1, "", "DateType"], [0, 1, 1, "", "DecimalType"], [0, 1, 1, "", "DictType"], [0, 1, 1, "", "EnumType"], [0, 1, 1, "", "ExtType"], [0, 1, 1, "", "Field"], [0, 1, 1, "", "FloatType"], [0, 1, 1, "", "FrozenSetType"], [0, 1, 1, "", "IntType"], [0, 1, 1, "", "ListType"], [0, 1, 1, "", "LiteralType"], [0, 1, 1, "", "MemoryViewType"], [0, 1, 1, "", "Metadata"], [0, 1, 1, "", "NamedTupleType"], [0, 1, 1, "", "NoneType"], [0, 1, 1, "", "RawType"], [0, 1, 1, "", "SetType"], [0, 1, 1, "", "StrType"], [0, 1, 1, "", "StructType"], [0, 1, 1, "", "TimeDeltaType"], [0, 1, 1, "", "TimeType"], [0, 1, 1, "", "TupleType"], [0, 1, 1, "", "Type"], [0, 1, 1, "", "TypedDictType"], [0, 1, 1, "", "UUIDType"], [0, 1, 1, "", "UnionType"], [0, 1, 1, "", "VarTupleType"], [0, 4, 1, "", "multi_type_info"], [0, 4, 1, "", "type_info"]], "msgspec.inspect.UnionType": [[0, 5, 1, "", "includes_none"]], "msgspec.json": [[0, 1, 1, "", "Decoder"], [0, 1, 1, "", "Encoder"], [0, 4, 1, "", "decode"], [0, 4, 1, "", "encode"], [0, 4, 1, "", "format"], [0, 4, 1, "", "schema"], [0, 4, 1, "", "schema_components"]], "msgspec.json.Decoder": [[0, 3, 1, "", "decode"], [0, 3, 1, "", "decode_lines"]], "msgspec.json.Encoder": [[0, 3, 1, "", "encode"], [0, 3, 1, "", "encode_into"], [0, 3, 1, "", "encode_lines"]], "msgspec.msgpack": [[0, 1, 1, "", "Decoder"], [0, 1, 1, "", "Encoder"], [0, 1, 1, "", "Ext"], [0, 4, 1, "", "decode"], [0, 4, 1, "", "encode"]], "msgspec.msgpack.Decoder": [[0, 3, 1, "", "decode"]], "msgspec.msgpack.Encoder": [[0, 3, 1, "", "encode"], [0, 3, 1, "", "encode_into"]], "msgspec.msgpack.Ext": [[0, 6, 1, "", "code"], [0, 6, 1, "", "data"]], "msgspec.structs": [[0, 1, 1, "", "FieldInfo"], [0, 1, 1, "", "StructConfig"], [0, 4, 1, "", "asdict"], [0, 4, 1, "", "astuple"], [0, 4, 1, "", "fields"], [0, 4, 1, "", "force_setattr"], [0, 4, 1, "", "replace"]], "msgspec.toml": [[0, 4, 1, "", "decode"], [0, 4, 1, "", "encode"]], "msgspec.yaml": [[0, 4, 1, "", "decode"], [0, 4, 1, "", "encode"]]}, "objtypes": {"0": "py:exception", "1": "py:class", "2": "py:data", "3": "py:method", "4": "py:function", "5": "py:property", "6": "py:attribute"}, "objnames": {"0": ["py", "exception", "Python exception"], "1": ["py", "class", "Python class"], "2": ["py", "data", "Python data"], "3": ["py", "method", "Python method"], "4": ["py", "function", "Python function"], "5": ["py", "property", "Python property"], "6": ["py", "attribute", "Python attribute"]}, "titleterms": {"api": 0, "doc": 0, "struct": [0, 1, 7, 16, 18, 19], "meta": 0, "raw": [0, 19], "unset": [0, 19], "json": [0, 1, 7, 15, 16], "messagepack": [0, 1, 11, 16], "yaml": [0, 14], "toml": [0, 10, 14], "schema": [0, 15, 17], "convert": [0, 4, 7], "inspect": [0, 13], "except": 0, "benchmark": 1, "serial": 1, "valid": [1, 18], "larg": 1, "data": 1, "garbag": [1, 18], "collect": [1, 18], "librari": 1, "size": 1, "changelog": 2, "version": 2, "0": 2, "18": 2, "6": 2, "2024": 2, "01": 2, "21": 2, "5": 2, "2023": 2, "12": 2, "4": 2, "10": 2, "04": 2, "3": 2, "03": 2, "2": 2, "08": 2, "26": 2, "1": 2, "16": 2, "17": 2, "07": 2, "11": 2, "06": 2, "15": 2, "05": 2, "19": 2, "14": 2, "02": 2, "13": 2, "09": 2, "2022": 2, "9": 2, "27": 2, "8": 2, "7": 2, "20": 2, "28": 2, "23": 2, "2021": 2, "25": 2, "constraint": 3, "numer": 3, "string": 3, "datetim": [3, 19], "byte": [3, 19], "sequenc": 3, "map": [3, 