Repository: halluxdev/hallux (language: python)

Issue:
Integration issues
- [x] 1. Azure complains with "Must provide an 'engine' or a 'deployment_id'"
           can be fixed by adding engine=self.model. Investigate more on that
- [x] 2. Improve logging: when "validity_test" fails to execute, for example file is not executable, in logs you only see "unable to fix"
- [x] 3. sonar requires config even when file is provided
- [x] 4. sonar file parsing expects only one delimiter  ":" in the key, while can be more
- [x] 5. parametrize api_version for openai azure
- [x] 6. specify language / filename to llm, for example swift code provided, but llm responds with python solution
- [x] 7. hallux installation error in docker python:3.10-alpine3.19 -- fixed with  https://stackoverflow.com/questions/77490435/attributeerror-cython-sources
- [x] 8. we need ability to run hallux without git, just with filesystem:
Integration issues
- [x] 1. Azure complains with "Must provide an 'engine' or a 'deployment_id'"
           can be fixed by adding engine=self.model. Investigate more on that
- [x] 2. Improve logging: when "validity_test" fails to execute, for example file is not executable, in logs you only see "unable to fix"
- [x] 3. sonar requires config even when file is provided
- [x] 4. sonar file parsing expects only one delimiter  ":" in the key, while can be more
- [x] 5. parametrize api_version for openai azure
- [x] 6. specify language / filename to llm, for example swift code provided, but llm responds with python solution
- [x] 7. hallux installation error in docker python:3.10-alpine3.19 -- fixed with  https://stackoverflow.com/questions/77490435/attributeerror-cython-sources
- [x] 8. we need ability to run hallux without git, just with filesystem:


Discussion / hints:

Fix patch:
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..568fa70
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,45 @@
+# Copyright: Hallux team, 2024
+
+# Dockerfile example
+# to build run:
+#   ./scripts/build-package.sh
+#   docker build -t hallux-image .
+
+# Use the official Python image from the Docker Hub
+FROM python:3.9-slim
+
+# Set environment variables to avoid cache issues and ensure repeatable builds
+ENV PYTHONDONTWRITEBYTECODE 1
+ENV PYTHONUNBUFFERED 1
+
+# Set the working directory in the container
+WORKDIR /app
+
+# Upgrade pip and install project specific modules
+RUN pip install --upgrade pip \
+  pytest==8.3.3 \
+  pytest-cov==5.0.0 \
+  ruff==0.0.272
+
+# Install make and git to be able to run validity tests
+RUN apt-get update && \
+  apt-get install -y make git && \
+  rm -rf /var/lib/apt/lists/*
+
+# Copy the wheel file from the host machine to the container
+COPY ./dist/*.whl /app/
+
+# Install the wheel file
+RUN pip install /app/*.whl
+
+# Set the entrypoint to hallux
+ENTRYPOINT ["hallux"]
+
+# Example of how to run hallux from this Docker image:
+# docker run --rm -it hallux-image --help
+# docker run --rm -it -v $(pwd):/app -e LOG_LEVEL=DEBUG hallux-image --sonar --model=ollama/llama3.2 .
