rust-docxtpl
English | 简体中文(中文全文见下方)
Rust-accelerated, drop-in distribution of the docxtpl import package.
Compatibility baseline: docxtpl 0.20.1 (python-docx 1.2.0, Jinja2 3.1.x).
- docxtpl==0.20.1
+ rust-docxtpl==0.1.0
pip uninstall docxtpl && pip install rust-docxtpl
Wheels: CPython 3.10–3.14 on Linux (x86_64, aarch64; manylinux2014),
Windows (x86_64) and macOS (arm64, x86_64). Other platforms build from the
sdist with a Rust toolchain (pip install rust-docxtpl does that automatically
when cargo is on PATH).
Application code, templates and context data stay exactly as they are:
from docxtpl import DocxTemplate, InlineImage, RichText
tpl = DocxTemplate(path)
tpl.get_undeclared_template_variables()
tpl.render(context, jinja_env)
tpl.save(output)
Jinja2 evaluation is still done by the real Jinja2 with your Environment
(filters, tests, globals, Undefined, autoescape, Python objects in the
context), and documents are still real python-docx / lxml objects that you can
modify before and after render(). Do not install this next to the
original docxtpl distribution: both own the docxtpl package, and importing
fails with an explanatory ImportError if they are mixed.
What is faster, and why
Measured on the largest real-world template available to the authors (3.7 MB
document.xml, 141k elements); see Benchmarks.
| Upstream cost | Cause | What this package does |
|---|---|---|
~88 % of render() in map_tree() |
root.replace(body, tree) makes lxml re-home every node of the outgoing body. lxml's namespace cache never hits for namespaces declared on the root (it stores (new, new) instead of (old, new), proxy.pxi:_fixCNs), so the work is quadratic in the body size |
The rendered body is attached to a twin of the root element and Document._element / DocumentPart._element are pointed at it. Nothing is unlinked; the old tree stays complete, as upstream leaves it |
patch_xml(): ~20 backtracking regex passes over the whole XML, per part, per scan, per render |
Python re with lookaround |
Hand-written Rust scanners (crates/core), byte-exact, GIL released |
Every get_undeclared_template_variables() reloads, patches and parses the template |
no reuse | Result cached by SHA-256 of the template bytes + environment fingerprint |
| Jinja2 lexes, parses and compiles the multi-MB source on every render | from_string has no cache |
Code object shared between equivalent environments |
Compatibility contract
Output is compared with upstream using a strict OOXML comparator (all parts, element order, attributes, namespace bindings, text, tails, relationship ids, media bytes).
| API | Status |
|---|---|
DocxTemplate(path / PathLike / stream), render, save, init_docx, get_docx, .docx, attribute proxying |
same code path as upstream |
patch_xml(str) -> str |
native; byte-identical (differential fuzzing + 35 real templates) |
get_undeclared_template_variables(jinja_env=None, context=None) |
cached; always analyses the template file, returns a fresh set, restores stream positions |
InlineImage (subclassable, _insert_image, _add_hyperlink), RichText/R, RichTextParagraph/RP, Listing, Subdoc, new_subdoc(path) |
upstream code, verbatim |
replace_pic/media/embedded/zipname, reset_replacements, build_url_id, python -m docxtpl |
upstream code, verbatim |
Subclass overrides of patch_xml, xml_to_string, resolve_listing, map_tree, … |
honoured; the affected cache / native shortcut is bypassed |
Deliberate differences:
- After
render(),tpl.docx._elementis a new root element object unless some other object referenced the old one (then upstream's slow path runs and identity is kept).Document,DocumentPart, relationships and all other parts keep their identity. Objects obtained beforerender()(including python-docx's cacheddocument._body) stay complete and stale, exactly as with upstream; theirgetparent()chain ends at the old root instead of at the old body. - Re-entering
render()on one instance raisesRuntimeError. - A custom filter that is impure and applied to constants only is still evaluated on every render (such templates are never served from the code cache); nothing to do for users.
Caches
Process-local LRU, byte-budgeted (DOCXTPL_CACHE_BYTES, default 32 MiB,
0 disables; or docxtpl.set_cache_budget()), keyed by content digests,
never by path, mtime or id(). It stores variable-name sets, patched
template XML and compiled code objects: never a context, image, rendered
document or callback result. Environments are fingerprinted on every call
(they are mutable); subclasses of Environment, extensions, a finalize
hook, callable autoescape, or filters/tests that are closures, bound
methods or callable objects disable the corresponding layer.