11], "asyncio": 5, "tcp": 5, "kei": 5, "valu": [5, 16, 18], "server": 5, "conda": 6, "repodata": 6, "usag": [7, 20], "edgedb": 7, "setup": 7, "encod": [7, 16, 18, 20], "queri": 7, "result": 7, "support": [7, 19], "other": 7, "type": [7, 11, 13, 18, 19, 20], "geojson": 8, "exampl": [9, 15], "pars": 10, "pyproject": 10, "extend": 11, "from": [11, 14], "nativ": 11, "defin": 11, "custom": 11, "extens": 11, "onli": 11, "msgspec": [12, 21], "highlight": 12, "us": [12, 16], "By": 12, "instal": 14, "option": [14, 19], "depend": 14, "github": 14, "perform": 16, "tip": 16, "reus": 16, "decod": [16, 18, 20], "avoid": 16, "default": [16, 18], "unus": 16, "field": [16, 18], "reduc": 16, "alloc": 16, "an": 16, "output": 16, "buffer": 16, "line": 16, "delimit": 16, "length": 16, "prefix": 16, "frame": 16, "gc": 16, "fals": 16, "array_lik": 16, "true": 16, "evolut": 17, "post": 18, "init": 18, "process": 18, "order": 18, "class": 18, "variabl": 18, "pattern": 18, "match": 18, "equal": 18, "frozen": 18, "instanc": 18, "tag": 18, "union": [18, 19], "omit": 18, "forbid": 18, "unknown": 18, "renam": 18, "arrai": 18, "runtim": 18, "definit": 18, "disabl": 18, "advanc": 18, "none": 19, "bool": 19, "int": 19, "float": 19, "str": 19, "bytearrai": 19, "memoryview": 19, "date": 19, "time": 19, "timedelta": 19, "uuid": 19, "decim": 19, "list": 19, "tupl": 19, "set": 19, "frozenset": 19, "namedtupl": 19, "dict": 19, "typeddict": 19, "dataclass": 19, "attr": 19, "enum": 19, "intenum": 19, "strenum": 19, "liter": 19, "newtyp": 19, "alias": 19, "gener": 19, "abstract": 19, "ani": 19, "strict": 20, "v": 20, "lax": 20, "mode": 20, "why": 21}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 58}, "alltitles": {"API Docs": [[0, "api-docs"]], "Structs": [[0, "structs"], [1, "structs"], [18, "structs"]], "Meta": [[0, "meta"]], "Raw": [[0, "raw"], [19, "raw"]], "Unset": [[0, "unset"]], "JSON": [[0, "json"]], "MessagePack": [[0, "messagepack"]], "YAML": [[0, "yaml"], [14, "yaml"]], "TOML": [[0, "toml"], [14, "toml"]], "JSON Schema": [[0, "json-schema"], [15, "json-schema"]], "Converters": [[0, "converters"], [4, "converters"]], "Inspect": [[0, "inspect"]], "Exceptions": [[0, "exceptions"]], "Benchmarks": [[1, "benchmarks"]], "JSON Serialization & Validation": [[1, "json-serialization-validation"]], "JSON Serialization": [[1, "json-serialization"]], "MessagePack Serialization": [[1, "messagepack-serialization"]], "JSON Serialization - Large Data": [[1, "json-serialization-large-data"]], "Garbage Collection": [[1, "garbage-collection"]], "Library Size": [[1, "library-size"]], "Changelog": [[2, "changelog"]], "Version 0.18.6 (2024-01-21)": [[2, "version-0-18-6-2024-01-21"]], "Version 0.18.5 (2023-12-12)": [[2, "version-0-18-5-2023-12-12"]], "Version 0.18.4 (2023-10-04)": [[2, "version-0-18-4-2023-10-04"]], "Version 0.18.3 (2023-10-03)": [[2, "version-0-18-3-2023-10-03"]], "Version 0.18.2 (2023-08-26)": [[2, "version-0-18-2-2023-08-26"]], "Version 0.18.1 (2023-08-16)": [[2, "version-0-18-1-2023-08-16"]], "Version 0.18.0 (2023-08-10)": [[2, "version-0-18-0-2023-08-10"]], "Version 0.17.0 (2023-07-11)": [[2, "version-0-17-0-2023-07-11"]], "Version 0.16.0 (2023-06-12)": [[2, "version-0-16-0-2023-06-12"]], "Version 0.15.1 (2023-05-19)": [[2, "version-0-15-1-2023-05-19"]], "Version 0.15.0 (2023-05-10)": [[2, "version-0-15-0-2023-05-10"]], "Version 