diff options
Diffstat (limited to 'continuedev')
56 files changed, 5588 insertions, 0 deletions
diff --git a/continuedev/.gitignore b/continuedev/.gitignore new file mode 100644 index 00000000..391ae7db --- /dev/null +++ b/continuedev/.gitignore @@ -0,0 +1,2 @@ +notes.md +config.json
\ No newline at end of file diff --git a/continuedev/README.md b/continuedev/README.md new file mode 100644 index 00000000..5af08e24 --- /dev/null +++ b/continuedev/README.md @@ -0,0 +1,19 @@ +## Steps to start + +- `cd continue/continue` +- Make sure packages are installed with `poetry install` +- `poetry shell` +- `cd ..` +- `python3 -m continuedev.src.continuedev` + +## Steps to generate JSON Schema + +Same up until last step and then `python3 -m continuedev.src.scripts.gen_json_schema`. + +## Start the server + +Same steps, then `uvicorn continue.src.server.main:app --reload`. + +## To build + +Run `poetry build` and it will output wheel and tarball files in `./dist`. diff --git a/continuedev/__init__.py b/continuedev/__init__.py new file mode 100644 index 00000000..e69de29b --- /dev/null +++ b/continuedev/__init__.py diff --git a/continuedev/poetry.lock b/continuedev/poetry.lock new file mode 100644 index 00000000..810560b6 --- /dev/null +++ b/continuedev/poetry.lock @@ -0,0 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b/continuedev/poetry.toml new file mode 100644 index 00000000..ab1033bd --- /dev/null +++ b/continuedev/poetry.toml @@ -0,0 +1,2 @@ +[virtualenvs] +in-project = true diff --git a/continuedev/pyproject.toml b/continuedev/pyproject.toml new file mode 100644 index 00000000..5c224c9c --- /dev/null +++ b/continuedev/pyproject.toml @@ -0,0 +1,25 @@ +[tool.poetry] +name = "continuedev" +version = "0.1.0" +description = "" +authors = ["Nate Sesti <sestinj@gmail.com>"] +readme = "README.md" + +[tool.poetry.dependencies] +python = "^3.9" +fastapi = "^0.95.1" +typer = "^0.7.0" +openai = "^0.27.5" +boltons = "^23.0.0" +pydantic = "^1.10.7" +uvicorn = "^0.21.1" +python-dotenv = "^1.0.0" +nest-asyncio = "^1.5.6" +websockets = "^11.0.2" +urllib3 = "1.26.15" +gpt-index = "^0.6.8" +setuptools = "^67.7.2" + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" diff --git a/continuedev/src/__init__.py b/continuedev/src/__init__.py new file mode 100644 index 00000000..e69de29b --- /dev/null +++ b/continuedev/src/__init__.py diff --git a/continuedev/src/continuedev/__init__.py b/continuedev/src/continuedev/__init__.py new file mode 100644 index 00000000..e69de29b --- /dev/null +++ b/continuedev/src/continuedev/__init__.py diff --git a/continuedev/src/continuedev/libs/__init__.py b/continuedev/src/continuedev/libs/__init__.py new file mode 100644 index 00000000..e69de29b --- /dev/null +++ b/continuedev/src/continuedev/libs/__init__.py diff --git a/continuedev/src/continuedev/libs/chroma/.gitignore b/continuedev/src/continuedev/libs/chroma/.gitignore new file mode 100644 index 00000000..6320cd24 --- /dev/null +++ b/continuedev/src/continuedev/libs/chroma/.gitignore @@ -0,0 +1 @@ +data
\ No newline at end of file diff --git a/continuedev/src/continuedev/libs/chroma/query.py b/continuedev/src/continuedev/libs/chroma/query.py new file mode 100644 index 00000000..5a1c89b3 --- /dev/null +++ b/continuedev/src/continuedev/libs/chroma/query.py @@ -0,0 +1,78 @@ +import subprocess +import sys +from llama_index import GPTVectorStoreIndex, StorageContext, load_index_from_storage +import os +from typer import Typer +from enum import Enum +from .update import update_codebase_index, create_codebase_index, index_dir_for, get_current_branch +from .replace import replace_additional_index + +app = Typer() + + +def query_codebase_index(query: str) -> str: + """Query the codebase index.""" + branch = subprocess.check_output( + ["git", "rev-parse", "--abbrev-ref", "HEAD"]).decode("utf-8").strip() + path = index_dir_for(branch) + if not os.path.exists(path): + print("No index found for the codebase at ", path) + return "" + + storage_context = StorageContext.from_defaults( + persist_dir=index_dir_for(branch)) + index = load_index_from_storage(storage_context) + # index = GPTVectorStoreIndex.load_from_disk(path) + engine = index.as_query_engine() + return engine.query(query) + + +def query_additional_index(query: str) -> str: + """Query the additional index.""" + index = GPTVectorStoreIndex.load_from_disk('data/additional_index.json') + return index.query(query) + + +class