Compiled code can additionally be shared between processes through an
on-disk cache: set DOCXTPL_CODE_CACHE_DIR=/path (or call
docxtpl.configure_code_cache(path, max_entries=512)). A pre-fork server
whose workers are recycled otherwise lexes, parses and compiles the multi-MB
source on nearly every request. Entries are marshaled code objects keyed by
the source digest plus a stable description of the environment (names and
code of custom filters/tests, undefined, policies, lexer settings) and the
Python/Jinja2/marshal versions; corrupt entries are dropped, the directory is
bounded by DOCXTPL_CODE_CACHE_MAX_ENTRIES. As with
jinja2.FileSystemBytecodeCache, code from that directory is executed, so
only the application may write there. Off by default.
Observability
import docxtpl
docxtpl.enable_timings() # or DOCXTPL_TIMINGS=1
...
docxtpl.stats()
# {'counters': {'patch_xml_native': 19, 'patch_xml_reference': 0, 'map_tree_swap': 1,
# 'map_tree_replace': 0, 'jinja_compile_reused': 19, 'cache_code_hit': 19, ...},
# 'timings': {'render': {'calls': 1, 'seconds': 0.17}, ...}}
docxtpl.cache_info()
*_reference / map_tree_replace / jinja_compile_plain count executions of
the upstream-equivalent slow paths. No template text or context data is ever
recorded.
Optional: python-docx XPath cache (docxtpl.accel)
Off by default. docxtpl.accel.enable() (or DOCXTPL_ACCEL=1) replaces one
method, BaseOxmlElement.xpath, with an equivalent that reuses compiled
expressions instead of building an lxml evaluator per call. Measured on the
largest report: reading all cell paragraph text 0.24 s -> 0.085 s; table
normalisation and docxcompose merges are unchanged (they are not XPath-bound).
Expected gain in the full export is a few percent, which is why it is opt-in
and why python-docx is not re-implemented: its objects are lxml
elements that applications and docxcompose manipulate directly, parsing /
XPath / serialisation already run in C, and a cached qn() measured no gain.
Layout
crates/core pure Rust kernels (no Python): patch.rs, render.rs, scan.rs
crates/py PyO3 bindings -> docxtpl._native
python/docxtpl
template.py upstream DocxTemplate with the hot paths rerouted
_reference.py upstream regex code, verbatim: fallback + test oracle
_jinja.py environment fingerprints, compiled-code reuse
_cache.py byte-budgeted LRU _stats.py counters / timings
accel.py opt-in python-docx XPath cache
tests/ pytest: differential (fuzz + optional private corpus), facade behaviour
.github/ ci.yml (clippy, cargo test, pytest on 3 OSes), release.yml (wheels -> PyPI)
Each Rust pass quotes the regex it replaces and states the matching rule it
implements. When a rule is in doubt, _reference.py is the specification and
tests/fuzz.py is the judge:
python -m venv .venv && . .venv/bin/activate && pip install maturin pytest
maturin develop --release # builds docxtpl._native into .venv
cargo test && cargo clippy --all-targets -- -D warnings
pytest tests # differential tests on a private
# DOCX corpus are skipped when absent
python tests/fuzz.py 500000 7 # grammar fuzzing against _reference.py
python tests/make_golden.py # after changing fuzz grammar / reference
Benchmarks
The (private) benchmark harness alternates fresh processes of both
environments (AB/BA); iteration 1 of a process is cold (empty caches),
later ones warm.
Numbers below: 13th-gen Core i9 laptop, WSL2, CPython 3.12.14, lxml 5.3.1;
p50 of the library layer = two variable scans + render(). The templates are
private production documents (a 141k-element test report, six test-record
templates, a cover page) and are not part of this repository; the numbers
are indicative only.
A = .venv-baseline, B = .venv-candidate; 4 rounds x 3 iterations per process.
