# pystaleds
[](https://coveralls.io/github/AloizioMacedo/pystaleds?branch=master)
Tool to check for docstring stale status compared to function signature.
Compares thing such as order of arguments, type mismatches, absence of arguments etc.
## Installing
You can install the package directly via pip using
```bash
pip install pystaleds
```
You can also simply build the binary using this repository directly with Rust.
For instance,
```bash
cargo build -r
./target/release/pystaleds test_folder
```
would run the program to check the files inside `test_folder` in this repository.
## Example
Suppose we have a function `f` as below.
```python
def f(x):
"""This is my function.
Args:
x: This is my variable
Returns:
I just return whatever was passed to me.
"""
return x
```
In a new change, we want to add a flag in order to reverse the argument or not.
```python
def f(x, reverse):
"""This is my function.
Args:
x: This is my variable
Returns:
I just return whatever was passed to me.
"""
if reverse:
return -x
else:
return x
```
Note that we didn't change the docstring to reflect that we have a new variable.
This is precisely the type of thing we want to identify.
Running v0.1.1 of `pystaleds`, we would get the following results for each one
of those files:
```bash
✅ Success!
```
```bash
ERROR pystaleds::rules_checking: test.py: Line 1: Args from function: [("x", None), ("reverse", None)]. Args from docstring: [("x", None)]
Error: found errors in 1 file
```
The `None` that is present in that log line pertains to the types of the arguments in
case they are type hinted.
Indeed, if our code were:
```python
def f(x: int, reverse: bool):
"""This is my function.
Args:
x (int): This is my variable
Returns:
int: I just return whatever was passed to me.
"""
if reverse:
return -x
else:
return x
```
we would get:
```bash
ERROR pystaleds::rules_checking: test.py: Line 1: Args from function: [("x", Some("int")), ("reverse", Some("bool"))]. Args from docstring: [("x", Some("int"))]
Error: found errors in 1 file
```
If we change our code to
```python
def f(x: int, reverse: bool):
"""This is my function.
Args:
x (int): This is my variable
reverse: Whether to reverse before returning.
Returns:
int: I just return whatever was passed to me.
"""
if reverse:
return -x
else:
return x
```
we fix the issue! ✅ Success!
Note, however, that if you put mismatching types for the signature and the docstring,
it will again raise errors.
## Options
The only required argument is the path, which can be either a folder or an isolated
file. In case it is a folder, it will run through its contents recursively.
Optional boolean arguments include:
- --allow-hidden (--ah): This will include hidden files (i.e., those starting with
".") in the directory traversal.
- --break-on-empty-line (--be): This will consider an empty line as a signal that
the arguments section of the docstring has ended.
- --forbid-no-docstring (--nd): This will raise an error in case a docstring is
absent in a function definition.
- --forbid-no-args-in-docstring (--na): This will raise an error in case a docstring
does not have an arguments section.
- --forbid_untyped_docstrings (--nu): This will raise an error in case a docstring
has untyped arguments.
Optional non-boolean arguments include:
- --glob (-g): Allows passing a glob that will determine which files to consider.
In order for this to work, the path given to the program must be a folder. Then,
the glob will be considered having such folder as root.
- --docstyle (-s): Allows selecting the specific docstyle as a source for parsing.
Defaults to auto-detect, which will try both google and numpy and use the one
that works. But can be chosen to be specifically google or numpy.
## Benchmarking
The benchmark below (done with [hyperfine](https://github.com/sharkdp/hyperfine))
includes the average times to run each checker tool on my machine across different
projects. The `test_folder` refers to the folder on the root of this repo with two
simple `.py` files.
If the time would be over 1 minute, it is indicated as NaN in the table, as I
just stopped the test.
