diff --git a/gen-ai/orchestrator-server/src/main/python/tock-llm-indexing-tools/poetry.lock b/gen-ai/orchestrator-server/src/main/python/tock-llm-indexing-tools/poetry.lock index d81bc21422..acc4f81de7 100644 --- a/gen-ai/orchestrator-server/src/main/python/tock-llm-indexing-tools/poetry.lock +++ b/gen-ai/orchestrator-server/src/main/python/tock-llm-indexing-tools/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand. [[package]] name = "absl-py" @@ -194,14 +194,14 @@ files = [ [[package]] name = "anyio" -version = "4.8.0" +version = "4.9.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.9" groups = ["main"] files = [ - {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"}, - {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"}, + {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"}, + {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"}, ] [package.dependencies] @@ -211,8 +211,8 @@ sniffio = ">=1.1" typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""} [package.extras] -doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"] -test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""] +doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"] +test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""] trio = ["trio (>=0.26.1)"] [[package]] @@ -234,7 +234,7 @@ description = "Timeout context manager for asyncio programs" optional = false python-versions = ">=3.7" groups = ["main"] -markers = "python_version < \"3.11\"" +markers = "python_version == \"3.10\"" files = [ {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"}, {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"}, @@ -242,21 +242,21 @@ files = [ [[package]] name = "attrs" -version = "24.3.0" +version = "25.3.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.8" groups = ["main"] files = [ - 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b/gen-ai/orchestrator-server/src/main/python/tock-llm-indexing-tools/scripts/indexing/vectorisation/gen_config_file.py new file mode 100644 index 0000000000..1342d24d6b --- /dev/null +++ b/gen-ai/orchestrator-server/src/main/python/tock-llm-indexing-tools/scripts/indexing/vectorisation/gen_config_file.py @@ -0,0 +1,517 @@ +""" +Configuration File Generator for TOCK LLM Indexing Tools. + +This module provides a TUI (Text User Interface) application for generating +configuration files for TOCK's LLM indexing and vectorization processes. +The application presents a multi-page form interface for collecting various +settings including bot configuration, embedding settings, and vector store settings. +""" + +from textual.app import App, ComposeResult +from textual.containers import Vertical, Horizontal +from textual.widgets import Button, Input, Static, Checkbox, DirectoryTree +from textual.screen import ModalScreen +import json +import os + + +class FileBrowserScreen(ModalScreen): + """A modal screen for browsing and selecting files and directories. + + This screen provides a file browser interface with directory navigation + capabilities, allowing users to select files or directories for configuration. + """ + + def __init__(self, initial_path="./", target_input=None): + """Initialize the file browser screen. + + Args: + initial_path (str): The initial directory path to display. + target_input: The input widget that will receive the selected path. + """ + super().__init__() + self.initial_path = os.path.abspath(initial_path) + self.target_input = target_input + self.selected_path = None + + def compose(self) -> ComposeResult: + """Compose the file browser screen layout. + + Returns: + ComposeResult: The composed widgets for the file browser. + """ + yield Vertical( + Static("Select a file or directory", id="browser-title"), + Button("..", id="parent-dir", variant="default"), + DirectoryTree(self.initial_path, id="file-tree"), + Horizontal( + Button("Select", id="select-btn", variant="primary"), + Button("Cancel", id="cancel-btn"), + id="browser-buttons" + ), + id="browser-container" + ) + + def on_mount(self) -> None: + """Configure the directory tree widget after mounting.""" + tree = self.query_one("#file-tree", DirectoryTree) + tree.show_root = True + tree.show_guides = True + + def on_directory_tree_file_selected(self, event: DirectoryTree.FileSelected) -> None: + """Handle file selection from the directory tree. + + Args: + event: The file selection event containing the selected file path. + """ + self.selected_path = str(event.path) + + def on_directory_tree_directory_selected(self, event: DirectoryTree.DirectorySelected) -> None: + """Handle directory