diff --git a/README.md b/README.md index 7e70636..c03e3d5 100644 --- a/README.md +++ b/README.md @@ -19,54 +19,68 @@ Built with [langchain](https://github.com/langchain-ai/langchain), [treesitter]( - ## ✨ Features + - 🔎  Semantic code search - 💬  GPT-like chat with your codebase - 💻  100% local embeddings and llms - - sentence-transformers, instructor-embeddings, llama.cpp, Ollama + - sentence-transformers, instructor-embeddings, llama.cpp, Ollama - 🌐  OpenAI and Azure OpenAI support > [!NOTE] > There will be better results if the code is well documented. You might consider [doc-comments-ai](https://github.com/fynnfluegge/doc-comments.ai) for code documentation generation. ## 🚀 Usage + Start semantic search: + ``` codeqai search ``` + Start chat dialog: + ``` codeqai chat ``` -## 📋 Requirements +## 📋 Requirements + - Python >= 3.9 ## 🔧 Installation + ``` pipx install codeqai ``` + At first usage it is asked to install faiss-cpu or faiss-gpu. Faiss-gpu is recommended if the hardware supports CUDA 7.5+. If local embeddings and llms are used it will be further asked to install sentence-transformers, instructor or llama.cpp later. ## ⚙️ Configuration + At first usage or by running + ``` codeqai configure ``` + the configuration process is initiated, where the embeddings and llms can be chosen. ## 🌐 Remote models + If remote models are preferred instead of local, some environment variables needs to be specified in advance. + ### OpenAI + ```bash export OPENAI_API_KEY = "your OpenAI api key" ``` ### Azure OpenAI + ```bash export OPENAI_API_TYPE = "azure" export OPENAI_API_BASE = "https:// [!IMPORTANT] > `llama.cpp` compatible models must be in the `.gguf` format. - diff --git a/codeqai/repo.py b/codeqai/repo.py index e0e8a0e..682dcda 100644 --- a/codeqai/repo.py +++ b/codeqai/repo.py @@ -40,6 +40,7 @@ def load_files(): ".angular", "cdk.out", ".aws-sam", + ".terraform", ] WHITELIST_FILES = [ ".js", @@ -71,4 +72,8 @@ def load_files(): ".pm", ".lua", ".sql", + ".yaml", + ".yml", + ".rst", + ".md", ] diff --git a/codeqai/treesitter/__init__.py b/codeqai/treesitter/__init__.py index df30f89..8090da4 100644 --- a/codeqai/treesitter/__init__.py +++ b/codeqai/treesitter/__init__.py @@ -1,4 +1,8 @@ -from codeqai.treesitter.treesitter import Treesitter, TreesitterMethodNode +from codeqai.treesitter.treesitter import (Treesitter, + TreesitterMethodNode) +from codeqai.treesitter.treesitter_c import TreesitterC +from codeqai.treesitter.treesitter_cpp import TreesitterCpp +from codeqai.treesitter.treesitter_cs import TreesitterCsharp from codeqai.treesitter.treesitter_go import TreesitterGo from codeqai.treesitter.treesitter_java import TreesitterJava from codeqai.treesitter.treesitter_js import TreesitterJavascript diff --git a/codeqai/treesitter/treesitter.py b/codeqai/treesitter/treesitter.py index b443e51..c598586 100644 --- a/codeqai/treesitter/treesitter.py +++ b/codeqai/treesitter/treesitter.py @@ -1,4 +1,4 @@ -from abc import ABC, abstractmethod +from abc import ABC import tree_sitter from tree_sitter_languages import get_language, get_parser @@ -21,48 +21,56 @@ def __init__( class Treesitter(ABC): - def __init__(self, language: Language): + def __init__( + self, + language: Language, + method_declaration_identifier: str, + name_identifier: str, + doc_comment_identifier: str, + ): self.parser = get_parser(language.value) self.language = get_language(language.value) + self.method_declaration_identifier = method_declaration_identifier + self.method_name_identifier = name_identifier + self.doc_comment_identifier = doc_comment_identifier @staticmethod def create_treesitter(language: Language) -> "Treesitter": return TreesitterRegistry.create_treesitter(language) - @abstractmethod def parse(self, file_bytes: bytes) -> list[TreesitterMethodNode]: self.tree = self.parser.parse(file_bytes) - pass - - def parse_methods(self, methods: list[tuple[tree_sitter.Node, str]]): result = [] - methods.reverse() - while methods: - if methods and methods[-1][1] == "doc_comment": - doc_comment = methods.pop() - self.process_method(methods, doc_comment, result) - else: - self.process_method(methods, None, result) - + methods = self._query_all_methods(self.tree.root_node) + for method in methods: + method_name = self._query_method_name(method["method"]) + doc_comment = method["doc_comment"] + result.append( + TreesitterMethodNode(method_name, doc_comment, method["method"]) + ) return