diff --git a/transforms/code/code_profiler/README.md b/transforms/code/code_profiler/README.md index 691f6ff4b..84153493e 100644 --- a/transforms/code/code_profiler/README.md +++ b/transforms/code/code_profiler/README.md @@ -61,3 +61,13 @@ The high-level system design is as follows: For each new target language, the offline phase is utilized to create deterministic rules by harnessing the capabilities of LLMs and working with exemplar code samples from the target language. In this process, Workflow W1 facilitates the creation of rules around syntactic structures based on exemplar code samples, while Workflow W2 is used to establish semantic dimensions for profiling. Subsequently, we derive rules that connect syntactic constructs to the predefined semantic concepts. These rules are then stored in a rule database, ready to be employed during the online phase. In the online phase, the system dynamically generates profiling outputs for any incoming code snippets. This is achieved by extracting concepts from the snippets using the rules in the database and storing these extractions in a tabular format. The structured tabular format allows for generating additional concept columns, which are then utilized to create comprehensive profiling reports. + +The following runtimes are available: +* [python](python/README.md) - provides the base python-based transformation +implementation and python runtime. +* [ray](ray/README.md) - enables the running of the base python transformation +in a Ray runtime + +Please refer to the playbook at `transforms/code/code_profiler/notebook_example/code-profiler.ipynb` to run the pythonic code profiler + + diff --git a/transforms/code/code_profiler/input/data_profiler_params.json b/transforms/code/code_profiler/input/data_profiler_params.json index 984bec892..6608d8619 100644 --- a/transforms/code/code_profiler/input/data_profiler_params.json +++ b/transforms/code/code_profiler/input/data_profiler_params.json @@ -1,5 +1,6 @@ { "input": "multi-package.parquet", - "contents": "Contents", - "language": "Language" + "dynamic_schema_mapping": "True", + "contents": "contents", + "language": "language" } diff --git a/transforms/code/code_profiler/input/multi-package.parquet b/transforms/code/code_profiler/input/multi-package.parquet index fc96e51fa..6fadd3c04 100644 Binary files a/transforms/code/code_profiler/input/multi-package.parquet and b/transforms/code/code_profiler/input/multi-package.parquet differ diff --git a/transforms/code/code_profiler/notebook_example/code-profiler.ipynb b/transforms/code/code_profiler/notebook_example/code-profiler.ipynb index 97dbdadf2..8bf992e61 100644 --- a/transforms/code/code_profiler/notebook_example/code-profiler.ipynb +++ b/transforms/code/code_profiler/notebook_example/code-profiler.ipynb @@ -2,8 +2,8 @@ "cells": [ { "attachments": { - "3f8bf6ed-dc36-4fa1-be53-02b8e716272c.png": { - "image/png": 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wJTIwJTIwJTIwJTIwJTIwJTNDbXhQb2ludCUyMHglM0QlMjI5MCUyMiUyMHklM0QlMjIz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\nB4MiPdvS7KGtr7a8vHwjFD3yw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Xy33ZdcEBOnzWeQi6h97v+m7Vyk9YdkCScHuANGzI7t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yMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUzQ214R2VvbWV0cnklMjB4JTNEJTIy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\nQNIEn58PGTLEbLrppvZycALCg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} }, "cell_type": "markdown", @@ -12,76 +12,69 @@ "source": [ "# Code Data Profiling with Data Prep Kit\n", "\n", - "This notebook guides users to profile code data across 21 programming languages to extract syntactic and semantic concepts.\n", + "This notebook provides a comprehensive guide for profiling code data across 21 programming languages, focusing on extracting both syntactic and semantic concepts from the input dataset. This notebook guides you through running `code_profiler` transformation using the data-prep-kit.\n", "\n", - "We run the following three transforms supported in the DPK (Data Prep Kit) serially for various concept extractions:\n", + "Pure python (run locally): this notebook\n", + " - **Input:** Parquet file with columns `language` (Programming language of the code snippet) and `contents` (code snippet). If you have raw source code in a directory you can convert it into a parquet using the `transforms/code/code2parquet` transform \n", + " - **Output:** Annotated parquet file with higher-order syntactic concepts and a graphical report of the distribution of Library, Language, Semantic Functional Category, and CCR (Code Complexity Rate) based on the input dataset.\n", + " \n", + "![short-workflow.drawio.png](attachment:a6d2929d-7cdd-42ea-ae09-edfaf87698c0.png)\n", "\n", - "1. **syntactic_concept_extractor**\n", - " - **Input:** Parquet file with columns `Language` (Programming language of the code snippet) and `Content` (code snippet)\n", - " - **Output:** Parquet file with an additional column containing UAST (Universal Abstract Syntax Tree) fields\n", + "## Step 0: Setting up Python Dev Environment\n", + "Please follow instructions from [Getting started](https://github.com/IBM/data-prep-kit/blob/4171dfa00cf7bfe166fd30072ad8ec4c8cde6967/README.md#gettingstarted) section to setup your python development environment\n", "\n", - "2. **semantic_profiler**\n", - " - **Input:** Output parquet file from the `syntactic_concept_extractor` transform\n", - " - **Output:** Annotated parquet file with semantic concepts\n", + "## Step 1: Input the dataset information to the `code profiler`\n", "\n", - "3. **higher_order_syntactic_profiler**\n", - " - **Input:** Output parquet file from the `semantic_profiler` transform\n", - " - **Output:** Annotated parquet file with higher-order syntactic concepts and a graphical report of the distribution of Library, Language, Semantic Functional Category, and CCR (Code Complexity Rate) in the input dataset.\n", - "\n", - "\n", - "\n", - "\n", - "![workflow.drawio.png](attachment:3f8bf6ed-dc36-4fa1-be53-02b8e716272c.png)\n", - "\n", - "## Step 1: Feeding the input dataset to the `syntactic_concept_extractor` transform\n", - "\n", - "a. If you have the input parquet file on your local machine, copy it to the `sce_input_dir` folder. DPK also supports downloading input parquet from the COS.\n", - "\n", - "b. Assign the path of the cloned data-prep-kit repo to `user_local_dir`\n" + "a. If you have the input parquet file on your local machine, copy it to the `code_profiler_input_dir` folder. DPK also supports downloading input parquet from the COS." ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "a665322f-d7ef-4157-b05c-fde987725082", "metadata": {}, "outputs": [], "source": [ "# Specify the target directory where your transforms Makefile, input and output are located\n", - "user_local_dir = '/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk'\n", + "user_local_dir = '/root'\n", "\n", "transforms_dir = user_local_dir + '/data-prep-kit/transforms'\n", "\n", "'''\n", - "Copy your input parquet file containing the raw source code to `sce_input_dir`.\n", + "Copy your input parquet file containing the raw source code to `code_profiler_input_dir`.\n", "Assign the parquet filename and specify the column names for the raw code and language in the file\n", "transforms/code/syntactic_concept_extractor/input/data_profiler_params.json.\n", "'''\n", - "sce_input_dir = transforms_dir + '/code/syntactic_concept_extractor/input'\n" + "code_profiler_input_dir = transforms_dir + '/code/code_profiler/input'\n", + "print(code_profiler_input_dir)" + ] + }, + { + "cell_type": "markdown", + "id": "88d0dea6-e41d-41e8-b317-ccf16e81e337", + "metadata": {}, + "source": [ + "## Step 2: `Code profiler` extracts the syntactic and semantic concepts from the input dataset\n", + "\n", + "This cell has some utility functions for executing the transform.\n" ] }, { "cell_type": "code", - "execution_count": 10, - "id": "08ad3138-a87c-4fb3-80fd-8a64cdc27eaf", + "execution_count": null, + "id": "00bf1238-ac10-4b91-be52-99ac49dd9249", "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/f7/736gtk714sg36xlcqnjx16xw0000gn/T/ipykernel_38330/2425424577.py:3: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display\n", - " from IPython.core.display import display, HTML\n" - ] - } - ], + "outputs": [], "source": [ "import os\n", "import subprocess\n", "from IPython.core.display import display, HTML\n", "import shutil\n", + "import pandas as pd\n", + "import json\n", + "from IPython.display import display\n", "\n", "# Following are the utility functions for running the transforms sequencially\n", "\n", @@ -138,54 +131,40 @@ " \n", " # Display the HTML content in the notebook\n", " display(HTML(html_content))\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "b14425b8-67eb-4453-87e8-4f9949a36e61", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The directory '/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/input' exists.\n", - "The directory '/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python' exists.\n", - "The directory '/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/output' exists.\n", - "The directory '/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/semantic_profiler/python/test-data/input' exists.\n", - "The directory '/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/semantic_profiler/python' exists.\n", - "The directory '/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/semantic_profiler/python/output' exists.\n", - "The directory '/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/higher_order_syntactic_profiler/python/test-data/input' exists.\n", - "The directory '/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/higher_order_syntactic_profiler/python' exists.\n", - "The directory '/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/higher_order_syntactic_profiler/python/output' exists.\n", - "Checking directory exists or not\n", - "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/input: Exists\n", - "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python: Exists\n", - "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/output: Exists\n", - "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/semantic_profiler/python/test-data/input: Exists\n", - "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/semantic_profiler/python: Exists\n", - "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/semantic_profiler/python/output: Exists\n", - "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/higher_order_syntactic_profiler/python/test-data/input: Exists\n", - "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/higher_order_syntactic_profiler/python: Exists\n", - "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/higher_order_syntactic_profiler/python/output: Exists\n" - ] - } - ], - "source": [ - "sce_code_dir = transforms_dir + '/code/syntactic_concept_extractor/python'\n", - "sce_output_dir = transforms_dir + '/code/syntactic_concept_extractor/output'\n", - "\n", - "sp_input_dir = transforms_dir + '/code/semantic_profiler/python/test-data/input'\n", - "sp_code_dir = transforms_dir + '/code/semantic_profiler/python'\n", - "sp_output_dir = transforms_dir + '/code/semantic_profiler/python/output'\n", + " \n", + "def display_value_counts_from_json(file_path, metric_index, column_name):\n", + " \"\"\"\n", + " Function to load a JSON file, extract the value counts for a specified metric,\n", + " and display the counts in descending order.\n", + "\n", + " Parameters:\n", + " file_path (str): Path to the JSON file.\n", + " metric_index (int): The index of the 'metrics' list from which to extract 'value_counts'.\n", + " column_name (str): The name of the column to be displayed (e.g., \"Library\", \"Language\", \"Semantic Functional Category\").\n", + " \"\"\"\n", + " # Step 1: Read JSON file\n", + " with open(file_path, 'r') as f:\n", + " data_dict = json.load(f)\n", + " \n", + " # Step 2: Extract the \"value_counts\" field from the JSON structure\n", + " value_counts = data_dict[\"metrics\"][metric_index][\"value_counts\"]\n", + " \n", + " # Step 3: Convert the \"value_counts\" dictionary to a pandas DataFrame\n", + " df = pd.DataFrame(list(value_counts.items()), columns=[column_name, \"Count\"])\n", + " \n", + " # Step 4: Drop rows where any value in the row is NaN\n", + " df_cleaned = df.dropna(how=\"any\") # This drops any row where any column has NaN\n", + " \n", + " # Step 5: Sort the DataFrame by \"Count\" in descending order\n", + " df_cleaned_sorted = df_cleaned.sort_values(by=\"Count\", ascending=False)\n", + " \n", + " # Step 6: Display the cleaned and sorted DataFrame\n", + " display(df_cleaned_sorted)\n", "\n", - "hosp_input_dir = transforms_dir + '/code/higher_order_syntactic_profiler/python/test-data/input'\n", - "hosp_code_dir = transforms_dir + '/code/higher_order_syntactic_profiler/python'\n", - "hosp_output_dir = transforms_dir + '/code/higher_order_syntactic_profiler/python/output'\n", + "code_profiler_code_dir = transforms_dir + '/code/code_profiler/python'\n", + "code_profiler_output_dir = transforms_dir + '/code/code_profiler/output'\n", "\n", - "directories_to_check = [sce_input_dir, sce_code_dir, sce_output_dir, sp_input_dir, sp_code_dir, sp_output_dir, hosp_input_dir, hosp_code_dir, hosp_output_dir]\n", + "directories_to_check = [code_profiler_input_dir, code_profiler_code_dir, code_profiler_output_dir]\n", "check_results = check_directories_exist(directories_to_check)\n", "\n", "print(\"Checking directory exists or not\")\n", @@ -197,769 +176,44 @@ " os.makedirs(directory, exist_ok=True)\n", " print(f\"Directory '{directory}' did not exist, so it was created.\")\n", " else:\n", - " raise FileNotFoundError(f\"The directory '{directory}' does not exist.\")" - ] - }, - { - "cell_type": "markdown", - "id": "87cbe1ea-2afe-4e94-b75c-c6e45f31942b", - "metadata": {}, - "source": [ - "## Step 2: Running the `syntactic_concept_extractor` transform\n", - "\n", - "Creating venv and running the syntactic_concept_extractor on the input parquet\n" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "65ad6896-8ecc-492f-836d-81ae146c0b22", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Changed directory to: /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python\n", - "python -m venv venv\n", - "Requirement already satisfied: pip in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (24.2)\n", - "Requirement already satisfied: wheel in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (0.44.0)\n", - "Requirement already satisfied: pytest in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (8.3.3)\n", - "Requirement already satisfied: pytest-cov in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (5.0.0)\n", - "Requirement already satisfied: iniconfig in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from pytest) (2.0.0)\n", - "Requirement already satisfied: packaging in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from pytest) (24.0)\n", - 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"Installing Python data processing library source to existing venv\n", - "pip uninstall -y data-prep-toolkit \n", - "Found existing installation: data_prep_toolkit 0.2.1.dev0\n", - "Uninstalling data_prep_toolkit-0.2.1.dev0:\n", - " Successfully uninstalled data_prep_toolkit-0.2.1.dev0\n", - "Begin installing source from ../../../../data-processing-lib/python into venv\n", - "Obtaining file:///Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/data-processing-lib/python\n", - " Installing build dependencies: started\n", - " Installing build dependencies: finished with status 'done'\n", - " Checking if build backend supports build_editable: started\n", - " Checking if build backend supports build_editable: finished with status 'done'\n", - " Getting requirements to build editable: started\n", - " Getting requirements to build editable: finished with status 'done'\n", - " Preparing editable metadata (pyproject.toml): started\n", - " Preparing editable metadata (pyproject.toml): finished with status 'done'\n", - 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"Requirement already satisfied: aiolimiter==1.1.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.1.0)\n", - "Requirement already satisfied: altair==5.3.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (5.3.0)\n", - "Requirement already satisfied: annotated-types==0.7.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.7.0)\n", - "Requirement already satisfied: anyio==4.4.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (4.4.0)\n", - "Requirement already satisfied: appnope==0.1.4 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.1.4)\n", - "Requirement already satisfied: asttokens==2.4.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2.4.1)\n", - "Requirement already satisfied: attrs==23.2.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (23.2.0)\n", - "Requirement already satisfied: blinker==1.8.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.8.2)\n", - "Requirement already satisfied: cachetools==5.3.3 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (5.3.3)\n", - "Requirement already satisfied: certifi==2024.6.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2024.6.2)\n", - "Requirement already satisfied: charset-normalizer==3.3.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (3.3.2)\n", - "Requirement already satisfied: click==8.1.7 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (8.1.7)\n", - "Requirement already satisfied: comm==0.2.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.2.2)\n", - "Requirement already satisfied: contourpy==1.2.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.2.1)\n", - "Requirement already satisfied: cycler==0.12.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.12.1)\n", - "Requirement already satisfied: debugpy==1.8.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.8.1)\n", - "Requirement already satisfied: decorator==5.1.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (5.1.1)\n", - "Requirement already satisfied: Deprecated==1.2.14 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.2.14)\n", - "Requirement already satisfied: executing==2.0.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2.0.1)\n", - "Requirement already satisfied: fonttools==4.53.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (4.53.0)\n", - "Requirement already satisfied: gitdb==4.0.11 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (4.0.11)\n", - "Requirement already satisfied: GitPython==3.1.43 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (3.1.43)\n", - "Requirement already satisfied: h11==0.14.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.14.0)\n", - "Requirement already satisfied: htbuilder==0.6.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.6.2)\n", - "Requirement already satisfied: httpcore==1.0.5 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.0.5)\n", - "Requirement already satisfied: httpx==0.27.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.27.0)\n", - "Requirement already satisfied: httpx-sse==0.4.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.4.0)\n", - "Requirement already satisfied: ibm-generative-ai==3.0.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (3.0.0)\n", - "Requirement already satisfied: idna==3.7 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (3.7)\n", - "Requirement already satisfied: ipykernel==6.29.4 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (6.29.4)\n", - "Requirement already satisfied: ipython==8.25.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (8.25.0)\n", - "Requirement already satisfied: jedi==0.19.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.19.1)\n", - "Requirement already satisfied: Jinja2==3.1.4 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (3.1.4)\n", - "Requirement already satisfied: jsonschema==4.22.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (4.22.0)\n", - "Requirement already satisfied: jsonschema-specifications==2023.12.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2023.12.1)\n", - "Requirement already satisfied: jupyter-client==8.6.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (8.6.2)\n", - "Requirement already satisfied: jupyter-core==5.7.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (5.7.2)\n", - "Requirement already satisfied: kiwisolver==1.4.5 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.4.5)\n", - "Requirement already satisfied: markdown-it-py==3.0.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (3.0.0)\n", - "Requirement already satisfied: MarkupSafe==2.1.5 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2.1.5)\n", - "Requirement already satisfied: matplotlib==3.9.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (3.9.0)\n", - "Requirement already satisfied: matplotlib-inline==0.1.7 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.1.7)\n", - "Requirement already satisfied: mdurl==0.1.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.1.2)\n", - "Requirement already satisfied: more-itertools==10.3.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (10.3.0)\n", - "Requirement already satisfied: nest-asyncio==1.6.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.6.0)\n", - "Requirement already satisfied: networkx==3.3 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (3.3)\n", - "Requirement already satisfied: numpy==1.26.4 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.26.4)\n", - "Requirement already satisfied: packaging==24.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (24.0)\n", - "Requirement already satisfied: parso==0.8.4 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.8.4)\n", - "Requirement already satisfied: pexpect==4.9.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (4.9.0)\n", - "Requirement already satisfied: pillow==10.3.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (10.3.0)\n", - "Requirement already satisfied: platformdirs==4.2.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (4.2.2)\n", - "Requirement already satisfied: prompt-toolkit==3.0.45 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (3.0.45)\n", - "Requirement already satisfied: protobuf==5.27.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (5.27.2)\n", - "Requirement already satisfied: psutil==5.9.8 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (5.9.8)\n", - "Requirement already satisfied: ptyprocess==0.7.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.7.0)\n", - "Requirement already satisfied: pure-eval==0.2.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.2.2)\n", - "Requirement already satisfied: pyarrow==16.1.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (16.1.0)\n", - "Requirement already satisfied: pydantic==2.7.4 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2.7.4)\n", - "Requirement already satisfied: pydantic-core==2.18.4 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2.18.4)\n", - "Requirement already satisfied: pydeck==0.9.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.9.1)\n", - "Requirement already satisfied: Pygments==2.18.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2.18.0)\n", - "Requirement already satisfied: pyparsing==3.1.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (3.1.2)\n", - "Requirement already satisfied: python-dateutil==2.9.0.post0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2.9.0.post0)\n", - "Requirement already satisfied: pytz==2024.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2024.1)\n", - "Requirement already satisfied: pyzmq==26.0.3 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (26.0.3)\n", - "Requirement already satisfied: referencing==0.35.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.35.1)\n", - "Requirement already satisfied: regex==2024.5.15 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2024.5.15)\n", - "Requirement already satisfied: requests==2.32.3 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2.32.3)\n", - "Requirement already satisfied: rich==13.7.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (13.7.1)\n", - "Requirement already satisfied: rpds-py==0.18.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.18.1)\n", - "Requirement already satisfied: seaborn==0.13.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.13.2)\n", - "Requirement already satisfied: six==1.16.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.16.0)\n", - "Requirement already satisfied: smmap==5.0.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (5.0.1)\n", - "Requirement already satisfied: sniffio==1.3.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.3.1)\n", - "Requirement already satisfied: st-annotated-text==4.0.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (4.0.1)\n", - "Requirement already satisfied: stack-data==0.6.3 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.6.3)\n", - "Requirement already satisfied: streamlit==1.36.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.36.0)\n", - "Requirement already satisfied: tenacity==8.4.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (8.4.2)\n", - "Requirement already satisfied: toml==0.10.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.10.2)\n", - "Requirement already satisfied: toolz==0.12.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.12.1)\n", - "Requirement already satisfied: tornado==6.4 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (6.4)\n", - "Requirement already satisfied: traitlets==5.14.3 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (5.14.3)\n", - "Requirement already satisfied: tree-sitter==0.21.3 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.21.3)\n", - "Requirement already satisfied: tree-sitter-cpp==0.22.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.22.1)\n", - "Requirement already satisfied: tree-sitter-java==0.21.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.21.0)\n", - "Requirement already satisfied: tree-sitter-languages==1.10.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.10.2)\n", - "Requirement already satisfied: tree-sitter-php==0.22.5 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.22.5)\n", - "Requirement already satisfied: typing-extensions==4.12.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (4.12.2)\n", - "Requirement already satisfied: tzdata==2024.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2024.1)\n", - "Requirement already satisfied: urllib3==2.2.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (2.2.2)\n", - "Requirement already satisfied: wcwidth==0.2.13 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.2.13)\n", - "Requirement already satisfied: wrapt==1.16.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.16.0)\n", - "Requirement already satisfied: exceptiongroup>=1.0.2 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from anyio==4.4.0->dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.2.2)\n", - "Requirement already satisfied: boto3==1.34.69 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from data-prep-toolkit==0.2.1.dev0->dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.34.69)\n", - "Collecting argparse (from data-prep-toolkit==0.2.1.dev0->dpk_syntactic_concept_extractor_transform_python==1.0.0)\n", - " Using cached argparse-1.4.0-py2.py3-none-any.whl.metadata (2.8 kB)\n", - "Requirement already satisfied: mmh3 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from data-prep-toolkit==0.2.1.dev0->dpk_syntactic_concept_extractor_transform_python==1.0.0) (5.0.1)\n", - "Requirement already satisfied: botocore<1.35.0,>=1.34.69 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from boto3==1.34.69->data-prep-toolkit==0.2.1.dev0->dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.34.162)\n", - "Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from boto3==1.34.69->data-prep-toolkit==0.2.1.dev0->dpk_syntactic_concept_extractor_transform_python==1.0.0) (1.0.1)\n", - "Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/venv/lib/python3.10/site-packages (from boto3==1.34.69->data-prep-toolkit==0.2.1.dev0->dpk_syntactic_concept_extractor_transform_python==1.0.0) (0.10.2)\n", - "Using cached data_prep_toolkit-0.2.1.dev0-py3-none-any.whl (63 kB)\n", - "Using cached argparse-1.4.0-py2.py3-none-any.whl (23 kB)\n", - "Building wheels for collected packages: dpk_syntactic_concept_extractor_transform_python\n", - " Building editable for dpk_syntactic_concept_extractor_transform_python (pyproject.toml): started\n", - " Building editable for dpk_syntactic_concept_extractor_transform_python (pyproject.toml): finished with status 'done'\n", - " Created wheel for dpk_syntactic_concept_extractor_transform_python: filename=dpk_syntactic_concept_extractor_transform_python-1.0.0-0.editable-py3-none-any.whl size=3593 sha256=1b97ef2e6322baf585ec4bad11ab47ebc0ee7dd528188c9307a75f4ab9677e8c\n", - " Stored in directory: /private/var/folders/f7/736gtk714sg36xlcqnjx16xw0000gn/T/pip-ephem-wheel-cache-x1bmfoxo/wheels/cc/1c/34/525e105683ea132650bc591b33d86e4175ab86038c64f3242a\n", - "Successfully built dpk_syntactic_concept_extractor_transform_python\n", - "Installing collected packages: argparse, data-prep-toolkit, dpk_syntactic_concept_extractor_transform_python\n", - " Attempting uninstall: data-prep-toolkit\n", - " Found existing installation: data_prep_toolkit 0.2.2.dev0\n", - " Uninstalling data_prep_toolkit-0.2.2.dev0:\n", - " Successfully uninstalled data_prep_toolkit-0.2.2.dev0\n", - " Attempting uninstall: dpk_syntactic_concept_extractor_transform_python\n", - " Found existing installation: dpk_syntactic_concept_extractor_transform_python 1.0.0\n", - " Uninstalling dpk_syntactic_concept_extractor_transform_python-1.0.0:\n", - " Successfully uninstalled dpk_syntactic_concept_extractor_transform_python-1.0.0\n", - "Successfully installed argparse-1.4.0 data-prep-toolkit-0.2.1.dev0 dpk_syntactic_concept_extractor_transform_python-1.0.0\n", - "Process completed successfully.