0.14.2 (2023-04-19)": [[2, "version-0-14-2-2023-04-19"]], "Version 0.14.1 (2023-04-07)": [[2, "version-0-14-1-2023-04-07"]], "Version 0.14.0 (2023-04-02)": [[2, "version-0-14-0-2023-04-02"]], "Version 0.13.1 (2023-02-09)": [[2, "version-0-13-1-2023-02-09"]], "Version 0.13.0 (2023-02-08)": [[2, "version-0-13-0-2023-02-08"]], "Version 0.12.0 (2023-01-05)": [[2, "version-0-12-0-2023-01-05"]], "Version 0.11.0 (2022-12-19)": [[2, "version-0-11-0-2022-12-19"]], "Version 0.10.1 (2022-12-08)": [[2, "version-0-10-1-2022-12-08"]], "Version 0.10.0 (2022-12-07)": [[2, "version-0-10-0-2022-12-07"]], "Version 0.9.1 (2022-10-27)": [[2, "version-0-9-1-2022-10-27"]], "Version 0.9.0 (2022-09-13)": [[2, "version-0-9-0-2022-09-13"]], "Version 0.8.0 (2022-08-01)": [[2, "version-0-8-0-2022-08-01"]], "Version 0.7.1 (2022-06-27)": [[2, "version-0-7-1-2022-06-27"]], "Version 0.7.0 (2022-06-20)": [[2, "version-0-7-0-2022-06-20"]], "Version 0.6.0 (2022-04-06)": [[2, "version-0-6-0-2022-04-06"]], "Version 0.5.0 (2022-03-09)": [[2, "version-0-5-0-2022-03-09"]], "Version 0.4.2 (2022-02-28)": [[2, "version-0-4-2-2022-02-28"]], "Version 0.4.1 (2022-02-23)": [[2, "version-0-4-1-2022-02-23"]], "Version 0.4.0 (2022-02-08)": [[2, "version-0-4-0-2022-02-08"]], "Version 0.3.2 (2021-07-23)": [[2, "version-0-3-2-2021-07-23"]], "Version 0.3.1 (2021-07-12)": [[2, "version-0-3-1-2021-07-12"]], "Version 0.3.0 (2021-07-07)": [[2, "version-0-3-0-2021-07-07"]], "Version 0.2.0 (2021-02-25)": [[2, "version-0-2-0-2021-02-25"]], "Version 0.1.0 (2021-02-23)": [[2, "version-0-1-0-2021-02-23"]], "Constraints": [[3, "constraints"]], "Numeric Constraints": [[3, "numeric-constraints"]], "String Constraints": [[3, "string-constraints"]], "Datetime Constraints": [[3, "datetime-constraints"]], "Bytes Constraints": [[3, "bytes-constraints"]], "Sequence Constraints": [[3, "sequence-constraints"]], "Mapping Constraints": [[3, "mapping-constraints"]], "Asyncio TCP Key-Value Server": [[5, "asyncio-tcp-key-value-server"]], "Conda Repodata": [[6, "conda-repodata"]], "Usage with EdgeDB": [[7, "usage-with-edgedb"]], "Setup": [[7, "setup"]], "JSON Encoding Query Results": [[7, "json-encoding-query-results"]], "Supporting Other EdgeDB Types": [[7, "supporting-other-edgedb-types"]], "Converting Results to Structs": [[7, "converting-results-to-structs"]], "GeoJSON": [[8, "geojson"]], "Examples": [[9, "examples"]], "Parsing pyproject.toml": [[10, "parsing-pyproject-toml"]], "Extending": [[11, "extending"]], "Mapping to/from native types": [[11, "mapping-to-from-native-types"]], "Defining a custom extension (MessagePack only)": [[11, "defining-a-custom-extension-messagepack-only"]], "msgspec": [[12, "msgspec"]], "Highlights": [[12, "highlights"]], "Used By": [[12, "used-by"]], "Inspecting Types": [[13, "inspecting-types"]], "Installation": [[14, "installation"]], "Optional Dependencies": [[14, "optional-dependencies"]], "Installing from GitHub": [[14, "installing-from-github"]], "Example": [[15, "example"]], "Performance Tips": [[16, "performance-tips"]], "Reuse Encoders/Decoders": [[16, "reuse-encoders-decoders"]], "Use Structs": [[16, "use-structs"]], "Avoid Encoding Default Values": [[16, "avoid-encoding-default-values"]], "Avoid Decoding Unused Fields": [[16, "avoid-decoding-unused-fields"]], "Reduce Allocations": [[16, "reduce-allocations"]], "Reusing