result - def process_method(self, methods, doc_comment, result): - if methods and methods[-1][1] == "method": - method = methods.pop() - if methods and methods[-1][1] == "method_name": - method_name = methods.pop() - result.append( - TreesitterMethodNode( - method_name[0].text.decode(), - doc_comment[0].text.decode() if doc_comment else None, - method[0], - ) - ) + def _query_all_methods( + self, + node: tree_sitter.Node, + ): + methods = [] + if node.type == self.method_declaration_identifier: + doc_comment_node = None + if ( + node.prev_named_sibling + and node.prev_named_sibling.type == self.doc_comment_identifier + ): + doc_comment_node = node.prev_named_sibling.text.decode() + methods.append({"method": node, "doc_comment": doc_comment_node}) + else: + for child in node.children: + methods.extend(self._query_all_methods(child)) + return methods - @abstractmethod - def _query_all_methods(self): - """ - This function returns a treesitter query for method names - based on the language - """ - pass + def _query_method_name(self, node: tree_sitter.Node): + if node.type == self.method_declaration_identifier: + for child in node.children: + if child.type == self.method_name_identifier: + return child.text.decode() + return None diff --git a/codeqai/treesitter/treesitter_c.py b/codeqai/treesitter/treesitter_c.py new file mode 100644 index 0000000..65d6c7c --- /dev/null +++ b/codeqai/treesitter/treesitter_c.py @@ -0,0 +1,26 @@ +import tree_sitter + +from codeqai.constants import Language +from codeqai.treesitter.treesitter import Treesitter +from codeqai.treesitter.treesitter_registry import TreesitterRegistry + + +class TreesitterC(Treesitter): + def __init__(self): + super().__init__(Language.C, "function_definition", "identifier", "comment") + + def _query_method_name(self, node: tree_sitter.Node): + if node.type == self.method_declaration_identifier: + for child in node.children: + # if method returns pointer, skip pointer declarator + if child.type == "pointer_declarator": + child = child.children[1] + if child.type == "function_declarator": + for child in child.children: + if child.type == self.method_name_identifier: + return child.text.decode() + return None + + +# Register the TreesitterJava class in the registry +TreesitterRegistry.register_treesitter(Language.C, TreesitterC) diff --git a/codeqai/treesitter/treesitter_cpp.py b/codeqai/treesitter/treesitter_cpp.py new file mode 100644 index 0000000..66ce3ab --- /dev/null +++ b/codeqai/treesitter/treesitter_cpp.py @@ -0,0 +1,26 @@ +import tree_sitter + +from codeqai.constants import Language +from codeqai.treesitter.treesitter import Treesitter +from codeqai.treesitter.treesitter_registry import TreesitterRegistry + + +class TreesitterCpp(Treesitter): + def __init__(self): + super().__init__(Language.CPP, "function_definition", "identifier", "comment") + + def _query_method_name(self, node: tree_sitter.Node): + if node.type == self.method_declaration_identifier: + for child in node.children: + # if method returns pointer, skip pointer declarator + if child.type == "pointer_declarator": + child = child.children[1] + if child.type == "function_declarator": + for child in child.children: + if child.type == self.method_name_identifier: + return child.text.decode() + return None + + +# Register the TreesitterJava class in the registry +TreesitterRegistry.register_treesitter(Language.CPP, TreesitterCpp) diff --git a/codeqai/treesitter/treesitter_cs.py b/codeqai/treesitter/treesitter_cs.py new file mode 100644 index 0000000..a8a2e1f --- /dev/null +++ b/codeqai/treesitter/treesitter_cs.py @@ -0,0 +1,62 @@ +import tree_sitter + +from codeqai.constants import Language +from codeqai.treesitter.treesitter import Treesitter +from codeqai.treesitter.treesitter_registry import TreesitterRegistry + + +class TreesitterCsharp(Treesitter): + def __init__(self): + super().