\n", - "Changed directory to: /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python\n", - "/Library/Developer/CommandLineTools/usr/bin/make RUN_FILE=syntactic_concept_extractor_local.py .transforms.run-src-file\n", - "source venv/bin/activate;\t\\\n", - "\tcd src;\t\t\t\t\\\n", - "\tpython syntactic_concept_extractor_local.py \"\"\n", - "Loaded dictionary: {'input': 'multi-package.parquet', 'contents': 'Contents', 'language': 'Language'}\n", - "Syntactic constructs extraction started\n", - "Checking directory: /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python/src\n", - "Checking directory: /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/python\n", - "Checking directory: /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor\n", - "Checking directory: /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code\n", - "Checking directory: /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms\n", - "Checking directory: /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit\n", - "Project root found: /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit\n", - "Bindings path: /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/input/tree-sitter-bindings/mach-arm64\n", - "input table: pyarrow.Table\n", - "Language: string\n", - "Category: string\n", - "Library: string\n", - "Contents: string\n", - "Weight: double\n", - "----\n", - "Language: [[\"C\",\"C\",\"C\",\"C\",\"C\",...,\"TypeScript\",\"TypeScript\",\"TypeScript\",\"TypeScript\",\"TypeScript\"]]\n", - "Category: [[\"Algorithms and Data Structures\",\"Algorithms and Data Structures\",\"Algorithms and Data Structures\",\"Algorithms and Data Structures\",\"Algorithms and Data Structures\",...,\"Testing\",\"Web Development\",\"Web Development\",\"Web Development\",\"Web Development\"]]\n", - "Library: [[\"dotnet-mgcb-compute, Akade.IndexedSet, Akka.DistributedData\",\"dotnet-mgcb-compute\",\"Akade.IndexedSet\",\"dotnet-mgcb-compute, QuantConnect.Algorithm.CSharp\",\"QuantConnect.Algorithm.CSharp\",...,\"babel-jest, ts-jest\",\"vue-template-compiler\",\"antd, vue-template-compiler\",\"@testing-library/user-event, vue-template-compiler\",\"vite, @testing-library/user-event, vue-template-compiler\"]]\n", - "Contents: [[\"#include \"dotnet-mgcb-compute.h\"\n", - "#include \"Akade.IndexedSet.h\"\n", - "#include \"Akka.DistributedData.h\"\n", - "// Function with parameters\n", - "void baz1(int x) {\n", - " /* TODO: Implement this */\n", - "}\n", - "int main() {\n", - " baz1(10);\n", - " return 0;\n", - "}\n", - "\",\"#include \"dotnet-mgcb-compute.h\"\n", - "// Function example\n", - "void foo2() {\n", - " /* TODO: Add your code here */\n", - "}\n", - "int main() {\n", - " foo2();\n", - " return 0;\n", - "}\n", - "\",\"#include \"Akade.IndexedSet.h\"\n", - "// Function with return\n", - "int quux3() {\n", - " return 42;\n", - "}\n", - "int main() {\n", - " int result = quux3();\n", - " return 0;\n", - "}\n", - "\",\"#include \"dotnet-mgcb-compute.h\"\n", - "#include \"QuantConnect.Algorithm.CSharp.h\"\n", - "// Function with parameters\n", - "void baz4(int x) {\n", - " /* TODO: Implement this */\n", - "}\n", - "int main() {\n", - " baz4(10);\n", - " return 0;\n", - "}\n", - "\",\"#include \"QuantConnect.Algorithm.CSharp.h\"\n", - "// Function with return\n", - "int quux5() {\n", - " return 42;\n", - "}\n", - "int main() {\n", - " int result = quux5();\n", - " return 0;\n", - "}\n", - "\",...,\"import { babel-jest } from 'babel-jest';\n", - "import { ts-jest } from 'ts-jest';\n", - "// Function example\n", - "function foo996(): void {\n", - " /* TODO: Add your code here */\n", - "}\n", - "\",\"import { vue-template-compiler } from 'vue-template-compiler';\n", - "// Example of an exported function\n", - "export function exportedFunction997(): void {\n", - " /* TODO: Add your code here */\n", - "}\n", - "\",\"import { antd } from 'antd';\n", - "import { vue-template-compiler } from 'vue-template-compiler';\n", - "// Function with return\n", - "function quux998(): number {\n", - " return 42;\n", - "}\n", - "\",\"import { @testing-library/user-event } from '@testing-library/user-event';\n", - "import { vue-template-compiler } from 'vue-template-compiler';\n", - "// Function with parameters\n", - "function baz999(x: number): void {\n", - " /* TODO: Implement this */\n", - "}\n", - "\",\"import { vite } from 'vite';\n", - "import { @testing-library/user-event } from '@testing-library/user-event';\n", - "import { vue-template-compiler } from 'vue-template-compiler';\n", - "// Example of an exported function\n", - "export function exportedFunction1000(): void {\n", - " /* TODO: Add your code here */\n", - "}\n", - "\"]]\n", - "Weight: [[0.0015624999999999999,0.0005208333333333334,0.0005208333333333334,0.0010416666666666669,0.0005208333333333334,...,0.001388888888888889,0.0005208333333333333,0.0010416666666666667,0.0010416666666666667,0.0015624999999999999]]\n", - "other_val: 0\n", - "tranforming the the input dataframe\n", - "uni-algo\n", - "tries\n", - "uni-algo\n", - "tries\n", - "dynamic_bitset\n", - "algorithm\n", - "tries\n", - "clangd\n", - "clang-tidy\n", - "cquery\n", - "clangd\n", - "cppcheck\n", - "cquery\n", - "cppcheck\n", - "clangd\n", - "cquery\n", - "cppcheck\n", - "clang-tidy\n", - "cppcheck\n", - "clang-tidy\n", - "cquery\n", - "armadillo\n", - "dlib\n", - "oneapi/dal\n", - "blitz\n", - "armadillo\n", - "armadillo\n", - "blitz\n", - "oneapi/dal\n", - "blitz\n", - "oneapi/dal\n", - "boost.serialization\n", - "frozen\n", - "cppcodec\n", - "glaze\n", - "cppcodec\n", - "frozen\n", - "boost.serialization\n", - "cppcodec\n", - "frozen\n", - "boost.serialization\n", - "glaze\n", - "sqlite\n", - "libpqxx\n", - "clickhouse\n", - "sqlite\n", - "leveldb\n", - "clickhouse\n", - "sqlite\n", - "llfio\n", - "tinydir\n", - "llfio\n", - "tinydir\n", - "filesystem\n", - "tinydir\n", - "llfio\n", - "llfio\n", - "filesystem\n", - "tinydir\n", - "wxwidgets\n", - "cegui\n", - "nanogui\n", - "gtk\n", - "cegui\n", - "wxwidgets\n", - "gtk\n", - "cegui\n", - "nanogui\n", - "wxwidgets\n", - "cegui\n", - "wxwidgets\n", - "workflow\n", - "taskflow\n", - "workflow\n", - "libthrift\n", - "taskflow\n", - "infra\n", - "libthrift\n", - "infra\n", - "libthrift\n", - "libthrift\n", - "spdlog\n", - "reckless\n", - "spdlog\n", - "boost.log\n", - "spdlog\n", - "glog\n", - "boost.log\n", - "glog\n", - "spdlog\n", - "reckless\n", - "linalg\n", - "blaze\n", - "cnl\n", - "cnl\n", - "eigen\n", - "eigen\n", - "blaze\n", - "eigen\n", - "cnl\n", - "cnl\n", - "linalg\n", - "eigen\n", - "azmq\n", - "zmq\n", - "azmq\n", - "boost.asio\n", - "cpp-netlib\n", - "boost.asio\n", - "time\n", - "thread-pool\n", - "concurrencpp\n", - "time\n", - "chrono\n", - "concurrencpp\n", - "concurrencpp\n", - "time\n", - "chrono\n", - "thread-pool\n", - "libgcrypt\n", - "digestpp\n", - "libgcrypt\n", - "digestpp\n", - "libressl\n", - "libgcrypt\n", - "digestpp\n", - "libressl\n", - "digestpp\n", - "libgcrypt\n", - "cpputest\n", - "ctest\n", - "cpputest\n", - "ctest\n", - "benchmark\n", - "ctest\n", - "boost.test\n", - "cpputest\n", - "cpputest\n", - "libfv\n", - "jwt-cpp\n", - "jwt-cpp\n", - "libfv\n", - "libonion\n", - "libfv\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "list index out of range\n", - "1\n", - "\n", - "output table has 1000 rows and 6 columns\n", - "output metadata : {'source_documents': 5, 'result_documents': 6}\n", - "Table 0 saved to /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/syntactic_concept_extractor/output/uast_table_part_0.parquet\n", - "Process completed successfully.\n" - ] - }, - { - "data": { - "text/plain": [ - "'/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/semantic_profiler/python/test-data/input/uast_table_part_0.parquet'" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# runnning the syntactic_concept_extractor transform\n", - "run_make_command(sce_code_dir, ['make', 'venv'])\n", - "run_make_command(sce_code_dir, ['make', 'run-local-sample'])\n", + " raise FileNotFoundError(f\"The directory '{directory}' does not exist.\")\n", "\n", - "# Copy the output of the syntactic_concept_extractor transform to the input folder of the semantic_profiler\n", - "output_pq = '/uast_table_part_0.parquet'\n", - "shutil.copy2(sce_output_dir + output_pq, sp_input_dir + output_pq)" - ] - }, - { - "cell_type": "markdown", - "id": "fd4c4cf5-3d20-40a8-bc68-5e0273604321", - "metadata": {}, - "source": [ - "## Step 3: Running the `semantic_profiler` transform\n", - "\n", - "Creating venv and running the semantic_profiler on the input parquet\n" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "b6458fa0-e459-47b9-951b-a209e59c4481", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Changed directory to: /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/semantic_profiler/python\n", - "python -m venv venv\n", - "Requirement already satisfied: pip in ./venv/lib/python3.11/site-packages (24.2)\n", - "Requirement already satisfied: wheel in ./venv/lib/python3.11/site-packages (0.44.0)\n", - "Requirement already satisfied: pytest in ./venv/lib/python3.11/site-packages (8.3.3)\n", - "Requirement already satisfied: pytest-cov in ./venv/lib/python3.11/site-packages (5.0.0)\n", - "Requirement already satisfied: iniconfig in ./venv/lib/python3.11/site-packages (from pytest) (2.0.0)\n", - "Requirement already satisfied: packaging in ./venv/lib/python3.11/site-packages (from pytest) (24.1)\n", - "Requirement already satisfied: pluggy<2,>=1.5 in ./venv/lib/python3.11/site-packages (from pytest) (1.5.0)\n", - "Requirement already satisfied: coverage>=5.2.1 in ./venv/lib/python3.11/site-packages (from coverage[toml]>=5.2.1->pytest-cov) (7.6.1)\n", - "Installing Python data processing library source to existing venv\n", - "pip uninstall -y data-prep-toolkit \n", - "Found existing installation: data_prep_toolkit 0.2.1.dev0\n", - "Uninstalling data_prep_toolkit-0.2.1.dev0:\n", - " Successfully uninstalled data_prep_toolkit-0.2.1.dev0\n", - "Begin installing source from ../../../../data-processing-lib/python into venv\n", - "Obtaining file:///Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/data-processing-lib/python\n", - " Installing build dependencies: started\n", - " Installing build dependencies: finished with status 'done'\n", - " Checking if build backend supports build_editable: started\n", - " Checking if build backend supports build_editable: finished with status 'done'\n", - " Getting requirements to build editable: started\n", - " Getting requirements to build editable: finished with status 'done'\n", - " Preparing editable metadata (pyproject.toml): started\n", - " Preparing editable metadata (pyproject.toml): finished with status 'done'\n", - "Requirement already satisfied: numpy<1.29.0 in ./venv/lib/python3.11/site-packages (from data_prep_toolkit==0.2.2.dev0) (1.26.4)\n", - "Requirement already satisfied: pyarrow==16.1.0 in ./venv/lib/python3.11/site-packages (from data_prep_toolkit==0.2.2.dev0) (16.1.0)\n", - "Requirement already satisfied: boto3==1.34.69 in ./venv/lib/python3.11/site-packages (from data_prep_toolkit==0.2.2.dev0) (1.34.69)\n", - "Collecting argparse (from data_prep_toolkit==0.2.2.dev0)\n", - " Using cached argparse-1.4.0-py2.py3-none-any.whl.metadata (2.8 kB)\n", - "Requirement already satisfied: mmh3 in ./venv/lib/python3.11/site-packages (from data_prep_toolkit==0.2.2.dev0) (5.0.1)\n", - "Requirement already satisfied: botocore<1.35.0,>=1.34.69 in ./venv/lib/python3.11/site-packages (from boto3==1.34.69->data_prep_toolkit==0.2.2.dev0) (1.34.162)\n", - "Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in ./venv/lib/python3.11/site-packages (from boto3==1.34.69->data_prep_toolkit==0.2.2.dev0) (1.0.1)\n", - "Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in ./venv/lib/python3.11/site-packages (from boto3==1.34.69->data_prep_toolkit==0.2.2.dev0) (0.10.2)\n", - "Requirement already satisfied: python-dateutil<3.0.0,>=2.1 in ./venv/lib/python3.11/site-packages (from botocore<1.35.0,>=1.34.69->boto3==1.34.69->data_prep_toolkit==0.2.2.dev0) (2.9.0.post0)\n", - "Requirement already satisfied: urllib3!=2.2.0,<3,>=1.25.4 in ./venv/lib/python3.11/site-packages (from botocore<1.35.0,>=1.34.69->boto3==1.34.69->data_prep_toolkit==0.2.2.dev0) (2.2.3)\n", - "Requirement already satisfied: six>=1.5 in ./venv/lib/python3.11/site-packages (from python-dateutil<3.0.0,>=2.1->botocore<1.35.0,>=1.34.69->boto3==1.34.69->data_prep_toolkit==0.2.2.dev0) (1.16.0)\n", - "Using cached argparse-1.4.0-py2.py3-none-any.whl (23 kB)\n", - "Building wheels for collected packages: data_prep_toolkit\n", - " Building editable for data_prep_toolkit (pyproject.toml): started\n", - " Building editable for data_prep_toolkit (pyproject.toml): finished with status 'done'\n", - " Created wheel for data_prep_toolkit: filename=data_prep_toolkit-0.2.2.dev0-0.editable-py3-none-any.whl size=2269 sha256=92b760ca5c405aba80566e845d0be294c55adfb5a0eee50c3184ac85bb6c2679\n", - " Stored in directory: /private/var/folders/f7/736gtk714sg36xlcqnjx16xw0000gn/T/pip-ephem-wheel-cache-j28ixr7k/wheels/eb/18/bc/2b7f918df1f95453f58d1ccde4ae0ea1bfd48079af6ea338f8\n", - "Successfully built data_prep_toolkit\n", - "Installing collected packages: argparse, data_prep_toolkit\n", - "Successfully installed argparse-1.4.0 data_prep_toolkit-0.2.2.dev0\n", - "Done installing source from ../../../../data-processing-lib/python into venv\n", - "Installed source from Python processing library for /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/semantic_profiler/python/venv/bin/python\n", - "Installing from pyproject.toml\n", - "Obtaining file:///Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/semantic_profiler/python\n", - " Installing build dependencies: started\n", - " Installing build dependencies: finished with status 'done'\n", - " Checking if build backend supports build_editable: started\n", - " Checking if build backend supports build_editable: finished with status 'done'\n", - " Getting requirements to build editable: started\n", - " Getting requirements to build editable: finished with status 'done'\n", - " Preparing editable metadata (pyproject.toml): started\n", - " Preparing editable metadata (pyproject.toml): finished with status 'done'\n", - "Collecting data-prep-toolkit==0.2.1.dev0 (from dpk_sp_transform_python==0.2.1.dev0)\n", - " Using cached data_prep_toolkit-0.2.1.dev0-py3-none-any.whl.metadata (1.9 kB)\n", - "Requirement already satisfied: pyarrow==16.1.0 in ./venv/lib/python3.11/site-packages (from data-prep-toolkit==0.2.1.dev0->dpk_sp_transform_python==0.2.1.dev0) (16.1.0)\n", - "Requirement already satisfied: boto3==1.34.69 in ./venv/lib/python3.11/site-packages (from data-prep-toolkit==0.2.1.dev0->dpk_sp_transform_python==0.2.1.dev0) (1.34.69)\n", - "Collecting argparse (from data-prep-toolkit==0.2.1.dev0->dpk_sp_transform_python==0.2.1.dev0)\n", - " Using cached argparse-1.4.0-py2.py3-none-any.whl.metadata (2.8 kB)\n", - "Requirement already satisfied: mmh3 in ./venv/lib/python3.11/site-packages (from data-prep-toolkit==0.2.1.dev0->dpk_sp_transform_python==0.2.1.dev0) (5.0.1)\n", - "Requirement already satisfied: botocore<1.35.0,>=1.34.69 in ./venv/lib/python3.11/site-packages (from boto3==1.34.69->data-prep-toolkit==0.2.1.dev0->dpk_sp_transform_python==0.2.1.dev0) (1.34.162)\n", - "Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in ./venv/lib/python3.11/site-packages (from boto3==1.34.69->data-prep-toolkit==0.2.1.dev0->dpk_sp_transform_python==0.2.1.dev0) (1.0.1)\n", - "Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in ./venv/lib/python3.11/site-packages (from boto3==1.34.69->data-prep-toolkit==0.2.1.dev0->dpk_sp_transform_python==0.2.1.dev0) (0.10.2)\n", - "Requirement already satisfied: numpy>=1.16.6 in ./venv/lib/python3.11/site-packages (from pyarrow==16.1.0->data-prep-toolkit==0.2.1.dev0->dpk_sp_transform_python==0.2.1.dev0) (1.26.4)\n", - "Requirement already satisfied: python-dateutil<3.0.0,>=2.1 in ./venv/lib/python3.11/site-packages (from botocore<1.35.0,>=1.34.69->boto3==1.34.69->data-prep-toolkit==0.2.1.dev0->dpk_sp_transform_python==0.2.1.dev0) (2.9.0.post0)\n", - "Requirement already satisfied: urllib3!=2.2.0,<3,>=1.25.4 in ./venv/lib/python3.11/site-packages (from botocore<1.35.0,>=1.34.69->boto3==1.34.69->data-prep-toolkit==0.2.1.dev0->dpk_sp_transform_python==0.2.1.dev0) (2.2.3)\n", - "Requirement already satisfied: six>=1.5 in ./venv/lib/python3.11/site-packages (from python-dateutil<3.0.0,>=2.1->botocore<1.35.0,>=1.34.69->boto3==1.34.69->data-prep-toolkit==0.2.1.dev0->dpk_sp_transform_python==0.2.1.dev0) (1.16.0)\n", - "Using cached data_prep_toolkit-0.2.1.dev0-py3-none-any.whl (63 kB)\n", - "Using cached argparse-1.4.0-py2.py3-none-any.whl (23 kB)\n", - "Building wheels for collected packages: dpk_sp_transform_python\n", - " Building editable for dpk_sp_transform_python (pyproject.toml): started\n", - " Building editable for dpk_sp_transform_python (pyproject.toml): finished with status 'done'\n", - " Created wheel for dpk_sp_transform_python: filename=dpk_sp_transform_python-0.2.1.dev0-0.editable-py3-none-any.whl size=3029 sha256=11405d812707b287b592e24d57ae63e434baa78579454524c8a5fb8d97b0f7a3\n", - " Stored in directory: /private/var/folders/f7/736gtk714sg36xlcqnjx16xw0000gn/T/pip-ephem-wheel-cache-f7gqtmqk/wheels/2b/2b/a9/43d967436e095f83fb907da3c3f1e509b63e5e34561366fcc5\n", - "Successfully built dpk_sp_transform_python\n", - "Installing collected packages: argparse, data-prep-toolkit, dpk_sp_transform_python\n", - " Attempting uninstall: data-prep-toolkit\n", - " Found existing installation: data_prep_toolkit 0.2.2.dev0\n", - " Uninstalling data_prep_toolkit-0.2.2.dev0:\n", - " Successfully uninstalled data_prep_toolkit-0.2.2.dev0\n", - " Attempting uninstall: dpk_sp_transform_python\n", - " Found existing installation: dpk_sp_transform_python 0.2.1.dev0\n", - " Uninstalling dpk_sp_transform_python-0.2.1.dev0:\n", - " Successfully uninstalled dpk_sp_transform_python-0.2.1.dev0\n", - "Successfully installed argparse-1.4.0 data-prep-toolkit-0.2.1.dev0 dpk_sp_transform_python-0.2.1.dev0\n", - "Process completed successfully.\n", - "Changed directory to: /Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/semantic_profiler/python\n", - "/Library/Developer/CommandLineTools/usr/bin/make RUN_FILE=sp_local_python.py .transforms.run-src-file\n", - "source venv/bin/activate;\t\\\n", - "\tcd src;\t\t\t\t\\\n", - "\tpython sp_local_python.py \"\"\n", - "Process completed successfully.\n" - ] - }, - { - "data": { - "text/plain": [ - "'/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/demo-dpk/data-prep-kit/transforms/code/higher_order_syntactic_profiler/python/test-data/input/uast_table_part_0.parquet'" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# runnning the semantic_profiler transform\n", - "run_make_command(sp_code_dir, ['make', 'venv'])\n", - "run_make_command(sp_code_dir, ['make', 'run-local-python-sample'])\n", + "def clean_directory(directory):\n", + " # Check if the directory exists\n", + " if os.path.exists(directory):\n", + " # Change the current working directory to the target directory\n", + " os.chdir(directory)\n", + " print(f\"Changed directory to: {os.getcwd()}\")\n", + " \n", + " # List files before cleaning\n", + " run_make_command(directory, ['ls', '-la'])\n", + " \n", + " # Attempt to remove all files and directories, including hidden ones\n", + " run_make_command(directory, ['rm', '-rf', '*'])\n", + " \n", + " # List files after cleaning to verify\n", + " run_make_command(directory, ['ls', '-la'])\n", + " \n", + " print(\"Directory cleaned successfully.\")\n", + " else:\n", + " print(f\"Directory does not exist: {directory}\")\n", "\n", - "# Copy the output of the semantic_profiler transform to the input folder of the higher_order_syntactic_profiler\n", - "shutil.copy2(sp_output_dir + output_pq, hosp_input_dir + output_pq)" - ] - }, - { - "cell_type": "markdown", - "id": "11fd956d-0d01-4d86-8d75-fa40a4d46cc3", - "metadata": {}, - "source": [ - "## Step 4: Running the `higher_order_syntactic_profiler` transform\n", - "Creating venv and running the higher_order_syntactic_profiler on the input parquet\n" + "# Clean the output directory\n", + "# clean_directory(code_profiler_output_dir)" ] }, { "cell_type": "code", "execution_count": null, - "id": "9bedf5dd-92d6-4a83-abb5-f8439b80ee02", + "id": "42fb20dc-b56f-43b9-b936-d47ed901d430", "metadata": { "scrolled": true }, "outputs": [], "source": [ - "# runnning the higher_order_syntactic_profiler transform\n", - "run_make_command(hosp_code_dir, ['make', 'venv'])\n", - "run_make_command(hosp_code_dir, ['make', 'run-local-python-sample'])" + "# runnning the syntactic_concept_extractor transform\n", + "run_make_command(code_profiler_code_dir, ['make', 'venv'])\n", + "run_make_command(code_profiler_code_dir, ['make', 'run-local-python-sample'])" ] }, { @@ -967,213 +221,21 @@ "id": "a08dd030-63c7-4bc0-9e0f-184f6af82b2f", "metadata": {}, "source": [ - "## Step 5: Metrics reporting \n", + "## Step 3: Metrics report generated from the output dataframe of the profilers\n", "\n", - "Renders a graphical report showing the distribution of the following metrics in the input dataset.\n", + "##### Goto the folder `transforms/code/code_profiler/python/src` to view the JSON file (output*.json) and it's rendered graphical html report (starting with output*.html) showing the distribution of the following example metrics. \n", "- Library\n", "- Language\n", "- Semantic Functional Category\n", "- CCR (Code Complexity Rate)\n" ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "96166877-6c6d-4959-ba95-84a0716a0c5f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\n", - " \n", - " Profiler Report\n", - " \n", - " \n", - " \n", - "\n", - "\n", - "\n", - "
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Generally, you get the pop-up under the tab security while running the transform. + +![alt text](image.png) + To run the samples, use the following `make` targets * `run-local-sample` - runs src/code_profiler_local.py diff --git a/transforms/code/code_profiler/python/pyproject.toml b/transforms/code/code_profiler/python/pyproject.toml index 334c86fed..8d3645e95 100644 --- a/transforms/code/code_profiler/python/pyproject.toml +++ b/transforms/code/code_profiler/python/pyproject.toml @@ -7,6 +7,7 @@ license = {text = "Apache-2.0"} readme = {file = "README.md", content-type = "text/markdown"} authors = [ { name = "Pankaj Thorat", email = "pankaj.thorat@ibm.com" }, + { name = "Aishwariya Chakraborty", email = "aishwariya.chakraborty1@ibm.com" }, ] dynamic = ["dependencies"] diff --git a/transforms/code/code_profiler/python/requirements.txt b/transforms/code/code_profiler/python/requirements.txt index 27706b467..f719c32f2 100644 --- a/transforms/code/code_profiler/python/requirements.txt +++ b/transforms/code/code_profiler/python/requirements.txt @@ -95,4 +95,5 @@ tzdata==2024.1 urllib3==2.2.2 uuid wcwidth==0.2.13 -wrapt==1.16.0 \ No newline at end of file +wrapt==1.16.0 +plotly==5.15.0 \ No newline at end of file diff --git a/transforms/code/code_profiler/python/src/UAST_parser.py b/transforms/code/code_profiler/python/src/UAST_parser.py index fc5bc9819..ec0441df7 100644 --- a/transforms/code/code_profiler/python/src/UAST_parser.py +++ b/transforms/code/code_profiler/python/src/UAST_parser.py @@ -228,8 +228,9 @@ def _add_user_defined(self, node): return # Traversing through the AST to create nodes recursively. - def _dfs(self, AST_node, parent) : - if (AST_node.type in self.rules) : + def _dfs(self, AST_node, parent): + + if (AST_node.type in self.rules): ast_snippet = AST_node.text.decode("utf8") node_type = self.rules[AST_node.type]["uast_node_type"] exec_string = self.rules[AST_node.type]["extractor"] @@ -269,3 +270,31 @@ def _extract(self, ast_snippet, node_type, exec_string): return self.grammar[node_type]["keyword"] + " " + self.extracted except Exception as e: print(e) + +def uast_read(jsonstring): + """ + Reads an input json string into UAST class object + """ + uast = UAST() + if jsonstring is not None and jsonstring != 'null': + uast.load_from_json_string(jsonstring) + return uast + return None + +def extract_ccr(uast): + """ + Calculates the code to comment ratio given an UAST object as input + """ + if uast is not None: + total_comment_loc = 0 + for node_idx in uast.nodes: + node = uast.get_node(node_idx) + if node.node_type == 'uast_comment': + total_comment_loc += node.metadata.get("loc_original_code", 0) + elif node.node_type == 'uast_root': + loc_snippet = node.metadata.get("loc_snippet", 0) + if total_comment_loc > 0: + return loc_snippet / total_comment_loc + else: + return None + return None diff --git a/transforms/code/code_profiler/python/src/code_profiler_local_python.py b/transforms/code/code_profiler/python/src/code_profiler_local_python.py index e929bc2b3..3da183863 100644 --- a/transforms/code/code_profiler/python/src/code_profiler_local_python.py +++ b/transforms/code/code_profiler/python/src/code_profiler_local_python.py @@ -24,8 +24,8 @@ local_conf = { "input_folder": input_folder, "output_folder": output_folder, - "contents": "Contents", - "language": "Language" + "contents": "contents", + "language": "language" } params = { # Data access. Only required parameters are specified diff --git a/transforms/code/code_profiler/python/src/code_profiler_transform.py b/transforms/code/code_profiler/python/src/code_profiler_transform.py index 8045f1551..ba0fb2c80 100644 --- a/transforms/code/code_profiler/python/src/code_profiler_transform.py +++ b/transforms/code/code_profiler/python/src/code_profiler_transform.py @@ -25,7 +25,7 @@ from tree_sitter_languages import get_language -from UAST_parser import UASTParser +from UAST_parser import UASTParser, uast_read import json from data_processing.transform import AbstractBinaryTransform, TransformConfiguration @@ -33,13 +33,15 @@ CLIArgumentProvider, get_logger, ) +from semantic_concepts import * +from higher_order_concepts import * +from profiler_report import * + short_name = "CodeProfiler" cli_prefix = f"{short_name}_" -language_key = "language" -contents_key = "contents" -language_cli_param = f"{cli_prefix}{language_key}" -contents_cli_param = f"{cli_prefix}{contents_key}" +language = "language" +contents = "contents" class CodeProfilerTransform(AbstractTableTransform): """ @@ -53,8 +55,11 @@ def __init__(self, config: dict[str, Any]): super().__init__(config) - self.contents = self.config.get("contents") - self.language = self.config.get("language") + self.contents = self.config.get("contents", "contents") + self.language = self.config.get("language", "language") + + if not isinstance(self.contents, str): + raise ValueError(f"'contents' should be a string, got {type(self.contents).