From 407e56750269c3a3d30ef66c0a06447dc686be2b Mon Sep 17 00:00:00 2001 From: "google-labs-jules[bot]" <161369871+google-labs-jules[bot]@users.noreply.github.com> Date: Thu, 5 Jun 2025 02:37:30 +0000 Subject: [PATCH] Enhance README, add CI workflow, and initial tests This commit includes the following improvements: - README.md: - Added a detailed project description, features, and limitations. - Included installation instructions and usage examples. - Added contribution guidelines. - Integrated a placeholder for a GitHub Actions build status badge. Your action is required to update the placeholder. - Continuous Integration (CI): - Introduced a GitHub Actions workflow (`.github/workflows/main.yml`). - The workflow lints the code using Flake8. - Performs a basic import test on `chatcoder.py`. - Includes NLTK data download steps required by the application. - Testing: - Created `test_chatcoder.py` to explore unit testing. - I encountered challenges in mocking Tkinter and NLTK dependencies effectively for the `convert_to_code` method due to the current application structure. - The CI workflow does not yet execute these unit tests due to these challenges. Further refactoring of `chatcoder.py` might be needed for comprehensive unit testing. --- .github/workflows/main.yml | 41 +++++++++++ README.md | 52 +++++++++++++- __pycache__/chatcoder.cpython-310.pyc | Bin 0 -> 2133 bytes __pycache__/test_chatcoder.cpython-310.pyc | Bin 0 -> 2306 bytes test_chatcoder.py | 79 +++++++++++++++++++++ 5 files changed, 170 insertions(+), 2 deletions(-) create mode 100644 .github/workflows/main.yml create mode 100644 __pycache__/chatcoder.cpython-310.pyc create mode 100644 __pycache__/test_chatcoder.cpython-310.pyc create mode 100644 test_chatcoder.py diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml new file mode 100644 index 0000000..c3bbfb5 --- /dev/null +++ b/.github/workflows/main.yml @@ -0,0 +1,41 @@ +name: Python Application CI + +on: [push, pull_request] + +jobs: + build: + runs-on: ubuntu-latest + + steps: + - name: Check out code + uses: actions/checkout@v3 + + - name: Set up Python + uses: actions/setup-python@v3 + with: + python-version: '3.x' # Use a generic Python 3 version + + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install nltk flake8 + # The chatcoder.py script itself calls nltk.download(). + # We need to ensure these resources are available for any import/run checks. + # Running this command in the workflow to pre-download. + python -c "import nltk; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger')" + + - name: Lint with Flake8 + run: | + # stop the build if there are Python syntax errors or undefined names + flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics + # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide + flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics + + - name: Test basic script import + run: | + python -c "import chatcoder" + + # Future step: Run unit tests (if they become viable) + # - name: Run Unit Tests + # run: | + # python -m unittest discover -s . -p "test_*.py" diff --git a/README.md b/README.md index 327525c..3250205 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,51 @@ -# NaturalLanguagecoder -a small utility to take prompt strings and refine them into a structured format for better interpretation by LLM's. It's very raw and in need of detailing and cleanup work as well as interface enhancement etc. +# NaturalLanguageCoder +[![Python Application CI](https://github.com/YOUR_USERNAME/YOUR_REPOSITORY/actions/workflows/main.yml/badge.svg)](https://github.com/YOUR_USERNAME/YOUR_REPOSITORY/actions/workflows/main.yml) +## Description +A Python utility that converts natural language instructions into a basic code structure. It uses NLTK for tokenization and part-of-speech tagging to perform a rudimentary analysis and conversion. This tool is an initial exploration and has significant room for improvement in terms of accuracy, complexity of conversions, and user interface. + +## Current Features +* Accepts natural language input via a simple Tkinter GUI. +* Tokenizes and tags words using NLTK. +* Converts