+
+# Run bash inside the image
+# docker run --rm -it --entrypoint /bin/bash -v $(pwd):/app hallux-image
+
+
diff --git a/pyproject.toml b/pyproject.toml
index 3bb8b8f..a7714aa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,8 +24,6 @@ classifiers = [
 ]
 
 dependencies = [
-  'pyyaml==5.4.1',
-  'types-PyYAML==6.0.12.11',
   'PyGithub==2.1.1',
   'colorlog==6.7.0',
   'requests==2.32.0',
diff --git a/requirements.txt b/requirements.txt
index 95f2a42..9ca6b5d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,8 +3,6 @@ pytest-cov==5.0.0
 ruff==0.0.272
 mypy==1.4.1
 black==24.3.0
-pyyaml==5.4.1
-types-PyYAML==6.0.12.11
 PyGithub==2.1.1
 isort==5.12.0
 wheel==0.40.0
diff --git a/scripts/update-changelog.sh b/scripts/update-changelog.sh
new file mode 100755
index 0000000..4e4bccf
--- /dev/null
+++ b/scripts/update-changelog.sh
@@ -0,0 +1,103 @@
+#!/bin/bash
+
+# Check if at least one argument is passed
+if [ $# -eq 0 ]; then
+    echo "Usage: $0 <commit-hash | commit-range>"
+    exit 1
+fi
+
+# Get the commit hash or range from the first argument
+commit_range=$1
+
+# Check if it's a single commit hash or a range
+if [[ "$commit_range" =~ \.\. ]]; then
+    # It's a commit range
+    commit_message=$(git --no-pager log --format=%B "$commit_range")
+    diff_output=$(git --no-pager diff "$commit_range")
+else
+    # It's a single commit
+    commit_message=$(git --no-pager log -1 --format=%B "$commit_range")
+    diff_output=$(git --no-pager show "$commit_range" --format="")
+fi
+
+# Relies on the git tag
+MAJOR=$(git describe --long | awk -F "-" '{print $1}')
+DISTANCE=$(git describe --long | awk -F "-" '{print $2}')
+VERSION=${MAJOR}.${DISTANCE}
+
+# Generate changelog prompt and save it to a variable
+changelog_prompt=$(cat <<EOF
+For the following commit message and diff, create a changelog record.
+
+## Changelog Format
+The format is based on Keep a Changelog, and this project adheres to Semantic Versioning. Remove unused sections.
+
+## Example Changelog Entry:
+
+\`\`\`markdown
+### Added
+
+- #123: Add new feature
+
+### Changed
+
+### Deprecated
+
+### Removed
+
+### Fixed
+\`\`\`
+
+## Commit Messages
+
+$commit_message
+
+## Diff
+\`\`\`diff
+$diff_output
+\`\`\`
+EOF
+)
+
+# Properly escape the newlines and quotes for the JSON request
+json_payload=$(jq -n --arg prompt "$changelog_prompt" '{
+  model: "llama3.2",
+  prompt: $prompt,
+  stream: false
+}')
+
+# Send changelog prompt to LLM API via curl
+curl_output=$(curl -s http://localhost:11434/api/generate -H "Content-Type: application/json" -d "$json_payload")
+
+# Extract the 'response' field from the LLM response using jq
+formatted_response=$(echo "$curl_output" | jq -r '.response')
+
+# Insert the formatted response into CHANGELOG.md before the latest tag
+if [ -f "CHANGELOG.md" ]; then
+    # Create a backup of the current CHANGELOG.md
+    cp CHANGELOG.md CHANGELOG.md.bak
+
+    # Find the line number of the latest tag and insert before it
+    latest_tag_line=$(grep -n "^## \[\d" CHANGELOG.md | head -n 1 | cut -d: -f1)
+    
+    if [ -z "$latest_tag_line" ]; then
+        # No existing tags found, append to the end of the file
+        echo "## [$VERSION] - $(date +%Y-%m-%d)" >> CHANGELOG.md
+        echo "$formatted_response" >> CHANGELOG.md
+        echo "" >> CHANGELOG.md
+    else
+        # Insert changelog entry before the latest tag
+        (head -n $(($latest_tag_line - 1)) CHANGELOG.md; \
+         echo "## [$VERSION] - $(date +%Y-%m-%d)"; \
+         echo "$formatted_response"; \
+         echo ""; \
+         tail -n +$latest_tag_line CHANGELOG.md) > CHANGELOG.md.tmp && mv CHANGELOG.md.tmp CHANGELOG.md
+    fi
+    rm -rf CHANGELOG.md.bak
+else
+    # If no CHANGELOG.md exists, create one
+    echo "## [$VERSION] - $(date +%Y-%m-%d)" > CHANGELOG.md
+    echo "$formatted_response" >> CHANGELOG.md
+fi
+
+echo "Changelog has been updated in CHANGELOG.md."