__name__}") def ensure_tree_sitter_bindings(): # Get the directory where the script is located @@ -82,105 +87,246 @@ def ensure_tree_sitter_bindings(): if not os.path.exists(bindings_path): raise FileNotFoundError(f"Bindings path does not exist: {bindings_path}") - C_LANGUAGE = get_language('c') - CPP_LANGUAGE = get_language("cpp") - CSHARP_LANGUAGE = Language(os.path.join(bindings_path, 'c_sharp-bindings.so'), 'c_sharp') - D_LANGUAGE = Language(os.path.join(bindings_path, 'd-bindings.so'), 'd') - DART_LANGUAGE = Language(os.path.join(bindings_path, 'dart-bindings.so'), 'dart') - GOLANG_LANGUAGE = Language(os.path.join(bindings_path, 'go-bindings.so'), 'go') - JAVA_LANGUAGE = get_language("java") - JAVASCRIPT_LANGUAGE = Language(os.path.join(bindings_path, 'js-bindings.so'), 'javascript') - NIM_LANGUAGE = Language(os.path.join(bindings_path, 'nim-bindings.so'), 'nim') - #OBJECTIVE_C_LANGUAGE = Language(os.path.join(bindings_path, 'objc-bindings.so'), 'objc') - OCAML_LANGUAGE = get_language("ocaml") - PERL_LANGUAGE = get_language("perl") - PY_LANGUAGE = get_language("python") - RUST_LANGUAGE = get_language("rust") - SCALA_LANGUAGE = Language(os.path.join(bindings_path, 'scala-bindings.so'), 'scala') - TYPESCRIPT_LANGUAGE = get_language("typescript") + try: + AGDA_LANGUAGE = Language(os.path.join(bindings_path, 'agda-bindings.so'), 'agda') + C_LANGUAGE = get_language('c') + CPP_LANGUAGE = get_language("cpp") + CSHARP_LANGUAGE = Language(os.path.join(bindings_path, 'c_sharp-bindings.so'), 'c_sharp') + D_LANGUAGE = Language(os.path.join(bindings_path, 'd-bindings.so'), 'd') + DART_LANGUAGE = Language(os.path.join(bindings_path, 'dart-bindings.so'), 'dart') + ELM_LANGUAGE = Language(os.path.join(bindings_path, 'elm-bindings.so'), 'elm') + GOLANG_LANGUAGE = Language(os.path.join(bindings_path, 'go-bindings.so'), 'go') + HASKELL_LANGUAGE = Language(os.path.join(bindings_path, 'haskell-bindings.so'), 'haskell') + JAVA_LANGUAGE = get_language("java") + JAVASCRIPT_LANGUAGE = Language(os.path.join(bindings_path, 'js-bindings.so'), 'javascript') + KOTLIN_LANGUAGE = Language(os.path.join(bindings_path, 'kotlin-bindings.so'), 'kotlin') + NIM_LANGUAGE = Language(os.path.join(bindings_path, 'nim-bindings.so'), 'nim') + #OBJECTIVE_C_LANGUAGE = Language(os.path.join(bindings_path, 'objc-bindings.so'), 'objc') + OCAML_LANGUAGE = get_language("ocaml") + PERL_LANGUAGE = get_language("perl") + PY_LANGUAGE = get_language("python") + QMLJS_LANGUAGE = Language(os.path.join(bindings_path, 'qmljs-bindings.so'), 'qmljs') + RUST_LANGUAGE = get_language("rust") + SCALA_LANGUAGE = Language(os.path.join(bindings_path, 'scala-bindings.so'), 'scala') + TYPESCRIPT_LANGUAGE = get_language("typescript") + except Exception as e: + self.clean_bindings() + raise Exception("Bindings are not loaded", e) + + self.clean_bindings() # Language map for supported languages self.language_map = { + "Agda": AGDA_LANGUAGE, "C": C_LANGUAGE, "C#": CSHARP_LANGUAGE, "Cpp": CPP_LANGUAGE, "D": D_LANGUAGE, "Dart": DART_LANGUAGE, + "Elm" : ELM_LANGUAGE, "Go": GOLANG_LANGUAGE, + "Haskell": HASKELL_LANGUAGE, "Java": JAVA_LANGUAGE, "JavaScript": JAVASCRIPT_LANGUAGE, + "Kotlin": KOTLIN_LANGUAGE, "Nim": NIM_LANGUAGE, "Ocaml": OCAML_LANGUAGE, #"Objective-C": OBJECTIVE_C_LANGUAGE, "Perl": PERL_LANGUAGE, - "Python": PY_LANGUAGE, + "Python": PY_LANGUAGE, + "Qmljs": QMLJS_LANGUAGE, "Rust": RUST_LANGUAGE, "Scala": SCALA_LANGUAGE, "TypeScript": TYPESCRIPT_LANGUAGE } self.uast_language_map = { + "Agda": AGDA_LANGUAGE, "C": 'c', "C#": 'c_sharp', "C++": 'cpp', "Cpp": 'cpp', "D": 'd', "Dart": 'dart', + "Elm" : 'elm', "Go": 'go', + "Haskell": 'haskell', "Java": 'java', "JavaScript": 'js', + "Kotlin": 'kotlin', "Nim": 'nim', "Ocaml": 'ocaml', #"Objective-C": 'objc', "Perl": 'perl', "Python": 'py', + "Qmljs": 'qmljs', "Rust": 'rust', "Scala": 'scala', "TypeScript": 'typescript' } self.logger = get_logger(__name__) + self.ruleset_file = os.path.dirname(os.path.abspath(__file__)) + + # Semantic profiling related inits + self.ikb_file = config.get("ikb_file", "semantic-ruleset/ikb_model.csv") + self.null_libs_file = config.get("null_libs_file", "semantic-ruleset/null_libs.csv") + + src_file_dir = os.path.abspath(os.path.dirname(__file__)) + # Check if the file exists; if not, update the default path + if not os.path.exists(self.ikb_file): + print(f"File not found at {self.ikb_file}. Updating to '../semantic-ruleset/ikb_model.csv'") + self.ikb_file = os.path.join(src_file_dir, "semantic-ruleset/ikb_model.csv") + # Raise an error if the file still doesn't exist + if not os.path.exists(self.ikb_file): + raise FileNotFoundError(f"File not found: {self.ikb_file}") + + # Check if the file exists; if not, update the default path + if not os.path.exists(self.null_libs_file): + print(f"File not found at {self.null_libs_file}. Updating to '../semantic-ruleset/null_libs.csv'") + self.null_libs_file = os.path.join(src_file_dir, "semantic-ruleset/null_libs.csv") + # Raise an error if the file still doesn't exist + if not os.path.exists(self.null_libs_file): + raise FileNotFoundError(f"File not found: {self.null_libs_file}") + + # Higher order semantic features + self.metrics_list = config.get("metrics_list", ["CCR", "code_snippet_len", "avg_fn_len_in_snippet"]) def transform(self, table: pa.Table, file_name: str = None) -> tuple[list[pa.Table], dict[str, Any]]: """ Extracts the syntactic constructs """ - print("tranforming the the input dataframe") + print("Transforming the the input dataframe") ts_parser = TSParser() uast_parser = UASTParser() def get_uast_json(code, lang): - if lang in self.language_map: - ts_parser.set_language(self.language_map[lang]) - uast_parser.set_language(self.uast_language_map[lang]) - ast = ts_parser.parse(bytes(code, encoding= "utf8")) + # Create case-insensitive mappings + language_map_lower = {key.lower(): value for key, value in self.language_map.items()} + uast_language_map_lower = {key.lower(): value for key, value in self.uast_language_map.items()} + + # Check for the lowercase version of `lang` + lang_lower = lang.lower() + if lang_lower in language_map_lower: + ts_parser.set_language(language_map_lower[lang_lower]) + uast_parser.set_language(uast_language_map_lower[lang_lower]) + ast = ts_parser.parse(bytes(code, encoding="utf8")) uast = uast_parser.parse(ast, code) return uast.get_json() return None - def get_uast_parquet(): + def extract_packages_from_uast(uast_json): + """Extract package names from the UAST JSON where node_type is 'uast_package'.""" + package_list = [] + + try: + uast_data = json.loads(uast_json) + if uast_data is not None: + nodes = uast_data.get("nodes", {}) + else: + nodes = {} + print("Warning: uast_data is None. Check the data source or initialization process.") + return + # Iterate through nodes to find nodes with type 'uast_package' + for node_id, node_data in nodes.items(): + if node_data.get("node_type") == "uast_package": + # Extract the package name from the 'code_snippet' (after 'uast_package ') + package_name = node_data["code_snippet"].split(" ")[1] + package_list.append(package_name) + + except json.JSONDecodeError as e: + print(f"Failed to parse UAST JSON: {e}") + + return ",".join(package_list) # Return as a comma-separated string + + def get_uast_parquet(tmp_table): # df = pd.read_parquet(f'{db_path}/{filename}', 'pyarrow') # df = df.reindex(columns=all_columns) # Extract language and content arrays from the table using PyArrow - lang_array = table.column(self.language) - content_array = table.column(self.contents) + print(self.language) + lang_array = tmp_table.column(self.language) + content_array = tmp_table.column(self.contents) # Ensure both arrays have the same length assert len(lang_array) == len(content_array) + # Generate UASTs using a list comprehension uasts = [json.dumps(get_uast_json(content_array[i].as_py(), lang_array[i].as_py())) for i in range(len(content_array))] + # Extract package lists from the UAST column + package_lists = [extract_packages_from_uast(uast) for uast in uasts] + # Add the UAST array as a new column in the PyArrow table uast_column = pa.array(uasts) - table_with_uast = table.append_column('UAST', uast_column) - return table_with_uast + package_list_column = pa.array(package_lists) - table_with_uast = get_uast_parquet() - # report statistics - stats = {"source_documents": table.num_columns, "result_documents": table_with_uast.num_columns} + tmp_table_with_uast = tmp_table.append_column('UAST', uast_column) + # Add the uast_package column + table_with_package_list = tmp_table_with_uast.append_column('UAST_Package_List', package_list_column) + return table_with_package_list + + table_with_uast = get_uast_parquet(table) - # Register cleanup for when the process exits - atexit.register(shutil.rmtree, self.bindings_dir) + ## Semantic profiling + self.logger.debug(f"Semantic profiling of one table with {len(table_with_uast)} rows") + # Load Knowledge Base + print(self.ikb_file) + print(self.null_libs_file) + ikb = knowledge_base(self.ikb_file, self.null_libs_file) + ikb.load_ikb_trie() + + # Extract concept from IKB + libraries = table_with_uast.column('UAST_Package_List').to_pylist() + language = table_with_uast.column('language').to_pylist() + concepts = [concept_extractor(lib, lang, ikb) for lib, lang in zip(libraries, language)] + + # Append concepts column to table and record unknown libraries + new_col = pa.array(concepts) + table_with_uast = table_with_uast.append_column('Concepts', new_col) + ikb.write_null_files() + + # Higher order syntactic profiler + self.logger.debug(f"Transforming one table with {len(table_with_uast)} rows") + + if self.metrics_list is not None: + uasts = [uast_read(uast_json) for uast_json in table_with_uast['UAST'].to_pylist()] + ccrs = [] + code_snippet_len = [] + avg_fn_len_in_snippet = [] + + for uast in uasts: + if "CCR" in self.metrics_list: + ccrs.append(extract_ccr(uast)) + if "code_snippet_len" in self.metrics_list: + code_snippet_len.append(extract_code_snippet_length(uast)) + if "avg_fn_len_in_snippet" in self.metrics_list: + avg_fn_len_in_snippet.append(extract_code_avg_fn_len_in_snippet(uast)) + + if "CCR" in self.metrics_list: + table_with_uast = table_with_uast.append_column("CCR", pa.array(ccrs)) + if "code_snippet_len" in self.metrics_list: + table_with_uast = table_with_uast.append_column("code_snippet_len", pa.array(code_snippet_len)) + if "avg_fn_len_in_snippet" in self.metrics_list: + table_with_uast = table_with_uast.append_column("avg_fn_len_in_snippet", pa.array(avg_fn_len_in_snippet)) + + self.logger.debug(f"Transformed one table with {len(table_with_uast)} rows") + metadata = {"nfiles": 1, "nrows": len(table_with_uast)} + # Report generation + if 'UAST' in table_with_uast.schema.names and 'Concepts' in table_with_uast.schema.names: + generate_report(table_with_uast,self.metrics_list) + + # Add some sample metadata. + self.logger.debug(f"Transformed one table with {len(table_with_uast)} rows") + # report statistics + stats = {"source_documents": table.num_columns, "result_documents": table_with_uast.num_columns} return [table_with_uast], stats + + def clean_bindings(self): + try: + # Use an OS command to remove the folder and its contents + subprocess.run(["rm", "-rf", self.bindings_dir], check=True) + print(f"Successfully deleted: {self.bindings_dir}") + except subprocess.CalledProcessError as e: + print(f"Error deleting {self.bindings_dir}: {e}") class CodeProfilerTransformConfiguration(TransformConfiguration): def __init__(self, transform_class: type[AbstractBinaryTransform] = CodeProfilerTransform): @@ -190,15 +336,15 @@ def __init__(self, transform_class: type[AbstractBinaryTransform] = CodeProfiler ) def add_input_params(self, parser: ArgumentParser) -> None: parser.add_argument( - f"--{language_cli_param}", + f"--{language}", type=str, - default="Language", + default="language", help="Column name that denotes the programming language", ) parser.add_argument( - f"--{contents_cli_param}", + f"--{contents}", type=str, - default="Contents", + default="contents", help="Column name that contains code snippets", ) diff --git a/transforms/code/code_profiler/python/src/higher_order_concepts.py b/transforms/code/code_profiler/python/src/higher_order_concepts.py new file mode 100644 index 000000000..a33da1e19 --- /dev/null +++ b/transforms/code/code_profiler/python/src/higher_order_concepts.py @@ -0,0 +1,62 @@ +# (C) Copyright IBM Corp. 2024. +# Licensed under the Apache License, Version 2.0 (the “License”); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an “AS IS” BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +################################################################################ + +from UAST import * + +def extract_ccr(uast): + """ + Calculates the code to comment ratio given an UAST object as input + """ + if uast is not None: + total_comment_loc = 0 + for node_idx in uast.nodes: + node = uast.get_node(node_idx) + if node.node_type == 'uast_comment': + total_comment_loc += node.metadata.get("loc_original_code", 0) + elif node.node_type == 'uast_root': + loc_snippet = node.metadata.get("loc_snippet", 0) + if loc_snippet > 0: + if total_comment_loc > 0: + return str(round(float(loc_snippet) / float(total_comment_loc), 1)) + else: + return str(0) + else: + return str(-1) + return str(0) + +def extract_code_snippet_length(uast): + if uast is not None: + for node_idx in uast.nodes: + node = uast.get_node(node_idx) + if node.node_type == 'uast_root': + loc_snippet = node.metadata.get("loc_snippet", 0) + if loc_snippet > 0: + return str(loc_snippet) + else: + return str(0) + + +def extract_code_avg_fn_len_in_snippet(uast): + if uast is not None: + total_fn_loc = 0 + fn_node_count = 0 + for node_idx in uast.nodes: + node = uast.get_node(node_idx) + if node.node_type == 'uast_function': + total_fn_loc += node.metadata.get("loc_original_code", 0) + fn_node_count +=1 + + if fn_node_count > 0: + return str(round(float(total_fn_loc) / float(fn_node_count), 1)) + else: + return str(0) + diff --git a/transforms/code/code_profiler/python/src/profiler-report/template.html b/transforms/code/code_profiler/python/src/profiler-report/template.html new file mode 100644 index 000000000..0b94cd2ce --- /dev/null +++ b/transforms/code/code_profiler/python/src/profiler-report/template.html @@ -0,0 +1,107 @@ + + + + + + {{ title }} + + + + + + +
+
+

{{ heading }}

+

{{ description }}

+
+ +
+ +
+

Available Metrics

+ +
+ + +
+
+ {% for metric in metrics %} + + {% endfor %} +
+
+
+
+
+ + + + + diff --git a/transforms/code/code_profiler/python/src/profiler_report.py b/transforms/code/code_profiler/python/src/profiler_report.py new file mode 100644 index 000000000..75dae8320 --- /dev/null +++ b/transforms/code/code_profiler/python/src/profiler_report.py @@ -0,0 +1,192 @@ +# (C) Copyright IBM Corp. 2024. +# Licensed under the Apache License, Version 2.0 (the “License”); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an “AS IS” BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +################################################################################ + +import os +import numpy as np +from collections import Counter +from jinja2 import Environment, FileSystemLoader +import pyarrow as pa +import plotly.graph_objects as go +from plotly.io import to_html + +from pathlib import Path +import json +import socket +from datetime import datetime + +base_constructs = ['UAST_Package_List', 'language', 'Concepts'] + +class Plot: + ''' + Plot class implements the generation of frequency distribution plots of the various components of the profiler report. + Given a pyarrow table and a column name, it generates the corresponding plot. + ''' + def __init__(self, table, column_name): + self.table = table + self.column_name = column_name + self.column_data = self._get_column_data() + + def _get_column_data(self): + column_data = self.table[self.column_name].to_numpy() + split_data = [] + for value in column_data: + if isinstance(value, str) and ',' in value: + split_data.extend(value.split(',')) + else: + split_data.append(value) + return np.array([item.strip() if isinstance(item, str) else item for item in split_data]) + + def generate_distribution_plot(self): + data = self.column_data + fig = go.Figure() + cleaned_data = [item for item in data if item is not None] + fig.add_trace(go.Histogram(x=cleaned_data, nbinsx=len(np.unique(cleaned_data)), opacity=0.7, marker=dict(color='blue', line=dict(width=1, color='black')))) + # fig.add_trace(go.Histogram(x=data, nbinsx=len(np.unique(data)), opacity=0.7, marker=dict(color='blue', line=dict(width=1, color='black')))) + fig.update_layout( + width=500, + height=300, + title=dict( + text=f'Distribution of {self.column_name}', + font=dict(size=14) + ), + xaxis=dict( + title='Value', + title_font=dict(size=12), + tickfont=dict(size=10) + ), + yaxis=dict( + title='Frequency', + title_font=dict(size=12), + tickfont=dict(size=10) + ), + bargap=0.1 + ) + return to_html(fig, full_html=False) + + +class Report: + ''' + Generates the report containing the distribution of various syntactic and semantic components. + ''' + def __init__(self, template_file: str): + path = Path(template_file) + directory = path.parent + file_name = path.name + self.env = Environment(loader=FileSystemLoader(directory)) + self.template = self.env.get_template(file_name) + self.data = {} + self.data['title'] = 'Profiler Report' + self.data['heading'] = 'Syntactic and Semantic Profile' + self.data['description'] = 'This report presents the detailed profiling report of the input dataset.' + + def add_metric(self, metric_id, name, value_counts, graph_html=None): + if 'metrics' not in self.data: + self.data['metrics'] = [] + self.data['metrics'].append({ + 'id': metric_id, + 'name': name, + 'graph_html': graph_html, + 'value_counts': value_counts, + }) + + def render(self): + return self.template.render(self.data) + + def save(self, output_file): + output = self.render() + with open(output_file, 'w') as f: + f.write(output) + print(f"HTML file generated: {output_file}") + + def get_unique_filename(self, base_path): + """ + Checks if a file exists and appends a suffix (_1, _2, etc.) to make the filename unique. + """ + suffix = 1 + new_path = base_path + while new_path.exists(): + new_path = base_path.with_stem(f"{base_path.stem}_{suffix}") + suffix += 1 + return new_path + + def sort_value_counts(self, value_counts): + """ + Sorts a dictionary by its values in descending order. + """ + return dict(sorted(value_counts.items(), key=lambda x: x[1], reverse=True)) + + def recursive_sort_by_value_counts(self, obj): + """ + Recursively sorts value_counts dictionaries inside the metrics list. + """ + if isinstance(obj, list): + # Recurse into each item of the list + return [self.recursive_sort_by_value_counts(item) for item in obj] + elif isinstance(obj, dict): + # Sort 'value_counts' if present + if "value_counts" in obj and isinstance(obj["value_counts"], dict): + obj["value_counts"] = self.sort_value_counts(obj["value_counts"]) + # Recurse into dictionary values + return {k: self.recursive_sort_by_value_counts(v) for k, v in obj.items()} + else: + # Return the object as is if it's not a list or dict + return obj + + def save_as_json(self, output_file): + # Convert output_file to a Path object + output_path = Path(output_file) + + # Check if the file already exists and get a unique filename if needed + unique_output_path = self.get_unique_filename(output_path) + + # Remove non-serializable data, like HTML, if necessary + serializable_data = self.data.copy() + for metric in serializable_data.get('metrics', []): + if 'graph_html' in metric: + del metric['graph_html'] # Remove or replace with raw data if necessary + + sorted_data = self.recursive_sort_by_value_counts(serializable_data) + + # Save the report data as JSON + with open(unique_output_path, 'w') as json_file: + json.dump(sorted_data, json_file, indent=4) + print(f"Report data saved as JSON: {unique_output_path}") + +def generate_report(table: pa.Table, metrics_list): + """ + Generates the profiler report given the table name and the metrics list given as input by the user. + """ + columns = base_constructs + metrics_list + script_dir = Path(__file__).parent.resolve() + + # Generate unique suffix using hostname and timestamp + host_name = socket.gethostname() + timestamp = datetime.now().strftime("%Y%m%d-%H%M%S-%f")[:-3] # Truncate to milliseconds + unique_suffix = f"{host_name}_{timestamp}" + + # Define file names with the unique suffix + template_file = str(script_dir / 'template.html') + output_html = str(script_dir / f'output_{unique_suffix}.html') + output_json = str(script_dir / f'output_{unique_suffix}.json') + + report = Report(template_file) + id = 0 + for column_name in columns: + plot = Plot(table, column_name) + plot_html = plot.generate_distribution_plot() + # Filter column data to exclude empty keys before counting + filtered_column_data = [item for item in plot.column_data if item != ""] + value_counts = dict(Counter(filtered_column_data)) + report.add_metric(id, column_name, value_counts, plot_html) + id+=1 + report.save(output_html) + report.save_as_json(output_json) \ No newline at end of file diff --git a/transforms/code/code_profiler/python/src/ruleset/UAST_rules_java.json b/transforms/code/code_profiler/python/src/ruleset/UAST_rules_java.json index 368722d81..a884be29e 100644 --- a/transforms/code/code_profiler/python/src/ruleset/UAST_rules_java.json +++ b/transforms/code/code_profiler/python/src/ruleset/UAST_rules_java.json @@ -11,10 +11,6 @@ "uast_node_type" : "uast_comment", "extractor" : "self.extracted = code_snippet[2:-2].strip()\n" }, - "class_declaration" : { - "uast_node_type" : "uast_class", - "extractor" : "code_snip = re.sub(' +', ' ', code_snippet)\ntemp = code_snip.split('{', 1)[0].strip().split(' ')\n\nif 'implements' in temp:\n self.extracted = temp[temp.index('implements') - 1].strip()\nelse:\n self.extracted = temp[-1].strip()\n" - }, "method_declaration" : { "uast_node_type" : "uast_function", "extractor" : "self.extracted = code_snippet.split('(', 1)[0].strip().split(' ')[-1].strip()" diff --git a/transforms/code/code_profiler/python/src/semantic-ruleset/ikb_model.csv b/transforms/code/code_profiler/python/src/semantic-ruleset/ikb_model.csv new file mode 100644 index 000000000..51bdf3fad --- /dev/null +++ b/transforms/code/code_profiler/python/src/semantic-ruleset/ikb_model.csv @@ -0,0 +1,1142 @@ +Library,Language,Category +dynamic_bitset,Cpp,Algorithms and Data Structures +tries,Cpp,Algorithms and Data Structures +algorithm,Cpp,Algorithms and Data Structures +uni-algo,Cpp,Algorithms and Data Structures +boost.asio,Cpp,Networking and Messaging +cpp-netlib,Cpp,Networking and Messaging +zmq,Cpp,Networking and Messaging +azmq,Cpp,Networking and Messaging +thread-pool,Cpp,Scheduling and Concurrency +chrono,Cpp,Scheduling and Concurrency +concurrencpp,Cpp,Scheduling and Concurrency +time,Cpp,Scheduling and Concurrency +libressl,Cpp,Security +libgcrypt,Cpp,Security +nettle,Cpp,Security +digestpp,Cpp,Security +libonion,Cpp,Web Development +cpp-httplib,Cpp,Web Development +jwt-cpp,Cpp,Security +libfv,Cpp,Mathematics and Numerics +blaze,Cpp,Mathematics and Numerics +cnl,Cpp,Mathematics and Numerics +eigen,Cpp,Mathematics and Numerics +linalg,Cpp,Mathematics and Numerics +clickhouse,Cpp,Database Management +leveldb,Cpp,Database Management +libpqxx,Cpp,Database Management +sqlite,Cpp,Database Management +filesystem,Cpp,File Handling +llfio,Cpp,File Handling +glob,Cpp,File Handling +tinydir,Cpp,File Handling +spdlog,Cpp,Logging and Monitoring +boost.log,Cpp,Logging and Monitoring +glog,Cpp,Logging and Monitoring +reckless,Cpp,Algorithms and Data Structures +clang-tidy,Cpp,Code Analysis and Linting +clangd,Cpp,Code Analysis and Linting +cquery,Cpp,Code Analysis and Linting +cppcheck,Cpp,Code Analysis and Linting +boost.test,Cpp,Testing +benchmark,Cpp,Testing +cpputest,Cpp,Testing +ctest,Cpp,Testing +dlib,Cpp,Algorithms and Data Structures +blitz,Cpp,Algorithms and Data Structures +armadillo,Cpp,Algorithms and Data Structures +oneapi/dal,Cpp,Database Management +frozen,Cpp,Data Serialization +glaze,Cpp,Data Serialization +cppcodec,Cpp,Data Serialization +boost.serialization,Cpp,Data Serialization +infra,Cpp,Networking and Messaging +workflow,Cpp,Scheduling and Concurrency +taskflow,Cpp,Scheduling and Concurrency +libthrift,Cpp,Networking and Messaging +cegui,Cpp,Graphical User Interface Design +wxwidgets,Cpp,Graphical User Interface Design +gtk,Cpp,Graphical User Interface Design +nanogui,Cpp,Graphical User Interface Design +com.leansoft.bigqueue,Java,Algorithms and Data Structures +com.liveramp.hyperminhash,Java,Algorithms and Data Structures +org.pcollections,Java,Algorithms and Data Structures +org.ojalgo,Java,Algorithms and Data Structures +com.cisco.commons.networking,Java,Networking and Messaging +io.netty,Java,Networking and Messaging +org.apache.kafka,Java,Networking and Messaging +com.rabbitmq,Java,Networking and Messaging +net.time4j,Java,Scheduling and Concurrency +org.jobrunr:jobrunr,Java,Scheduling and Concurrency +org.quartz,Java,Scheduling and Concurrency +org.knowm.sundial,Java,Scheduling and Concurrency +org.apache.shiro,Java,Security +org.bouncycastle,Java,Security +jdk.crypto.cryptoki,Java,Security +jdk.security,Java,Security +java.net.http,Java,Web Development +java.net.*,Java,Web Development +java.net.InetAddress,Java,Web Development +java.net.URI,Java,Web Development +java.net.MalformedURLException,Java,Web Development +java.net.InetSocketAddress,Java,Web Development +java.net.Socket,Java,Web Development +java.net.InetSocketAddress,Java,Web Development +java.net.URISyntaxException,Java,Web Development +java.net.ServerSocket,Java,Web Development +java.net.URLClassLoader,Java,Web Development +java.net.HttpURLConnection,Java,Web Development +jdk.httpserver,Java,Web Development +io.activej.codegen,Java,Code Analysis and Linting +ninja,Java,Code Analysis and Linting +org.apache.commons.math4,Java,Mathematics and Numerics +org.apache.commons.numbers,Java,Mathematics and Numerics +org.apache.commons.rng,Java,Mathematics and Numerics +com.mathLibrary,Java,Mathematics and Numerics +ch.vorburger.mariaDB4j,Java,Database Management +java.sql,Java,Database Management +redis.clients.jedis,Java,Database Management +org.jooq,Java,Database Management +com.google.jimfs,Java,File Handling +java.io,Java,File Handling +java.nio.file,Java,File Handling +org.apache.commons.vfs2,Java,File Handling +java.logging,Java,Logging and Monitoring +jdk.jconsole,Java,IT Automation +java.util.logging,Java,Logging and Monitoring +org.slf4j.Logger,Java,Logging and Monitoring +org.sonar,Java,Code Analysis and Linting +fr.inria.gforge.spoon,Java,Code Analysis and Linting +com.puppycrawl.tools.checkstyle,Java,Code Analysis and Linting +net.sourceforge.pmd,Java,Code Analysis and Linting +org.junit,Java,Testing +com.intuit.karate,Java,Testing +org.mockito,Java,Testing +org.apache.jmeter,Java,Testing +org.influxdb,Java,Data Analysis +org.apache.spark,Java,Data Analysis +org.apache.flink,Java,Data Analysis +weka,Java,Data Analysis +com.cedarsoftware:json-io,Java,Data Serialization +com.google.flatbuffers,Java,Data Serialization +org.msgpack,Java,Data Serialization +com.esotericsoftware.kryo,Java,Data Serialization +jenkins.model.Jenkins,Java,IT Automation +org.apache.maven,Java,IT Automation +org.gradle,Java,IT Automation +com.microsoft.terraform,Java,IT Automation +java.desktop,Java,Graphical User Interface Design +java.awt,Java,Graphical User Interface Design +org.openjfx,Java,Graphical User Interface Design +org.eclipse.swt,Java,Graphical User Interface Design +java.util.List,Java,Algorithms and Data Structures +java.util.ArrayList,Java,Algorithms and Data Structures +java.util.Map,Java,Algorithms and Data Structures +java.util.Set,Java,Algorithms and Data Structures +java.util.Arrays,Java,Algorithms and Data Structures +java.util.HashMap,Java,Algorithms and Data Structures +java.util.Collections,Java,Algorithms and Data Structures +java.util.Iterator,Java,Algorithms and Data Structures +java.util.Collection,Java,Algorithms and Data Structures +java.util.Hashtable,Java,Algorithms and Data Structures +java.util.Vector,Java,Algorithms and Data Structures +java.util.LinkedList,Java,Algorithms and Data Structures +java.util.*,Java,Algorithms and Data Structures +java.io.IOException,Java,Error Handling +java.io.File,Java,File Handling +java.nio.file.Path,Java,File Handling +java.util.Properties,Java,File Handling +java.nio.file.Paths,Java,File Handling +java.nio.file.Files,Java,File Handling +java.nio.file.