selection from the directory tree. + + Args: + event: The directory selection event containing the selected directory path. + """ + self.selected_path = str(event.path) + + def on_button_pressed(self, event: Button.Pressed) -> None: + """Handle button press events in the file browser. + + Args: + event: The button press event containing the pressed button information. + """ + if event.button.id == "select-btn": + # Use selected path or currently highlighted path + if self.selected_path and self.target_input: + self.target_input.value = self.selected_path + elif self.target_input: + tree = self.query_one("#file-tree", DirectoryTree) + if tree.cursor_node: + self.target_input.value = str(tree.cursor_node.data.path) + self.dismiss() + elif event.button.id == "cancel-btn": + self.dismiss() + elif event.button.id == "parent-dir": + # Navigate to parent directory + current_path = self.query_one("#file-tree", DirectoryTree).path + parent_path = os.path.dirname(current_path) + if parent_path != current_path: # Avoid infinite loop at root + tree = self.query_one("#file-tree", DirectoryTree) + tree.path = parent_path + tree.reload() + + +class GenConfigApp(App): + """Main application class for the configuration file generator. + + This application provides a multi-page form interface for collecting + configuration settings for TOCK's LLM indexing tools. It supports + various input types including text, integers, booleans, and file paths. + """ + + CSS = """ + Screen { + layout: vertical; + align: center middle; + } + #form { + height: auto; + width: 60%; + } + Input { + margin: 1 0; + } + .path-container { + height: auto; + margin: 1 0; + } + .path-input { + width: 1fr; + margin: 0 1 0 0; + } + .path-button { + width: auto; + margin: 0; + } + .subsection { + border: solid $primary; + margin: 1 0; + padding: 1; + height: auto; + } + .subsection-title { + text-style: bold; + color: $primary; + margin: 0 0 1 0; + } + #browser-container { + width: 80%; + height: 80%; + border: thick $primary; + background: $surface; + } + #browser-title { + text-align: center; + text-style: bold; + margin: 1; + } + #file-tree { + height: 1fr; + margin: 1; + } + #browser-buttons { + height: auto; + align: center middle; + margin: 1; + } + """ + + # Configuration form structure with nested dictionaries + # Each field has a data_type and data value + form = { + "bot": { + "namespace": {"data_type": "text", "data": None}, + "bot_id": {"data_type": "text", "data": None}, + "file_location": {"data_type": "path", "data": None} + }, + "em_setting": { + "provider": {"data_type": "text", "data": None}, + "api_key": { + "type": {"data_type": "text", "data": None}, + "secret": {"data_type": "text", "data": None} + }, + "api_base": {"data_type": "text", "data": None}, + "api_version": {"data_type": "text", "data": None}, + "deployment_name": {"data_type": "text", "data": None}, + "model": {"data_type": "text", "data": None} + }, + "vector_store_setting": { + "provider": {"data_type": "text", "data": None}, + "host": {"data_type": "text", "data": None}, + "port": {"data_type": "integer", "data": None}, + "username": {"data_type": "text", "data": None}, + "password": { + "type": {"data_type": "text", "data": None}, + "secret": {"data_type": "text", "data": None} + }, + "database": {"data_type": "text", "data": None} + }, + "data_csv_file": {"data_type": "path", "data": None}, + "document_index_name": {"data_type": "text", "data": None}, + "chunk_size": {"data_type": "integer", "data": None}, + "embedding_bulk_size": {"data_type": "integer", "data": None}, + "ignore_source": {"data_type": "bool", "data": None}, + "append_doc_title_and_chunk": {"data_type": "bool", "data": None} + } + + def compose(self) -> ComposeResult: + """Compose the main application layout. + + Returns: + ComposeResult: The composed widgets for the main application. + """ + yield Static("Multi-Page Dynamic Form", id="title") + yield Vertical(id="form") + yield Horizontal( + Button("Previous", id="prev"), + Button("Next", id="next"), + Button("Write to JSON", id="save"), + id="buttons" + ) + yield Button("Load EM settings from RAG Settings", id="load-em-settings") + + def on_mount(self) -> None: + """Initialize the application after mounting. + + Sets up page navigation and loads the first form page. + """ + self.current_page = 0 + self.len_pages = 1 + # Count pages based on nested dictionaries (sections without data_type) + for dict in self.form.values(): + if not "data_type" in dict: + self.len_pages += 1 + self.load_form_page() + + @staticmethod + def labelize(text: