Bump version.

README.md

@@ -13,7 +13,7 @@
 
 See Trusses for popular models including:
 
-* 🦙 [Llama 2 7B](https://github.com/basetenlabs/truss-examples/tree/main/llama-2-7b-chat) ([13B](https://github.com/basetenlabs/truss-examples/tree/main/llama-2-13b-chat)) ([70B](https://github.com/basetenlabs/truss-examples/tree/main/llama-2-70b-chat))
+* 🦙 [Llama 2 7B](https://github.com/basetenlabs/truss-examples/tree/main/model_library/llama-2-7b-chat) ([13B](https://github.com/basetenlabs/truss-examples/tree/main/model_library/llama-2-13b-chat)) ([70B](https://github.com/basetenlabs/truss-examples/tree/main/model_library/llama-2-70b-chat))
 * 🎨 [Stable Diffusion XL](https://github.com/basetenlabs/truss-examples/tree/main/stable-diffusion-xl-1.0)
 * 🗣 [Whisper](https://github.com/basetenlabs/truss-examples/tree/main/whisper-truss)
 

bin/generate_truss_examples.py

@@ -0,0 +1,299 @@
+"""
+Script to take the Truss examples in https://github.com/basetenlabs/truss-examples,
+and generate documentation.
+
+Usage:
+```
+$ poetry run python bin/generate_truss_examples.py
+```
+"""
+import enum
+import json
+import os
+import shutil
+import subprocess
+import sys
+from pathlib import Path
+from typing import List, Optional, Tuple
+
+import yaml
+
+DOC_CONFIGURATION_FILE = "doc.yaml"
+TRUSS_EXAMPLES_REPO = "https://github.com/basetenlabs/truss-examples"
+DESTINATION_DIR = "truss-examples"
+MINT_CONFIG_PATH = "docs/mint.json"
+
+
+class FileType(enum.Enum):
+    YAML = "yaml"
+    PYTHON = "python"
+
+
+def clone_repo():
+    """
+    If the destination directory exists, remove it.
+    Then, clone the given repo into the specified directory.
+    """
+    if Path(DESTINATION_DIR).exists():
+        shutil.rmtree(DESTINATION_DIR)
+
+    try:
+        subprocess.run(
+            ["git", "clone", TRUSS_EXAMPLES_REPO, DESTINATION_DIR], check=True
+        )
+        print(f"Successfully cloned {TRUSS_EXAMPLES_REPO} to {DESTINATION_DIR}")
+    except subprocess.CalledProcessError as e:
+        print(f"Error cloning the repo: {e}")
+        sys.exit(1)
+
+
+def fetch_file_contents(path: str):
+    with open(path, "r") as f:
+        return f.read()
+
+
+def _fetch_example_dirs(root_dir: str) -> List[str]:
+    """
+    Walk through the directory structure from the root directory and
+    find all directories that have the specified file in it.
+    """
+    dirs_with_file = []
+
+    for dirpath, _, filenames in os.walk(root_dir):
+        if DOC_CONFIGURATION_FILE in filenames:
+            dirs_with_file.append(dirpath)
+
+    return dirs_with_file
+
+
+def _get_example_destination(truss_directory: str) -> Path:
+    """
+    Get the destination directory for the example.
+    """
+    original_path = Path(truss_directory)
+    folder, example = original_path.parts[1:]
+    example_file = f"{example}.mdx"
+    return Path("docs/examples") / folder / example_file
+
+
+def _get_file_type(file_path: str) -> FileType:
+    extension = Path(file_path).suffix
+    if extension == ".yaml":
+        return FileType.YAML
+
+    if extension == ".py":
+        return FileType.PYTHON
+
+    raise ValueError(f"Unknown file type: {extension}")
+
+
+class ContentBlock:
+    def formatted_content(self) -> str:
+        raise NotImplementedError
+
+
+class CodeBlock(ContentBlock):
+    def __init__(self, file_type: FileType, file_path: str):
+        self.file_type = file_type
+        self.file_path = file_path
+        self.content = ""
+
+    def formatted_content(self) -> str:
+        """
+        Outputs code blocks in the format:
+
+        ```python main.py
+        def main():
+            ...
+        ```
+        """
+        return f"\n```{self.file_type.value} {self.file_path}\n{self.content}```"
+
+
+class MarkdownBlock(ContentBlock):
+    def __init__(self, content: str):
+        self.content = content
+
+    def formatted_content(self) -> str:
+        # Remove the first comment and space character, such that
+        # "# Hello" becomes "Hello
+        return self.content.strip()[2:]
+
+
+class MarkdownExtractor:
+    """
+    Class that supports ingesting a code file line-by-line, and produces a formatted
+    mdx file.
+    """
+
+    def __init__(self, file_type: FileType, file_path: str):
+        self.file_type = file_type
+        self.file_path = file_path
+
+        self.blocks: List[ContentBlock] = []
+        self.current_code_block: Optional[CodeBlock] = None
+
+    def ingest(self, line: str):
+        """
+        For each line, check that it is a comment by the presence of "#".
+        If it is a comment, append it to the blocks.
+
+        If it is not a comment, either append to the current code block, or
+        create a new code block if this isn't one.
+
+        When this is finished, we can then very easily produce the mdx file.
+        """
+        stripped_line = line.strip()
+
+        # Case of Markdown line
+        if stripped_line.startswith("#"):
+            self.current_code_block = None
+            self.blocks.append(MarkdownBlock(line))