| case | library A p50 | B cold p50 | B warm p50 | cold B/A | warm B/A | warm p95 B/A | CPU warm B/A | peak RSS cold B/A |
|---|---|---|---|---|---|---|---|---|
| remote-report-tpl194 | 13.047 s | 0.829 s | 0.166 s | 0.063 | 0.013 | 0.013 | 0.020 | 0.77 |
| remote-records-tpl177 | 1.213 s | 0.190 s | 0.027 s | 0.156 | 0.022 | 0.023 | 0.050 | 0.74 |
| remote-records-tpl178 | 0.280 s | 0.075 s | 0.009 s | 0.265 | 0.032 | 0.034 | 0.066 | 0.95 |
| remote-records-tpl180 | 1.312 s | 0.188 s | 0.029 s | 0.143 | 0.022 | 0.027 | 0.047 | 0.82 |
| remote-records-tpl181 | 0.383 s | 0.076 s | 0.007 s | 0.192 | 0.019 | 0.019 | 0.037 | 0.81 |
| remote-records-tpl183 | 0.758 s | 0.128 s | 0.019 s | 0.168 | 0.026 | 0.029 | 0.046 | 0.88 |
| remote-records-tpl185 | 0.028 s | 0.013 s | 0.002 s | 0.419 | 0.078 | 0.082 | 0.456 | 0.89 |
| local-cover-tpl185 | 0.029 s | 0.013 s | 0.002 s | 0.411 | 0.073 | 0.077 | 0.446 | 0.89 |
| synthetic-object-protocol | 0.017 s | 0.014 s | 0.003 s | 0.665 | 0.149 | 0.126 | 0.469 | 1.00 |
Control group (PRD 8.2-9), report template, same facade and algorithms with the
Rust kernels switched off (DOCXTPL_NATIVE=0): library layer 2.63 s cold /
1.10 s warm, versus 0.83 s / 0.17 s with them: the Rust kernels remove 68 % /
85 % of what the Python-only optimisation leaves.
Building wheels
maturin build --release produces a wheel for the local platform.
.github/workflows/release.yml builds the full wheel matrix plus the sdist
on every v* tag and publishes them to PyPI through
trusted publishing (no API
token stored in the repository); ci.yml runs clippy, cargo test and the
pytest suite on Linux, Windows and macOS for every push and pull request.
License
LGPL-2.1-only, as a derivative of docxtpl. See LICENSE and NOTICE.
rust-docxtpl
English (full English text above) | 简体中文
docxtpl(python-docx-template)导入包的 Rust 加速发行版,可直接替换。
兼容基线:docxtpl 0.20.1(python-docx 1.2.0、Jinja2 3.1.x)。
- docxtpl==0.20.1
+ rust-docxtpl==0.1.0
pip uninstall docxtpl && pip install rust-docxtpl
预编译 wheel 覆盖 CPython 3.10–3.14 的 Linux(x86_64、aarch64,manylinux2014)、
Windows(x86_64)和 macOS(arm64、x86_64)。其他平台从 sdist 构建,需要 Rust
工具链(cargo 在 PATH 上时 pip install rust-docxtpl 会自动编译)。
应用代码、模板和上下文数据一行不改:
from docxtpl import DocxTemplate, InlineImage, RichText
tpl = DocxTemplate(path)
tpl.get_undeclared_template_variables()
tpl.render(context, jinja_env)
tpl.save(output)
Jinja2 求值仍由真实的 Jinja2 用你的 Environment 完成(过滤器、测试、全局变量、
Undefined、autoescape、上下文里的 Python 对象都照旧),文档仍是真实的