Test patch:
diff --git a/tests/test-rest-backend/.editorconfig b/tests/test-rest-backend/.editorconfig
deleted file mode 100644
index 1166a4a..0000000
--- a/tests/test-rest-backend/.editorconfig
+++ /dev/null
@@ -1,12 +0,0 @@
-# EditorConfig is awesome: https://EditorConfig.org
-
-# top-most EditorConfig file
-root = true
-
-[*]
-indent_style = space
-indent_size = 2
-end_of_line = lf
-charset = utf-8
-trim_trailing_whitespace = true
-insert_final_newline = false
\ No newline at end of file
diff --git a/tests/test-rest-backend/.eslintrc b/tests/test-rest-backend/.eslintrc
deleted file mode 100644
index c7da58b..0000000
--- a/tests/test-rest-backend/.eslintrc
+++ /dev/null
@@ -1,10 +0,0 @@
-{
-    "parser": "@typescript-eslint/parser",
-    "extends": ["plugin:@typescript-eslint/recommended"],
-    "parserOptions": {
-        "ecmaVersion": "latest",
-        "sourceType": "module"
-    },
-    "rules": {
-    }
-}
\ No newline at end of file
diff --git a/tests/test-rest-backend/.gitignore b/tests/test-rest-backend/.gitignore
deleted file mode 100644
index 59d4cfd..0000000
--- a/tests/test-rest-backend/.gitignore
+++ /dev/null
@@ -1,110 +0,0 @@
-# Logs
-logs
-*.log
-npm-debug.log*
-yarn-debug.log*
-yarn-error.log*
-lerna-debug.log*
-
-# Diagnostic reports (https://nodejs.org/api/report.html)
-report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json
-
-# Runtime data
-pids
-*.pid
-*.seed
-*.pid.lock
-
-# Directory for instrumented libs generated by jscoverage/JSCover
-lib-cov
-
-# Coverage directory used by tools like istanbul
-coverage
-*.lcov
-
-# nyc test coverage
-.nyc_output
-
-# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files)
-.grunt
-
-# Bower dependency directory (https://bower.io/)
-bower_components
-
-# node-waf configuration
-.lock-wscript
-
-# Compiled binary addons (https://nodejs.org/api/addons.html)
-build/Release
-
-# Dependency directories
-node_modules/
-jspm_packages/
-
-# TypeScript v1 declaration files
-typings/
-
-# TypeScript cache
-*.tsbuildinfo
-
-# Optional npm cache directory
-.npm
-
-# Optional eslint cache
-.eslintcache
-
-# Microbundle cache
-.rpt2_cache/
-.rts2_cache_cjs/
-.rts2_cache_es/
-.rts2_cache_umd/
-
-# Optional REPL history
-.node_repl_history
-
-# Output of 'npm pack'
-*.tgz
-
-# Yarn Integrity file
-.yarn-integrity
-
-# dotenv environment variables file
-.env
-.env.test
-
-# parcel-bundler cache (https://parceljs.org/)
-.cache
-
-# Next.js build output
-.next
-
-# Nuxt.js build / generate output
-.nuxt
-dist
-
-# Gatsby files
-.cache/
-# Comment in the public line in if your project uses Gatsby and *not* Next.js
-# https://nextjs.org/blog/next-9-1#public-directory-support
-# public
-
-# vuepress build output
-.vuepress/dist
-
-# Serverless directories
-.serverless/
-
-# FuseBox cache
-.fusebox/
-
-# DynamoDB Local files
-.dynamodb/
-
-# TernJS port file
-.tern-port
-
-public
-public/*
-.vercel
-cookie.txt
-temp
\ No newline at end of file
diff --git a/tests/test-rest-backend/.hallux b/tests/test-rest-backend/.hallux
deleted file mode 100644
index b366007..0000000
--- a/tests/test-rest-backend/.hallux
+++ /dev/null
@@ -1,19 +0,0 @@
-backends:
-  - rest:
-      type: rest
-      url: http://localhost:8181/generate
-      request_body: { message: $PROMPT } # Defaults to: $PROMPT