__init__( + Language.C_SHARP, "method_declaration", "identifier", "comment" + ) + + def _query_method_name(self, node: tree_sitter.Node): + first_match = None + if node.type == self.method_declaration_identifier: + for child in node.children: + # if the return type is an object type, then the method name + # is the second match + if child.type == self.method_name_identifier and not first_match: + first_match = child.text.decode() + elif child.type == self.method_name_identifier and first_match: + return child.text.decode() + return first_match + + def _query_all_methods(self, node: tree_sitter.Node): + methods = [] + if node.type == self.method_declaration_identifier: + doc_comment_nodes = [] + if ( + node.prev_named_sibling + and node.prev_named_sibling.type == self.doc_comment_identifier + ): + current_doc_comment_node = node.prev_named_sibling + while ( + current_doc_comment_node + and current_doc_comment_node.type == self.doc_comment_identifier + ): + doc_comment_nodes.append(current_doc_comment_node.text.decode()) + if current_doc_comment_node.prev_named_sibling: + current_doc_comment_node = ( + current_doc_comment_node.prev_named_sibling + ) + else: + current_doc_comment_node = None + + doc_comment_str = "" + doc_comment_nodes.reverse() + for doc_comment_node in doc_comment_nodes: + doc_comment_str += doc_comment_node + "\n" + if doc_comment_str.strip() != "": + methods.append({"method": node, "doc_comment": doc_comment_str.strip()}) + else: + methods.append({"method": node, "doc_comment": None}) + else: + for child in node.children: + methods.extend(self._query_all_methods(child)) + return methods + + +# Register the TreesitterJava class in the registry +TreesitterRegistry.register_treesitter(Language.C_SHARP, TreesitterCsharp) diff --git a/codeqai/treesitter/treesitter_go.py b/codeqai/treesitter/treesitter_go.py index fe37077..80e87e0 100644 --- a/codeqai/treesitter/treesitter_go.py +++ b/codeqai/treesitter/treesitter_go.py @@ -1,28 +1,11 @@ -import tree_sitter - from codeqai.constants import Language -from codeqai.treesitter.treesitter import (Treesitter, - TreesitterMethodNode) +from codeqai.treesitter.treesitter import Treesitter from codeqai.treesitter.treesitter_registry import TreesitterRegistry class TreesitterGo(Treesitter): def __init__(self): - super().__init__(Language.GO) - - def parse(self, file_bytes: bytes) -> list[TreesitterMethodNode]: - super().parse(file_bytes) - methods = self._query_all_methods(self.tree.root_node) - return self.parse_methods(methods) - - def _query_all_methods(self, node: tree_sitter.Node): - query_code = """ - (comment) @doc_comment - (function_declaration - name: (identifier) @method_name) @method - """ - query = self.language.query(query_code) - return query.captures(node) + super().__init__(Language.GO, "function_declaration", "identifier", "comment") # Register the TreesitterJava class in the registry diff --git a/codeqai/treesitter/treesitter_java.py b/codeqai/treesitter/treesitter_java.py index 1943343..f08f7a4 100644 --- a/codeqai/treesitter/treesitter_java.py +++ b/codeqai/treesitter/treesitter_java.py @@ -1,27 +1,13 @@ -import tree_sitter - from codeqai.constants import Language -from codeqai.treesitter.treesitter import Treesitter, TreesitterMethodNode +from codeqai.treesitter.treesitter import Treesitter from codeqai.treesitter.treesitter_registry import TreesitterRegistry class TreesitterJava(Treesitter): def __init__(self): - super().__init__(Language.JAVA) - - def parse(self, file_bytes: bytes) -> list[TreesitterMethodNode]: - super().parse(file_bytes) - methods = self._query_all_methods(self.tree.root_node) - return self.parse_methods(methods) - - def _query_all_methods(self, node: tree_sitter.Node): - query_code = """ - (block_comment) @doc_comment - (method_declaration - name: (identifier) @method_name) @method - """ - query = self.language.query(query_code) - return query.captures(node) + super().__init__( + Language.JAVA, "method_declaration", "identifier", "block_comment" + ) # Register the TreesitterJava class in the registry diff --git a/codeqai/treesitter/treesitter_js.py b/codeqai/treesitter/treesitter_js.py index fc4b942..e8ca8a0 100644 --- a/codeqai/treesitter/treesitter_js.py +++ b/codeqai/treesitter/treesitter_js.py @@ -1,28 +1,13 @@ -import tree_sitter - from codeqai.constants import Language -from codeqai.treesitter.treesitter import (Treesitter, - TreesitterMethodNode) +from codeqai.treesitter.treesitter import Treesitter from codeqai.treesitter.treesitter_registry import TreesitterRegistry class TreesitterJavascript(Treesitter): def __init__(self): - super().