IndexTypeOption(str, Enum): + codebase = "codebase" + additional = "additional" + + +@app.command() +def query(context: IndexTypeOption, query: str): + if context == IndexTypeOption.additional: + response = query_additional_index(query) + elif context == IndexTypeOption.codebase: + response = query_codebase_index(query) + else: + print("Error: unknown context") + print({"response": response}) + + +@app.command() +def check_index_exists(root_path: str): + branch = get_current_branch() + exists = os.path.exists(index_dir_for(branch)) + print({"exists": exists}) + + +@app.command() +def update(): + update_codebase_index() + print("Updated codebase index") + + +@app.command("create") +def create_index(): + create_codebase_index() + print("Created file index") + + +@app.command() +def replace_additional_index(info: str): + replace_additional_index() + print("Replaced additional index") + + +if __name__ == '__main__': + app() diff --git a/continuedev/src/continuedev/libs/chroma/replace.py b/continuedev/src/continuedev/libs/chroma/replace.py new file mode 100644 index 00000000..1868b152 --- /dev/null +++ b/continuedev/src/continuedev/libs/chroma/replace.py @@ -0,0 +1,19 @@ +import sys +from llama_index import GPTVectorStoreIndex, Document + + +def replace_additional_index(info: str): + """Replace the additional index.""" + with open('data/additional_context.txt', 'w') as f: + f.write(info) + documents = [Document(info)] + index = GPTVectorStoreIndex(documents) + index.save_to_disk('data/additional_index.json') + print("Additional index replaced") + + +if __name__ == "__main__": + """python3 replace.py <info>""" + info = sys.argv[1] if len(sys.argv) > 1 else None + if info: + replace_additional_index(info) diff --git a/continuedev/src/continuedev/libs/chroma/update.py b/continuedev/src/continuedev/libs/chroma/update.py new file mode 100644 index 00000000..3b9eb743 --- /dev/null +++ b/continuedev/src/continuedev/libs/chroma/update.py @@ -0,0 +1,213 @@ +# import faiss +import json +import os +import subprocess + +from llama_index.langchain_helpers.text_splitter import TokenTextSplitter +from llama_index import GPTVectorStoreIndex, SimpleDirectoryReader, Document +from typing import List, Generator, Tuple +from dotenv import load_dotenv + +load_dotenv() + +FILE_TYPES_TO_IGNORE = [ + '.pyc', + '.png', + '.jpg', + '.jpeg', + '.gif', + '.svg', + '.ico' +] + + +def further_filter(files: List[str], root_dir: str): + """Further filter files before indexing.""" + for file in files: + if file.endswith(tuple(FILE_TYPES_TO_IGNORE)) or file.startswith('.git') or file.startswith('archive'): + continue + yield root_dir + "/" + file + + +def get_git_root_dir(path: str): + """Get the root directory of a Git repository.""" + try: + return subprocess.check_output(['git', 'rev-parse', '--show-toplevel'], cwd=path).strip().decode() + except subprocess.CalledProcessError: + return None + + +def get_git_ignored_files(root_dir: str): + """Get the list of ignored files in a Git repository.""" + try: + output = subprocess.check_output( + ['git', 'ls-files', '--ignored', '--others', '--exclude-standard'], cwd=root_dir).strip().decode() + return output.split('\n') + except subprocess.CalledProcessError: + return [] + + +def get_all_files(root_dir: str): + """Get a list of all files in a directory.""" + for dir_path, _, file_names in os.walk(root_dir): + for file_name in file_names: + yield os.path.join(os.path.relpath(dir_path, root_dir), file_name) + + +def get_input_files(root_dir: str): + """Get a list of all files in a Git repository that are not ignored.""" + ignored_files = set(get_git_ignored_files(root_dir)) + all_files = set(get_all_files(root_dir)) + nonignored_files = all_files - ignored_files + return further_filter(nonignored_files, root_dir) + + +def load_gpt_index_documents(root: str) -> List[Document]: + """Loads a list of GPTIndex Documents, respecting .gitignore files.""" + # Get input files + input_files = get_input_files(root) + # Use SimpleDirectoryReader to load the files into Documents + return SimpleDirectoryReader(root, input_files=input_files, file_metadata=lambda filename: {"filename": filename}).load_data() + + +def index_dir_for(branch: str) -> str: + return f"/Users/natesesti/Desktop/continue/continuedev/src/continuedev/libs/data/{branch}" + + +def get_git_root_dir(): + return "/Users/natesesti/Desktop/continue/extension/examples/python" + result = subprocess.run(['git', 'rev-parse', '--show-toplevel'], + stdout=subprocess.PIPE, stderr=subprocess.PIPE) + return result.stdout.decode().strip() + + +def get_current_branch() -> str: + return subprocess.check_output(["git", "rev-parse", "--abbrev-ref", "HEAD"]).decode("utf-8").strip() + + +def get_current_commit() -> str: + return subprocess.check_output(["git", "rev-parse", "HEAD"]).decode("utf-8").strip() + + +def create_codebase_index(): + """Create a new index for the current branch.""" + branch = get_current_branch() + if not os.path.exists(index_dir_for(branch)): + os.makedirs(index_dir_for(branch)) + + print("ROOT DIRECTORY: ", get_git_root_dir()) + documents = load_gpt_index_documents(get_git_root_dir()) + + chunks = {} + doc_chunks = [] + for doc in documents: + text_splitter = TokenTextSplitter() + text_chunks = text_splitter.split_text(doc.text) + filename = doc.extra_info["filename"] + chunks[filename] = len(text_chunks) + for i, text in enumerate(text_chunks): + doc_chunks.append(Document(text, doc_id=f"{filename}::{i}")) + + with open(f"{index_dir_for(branch)}/metadata.json", "w") as f: + json.dump({"commit": get_current_commit(), + "chunks": chunks}, f, indent=4) + + index = GPTVectorStoreIndex([]) + + for chunk in doc_chunks: + index.insert(chunk) + + # d = 1536 # Dimension of text-ada-embedding-002 + # faiss_index = faiss.IndexFlatL2(d) + # index = GPTFaissIndex(documents, faiss_index=faiss_index) + # index.save_to_disk(f"{index_dir_for(branch)}/index.json", faiss_index_save_path=f"{index_dir_for(branch)}/index_faiss_core.index") + + index.storage_context.persist( + persist_dir=index_dir_for(branch)) + + print("Codebase index created") + + +def get_modified_deleted_files() -> Tuple[List[str], List[str]]: + """Get a list of all files that have been modified since the last commit.""" + branch = get_current_branch() + current_commit = get_current_commit() + + metadata = f"{index_dir_for(branch)}/metadata.json" + with open(metadata, "r") as f: + previous_commit = json.load(f)["commit"] + + modified_deleted_files = subprocess.check_output( + ["git", "diff", "--name-only", previous_commit, current_commit]).decode("utf-8").strip() + modified_deleted_files = modified_deleted_files.split("\n") + modified_deleted_files = [f for f in modified_deleted_files if f] + + root = get_git_root_dir() + deleted_files = [ + f for f in modified_deleted_files if not os.path.exists(root + "/" + f)] + modified_files = [ + f for f in modified_deleted_files if os.path.exists(root + "/" + f)] + + return further_filter(modified_files, index_dir_for(branch)), further_filter(deleted_files, index_dir_for(branch)) + + +def update_codebase_index(): + """Update the index with a list of files.""" + branch = get_current_branch() + + if not os.path.exists(index_dir_for(branch)): + create_codebase_index() + else: + # index = GPTFaissIndex.load_from_disk(f"{index_dir_for(branch)}/index.json", faiss_index_save_path=f"{index_dir_for(branch)}/index_faiss_core.index") + index = GPTVectorStoreIndex.load_from_disk( + f"{index_dir_for(branch)}/index.json") + modified_files, deleted_files = get_modified_deleted_files() + + with open(f"{index_dir_for(branch)}/metadata.json", "r") as f: + metadata = json.load(f) + + for file in deleted_files: + + num_chunks = metadata["chunks"][file] + for i in range(num_chunks): + index.delete(f"{file}::{i}") + + del metadata["chunks"][file] + + print(f"Deleted {file}") + + for file in modified_files: + + if file in metadata["chunks"]: + + num_chunks = metadata["chunks"][file] + + for i in range(num_chunks): + index.delete(f"{file}::{i}") + + print(f"Deleted old version of {file}") + + with open(file, "r") as f: + text = f.read() + + text_splitter = TokenTextSplitter() + text_chunks = text_splitter.split_text(text) + + for i, text in enumerate(text_chunks): + index.insert(Document(text, doc_id=f"{file}::{i}")) + + metadata["chunks"][file] = len(text_chunks) + + print(f"Inserted new version of {file}") + + metadata["commit"] = get_current_commit() + + with open(f"{index_dir_for(branch)}/metadata.json", "w") as f: + json.dump(metadata, f, indent=4) + + print("Codebase index updated") + + +if __name__ == "__main__": + """python3 update.py""" + update_codebase_index() diff --git a/continuedev/src/continuedev/libs/core.py b/continuedev/src/continuedev/libs/core.py new file mode 100644 index 00000000..6a8a83ba --- /dev/null +++ b/continuedev/src/continuedev/libs/core.py @@ -0,0 +1,423 @@ +import traceback +import time +from typing import Callable, Coroutine, Dict, Generator, List, Tuple, Union +from ..models.filesystem_edit import EditDiff, FileEdit, FileEditWithFullContents, FileSystemEdit +from ..models.filesystem import FileSystem +from pydantic import BaseModel, parse_file_as, validator +from .llm import LLM +from .observation import Observation, UserInputObservation +from ..server.ide_protocol import AbstractIdeProtocolServer +from .util.queue import AsyncSubscriptionQueue + + +class ContinueBaseModel(BaseModel): + class Config: + underscore_attrs_are_private = True + + +class HistoryNode(ContinueBaseModel): + """A point in history, a list of which make up History""" + step: "Step" + observation: Union[Observation, None] + depth: int + + +class History(ContinueBaseModel): + """A history of steps taken and their results""" + timeline: List[HistoryNode] + current_index: int + + def add_node(self, node: HistoryNode): + self.timeline.insert(self.current_index + 1, node) + self.current_index += 1 + + def get_current(self) -> Union[HistoryNode, None]: + if self.current_index < 0: + return None + return self.timeline[self.current_index] + + def remove_current_and_substeps(self): + self.timeline.pop(self.current_index) + while self.get_current() is not None and self.get_current().depth > 0: + self.timeline.pop(self.current_index) + + def take_next_step(self) -> Union["Step", None]: + if self.has_future(): + self.current_index += 1 + current_state = self.get_current() + if current_state is None: + return None + return current_state.step + return None + + def get_current_index(self) -> int: + return self.current_index + + def has_future(self) -> bool: + return self.current_index < len(self.timeline) - 1 + + def step_back(self): + self.current_index -= 1 + + def last_observation(self) -> Union[Observation, None]: + state = self.get_current() + if state is None: + return None + return state.observation + + @classmethod + def from_empty(cls): + return cls(timeline=[], current_index=-1) + + +class FullState(ContinueBaseModel): + """A full state of the program, including the history""" + history: History + active: bool + user_input_queue: List[str] + + +class Policy(ContinueBaseModel): + """A rule that determines which step to take next""" + + # Note that history is mutable, kinda sus + def next(self, history: History = History.from_empty()) -> "Step": + raise NotImplementedError + + +class ContinueSDK: + """The SDK provided as parameters to a step""" + llm: LLM + ide: AbstractIdeProtocolServer + __agent: "Agent" + + def __init__(self, agent: "Agent", llm: Union[LLM, None] = None): + if llm is None: + self.llm = agent.llm + else: + self.llm = llm + self.ide = agent.ide + self.__agent = agent + + @property + def history(self) -> History: + return self.__agent.history + + async def run_step(self, step: "Step") -> Coroutine[Observation, None, None]: + return await self.__agent._run_singular_step(step) + + async def apply_filesystem_edit(self, edit: FileSystemEdit): + await self.run_step(FileSystemEditStep(edit=edit)) + + async def wait_for_user_input(self) -> str: + return await self.__agent.wait_for_user_input() + + +class Agent(ContinueBaseModel): + llm: LLM + policy: Policy + ide: AbstractIdeProtocolServer + history: History = History.from_empty() + _on_update_callbacks: List[Callable[["FullState"], None]] = [] + + _active: bool = False + _should_halt: bool = False + _main_user_input_queue: List[str] = [] + + _user_input_queue = AsyncSubscriptionQueue() + + class Config: + arbitrary_types_allowed = True + + def get_full_state(self) -> FullState: + return FullState(history=self.history, active=self._active, user_input_queue=self._main_user_input_queue) + + def on_update(self, callback: Callable[["FullState"], None]): + """Subscribe to changes to state""" + self._on_update_callbacks.append(callback) + + def update_subscribers(self): + full_state = self.get_full_state() + for callback in self._on_update_callbacks: + callback(full_state) + + def __get_step_params(self, step: "Step"): + return ContinueSDK(agent=self, llm=self.llm.with_system_message(step.system_message)) + + def give_user_input(self, input: str, index: int): + self._user_input_queue.post(index, input) + + async def wait_for_user_input(self) -> str: + self._active = False + self.update_subscribers() + await self._user_input_queue.get(self.history.current_index) + self._active = True + self.update_subscribers() + + _manual_edits_buffer: List[FileEditWithFullContents] = [] + + async def reverse_to_index(self, index: int): + try: + while self.history.get_current_index() >= index: + current_step = self.history.get_current().step + self.history.step_back() + if issubclass(current_step.