an output buffer": [[16, "reusing-an-output-buffer"]], "Line-Delimited JSON": [[16, "line-delimited-json"]], "Length-Prefix Framing": [[16, "length-prefix-framing"]], "Use MessagePack": [[16, "use-messagepack"]], "Use gc=False": [[16, "use-gc-false"]], "Use array_like=True": [[16, "use-array-like-true"]], "Schema Evolution": [[17, "schema-evolution"]], "Default Values": [[18, "default-values"]], "Post-Init Processing": [[18, "post-init-processing"]], "Field Ordering": [[18, "field-ordering"]], "Class Variables": [[18, "class-variables"]], "Type Validation": [[18, "type-validation"]], "Pattern Matching": [[18, "pattern-matching"]], "Equality and Order": [[18, "equality-and-order"]], "Frozen Instances": [[18, "frozen-instances"]], "Tagged Unions": [[18, "tagged-unions"]], "Omitting Default Values": [[18, "omitting-default-values"]], "Forbidding Unknown Fields": [[18, "forbidding-unknown-fields"]], "Renaming Fields": [[18, "renaming-fields"]], "Encoding/Decoding as Arrays": [[18, "encoding-decoding-as-arrays"]], "Runtime Definition": [[18, "runtime-definition"]], "Disabling Garbage Collection (Advanced)": [[18, "disabling-garbage-collection-advanced"]], "Supported Types": [[19, "supported-types"]], "None": [[19, "none"]], "bool": [[19, "bool"]], "int": [[19, "int"]], "float": [[19, "float"]], "str": [[19, "str"]], "bytes / bytearray / memoryview": [[19, "bytes-bytearray-memoryview"]], "datetime": [[19, "datetime"]], "date": [[19, "date"]], "time": [[19, "time"]], "timedelta": [[19, "timedelta"]], "uuid": [[19, "uuid"]], "decimal": [[19, "decimal"]], "list / tuple / set / frozenset": [[19, "list-tuple-set-frozenset"]], "NamedTuple": [[19, "namedtuple"]], "dict": [[19, "dict"]], "TypedDict": [[19, "typeddict"]], "dataclasses": [[19, "dataclasses"]], "attrs": [[19, "attrs"]], "Struct": [[19, "struct"]], "UNSET": [[19, "unset"]], "Enum / IntEnum / StrEnum": [[19, "enum-intenum-strenum"]], "Literal": [[19, "literal"]], "NewType": [[19, "newtype"]], "Type Aliases": [[19, "type-aliases"]], "Generic Types": [[19, "generic-types"]], "Abstract Types": [[19, "abstract-types"]], "Union /  Optional": [[19, "union-optional"]], "Any": [[19, "any"]], "Usage": [[20, "usage"]], "Encoding": [[20, "encoding"]], "Decoding": [[20, "decoding"]], "Typed Decoding": [[20, "typed-decoding"]], "\u201cStrict\u201d vs \u201cLax\u201d Mode": [[20, "strict-vs-lax-mode"]], "Why msgspec?": [[21, "why-msgspec"]]}, "indexentries": {"anytype (class in msgspec.inspect)": [[0, "msgspec.inspect.AnyType"]], "booltype (class in msgspec.inspect)": [[0, "msgspec.inspect.BoolType"]], "bytearraytype (class in msgspec.inspect)": [[0, "msgspec.inspect.ByteArrayType"]], "bytestype (class in msgspec.inspect)": [[0, "msgspec.inspect.BytesType"]], "collectiontype (class in msgspec.inspect)": [[0, "msgspec.inspect.CollectionType"]], "customtype (class in msgspec.inspect)": [[0, "msgspec.inspect.CustomType"]], "dataclasstype (class in msgspec.inspect)": [[0, "msgspec.inspect.DataclassType"]], "datetimetype (class in msgspec.inspect)": [[0, "msgspec.inspect.DateTimeType"]], "datetype (class in msgspec.inspect)": [[0, "msgspec.inspect.DateType"]], "decimaltype (class in msgspec.inspect)": [[0, "msgspec.inspect.DecimalType"]], "decodeerror": [[0, "msgspec.DecodeError"]], "decoder (class in msgspec.json)": [[0, "msgspec.json.Decoder"]], "decoder (class in msgspec.msgpack)": [[0, "msgspec.msgpack.Decoder"]], "dicttype (class in msgspec.inspect)": [[0, "msgspec.inspect.DictType"]], "encodeerror": [[0, "msgspec.EncodeError"]], "encoder (class in msgspec.json)": [[0, "msgspec.json.Encoder"]], "encoder (class in msgspec.msgpack)": [[0, "msgspec.msgpack.Encoder"]], "enumtype (class in msgspec.inspect)": [[0, "msgspec.inspect.EnumType"]], "ext (class in msgspec.msgpack)": [[0, "msgspec.msgpack.Ext"]], "exttype (class in msgspec.inspect)": [[0, "msgspec.inspect.ExtType"]], "field (class in msgspec.inspect)": [[0, "msgspec.inspect.Field"]], "fieldinfo (class in msgspec.structs)": [[0, "msgspec.structs.FieldInfo"]], "floattype (class in msgspec.inspect)": [[0, "msgspec.inspect.FloatType"]], "frozensettype (class in msgspec.inspect)": [[0, "msgspec.inspect.FrozenSetType"]], "inttype (class in msgspec.inspect)": [[0, "msgspec.inspect.IntType"]], "listtype (class in msgspec.inspect)": [[0, "msgspec.inspect.ListType"]], "literaltype (class in msgspec.inspect)": [[0, "msgspec.inspect.LiteralType"]], "memoryviewtype (class in msgspec.inspect)": [[0, "msgspec.inspect.MemoryViewType"]], "meta (class in msgspec)": [[0, "msgspec.Meta"]], "metadata (class in msgspec.inspect)": [[0, "msgspec.inspect.Metadata"]], "msgspecerror": [[0, "msgspec.MsgspecError"]], "nodefault (in module msgspec)": [[0, "msgspec.NODEFAULT"]], "namedtupletype (class in msgspec.inspect)": [[0, "msgspec.inspect.NamedTupleType"]], "nonetype (class in msgspec.inspect)": [[0, "msgspec.inspect.NoneType"]], "raw (class in msgspec)": [[0, "msgspec.Raw"]], "rawtype (class in msgspec.inspect)": [[0, "msgspec.inspect.RawType"]], "settype (class in msgspec.inspect)": [[0, "msgspec.inspect.SetType"]], "strtype (class in msgspec.inspect)": [[0, "msgspec.inspect.StrType"]], "struct (class in msgspec)": [[0, "msgspec.Struct"]], "structconfig (class in msgspec.structs)": [[0, "msgspec.structs.StructConfig"]], "structtype (class in msgspec.inspect)": [[0, "msgspec.inspect.StructType"]], "timedeltatype (class in msgspec.inspect)": [[0, "msgspec.inspect.TimeDeltaType"]], "timetype (class in msgspec.inspect)": [[0, "msgspec.inspect.TimeType"]], "tupletype (class in msgspec.inspect)": [[0, "msgspec.inspect.TupleType"]], "type (class in msgspec.inspect)": [[0, "msgspec.inspect.Type"]], "typeddicttype (class in msgspec.inspect)": [[0, "msgspec.inspect.TypedDictType"]], "unset (in module msgspec)": [[0, "msgspec.UNSET"]], "uuidtype (class in msgspec.inspect)": [[0, "msgspec.inspect.UUIDType"]], "uniontype (class in msgspec.inspect)": [[0, "msgspec.inspect.UnionType"]], "unsettype (class in msgspec)": [[0, "msgspec.UnsetType"]], "validationerror": [[0, "msgspec.ValidationError"]], "vartupletype (class in msgspec.inspect)": [[0, "msgspec.inspect.VarTupleType"]], "asdict() (in module msgspec.structs)": [[0, "msgspec.structs.asdict"]], "astuple() (in module msgspec.structs)": [[0, "msgspec.structs.astuple"]], "code (msgspec.msgpack.ext attribute)": [[0, "msgspec.msgpack.Ext.code"]], "convert() (in module msgspec)": [[0, "msgspec.convert"]], "copy() (msgspec.raw method)": [[0, "msgspec.Raw.copy"]], "data (msgspec.msgpack.ext attribute)": [[0, "msgspec.msgpack.Ext.data"]], "decode() (in module msgspec.json)": [[0, "msgspec.json.decode"]], "decode() (in module