__init__(Language.JAVASCRIPT) - - def parse(self, file_bytes: bytes) -> list[TreesitterMethodNode]: - super().parse(file_bytes) - methods = self._query_all_methods(self.tree.root_node) - return self.parse_methods(methods) - - def _query_all_methods(self, node: tree_sitter.Node): - query_code = """ - (comment) @doc_comment - (function_declaration - name: (identifier) @method_name) @method - """ - query = self.language.query(query_code) - return query.captures(node) + super().__init__( + Language.JAVASCRIPT, "function_declaration", "identifier", "comment" + ) # Register the TreesitterJava class in the registry diff --git a/codeqai/treesitter/treesitter_kt.py b/codeqai/treesitter/treesitter_kt.py index 61b196c..2eed3e7 100644 --- a/codeqai/treesitter/treesitter_kt.py +++ b/codeqai/treesitter/treesitter_kt.py @@ -1,27 +1,13 @@ -import tree_sitter - from codeqai.constants import Language -from codeqai.treesitter.treesitter import Treesitter, TreesitterMethodNode +from codeqai.treesitter.treesitter import Treesitter from codeqai.treesitter.treesitter_registry import TreesitterRegistry class TreesitterKotlin(Treesitter): def __init__(self): - super().__init__(Language.KOTLIN) - - def parse(self, file_bytes: bytes) -> list[TreesitterMethodNode]: - super().parse(file_bytes) - methods = self._query_all_methods(self.tree.root_node) - return self.parse_methods(methods) - - def _query_all_methods(self, node: tree_sitter.Node): - query_code = """ - (comment) @doc_comment - (function_declaration - (simple_identifier) @method_name) @method - """ - query = self.language.query(query_code) - return query.captures(node) + super().__init__( + Language.KOTLIN, "function_declaration", "simple_identifier", "comment" + ) # Register the TreesitterJava class in the registry diff --git a/codeqai/treesitter/treesitter_py.py b/codeqai/treesitter/treesitter_py.py index 3fca3cc..dafee87 100644 --- a/codeqai/treesitter/treesitter_py.py +++ b/codeqai/treesitter/treesitter_py.py @@ -7,35 +7,46 @@ class TreesitterPython(Treesitter): def __init__(self): - super().__init__(Language.PYTHON) + super().__init__( + Language.PYTHON, "function_definition", "identifier", "expression_statement" + ) def parse(self, file_bytes: bytes) -> list[TreesitterMethodNode]: - super().parse(file_bytes) + self.tree = self.parser.parse(file_bytes) result = [] methods = self._query_all_methods(self.tree.root_node) - methods.reverse() - while methods: - if methods and methods[-1][1] == "method": - doc_comment = self._query_doc_comment(methods[-1][0]) - if doc_comment: - self.process_method(methods, doc_comment[0], result) - else: - self.process_method(methods, None, result) - + for method in methods: + method_name = self._query_method_name(method) + doc_comment = self._query_doc_comment(method) + result.append(TreesitterMethodNode(method_name, doc_comment, method)) return result + def _query_method_name(self, node: tree_sitter.Node): + if node.type == self.method_declaration_identifier: + for child in node.children: + if child.type == self.method_name_identifier: + return child.text.decode() + return None + def _query_all_methods(self, node: tree_sitter.Node): + methods = [] + for child in node.children: + if child.type == self.method_declaration_identifier: + methods.append(child) + return methods + + def _query_doc_comment(self, node: tree_sitter.Node): query_code = """ - (function_definition - name: (identifier) @method_name) @method + (function_definition + body: (block . (expression_statement (string)) @function_doc_str)) """ - query = self.language.query(query_code) - return query.captures(node) + doc_str_query = self.language.query(query_code) + doc_strs = doc_str_query.captures(node) - def _query_doc_comment(self, node: tree_sitter.Node): - query_code = "(block . (expression_statement (string)) @doc_str)" - query = self.language.query(query_code) - return query.captures(node) + if doc_strs: + return doc_strs[0][0].text.decode() + else: + return None # Register the TreesitterPython class in the registry diff --git a/codeqai/treesitter/treesitter_rs.py b/codeqai/treesitter/treesitter_rs.py index 6f1e72f..4e28b68 100644 --- a/codeqai/treesitter/treesitter_rs.py +++ b/codeqai/treesitter/treesitter_rs.py @@ -1,45 +1,26 @@ import tree_sitter from codeqai.constants import Language -from codeqai.treesitter.treesitter import Treesitter, TreesitterMethodNode +from codeqai.treesitter.treesitter import Treesitter from codeqai.treesitter.treesitter_registry import TreesitterRegistry class TreesitterRust(Treesitter): def __init__(self): - super().