{
"cells": [
{
"cell_type": "markdown",
"id": "cc15d231",
"metadata": {},
"source": [
"\n",
"# Fastai Debuggable\n",
"\n",
"<!-- WARNING: THIS FILE WAS AUTOGENERATED! DO NOT EDIT! -->\n",
"\n",
"I would love to learn fastai by experimenting its sources and if\n",
"possible contribute to them. In this page I would like to present useful\n",
"tools I built and tinkerings (including contributions) I made during\n",
"exploration.\n",
"\n",
"You can quickly on each page:\n",
"\n",
"- search `how-` to find what I learnt along the way,\n",
"- search `tinker-` to see how I tinker the sources,\n",
"- search `contribute-` to see what contribution I made."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "eb69043f",
"metadata": {},
"outputs": [],
"source": [
"from fastcore.meta import *\n",
"from nbdev.showdoc import *\n",
"from fastcore.test import *\n",
"from pprint import pprint\n",
"from debuggable.utils import *\n",
"import inspect"
]
},
{
"cell_type": "markdown",
"id": "c1b38ac3",
"metadata": {},
"source": [
"## Useful tools I built\n",
"\n",
"### debuggable.utils.whatinside"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a4b52d0b",
"metadata": {},
"outputs": [],
"source": [
"import fastcore.meta as fm\n",
"whatinside(fm, dun=True)"
]
},
{
"cell_type": "markdown",
"id": "3abfd5e5",
"metadata": {},
"source": [
" fastcore.meta has: \n",
" 13 items in its __all__, and \n",
" 43 user defined functions, \n",
" 19 classes or class objects, \n",
" 2 builtin funcs and methods, and\n",
" 74 callables.\n",
"\n",
" ['test_sig',\n",
" 'FixSigMeta',\n",
" 'PrePostInitMeta',\n",
" 'AutoInit',\n",
" 'NewChkMeta',\n",
" 'BypassNewMeta',\n",
" 'empty2none',\n",
" 'anno_dict',\n",
" 'use_kwargs_dict',\n",
" 'use_kwargs',\n",
" 'delegates',\n",
" 'method',\n",
" 'funcs_kwargs']\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "c5fd288f",
"metadata": {},
"outputs": [],
"source": [
"whatinside(fm, func=True)"
]
},
{
"cell_type": "markdown",
"id": "4b734224",
"metadata": {},
"source": [
" fastcore.meta has: \n",
" 13 items in its __all__, and \n",
" 43 user defined functions, \n",
" 19 classes or class objects, \n",
" 2 builtin funcs and methods, and\n",
" 74 callables.\n",
"\n",
" The user defined functions are:\n",
" ['_funcs_kwargs',\n",
" '_mk_param',\n",
" '_rm_self',\n",
" 'all_equal',\n",
" 'anno_dict',\n",
" 'any_is_instance',\n",
" 'array_equal',\n",
" 'contextmanager',\n",
" 'copy',\n",
" 'delegates',\n",
" 'df_equal',\n",
" 'empty2none',\n",
" 'equals',\n",
" 'funcs_kwargs',\n",
" 'in_colab',\n",
" 'in_ipython',\n",
" 'in_jupyter',\n",
" 'in_notebook',\n",
" 'ipython_shell',\n",
" 'is_close',\n",
" 'is_coll',\n",
" 'is_iter',\n",
" 'isinstance_str',\n",
" 'method',\n",
" 'nequals',\n",
" 'noop',\n",
" 'noops',\n",
" 'remove_prefix',\n",
" 'remove_suffix',\n",
" 'test',\n",
" 'test_close',\n",
" 'test_eq',\n",
" 'test_eq_type',\n",
" 'test_fail',\n",
" 'test_fig_exists',\n",
" 'test_is',\n",
" 'test_ne',\n",
" 'test_shuffled',\n",
" 'test_sig',\n",
" 'test_stdout',\n",
" 'test_warns',\n",
" 'use_kwargs',\n",
" 'use_kwargs_dict']\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "10ad86d3",
"metadata": {},
"outputs": [],
"source": [
"whatinside(fm, clas=True)"
]
},
{
"cell_type": "markdown",
"id": "6e682b03",
"metadata": {},
"source": [
" fastcore.meta has: \n",
" 13 items in its __all__, and \n",
" 43 user defined functions, \n",
" 19 classes or class objects, \n",
" 2 builtin funcs and methods, and\n",
" 74 callables.\n",
"\n",
" The class objects are:\n",
" ['AutoInit',\n",
" 'BuiltinFunctionType',\n",
" 'BuiltinMethodType',\n",
" 'BypassNewMeta',\n",
" 'ExceptionExpected',\n",
" 'FixSigMeta',\n",
" 'FunctionType',\n",
" 'MethodDescriptorType',\n",
" 'MethodType',\n",
" 'MethodWrapperType',\n",
" 'NewChkMeta',\n",
" 'NoneType',\n",
" 'Path',\n",
" 'PrePostInitMeta',\n",
" 'SimpleNamespace',\n",
" 'WrapperDescriptorType',\n",
" 'attrgetter',\n",
" 'itemgetter',\n",
" 'partial']\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "4a41dbbf",
"metadata": {},
"outputs": [],
"source": [
"whatinside(fm, lib=True)"
]
},
{
"cell_type": "markdown",
"id": "91b2f85e",
"metadata": {},
"source": [
" fastcore.meta has: \n",
" 13 items in its __all__, and \n",
" 43 user defined functions, \n",
" 19 classes or class objects, \n",
" 2 builtin funcs and methods, and\n",
" 74 callables.\n",