str) -> str: + """Convert text to a human-readable label format. + + Args: + text (str): The text to convert (e.g., "api_key"). + + Returns: + str: The formatted label (e.g., "Api key"). + """ + text = text.replace("_", " ").lower() + text = text.capitalize() + return text + + def get_path_from_directory_tree_in_widget(self, widget: Input): + """Open a file browser for path selection. + + Args: + widget (Input): The input widget that will receive the selected path. + """ + initial_path = widget.value if widget.value else "./" + file_browser = FileBrowserScreen(initial_path, widget) + self.push_screen(file_browser) + + def gen_widgets(self, container, dict, dict_id=""): + """Generate form widgets recursively based on the form structure. + + Args: + container: The container widget to mount the generated widgets to. + dict: The dictionary containing form field definitions. + dict_id (str): The current path in the form hierarchy for widget IDs. + """ + for key, value in dict.items(): + data_type = value.get("data_type") + + # Skip nested dictionaries on the final "Other Settings" page + if data_type is None and self.current_page == self.len_pages - 1: + continue + + if data_type is None: + # Create a subsection for nested dictionaries + subsection = Vertical(classes="subsection", id=f"{dict_id}__{key}") + container.mount(subsection) + title = Static(self.labelize(key), classes="subsection-title") + subsection.mount(title) + self.gen_widgets(subsection, value, dict_id=f"{dict_id}__{key}") + continue + elif data_type == "bool": + # Create checkbox for boolean fields + widget = Checkbox( + label=self.labelize(key), + value=value.get("data") if value.get("data") is not None else False, + id=f"{dict_id}__{key}" + ) + container.mount(widget) + elif data_type == "path": + # Create input with browse button for path fields + path_container = Horizontal(classes="path-container") + container.mount(path_container) + widget = Input( + value=value.get("data"), + type="text", + placeholder=f"{self.labelize(key)} ({self.labelize(data_type)})", + id=f"{dict_id}__{key}", + classes="path-input" + ) + button = Button("Browse", id=f"browse__{dict_id}__{key}", classes="path-button") + path_container.mount(widget) + path_container.mount(button) + else: + # Create standard input for text/integer fields + widget = Input( + value=value.get("data"), + type=data_type, + placeholder=f"{self.labelize(key)} ({self.labelize(data_type)})", + id=f"{dict_id}__{key}" + ) + container.mount(widget) + + def load_form_page(self): + """Load and display the current form page. + + Clears existing widgets and generates new ones based on the current page. + """ + form_container = self.query_one("#form", Vertical) + form_container.remove_children() + + form_keys = list(self.form.keys()) + title = self.labelize(form_keys[self.current_page]) + current_dict = self.form[form_keys[self.current_page]] + + # Handle the special "Other Settings" page (final page) + if self.current_page == self.len_pages - 1: + current_dict = self.form + title = "Other Settings" + + dict_id = form_keys[self.current_page] if (self.current_page != self.len_pages - 1) else "" + self.gen_widgets(form_container, current_dict, dict_id=dict_id) + + self.query_one("#title", Static).update(f" [b]{title}[/b] {self.current_page + 1}/{self.len_pages}") + + def save_current_page_data(self): + """Save the current page's form data back to the form structure. + + Iterates through all input widgets and checkboxes on the current page + and updates the corresponding values in the form dictionary. + """ + form_container = self.query_one("#form", Vertical) + widgets = list(form_container.query(Input)) + list(form_container.query(Checkbox)) + + for widget in widgets: + # Parse widget ID to navigate to correct form location + widget_id = widget.id.split("__") + form_value = self.form + for part in widget_id: + if part != "": + form_value = form_value[part] + + # Skip empty values + if widget.value is None or widget.value == "": + continue + elif form_value["data_type"] == "integer": + form_value["data"] = int(widget.value) + else: + form_value["data"] = widget.value + + def clean_form_data(self, data): + """Remove data_type fields and extract only the data values for JSON output. + + Args: + data: The form data structure to clean. + + Returns: + The cleaned data structure with only actual values. + """ + if isinstance(data, dict): + if "data_type" in data and "data" in data: + return data["data"] + else: + cleaned = {} + for key, value in data.items(): + cleaned[key] = self.clean_form_data(value) + return