python-docx / lxml 对象,render() 前后都可以修改。不要和原版 docxtpl
发行包同时安装:两者都拥有 docxtpl 这个包目录,混装时 import docxtpl 会抛出
带说明的 ImportError。
快在哪里,为什么
在作者能拿到的最大真实模板上测量(document.xml 3.7 MB、14.1 万个元素),
见基准测试。
| 上游开销 | 原因 | 本包的做法 |
|---|---|---|
render() 约 88% 的时间在 map_tree() |
root.replace(body, tree) 让 lxml 逐个重挂旧正文的每个节点。对根元素上声明的命名空间,lxml 的命名空间缓存永远不命中(它存的是 (new, new) 而不是 (old, new),见 proxy.pxi:_fixCNs),工作量随正文大小平方增长 |
把渲染后的正文挂到根元素的一个孪生副本上,再把 Document._element / DocumentPart._element 指过去。什么都不拆,旧树保持完整,和上游留下的状态一样 |
patch_xml():约 20 趟回溯正则扫全文,每个部件、每次扫描、每次 render 都跑 |
Python re 加环视 |
手写 Rust 扫描器(crates/core),逐字节等价,执行时释放 GIL |
每次 get_undeclared_template_variables() 都重新加载、patch、解析模板 |
没有复用 | 以模板字节的 SHA-256 加环境指纹为键缓存结果 |
| Jinja2 每次 render 都重新 lex、parse、compile 数 MB 的源码 | from_string 没有缓存 |
等价环境之间共享编译后的代码对象 |
兼容性契约
输出用严格的 OOXML 比较器与上游对比(全部部件、元素顺序、属性、命名空间绑定、 文本、尾文本、关系 id、媒体字节)。
| API | 状态 |
|---|---|
DocxTemplate(path / PathLike / stream)、render、save、init_docx、get_docx、.docx、属性代理 |
与上游同一条代码路径 |
patch_xml(str) -> str |
原生实现;逐字节相同(差异模糊测试 + 35 份真实模板) |
get_undeclared_template_variables(jinja_env=None, context=None) |
有缓存;始终分析模板文件,返回新的 set,恢复流的读取位置 |
InlineImage(可继承,_insert_image、_add_hyperlink)、RichText/R、RichTextParagraph/RP、Listing、Subdoc、new_subdoc(path) |
上游代码,原样 |
replace_pic/media/embedded/zipname、reset_replacements、build_url_id、python -m docxtpl |
上游代码,原样 |
子类覆盖 patch_xml、xml_to_string、resolve_listing、map_tree 等 |
生效;相应的缓存 / 原生快路径自动绕过 |
有意为之的差异:
render()之后tpl.docx._element是一个新的根元素对象,除非有其他对象引用着 旧根(那时走上游的慢路径,保持身份不变)。Document、DocumentPart、关系和 其他所有部件的身份都不变。render()之前取到的对象(包括 python-docx 缓存的document._body)保持完整但陈旧,和上游完全一样;只是它们的getparent()链 终止在旧根而不是旧正文。- 在同一个实例上重入
render()抛RuntimeError。 - 不纯且只作用于常量的自定义过滤器仍会在每次 render 时求值(这类模板永远不 走代码缓存);用户无需处理。
缓存
进程内 LRU,按字节预算(DOCXTPL_CACHE_BYTES,默认 32 MiB,0 关闭;或
docxtpl.set_cache_budget()),以内容摘要为键,从不用路径、mtime 或 id()。
只存变量名集合、patch 后的模板 XML 和编译后的代码对象:从不存上下文、图片、
渲染结果或回调结果。每次调用都重新计算环境指纹(环境是可变的);Environment
的子类、扩展、finalize 钩子、可调用的 autoescape,以及是闭包、绑定方法或
可调用对象的过滤器 / 测试,都会关闭对应的缓存层。
编译后的代码还可以通过磁盘缓存在进程之间共享:设置
DOCXTPL_CODE_CACHE_DIR=/path(或调用
docxtpl.configure_code_cache(path, max_entries=512))。pre-fork 服务器的
worker 会被轮换,否则几乎每个请求都要重新 lex、parse、compile 数 MB 的源码。
条目是 marshal 序列化的代码对象,键由源码摘要、环境的稳定描述(自定义过滤器 /
测试的名字和代码、undefined、policies、词法设置)以及 Python / Jinja2 / marshal
版本组成;损坏的条目会被丢弃,目录大小由 DOCXTPL_CODE_CACHE_MAX_ENTRIES 限制。
与 jinja2.FileSystemBytecodeCache 一样,该目录里的代码会被执行,因此只能由
应用自己写入。默认关闭。
可观测性
import docxtpl
docxtpl.enable_timings() # 或 DOCXTPL_TIMINGS=1
...