"\n",
" The library has 21 modules\n",
" ['_modidx',\n",
" '_nbdev',\n",
" 'all',\n",
" 'basics',\n",
" 'dispatch',\n",
" 'docments',\n",
" 'docscrape',\n",
" 'foundation',\n",
" 'imports',\n",
" 'meta',\n",
" 'nb_imports',\n",
" 'net',\n",
" 'parallel',\n",
" 'script',\n",
" 'shutil',\n",
" 'style',\n",
" 'test',\n",
" 'transform',\n",
" 'utils',\n",
" 'xdg',\n",
" 'xtras']\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "9af312f6",
"metadata": {},
"outputs": [],
"source": [
"import fastcore.imports as fi\n",
"whatinside(fi, dun=True)"
]
},
{
"cell_type": "markdown",
"id": "e028b6a2",
"metadata": {},
"source": [
" fastcore.imports has: \n",
" 0 items in its __all__, and \n",
" 17 user defined functions, \n",
" 13 classes or class objects, \n",
" 2 builtin funcs and methods, and\n",
" 42 callables."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "4e6fe8c4",
"metadata": {},
"outputs": [],
"source": [
"whatinside(fi, func=True)"
]
},
{
"cell_type": "markdown",
"id": "094c8e28",
"metadata": {},
"source": [
" fastcore.imports has: \n",
" 0 items in its __all__, and \n",
" 17 user defined functions, \n",
" 13 classes or class objects, \n",
" 2 builtin funcs and methods, and\n",
" 42 callables.\n",
"\n",
" The user defined functions are:\n",
" ['all_equal',\n",
" 'any_is_instance',\n",
" 'array_equal',\n",
" 'df_equal',\n",
" 'equals',\n",
" 'in_colab',\n",
" 'in_ipython',\n",
" 'in_jupyter',\n",
" 'in_notebook',\n",
" 'ipython_shell',\n",
" 'is_coll',\n",
" 'is_iter',\n",
" 'isinstance_str',\n",
" 'noop',\n",
" 'noops',\n",
" 'remove_prefix',\n",
" 'remove_suffix']\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "850133c8",
"metadata": {},
"outputs": [],
"source": [
"whatinside(fi, clas=True)"
]
},
{
"cell_type": "markdown",
"id": "0126337d",
"metadata": {},
"source": [
" fastcore.imports has: \n",
" 0 items in its __all__, and \n",
" 17 user defined functions, \n",
" 13 classes or class objects, \n",
" 2 builtin funcs and methods, and\n",
" 42 callables.\n",
"\n",
" The class objects are:\n",
" ['BuiltinFunctionType',\n",
" 'BuiltinMethodType',\n",
" 'FunctionType',\n",
" 'MethodDescriptorType',\n",
" 'MethodType',\n",
" 'MethodWrapperType',\n",
" 'NoneType',\n",
" 'Path',\n",
" 'SimpleNamespace',\n",
" 'WrapperDescriptorType',\n",
" 'attrgetter',\n",
" 'itemgetter',\n",
" 'partial']\n",
"\n",
"### debuggable.utils.whichversion"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "f5c11795",
"metadata": {},
"outputs": [],
"source": [
"whichversion('nbdev')"
]
},
{
"cell_type": "markdown",
"id": "49a3bb42",
"metadata": {},
"source": [
" nbdev: 2.1.7 \n",
" Create delightful software with Jupyter Notebooks \n",
" Jeremy Howard and Hamel Husain \n",
" https://github.com/fastai/nbdev \n",
" python_version: >=3.7 \n",
" /Users/Natsume/mambaforge/lib/python3.9/site-packages/nbdev"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "da1eece5",
"metadata": {},
"outputs": [],
"source": [
"whichversion('fastcore')"
]
},
{
"cell_type": "markdown",
"id": "89cb0987",
"metadata": {},
"source": [
" fastcore: 1.5.18 \n",
" Python supercharged for fastai development \n",
" Jeremy Howard and Sylvain Gugger \n",
" https://github.com/fastai/fastcore/ \n",
" python_version: >=3.7 \n",
" /Users/Natsume/Documents/fastcore/fastcore"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "1e92a5c2",
"metadata": {},
"outputs": [],
"source": [
"whichversion('debuggable', req=True)"
]
},
{
"cell_type": "markdown",
"id": "0e533e1b",
"metadata": {},
"source": [
" debuggable: 0.0.12 \n",
" make fastai library debuggable on every major line \n",
" EmbraceLife \n",
" https://github.com/EmbraceLife/debuggable/ \n",
" python_version: >=3.7 \n",
" /Users/Natsume/Documents/debuggable/debuggable\n",
"\n",
" debuggable requires: \n",
" ['fastcore', 'fastai', 'numpy']\n",
"\n",
"### debuggable.utils.dbprint\n",
"\n",
"please go to my\n",
"[docs](https://embracelife.github.io/debuggable/fastcore/meta/00_delegates.html)\n",
"for fastcore.meta.delegates for demos of this function.\n",
"\n",
"## My contributions to fastcore\n",
"\n",
"### My first [contrib to fastcore](https://github.com/fastai/fastcore/commit/0a94e22a0d6c02b51240ed6d8f1d7c94e6ae9b40) is based on the solution above with Jeremy’s modification\n",
"\n",
"## Interesting findings of fastcore"
]
}
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