verbs into function calls (e.g., "print" -> "print()"). +* Treats nouns as potential variables or objects. +* Allows saving the generated code snippet to a file named `output.py`. + +## Limitations +* The conversion logic is very basic and rule-based. It does not understand context, complex grammar, or specific programming language syntax beyond simple function calls and variable names. +* Error handling is minimal. +* The GUI is very basic. + +## Installation +1. Clone the repository: `git clone ` +2. Navigate to the project directory: `cd NaturalLanguagecoder` +3. Install required libraries: `pip install nltk tkinter` +4. The first time you run the script, NLTK will download necessary resources ('punkt' and 'averaged_perceptron_tagger'). If this fails, you may need to run Python interactively and execute: + ```python + import nltk + nltk.download('punkt') + nltk.download('averaged_perceptron_tagger') + ``` + +## Usage +1. Run the script: `python chatcoder.py` +2. Enter your natural language instruction in the input field (e.g., "create variable data and print hello"). +3. Click "Convert to Code". +4. The generated code structure will appear in the text area below. +5. Click "Save" to save the output to `output.py` in the same directory. + +## Example Conversion +* Input: `define function process data` +* Output: `define() function() process() data ` (Illustrative of current simple logic) + +## Contributing +Contributions are welcome! If you'd like to improve NaturalLanguageCoder, please consider: + * Enhancing the parsing and code generation logic. + * Adding support for more complex programming constructs. + * Improving the user interface. + * Adding comprehensive error handling. + * Expanding test coverage. +Please fork the repository, make your changes on a new branch, and submit a pull request. + +## License +This project is licensed under the terms of the LICENSE file. diff --git a/__pycache__/chatcoder.cpython-310.pyc b/__pycache__/chatcoder.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..ddf25bf1919be79d1098c3cf3a6b07d6591420c0 GIT binary patch literal 2133 zcmZuy-H+Qu5MQs?A8|gKUJIoaq5<`xM&f!sj;{li(rbl;s_@W?3JYYp-fiN|znSFCrbpoU<bApj?Mhq%d(35N>dq8UcmXOpTElm`1h70;X+NUh(aw@7Eu5r4&0L2oe}@dHRGrFz}L(-N57~XO9V7+Tu2>7I(M{ ztNny95;%8=Un|>tITw3*22quepN+?{u@(YljDn+h8zw~#$kIR%=41%~BWxgGG^X~KI#6;F+l6(W5AYb^}pG%AWPd`h03z7mbcSK@x8VhAQT z$NSQP!*Ad%fI-AFJn9(@Iy?X3?Ke+izXSt1*h2?D!=%W-m}^cQ(m4rX4Cp|^eF%Vn zm4OvN*H#OxmbRMQIi%WdgWZLFhu02G@PM+r=Akz5;0q6Y)U~}1_WJ+$Xuy7B<)aC5 z^FJRPlhEwW&fUr&vz`5XB0EV|C^?B$l4rX>Jf_4Wb&NMdWgPMSpc2?OCQ9X5c`B~R5~@7Jd%%h;#a=qxR_>s71XRu1Vo^OH$IWZp`Rqzogyn zGo$l6oDiNrKK1MJ6%a}j>Z@c~3Z1Dr%_Rr$hayX6B5=lefgP#z3KdCJOcT|Y=kYf- z7pVZQozo6(b#In75DprP@5mbNc@xl}xFJQQtsNGDt(zM!8K$;m7z-L=)O#^MuY!Yj zU=**x1O*H)GaE3swG1mgYs_?aS@Bf2v&|E(tjP0RlCZ5I7j%-o0HI0}hZGIWBMPZv zoO1Jk{?J;`IbB+qHiO&)7#X|=W(DX~QoJ#ReSE*h{|Br*)|D5*m6y-)3KAc2pWzkJi7lK5zB?c;+tHv6OG!4VGvtYGLT{;NkX&41= zxujvZu6w3^TH-#&9YskNhJK@T!jR`Ngmu&~!LC$cfW1M!i67Iv2wa{|vow!*K<^H< z4|xS`CiL{cMPF&2kJk>O3mFemx}Q`RyN3T;nkdY0Z8#6Sp6MAI)ZMlLF80?yO`;Ap literal 0 HcmV?d00001 diff --git a/__pycache__/test_chatcoder.cpython-310.pyc b/__pycache__/test_chatcoder.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..3413e53d75e1ff1fe0a86ab8b9096d4f3f1d81f3 GIT binary patch literal 2306 zcmZ`)&5zqe6rUN79VfA~X(`(e@nHdnT0&bDi9-=WZMTI}Bcv@<^?{L_ncelqvBP+> z+l>;0v^{XCkhnsn?6LonuUz0?;6QoLPC|BB9L>y|nV0wdev|uti@^7a+}jU*LVm~1 z`p02&7e?_DOp-{Nk_cCp(jkl3(26WtpYw<-OInh@q>&AjT~Us*l_QV#d}HrQQjX!exb~GB!)l>Gk8r)p2b5Ib=Hr~AOwTVAjyoUVZ+#lQS@LkWKIn`una$Cv2E*c;4qg? z+8%l{O39SQzO;8p*qGejj?+}hAkX^h^Ly0Fh!7Lf!R-rV3^BssscUE zwkCd-n!%RLkFqq66x6zyO5m#s^H?3@5hIA-g}{?H$Xwj3zLsD^lI%< zMvxBRegJQ!7EK7pIMcc4=&?36u*@NjDVd@`ep8yjvM*;w6t zH)9jq@Dnn#o{;PYC&oU$L&=O&GU-go+>!2-|4Lr5Q|PHDx^G=vK~Z*kK!)(L^rrf99G_SBktn8PWZ`?8H1rVOac@@fbC2kp6U zItLrlKV@ivBpiMx0Ek)lHYp}Y@Gty5g|U7s$^%r==q8o!Mw=DenNW*Z?=4(igtt1e06t2p z&Uf7ni~!hDq3zNvk>>Cy-3E^fY{MJYCS`9JWp;~p=sVQ?k-hP(4)s`zwg6*VKwqI> z|1r7q7=)cq&%bT9_5Zqh(4?*q_}~dqw#3qHQF=mrKaSJ-Mt_L;Ks;QV5Iyu&m~O!+ zF!3(&SapIjhjEe#5nhhmah4b~A@Y~h7KX3Nc%5X#8y&zD!MlRbFgyusKwrHp8o{B4 zF@&|MFzPx%0ID#mbgMwbkXp1$e*{y>(U3K>D=#YKb3d