__class__, ReversibleStep): + await current_step.reverse(self.__get_step_params(current_step)) + + self.update_subscribers() + except Exception as e: + print(e) + + def handle_manual_edits(self, edits: List[FileEditWithFullContents]): + for edit in edits: + self._manual_edits_buffer.append(edit) + # TODO: You're storing a lot of unecessary data here. Can compress into EditDiffs on the spot, and merge. + # self._manual_edits_buffer = merge_file_edit(self._manual_edits_buffer, edit) + + def handle_traceback(self, traceback: str): + raise NotImplementedError + + _step_depth: int = 0 + + async def _run_singular_step(self, step: "Step", is_future_step: bool = False) -> Coroutine[Observation, None, None]: + if not is_future_step: + # Check manual edits buffer, clear out if needed by creating a ManualEditStep + if len(self._manual_edits_buffer) > 0: + manualEditsStep = ManualEditStep.from_sequence( + self._manual_edits_buffer) + self._manual_edits_buffer = [] + await self._run_singular_step(manualEditsStep) + + # Update history - do this first so we get top-first tree ordering + self.history.add_node(HistoryNode( + step=step, observation=None, depth=self._step_depth)) + + # Run step + self._step_depth += 1 + observation = await step(self.__get_step_params(step)) + self._step_depth -= 1 + + # Add observation to history + self.history.get_current().observation = observation + + # Update its description + step._set_description(await step.describe(self.llm)) + + # Call all subscribed callbacks + self.update_subscribers() + + return observation + + async def run_from_step(self, step: "Step"): + # if self._active: + # raise RuntimeError("Agent is already running") + self._active = True + + next_step = step + is_future_step = False + while not (next_step is None or self._should_halt): + try: + if is_future_step: + # If future step, then we are replaying and need to delete the step from history so it can be replaced + self.history.remove_current_and_substeps() + + observation = await self._run_singular_step(next_step, is_future_step) + if next_step := self.policy.next(self.history): + is_future_step = False + elif next_step := self.history.take_next_step(): + is_future_step = True + else: + next_step = None + + except Exception as e: + print( + f"Error while running step: \n{''.join(traceback.format_tb(e.__traceback__))}\n{e}") + next_step = None + + self._active = False + + # Doing this so active can make it to the frontend after steps are done. But want better state syncing tools + for callback in self._on_update_callbacks: + callback(None) + + async def run_from_observation(self, observation: Observation): + next_step = self.policy.next(self.history) + await self.run_from_step(next_step) + + async def run_policy(self): + first_step = self.policy.next(self.history) + await self.run_from_step(first_step) + + async def _request_halt(self): + if self._active: + self._should_halt = True + while self._active: + time.sleep(0.1) + self._should_halt = False + return None + + async def accept_user_input(self, user_input: str): + self._main_user_input_queue.append(user_input) + self.update_subscribers() + + if len(self._main_user_input_queue) > 1: + return + + # await self._request_halt() + # Just run the step that takes user input, and + # then up to the policy to decide how to deal with it. + self._main_user_input_queue.pop(0) + self.update_subscribers() + await self.run_from_step(UserInputStep(user_input=user_input)) + + while len(self._main_user_input_queue) > 0: + await self.run_from_step(UserInputStep( + user_input=self._main_user_input_queue.pop(0))) + + async def accept_refinement_input(self, user_input: str, index: int): + await self._request_halt() + await self.reverse_to_index(index) + await self.run_from_step(UserInputStep(user_input=user_input)) + + +class Step(ContinueBaseModel): + name: str = None + hide: bool = False + _description: Union[str, None] = None + + system_message: Union[str, None] = None + + class Config: + copy_on_model_validation = False + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + if self._description is not None: + return self._description + return "Running step: " + self.name + + def _set_description(self, description: str): + self._description = description + + def dict(self, *args, **kwargs): + d = super().dict(*args, **kwargs) + if self._description is not None: + d["description"] = self._description + else: + d["description"] = self.name + return d + + @validator("name", pre=True, always=True) + def name_is_class_name(cls, name): + if name is None: + return cls.