*,Java,File Handling +java.io.InputStream,Java,File Handling +java.io.PrintWriter,Java,File Handling +java.io.OutputStream,Java,File Handling +java.io.PrintStream,Java,File Handling +java.io.ByteArrayOutputStream,Java,File Handling +java.io.ByteArrayInputStream,Java,File Handling +java.io.FileInputStream,Java,File Handling +java.io.BufferedReader,Java,File Handling +java.io.ObjectInputStream,Java,File Handling +java.io.FileOutputStream,Java,File Handling +java.io.ObjectOutputStream,Java,File Handling +java.io.FileNotFoundException,Java,File Handling +java.io.StringWriter,Java,File Handling +java.io.UnsupportedEncodingException,Java,File Handling +java.io.StringReader,Java,File Handling +java.io.Reader,Java,File Handling +java.io.FileWriter,Java,File Handling +org.testng.annotations.Test,Java,Testing +org.junit.Test,Java,Testing +org.testng.Assert,Java,Testing +org.junit.jupiter.api.Test,Java,Testing +org.junit.BeforeClass,Java,Testing +org.junit.runner.RunWith,Java,Testing +org.junit.AfterClass,Java,Testing +org.junit.Before,Java,Testing +org.junit.After,Java,Testing +org.junit.Assert,Java,Testing +java.util.logging.Level,Java,Logging and Monitoring +java.util.logging.Logger,Java,Logging and Monitoring +java.util.logging.LogRecord,Java,Logging and Monitoring +java.io.Serializable,Java,Data Serialization +java.lang.reflect.Method,Java,Data Serialization +ngraph.graph,JavaScript,Algorithms and Data Structures +buckets,JavaScript,Algorithms and Data Structures +mori,JavaScript,Algorithms and Data Structures +graphlib,JavaScript,Algorithms and Data Structures +socket.io,JavaScript,Networking and Messaging +request,JavaScript,Web Development +amqplib,JavaScript,Networking and Messaging +mqtt,JavaScript,Networking and Messaging +fullcalendar,JavaScript,Graphical User Interface Design +later,JavaScript,Scheduling and Concurrency +date-fns,JavaScript,Mathematics and Numerics +Moment,JavaScript,Mathematics and Numerics +helmet,JavaScript,Security +bcrypt,JavaScript,Security +js-xss,JavaScript,Security +xss-filters,JavaScript,Security +vue,JavaScript,Graphical User Interface Design +react,JavaScript,Graphical User Interface Design +express,JavaScript,Web Development +angular,JavaScript,Graphical User Interface Design +Polynomial,JavaScript,Mathematics and Numerics +Numeral-js,JavaScript,Mathematics and Numerics +accounting,JavaScript,Mathematics and Numerics +odometer,JavaScript,Mathematics and Numerics +datavore,JavaScript,Data Analysis +DB,JavaScript,Database Management +sql,JavaScript,Database Management +NeDB,JavaScript,Database Management +jStorage,JavaScript,Database Management +store,JavaScript,Database Management +cross-storage,JavaScript,File Handling +localForage,JavaScript,File Handling +console.log-wrapper,JavaScript,Logging and Monitoring +storybook,JavaScript,Graphical User Interface Design +minilog,JavaScript,Logging and Monitoring +loglevel,JavaScript,Logging and Monitoring +eslint,JavaScript,Code Analysis and Linting +jshint,JavaScript,Code Analysis and Linting +tslint,JavaScript,Code Analysis and Linting +sonarqube,JavaScript,Code Analysis and Linting +jest,JavaScript,Testing +Cypress,JavaScript,Testing +jasmine,JavaScript,Testing +qunit,JavaScript,Testing +fabric,JavaScript,Web Development +d3,JavaScript,Graphical User Interface Design +three,JavaScript,Graphical User Interface Design +sigma,JavaScript,Graphical User Interface Design +tempo,JavaScript,Graphical User Interface Design +jsfmt,JavaScript,Data Serialization +fecha,JavaScript,Data Serialization +protobufjs,JavaScript,Data Serialization +shelljs,JavaScript,IT Automation +forever,JavaScript,Scheduling and Concurrency +node-cron,JavaScript,Scheduling and Concurrency +jenkins,JavaScript,IT Automation +react,JavaScript,Web Development +vue,JavaScript,Web Development +electron,JavaScript,Web Development +angular,JavaScript,Web Development +stdgpu,C,Algorithms and Data Structures +urdfdom,C,Algorithms and Data Structures +cxxgraph,C,Algorithms and Data Structures +metis,C,Algorithms and Data Structures +nanomsg,C,Networking and Messaging +curl,C,Web Development +librabbitmq,C,Networking and Messaging +mosquitto,C,Networking and Messaging +uv,C,Scheduling and Concurrency +time,C,Scheduling and Concurrency +pth,C,Scheduling and Concurrency +pthread,C,Scheduling and Concurrency +OpenSSL,C,Security +GnuTLS,C,Security +libsodium,C,Security +libgcrypt,C,Security +facil.io,C,File Handling +kcgi,C,Web Development +KLone,C,Web Development +civetweb,C,Web Development +apophenia,C,Data Analysis +cmathl,C,Mathematics and Numerics +GSL,C,Mathematics and Numerics +SLEPc,C,Mathematics and Numerics +DuckDB,C,Database Management +MySQL,C,Database Management +sophia,C,Database Management +SQLite,C,Database Management +stdio,C,File Handling +POSIX,C,IT Automation +HDF5,C,File Handling +fstream,C,File Handling +syslog,C,Logging and Monitoring +spdlog,C,Logging and Monitoring +collectd,C,Data Analysis +nagios-plugins,C,IT Automation +libclang,C,Code Analysis and Linting +Cppcheck,C,Code Analysis and Linting +libclang-tidy,C,Code Analysis and Linting +Infer,C,Code Analysis and Linting +CMocka,C,Testing +MinUnit,C,Testing +Valgrind,C,Testing +Check,C,Testing +gsl-lite,C,Mathematics and Numerics +libcsv,C,Data Analysis +dataframe,C,Data Analysis +iqa,C,Data Analysis +libyaml,C,Data Serialization +libfmt,C,Data Serialization +flatbuffers,C,Data Serialization +msgpack-c,C,Data Serialization +nix_api_util,C,IT Automation +libcircmetrics,C,Logging and Monitoring +etcd-api,C,Networking and Messaging +cetcd,C,Networking and Messaging +microui,C,Graphical User Interface Design +tinyfiledialogs,C,Graphical User Interface Design +luigi ,C,IT Automation +GTK,C,Graphical User Interface Design +Akade.IndexedSet,C#,Algorithms and Data Structures +Akka.DistributedData,C#,Algorithms and Data Structures +dotnet-mgcb-compute,C#,Mathematics and Numerics +QuantConnect.Algorithm.CSharp,C#,Algorithms and Data Structures +Microsoft.AspNetCore.Connections,C#,Networking and Messaging +System.Net.Http.WinHttpHandler,C#,Web Development +Microsoft.AspNetCore.WebUtilities,C#,Web Development +MessagePipe,C#,Networking and Messaging +Microsoft.SemanticKernel.Plugins.MsGraph,C#,Algorithms and Data Structures +System.Threading.Tasks,C#,Scheduling and Concurrency +Hangfire,C#,Scheduling and Concurrency +OrchardCore.PublishLater,C#,Scheduling and Concurrency +CefSharp.WinForm.Net.Core,C#,Graphical User Interface Design +System.DirectoryServices.AccountManagement,C#,IT Automation +System.Security.Permissions,C#,Security +System.Security.AccessControl,C#,Security +@pavelsavara/dotnet-runtime,C#,IT Automation +@abp/ng.oauth,C#,Security +@abp/core,C#,Web Development +@abp/ng.components,C#,Web Development +SharpDX.Mathematics,C#,Mathematics and Numerics +AvaloniaMath,C#,Mathematics and Numerics +WpfMath,C#,Mathematics and Numerics +NCalcSync,C#,Mathematics and Numerics +microsoft.entityframeworkcore.tools,C#,Database Management +Dapper,C#,Database Management +Microsoft.Azure.Management.PostgreSQL,C#,Database Management +Microsoft.Azure.Management.CosmosDB,C#,Database Management +Reloaded.Mod.Loader.IO,C#,File Handling +DICOMcloud,C#,Data Analysis +Aurio,C#,Graphical User Interface Design +SeekableS3Stream,C#,File Handling +Microsoft.Extensions.Logging,C#,Logging and Monitoring +Microsoft.Azure.Management.Profiles.hybrid_2019_03_01.Monitor,C#,IT Automation +Azure.Monitor.OpenTelemetry.AspNetCore,C#,Logging and Monitoring +Microsoft.AspNetCore.Identity,C#,Security +roslyn,C#,Code Analysis and Linting +Microsoft.Toolkit.Uwp.PlatformSpecificAnalyzer,C#,Code Analysis and Linting +Uno.Microsoft.Toolkit.Uwp.PlatformSpecificAnalyzer,C#,Code Analysis and Linting +Microsoft.CST.ApplicationInspector.Common,C#,Code Analysis and Linting +Microsoft.AspNetCore.TestHost,C#,Testing +Microsoft.AspNetCore.Mvc.Testing,C#,Testing +Microsoft.AspNetCore.SignalR.Specification.Tests,C#,Testing +KIF,C#,Algorithms and Data Structures +Microsoft.Data.Analysis,C#,Data Analysis +Azure.Media.VideoAnalyzer.Edge,C#,Data Analysis +Google.Cloud.Trace.V1,C#,Logging and Monitoring +ClosedXML.Report,C#,Data Serialization +System.Formats,C#,Data Serialization +System.IO.Ports,C#,File Handling +System.Text.Json,C#,Data Serialization +App.Metrics.Formatters.Graphite,C#,Logging and Monitoring +Microsoft.Crank.AzureDevOpsWorker,C#,IT Automation +AWSSDK.DevOpsGuru,C#,IT Automation +Microsoft.SourceLink.AzureDevOpsServer.Git,C#,IT Automation +Saritasa.Tools.Messages.TestRuns,C#,Testing +SSRD.IdentityUI,C#,Security +bashforms,C#,Graphical User Interface Design +NSCI,C#,Algorithms and Data Structures +WSCT.GUI,C#,Graphical User Interface Design +lock-free,D,Algorithms and Data Structures +liblfdsd,D,Algorithms and Data Structures +bitranged,D,Algorithms and Data Structures +dstruct,D,Algorithms and Data Structures +vibe-d,D,Web Development +hunt-net,D,Networking and Messaging +nbuff,D,Algorithms and Data Structures +collie,D,Algorithms and Data Structures +photon,D,Algorithms and Data Structures +scheduled,D,Scheduling and Concurrency +meta,D,Code Analysis and Linting +ctini,D,Security +hunt-security,D,Security +hunt-shiro,D,Security +secured,D,Security +csprng,D,Security +pgator-backend,D,Web Development +hunt-cache,D,Data Analysis +formoshlep,D,Data Analysis +web-config,D,Web Development +simple-math,D,Mathematics and Numerics +evalex,D,Mathematics and Numerics +dualnumbers,D,Mathematics and Numerics +tau,D,Mathematics and Numerics +mysql-native,D,Database Management +derelict-pq,D,Database Management +ddbc,D,Database Management +dpq2,D,Database Management +inifiled,D,File Handling +fswatch,D,File Handling +tinyfiledialogs,D,Graphical User Interface Design +thepath,D,File Handling +hunt,D,Testing +gogga,D,Data Analysis +dlog,D,Logging and Monitoring +colorlog,D,Logging and Monitoring +code_checker,D,Code Analysis and Linting +dfmt,D,Data Serialization +dscanner,D,Code Analysis and Linting +dparse,D,Algorithms and Data Structures +silly,D,Algorithms and Data Structures +unit-threaded,D,Testing +fluent-asserts,D,Testing +dests,D,Algorithms and Data Structures +magpie,D,Algorithms and Data Structures +dvec,D,Mathematics and Numerics +d-tree,D,Algorithms and Data Structures +d_dataframes,D,Data Analysis +jsonizer,D,Data Serialization +mir-ion,D,Algorithms and Data Structures +protobuf,D,Data Serialization +siryul,D,Security +iup,D,Graphical User Interface Design +declui,D,Graphical User Interface Design +d_imgui,D,Graphical User Interface Design +dlangui,D,Graphical User Interface Design +libgit2,D,Database Management +yamkeys,D,Security +lua-jit-d,D,IT Automation +led,D,Graphical User Interface Design +array-tool,Rust,Algorithms and Data Structures +petgraph,Rust,Algorithms and Data Structures +heapless,Rust,Algorithms and Data Structures +argon2,Rust,Security +mio,Rust,Networking and Messaging +actix-rt,Rust,Scheduling and Concurrency +socket2,Rust,Networking and Messaging +crossbeam-channel,Rust,Networking and Messaging +cron,Rust,Scheduling and Concurrency +crossbeam-deque,Rust,Algorithms and Data Structures +smolscale,Rust,Data Analysis +job_scheduler,Rust,Scheduling and Concurrency +zeroize,Rust,Security +rocket,Rust,Web Development +rpassword,Rust,Security +trust-dns-resolver,Rust,Networking and Messaging +@farmfe/core,Rust,IT Automation +wasmer-clif-fork-frontend,Rust,Web Development +seed,Rust,Graphical User Interface Design +@farmfe/cli,Rust,IT Automation +num-traits,Rust,Mathematics and Numerics +num,Rust,Mathematics and Numerics +num-bigint,Rust,Mathematics and Numerics +cgmath,Rust,Mathematics and Numerics +rusqlite,Rust,Database Management +redis,Rust,Database Management +diesel,Rust,Database Management +postgres,Rust,Database Management +fs_extra,Rust,File Handling +toml,Rust,Data Serialization +tempfile,Rust,File Handling +zip,Rust,File Handling +log,Rust,Logging and Monitoring +env_logger,Rust,Logging and Monitoring +tracing,Rust,Logging and Monitoring +slog,Rust,Logging and Monitoring +@cubejs-backend/linter,Rust,Code Analysis and Linting +selene-lib,Rust,Data Analysis +ast-grep,Rust,Code Analysis and Linting +cargo-crev,Rust,Code Analysis and Linting +assert_cmd,Rust,Testing +quickcheck,Rust,Testing +proptest,Rust,Testing +wasm-bindgen-test,Rust,Testing +rls-analysis,Rust,Code Analysis and Linting +rstats,Rust,Data Analysis +amadeus-commoncrawl,Rust,Data Analysis +opendp,Rust,Data Analysis +serde,Rust,Data Serialization +serde_json,Rust,Data Serialization +serde_yaml,Rust,Data Serialization +bincode,Rust,Data Serialization +lsio,Rust,File Handling +shuttle-runtime,Rust,IT Automation +rustc_data_structures,Rust,Algorithms and Data Structures +compiler_base_span,Rust,Algorithms and Data Structures +slint,Rust,Algorithms and Data Structures +qinpel-wiz,Rust,Algorithms and Data Structures +arc,Rust,Algorithms and Data Structures +cushy,Rust,Algorithms and Data Structures +tumblr/XExtensionItem,Objective-C,Algorithms and Data Structures +TBQuadTree,Objective-C,Algorithms and Data Structures +POSDataStructures,Objective-C,Algorithms and Data Structures +PESGraph,Objective-C,Algorithms and Data Structures +AFNetworking,Objective-C,Networking and Messaging +CocoaAsyncSocket,Objective-C,Networking and Messaging +Atlas,Objective-C,Graphical User Interface Design +RestKit,Objective-C,Web Development +SZServerTimeManager,Objective-C,Scheduling and Concurrency +CalendarLib,Objective-C,Scheduling and Concurrency +Selene,Objective-C,Security +ZMJGanttChart,Objective-C,Graphical User Interface Design +AWSCognitoIdentityProviderASF,Objective-C,Security +gObfuscator,Objective-C,Security +Lockbox,Objective-C,Security +STPrivilegedTask,Objective-C,IT Automation +vtx,Objective-C,Algorithms and Data Structures +ColendiWebViewSDK,Objective-C,Web Development +@abp/bootstrap-daterangepicker,Objective-C,Web Development +@abp/ng.oauth,Objective-C,Security +vMAT,Objective-C,Mathematics and Numerics +crlibm,Objective-C,Mathematics and Numerics +MCKNumerics,Objective-C,Mathematics and Numerics +ACMatrix,Objective-C,Mathematics and Numerics +DKDBManager,Objective-C,Database Management +FlexileDatabase,Objective-C,Database Management +KKDSqlite,Objective-C,Database Management +SNDBManager,Objective-C,Database Management +APSmartStorage,Objective-C,File Handling +zipzap,Objective-C,File Handling +AliyunOSSiOS,Objective-C,File Handling +YTKKeyValueStore,Objective-C,Data Serialization +github.com/github.com/CocoaLumberjack/CocoaLumberjack,Objective-C,Logging and Monitoring +VENVersionTracker,Objective-C,IT Automation +NSLogger,Objective-C,Logging and Monitoring +NetworkEye,Objective-C,Networking and Messaging +nq-test-react-native-maps,Objective-C,Graphical User Interface Design +KIF,Objective-C,Testing +facebookarchive/xctool,Objective-C,Code Analysis and Linting +xctool,Objective-C,Code Analysis and Linting +KRGreyTheory,Objective-C,Mathematics and Numerics +DataGrinch,Objective-C,Data Analysis +XsdaKit,Objective-C,Data Serialization +cordova-pgyer-dandelion,Objective-C,Web Development +sbjson,Objective-C,Data Serialization +FXParser,Objective-C,Data Analysis +CSV,Objective-C,Data Analysis +NSMutableData+MultipartFormData,Objective-C,File Handling +Masonry,Objective-C,Graphical User Interface Design +Chameleon,Objective-C,Graphical User Interface Design +Nimbus,Objective-C,Graphical User Interface Design +GPUImage,Objective-C,Graphical User Interface Design +infer,Objective-C,Code Analysis and Linting +OCLint,Objective-C,Code Analysis and Linting +sonatype,Objective-C,IT Automation +sigrid,Objective-C,IT Automation +fastlane,Objective-C,IT Automation +hammerspoon,Objective-C,Graphical User Interface Design +punic,Objective-C,IT Automation +jenkins-mobile-pipeline-shared-libraries,Objective-C,IT Automation +brotli,Ocaml,Data Compression +dtoa,Ocaml,Algorithms and Data Structures +bin_tree,Ocaml,Algorithms and Data Structures +base_trie,Ocaml,Algorithms and Data Structures +apero-net,Ocaml,Networking and Messaging +conduit,Ocaml,Networking and Messaging +netamqp,Ocaml,Networking and Messaging +posix-mqueue,Ocaml,File Handling +bap-primus-exploring-scheduler,Ocaml,Scheduling and Concurrency +builder,Ocaml,IT Automation +daypack-lib,Ocaml,Data Analysis +riot,Ocaml,Web Development +tls,Ocaml,Security +osx-acl,Ocaml,Security +content_security_policy,Ocaml,Security +aws-sts,Ocaml,Security +async_websocket,Ocaml,Web Development +benchpress-server,Ocaml,Web Development +builder-web,Ocaml,Web Development +cduce_ws,Ocaml,Web Development +posix-math,Ocaml,Mathematics and Numerics +smol,Ocaml,Data Serialization +crlibm,Ocaml,Mathematics and Numerics +lem,Ocaml,Code Analysis and Linting +caqti,Ocaml,Database Management +dbforge,Ocaml,Database Management +irmin,Ocaml,Database Management +links-mysql,Ocaml,Database Management +bitlib,Ocaml,Algorithms and Data Structures +chamelon,Ocaml,Web Development +fpath,Ocaml,File Handling +fileutils,Ocaml,File Handling +bolt,Ocaml,Algorithms and Data Structures +dolog,Ocaml,Logging and Monitoring +easy_logging,Ocaml,Logging and Monitoring +loga,Ocaml,Logging and Monitoring +bisect_ppx,Ocaml,Code Analysis and Linting +calli,Ocaml,Algorithms and Data Structures +clangml-transforms,Ocaml,Algorithms and Data Structures +dolmen_bin,Ocaml,Algorithms and Data Structures +base_quickcheck,Ocaml,Testing +caravan,Ocaml,Web Development +kaputt,Ocaml,Algorithms and Data Structures +ounit2,Ocaml,Testing +conformist,Ocaml,Code Analysis and Linting +dataframe,Ocaml,Data Analysis +dsfo,Ocaml,Data Analysis +llama_midi,Ocaml,Graphical User Interface Design +atdgen,Ocaml,Code Analysis and Linting +bitpack_serializer,Ocaml,Data Serialization +coq-serapi,Ocaml,Algorithms and Data Structures +grpc,Ocaml,Networking and Messaging +bap-build,Ocaml,IT Automation +argsh,Ocaml,IT Automation +conf-automake,Ocaml,IT Automation +dtools,Ocaml,IT Automation +bogue,Ocaml,Algorithms and Data Structures +unison-gui,Ocaml,Graphical User Interface Design +imguiml,Ocaml,Graphical User Interface Design +altgr-ergo,Ocaml,Algorithms and Data Structures +bk-tree,Haskell,Algorithms and Data Structures +algebraic-graphs,Haskell,Algorithms and Data Structures +recursion-schemes,Haskell,Algorithms and Data Structures +AvlTree,Haskell,Algorithms and Data Structures +grenade,Haskell,Security +network-conduit,Haskell,Networking and Messaging +streamly,Haskell,Algorithms and Data Structures +hedgehog,Haskell,Testing +haxl,Haskell,Web Development +amazonka-scheduler,Haskell,Scheduling and Concurrency +massiv-scheduler,Haskell,Scheduling and Concurrency +gogol-datafusion,Haskell,Data Analysis +tamarin-prover-theory,Haskell,Mathematics and Numerics +tamarin-prover,Haskell,Mathematics and Numerics +yst,Haskell,Data Analysis +fireward,Haskell,Security +snap-core,Haskell,Web Development +snap-server,Haskell,Web Development +gogol-pagespeed,Haskell,Web Development +gogol-indexing,Haskell,Data Analysis +pandoc,Haskell,Data Serialization +Agda,Haskell,Mathematics and Numerics +math-functions,Haskell,Mathematics and Numerics +commodities,Haskell,Data Analysis +gogol-spanner,Haskell,Database Management +gogol-sqladmin,Haskell,Database Management +gogol-datastore,Haskell,Database Management +dbmigrations,Haskell,Database Management +bytestring,Haskell,File Handling +io-streams,Haskell,File Handling +regions,Haskell,Algorithms and Data Structures +amazonka-kinesis-video-webrtc-storage,Haskell,Data Analysis +tensorflow-logging,Haskell,Logging and Monitoring +wai-extra,Haskell,Web Development +co-log,Haskell,Logging and Monitoring +gogol-cloudmonitoring,Haskell,IT Automation +pandoc,Haskell,Data Serialization +cassava,Haskell,Data Analysis +commonmark,Haskell,Data Serialization +auto,Haskell,Code Analysis and Linting +amazonka-devops-guru,Haskell,IT Automation +deptrack-devops,Haskell,IT Automation +gogol-testing,Haskell,Testing +LogicGrowsOnTrees,Haskell,Algorithms and Data Structures +gogol-datafusion,Haskell,Data Analysis +vty-ui,Haskell,Graphical User Interface Design +YampaSynth,Haskell,Algorithms and Data Structures +master-plan,Haskell,IT Automation +stan,Haskell,Data Analysis +hlint,Haskell,Code Analysis and Linting +liquidhaskell,Haskell,Code Analysis and Linting +ghc,Haskell,IT Automation +purescript,Haskell,Code Analysis and Linting +ghcide-test-utils,Haskell,Testing +hls-test-utils,Haskell,Testing +yesod-test,Haskell,Testing +statistics,Haskell,Mathematics and Numerics +statistics-skinny,Haskell,Mathematics and Numerics +ajhc,Haskell,Code Analysis and Linting +fortran-src,Haskell,Algorithms and Data Structures +BitVector,Nim,Algorithms and Data Structures +rbtree,Nim,Algorithms and Data Structures +binaryheap,Nim,Algorithms and Data Structures +algorithm,Nim,Algorithms and Data Structures +nativesockets,Nim,Networking and Messaging +net,Nim,Networking and Messaging +nimrdkafka,Nim,Networking and Messaging +mqtt,Nim,Networking and Messaging +monotimes,Nim,Scheduling and Concurrency +times,Nim,Scheduling and Concurrency +osproc,Nim,IT Automation +schedules,Nim,Scheduling and Concurrency +nimcrypt,Nim,Security +seccomp,Nim,Security +nimpass,Nim,Security +quickcrypt,Nim,Security +nerve,Nim,Networking and Messaging +palladian,Nim,Web Development +staticserver,Nim,Web Development +phoon,Nim,Web Development +seqmath,Nim,Mathematics and Numerics +extmath,Nim,Mathematics and Numerics +geometrymath,Nim,Mathematics and Numerics +neo,Nim,Database Management +niledb,Nim,Database Management +couchdb,Nim,Database Management +zfdbms,Nim,Database Management +pdba,Nim,Database Management +osfiles,Nim,File Handling +fileinput,Nim,File Handling +filetype,Nim,File Handling +stor,Nim,File Handling +octolog,Nim,Logging and Monitoring +morelogging,Nim,Logging and Monitoring +promexplorer,Nim,Data Analysis +metrics,Nim,Data Analysis +nimfmt,Nim,Code Analysis and Linting +coco,Nim,Code Analysis and Linting +treesitter,Nim,Code Analysis and Linting +nimalyzer,Nim,Code Analysis and Linting +testify,Nim,Testing +nimtest,Nim,Testing +testutils,Nim,Testing +halonium,Nim,Networking and Messaging +nimdata,Nim,Data Analysis +datamancer,Nim,Data Analysis +nimdataframe,Nim,Data Analysis +mpfit,Nim,Mathematics and Numerics +tomlserialization,Nim,Data Serialization +protobufserialization,Nim,Data Serialization +bson,Nim,Data Serialization +eminim,Nim,Algorithms and Data Structures +autome,Nim,IT Automation +monit,Nim,Logging and Monitoring +autonim,Nim,IT Automation +nake,Nim,IT Automation +nimblegui,Nim,Graphical User Interface Design +nigui,Nim,Graphical User Interface Design +sigui,Nim,Graphical User Interface Design +rdgui,Nim,Graphical User Interface Design +de.sciss:fingertree_2.11,Scala,Algorithms and Data Structures +org.scalameta:semanticdb-scalac-core_2.11.12,Scala,Code Analysis and Linting +org.axle-lang:axle-algorithms_2.11,Scala,Algorithms and Data Structures +de.sciss:strugatzki_2.10,Scala,Algorithms and Data Structures +org.apache.spark:spark-network-common_2.11,Scala,Networking and Messaging +com.github.molecule-labs:molecule-net_2.9.3,Scala,Networking and Messaging +org.elasticmq,Scala,Database Management +com.typesafe.akka:akka-stream_2.12,Scala,Networking and Messaging +com.miguno.akka:akka-mock-scheduler_2.11,Scala,Scheduling and Concurrency +com.enragedginger:akka-quartz-scheduler_2.11,Scala,Scheduling and Concurrency +edu.gemini:lucuma-typed-scheduler_sjs1_3,Scala,Scheduling and Concurrency +io.getkyo:kyo-scheduler_2.13,Scala,Scheduling and Concurrency +dev.zio:zio-json_3,Scala,Data Serialization +dev.zio:zio-json_2.12,Scala,Data Serialization +recheck,Scala,Code Analysis and Linting +org.beangle.security:beangle-security-core,Scala,Security +com.softwaremill.sttp:async-http-client-backend-future_2.12,Scala,Web Development +com.softwaremill.sttp:akka-http-backend_2.12,Scala,Web Development +com.eed3si9n:gigahorse-okhttp_2.12,Scala,Web Development +com.softwaremill.sttp.client3:slf4j-backend_2.12,Scala,Logging and Monitoring +com.github.vagmcs:optimus_2.11,Scala,Mathematics and Numerics +com.github.vagmcs:optimus-solver-oj_2.11,Scala,Mathematics and Numerics +io.github.scalamath:vecmatlib,Scala,Mathematics and Numerics +io.github.scalamath:cmplxlib,Scala,Mathematics and Numerics +com.typesafe.slick:slick_2.11,Scala,Database Management +org.tpolecat:doobie-core_2.12,Scala,Database Management +org.reactivemongo:reactivemongo_2.11,Scala,Database Management +org.tpolecat:doobie-postgres_2.12,Scala,Database Management +org.specs2:specs2_2.11,Scala,Testing +com.github.pathikrit:better-files_2.12,Scala,File Handling +com.github.scala-incubator.io:scala-io-file_2.10,Scala,File Handling +de.sciss:audiofile_2.11,Scala,Data Analysis +com.typesafe.scala-logging:scala-logging_2.12,Scala,Logging and Monitoring +com.typesafe.scala-logging:scala-logging-slf4j_2.11,Scala,Logging and Monitoring +org.clapper:grizzled-slf4j_2.11,Scala,Logging and Monitoring +com.outr:scribe_2.12,Scala,Data Serialization +org.psywerx.hairyfotr.linter,Scala,Code Analysis and Linting +scala.meta.parsers,Scala,Algorithms and Data Structures +org.scalastyle,Scala,Code Analysis and Linting +com.sksamuel.scapegoat,Scala,Code Analysis and Linting +org.scala-js:scalajs-test-bridge_2.13,Scala,Testing +org.scala-js:scalajs-test-interface_2.12,Scala,Testing +com.typesafe.play:play-test_2.11,Scala,Testing +org.scalatest:scalatest_2.9.1,Scala,Testing +org.finra.megasparkdiff:mega-spark-diff,Scala,Data Analysis +com.github.vicpara:exploratory-data-analysis_2.10,Scala,Data Analysis +org.emmalanguage:emma,Scala,Data Analysis +org.emmalanguage:emma-benchmarks,Scala,Data Analysis +org.simplex3d:simplex3d-data-format_2.10,Scala,Data Serialization +org.wvlet.airframe:airframe-tablet_2.13.0-RC2,Scala,Data Serialization +org.gnieh:fs2-data-text_2.13,Scala,Data Serialization +com.fasterxml.jackson.module:jackson-module-scala_2.12,Scala,Data Serialization +tech.orkestra:orkestra-core_sjs0.6_2.12,Scala,IT Automation +com.goyeau:orchestra-cron_2.12,Scala,Scheduling and Concurrency +com.aamend.spark:archetype,Scala,IT Automation +io.kevinlee:sbt-devoops-github-core_2.12_1.0,Scala,IT Automation +de.sciss:dotterweide-ui_2.11,Scala,Graphical User Interface Design +org.scala-lang.modules.scala-swing,Scala,Graphical User Interface Design +io.github.kacperfkorban.guinep-web,Scala,Web Development +io.github.mimoguz.layeredfonticon-core,Scala,Graphical User Interface Design +piecemeal,Dart,Algorithms and Data Structures +collection,Dart,Algorithms and Data Structures +pointycastle,Dart,Security +graphs,Dart,Algorithms and Data Structures +connectivity_plus,Dart,Networking and Messaging +cached_network_image,Dart,File Handling +connectivity,Dart,Networking and Messaging +firebase_messaging,Dart,Networking and Messaging +reflutter,Dart,Web Development +server_universe,Dart,Web Development +create-fullstack-app-cli,Dart,IT Automation +angel_graphql,Dart,Web Development +flutter_local_notifications,Dart,Graphical User Interface Design +cron,Dart,Scheduling and Concurrency +timer_builder,Dart,Scheduling and Concurrency +syncfusion_flutter_calendar,Dart,Graphical User Interface Design +google_sign_in,Dart,Security +mqtt_client,Dart,Networking and Messaging +angel_security,Dart,Security +envied,Dart,Code Analysis and Linting +math_expressions,Dart,Mathematics and Numerics +more,Dart,Algorithms and Data Structures +ml_linalg,Dart,Mathematics and Numerics +fixed,Dart,Algorithms and Data Structures +sqflite,Dart,Database Management +cloud_firestore,Dart,Database Management +postgres,Dart,Database Management +hive,Dart,Database Management +path_provider,Dart,File Handling +image,Dart,Graphical User Interface Design +glob,Dart,File Handling +file,Dart,File Handling +logging,Dart,Logging and Monitoring +logger,Dart,Logging and Monitoring +ansicolor,Dart,Logging and Monitoring +pretty_dio_logger,Dart,Logging and Monitoring +flutter_lints,Dart,Code Analysis and Linting +pedantic_mono,Dart,Code Analysis and Linting +carapacik_lints,Dart,Code Analysis and Linting +velvet_custom_lints,Dart,Code Analysis and Linting +test,Dart,Testing +unittest,Dart,Testing +build_test,Dart,Testing +mocktail,Dart,Testing +grizzly_array,Dart,Algorithms and Data Structures +flutter_insights,Dart,Data Analysis +packhorse,Dart,IT Automation +plugin_mappintelligence,Dart,IT Automation +yaml,Dart,Data Serialization +http_parser,Dart,Web Development +built_value,Dart,Data Serialization +bson,Dart,Data Serialization +unleash,Dart,IT Automation +docrunner,Dart,IT Automation +cobertura,Dart,Code Analysis and Linting +bitwarden_secrets,Dart,Security +magical_widget,Dart,Graphical User Interface Design +flutter_auto_gui,Dart,Graphical User Interface Design +gui_shape,Dart,Graphical User Interface Design +rinf,Dart,Algorithms and Data Structures +collections,Python,Algorithms and Data Structures +heapq,Python,Algorithms and Data Structures +algorithms,Python,Algorithms and Data Structures +sortedcontainers,Python,Algorithms and Data Structures +asyncio,Python,Networking and Messaging +socket,Python,Networking and Messaging +kafka-python,Python,Networking and Messaging +dramatiq,Python,Networking and Messaging +arrow,Python,Scheduling and Concurrency +dateutil,Python,Scheduling and Concurrency +threading-framework,Python,Scheduling and Concurrency +schedule,Python,Scheduling and Concurrency +authlib,Python,Security +pyjwt,Python,Security +django-allauth,Python,Security +cryptography,Python,Security +webassets,Python,Web Development +html2text,Python,Web Development +websockets,Python,Web Development +tornado,Python,Web Development +scipy,Python,Mathematics and Numerics +numpy,Python,Mathematics and Numerics +statsmodel,Python,Mathematics and Numerics +sympy,Python,Mathematics and Numerics +pymysql,Python,Database Management +psycopg,Python,Database Management +pymongo,Python,Database Management +pickledb,Python,Database Management +mimetypes,Python,File Handling +pathlib,Python,File Handling +python-magic,Python,File Handling +wqtchdog,Python,Scheduling and Concurrency +logging,Python,Logging and Monitoring +structlog,Python,Logging and Monitoring +loguru,Python,Logging and Monitoring +psutil,Python,System Administration 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Interface Design +AnyData,Perl,Data Serialization +Data-Format-Pretty-YAML,Perl,Data Serialization +TOML-Tiny,Perl,Data Serialization +CatalystX-Controller-ExtJS-REST-SimpleExcel,Perl,Web Development +Rex,Perl,IT Automation +com.viliussutkus89:SampleLibraryForSonatypePromotionTesting,Perl,IT Automation +Jenkins::API,Perl,IT Automation +Minilla,Perl,IT Automation +@discordjs/collection,TypeScript,Algorithms and Data Structures +js-sdsl,TypeScript,Algorithms and Data Structures +typescript-collections,TypeScript,Algorithms and Data Structures +fast-array-diff,TypeScript,Algorithms and Data Structures +libp2p,TypeScript,Networking and Messaging +@multiformats/multiaddr,TypeScript,Networking and Messaging +@ethersproject/networks,TypeScript,Networking and Messaging +nats,TypeScript,Networking and Messaging +@types/node-schedule,TypeScript,Scheduling and Concurrency +agenda,TypeScript,Scheduling and Concurrency +@nestjs/schedule,TypeScript,Scheduling and Concurrency 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+@storybook/addon-console,TypeScript,Graphical User Interface Design +conventional-changelog-writer,TypeScript,IT Automation +git-raw-commits,TypeScript,IT Automation +@codemirror/lint,TypeScript,Code Analysis and Linting +@start/plugin-lib-eslint,TypeScript,Code Analysis and Linting +remark-lint-fenced-code-flag-case,TypeScript,Code Analysis and Linting +tslint-rxjs-subject-restrictions-rule,TypeScript,Code Analysis and Linting +jest,TypeScript,Testing +ts-jest,TypeScript,Testing +babel-jest,TypeScript,Testing +vitest,TypeScript,Testing +data-forge,TypeScript,Data Analysis +vue-component-meta,TypeScript,Graphical User Interface Design +@opticss/element-analysis,TypeScript,Graphical User Interface Design +@antv/l7-scene,TypeScript,Graphical User Interface Design +table,TypeScript,Data Analysis +form-data-encoder,TypeScript,File Handling +ion-js,TypeScript,Web Development +@nsis/language-data,TypeScript,Data Analysis +docker-compose,TypeScript,IT Automation +commitlint-azure-pipelines-cli,TypeScript,IT Automation +azure-devops-node-api,TypeScript,IT Automation +@karmaniverous/get-dotenv,TypeScript,File Handling +happy-dom,TypeScript,Graphical User Interface Design +react-png-tooltip,TypeScript,Graphical User Interface Design +infamous,TypeScript,Graphical User Interface Design +lume,TypeScript,Web Development +github.com/davecgh/go-spew,Go,Algorithms and Data Structures +github.com/google/btree,Go,Algorithms and Data Structures +github.com/lann/ps,Go,Algorithms and Data Structures +github.com/cespare/xxhash/v2,Go,Algorithms and Data Structures +golang.org/x/net,Go,Networking and Messaging +github.com/vishvananda/netns,Go,Networking and Messaging +github.com/nats-io/nats,Go,Networking and Messaging +github.com/jackc/pgproto3/v2,Go,Database Management +k8s.io/kubernetes,Go,IT Automation +github.com/go-co-op/gocron,Go,Scheduling and Concurrency +atomicgo.dev/schedule,Go,Scheduling and Concurrency +github.com/jasonlvhit/gocron,Go,Scheduling and Concurrency +github.com/google/uuid,Go,Algorithms and Data Structures +github.com/golang-jwt/jwt/v4,Go,Security +github.com/microcosm-cc/bluemonday,Go,Security +github.com/99designs/keyring,Go,Security +github.com/gin-gonic/gin,Go,Web Development +github.com/go-redis/cache/v8,Go,Database Management +github.com/gorilla/sessions,Go,Web Development +github.com/labstack/echo/v4,Go,Web Development +gopkg.in/inf.v0,Go,Algorithms and Data Structures +github.com/go-corelibs/maths,Go,Mathematics and Numerics +github.com/go-inf/inf,Go,Algorithms and Data Structures +github.com/pkg/math,Go,Mathematics and Numerics +github.com/go-sql-driver/mysql,Go,Database Management +github.com/lib/pq,Go,Database Management +go.mongodb.org/mongo-driver,Go,Database Management +go.etcd.io/bbolt,Go,Database Management +github.com/pelletier/go-toml/v2,Go,Data Serialization +github.com/joho/godotenv,Go,File Handling +cloud.google.com/go/storage,Go,Database Management +github.com/minio/minio-go/v7,Go,Database Management +github.com/sirupsen/logrus,Go,Logging and Monitoring +go.uber.org/zap,Go,Logging and Monitoring +github.com/go-logr/logr,Go,Logging and Monitoring +go.opentelemetry.io/otel,Go,Logging and Monitoring +golang.org/x/lint,Go,Code Analysis and Linting +github.com/golangci/lint-1,Go,Code Analysis and Linting +github.com/mvdan/lint,Go,Code Analysis and Linting +github.com/golang/lint,Go,Code Analysis and Linting +github.com/stretchr/testify,Go,Testing +github.com/google/go-cmp,Go,Code Analysis and Linting +gopkg.in/check.v1,Go,Testing +github.com/onsi/ginkgo,Go,Testing +github.com/rocketlaunchr/dataframe-go,Go,Data Analysis +github.com/fjukstad/walrus,Go,Algorithms and Data Structures +github.com/hokiegeek/hgtealib,Go,Algorithms and Data Structures +github.com/forchain/bitcoinbigdata,Go,Data Analysis +github.com/google/orderedcode,Go,Code Analysis and Linting +github.com/ipfs/go-block-format,Go,File Handling +github.com/linkedin/goavro/v2,Go,Data Serialization +github.com/minio/sio,Go,File Handling +github.com/power-devops/perfstat,Go,Logging and Monitoring +github.com/gruntwork-io/terratest,Go,Testing +go.mozilla.org/sops/v3,Go,Security +github.com/vladimirvivien/gexe,Go,Algorithms and Data Structures +qtypes,Go,Algorithms and Data Structures +github.com/ctessum/gobra,Go,Algorithms and Data Structures +github.com/yogischogi/ui2go,Go,Graphical User Interface Design +github.com/bhojpur/gui,Go,Graphical User Interface Design +the,Rust,File Handling +java.util.function.Predicate,Java,Algorithms and Data Structures +std::io::{self,Rust,File Handling +wkc_core,Python,Web Development +prefect,Python,Scheduling and Concurrency +com.fasterxml.jackson.databind.JsonNode,Java,Data Serialization +urllib3,Python,Networking and Messaging +com.ibm.storage.defender.security_context.services.sas.AccessService.ResourceType,Java,Security +requests,Python,Networking and Messaging +@polar/impersonation,TypeScript,Security +sklearn,Python,Mathematics and Numerics +py4j,Python,Web Development +static,Java,Algorithms and Data Structures +com.fasterxml.jackson.databind.node.ObjectNode,Java,Data Serialization +~/__tests__/cypress/cypress/types,TypeScript,Testing +mockall::*,Rust,Testing +std::fs::File,Rust,File Handling +./testutil,JavaScript,Testing +std::path::Path,Rust,File Handling +org.bouncycastle.openssl.jcajce.JcaPEMKeyConverter,Java,Security +os,Python,File Handling +com.example.myapp.service.CheckPointDefinitionService,Java,Web Development +utils,Python,Algorithms and Data Structures +once_cell::sync::OnceCell,Rust,Concurrency and Synchronization +./../types,TypeScript,Data Serialization +com.ibm.storage.defender.security_context.models.rbac.ResourceType,Java,Security +org.bouncycastle.util.io.pem.PemObject,Java,Security +jsforce,TypeScript,Web Development +boto3,Python,Networking and Messaging +java.security.spec.X509EncodedKeySpec,Java,Security +stdio.h,C++,File Handling +tokio::runtime::Handle,Rust,Scheduling and Concurrency 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+org.springframework.web.bind.annotation.RequestMapping,Java,Web Development +java.security.KeyFactory,Java,Security +boxsdk,Python,Networking and Messaging +org.springframework.web.bind.annotation.GetMapping,Java,Web Development +@polar/logger,TypeScript,Logging and Monitoring +com.example.myapp.dto.CheckPointDefinition,Java,Web Development +pyspark,Python,Data Analysis diff --git a/transforms/code/code_profiler/python/src/semantic-ruleset/null_libs.csv b/transforms/code/code_profiler/python/src/semantic-ruleset/null_libs.csv new file mode 100644 index 000000000..aee790184 --- /dev/null +++ b/transforms/code/code_profiler/python/src/semantic-ruleset/null_libs.csv @@ -0,0 +1,8753 @@ +ClosedXML.Report.h,C +bar321,Dart +bar318,Dart +Akka.DistributedData.h,C +quux282,Dart +WSCT.GUI.h,C +AvaloniaMath.h,C +@abp/ng.oauth.h,C +Azure.Monitor.OpenTelemetry.AspNetCore.h,C +System.IO.Ports.h,C +bar291,Dart +DICOMcloud.h,C +@pavelsavara/dotnet-runtime.h,C +System.Security.AccessControl.h,C 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+kcgi.h,C +spdlog.h,C +de.sciss,Scala +storyboard,JavaScript +facil.io.h,C +POSIX.h,C +App,Perl +nix_api_util.h,C +com.typesafe.akka,Scala +Array,Perl +org.scalameta,Scala +quux166,Dart +quux169,Dart +com.typesafe.scala,Scala +dev.zio,Scala +com.miguno.akka,Scala +bar167,Dart +org.tpolecat,Scala +libgcrypt.h,C +civetweb.h,C +com.github.pathikrit,Scala +bar142,Dart +HDF5.h,C +org.finra.megasparkdiff,Scala +quux162,Dart +nagios-plugins.h,C +stdgpu.h,C +dataframe.h,C +Cppcheck.h,C +fstream.h,C +Perl,Perl +MinUnit.h,C +threading,Python +SLEPc.h,C +iqa.h,C +io.kevinlee,Scala +org.wvlet.airframe,Scala +urdfdom.h,C +microui.h,C +mosquitto.h,C +pth.h,C +org.scala,Scala +com.eed3si9n,Scala +KLone.h,C +org.gnieh,Scala +dotnet,C# +msgpack-c.h,C +sophia.h,C +MetaMap,Perl +github.,Perl +librabbitmq.h,C +org.axle,Scala +DBIx,Perl +DuckDB.h,C +com.typesafe.play,Scala +libcircmetrics.h,C +gsl-lite.h,C +Path,Perl +Crypt,Perl +OpenSSL.h,C +event,Perl +Plack,Perl +bar164,Dart +django,Python +GnuTLS.h,C +com.fasterxml.jackson.module,Scala +pthread.h,C +com.softwaremill.sttp,Scala +libclang-tidy.h,C +org.clapper,Scala +uv.h,C +cmathl.h,C +WWW,Perl +com.github.vagmcs,Scala +com.goyeau,Scala +GSL.h,C +PDF,Perl +quux163,Dart +libcsv.h,C +flatbuffers.h,C +Valgrind.h,C +com.enragedginger,Scala +NetAddr,Perl +CatalystX,Perl +cetcd.h,C +docpad,Perl +TODO:,Dart +Check.h,C +org.reactivemongo,Scala +bar161,Dart +GTK.h,C +org.emmalanguage,Scala +DBD,Perl +com.outr,Scala +etcd-api.h,C +metis.h,C +quux146,Dart +cxxgraph.h,C +syslog.h,C +IO,Perl +luigi,C +nanomsg.h,C +bar160,Dart +bar168,Dart +com.github.scala-incubator.io,Scala +org.beangle.security,Scala +MySQL.h,C +Database,Perl +SPVM,Perl +Tree,Perl +com.softwaremill.sttp.client3,Scala +apophenia.h,C +Infer.h,C +libyaml.h,C +tinyfiledialogs.h,C +Math,Perl +curl.h,C +tech.orkestra,Scala +bar155,Dart +Data,Perl +bar153,Dart +libfmt.h,C +kcgi.h,C +spdlog.h,C +de.sciss,Scala +storyboard,JavaScript +facil.io.h,C +POSIX.h,C +App,Perl +nix_api_util.h,C +com.typesafe.akka,Scala +Array,Perl +org.scalameta,Scala +quux166,Dart +quux169,Dart +com.typesafe.scala,Scala +dev.zio,Scala +com.miguno.akka,Scala +bar167,Dart +org.tpolecat,Scala +libgcrypt.h,C +civetweb.h,C +com.github.pathikrit,Scala +bar142,Dart +HDF5.h,C +org.finra.megasparkdiff,Scala +quux162,Dart +nagios-plugins.h,C +stdgpu.h,C +dataframe.h,C +Cppcheck.h,C +fstream.h,C +Perl,Perl +MinUnit.h,C +threading,Python +SLEPc.h,C +iqa.h,C +io.kevinlee,Scala +org.wvlet.airframe,Scala +urdfdom.h,C +microui.h,C +mosquitto.h,C +pth.h,C +org.scala,Scala +com.eed3si9n,Scala +KLone.h,C +librabbitmq.h,C +bar153,Dart +quux166,Dart +MySQL.h,C +sophia.h,C +nagios-plugins.h,C +civetweb.h,C +OpenSSL.h,C +Crypt,Perl +org.scala,Scala +SLEPc.h,C +pth.h,C +gsl-lite.h,C +com.eed3si9n,Scala +com.typesafe.akka,Scala +Check.h,C +SPVM,Perl +com.github.scala-incubator.io,Scala +libgcrypt.h,C +Database,Perl +bar142,Dart +HDF5.h,C +WWW,Perl +MetaMap,Perl +kcgi.h,C +org.reactivemongo,Scala +NetAddr,Perl +org.gnieh,Scala +GSL.h,C +MinUnit.h,C +libclang-tidy.h,C +django,Python +DBD,Perl +com.github.pathikrit,Scala +KLone.h,C +bar161,Dart +com.typesafe.play,Scala +Path,Perl +libfmt.h,C +IO,Perl +com.enragedginger,Scala +Perl,Perl +nix_api_util.h,C +GnuTLS.h,C +io.kevinlee,Scala +Tree,Perl +iqa.h,C +spdlog.h,C +org.wvlet.airframe,Scala +org.scalameta,Scala +dotnet,C# +storyboard,JavaScript +github.,Perl +GTK.h,C +docpad,Perl +bar160,Dart +DuckDB.h,C +Valgrind.h,C +bar168,Dart +microui.h,C +Plack,Perl +urdfdom.h,C +cxxgraph.h,C +Math,Perl +DBIx,Perl +com.fasterxml.jackson.module,Scala +org.finra.megasparkdiff,Scala +libyaml.h,C +com.softwaremill.sttp.client3,Scala +quux162,Dart +App,Perl +POSIX.h,C +flatbuffers.h,C +org.emmalanguage,Scala +nanomsg.h,C +metis.h,C +msgpack-c.h,C +dataframe.h,C +syslog.h,C +tech.orkestra,Scala +bar164,Dart +apophenia.h,C +curl.h,C +bar167,Dart +de.sciss,Scala +mosquitto.h,C +dev.zio,Scala +PDF,Perl +com.softwaremill.sttp,Scala +com.github.vagmcs,Scala +luigi,C +com.miguno.akka,Scala +cetcd.h,C +uv.h,C +quux169,Dart +bar155,Dart +libcsv.h,C +stdgpu.h,C +org.clapper,Scala +org.axle,Scala +org.tpolecat,Scala +com.typesafe.scala,Scala +fstream.h,C +CatalystX,Perl +threading,Python +TODO:,Dart +com.goyeau,Scala +tinyfiledialogs.h,C +com.outr,Scala +Cppcheck.h,C +event,Perl +Array,Perl +facil.io.h,C +quux146,Dart +quux163,Dart +pthread.h,C +Infer.h,C +libcircmetrics.h,C +org.beangle.security,Scala +etcd-api.h,C +cmathl.h,C +Data,Perl +CatalystX,Perl +com.github.vagmcs,Scala +spdlog.h,C +NetAddr,Perl +GnuTLS.h,C +kcgi.h,C +nix_api_util.h,C +bar153,Dart +SPVM,Perl +com.typesafe.play,Scala +quux163,Dart +microui.h,C +Data,Perl +DBD,Perl +etcd-api.h,C +flatbuffers.h,C +nagios-plugins.h,C +org.beangle.security,Scala +Tree,Perl +DuckDB.h,C +com.goyeau,Scala +libyaml.h,C +tech.orkestra,Scala +bar167,Dart +syslog.h,C +gsl-lite.h,C +luigi,C +DBIx,Perl +facil.io.h,C +civetweb.h,C +Math,Perl +org.reactivemongo,Scala +nanomsg.h,C +curl.h,C +librabbitmq.h,C +io.kevinlee,Scala +com.softwaremill.sttp,Scala +KLone.h,C +uv.h,C +GTK.h,C +apophenia.h,C +IO,Perl +storyboard,JavaScript +bar160,Dart +quux166,Dart +org.clapper,Scala +com.typesafe.scala,Scala +Array,Perl +Cppcheck.h,C +org.finra.megasparkdiff,Scala +bar142,Dart +mosquitto.h,C +libfmt.h,C +libclang-tidy.h,C +GSL.h,C +sophia.h,C +quux162,Dart +Check.h,C +tinyfiledialogs.h,C +org.gnieh,Scala +MySQL.h,C +bar168,Dart +OpenSSL.h,C +com.enragedginger,Scala +quux146,Dart +libcircmetrics.h,C +MetaMap,Perl +fstream.h,C +MinUnit.h,C +stdgpu.h,C +App,Perl +threading,Python +org.scala,Scala +libgcrypt.h,C +Valgrind.h,C +PDF,Perl +metis.h,C +bar161,Dart +POSIX.h,C +SLEPc.h,C +org.tpolecat,Scala +com.outr,Scala +HDF5.h,C +org.wvlet.airframe,Scala +Database,Perl +Crypt,Perl +com.miguno.akka,Scala +libcsv.h,C +de.sciss,Scala +com.typesafe.akka,Scala +iqa.h,C +github.,Perl +Plack,Perl +event,Perl +pth.h,C +TODO:,Dart +bar155,Dart +bar164,Dart +Perl,Perl +com.eed3si9n,Scala +WWW,Perl +pthread.h,C +urdfdom.h,C +org.scalameta,Scala +Path,Perl +dataframe.h,C +com.github.scala-incubator.io,Scala +com.softwaremill.sttp.client3,Scala +org.emmalanguage,Scala +cxxgraph.h,C +quux169,Dart +Infer.h,C +cetcd.h,C +docpad,Perl +org.axle,Scala +com.github.pathikrit,Scala +com.fasterxml.jackson.module,Scala +msgpack-c.h,C +dotnet,C# +cmathl.h,C +django,Python +dev.zio,Scala diff --git a/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/concept_list.csv b/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/concept_list.csv new file mode 100644 index 000000000..685d62d3d --- /dev/null +++ b/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/concept_list.csv @@ -0,0 +1,14 @@ +Category +Algorithms and Data Structures +Database Management +File Handling +Networking and Messaging +Graphical User Interface Design +Security +Scheduling and Concurrency +Logging and Monitoring +Web Development +Mathematics and Numerics +Code Analysis and Linting +Testing +Data Serialization \ No newline at end of file diff --git a/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/examples/examples-i.csv b/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/examples/examples-i.csv new file mode 100644 index 000000000..639735b66 --- /dev/null +++ b/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/examples/examples-i.csv @@ -0,0 +1,27 @@ +Library,Language +algorithms,Python +asyncio,Python +arrow,Python +authlib,Python +webassets,Python +scipy,Python +pymysql,Python +mimetypes,Python +logging,Python +flake8,Python +mamba,Python +marshmallow,Python +tkinter,Python +com.leansoft.bigqueue,Java +com.cisco.commons.networking,Java +net.time4j,Java +org.apache.shiro,Java +java.net.http,Java +org.apache.commons.math4,Java +ch.vorburger.mariaDB4j,Java +com.google.jimfs,Java +java.logging,Java +org.sonar,Java +org.junit,Java +com.cedarsoftware:json-io,Java +java.desktop,Java diff --git a/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/examples/examples-o.csv b/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/examples/examples-o.csv new file mode 100644 index 000000000..b7eb9397a --- /dev/null +++ b/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/examples/examples-o.csv @@ -0,0 +1,27 @@ +Library,Language,Category +algorithms,Python,Algorithms and Data Structures +asyncio,Python,Networking and Messaging +arrow,Python,Scheduling and Concurrency +authlib,Python,Security +webassets,Python,Web Development +scipy,Python,Mathematics and Numerics +pymysql,Python,Database Management +mimetypes,Python,File Handling +logging,Python,Logging and Monitoring +flake8,Python,Code Analysis and Linting +mamba,Python,Testing +marshmallow,Python,Data Serialization +tkinter,Python,Graphical User Interface Design +com.leansoft.bigqueue,Java,Algorithms and Data Structures +com.cisco.commons.networking,Java,Networking and Messaging +net.time4j,Java,Scheduling and Concurrency +org.apache.shiro,Java,Security +java.net.http,Java,Web Development +org.apache.commons.math4,Java,Mathematics and Numerics +ch.vorburger.mariaDB4j,Java,Database Management +com.google.jimfs,Java,File Handling +java.logging,Java,Logging and Monitoring +org.sonar,Java,Code Analysis and Linting +org.junit,Java,Testing +com.cedarsoftware:json-io,Java,Data Serialization +java.desktop,Java,Graphical User Interface Design \ No newline at end of file diff --git a/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/generate_ikb.py b/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/generate_ikb.py new file mode 100644 index 000000000..a41a4e9a9 --- /dev/null +++ b/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/generate_ikb.py @@ -0,0 +1,135 @@ +# (C) Copyright IBM Corp. 2024. +# Licensed under the Apache License, Version 2.0 (the “License”); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an “AS IS” BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +################################################################################ + +import os +import argparse +import csv +import pyarrow as pa +import pyarrow.csv as pv +from io import StringIO,BytesIO +from watsonxai import generateResponseWatsonx + + +def getStringFromCSV(file): + table = pv.read_csv(file) + csv_buffer = StringIO() + column_names = table.column_names + csv_buffer.write(','.join(column_names) + '\n') + for row in range(table.num_rows): + row_data = [str(table[column][row].as_py()) for column in column_names] + csv_buffer.write(','.join(row_data) + '\n') + return csv_buffer.getvalue() + + + +def gen_combined_strings(file_data): + file_data = file_data.splitlines() + headers = file_data[0] + null_libraries = file_data[1:] + combined_strings = [] + combined_string = "" + for idx, entry in enumerate(null_libraries, start=1): + if combined_string == "": + combined_string += f"{headers.strip()}\n" + combined_string += f"{entry}\n" + if idx % 30 == 0 or idx == len(null_libraries): + combined_strings.append(combined_string) + combined_string = "" + return combined_strings + + +if __name__ == "__main__": + + parser = argparse.ArgumentParser(description='Generate IKB.') + parser.add_argument('--null_libs_file', type=str, help='Path to null libraries file.', default=os.getenv('NULL_LIBS_FILE', '../ikb/null_libs.csv')) + parser.add_argument('--cmap_file', type=str, help='Path to concept map file.', default=os.getenv('CMAP_FILE', '../concept_map/updated_concept_list.csv')) + parser.add_argument('--input_examples_file', type=str, help='Path to input examples file.', default=os.getenv('EXAMPLES_I_FILE', '../examples/examples-i.csv')) + parser.add_argument('--output_examples_file', type=str, help='Path to output examples file.', default=os.getenv('EXAMPLES_O_FILE', '../examples/examples-o.csv')) + parser.add_argument('--extracted_data_file', type=str, help='Path to file in which LLM output will be stored.', default=os.getenv('EXTRACTED_DATA_FILE', '../ikb/extracted_data.csv')) + parser.add_argument('--api_type', type=str, help='API Type', default=os.getenv('API_TYPE', 'WatsonxAI')) + parser.add_argument('--api_key', type=str, help='API key', default=os.getenv('API_KEY', '')) + parser.add_argument('--api_endpoint', type=str, help='API endpoint', default=os.getenv('API_ENDPOINT', 'https://us-south.ml.cloud.ibm.com')) + parser.add_argument('--project_id', type=str, help='Project ID', default=os.getenv('PROJECT_ID', '')) + parser.add_argument('--model_id', type=str, help='LLM model ID', default=os.getenv('MODEL_ID', 'meta-llama/llama-3-70b-instruct')) + + + + args = parser.parse_args() + concepts = getStringFromCSV(args.cmap_file) + input_examples = getStringFromCSV(args.input_examples_file) + output_examples = getStringFromCSV(args.output_examples_file) + + null_libs_file_data = getStringFromCSV(args.null_libs_file) + combined_strings = gen_combined_strings(null_libs_file_data) + + endtoken = "" + prompt_name = "My-prompt" + prompt_template = '''You are responsible for classifying programming language packages based on their functionality into one of the following STRICT categories: + ''' + concepts + ''' + + Instructions: + + 1. Input: A CSV containing two columns: + a. Library – the name of the package + b. Language – the programming language of the package + Your task is to append a third column called Category where you will classify the package's primary function into one of the following categories.\n + + 2. Output: The updated CSV with the new Category column. + + 3. Categorization Guidelines: + a. Classify each package based on its primary functionality. + b. Only use categories from the given list. Do not invent or modify categories. + + 4. Output format: Provide the updated CSV data in the exact format as shown below: + a. Columns: Library, Language, Category + b. End the response with to indicate completion. + c. Do not include any double quotes in the output. + + 5. Only use categories from the given list. Do not invent or modify categories. + + 6. Strictly do not provide any explanations or commentary or notes before and/or after the table. + + Examples: + INPUT: + ''' + str(input_examples) + "OUTPUT:\n" + str(output_examples).strip("\n")+"\n" + + headers = ["Library", "Language", "Category"] + file_exists = os.path.exists(args.extracted_data_file) + if not file_exists: + with open(args.extracted_data_file, mode='w', newline='') as f: + csv_writer = csv.writer(f, quoting=csv.QUOTE_NONE, escapechar='\\') + csv_writer.writerow(headers) + + + for combined_string in combined_strings: + input_template = prompt_template + f"\n\nINPUT: {combined_string} \nOUTPUT: " + if args.api_type == 'WatsonxAI': + response = generateResponseWatsonx(args.api_key, args.api_endpoint, args.model_id, args.project_id, input_template) + data = response.split(endtoken)[0] + csv_file = BytesIO(data.strip().encode('utf-8')) + csv_content = data.splitlines() + not_first_row = 0 + with open(args.extracted_data_file, mode='a', newline='') as f: + csv_writer = csv.writer(f, quoting=csv.QUOTE_NONE, escapechar='\\') + for line in csv_content: + if not_first_row: + row = line.split(',') + csv_writer.writerow(row) + not_first_row = 1 + + + + + + + + diff --git a/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/watsonxai.py b/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/watsonxai.py new file mode 100644 index 000000000..a51efeb16 --- /dev/null +++ b/transforms/code/code_profiler/python/src/semantic-ruleset/offline-ikb-builder/watsonxai.py @@ -0,0 +1,37 @@ +# (C) Copyright IBM Corp. 2024. +# Licensed under the Apache License, Version 2.0 (the “License”); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an “AS IS” BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +################################################################################ + +from ibm_watsonx_ai.metanames import GenTextParamsMetaNames as GenParams +from ibm_watsonx_ai.foundation_models import ModelInference +from ibm_watsonx_ai import Credentials + + + + +def generateResponseWatsonx(api_key, api_endpoint, model_id, project_id, input_template): + credentials = Credentials(api_key=api_key, url=api_endpoint) + parameters = { + GenParams.DECODING_METHOD: "greedy", + GenParams.MAX_NEW_TOKENS: 100, + GenParams.STOP_SEQUENCES: [""] + } + model = ModelInference( + model_id=model_id, + params=parameters, + credentials=credentials, + project_id=project_id) + response = model.generate_text(input_template) + return response + + + + diff --git a/transforms/code/code_profiler/python/src/semantic_concepts.py b/transforms/code/code_profiler/python/src/semantic_concepts.py new file mode 100644 index 000000000..a7f004edd --- /dev/null +++ b/transforms/code/code_profiler/python/src/semantic_concepts.py @@ -0,0 +1,127 @@ +# (C) Copyright IBM Corp. 2024. +# Licensed under the Apache License, Version 2.0 (the “License”); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an “AS IS” BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +################################################################################ + +import pyarrow.csv as pacsv +import csv + + + +class TrieNode: + ''' + Implements one node of a Trie datastructure + ''' + def __init__(self): + self.children = {} + self.is_end_of_word = False + self.data = None + +class Trie: + ''' + Implements a Trie datastructure for efficient retrieval of concepts from the IKB. + ''' + def __init__(self): + self.root = TrieNode() + + def insert(self, library_name, programming_language, functionality): + node = self.root + for char in library_name: + if char not in node.children: + node.children[char] = TrieNode() + node = node.children[char] + node.data = {} + node.data['Category'] = functionality + node.data['Language'] = programming_language + node.is_end_of_word = True + + def search(self, library_name, programming_language): + node = self.root + for char in library_name: + if char not in node.children: + return None + node = node.children[char] + if node.is_end_of_word and node.data: + return node.data + return None + + +class knowledge_base: + ''' + Implements the internal knowledge base. + ''' + knowledge_base_file = '' + null_file = '' + knowledge_base_table = None + knowledge_base_trie = None + entries_with_null_coverage = set() + + def __init__(self, ikb_file, null_libs_file): + self.knowledge_base_file = ikb_file + self.null_file = null_libs_file + + def load_ikb_trie(self): + self.knowledge_base_table = pacsv.read_csv(self.knowledge_base_file) + self.knowledge_base_trie = Trie() + library_column = self.knowledge_base_table.column('Library').to_pylist() + language_column = self.knowledge_base_table.column('Language').to_pylist() + category_column = self.knowledge_base_table.column('Category').to_pylist() + for library, language, category in zip(library_column, language_column, category_column): + self.knowledge_base_trie.insert(str.lower(library), language, category) + + def write_null_files(self): + with open(self.null_file, 'a+', newline='', encoding='utf-8') as csvfile: + writer = csv.writer(csvfile) + for entry in self.entries_with_null_coverage: + writer.writerow([entry[0], entry[1]]) + self.entries_with_null_coverage = set() + + +def concept_extractor(libraries,language,ikb): + ''' + Given a set of libraries and the corresponding programming language along with the IKB trie, this function + returns the matching concept(s) as a comma separated list joined into a string. + ''' + concept_coverage = set() + language = language + libraries = [item.strip() for item in libraries.split(",")] + for library in libraries: + if library: + extracted_base_name = str.lower(library) + matched_entry = ikb.knowledge_base_trie.search(extracted_base_name, language) + if matched_entry: + concept_coverage.add(matched_entry['Category'].strip()) + else: + ikb.entries_with_null_coverage.add((library,language)) + return ','.join(sorted(list(concept_coverage))) + +def concept_extractor(libraries, language, ikb): + ''' + Given a set of libraries and the corresponding programming language along with the IKB trie, this function + returns the matching concept(s) as a comma-separated list joined into a string. + ''' + concept_coverage = set() + language = language + # Check if libraries is None or empty + if libraries: + libraries = [item.strip() for item in libraries.split(",")] + else: + libraries = [] # Set libraries to an empty list if it's None or empty + + for library in libraries: + if library: + extracted_base_name = str.lower(library) + matched_entry = ikb.knowledge_base_trie.search(extracted_base_name, language) + if matched_entry: + concept_coverage.add(matched_entry['Category'].strip()) + else: + ikb.entries_with_null_coverage.add((library, language)) + return ','.join(sorted(list(concept_coverage))) + diff --git a/transforms/code/code_profiler/python/src/template.html b/transforms/code/code_profiler/python/src/template.html new file mode 100644 index 000000000..0b94cd2ce --- /dev/null +++ b/transforms/code/code_profiler/python/src/template.html @@ -0,0 +1,107 @@ + + + + + + {{ title }} + + + + + + +
+
+

{{ heading }}

+

{{ description }}

+
+ +
+ +
+

Available Metrics

+ +
+ + +
+
+ {% for metric in metrics %} + + {% endfor %} +
+
+
+
+