| Checker | pandas [ms] | numpy [ms] | fastapi [ms] | test_folder [ms] |
| ------------------------------------------------------- | ----------- | ---------- | ------------ | ---------------- |
| pystaleds | 21.7 | 17.9 | 19.2 | 2.6 |
| pystaleds (with tree-sitter parsing) | 616.0 | 370.4 | 102.5 | 4.1 |
| [pydoclint](https://github.com/jsh9/pydoclint) | 7418 | 3513 | 714.6 | 62.5 |
| [darglint](https://github.com/terrencepreilly/darglint) | NaN | NaN | 1152 | 125.3 |
| [docsig](https://github.com/jshwi/docsig) | NaN | NaN | 19353 | 527.0 |
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"description": "# pystaleds\n\n\n[](https://coveralls.io/github/AloizioMacedo/pystaleds?branch=master)\n\n\nTool to check for docstring stale status compared to function signature.\n\nCompares thing such as order of arguments, type mismatches, absence of arguments etc.\n\n## Installing\n\nYou can install the package directly via pip using\n\n```bash\npip install pystaleds\n```\n\nYou can also simply build the binary using this repository directly with Rust.\nFor instance,\n\n```bash\ncargo build -r\n./target/release/pystaleds test_folder\n```\n\nwould run the program to check the files inside `test_folder` in this repository.\n\n## Example\n\nSuppose we have a function `f` as below.\n\n```python\ndef f(x):\n \"\"\"This is my function.\n\n Args:\n x: This is my variable\n\n Returns:\n I just return whatever was passed to me.\n \"\"\"\n return x\n```\n\nIn a new change, we want to add a flag in order to reverse the argument or not.\n\n```python\ndef f(x, reverse):\n \"\"\"This is my function.\n\n Args:\n x: This is my variable\n\n Returns:\n I just return whatever was passed to me.\n \"\"\"\n if reverse:\n return -x\n else:\n return x\n```\n\nNote that we didn't change the docstring to reflect that we have a new variable.\nThis is precisely the type of thing we want to identify.\n\nRunning v0.1.1 of `pystaleds`, we would get the following results for each one\nof those files:\n\n```bash\n\u2705 Success!\n```\n\n```bash\nERROR pystaleds::rules_checking: test.py: Line 1: Args from function: [(\"x\", None), (\"reverse\", None)]. Args from docstring: [(\"x\", None)]\nError: found errors in 1 file\n```\n\nThe `None` that is present in that log line pertains to the types of the arguments in\ncase they are type hinted.\n\nIndeed, if our code were:\n\n```python\ndef f(x: int, reverse: bool):\n \"\"\"This is my function.\n\n Args:\n x (int): This is my variable\n\n Returns:\n int: I just return whatever was passed to me.\n \"\"\"\n if reverse:\n return -x\n else:\n return x\n```\n\nwe would get:\n\n```bash\nERROR pystaleds::rules_checking: test.py: Line 1: Args from function: [(\"x\", Some(\"int\")), (\"reverse\", Some(\"bool\"))]. Args from docstring: [(\"x\", Some(\"int\"))]\nError: found errors in 1 file\n```\n\nIf we change our code to\n\n```python\ndef f(x: int, reverse: bool):\n \"\"\"This is my function.\n\n Args:\n x (int): This is my variable\n reverse: Whether to reverse before returning.\n\n Returns:\n int: I just return whatever was passed to me.\n \"\"\"\n if reverse:\n return -x\n else:\n return x\n```\n\nwe fix the issue! \u2705 Success!\n\nNote, however, that if you put mismatching types for the signature and the docstring,\nit will again raise errors.\n\n## Options\n\nThe only required argument is the path, which can be either a folder or an isolated\nfile. In case it is a folder, it will run through its contents recursively.\n\nOptional boolean arguments include:\n\n- --allow-hidden (--ah): This will include hidden files (i.e., those starting with\n \".\") in the directory traversal.\n- --break-on-empty-line (--be): This will consider an empty line as a signal that\n the arguments section of the docstring has ended.\n- --forbid-no-docstring (--nd): This will raise an error in case a docstring is\n absent in a function definition.\n- --forbid-no-args-in-docstring (--na): This will raise an error in case a docstring\n does not have an arguments section.\n- --forbid_untyped_docstrings (--nu): This will raise an error in case a docstring\n has untyped arguments.\n\nOptional non-boolean arguments include:\n\n- --glob (-g): Allows passing a glob that will determine which files to consider.\n In order for this to work, the path given to the program must be a folder. Then,\n the glob will be considered having such folder as root.\n- --docstyle (-s): Allows selecting the specific docstyle as a source for parsing.\n Defaults to auto-detect, which will try both google and numpy and use the one\n that works. But can be chosen to be specifically google or numpy.\n\n## Benchmarking\n\nThe benchmark below (done with [hyperfine](https://github.com/sharkdp/hyperfine))\nincludes the average times to run each checker tool on my machine across different\nprojects. The `test_folder` refers to the folder on the root of this repo with two\nsimple `.py` files.\n\nIf the time would be over 1 minute, it is indicated as NaN in the table, as I\njust stopped the test.\n\n| Checker | pandas [ms] | numpy [ms] | fastapi [ms] | test_folder [ms] |\n| ------------------------------------------------------- | ----------- | ---------- | ------------ | ---------------- |\n| pystaleds | 21.7 | 17.9 | 19.2 | 2.6 |\n| pystaleds (with tree-sitter parsing) | 616.0 | 370.4 | 102.5 | 4.1 |\n| [pydoclint](https://github.com/jsh9/pydoclint) | 7418 | 3513 | 714.6 | 62.5 |\n| [darglint](https://github.com/terrencepreilly/darglint) | NaN | NaN | 1152 | 125.3 |\n| [docsig](https://github.com/jshwi/docsig) | NaN | NaN | 19353 | 527.0 |\n\n",
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