-      response_body: $RESPONSE.answer.0.value # Defaults to $RESPONSE
-
-  - gpt3:
-      type: openai
-      model: gpt-3.5-turbo
-      max_tokens: 4096
-
-processors:
-  - eslint:
-      type: eslint
-      command: "npm run lint -- --fix"
-  - custom:
-      type: cli
-
diff --git a/tests/test-rest-backend/package-lock.json b/tests/test-rest-backend/package-lock.json
deleted file mode 100644
index 366fead..0000000
--- a/tests/test-rest-backend/package-lock.json
+++ /dev/null
@@ -1,6467 +0,0 @@
-{
-  "name": "test-nodejs-project",
-  "version": "1.0.0",
-  "lockfileVersion": 2,
-  "requires": true,
-  "packages": {
-    "": {
-      "name": "test-nodejs-project",
-      "version": "1.0.0",
-      "license": "ISC",
-      "dependencies": {
-        "cors": "^2.8.5",
-        "dotenv": "^16.3.1",
-        "express": "^4.18.2"
-      },
-      "devDependencies": {
-        "@types/cors": "^2.8.13",
-        "@types/express": "^4.17.17",
-        "@typescript-eslint/eslint-plugin": "^5.62.0",
-        "eslint": "^8.47.0",
-        "eslint-config-standard-with-typescript": "^37.0.0",
-        "eslint-plugin-import": "^2.28.0",
-        "eslint-plugin-n": "^16.0.1",
-        "eslint-plugin-promise": "^6.1.1",
-        "ts-node": "^10.9.1",
-        "typescript": "^5.1.6"
-      }
-    },
-    "node_modules/@aashutoshrathi/word-wrap": {
-      "version": "1.2.6",
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-        "is-number-object": "^1.0.4",
-        "is-string": "^1.0.5",
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diff --git a/tests/test-rest-backend/package.json b/tests/test-rest-backend/package.json
deleted file mode 100644
index f92cca7..0000000
--- a/tests/test-rest-backend/package.json
+++ /dev/null
@@ -1,32 +0,0 @@
-{
-  "name": "test-nodejs-project",
-  "version": "1.0.0",
-  "description": "",
-  "main": "index.js",
-  "scripts": {
-    "lint": "eslint src/**/*.ts",
-    "fix": "eslint src/**/*.ts --fix",
-    "build": "tsc",
-    "start": "npm run build && node ./dist/index.js",
-    "test": "echo \"Error: no test specified\" && exit 1"
-  },
-  "author": "",
-  "license": "ISC",
-  "dependencies": {
-    "cors": "^2.8.5",
-    "dotenv": "^16.3.1",
-    "express": "^4.18.2"
-  },
-  "devDependencies": {
-    "@types/cors": "^2.8.13",
-    "@types/express": "^4.17.17",
-    "@typescript-eslint/eslint-plugin": "^5.62.0",
-    "eslint": "^8.47.0",
-    "eslint-config-standard-with-typescript": "^37.0.0",
-    "eslint-plugin-import": "^2.28.0",
-    "eslint-plugin-n": "^16.0.1",
-    "eslint-plugin-promise": "^6.1.1",
-    "ts-node": "^10.9.1",
-    "typescript": "^5.1.6"
-  }
-}
diff --git a/tests/test-rest-backend/src/db.json b/tests/test-rest-backend/src/db.json
deleted file mode 100644
index 113f97e..0000000
--- a/tests/test-rest-backend/src/db.json
+++ /dev/null
@@ -1,3 +0,0 @@
-{