+ + + + + diff --git a/transforms/code/code_profiler/python/src/tool_utils/aggregate_report.py b/transforms/code/code_profiler/python/src/tool_utils/aggregate_report.py new file mode 100644 index 000000000..067fddca2 --- /dev/null +++ b/transforms/code/code_profiler/python/src/tool_utils/aggregate_report.py @@ -0,0 +1,59 @@ +# (C) Copyright IBM Corp. 2024. +# Licensed under the Apache License, Version 2.0 (the “License”); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an “AS IS” BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +################################################################################ +import json +import glob +from collections import defaultdict, Counter +from pathlib import Path +from json.decoder import JSONDecodeError + + +def aggregate_metrics(input_dir, output_file): + # Initialize a dictionary to hold aggregated counts + aggregated_metrics = defaultdict(lambda: defaultdict(int)) + + # Loop through each JSON file in the specified directory + for json_file in glob.glob(f"{input_dir}/output_*.json"): + try: + with open(json_file, 'r') as f: + data = json.load(f) + for metric in data.get("metrics", []): + metric_name = metric["name"] + value_counts = metric.get("value_counts", {}) + + # Aggregate counts for each unique metric + for key, count in value_counts.items(): + aggregated_metrics[metric_name][key] += count + except JSONDecodeError: + print(f"Skipping invalid JSON file: {json_file}") + # Prepare the final output structure + aggregated_data = { + "title": "Aggregated Profiler Report", + "heading": "Aggregated Syntactic and Semantic Profile", + "description": "This report presents aggregated profiling data across multiple JSON files.", + "metrics": [] + } + + # Convert aggregated metrics to the required format + for metric_name, value_counts in aggregated_metrics.items(): + aggregated_data["metrics"].append({ + "name": metric_name, + "value_counts": dict(value_counts) + }) + + # Write the aggregated results to the output JSON file + with open(output_file, 'w') as f: + json.dump(aggregated_data, f, indent=4) + + print(f"Aggregated report saved as: {output_file}") + +# Usage example +aggregate_metrics(input_dir="../", output_file="aggregated_output.json") \ No newline at end of file diff --git a/transforms/code/code_profiler/python/src/tool_utils/aggregated_output_wca_ept_1.json b/transforms/code/code_profiler/python/src/tool_utils/aggregated_output_wca_ept_1.json new file mode 100644 index 000000000..20bd470ae --- /dev/null +++ b/transforms/code/code_profiler/python/src/tool_utils/aggregated_output_wca_ept_1.json @@ -0,0 +1,67757 @@ +{ + "title": "Aggregated Profiler Report", + "heading": "Aggregated Syntactic and Semantic Profile", + "description": "This report presents aggregated profiling data across multiple JSON files.", + "metrics": [ + { + "name": "UAST_Package_List", + "value_counts": { + "null": 174174, + "java.io.IOException": 12606, + "java.io.ObjectInputStream": 835, + "java.io.ObjectOutputStream": 686, + "java.io.ObjectStreamField": 104, + "java.lang.reflect.Method": 2029, + "java.security.Permission": 246, + "java.util.HashMap": 5020, + "java.util.ArrayList": 8100, + "java.util.BitSet": 94, + "java.util.Collections": 3628, + "java.util.List": 13316, + "static": 36059, + "java.security.PermissionCollection": 121, + "java.security.Principal": 329, + "java.util.Set": 5536, + "javax.security.auth.Subject": 607, + "java.util.Map": 7936, + "java.util.concurrent.ConcurrentHashMap": 736, + "": 19521, + "java.util.Arrays": 5232, + "jakarta.servlet.http.HttpServletRequest": 419, + "java.io.Serializable": 2391, + 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"io.proleap.cobol.CobolParser.WriteNotAtEndOfPagePhraseContext": 2, + "io.proleap.cobol.asg.metamodel.Scope": 77, + "io.proleap.cobol.asg.metamodel.procedure.AtEndPhrase": 10, + "io.proleap.cobol.asg.metamodel.procedure.InvalidKeyPhrase": 17, + "io.proleap.cobol.asg.metamodel.procedure.NotAtEndPhrase": 8, + "io.proleap.cobol.asg.metamodel.procedure.NotInvalidKeyPhrase": 17, + "io.proleap.cobol.asg.metamodel.procedure.NotOnExceptionClause": 12, + "io.proleap.cobol.asg.metamodel.procedure.NotOnOverflowPhrase": 7, + "io.proleap.cobol.asg.metamodel.procedure.NotOnSizeErrorPhrase": 14, + "io.proleap.cobol.asg.metamodel.procedure.OnExceptionClause": 12, + "io.proleap.cobol.asg.metamodel.procedure.OnOverflowPhrase": 9, + "io.proleap.cobol.asg.metamodel.procedure.OnSizeErrorPhrase": 14, + "io.proleap.cobol.asg.metamodel.procedure.accept.AcceptStatement.AcceptType": 1, + "io.proleap.cobol.asg.metamodel.procedure.accept.impl.AcceptStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.add.impl.AddStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.alter.impl.AlterStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.call.impl.CallStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.cancel.impl.CancelStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.close.impl.CloseStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.compute.impl.ComputeStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.continuestmt.impl.ContinueStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.delete.impl.DeleteStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.disable.impl.DisableStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.display.impl.DisplayStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.divide.impl.DivideStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.enable.impl.EnableStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.entry.impl.EntryStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.evaluate.impl.EvaluateStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.execcics.impl.ExecCicsStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.execsql.impl.ExecSqlStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.execsqlims.impl.ExecSqlImsStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.exhibit.impl.ExhibitStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.exit.impl.ExitStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.generate.impl.GenerateStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.goback.impl.GobackStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.gotostmt.impl.GoToStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.ifstmt.impl.IfStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.impl.AtEndPhraseImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.impl.InvalidKeyPhraseImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.impl.NotAtEndPhraseImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.impl.NotInvalidKeyPhraseImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.impl.NotOnExceptionClauseImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.impl.NotOnOverflowPhraseImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.impl.NotOnSizeErrorPhraseImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.impl.OnExceptionClauseImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.impl.OnOverflowPhraseImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.impl.OnSizeErrorPhraseImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.initialize.impl.InitializeStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.initiate.impl.InitiateStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.inspect.impl.InspectStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.merge.impl.MergeStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.move.impl.MoveStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.multiply.impl.MultiplyStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.open.impl.OpenStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.perform.impl.PerformStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.purge.impl.PurgeStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.read.impl.ReadStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.receive.impl.ReceiveStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.release.impl.ReleaseStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.returnstmt.impl.ReturnStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.rewrite.impl.RewriteStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.search.impl.SearchStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.send.impl.SendStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.set.impl.SetStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.sort.impl.SortStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.start.impl.StartStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.stop.StopStatement.StopType": 3, + "io.proleap.cobol.asg.metamodel.procedure.stop.impl.StopStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.string.impl.StringStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.subtract.impl.SubtractStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.terminate.impl.TerminateStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.unstring.impl.UnstringStatementImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.write.AtEndOfPagePhrase": 4, + "io.proleap.cobol.asg.metamodel.procedure.write.NotAtEndOfPagePhrase": 4, + "io.proleap.cobol.asg.metamodel.procedure.write.impl.AtEndOfPagePhraseImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.write.impl.NotAtEndOfPagePhraseImpl": 1, + "io.proleap.cobol.asg.metamodel.procedure.write.impl.WriteStatementImpl": 1, + "io.proleap.cobol.CobolParser.CallByReferenceContext": 1, + "io.proleap.cobol.CobolParser.CallByValueContext": 1, + "io.proleap.cobol.CobolParser.ParagraphContext": 6, + "io.proleap.cobol.CobolParser.ParagraphNameContext": 6, + "io.proleap.cobol.CobolParser.ProcedureDeclarativesContext": 3, + "io.proleap.cobol.CobolParser.ProcedureSectionContext": 4, + "io.proleap.cobol.asg.metamodel.procedure.declaratives.Declaratives": 4, + "io.proleap.cobol.CobolParser.CallByContentPhraseContext": 2, + "io.proleap.cobol.CobolParser.CallByReferencePhraseContext": 1, + "io.proleap.cobol.CobolParser.CallByValuePhraseContext": 1, + "io.proleap.cobol.CobolParser.AcceptFromDateStatementContext": 3, + "io.proleap.cobol.CobolParser.AcceptFromEscapeKeyStatementContext": 3, + "io.proleap.cobol.CobolParser.AcceptFromMnemonicStatementContext": 3, + "io.proleap.cobol.CobolParser.AcceptMessageCountStatementContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.accept.AcceptFromDateStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.accept.AcceptFromEscapeKeyStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.accept.AcceptFromMnemonicStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.accept.AcceptMessageCountStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.StatementType": 50, + "io.proleap.cobol.asg.metamodel.procedure.StatementTypeEnum": 149, + "io.proleap.cobol.asg.metamodel.procedure.accept.AcceptFromDateStatement.DateType": 1, + "io.proleap.cobol.asg.metamodel.procedure.impl.StatementImpl": 50, + "io.proleap.cobol.CobolParser.AddCorrespondingStatementContext": 3, + "io.proleap.cobol.CobolParser.AddToGivingStatementContext": 3, + "io.proleap.cobol.CobolParser.AddToStatementContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.add.AddCorrespondingStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.add.To": 3, + "io.proleap.cobol.CobolParser.AddFromContext": 1, + "io.proleap.cobol.CobolParser.AddGivingContext": 1, + "io.proleap.cobol.CobolParser.AddToContext": 1, + "io.proleap.cobol.CobolParser.AddToGivingContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.add.AddToGivingStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.add.AddToStatement": 2, + "io.proleap.cobol.asg.metamodel.procedure.add.From": 4, + "io.proleap.cobol.asg.metamodel.procedure.add.Giving": 3, + "io.proleap.cobol.asg.metamodel.procedure.add.ToGiving": 4, + "io.proleap.cobol.CobolParser.WriteFromPhraseContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.write.From": 4, + "io.proleap.cobol.CobolParser.SubtractGivingContext": 4, + "io.proleap.cobol.asg.metamodel.procedure.subtract.Giving": 3, + "io.proleap.cobol.asg.metamodel.procedure.alter.ProceedTo": 3, + "io.proleap.cobol.CobolParser.CallByContentContext": 3, + "io.proleap.cobol.CobolParser.CallGivingPhraseContext": 2, + "io.proleap.cobol.CobolParser.CallUsingPhraseContext": 2, + "io.proleap.cobol.CobolParser.SortGivingContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.call.ByContent": 3, + "io.proleap.cobol.asg.metamodel.procedure.call.ByContentPhrase": 2, + "io.proleap.cobol.CobolParser.ProcedureDivisionByReferenceContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.ByReference": 3, + "io.proleap.cobol.CobolParser.ProcedureDivisionByReferencePhraseContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.ByReferencePhrase": 3, + "io.proleap.cobol.CobolParser.ProcedureDivisionByValueContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.ByValue": 3, + "io.proleap.cobol.CobolParser.ProcedureDivisionByValuePhraseContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.ByValuePhrase": 3, + "io.proleap.cobol.CobolParser.CallUsingParameterContext": 1, + "io.proleap.cobol.asg.metamodel.procedure.call.GivingPhrase": 2, + "io.proleap.cobol.asg.metamodel.procedure.call.UsingPhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.sort.Giving": 2, + "io.proleap.cobol.asg.metamodel.procedure.sort.GivingPhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.sort.UsingPhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.cancel.CancelCall": 3, + "io.proleap.cobol.CobolParser.ClosePortFileIOStatementContext": 3, + "io.proleap.cobol.CobolParser.CloseReelUnitStatementContext": 3, + "io.proleap.cobol.CobolParser.CloseRelativeStatementContext": 3, + "io.proleap.cobol.CobolParser.ClosePortFileIOUsingContext": 4, + "io.proleap.cobol.CobolParser.ClosePortFileIOUsingAssociatedDataContext": 3, + "io.proleap.cobol.CobolParser.ClosePortFileIOUsingAssociatedDataLengthContext": 3, + "io.proleap.cobol.CobolParser.ClosePortFileIOUsingCloseDispositionContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.close.AssociatedDataLengthPhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.close.AssociatedDataPhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.close.CloseDispositionPhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.close.CloseFile": 4, + "io.proleap.cobol.asg.metamodel.procedure.close.ClosePortFileIoStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.close.CloseReelUnitStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.close.CloseRelativeStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.close.Using": 3, + "io.proleap.cobol.asg.metamodel.procedure.compute.Store": 2, + "io.proleap.cobol.CobolParser.ProcedureSectionHeaderContext": 4, + "io.proleap.cobol.CobolParser.UseStatementContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.use.UseStatement": 4, + "io.proleap.cobol.CobolParser.ProcedureDeclarativeContext": 4, + "io.proleap.cobol.asg.metamodel.procedure.declaratives.Declarative": 3, + "io.proleap.cobol.asg.metamodel.procedure.declaratives.SectionHeader": 2, + "io.proleap.cobol.asg.metamodel.procedure.use.impl.UseStatementImpl": 1, + "io.proleap.cobol.CobolParser.DisplayAtContext": 3, + "io.proleap.cobol.CobolParser.DisplayUponContext": 3, + "io.proleap.cobol.CobolParser.DisplayWithContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.display.At": 2, + "io.proleap.cobol.asg.metamodel.procedure.display.Operand": 5, + "io.proleap.cobol.asg.metamodel.procedure.display.Upon": 2, + "io.proleap.cobol.asg.metamodel.procedure.display.With": 1, + "io.proleap.cobol.asg.metamodel.procedure.exhibit.Operand": 3, + "io.proleap.cobol.CobolParser.SendWithPhraseContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.send.With": 3, + "io.proleap.cobol.CobolParser.DivideGivingPhraseContext": 4, + "io.proleap.cobol.CobolParser.DivideIntoContext": 3, + "io.proleap.cobol.CobolParser.DivideByGivingStatementContext": 3, + "io.proleap.cobol.CobolParser.DivideIntoGivingStatementContext": 3, + "io.proleap.cobol.CobolParser.DivideIntoStatementContext": 3, + "io.proleap.cobol.CobolParser.DivideRemainderContext": 3, + "io.proleap.cobol.CobolParser.UnstringCountInContext": 3, + "io.proleap.cobol.CobolParser.UnstringDelimiterInContext": 3, + "io.proleap.cobol.CobolParser.DivideGivingContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.divide.DivideByGivingStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.divide.GivingPhrase": 2, + "io.proleap.cobol.asg.metamodel.procedure.divide.DivideIntoGivingStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.divide.DivideIntoStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.divide.Into": 2, + "io.proleap.cobol.asg.metamodel.procedure.divide.Remainder": 3, + "io.proleap.cobol.CobolParser.UnstringIntoContext": 4, + "io.proleap.cobol.asg.metamodel.procedure.unstring.CountIn": 3, + "io.proleap.cobol.asg.metamodel.procedure.unstring.DelimiterIn": 3, + "io.proleap.cobol.asg.metamodel.procedure.unstring.Into": 2, + "io.proleap.cobol.CobolParser.EvaluateConditionContext": 4, + "io.proleap.cobol.CobolParser.EvaluateThroughContext": 3, + "io.proleap.cobol.CobolParser.EvaluateValueContext": 4, + "io.proleap.cobol.CobolParser.EvaluateSelectContext": 3, + "io.proleap.cobol.CobolParser.EvaluateWhenOtherContext": 3, + "io.proleap.cobol.CobolParser.EvaluateAlsoConditionContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.evaluate.AlsoCondition": 2, + "io.proleap.cobol.asg.metamodel.procedure.evaluate.Condition": 3, + "io.proleap.cobol.asg.metamodel.procedure.evaluate.AlsoSelect": 3, + "io.proleap.cobol.asg.metamodel.procedure.evaluate.Select": 5, + "io.proleap.cobol.asg.metamodel.procedure.evaluate.Through": 3, + "io.proleap.cobol.asg.metamodel.procedure.evaluate.Value": 3, + "io.proleap.cobol.CobolParser.EvaluateWhenContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.evaluate.WhenOther": 4, + "io.proleap.cobol.asg.metamodel.procedure.evaluate.WhenPhrase": 3, + "io.proleap.cobol.CobolParser.SetToValueContext": 4, + "io.proleap.cobol.asg.metamodel.procedure.set.Value": 3, + "io.proleap.cobol.asg.metamodel.impl.ScopeImpl": 23, + "io.proleap.cobol.asg.metamodel.procedure.search.WhenPhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.evaluate.When": 2, + "io.proleap.cobol.CobolParser.GoToDependingOnStatementContext": 3, + "io.proleap.cobol.CobolParser.GoToStatementSimpleContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.gotostmt.DependingOnPhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.gotostmt.Simple": 3, + "io.proleap.cobol.CobolParser.IfElseContext": 3, + "io.proleap.cobol.CobolParser.IfThenContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.ifstmt.Else": 3, + "io.proleap.cobol.asg.metamodel.procedure.ifstmt.Then": 9, + "io.proleap.cobol.asg.metamodel.procedure.ParagraphName": 4, + "io.proleap.cobol.asg.metamodel.procedure.ParagraphsSymbolTableEntry": 3, + "io.proleap.cobol.asg.metamodel.procedure.SectionsSymbolTableEntry": 2, + "io.proleap.cobol.asg.metamodel.procedure.declaratives.impl.DeclarativesImpl": 1, + "io.proleap.cobol.CobolParser.InitializeReplacingPhraseContext": 3, + "io.proleap.cobol.CobolParser.InitializeReplacingByContext": 3, + "io.proleap.cobol.CobolParser.SetByValueContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.set.By": 3, + "io.proleap.cobol.asg.metamodel.procedure.initialize.ReplacingPhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.initialize.By": 2, + "io.proleap.cobol.CobolParser.InspectBeforeAfterContext": 17, + "io.proleap.cobol.CobolParser.InspectAllLeadingContext": 4, + "io.proleap.cobol.CobolParser.InspectToContext": 2, + "io.proleap.cobol.CobolParser.InspectAllLeadingsContext": 4, + "io.proleap.cobol.CobolParser.InspectCharactersContext": 4, + "io.proleap.cobol.CobolParser.InspectConvertingPhraseContext": 3, + "io.proleap.cobol.CobolParser.InspectReplacingPhraseContext": 5, + "io.proleap.cobol.CobolParser.InspectTallyingPhraseContext": 3, + "io.proleap.cobol.CobolParser.InspectTallyingReplacingPhraseContext": 3, + "io.proleap.cobol.CobolParser.InspectReplacingAllLeadingsContext": 5, + "io.proleap.cobol.CobolParser.InspectReplacingCharactersContext": 5, + "io.proleap.cobol.CobolParser.InspectByContext": 5, + "io.proleap.cobol.CobolParser.InspectReplacingAllLeadingContext": 4, + "io.proleap.cobol.CobolParser.InspectForContext": 7, + "io.proleap.cobol.asg.metamodel.procedure.inspect.AllLeading": 4, + "io.proleap.cobol.asg.metamodel.procedure.inspect.BeforeAfterPhrase": 11, + "io.proleap.cobol.asg.metamodel.procedure.inspect.AllLeadingPhrase": 4, + "io.proleap.cobol.asg.metamodel.procedure.inspect.Characters": 4, + "io.proleap.cobol.asg.metamodel.procedure.inspect.Converting": 3, + "io.proleap.cobol.asg.metamodel.procedure.inspect.To": 2, + "io.proleap.cobol.asg.metamodel.procedure.inspect.For": 6, + "io.proleap.cobol.asg.metamodel.procedure.inspect.By": 3, + "io.proleap.cobol.asg.metamodel.procedure.inspect.Replacing": 5, + "io.proleap.cobol.asg.metamodel.procedure.inspect.Tallying": 3, + "io.proleap.cobol.asg.metamodel.procedure.inspect.TallyingReplacing": 3, + "io.proleap.cobol.asg.metamodel.procedure.inspect.ReplacingAllLeading": 4, + "io.proleap.cobol.asg.metamodel.procedure.inspect.ReplacingAllLeadings": 4, + "io.proleap.cobol.asg.metamodel.procedure.inspect.ReplacingCharacters": 4, + "io.proleap.cobol.CobolParser.MergeCollatingAlphanumericContext": 1, + "io.proleap.cobol.CobolParser.MergeCollatingNationalContext": 1, + "io.proleap.cobol.CobolParser.MergeCollatingSequencePhraseContext": 2, + "io.proleap.cobol.CobolParser.MergeOutputProcedurePhraseContext": 3, + "io.proleap.cobol.CobolParser.MergeOutputThroughContext": 2, + "io.proleap.cobol.CobolParser.SortCollatingAlphanumericContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.sort.Alphanumeric": 3, + "io.proleap.cobol.CobolParser.SortCollatingNationalContext": 3, + "io.proleap.cobol.CobolParser.SortCollatingSequencePhraseContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.sort.CollatingSequence": 3, + "io.proleap.cobol.asg.metamodel.procedure.sort.National": 3, + "io.proleap.cobol.CobolParser.MergeGivingContext": 1, + "io.proleap.cobol.asg.metamodel.procedure.merge.CollatingSequencePhrase": 2, + "io.proleap.cobol.asg.metamodel.procedure.merge.GivingPhrase": 2, + "io.proleap.cobol.asg.metamodel.procedure.merge.OnKey": 2, + "io.proleap.cobol.asg.metamodel.procedure.merge.OutputProcedurePhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.merge.OutputThrough": 3, + "io.proleap.cobol.asg.metamodel.procedure.merge.UsingPhrase": 2, + "io.proleap.cobol.asg.metamodel.procedure.sort.OnKey": 3, + "io.proleap.cobol.CobolParser.SortOutputThroughContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.sort.OutputThrough": 4, + "io.proleap.cobol.CobolParser.MoveCorrespondingToSendingAreaContext": 3, + "io.proleap.cobol.CobolParser.MoveCorrespondingToStatementContext": 3, + "io.proleap.cobol.CobolParser.MoveToStatementContext": 3, + "io.proleap.cobol.CobolParser.MoveToSendingAreaContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.move.MoveCorrespondingToSendingArea": 3, + "io.proleap.cobol.asg.metamodel.procedure.move.MoveCorrespondingToStatetement": 3, + "io.proleap.cobol.asg.metamodel.procedure.move.MoveToStatement": 6, + "io.proleap.cobol.asg.metamodel.procedure.move.MoveToSendingArea": 6, + "io.proleap.cobol.CobolParser.MultiplyGivingContext": 2, + "io.proleap.cobol.CobolParser.MultiplyRegularContext": 2, + "io.proleap.cobol.CobolParser.MultiplyRegularOperandContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.multiply.ByOperand": 2, + "io.proleap.cobol.CobolParser.PerformByContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.perform.ByPhrase": 5, + "io.proleap.cobol.CobolParser.MultiplyGivingOperandContext": 1, + "io.proleap.cobol.asg.metamodel.procedure.multiply.GivingOperand": 2, + "io.proleap.cobol.CobolParser.MultiplyGivingResultContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.multiply.GivingResult": 2, + "io.proleap.cobol.asg.metamodel.procedure.multiply.ByPhrase": 2, + "io.proleap.cobol.asg.metamodel.procedure.multiply.GivingPhrase": 2, + "io.proleap.cobol.CobolParser.OpenInputContext": 4, + "io.proleap.cobol.CobolParser.OpenOutputContext": 4, + "io.proleap.cobol.asg.metamodel.procedure.open.ExtendPhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.open.Input": 4, + "io.proleap.cobol.asg.metamodel.procedure.open.InputOutputPhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.open.InputPhrase": 4, + "io.proleap.cobol.asg.metamodel.procedure.open.OutputPhrase": 4, + "io.proleap.cobol.asg.metamodel.procedure.open.Output": 4, + "io.proleap.cobol.CobolParser.PerformVaryingPhraseContext": 5, + "io.proleap.cobol.CobolParser.PerformTypeContext": 5, + "io.proleap.cobol.CobolParser.PerformInlineStatementContext": 3, + "io.proleap.cobol.CobolParser.PerformProcedureStatementContext": 3, + "io.proleap.cobol.CobolParser.PerformTimesContext": 3, + "io.proleap.cobol.CobolParser.PerformUntilContext": 4, + "io.proleap.cobol.CobolParser.PerformVaryingContext": 2, + "io.proleap.cobol.CobolParser.PerformTestClauseContext": 4, + "io.proleap.cobol.CobolParser.PerformVaryingClauseContext": 2, + "io.proleap.cobol.CobolParser.PerformAfterContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.perform.After": 2, + "io.proleap.cobol.asg.metamodel.procedure.perform.VaryingPhrase": 6, + "io.proleap.cobol.CobolParser.PerformFromContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.perform.FromPhrase": 5, + "io.proleap.cobol.asg.metamodel.procedure.perform.PerformInlineStatement": 7, + "io.proleap.cobol.asg.metamodel.procedure.perform.PerformType": 11, + "io.proleap.cobol.asg.metamodel.procedure.perform.PerformProcedureStatement": 8, + "io.proleap.cobol.asg.metamodel.procedure.perform.Times": 4, + "io.proleap.cobol.asg.metamodel.procedure.perform.Until": 8, + "io.proleap.cobol.asg.metamodel.procedure.perform.Varying": 5, + "io.proleap.cobol.asg.metamodel.procedure.perform.TestClause": 6, + "io.proleap.cobol.asg.metamodel.procedure.perform.VaryingClause": 4, + "io.proleap.cobol.CobolParser.SearchVaryingContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.search.VaryingPhrase": 3, + "io.proleap.cobol.CobolParser.ReadIntoContext": 2, + "io.proleap.cobol.CobolParser.ReadKeyContext": 2, + "io.proleap.cobol.CobolParser.ReadWithContext": 2, + "io.proleap.cobol.CobolParser.StartKeyContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.start.Key": 3, + "io.proleap.cobol.asg.metamodel.procedure.read.Into": 2, + "io.proleap.cobol.asg.metamodel.procedure.read.Key": 2, + "io.proleap.cobol.asg.metamodel.procedure.read.With": 2, + "io.proleap.cobol.CobolParser.ReceiveBeforeContext": 4, + "io.proleap.cobol.CobolParser.ReceiveFromContext": 2, + "io.proleap.cobol.CobolParser.ReceiveSizeContext": 4, + "io.proleap.cobol.CobolParser.ReceiveStatusContext": 4, + "io.proleap.cobol.CobolParser.ReceiveThreadContext": 4, + "io.proleap.cobol.CobolParser.ReceiveWithContext": 3, + "io.proleap.cobol.CobolParser.ReceiveNoDataContext": 3, + "io.proleap.cobol.CobolParser.ReceiveWithDataContext": 3, + "io.proleap.cobol.CobolParser.ReceiveFromStatementContext": 3, + "io.proleap.cobol.CobolParser.ReceiveIntoStatementContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.receive.Before": 2, + "io.proleap.cobol.asg.metamodel.procedure.receive.NoData": 3, + "io.proleap.cobol.asg.metamodel.procedure.receive.From": 2, + "io.proleap.cobol.asg.metamodel.procedure.receive.ReceiveFromStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.receive.Size": 3, + "io.proleap.cobol.asg.metamodel.procedure.receive.Status": 3, + "io.proleap.cobol.asg.metamodel.procedure.receive.Thread": 3, + "io.proleap.cobol.asg.metamodel.procedure.receive.With": 2, + "io.proleap.cobol.asg.metamodel.procedure.receive.ReceiveIntoStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.receive.WithData": 3, + "io.proleap.cobol.CobolParser.ReturnIntoContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.returnstmt.Into": 2, + "io.proleap.cobol.CobolParser.RewriteFromContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.rewrite.From": 2, + "io.proleap.cobol.CobolParser.SendAdvancingLinesContext": 2, + "io.proleap.cobol.CobolParser.SendAdvancingMnemonicContext": 2, + "io.proleap.cobol.CobolParser.SendStatementAsyncContext": 3, + "io.proleap.cobol.CobolParser.SendStatementSyncContext": 3, + "io.proleap.cobol.CobolParser.SendAdvancingPhraseContext": 3, + "io.proleap.cobol.CobolParser.SendFromPhraseContext": 2, + "io.proleap.cobol.asg.metamodel.procedure.send.Advancing": 3, + "io.proleap.cobol.asg.metamodel.procedure.send.AdvancingLines": 2, + "io.proleap.cobol.asg.metamodel.procedure.send.AdvancingMnemonic": 1, + "io.proleap.cobol.CobolParser.WriteAdvancingLinesContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.write.AdvancingLines": 3, + "io.proleap.cobol.CobolParser.WriteAdvancingMnemonicContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.write.AdvancingMnemonic": 2, + "io.proleap.cobol.asg.metamodel.procedure.send.Async": 3, + "io.proleap.cobol.asg.metamodel.procedure.send.Sync": 3, + "io.proleap.cobol.asg.metamodel.procedure.send.From": 2, + "io.proleap.cobol.CobolParser.SetUpDownByStatementContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.set.SetBy": 3, + "io.proleap.cobol.asg.metamodel.procedure.set.SetTo": 3, + "io.proleap.cobol.CobolParser.SortInputThroughContext": 3, + "io.proleap.cobol.CobolParser.SortDuplicatesPhraseContext": 3, + "io.proleap.cobol.CobolParser.SortInputProcedurePhraseContext": 3, + "io.proleap.cobol.CobolParser.SortOutputProcedurePhraseContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.sort.Duplicates": 3, + "io.proleap.cobol.asg.metamodel.procedure.sort.InputProcedure": 3, + "io.proleap.cobol.asg.metamodel.procedure.sort.InputThrough": 4, + "io.proleap.cobol.asg.metamodel.procedure.sort.OutputProcedure": 3, + "io.proleap.cobol.CobolParser.StopStatementGivingContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.stop.StopStatementGiving": 3, + "io.proleap.cobol.CobolParser.StringDelimitedByPhraseContext": 2, + "io.proleap.cobol.CobolParser.StringForPhraseContext": 3, + "io.proleap.cobol.CobolParser.StringIntoPhraseContext": 2, + "io.proleap.cobol.CobolParser.StringWithPointerPhraseContext": 2, + "io.proleap.cobol.CobolParser.UnstringDelimitedByPhraseContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.unstring.DelimitedByPhrase": 3, + "io.proleap.cobol.asg.metamodel.procedure.string.ForPhrase": 2, + "io.proleap.cobol.CobolParser.UnstringIntoPhraseContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.unstring.IntoPhrase": 4, + "io.proleap.cobol.asg.metamodel.procedure.string.DelimitedByPhrase": 1, + "io.proleap.cobol.asg.metamodel.procedure.string.Sendings": 2, + "io.proleap.cobol.CobolParser.StringSendingContext": 1, + "io.proleap.cobol.asg.metamodel.procedure.string.IntoPhrase": 1, + "io.proleap.cobol.asg.metamodel.procedure.string.WithPointerPhrase": 1, + "io.proleap.cobol.CobolParser.UnstringWithPointerPhraseContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.unstring.WithPointerPhrase": 3, + "io.proleap.cobol.CobolParser.SubtractMinuendCorrespondingContext": 3, + "io.proleap.cobol.CobolParser.SubtractMinuendGivingContext": 3, + "io.proleap.cobol.CobolParser.SubtractSubtrahendContext": 6, + "io.proleap.cobol.CobolParser.SubtractMinuendContext": 4, + "io.proleap.cobol.CobolParser.SubtractCorrespondingStatementContext": 3, + "io.proleap.cobol.CobolParser.SubtractFromGivingStatementContext": 3, + "io.proleap.cobol.CobolParser.SubtractFromStatementContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.subtract.MinuendCorresponding": 3, + "io.proleap.cobol.asg.metamodel.procedure.subtract.MinuendGiving": 3, + "io.proleap.cobol.asg.metamodel.procedure.subtract.Minuend": 3, + "io.proleap.cobol.asg.metamodel.procedure.subtract.SubtractCorrespondingStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.subtract.SubtractFromGivingStatement": 3, + "io.proleap.cobol.asg.metamodel.procedure.subtract.Subtrahend": 5, + "io.proleap.cobol.asg.metamodel.procedure.subtract.SubtractFromStatement": 3, + "io.proleap.cobol.CobolParser.UnstringOrAllPhraseContext": 4, + "io.proleap.cobol.CobolParser.UnstringSendingPhraseContext": 3, + "io.proleap.cobol.CobolParser.UnstringTallyingPhraseContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.unstring.OrAll": 3, + "io.proleap.cobol.asg.metamodel.procedure.unstring.Sending": 4, + "io.proleap.cobol.asg.metamodel.procedure.unstring.TallyingPhrase": 3, + "io.proleap.cobol.CobolParser.UseAfterOnContext": 3, + "io.proleap.cobol.CobolParser.UseDebugOnContext": 4, + "io.proleap.cobol.CobolParser.UseAfterClauseContext": 3, + "io.proleap.cobol.CobolParser.UseDebugClauseContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.use.AfterOn": 2, + "io.proleap.cobol.asg.metamodel.procedure.use.DebugOn": 3, + "io.proleap.cobol.asg.metamodel.procedure.use.UseAfterStatement": 2, + "io.proleap.cobol.asg.metamodel.procedure.use.UseDebugStatement": 