__init__(Language.RUST) - - def parse(self, file_bytes: bytes) -> list[TreesitterMethodNode]: - super().parse(file_bytes) - result = [] - methods = self._query_all_methods(self.tree.root_node) - for method in methods: - method_name = self._query_method_name(method["method"]) - doc_comment = method["doc_comment"] - result.append( - TreesitterMethodNode(method_name, doc_comment, method["method"]) - ) - return result - - def _query_method_name(self, node: tree_sitter.Node): - if node.type == "function_item": - for child in node.children: - if child.type == "identifier": - return child.text.decode() - return None + super().__init__(Language.RUST, "function_item", "identifier", "line_comment") def _query_all_methods(self, node: tree_sitter.Node): methods = [] - if node.type == "function_item": + if node.type == self.method_declaration_identifier: doc_comment_nodes = [] if ( node.prev_named_sibling - and node.prev_named_sibling.type == "line_comment" + and node.prev_named_sibling.type == self.doc_comment_identifier ): current_doc_comment_node = node.prev_named_sibling while ( current_doc_comment_node - and current_doc_comment_node.type == "line_comment" + and current_doc_comment_node.type == self.doc_comment_identifier ): doc_comment_nodes.append(current_doc_comment_node.text.decode()) if current_doc_comment_node.prev_named_sibling: diff --git a/codeqai/treesitter/treesitter_ts.py b/codeqai/treesitter/treesitter_ts.py index a4f02bd..cb3f2cd 100644 --- a/codeqai/treesitter/treesitter_ts.py +++ b/codeqai/treesitter/treesitter_ts.py @@ -1,27 +1,13 @@ -import tree_sitter - from codeqai.constants import Language -from codeqai.treesitter.treesitter import Treesitter, TreesitterMethodNode +from codeqai.treesitter.treesitter import Treesitter from codeqai.treesitter.treesitter_registry import TreesitterRegistry class TreesitterTypescript(Treesitter): def __init__(self): - super().__init__(Language.TYPESCRIPT) - - def parse(self, file_bytes: bytes) -> list[TreesitterMethodNode]: - super().parse(file_bytes) - methods = self._query_all_methods(self.tree.root_node) - return self.parse_methods(methods) - - def _query_all_methods(self, node: tree_sitter.Node): - query_code = """ - (comment) @doc_comment - (function_declaration - name: (identifier) @method_name) @method - """ - query = self.language.query(query_code) - return query.captures(node) + super().__init__( + Language.TYPESCRIPT, "function_declaration", "identifier", "comment" + ) # Register the TreesitterJava class in the registry diff --git a/codeqai/utils.py b/codeqai/utils.py index e65a6a6..eba3d33 100644 --- a/codeqai/utils.py +++ b/codeqai/utils.py @@ -19,11 +19,18 @@ def get_programming_language(file_extension: str) -> Language: language_mapping = { ".py": Language.PYTHON, ".js": Language.JAVASCRIPT, + ".jsx": Language.JAVASCRIPT, + ".mjs": Language.JAVASCRIPT, + ".cjs": Language.JAVASCRIPT, ".ts": Language.TYPESCRIPT, + ".tsx": Language.TYPESCRIPT, ".java": Language.JAVA, ".kt": Language.KOTLIN, ".rs": Language.RUST, ".go": Language.GO, + ".cpp": Language.CPP, + ".c": Language.C, + ".cs": Language.C_SHARP, } return language_mapping.get(file_extension, Language.UNKNOWN) @@ -48,14 +55,19 @@ def get_langchain_language(language: Language) -> text_splitter.Language | None: elif language == Language.JAVASCRIPT: return text_splitter.Language.JS elif language == Language.TYPESCRIPT: - # TODO support typescript - return text_splitter.Language.JS + return text_splitter.Language.TS elif language == Language.JAVA: return text_splitter.Language.JAVA + elif language == Language.KOTLIN: + return text_splitter.Language.KOTLIN elif language == Language.RUST: return text_splitter.Language.RUST elif language == Language.GO: return text_splitter.Language.GO + elif language == Language.CPP: + return text_splitter.Language.CPP + elif language == Language.C_SHARP: + return text_splitter.Language.CSHARP return None diff --git a/poetry.lock b/poetry.lock index 76a40ea..cba5092 100644 --- a/poetry.lock +++ b/poetry.lock @@ -124,13 +124,13 @@ frozenlist = ">=1.1.0" [[package]] name = "annotated-types" -version = "0.5.0" +version = "0.6.0" description = "Reusable constraint types to use with typing.Annotated" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "annotated_types-0.5.0-py3-none-any.whl", hash = "sha256:58da39888f92c276ad970249761ebea80ba544b77acddaa1a4d6cf78287d45fd"}, - 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