docxtpl.stats()
# {'counters': {'patch_xml_native': 19, 'patch_xml_reference': 0, 'map_tree_swap': 1,
# 'map_tree_replace': 0, 'jinja_compile_reused': 19, 'cache_code_hit': 19, ...},
# 'timings': {'render': {'calls': 1, 'seconds': 0.17}, ...}}
docxtpl.cache_info()
*_reference / map_tree_replace / jinja_compile_plain 统计的是与上游等价的
慢路径的执行次数。不会记录任何模板文本或上下文数据。
可选:python-docx XPath 缓存(docxtpl.accel)
默认关闭。docxtpl.accel.enable()(或 DOCXTPL_ACCEL=1)只替换一个方法
BaseOxmlElement.xpath,用复用编译后表达式的等价实现代替每次调用都新建 lxml
求值器。在最大的报告上测得:读取全部单元格段落文本 0.24 s → 0.085 s;表格归一化
和 docxcompose 合并不变(它们不受 XPath 制约)。对完整导出的预期收益只有几个
百分点,所以做成可选项;这也是不重写 python-docx 的原因:它的对象就是
lxml 元素,应用和 docxcompose 直接操作它们,解析 / XPath / 序列化本来就在 C 里跑,
给 qn() 加缓存实测没有收益。
目录结构
crates/core 纯 Rust 内核(不依赖 Python):patch.rs、render.rs、scan.rs
crates/py PyO3 绑定 -> docxtpl._native
python/docxtpl
template.py 上游 DocxTemplate,热点路径改道
_reference.py 上游正则代码,原样:回退路径 + 测试基准
_jinja.py 环境指纹、编译代码复用
_cache.py 字节预算 LRU _stats.py 计数器 / 计时
accel.py 可选的 python-docx XPath 缓存
tests/ pytest:差异测试(模糊测试 + 可选的私有语料)、门面行为
.github/ ci.yml(clippy、cargo test、三个 OS 上的 pytest)、release.yml(wheel -> PyPI)
每一个 Rust pass 都引用它替换的那条正则,并写明实现的匹配规则。规则有疑问时,
_reference.py 是规格,tests/fuzz.py 是裁判:
python -m venv .venv && . .venv/bin/activate && pip install maturin pytest
maturin develop --release # 把 docxtpl._native 构建进 .venv
cargo test && cargo clippy --all-targets -- -D warnings
pytest tests # 依赖私有 DOCX 语料的差异测试
# 在语料缺失时自动跳过
python tests/fuzz.py 500000 7 # 对 _reference.py 做语法模糊测试
python tests/make_golden.py # 修改模糊语法 / 参考实现后重新生成
基准测试
(私有的)基准框架交替启动两个环境的新进程(AB/BA);每个进程的第 1 次迭代是
冷(缓存为空),之后是热。
下面的数字来自 13 代 Core i9 笔记本、WSL2、CPython 3.12.14、lxml 5.3.1;
库层 p50 = 两次变量扫描 + render()。模板是私有的生产文档(一份 14.1 万元素的
测试报告、六份原始记录模板、一份封面),不在本仓库中;数字仅供参考。
A = .venv-baseline,B = .venv-candidate;4 轮 × 每进程 3 次迭代。
| 用例 | 库层 A p50 | B 冷 p50 | B 热 p50 | 冷 B/A | 热 B/A | 热 p95 B/A | 热 CPU B/A | 冷峰值 RSS B/A |
|---|---|---|---|---|---|---|---|---|
| remote-report-tpl194 | 13.047 s | 0.829 s | 0.166 s | 0.063 | 0.013 | 0.013 | 0.020 | 0.77 |
| remote-records-tpl177 | 1.213 s | 0.190 s | 0.027 s | 0.156 | 0.022 | 0.023 | 0.050 | 0.74 |
| remote-records-tpl178 | 0.280 s | 0.075 s | 0.009 s | 0.265 | 0.032 | 0.034 | 0.066 | 0.95 |
| remote-records-tpl180 | 1.312 s | 0.188 s | 0.029 s | 0.143 | 0.022 | 0.027 | 0.047 | 0.82 |
| remote-records-tpl181 | 0.383 s | 0.076 s | 0.007 s | 0.192 | 0.019 | 0.019 | 0.037 | 0.81 |
| remote-records-tpl183 | 0.758 s | 0.128 s | 0.019 s | 0.168 | 0.026 | 0.029 | 0.046 | 0.88 |
| remote-records-tpl185 | 0.028 s | 0.013 s | 0.002 s | 0.419 | 0.078 | 0.082 | 0.456 | 0.89 |
| local-cover-tpl185 | 0.029 s | 0.013 s | 0.002 s | 0.411 | 0.073 | 0.077 | 0.446 | 0.89 |
| synthetic-object-protocol | 0.017 s | 0.014 s | 0.003 s | 0.665 | 0.149 | 0.126 | 0.469 | 1.00 |
对照组:报告模板,同样的门面和算法,但关闭 Rust 内核(DOCXTPL_NATIVE=0):
库层冷 2.63 s / 热 1.10 s,开启时 0.83 s / 0.17 s。也就是说,纯 Python 优化之后
剩下的时间里,Rust 内核又去掉了 68% / 85%。
构建 wheel
maturin build --release 生成本机平台的 wheel。
.github/workflows/release.yml 在每个 v* tag 上构建完整的 wheel 矩阵和 sdist,
并通过 trusted publishing 发布到
PyPI(仓库里不存任何 API token);ci.yml 在每次 push 和 pull request 时于
Linux、Windows、macOS 上运行 clippy、cargo test 和 pytest。
许可证
LGPL-2.1-only,作为 docxtpl 的衍生作品。见 LICENSE 与 NOTICE。
Metadata
Release files for rust-docxtpl 0.1.2
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Built distributions (wheels)
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