+        else:
+            if self.current_code_block is None:
+                self.current_code_block = CodeBlock(self.file_type, self.file_path)
+                self.blocks.append(self.current_code_block)
+            self.current_code_block.content += line + "\n"
+
+    def _formatted_request_example(self) -> str:
+        """
+        A key part of the mdx file is that each has a <RequestExample> block at the
+        bottom the file. This generates that for the given file by appending all the
+        CodeBlocks together.
+        """
+        code_blocks = [block for block in self.blocks if isinstance(block, CodeBlock)]
+        code_content = "".join([code_block.content for code_block in code_blocks])
+
+        return f"""```{self.file_type.value} {self.file_path}\n{code_content}```"""
+
+    def mdx_content(self) -> Tuple[str, str]:
+        full_content = "\n".join([block.formatted_content() for block in self.blocks])
+
+        return (
+            full_content + "\n",
+            self._formatted_request_example(),
+        )
+
+
+def _extract_mdx_content_and_code(full_file_path: str, path: str) -> Tuple[str, str]:
+    file_content = fetch_file_contents(full_file_path)
+    file_type = _get_file_type(path)
+    extractor = MarkdownExtractor(file_type, path)
+    for line in file_content.splitlines():
+        extractor.ingest(line)
+
+    return extractor.mdx_content()
+
+
+def _generate_request_example_block(code: str):
+    return f"""
+<RequestExample>
+{code}
+</RequestExample>
+"""
+
+
+def _generate_truss_example(truss_directory: str):
+    print("Generating example for: ", truss_directory)
+    doc_information = yaml.safe_load(
+        fetch_file_contents(f"{truss_directory}/{DOC_CONFIGURATION_FILE}")
+    )
+
+    example_destination = _get_example_destination(truss_directory)
+
+    header = f"""---
+title: "{doc_information["title"]}"
+description: "{doc_information["description"]}"
+---
+"""
+
+    path_in_examples_repo = "/".join(Path(truss_directory).parts[1:])
+    link_to_github = f"""
+        <Card
+          title="View on Github"
+          icon="github" href="{TRUSS_EXAMPLES_REPO}/tree/main/{path_in_examples_repo}">
+        </Card>
+    """
+    files_to_scrape = doc_information["files"]
+
+    full_content, code_blocks = zip(
+        *[
+            _extract_mdx_content_and_code(Path(truss_directory) / file, file)
+            for file in files_to_scrape
+        ]
+    )
+
+    full_code_block = "\n".join(code_blocks)
+    file_content = "\n".join(full_content) + _generate_request_example_block(
+        full_code_block
+    )
+    example_content = f"""{header}\n{link_to_github}\n{file_content}"""
+    path_to_example = Path(example_destination)
+    path_to_example.parent.mkdir(parents=True, exist_ok=True)
+
+    path_to_example.write_text(example_content)
+
+
+def _format_group_name(group_name: str) -> str:
+    """
+    This function takes the parent directory name in, and converts it
+    into a more human readable format for the table of contents.
+
+    Note that parent directory names are assumed to be in the format:
+    * 1_introduction/... (becomes "Introduction")
+    * 2_image_classification/... (becomes "Image classification")
+    * 3_llms/... (becomes "LLMs")
+    """
+    lowercase_name = " ".join(group_name.split("_")[1:])
+    # Capitalize the first letter. We do this rather than
+    # use .capitalize() or .title() because we want to preserve
+    # the case of subsequent letters
+    return lowercase_name[0].upper() + lowercase_name[1:]
+
+
+def update_toc(example_dirs: List[str]):
+    """
+    Update the table of contents in the README.md file.
+
+    Parameters:
+    example_dirs: List of directories as strings in the form "truss-examples-2/..."
+    """
+
+    # Exclude the root directory ("truss_examples") from the path
+    transformed_example_paths = [Path(example).parts[1:] for example in example_dirs]
+
+    mint_config = json.loads(fetch_file_contents(MINT_CONFIG_PATH))
+    navigation = mint_config["navigation"]
+
+    examples_section = [item for item in navigation if item["group"] == "Examples"][0]
+
+    # Sort examples by the group name
+    examples_section["pages"] = [
+        f"examples/{example_path[0]}/{example_path[1]}"
+        for example_path in sorted(
+            transformed_example_paths, key=lambda example: example[0]
+        )
+    ]
+
+    serialized_mint_config = json.dumps(mint_config, indent=2)
+    Path(MINT_CONFIG_PATH).write_text(serialized_mint_config)
+
+
+def generate_truss_examples():
+    """
+    Walk through the Truss examples repo, and for each
+    of the examples in the repo, generate documentation.
+
+    Finish the process by updating the table of contents.
+    """
+    clone_repo()
+
+    example_dirs = _fetch_example_dirs(DESTINATION_DIR)
+    for truss_directory in example_dirs:
+        _generate_truss_example(truss_directory)
+
+    update_toc(example_dirs)
+
+
+if __name__ == "__main__":
+    generate_truss_examples()