3, + "io.proleap.cobol.CobolParser.WriteAdvancingPhraseContext": 3, + "io.proleap.cobol.asg.metamodel.procedure.write.AdvancingPhrase": 3, + "io.proleap.cobol.CobolParser.MultDivsContext": 5, + "io.proleap.cobol.asg.metamodel.valuestmt.arithmetic.MultDivs": 9, + "io.proleap.cobol.asg.metamodel.valuestmt.arithmetic.PlusMinus": 3, + "io.proleap.cobol.CobolParser.CombinableConditionContext": 5, + "io.proleap.cobol.asg.metamodel.valuestmt.condition.AndOrCondition": 5, + "io.proleap.cobol.asg.metamodel.valuestmt.condition.CombinableCondition": 12, + "io.proleap.cobol.CobolParser.RelationArithmeticComparisonContext": 3, + "io.proleap.cobol.CobolParser.RelationCombinedComparisonContext": 3, + "io.proleap.cobol.CobolParser.RelationSignConditionContext": 3, + "io.proleap.cobol.asg.metamodel.valuestmt.relation.ArithmeticComparison": 9, + "io.proleap.cobol.asg.metamodel.valuestmt.relation.CombinedComparison": 3, + "io.proleap.cobol.asg.metamodel.valuestmt.relation.SignCondition": 3, + "io.proleap.cobol.CobolParser.PowersContext": 5, + "io.proleap.cobol.CobolParser.MultDivContext": 5, + "io.proleap.cobol.CobolParser.BasisContext": 5, + "io.proleap.cobol.CobolParser.PowerContext": 5, + "io.proleap.cobol.asg.metamodel.valuestmt.arithmetic.Basis": 8, + "io.proleap.cobol.asg.metamodel.valuestmt.impl.ValueStmtImpl": 16, + "io.proleap.cobol.asg.metamodel.valuestmt.arithmetic.MultDiv": 2, + "io.proleap.cobol.asg.metamodel.valuestmt.arithmetic.Powers": 8, + "io.proleap.cobol.asg.metamodel.valuestmt.arithmetic.Power": 2, + "io.proleap.cobol.CobolParser.AbbreviationContext": 5, + "io.proleap.cobol.asg.metamodel.valuestmt.relation.Abbreviation": 3, + "io.proleap.cobol.CobolParser.SimpleConditionContext": 3, + "io.proleap.cobol.CobolParser.ConditionNameSubscriptReferenceContext": 4, + "io.proleap.cobol.CobolParser.InDataContext": 5, + "io.proleap.cobol.CobolParser.InFileContext": 3, + "io.proleap.cobol.CobolParser.InMnemonicContext": 4, + "io.proleap.cobol.asg.metamodel.valuestmt.in.InData": 3, + "io.proleap.cobol.asg.metamodel.valuestmt.in.InFile": 3, + "io.proleap.cobol.asg.metamodel.valuestmt.in.InMnemonic": 3, + "io.proleap.cobol.CobolParser.ClassConditionContext": 3, + "io.proleap.cobol.CobolParser.ConditionNameReferenceContext": 3, + "io.proleap.cobol.asg.metamodel.valuestmt.relation.impl.AbbreviationImpl": 1, + "io.proleap.cobol.asg.metamodel.valuestmt.condition.ClassCondition": 2, + "io.proleap.cobol.asg.metamodel.valuestmt.condition.SimpleCondition": 10, + "io.proleap.cobol.asg.metamodel.valuestmt.condition.ConditionNameReference": 4, + "io.proleap.cobol.asg.metamodel.valuestmt.condition.ConditionNameSubscriptReference": 2, + "io.proleap.cobol.asg.metamodel.valuestmt.in.impl.InDataImpl": 1, + "io.proleap.cobol.asg.metamodel.valuestmt.in.impl.InFileImpl": 1, + "io.proleap.cobol.asg.metamodel.valuestmt.in.impl.InMnemonicImpl": 1, + "io.proleap.cobol.CobolParser.ArgumentContext": 1, + "io.proleap.cobol.asg.metamodel.valuestmt.Argument": 1, + "io.proleap.cobol.asg.metamodel.valuestmt.arithmetic.impl.MultDivsImpl": 1, + "io.proleap.cobol.asg.metamodel.valuestmt.arithmetic.impl.PlusMinusImpl": 1, + "io.proleap.cobol.asg.metamodel.valuestmt.condition.impl.AndOrConditionImpl": 1, + "io.proleap.cobol.asg.metamodel.valuestmt.condition.impl.CombinableConditionImpl": 1, + 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compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an “AS IS” BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +################################################################################ + +import numpy as np +import matplotlib.pyplot as plt +import json +import os + +def process_and_save(value_counts, metric_name, output_data): + # Separate numeric keys, skipping "0" + numeric_keys = {} + + for k, v in value_counts.items(): + if k == "0": # Skip the key "0" + continue + try: + numeric_keys[float(k)] = v # Try converting key to float + except ValueError: + continue # Skip non-numeric keys + + # Sort numeric keys + keys = np.array(list(numeric_keys.keys())) + counts = np.array([numeric_keys[key] for key in keys]) + + sorted_indices = np.argsort(keys) + keys = keys[sorted_indices] + counts = counts[sorted_indices] + + # Calculate PDF + total_count = np.sum(counts) + pdf = counts / total_count + + # Calculate CDF + cdf = np.cumsum(pdf) + + # Save the data points + output_data[f"value_count_{metric_name}_pdf"] = {str(k): p for k, p in zip(keys, pdf)} + output_data[f"value_count_{metric_name}_cdf"] = {str(k): c for k, c in zip(keys, cdf)} + + # Plot Distribution, PDF, and CDF + plt.figure(figsize=(15, 8)) + + # Distribution (Bar Plot) + plt.subplot(3, 1, 1) + plt.bar(keys, counts, width=0.4, color='skyblue', alpha=0.8) + plt.title(f"Distribution of {metric_name}") + plt.xlabel("Values") + plt.ylabel("Counts") + plt.grid(axis='y', linestyle='--', alpha=0.7) + + # PDF (Bar Plot) + plt.subplot(3, 1, 2) + plt.bar(keys, pdf, width=0.4, color='blue', alpha=0.7) + plt.title(f"PDF (Probability Density Function) of {metric_name}") + plt.xlabel("Values") + plt.ylabel("Probability") + plt.grid(axis='y', linestyle='--', alpha=0.7) + + # CDF (Line Plot) + plt.subplot(3, 1, 3) + plt.plot(keys, cdf, marker='o', color='orange', linewidth=2) + plt.title(f"CDF (Cumulative Distribution Function) of {metric_name}") + plt.xlabel("Values") + plt.ylabel("Cumulative Probability") + plt.grid(axis='y', linestyle='--', alpha=0.7) + + # Save plot as PNG + plt.tight_layout() + plt.savefig(f"{metric_name}_distribution.png") + plt.close() + +# Read JSON input +input_file = "aggregated_output.json" # Adjust path as needed +output_file = "report_stats_generation.json" # Output JSON file +with open(input_file, "r") as f: + data = json.load(f) + +# Metrics to process +metrics_to_process = {"CCR", "code_snippet_len", "avg_fn_len_in_snippet"} +output_data = {} + +# Process and save for selected metrics +for metric in data["metrics"]: + metric_name = metric["name"] + if metric_name in metrics_to_process: + value_counts = metric["value_counts"] + process_and_save(value_counts, metric_name.lower(), output_data) + +# Save processed data to JSON +with open(output_file, "w") as f: + json.dump(output_data, f, indent=4) + +print(f"Processed data points saved to {output_file}") diff --git a/transforms/code/code_profiler/python/test-data/expected/local/metadata.json b/transforms/code/code_profiler/python/test-data/expected/local/metadata.json index b7a119eb3..d8ab14844 100644 --- a/transforms/code/code_profiler/python/test-data/expected/local/metadata.json +++ b/transforms/code/code_profiler/python/test-data/expected/local/metadata.json @@ -5,18 +5,12 @@ "job name": "CodeProfiler", "job type": "pure python", "job id": "job_id", - "start_time": "2024-09-24 01:05:25", - "end_time": "2024-09-24 01:05:25", + "start_time": "2024-11-27 09:36:19", + "end_time": "2024-11-27 09:36:22", "status": "success" }, - "code": { - "github": "github", - "commit_hash": "12345", - "path": "path" - }, + "code": null, "job_input_params": { - "language": "Language", - "contents": "Contents", "checkpointing": false, "max_files": -1, "random_samples": -1, @@ -25,23 +19,30 @@ ], "num_processors": 0 }, + "execution_stats": { + "cpus": 0.1, + "gpus": 0, + "memory": 3.44, + "object_store": 0, + "execution time, min": 0.053 + }, "job_output_stats": { "source_files": 1, - "source_size": 56309, + "source_size": 37124, "result_files": 1, - "result_size": 103906, - "processing_time": 0.282, + "result_size": 64492, + "processing_time": 0.901, "source_documents": 5, - "result_documents": 6, - "source_doc_count": 1000, - "result_doc_count": 1000 + "result_documents": 11, + "source_doc_count": 500, + "result_doc_count": 500 }, "source": { - "name": "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/data-prep-kit/transforms/code/code_profiler/input", + "name": "/root/data-prep-kit/transforms/code/code_profiler/input", "type": "path" }, "target": { - "name": "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/data-prep-kit/transforms/code/code_profiler/output", + "name": "/root/data-prep-kit/transforms/code/code_profiler/output", "type": "path" } } \ No newline at end of file diff --git a/transforms/code/code_profiler/python/test-data/expected/local/uast_table_part_0.parquet b/transforms/code/code_profiler/python/test-data/expected/local/uast_table_part_0.parquet index 910e4cc03..3cc2f0cef 100644 Binary files a/transforms/code/code_profiler/python/test-data/expected/local/uast_table_part_0.parquet and b/transforms/code/code_profiler/python/test-data/expected/local/uast_table_part_0.parquet differ diff --git a/transforms/code/code_profiler/python/test-data/expected/metadata.json b/transforms/code/code_profiler/python/test-data/expected/metadata.json deleted file mode 100644 index b7a119eb3..000000000 --- a/transforms/code/code_profiler/python/test-data/expected/metadata.json +++ /dev/null @@ -1,47 +0,0 @@ -{ - "pipeline": "pipeline_id", - "job details": { - "job category": "preprocessing", - "job name": "CodeProfiler", - "job type": "pure python", - "job id": "job_id", - "start_time": "2024-09-24 01:05:25", - "end_time": "2024-09-24 01:05:25", - "status": "success" - }, - "code": { - "github": "github", - "commit_hash": "12345", - "path": "path" - }, - "job_input_params": { - "language": "Language", - "contents": "Contents", - "checkpointing": false, - "max_files": -1, - "random_samples": -1, - "files_to_use": [ - ".parquet" - ], - "num_processors": 0 - }, - "job_output_stats": { - "source_files": 1, - "source_size": 56309, - "result_files": 1, - "result_size": 103906, - "processing_time": 0.282, - "source_documents": 5, - "result_documents": 6, - "source_doc_count": 1000, - "result_doc_count": 1000 - }, - "source": { - "name": "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/data-prep-kit/transforms/code/code_profiler/input", - "type": "path" - }, - "target": { - "name": "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/data-prep-kit/transforms/code/code_profiler/output", - "type": "path" - } -} \ No newline at end of file diff --git a/transforms/code/code_profiler/python/test-data/expected/multi-package.parquet b/transforms/code/code_profiler/python/test-data/expected/multi-package.parquet deleted file mode 100644 index efc82e770..000000000 Binary files a/transforms/code/code_profiler/python/test-data/expected/multi-package.parquet and /dev/null differ diff --git a/transforms/code/code_profiler/python/test-data/expected/python/metadata.json b/transforms/code/code_profiler/python/test-data/expected/python/metadata.json index d7a8c1911..d8ab14844 100644 --- a/transforms/code/code_profiler/python/test-data/expected/python/metadata.json +++ b/transforms/code/code_profiler/python/test-data/expected/python/metadata.json @@ -5,14 +5,12 @@ "job name": "CodeProfiler", "job type": "pure python", "job id": "job_id", - "start_time": "2024-09-26 01:29:34", - "end_time": "2024-09-26 01:29:34", + "start_time": "2024-11-27 09:36:19", + "end_time": "2024-11-27 09:36:22", "status": "success" }, "code": null, "job_input_params": { - "language": "Language", - "contents": "Contents", "checkpointing": false, "max_files": -1, "random_samples": -1, @@ -21,23 +19,30 @@ ], "num_processors": 0 }, + "execution_stats": { + "cpus": 0.1, + "gpus": 0, + "memory": 3.44, + "object_store": 0, + "execution time, min": 0.053 + }, "job_output_stats": { "source_files": 1, - "source_size": 56309, + "source_size": 37124, "result_files": 1, - "result_size": 102574, - "processing_time": 0.203, + "result_size": 64492, + "processing_time": 0.901, "source_documents": 5, - "result_documents": 6, - "source_doc_count": 1000, - "result_doc_count": 1000 + "result_documents": 11, + "source_doc_count": 500, + "result_doc_count": 500 }, "source": { - "name": "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/data-prep-kit/transforms/code/code_profiler/input", + "name": "/root/data-prep-kit/transforms/code/code_profiler/input", "type": "path" }, "target": { - "name": "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/data-prep-kit/transforms/code/code_profiler/output", + "name": "/root/data-prep-kit/transforms/code/code_profiler/output", "type": "path" } } \ No newline at end of file diff --git a/transforms/code/code_profiler/python/test-data/expected/python/multi-package.parquet b/transforms/code/code_profiler/python/test-data/expected/python/multi-package.parquet index 910e4cc03..5d0baa494 100644 Binary files a/transforms/code/code_profiler/python/test-data/expected/python/multi-package.parquet and b/transforms/code/code_profiler/python/test-data/expected/python/multi-package.parquet differ diff --git a/transforms/code/code_profiler/python/test-data/expected/uast_table_part_0.parquet b/transforms/code/code_profiler/python/test-data/expected/uast_table_part_0.parquet deleted file mode 100644 index 247d63959..000000000 Binary files a/transforms/code/code_profiler/python/test-data/expected/uast_table_part_0.parquet and /dev/null differ diff --git a/transforms/code/code_profiler/python/test-data/input/data_profiler_params.json b/transforms/code/code_profiler/python/test-data/input/data_profiler_params.json index e7611b25b..6608d8619 100644 --- a/transforms/code/code_profiler/python/test-data/input/data_profiler_params.json +++ b/transforms/code/code_profiler/python/test-data/input/data_profiler_params.json @@ -1,6 +1,6 @@ { "input": "multi-package.parquet", "dynamic_schema_mapping": "True", - "contents": "Contents", - "language": "Language" + "contents": "contents", + "language": "language" } diff --git a/transforms/code/code_profiler/python/test-data/input/multi-package.parquet b/transforms/code/code_profiler/python/test-data/input/multi-package.parquet index fc96e51fa..6fadd3c04 100644 Binary files a/transforms/code/code_profiler/python/test-data/input/multi-package.parquet and b/transforms/code/code_profiler/python/test-data/input/multi-package.parquet differ diff --git a/transforms/code/code_profiler/python/test/test_code_profiler.py b/transforms/code/code_profiler/python/test/test_code_profiler.py index c23d8566f..ebd7dcb29 100644 --- a/transforms/code/code_profiler/python/test/test_code_profiler.py +++ b/transforms/code/code_profiler/python/test/test_code_profiler.py @@ -27,8 +27,9 @@ def get_test_transform_fixtures(self) -> list[tuple]: expected_dir = os.path.join(src_file_dir, "../test-data/expected/local") input_tables = get_tables_in_folder(input_dir) expected_tables = get_tables_in_folder(expected_dir) - expected_metadata_list = [{'result_documents': 6, 'source_documents': 5}, {}] - config = {"contents": "Contents", "language": "Language"} + expected_metadata_list = [{'result_documents': 11, 'source_documents': 5}, {}] + config = {"contents": "contents", "language": "language"} + fixtures = [ (CodeProfilerTransform(config), input_tables, expected_tables, expected_metadata_list), ] diff --git a/transforms/code/code_profiler/python/test/test_code_profiler_python.py b/transforms/code/code_profiler/python/test/test_code_profiler_python.py index 580649cad..35555a074 100644 --- a/transforms/code/code_profiler/python/test/test_code_profiler_python.py +++ b/transforms/code/code_profiler/python/test/test_code_profiler_python.py @@ -13,10 +13,10 @@ from data_processing.runtime.pure_python import PythonTransformLauncher from code_profiler_transform_python import CodeProfilerPythonTransformConfiguration -from data_processing.test_support import get_tables_in_folder from data_processing.test_support.launch.transform_test import ( AbstractTransformLauncherTest, ) + class TestCodeProfilerTransformPython(AbstractTransformLauncherTest): """ Extends the super-class to define the test data for the tests defined there. @@ -30,9 +30,9 @@ def get_test_transform_fixtures(self) -> list[tuple]: input_dir = os.path.join(src_file_dir, "../test-data/input") expected_dir = os.path.join(src_file_dir, "../test-data/expected/python") transform_config = { - "CodeProfiler_contents": "Contents", - "CodeProfiler_language": "Language", - } + "contents": "contents", + "language": "language"} + fixtures.append( ( launcher, diff --git a/transforms/code/code_profiler/ray/Makefile b/transforms/code/code_profiler/ray/Makefile index bf831d802..c028cdbe9 100644 --- a/transforms/code/code_profiler/ray/Makefile +++ b/transforms/code/code_profiler/ray/Makefile @@ -50,6 +50,8 @@ run-cli-sample: .transforms.run-cli-ray-sample run-local-sample: .transforms.run-local-ray-sample +run-s3-sample: .transforms.run-s3-ray-sample + minio-start: .minio-start kind-load-image:: .transforms.kind-load-image diff --git a/transforms/code/code_profiler/ray/README.md b/transforms/code/code_profiler/ray/README.md index f9a297d46..08ad591f7 100644 --- a/transforms/code/code_profiler/ray/README.md +++ b/transforms/code/code_profiler/ray/README.md @@ -17,6 +17,18 @@ the options provided by the [python launcher](../../../../data-processing-lib/doc/python-launcher-options.md). ### Running the samples + +The code profiler can be run on mach-arm64 and x86_64 host architecture. +Depending on your host architecture, please change the `RUNTIME_HOST_ARCH` in the Makefile. +``` +# values possible mach-arm64, x86_64 +export RUNTIME_HOST_ARCH=x86_64 +``` +If you are using mac, you may need to permit your Mac to load the .so from the security settings. Generally, you get the pop-up under the tab security while running the transform. + +![alt text](image.png) + + To run the samples, use the following `make` targets * `run-local-ray-sample` - runs src/code_profiler_local_ray.py diff --git a/transforms/code/code_profiler/ray/src/code_profiler_local_ray.py b/transforms/code/code_profiler/ray/src/code_profiler_local_ray.py index 3411eb396..93983ec66 100644 --- a/transforms/code/code_profiler/ray/src/code_profiler_local_ray.py +++ b/transforms/code/code_profiler/ray/src/code_profiler_local_ray.py @@ -16,18 +16,16 @@ from data_processing_ray.runtime.ray import RayTransformLauncher from code_profiler_transform_ray import CodeProfilerRayTransformConfiguration -# Define default input and output directories relative to the script's location - # create parameters -input_folder = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", "test-data", "input")) -output_folder = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", "test-data", "expected")) +input_folder = os.path.abspath(os.path.join(os.path.dirname(__file__), "../", "../", "input")) +output_folder = os.path.abspath(os.path.join(os.path.dirname(__file__), "../", "../", "output")) # Create local configuration local_conf = { "input_folder": input_folder, "output_folder": output_folder, - "contents": "Contents", - "language": "Language" + "contents": "contents", + "language": "language" } worker_options = {"num_cpus": 1} # Code location and parameters @@ -39,7 +37,7 @@ "data_local_config": ParamsUtils.convert_to_ast(local_conf), # orchestrator "runtime_worker_options": ParamsUtils.convert_to_ast(worker_options), - "runtime_num_workers": 2, + "runtime_num_workers": 3, "runtime_pipeline_id": "pipeline_id", "runtime_job_id": "job_id", "runtime_creation_delay": 0, diff --git a/transforms/code/code_profiler/ray/src/code_profiler_s3_ray.py b/transforms/code/code_profiler/ray/src/code_profiler_s3_ray.py new file mode 100644 index 000000000..a603dbe16 --- /dev/null +++ b/transforms/code/code_profiler/ray/src/code_profiler_s3_ray.py @@ -0,0 +1,54 @@ +# (C) Copyright IBM Corp. 2024. +# Licensed under the Apache License, Version 2.0 (the “License”); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an “AS IS” BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +################################################################################ + +import os +import sys +from code_profiler_transform_ray import CodeProfilerRayTransformConfiguration +from data_processing.utils import ParamsUtils +from data_processing_ray.runtime.ray import RayTransformLauncher + +# create parameters +s3_cred = { + "access_key": "localminioaccesskey", + "secret_key": "localminiosecretkey", + "url": "http://localhost:9000", +} + +s3_conf = { + "input_folder": "../../input", + "output_folder": "../../output", +} + +worker_options = {"num_cpus": 1.1} +code_location = {"github": "github", "commit_hash": "12345", "path": "path"} + +params = { + # where to run + "run_locally": True, + # Data access. Only required parameters are specified + "data_s3_cred": ParamsUtils.convert_to_ast(s3_cred), + "data_s3_config": ParamsUtils.convert_to_ast(s3_conf), + # orchestrator + "runtime_worker_options": ParamsUtils.convert_to_ast(worker_options), + "runtime_num_workers": 20, + "runtime_pipeline_id": "pipeline_id", + "runtime_job_id": "job_id", + "runtime_creation_delay": 0, + "runtime_code_location": ParamsUtils.convert_to_ast(code_location), +} + +if __name__ == "__main__": + sys.argv = ParamsUtils.dict_to_req(d=(params)) + # create launcher + launcher = RayTransformLauncher(CodeProfilerRayTransformConfiguration()) + # launch + launcher.launch() diff --git a/transforms/code/code_profiler/ray/src/semantic-ruleset/ikb_model.csv b/transforms/code/code_profiler/ray/src/semantic-ruleset/ikb_model.csv new file mode 100644 index 000000000..88ba30a23 --- /dev/null +++ b/transforms/code/code_profiler/ray/src/semantic-ruleset/ikb_model.csv @@ -0,0 +1,1084 @@ +Library,Language,Category 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Data Structures +slint,Rust,Algorithms and Data Structures +qinpel-wiz,Rust,Algorithms and Data Structures +arc,Rust,Algorithms and Data Structures +cushy,Rust,Algorithms and Data Structures +tumblr/XExtensionItem,Objective-C,Algorithms and Data Structures +TBQuadTree,Objective-C,Algorithms and Data Structures +POSDataStructures,Objective-C,Algorithms and Data Structures +PESGraph,Objective-C,Algorithms and Data Structures +AFNetworking,Objective-C,Networking and Messaging +CocoaAsyncSocket,Objective-C,Networking and Messaging +Atlas,Objective-C,Graphical User Interface Design +RestKit,Objective-C,Web Development +SZServerTimeManager,Objective-C,Scheduling and Concurrency +CalendarLib,Objective-C,Scheduling and Concurrency +Selene,Objective-C,Security +ZMJGanttChart,Objective-C,Graphical User Interface Design +AWSCognitoIdentityProviderASF,Objective-C,Security +gObfuscator,Objective-C,Security +Lockbox,Objective-C,Security +STPrivilegedTask,Objective-C,IT Automation +vtx,Objective-C,Algorithms and Data Structures +ColendiWebViewSDK,Objective-C,Web Development +@abp/bootstrap-daterangepicker,Objective-C,Web Development +@abp/ng.oauth,Objective-C,Security +vMAT,Objective-C,Mathematics and Numerics +crlibm,Objective-C,Mathematics and Numerics +MCKNumerics,Objective-C,Mathematics and Numerics +ACMatrix,Objective-C,Mathematics and Numerics +DKDBManager,Objective-C,Database Management +FlexileDatabase,Objective-C,Database Management +KKDSqlite,Objective-C,Database Management +SNDBManager,Objective-C,Database Management +APSmartStorage,Objective-C,File Handling +zipzap,Objective-C,File Handling +AliyunOSSiOS,Objective-C,File Handling +YTKKeyValueStore,Objective-C,Data Serialization +github.com/github.com/CocoaLumberjack/CocoaLumberjack,Objective-C,Logging and Monitoring +VENVersionTracker,Objective-C,IT Automation +NSLogger,Objective-C,Logging and Monitoring +NetworkEye,Objective-C,Networking and Messaging +nq-test-react-native-maps,Objective-C,Graphical User Interface Design +KIF,Objective-C,Testing +facebookarchive/xctool,Objective-C,Code Analysis and Linting +xctool,Objective-C,Code Analysis and Linting +KRGreyTheory,Objective-C,Mathematics and Numerics +DataGrinch,Objective-C,Data Analysis +XsdaKit,Objective-C,Data Serialization +cordova-pgyer-dandelion,Objective-C,Web Development +sbjson,Objective-C,Data Serialization +FXParser,Objective-C,Data Analysis +CSV,Objective-C,Data Analysis +NSMutableData+MultipartFormData,Objective-C,File Handling +Masonry,Objective-C,Graphical User Interface Design +Chameleon,Objective-C,Graphical User Interface Design +Nimbus,Objective-C,Graphical User Interface Design +GPUImage,Objective-C,Graphical User Interface Design +infer,Objective-C,Code Analysis and Linting +OCLint,Objective-C,Code Analysis and Linting +sonatype,Objective-C,IT Automation +sigrid,Objective-C,IT Automation +fastlane,Objective-C,IT Automation +hammerspoon,Objective-C,Graphical User Interface Design +punic,Objective-C,IT Automation +jenkins-mobile-pipeline-shared-libraries,Objective-C,IT Automation +brotli,Ocaml,Data Compression +dtoa,Ocaml,Algorithms and Data Structures +bin_tree,Ocaml,Algorithms and Data Structures +base_trie,Ocaml,Algorithms and Data Structures +apero-net,Ocaml,Networking and Messaging +conduit,Ocaml,Networking and Messaging +netamqp,Ocaml,Networking and Messaging +posix-mqueue,Ocaml,File Handling +bap-primus-exploring-scheduler,Ocaml,Scheduling and Concurrency +builder,Ocaml,IT Automation +daypack-lib,Ocaml,Data Analysis +riot,Ocaml,Web Development +tls,Ocaml,Security +osx-acl,Ocaml,Security +content_security_policy,Ocaml,Security +aws-sts,Ocaml,Security +async_websocket,Ocaml,Web Development +benchpress-server,Ocaml,Web Development +builder-web,Ocaml,Web Development +cduce_ws,Ocaml,Web Development +posix-math,Ocaml,Mathematics and Numerics +smol,Ocaml,Data Serialization +crlibm,Ocaml,Mathematics and Numerics +lem,Ocaml,Code Analysis and Linting +caqti,Ocaml,Database Management +dbforge,Ocaml,Database Management +irmin,Ocaml,Database Management +links-mysql,Ocaml,Database Management +bitlib,Ocaml,Algorithms and Data Structures +chamelon,Ocaml,Web Development +fpath,Ocaml,File Handling +fileutils,Ocaml,File Handling +bolt,Ocaml,Algorithms and Data Structures +dolog,Ocaml,Logging and Monitoring +easy_logging,Ocaml,Logging and Monitoring +loga,Ocaml,Logging and Monitoring +bisect_ppx,Ocaml,Code Analysis and Linting +calli,Ocaml,Algorithms and Data Structures +clangml-transforms,Ocaml,Algorithms and Data Structures +dolmen_bin,Ocaml,Algorithms and Data Structures +base_quickcheck,Ocaml,Testing +caravan,Ocaml,Web Development +kaputt,Ocaml,Algorithms and Data Structures +ounit2,Ocaml,Testing +conformist,Ocaml,Code Analysis and Linting +dataframe,Ocaml,Data Analysis +dsfo,Ocaml,Data Analysis +llama_midi,Ocaml,Graphical User Interface Design +atdgen,Ocaml,Code Analysis and Linting +bitpack_serializer,Ocaml,Data Serialization +coq-serapi,Ocaml,Algorithms and Data Structures +grpc,Ocaml,Networking and Messaging +bap-build,Ocaml,IT Automation +argsh,Ocaml,IT Automation +conf-automake,Ocaml,IT Automation +dtools,Ocaml,IT Automation +bogue,Ocaml,Algorithms and Data Structures +unison-gui,Ocaml,Graphical User Interface Design +imguiml,Ocaml,Graphical User Interface Design +altgr-ergo,Ocaml,Algorithms and Data Structures +bk-tree,Haskell,Algorithms and Data Structures +algebraic-graphs,Haskell,Algorithms and Data Structures +recursion-schemes,Haskell,Algorithms and Data Structures +AvlTree,Haskell,Algorithms and Data Structures +grenade,Haskell,Security +network-conduit,Haskell,Networking and Messaging +streamly,Haskell,Algorithms and Data Structures +hedgehog,Haskell,Testing +haxl,Haskell,Web Development +amazonka-scheduler,Haskell,Scheduling and Concurrency +massiv-scheduler,Haskell,Scheduling and Concurrency +gogol-datafusion,Haskell,Data Analysis +tamarin-prover-theory,Haskell,Mathematics and Numerics +tamarin-prover,Haskell,Mathematics and Numerics +yst,Haskell,Data Analysis +fireward,Haskell,Security +snap-core,Haskell,Web Development +snap-server,Haskell,Web Development +gogol-pagespeed,Haskell,Web Development +gogol-indexing,Haskell,Data Analysis +pandoc,Haskell,Data Serialization +Agda,Haskell,Mathematics and Numerics +math-functions,Haskell,Mathematics and Numerics +commodities,Haskell,Data Analysis +gogol-spanner,Haskell,Database Management +gogol-sqladmin,Haskell,Database Management +gogol-datastore,Haskell,Database Management +dbmigrations,Haskell,Database Management +bytestring,Haskell,File Handling +io-streams,Haskell,File Handling +regions,Haskell,Algorithms and Data Structures +amazonka-kinesis-video-webrtc-storage,Haskell,Data Analysis +tensorflow-logging,Haskell,Logging and Monitoring +wai-extra,Haskell,Web Development +co-log,Haskell,Logging and Monitoring +gogol-cloudmonitoring,Haskell,IT Automation +pandoc,Haskell,Data Serialization +cassava,Haskell,Data Analysis +commonmark,Haskell,Data Serialization +auto,Haskell,Code Analysis and Linting +amazonka-devops-guru,Haskell,IT Automation +deptrack-devops,Haskell,IT Automation +gogol-testing,Haskell,Testing +LogicGrowsOnTrees,Haskell,Algorithms and Data Structures +gogol-datafusion,Haskell,Data Analysis +vty-ui,Haskell,Graphical User Interface Design +YampaSynth,Haskell,Algorithms and Data Structures +master-plan,Haskell,IT Automation +stan,Haskell,Data Analysis +hlint,Haskell,Code Analysis and Linting +liquidhaskell,Haskell,Code Analysis and Linting +ghc,Haskell,IT Automation +purescript,Haskell,Code Analysis and Linting +ghcide-test-utils,Haskell,Testing +hls-test-utils,Haskell,Testing +yesod-test,Haskell,Testing +statistics,Haskell,Mathematics and Numerics +statistics-skinny,Haskell,Mathematics and Numerics +ajhc,Haskell,Code Analysis and Linting +fortran-src,Haskell,Algorithms and Data Structures +BitVector,Nim,Algorithms and Data Structures +rbtree,Nim,Algorithms and Data Structures +binaryheap,Nim,Algorithms and Data Structures +algorithm,Nim,Algorithms and Data Structures +nativesockets,Nim,Networking and Messaging +net,Nim,Networking and Messaging +nimrdkafka,Nim,Networking and Messaging +mqtt,Nim,Networking and Messaging +monotimes,Nim,Scheduling and Concurrency +times,Nim,Scheduling and Concurrency +osproc,Nim,IT Automation +schedules,Nim,Scheduling