msgspec.msgpack)": [[0, "msgspec.msgpack.decode"]], "decode() (in module msgspec.toml)": [[0, "msgspec.toml.decode"]], "decode() (in module msgspec.yaml)": [[0, "msgspec.yaml.decode"]], "decode() (msgspec.json.decoder method)": [[0, "msgspec.json.Decoder.decode"]], "decode() (msgspec.msgpack.decoder method)": [[0, "msgspec.msgpack.Decoder.decode"]], "decode_lines() (msgspec.json.decoder method)": [[0, "msgspec.json.Decoder.decode_lines"]], "defstruct() (in module msgspec)": [[0, "msgspec.defstruct"]], "encode() (in module msgspec.json)": [[0, "msgspec.json.encode"]], "encode() (in module msgspec.msgpack)": [[0, "msgspec.msgpack.encode"]], "encode() (in module msgspec.toml)": [[0, "msgspec.toml.encode"]], "encode() (in module msgspec.yaml)": [[0, "msgspec.yaml.encode"]], "encode() (msgspec.json.encoder method)": [[0, "msgspec.json.Encoder.encode"]], "encode() (msgspec.msgpack.encoder method)": [[0, "msgspec.msgpack.Encoder.encode"]], "encode_into() (msgspec.json.encoder method)": [[0, "msgspec.json.Encoder.encode_into"]], "encode_into() (msgspec.msgpack.encoder method)": [[0, "msgspec.msgpack.Encoder.encode_into"]], "encode_lines() (msgspec.json.encoder method)": [[0, "msgspec.json.Encoder.encode_lines"]], "field() (in module msgspec)": [[0, "msgspec.field"]], "fields() (in module msgspec.structs)": [[0, "msgspec.structs.fields"]], "force_setattr() (in module msgspec.structs)": [[0, "msgspec.structs.force_setattr"]], "format() (in module msgspec.json)": [[0, "msgspec.json.format"]], "includes_none (msgspec.inspect.uniontype property)": [[0, "msgspec.inspect.UnionType.includes_none"]], "multi_type_info() (in module msgspec.inspect)": [[0, "msgspec.inspect.multi_type_info"]], "replace() (in module msgspec.structs)": [[0, "msgspec.structs.replace"]], "schema() (in module msgspec.json)": [[0, "msgspec.json.schema"]], "schema_components() (in module msgspec.json)": [[0, "msgspec.json.schema_components"]], "to_builtins() (in module msgspec)": [[0, "msgspec.to_builtins"]], "type_info() (in module msgspec.inspect)": [[0, "msgspec.inspect.type_info"]]}})
\ No newline at end of file
diff --git a/structs.html b/structs.html
index 54c8e3df..a127bfc5 100644
--- a/structs.html
+++ b/structs.html
@@ -344,6 +344,7 @@ <h1>Structs<a class="headerlink" href="#structs" title="Permalink to this headin
 <li><p><code class="docutils literal notranslate"><span class="pre">__init__</span></code></p></li>
 <li><p><code class="docutils literal notranslate"><span class="pre">__repr__</span></code></p></li>
 <li><p><code class="docutils literal notranslate"><span class="pre">__copy__</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">__replace__</span></code></p></li>
 <li><p><code class="docutils literal notranslate"><span class="pre">__eq__</span></code> &amp; <code class="docutils literal notranslate"><span class="pre">__ne__</span></code></p></li>
 <li><p><code class="docutils literal notranslate"><span class="pre">__match_args__</span></code> (for Python 3.10+’s <a class="reference external" href="https://docs.python.org/3/reference/compound_stmts.html#the-match-statement">pattern matching</a>)</p></li>
 <li><p><code class="docutils literal notranslate"><span class="pre">__rich_repr__</span></code> (for pretty printing support with <a class="reference external" href="https://rich.readthedocs.io/en/stable/pretty.html">rich</a>)</p></li>