cleaned + return data + + def load_em_settings_from_file(self, config_file_path): + """Load embedding settings from an existing RAG configuration file. + + Args: + config_file_path (str): Path to the RAG configuration file to load from. + """ + if os.path.exists(config_file_path): + try: + with open(config_file_path, "r") as f: + rag_settings = json.load(f) + + # Extract embedding settings from the RAG config + em_settings = rag_settings.get("emSetting", {}) + if em_settings: + # Map RAG settings to form structure + self.form["em_setting"]["api_key"]["type"]["data"] = "Raw" + self.form["em_setting"]["api_key"]["secret"]["data"] = em_settings.get("apiKey") + self.form["em_setting"]["api_base"]["data"] = em_settings.get("baseUrl") + self.form["em_setting"]["model"]["data"] = em_settings.get("model") + self.form["em_setting"]["provider"]["data"] = em_settings.get("provider") + + # Update widgets if we're currently on the EM settings page + if self.current_page == 1: # EM settings is the second page (index 1) + self.update_current_page_widgets() + except (json.JSONDecodeError, KeyError) as e: + # Handle file reading errors silently + pass + + def update_current_page_widgets(self): + """Update widget values on the current page without recreating the widgets. + + This method updates existing widget values to reflect changes in the form data + without causing widget ID conflicts. + """ + form_container = self.query_one("#form", Vertical) + + # Update all Input widget values + for widget in form_container.query(Input): + widget_id = widget.id.split("__") + form_value = self.form + for part in widget_id: + if part != "": + form_value = form_value[part] + if form_value.get("data") is not None: + widget.value = str(form_value["data"]) + + # Update all Checkbox widget values + for widget in form_container.query(Checkbox): + widget_id = widget.id.split("__") + form_value = self.form + for part in widget_id: + if part != "": + form_value = form_value[part] + if form_value.get("data") is not None: + widget.value = bool(form_value["data"]) + + def get_em_config_file(self): + """Open a file browser specifically for selecting EM configuration files. + + Creates a dummy input widget that triggers the EM settings loading + when a file is selected. + """ + class ConfigFileInput: + """Dummy input class that triggers EM settings loading on value assignment.""" + + def __init__(self, app): + """Initialize with reference to the main app. + + Args: + app: Reference to the main GenConfigApp instance. + """ + self.app = app + self.value = None + + def __setattr__(self, name, value): + """Override setattr to trigger config loading when value is set. + + Args: + name: The attribute name being set. + value: The value being assigned. + """ + if name == "value" and value: + self.app.load_em_settings_from_file(value) + super().__setattr__(name, value) + + dummy_input = ConfigFileInput(self) + file_browser = FileBrowserScreen(initial_path="./", target_input=dummy_input) + self.push_screen(file_browser) + + def on_button_pressed(self, event: Button.Pressed) -> None: + """Handle button press events throughout the application. + + Args: + event: The button press event containing button information. + """ + if event.button.id == "next": + # Navigate to next page + self.save_current_page_data() + if self.current_page < self.len_pages - 1: + self.current_page += 1 + self.load_form_page() + elif event.button.id == "prev": + # Navigate to previous page + self.save_current_page_data() + if self.current_page > 0: + self.current_page -= 1 + self.load_form_page() + elif event.button.id == "save": + # Save configuration to JSON file and exit + self.save_current_page_data() + cleaned_data = self.clean_form_data(self.form) + + # Generate unique filename if file already exists + config_file = "config_file.json" + i = 0 + while os.path.exists(config_file): + i += 1 + config_file = f"config_file_{i}.json" + + with open(config_file, "w") as f: + json.dump(cleaned_data, f, indent=2) + exit(0) + elif event.button.id.startswith("browse__"): + # Handle browse button clicks for path inputs + input_id = event.button.id.replace("browse__", "") + input_widget = self.query_one(f"#{input_id}", Input) + self.get_path_from_directory_tree_in_widget(input_widget) + elif event.button.id == "load-em-settings": + # Load EM settings from existing RAG configuration + self.save_current_page_data() + self.get_em_config_file() + + +if __name__ == "__main__": + """Main entry point for the configuration generator application.""" + app = GenConfigApp() + app.run()