and Concurrency +nimcrypt,Nim,Security +seccomp,Nim,Security +nimpass,Nim,Security +quickcrypt,Nim,Security +nerve,Nim,Networking and Messaging +palladian,Nim,Web Development +staticserver,Nim,Web Development +phoon,Nim,Web Development +seqmath,Nim,Mathematics and Numerics +extmath,Nim,Mathematics and Numerics +geometrymath,Nim,Mathematics and Numerics +neo,Nim,Database Management +niledb,Nim,Database Management +couchdb,Nim,Database Management +zfdbms,Nim,Database Management +pdba,Nim,Database Management +osfiles,Nim,File Handling +fileinput,Nim,File Handling +filetype,Nim,File Handling +stor,Nim,File Handling +octolog,Nim,Logging and Monitoring +morelogging,Nim,Logging and Monitoring +promexplorer,Nim,Data Analysis +metrics,Nim,Data Analysis +nimfmt,Nim,Code Analysis and Linting +coco,Nim,Code Analysis and Linting +treesitter,Nim,Code Analysis and Linting +nimalyzer,Nim,Code Analysis and Linting +testify,Nim,Testing +nimtest,Nim,Testing +testutils,Nim,Testing +halonium,Nim,Networking and Messaging +nimdata,Nim,Data Analysis +datamancer,Nim,Data Analysis +nimdataframe,Nim,Data Analysis +mpfit,Nim,Mathematics and Numerics +tomlserialization,Nim,Data Serialization +protobufserialization,Nim,Data Serialization +bson,Nim,Data Serialization +eminim,Nim,Algorithms and Data Structures +autome,Nim,IT Automation +monit,Nim,Logging and Monitoring +autonim,Nim,IT Automation +nake,Nim,IT Automation +nimblegui,Nim,Graphical User Interface Design +nigui,Nim,Graphical User Interface Design +sigui,Nim,Graphical User Interface Design +rdgui,Nim,Graphical User Interface Design +de.sciss:fingertree_2.11,Scala,Algorithms and Data Structures +org.scalameta:semanticdb-scalac-core_2.11.12,Scala,Code Analysis and Linting +org.axle-lang:axle-algorithms_2.11,Scala,Algorithms and Data Structures +de.sciss:strugatzki_2.10,Scala,Algorithms and Data Structures +org.apache.spark:spark-network-common_2.11,Scala,Networking and Messaging +com.github.molecule-labs:molecule-net_2.9.3,Scala,Networking and Messaging +org.elasticmq,Scala,Database Management +com.typesafe.akka:akka-stream_2.12,Scala,Networking and Messaging +com.miguno.akka:akka-mock-scheduler_2.11,Scala,Scheduling and Concurrency +com.enragedginger:akka-quartz-scheduler_2.11,Scala,Scheduling and Concurrency +edu.gemini:lucuma-typed-scheduler_sjs1_3,Scala,Scheduling and Concurrency +io.getkyo:kyo-scheduler_2.13,Scala,Scheduling and Concurrency +dev.zio:zio-json_3,Scala,Data Serialization +dev.zio:zio-json_2.12,Scala,Data Serialization +recheck,Scala,Code Analysis and Linting +org.beangle.security:beangle-security-core,Scala,Security +com.softwaremill.sttp:async-http-client-backend-future_2.12,Scala,Web Development +com.softwaremill.sttp:akka-http-backend_2.12,Scala,Web Development +com.eed3si9n:gigahorse-okhttp_2.12,Scala,Web Development +com.softwaremill.sttp.client3:slf4j-backend_2.12,Scala,Logging and Monitoring +com.github.vagmcs:optimus_2.11,Scala,Mathematics and Numerics +com.github.vagmcs:optimus-solver-oj_2.11,Scala,Mathematics and Numerics +io.github.scalamath:vecmatlib,Scala,Mathematics and Numerics +io.github.scalamath:cmplxlib,Scala,Mathematics and Numerics +com.typesafe.slick:slick_2.11,Scala,Database Management +org.tpolecat:doobie-core_2.12,Scala,Database Management +org.reactivemongo:reactivemongo_2.11,Scala,Database Management +org.tpolecat:doobie-postgres_2.12,Scala,Database Management +org.specs2:specs2_2.11,Scala,Testing +com.github.pathikrit:better-files_2.12,Scala,File Handling +com.github.scala-incubator.io:scala-io-file_2.10,Scala,File Handling +de.sciss:audiofile_2.11,Scala,Data Analysis +com.typesafe.scala-logging:scala-logging_2.12,Scala,Logging and Monitoring +com.typesafe.scala-logging:scala-logging-slf4j_2.11,Scala,Logging and Monitoring +org.clapper:grizzled-slf4j_2.11,Scala,Logging and Monitoring +com.outr:scribe_2.12,Scala,Data Serialization +org.psywerx.hairyfotr.linter,Scala,Code Analysis and Linting +scala.meta.parsers,Scala,Algorithms and Data Structures +org.scalastyle,Scala,Code Analysis and Linting +com.sksamuel.scapegoat,Scala,Code Analysis and Linting +org.scala-js:scalajs-test-bridge_2.13,Scala,Testing +org.scala-js:scalajs-test-interface_2.12,Scala,Testing +com.typesafe.play:play-test_2.11,Scala,Testing +org.scalatest:scalatest_2.9.1,Scala,Testing +org.finra.megasparkdiff:mega-spark-diff,Scala,Data Analysis +com.github.vicpara:exploratory-data-analysis_2.10,Scala,Data Analysis +org.emmalanguage:emma,Scala,Data Analysis +org.emmalanguage:emma-benchmarks,Scala,Data Analysis +org.simplex3d:simplex3d-data-format_2.10,Scala,Data Serialization +org.wvlet.airframe:airframe-tablet_2.13.0-RC2,Scala,Data Serialization +org.gnieh:fs2-data-text_2.13,Scala,Data Serialization +com.fasterxml.jackson.module:jackson-module-scala_2.12,Scala,Data Serialization +tech.orkestra:orkestra-core_sjs0.6_2.12,Scala,IT Automation +com.goyeau:orchestra-cron_2.12,Scala,Scheduling and Concurrency +com.aamend.spark:archetype,Scala,IT Automation +io.kevinlee:sbt-devoops-github-core_2.12_1.0,Scala,IT Automation +de.sciss:dotterweide-ui_2.11,Scala,Graphical User Interface Design +org.scala-lang.modules.scala-swing,Scala,Graphical User Interface Design +io.github.kacperfkorban.guinep-web,Scala,Web Development +io.github.mimoguz.layeredfonticon-core,Scala,Graphical User Interface Design +piecemeal,Dart,Algorithms and Data Structures +collection,Dart,Algorithms and Data Structures +pointycastle,Dart,Security +graphs,Dart,Algorithms and Data Structures +connectivity_plus,Dart,Networking and Messaging +cached_network_image,Dart,File Handling +connectivity,Dart,Networking and Messaging +firebase_messaging,Dart,Networking and Messaging +reflutter,Dart,Web Development +server_universe,Dart,Web Development +create-fullstack-app-cli,Dart,IT Automation +angel_graphql,Dart,Web Development +flutter_local_notifications,Dart,Graphical User Interface Design +cron,Dart,Scheduling and Concurrency +timer_builder,Dart,Scheduling and Concurrency +syncfusion_flutter_calendar,Dart,Graphical User Interface Design +google_sign_in,Dart,Security +mqtt_client,Dart,Networking and Messaging +angel_security,Dart,Security +envied,Dart,Code Analysis and Linting +math_expressions,Dart,Mathematics and Numerics +more,Dart,Algorithms and Data Structures +ml_linalg,Dart,Mathematics and Numerics +fixed,Dart,Algorithms and Data Structures +sqflite,Dart,Database Management +cloud_firestore,Dart,Database Management +postgres,Dart,Database Management +hive,Dart,Database Management +path_provider,Dart,File Handling +image,Dart,Graphical User Interface Design +glob,Dart,File Handling +file,Dart,File Handling +logging,Dart,Logging and Monitoring +logger,Dart,Logging and Monitoring +ansicolor,Dart,Logging and Monitoring +pretty_dio_logger,Dart,Logging and Monitoring +flutter_lints,Dart,Code Analysis and Linting +pedantic_mono,Dart,Code Analysis and Linting +carapacik_lints,Dart,Code Analysis and Linting +velvet_custom_lints,Dart,Code Analysis and Linting +test,Dart,Testing +unittest,Dart,Testing +build_test,Dart,Testing +mocktail,Dart,Testing +grizzly_array,Dart,Algorithms and Data Structures +flutter_insights,Dart,Data Analysis +packhorse,Dart,IT Automation +plugin_mappintelligence,Dart,IT Automation +yaml,Dart,Data Serialization +http_parser,Dart,Web Development +built_value,Dart,Data Serialization +bson,Dart,Data Serialization +unleash,Dart,IT Automation +docrunner,Dart,IT Automation +cobertura,Dart,Code Analysis and Linting +bitwarden_secrets,Dart,Security +magical_widget,Dart,Graphical User Interface Design +flutter_auto_gui,Dart,Graphical User Interface Design +gui_shape,Dart,Graphical User Interface Design +rinf,Dart,Algorithms and Data Structures +collections,Python,Algorithms and Data Structures +heapq,Python,Algorithms and Data Structures +algorithms,Python,Algorithms and Data Structures +sortedcontainers,Python,Algorithms and Data Structures +asyncio,Python,Networking and Messaging +socket,Python,Networking and Messaging +kafka-python,Python,Networking and Messaging +dramatiq,Python,Networking and Messaging +arrow,Python,Scheduling and Concurrency +dateutil,Python,Scheduling and Concurrency +threading-framework,Python,Scheduling and Concurrency +schedule,Python,Scheduling and Concurrency +authlib,Python,Security +pyjwt,Python,Security +django-allauth,Python,Security +cryptography,Python,Security +webassets,Python,Web Development +html2text,Python,Web Development +websockets,Python,Web Development +tornado,Python,Web Development +scipy,Python,Mathematics and Numerics +numpy,Python,Mathematics and Numerics +statsmodel,Python,Mathematics and Numerics +sympy,Python,Mathematics and Numerics +pymysql,Python,Database Management +psycopg,Python,Database Management +pymongo,Python,Database Management +pickledb,Python,Database Management +mimetypes,Python,File Handling +pathlib,Python,File Handling +python-magic,Python,File Handling +wqtchdog,Python,Scheduling and Concurrency +logging,Python,Logging and Monitoring +structlog,Python,Logging and Monitoring +loguru,Python,Logging and Monitoring +psutil,Python,System Administration +flake8,Python,Code Analysis and Linting +pyflakes,Python,Code Analysis and Linting +pycodestyle,Python,Code Analysis and Linting +pylint,Python,Code Analysis and Linting +mamba,Python,Testing +pytest,Python,Testing +unittest,Python,Testing +selenium,Python,Web Development +pandas,Python,Data Analysis +optimus,Python,Data Analysis +schema,Python,Data Analysis +pydantic,Python,Data Serialization +marshmallow,Python,Data Serialization +pysimdjson,Python,Data Serialization +json,Python,Data Serialization +prophy,Python,Data Analysis +ansible,Python,IT Automation +pyinfra,Python,IT Automation +fabric,Python,IT Automation +borg,Python,System Administration +tkinter,Python,Graphical User Interface Design +pyglet,Python,Graphical User Interface Design +pyqt,Python,Graphical User Interface Design +kivy,Python,Graphical User Interface Design +Graph,Perl,Algorithms and Data Structures +MetaMap-DataStructures,Perl,Algorithms and Data Structures +Array-Circular,Perl,Algorithms and Data Structures +Tree-R,Perl,Algorithms and Data Structures +NetAddr-MAC,Perl,Networking and Messaging +Net-OpenSSH,Perl,Networking and Messaging +Parse-IPCommand,Perl,Networking and Messaging +Net-SSH2,Perl,Networking and Messaging +docpad-plugin-scheduling,Perl,Scheduling and Concurrency +Async-Event-Interval,Perl,Scheduling and Concurrency +Schedule-SGELK,Perl,Scheduling and Concurrency +Mojolicious-Plugin-Cron-Scheduler,Perl,Scheduling and Concurrency +DBIx-Class-BcryptColumn,Perl,Security +Crypt-DRBG,Perl,Security +WWW-KeePassRest,Perl,Web Development +Plack-Middleware-SecureHeaders,Perl,Security +Mojolicious,Perl,Web Development +Dancer2,Perl,Web Development +Catalyst,Perl,Web Development +Kossy,Perl,Web Development +SPVM-Math,Perl,Mathematics and Numerics +App-Math-Tutor,Perl,Mathematics and Numerics +Math-RPN-Tiny,Perl,Mathematics and Numerics +Math-Sidef,Perl,Mathematics and Numerics +DBD-mysql,Perl,Database Management +Redis,Perl,Database Management +github.com/percona/percona-toolkit,Perl,Database Management +Database-Abstraction,Perl,Database Management +Path-Tiny,Perl,File Handling +File-Util,Perl,File Handling +PDF-API2,Perl,Data Serialization +IO-All,Perl,File Handling +CPAN-Testers-Schema,Perl,Data Analysis +Log-Report,Perl,Logging and Monitoring +Log-Contextual,Perl,Logging and Monitoring +event-tracer,Perl,Logging and Monitoring +Perl-Lint,Perl,Code Analysis and Linting +Perl-Critic,Perl,Code Analysis and Linting +B-Lint,Perl,Code Analysis and Linting +Perl-Analyzer,Perl,Code Analysis and Linting +Test-Strict,Perl,Testing +Math-BigInt,Perl,Mathematics and Numerics +Test-MockModule,Perl,Testing +Test-Without-Module,Perl,Testing +CLIPSeqTools,Perl,Data Analysis +App-RecordStream,Perl,Data Analysis +Data::Table,Perl,Data Analysis +PDL::Dataframe,Perl,Data Analysis +wxPerl,Perl,Graphical User Interface Design +Perl-Tk,Perl,Graphical User Interface Design +Prima,Perl,Graphical User Interface Design +Perl/KDE,Perl,Graphical User Interface Design +AnyData,Perl,Data Serialization +Data-Format-Pretty-YAML,Perl,Data Serialization +TOML-Tiny,Perl,Data Serialization +CatalystX-Controller-ExtJS-REST-SimpleExcel,Perl,Web Development +Rex,Perl,IT Automation +com.viliussutkus89:SampleLibraryForSonatypePromotionTesting,Perl,IT Automation +Jenkins::API,Perl,IT Automation +Minilla,Perl,IT Automation +@discordjs/collection,TypeScript,Algorithms and Data Structures +js-sdsl,TypeScript,Algorithms and Data Structures +typescript-collections,TypeScript,Algorithms and Data Structures +fast-array-diff,TypeScript,Algorithms and Data Structures +libp2p,TypeScript,Networking and Messaging +@multiformats/multiaddr,TypeScript,Networking and Messaging +@ethersproject/networks,TypeScript,Networking and Messaging +nats,TypeScript,Networking and Messaging +@types/node-schedule,TypeScript,Scheduling and Concurrency +agenda,TypeScript,Scheduling and Concurrency +@nestjs/schedule,TypeScript,Scheduling and Concurrency +@solid-primitives/scheduled,TypeScript,Scheduling and Concurrency +helmet,TypeScript,Security +snyk,TypeScript,Security +express-rate-limit,TypeScript,Web Development +jssha,TypeScript,Security +vite,TypeScript,Web Development +vue-template-compiler,TypeScript,Web Development +@testing-library/user-event,TypeScript,Testing +antd,TypeScript,Graphical User Interface Design +random-js,TypeScript,Mathematics and Numerics +math-expression-evaluator,TypeScript,Mathematics and Numerics +normal-distribution,TypeScript,Mathematics and Numerics +@mathigon/fermat,TypeScript,Mathematics and Numerics +mongodb,TypeScript,Database Management +sequelize,TypeScript,Database Management +firebase,TypeScript,Database Management +typeorm,TypeScript,Database Management +rollup-plugin-dts,TypeScript,Code Analysis and Linting +tsx,TypeScript,Code Analysis and Linting +ts-node-dev,TypeScript,Code Analysis and Linting +serve,TypeScript,Web Development +@oclif/errors,TypeScript,Error Handling +@storybook/addon-console,TypeScript,Graphical User Interface Design +conventional-changelog-writer,TypeScript,IT Automation +git-raw-commits,TypeScript,IT Automation +@codemirror/lint,TypeScript,Code Analysis and Linting +@start/plugin-lib-eslint,TypeScript,Code Analysis and Linting +remark-lint-fenced-code-flag-case,TypeScript,Code Analysis and Linting +tslint-rxjs-subject-restrictions-rule,TypeScript,Code Analysis and Linting +jest,TypeScript,Testing +ts-jest,TypeScript,Testing 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and Data Structures +github.com/cespare/xxhash/v2,Go,Algorithms and Data Structures +golang.org/x/net,Go,Networking and Messaging +github.com/vishvananda/netns,Go,Networking and Messaging +github.com/nats-io/nats,Go,Networking and Messaging +github.com/jackc/pgproto3/v2,Go,Database Management +k8s.io/kubernetes,Go,IT Automation +github.com/go-co-op/gocron,Go,Scheduling and Concurrency +atomicgo.dev/schedule,Go,Scheduling and Concurrency +github.com/jasonlvhit/gocron,Go,Scheduling and Concurrency +github.com/google/uuid,Go,Algorithms and Data Structures +github.com/golang-jwt/jwt/v4,Go,Security +github.com/microcosm-cc/bluemonday,Go,Security +github.com/99designs/keyring,Go,Security +github.com/gin-gonic/gin,Go,Web Development +github.com/go-redis/cache/v8,Go,Database Management +github.com/gorilla/sessions,Go,Web Development +github.com/labstack/echo/v4,Go,Web Development +gopkg.in/inf.v0,Go,Algorithms and Data Structures +github.com/go-corelibs/maths,Go,Mathematics and Numerics 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a/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/concept_list.csv b/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/concept_list.csv new file mode 100644 index 000000000..685d62d3d --- /dev/null +++ b/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/concept_list.csv @@ -0,0 +1,14 @@ +Category +Algorithms and Data Structures +Database Management +File Handling +Networking and Messaging +Graphical User Interface Design +Security +Scheduling and Concurrency +Logging and Monitoring +Web Development +Mathematics and Numerics +Code Analysis and Linting +Testing +Data Serialization \ No newline at end of file diff --git a/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/examples/examples-i.csv b/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/examples/examples-i.csv new file mode 100644 index 000000000..639735b66 --- /dev/null +++ b/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/examples/examples-i.csv @@ -0,0 +1,27 @@ +Library,Language +algorithms,Python +asyncio,Python +arrow,Python +authlib,Python +webassets,Python +scipy,Python +pymysql,Python +mimetypes,Python +logging,Python +flake8,Python +mamba,Python +marshmallow,Python +tkinter,Python +com.leansoft.bigqueue,Java +com.cisco.commons.networking,Java +net.time4j,Java +org.apache.shiro,Java +java.net.http,Java +org.apache.commons.math4,Java +ch.vorburger.mariaDB4j,Java +com.google.jimfs,Java +java.logging,Java +org.sonar,Java +org.junit,Java +com.cedarsoftware:json-io,Java +java.desktop,Java diff --git a/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/examples/examples-o.csv b/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/examples/examples-o.csv new file mode 100644 index 000000000..b7eb9397a --- /dev/null +++ b/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/examples/examples-o.csv @@ -0,0 +1,27 @@ +Library,Language,Category +algorithms,Python,Algorithms and Data Structures +asyncio,Python,Networking and Messaging +arrow,Python,Scheduling and Concurrency +authlib,Python,Security +webassets,Python,Web Development +scipy,Python,Mathematics and Numerics +pymysql,Python,Database Management +mimetypes,Python,File Handling +logging,Python,Logging and Monitoring +flake8,Python,Code Analysis and Linting +mamba,Python,Testing +marshmallow,Python,Data Serialization +tkinter,Python,Graphical User Interface Design +com.leansoft.bigqueue,Java,Algorithms and Data Structures +com.cisco.commons.networking,Java,Networking and Messaging +net.time4j,Java,Scheduling and Concurrency +org.apache.shiro,Java,Security +java.net.http,Java,Web Development +org.apache.commons.math4,Java,Mathematics and Numerics +ch.vorburger.mariaDB4j,Java,Database Management +com.google.jimfs,Java,File Handling +java.logging,Java,Logging and Monitoring +org.sonar,Java,Code Analysis and Linting +org.junit,Java,Testing +com.cedarsoftware:json-io,Java,Data Serialization +java.desktop,Java,Graphical User Interface Design \ No newline at end of file diff --git a/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/generate_ikb.py b/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/generate_ikb.py new file mode 100644 index 000000000..a41a4e9a9 --- /dev/null +++ b/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/generate_ikb.py @@ -0,0 +1,135 @@ +# (C) Copyright IBM Corp. 2024. +# Licensed under the Apache License, Version 2.0 (the “License”); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an “AS IS” BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +################################################################################ + +import os +import argparse +import csv +import pyarrow as pa +import pyarrow.csv as pv +from io import StringIO,BytesIO +from watsonxai import generateResponseWatsonx + + +def getStringFromCSV(file): + table = pv.read_csv(file) + csv_buffer = StringIO() + column_names = table.column_names + csv_buffer.write(','.join(column_names) + '\n') + for row in range(table.num_rows): + row_data = [str(table[column][row].as_py()) for column in column_names] + csv_buffer.write(','.join(row_data) + '\n') + return csv_buffer.getvalue() + + + +def gen_combined_strings(file_data): + file_data = file_data.splitlines() + headers = file_data[0] + null_libraries = file_data[1:] + combined_strings = [] + combined_string = "" + for idx, entry in enumerate(null_libraries, start=1): + if combined_string == "": + combined_string += f"{headers.strip()}\n" + combined_string += f"{entry}\n" + if idx % 30 == 0 or idx == len(null_libraries): + combined_strings.append(combined_string) + combined_string = "" + return combined_strings + + +if __name__ == "__main__": + + parser = argparse.ArgumentParser(description='Generate IKB.') + parser.add_argument('--null_libs_file', type=str, help='Path to null libraries file.', default=os.getenv('NULL_LIBS_FILE', '../ikb/null_libs.csv')) + parser.add_argument('--cmap_file', type=str, help='Path to concept map file.', default=os.getenv('CMAP_FILE', '../concept_map/updated_concept_list.csv')) + parser.add_argument('--input_examples_file', type=str, help='Path to input examples file.', default=os.getenv('EXAMPLES_I_FILE', '../examples/examples-i.csv')) + parser.add_argument('--output_examples_file', type=str, help='Path to output examples file.', default=os.getenv('EXAMPLES_O_FILE', '../examples/examples-o.csv')) + parser.add_argument('--extracted_data_file', type=str, help='Path to file in which LLM output will be stored.', default=os.getenv('EXTRACTED_DATA_FILE', '../ikb/extracted_data.csv')) + parser.add_argument('--api_type', type=str, help='API Type', default=os.getenv('API_TYPE', 'WatsonxAI')) + parser.add_argument('--api_key', type=str, help='API key', default=os.getenv('API_KEY', '')) + parser.add_argument('--api_endpoint', type=str, help='API endpoint', default=os.getenv('API_ENDPOINT', 'https://us-south.ml.cloud.ibm.com')) + parser.add_argument('--project_id', type=str, help='Project ID', default=os.getenv('PROJECT_ID', '')) + parser.add_argument('--model_id', type=str, help='LLM model ID', default=os.getenv('MODEL_ID', 'meta-llama/llama-3-70b-instruct')) + + + + args = parser.parse_args() + concepts = getStringFromCSV(args.cmap_file) + input_examples = getStringFromCSV(args.input_examples_file) + output_examples = getStringFromCSV(args.output_examples_file) + + null_libs_file_data = getStringFromCSV(args.null_libs_file) + combined_strings = gen_combined_strings(null_libs_file_data) + + endtoken = "" + prompt_name = "My-prompt" + prompt_template = '''You are responsible for classifying programming language packages based on their functionality into one of the following STRICT categories: + ''' + concepts + ''' + + Instructions: + + 1. Input: A CSV containing two columns: + a. Library – the name of the package + b. Language – the programming language of the package + Your task is to append a third column called Category where you will classify the package's primary function into one of the following categories.\n + + 2. Output: The updated CSV with the new Category column. + + 3. Categorization Guidelines: + a. Classify each package based on its primary functionality. + b. Only use categories from the given list. Do not invent or modify categories. + + 4. Output format: Provide the updated CSV data in the exact format as shown below: + a. Columns: Library, Language, Category + b. End the response with to indicate completion. + c. Do not include any double quotes in the output. + + 5. Only use categories from the given list. Do not invent or modify categories. + + 6. Strictly do not provide any explanations or commentary or notes before and/or after the table. + + Examples: + INPUT: + ''' + str(input_examples) + "OUTPUT:\n" + str(output_examples).strip("\n")+"\n" + + headers = ["Library", "Language", "Category"] + file_exists = os.path.exists(args.extracted_data_file) + if not file_exists: + with open(args.extracted_data_file, mode='w', newline='') as f: + csv_writer = csv.writer(f, quoting=csv.QUOTE_NONE, escapechar='\\') + csv_writer.writerow(headers) + + + for combined_string in combined_strings: + input_template = prompt_template + f"\n\nINPUT: {combined_string} \nOUTPUT: " + if args.api_type == 'WatsonxAI': + response = generateResponseWatsonx(args.api_key, args.api_endpoint, args.model_id, args.project_id, input_template) + data = response.split(endtoken)[0] + csv_file = BytesIO(data.strip().encode('utf-8')) + csv_content = data.splitlines() + not_first_row = 0 + with open(args.extracted_data_file, mode='a', newline='') as f: + csv_writer = csv.writer(f, quoting=csv.QUOTE_NONE, escapechar='\\') + for line in csv_content: + if not_first_row: + row = line.split(',') + csv_writer.writerow(row) + not_first_row = 1 + + + + + + + + diff --git a/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/watsonxai.py b/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/watsonxai.py new file mode 100644 index 000000000..d251af603 --- /dev/null +++ b/transforms/code/code_profiler/ray/src/semantic-ruleset/offline-ikb-builder/watsonxai.py @@ -0,0 +1,34 @@ +# (C) Copyright IBM Corp. 2024. +# Licensed under the Apache License, Version 2.0 (the “License”); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an “AS IS” BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +################################################################################ + +from ibm_watsonx_ai.metanames import GenTextParamsMetaNames as GenParams +from ibm_watsonx_ai.foundation_models import ModelInference +from ibm_watsonx_ai import Credentials + +def generateResponseWatsonx(api_key, api_endpoint, model_id, project_id, input_template): + credentials = Credentials(api_key=api_key, url=api_endpoint) + parameters = { + GenParams.DECODING_METHOD: "greedy", + GenParams.MAX_NEW_TOKENS: 100, + GenParams.STOP_SEQUENCES: [""] + } + model = ModelInference( + model_id=model_id, + params=parameters, + credentials=credentials, + project_id=project_id) + response = model.generate_text(input_template) + return response + + + + diff --git a/transforms/code/code_profiler/ray/test-data/expected/metadata.json b/transforms/code/code_profiler/ray/test-data/expected/metadata.json index 8b9b78eb4..d8ab14844 100644 --- a/transforms/code/code_profiler/ray/test-data/expected/metadata.json +++ b/transforms/code/code_profiler/ray/test-data/expected/metadata.json @@ -3,57 +3,46 @@ "job details": { "job category": "preprocessing", "job name": "CodeProfiler", - "job type": "ray", + "job type": "pure python", "job id": "job_id", - "start_time": "2024-10-05 22:42:24", - "end_time": "2024-10-05 22:42:31", + "start_time": "2024-11-27 09:36:19", + "end_time": "2024-11-27 09:36:22", "status": "success" }, - "code": { - "github": "github", - "commit_hash": "12345", - "path": "path" - }, + "code": null, "job_input_params": { - "language": "Language", - "contents": "Contents", "checkpointing": false, "max_files": -1, "random_samples": -1, "files_to_use": [ ".parquet" ], - "number of workers": 3, - "worker options": { - "num_cpus": 1, - "max_restarts": -1 - }, - "actor creation delay": 0 + "num_processors": 0 }, "execution_stats": { - "cpus": 10, + "cpus": 0.1, "gpus": 0, - "memory": 16.047090149484575, - "object_store": 2.0, - "execution time, min": 0.111 + "memory": 3.44, + "object_store": 0, + "execution time, min": 0.053 }, "job_output_stats": { "source_files": 1, - "source_size": 25925, + "source_size": 37124, "result_files": 1, - "result_size": 54535, - "processing_time": 0.376, + "result_size": 64492, + "processing_time": 0.901, "source_documents": 5, - "result_documents": 6, - "source_doc_count": 400, - "result_doc_count": 400 + "result_documents": 11, + "source_doc_count": 500, + "result_doc_count": 500 }, "source": { - "name": "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/code_profiler/ray/test-data/input", + "name": "/root/data-prep-kit/transforms/code/code_profiler/input", "type": "path" }, "target": { - "name": "/Users/pankajthorat/challenges/7122-DP4genAI/os-data-prep-kit/v2-dpk/data-prep-kit/transforms/code/code_profiler/ray/test-data/expected", + "name": "/root/data-prep-kit/transforms/code/code_profiler/output", "type": "path" } } \ No newline at end of file diff --git a/transforms/code/code_profiler/ray/test-data/expected/multi-package.parquet b/transforms/code/code_profiler/ray/test-data/expected/multi-package.parquet index 06fff196e..5d0baa494 100644 Binary files a/transforms/code/code_profiler/ray/test-data/expected/multi-package.parquet and b/transforms/code/code_profiler/ray/test-data/expected/multi-package.parquet differ diff --git a/transforms/code/code_profiler/ray/test-data/input/data_profiler_params.json b/transforms/code/code_profiler/ray/test-data/input/data_profiler_params.json new file mode 100644 index 000000000..6608d8619 --- /dev/null +++ b/transforms/code/code_profiler/ray/test-data/input/data_profiler_params.json @@ -0,0 +1,6 @@ +{ + "input": "multi-package.parquet", + "dynamic_schema_mapping": "True", + "contents": "contents", + "language": "language" +} diff --git a/transforms/code/code_profiler/ray/test-data/input/multi-package.parquet b/transforms/code/code_profiler/ray/test-data/input/multi-package.parquet index fc96e51fa..6fadd3c04 100644 Binary files a/transforms/code/code_profiler/ray/test-data/input/multi-package.parquet and b/transforms/code/code_profiler/ray/test-data/input/multi-package.parquet differ diff --git a/transforms/code/code_profiler/ray/test/test_code_profiler_ray.py b/transforms/code/code_profiler/ray/test/test_code_profiler_ray.py index f5ea6b8f1..21c1088d2 100644 --- a/transforms/code/code_profiler/ray/test/test_code_profiler_ray.py +++ b/transforms/code/code_profiler/ray/test/test_code_profiler_ray.py @@ -32,9 +32,8 @@ def get_test_transform_fixtures(self) -> list[tuple]: expected_dir = os.path.join(src_file_dir, "../test-data/expected") runtime_config = {"run_locally": True} transform_config = { - "CodeProfiler_contents": "Contents", - "CodeProfiler_language": "Language", - } + "contents": "contents", + "language": "language"} fixtures.append( ( launcher,