-  "c3150b218044a04aa8b7e0fef9a9d4b7": "def assert_cpp_files_similar(cpp_file1: str, cpp_file2: str):\n    \"\"\"\n     Checks if 2 cpp files are similar (still might have different formatting)\n     Uses LibClang parser\n    :param cpp_file1:\n    :param cpp_file2:\n    :return:\n    \"\"\"\n    print(cpp_file1)\n    index = Index.create()\n    ast1: TranslationUnit = index.parse(cpp_file1)\n    ast2: TranslationUnit = index.parse(cpp_file2)\n    assert ast1 is not None\n    assert ast2 is not None\n    tokens1 = ast1.cursor.get_tokens()\n    tokens2 = ast2.cursor.get_tokens()\n    token1: Token = next(tokens1, None)\n    token2: Token = next(tokens2, None)\n\n    while token1 is not None and token2 is not None:\n        # both lists of tokens and pairwise similar\n        assert token1.kind == token2.kind\n        assert token1.spelling == token2.spelling\n\n        try:\n            token1 = next(tokens1)\n            token2 = next(tokens2)\n        except StopIteration: # line 39\n            break"
-}
\ No newline at end of file
diff --git a/tests/test-rest-backend/src/generate.ts b/tests/test-rest-backend/src/generate.ts
deleted file mode 100644
index 2459a06..0000000
--- a/tests/test-rest-backend/src/generate.ts
+++ /dev/null
@@ -1,24 +0,0 @@
-interface dbRecords {
-  [key: string]: string;
-}
-import db from './db.json';
-import crypto from 'crypto';
-
-
-const records = db as dbRecords;
-
-export default async function generate(prompt: string) {
-  return new Promise<string>((resolve, reject) => {
-    // console.log(prompt);
-    const md5sum = crypto.createHash('md5');
-    const hash = md5sum.update(prompt).digest('hex');
-    const result = records[hash];
-    console.log(hash);
-
-    if (result) {
-      resolve(result);
-    } else {
-      reject(new Error('No result found'));
-    }
-  });
-}
\ No newline at end of file
diff --git a/tests/test-rest-backend/src/index.ts b/tests/test-rest-backend/src/index.ts
deleted file mode 100644
index b78429e..0000000
--- a/tests/test-rest-backend/src/index.ts
+++ /dev/null
@@ -1,42 +0,0 @@
-import dotenv from "dotenv";
-import cors from "cors";
-import express, { Request, Response } from "express";
-import generate from "./generate";
-
-dotenv.config();
-
-const app = express();
-const port = process.env.PORT ?? 8000;
-app.use(cors());
-app.use(express.json());
-app.use(express.text());
-app.use(express.urlencoded({ extended: true }));
-
-app.post("/generate", async (req: Request, res: Response) => {
-  try {
-    const { message } = req.body;
-    if (!message) {
-      res
-        .status(500)
-        .send({
-          error:
-            'Message is required. Example JSON payload: {"message": "my request"}',
-        });
-      return;
-    }
-
-    const answer = await generate(message);
-
-    // "$RESPONSE.answer.0.value"
-    // res.send(answer);
-    res.send({ answer: [{value: answer}] });
-
-  } catch (error) {
-    // console.log(error);
-    res.status(500).send({ error });
-  }
-});
-
-app.listen(port, () => {
-  console.log(`[server]: Server is running at http://localhost:${port}`);
-});
diff --git a/tests/test-rest-backend/tsconfig.json b/tests/test-rest-backend/tsconfig.json
deleted file mode 100644
index 10d5276..0000000
--- a/tests/test-rest-backend/tsconfig.json
+++ /dev/null
@@ -1,16 +0,0 @@
-{
-  "compilerOptions": {
-    "target": "es2021",
-    "module": "commonjs",
-    "outDir": "./dist",
-    "rootDirs": ["./src"],
-    "strict": true,
-    "moduleResolution": "node",
-    "esModuleInterop": true,
-    "resolveJsonModule": true,
-  },
-  "include": [
-    "src/**/*"
-  ],
-  "exclude": ["./node_modules"]
-}