__name__ + return name + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + raise NotImplementedError + + async def __call__(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + return await self.run(sdk) + + def __rshift__(self, other: "Step"): + steps = [] + if isinstance(self, SequentialStep): + steps = self.steps + else: + steps.append(self) + if isinstance(other, SequentialStep): + steps += other.steps + else: + steps.append(other) + return SequentialStep(steps=steps) + + +class SequentialStep(Step): + steps: list[Step] + hide: bool = True + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + for step in self.steps: + observation = await sdk.run_step(step) + return observation + + +class ReversibleStep(Step): + async def reverse(self, sdk: ContinueSDK): + raise NotImplementedError + + +class FileSystemEditStep(ReversibleStep): + edit: FileSystemEdit + _diff: Union[EditDiff, None] = None + + hide: bool = True + + async def run(self, sdk: "ContinueSDK") -> Coroutine[Observation, None, None]: + self._diff = await sdk.ide.applyFileSystemEdit(self.edit) + return None + + async def reverse(self, sdk: "ContinueSDK"): + await sdk.ide.applyFileSystemEdit(self._diff.backward) + # Where and when should file saves happen? + + +class ManualEditStep(ReversibleStep): + edit_diff: EditDiff + hide: bool = True + + hide: bool = True + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + return "Manual edit step" + # TODO - only handling FileEdit here, but need all other types of FileSystemEdits + # Also requires the merge_file_edit function + # return llm.complete(dedent(f"""This code was replaced: + + # {self.edit_diff.backward.replacement} + + # With this code: + + # {self.edit_diff.forward.replacement} + + # Maximally concise summary of changes in bullet points (can use markdown): + # """)) + + @classmethod + def from_sequence(cls, edits: List[FileEditWithFullContents]) -> "ManualEditStep": + diffs = [] + for edit in edits: + _, diff = FileSystem.apply_edit_to_str( + edit.fileContents, edit.fileEdit) + diffs.append(diff) + return cls(edit_diff=EditDiff.from_sequence(diffs)) + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + return None + + async def reverse(self, sdk: ContinueSDK): + await sdk.ide.applyFileSystemEdit(self.edit_diff.backward) + + +class UserInputStep(Step): + user_input: str + name: str = "User Input" + hide: bool = True + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + return self.user_input + + async def run(self, sdk: ContinueSDK) -> Coroutine[UserInputObservation, None, None]: + return UserInputObservation(user_input=self.user_input) + + +class ValidatorObservation(Observation): + passed: bool + observation: Observation + + +class Validator(Step): + def run(self, sdk: ContinueSDK) -> ValidatorObservation: + raise NotImplementedError + + +HistoryNode.update_forward_refs() diff --git a/continuedev/src/continuedev/libs/llm/__init__.py b/continuedev/src/continuedev/libs/llm/__init__.py new file mode 100644 index 00000000..6bae2222 --- /dev/null +++ b/continuedev/src/continuedev/libs/llm/__init__.py @@ -0,0 +1,22 @@ +from typing import Union +from ...models.main import AbstractModel +from pydantic import BaseModel + + +class LLM(BaseModel): + system_message: Union[str, None] = None + + def complete(self, prompt: str, **kwargs): + """Return the completion of the text with the given temperature.""" + raise + + def __call__(self, prompt: str, **kwargs): + return self.complete(prompt, **kwargs) + + def fine_tune(self, pairs: list): + """Fine tune the model on the given prompt/completion pairs.""" + raise NotImplementedError + + def with_system_message(self, system_message: Union[str, None]): + """Return a new model with the given system message.""" + raise NotImplementedError diff --git a/continuedev/src/continuedev/libs/llm/hugging_face.py b/continuedev/src/continuedev/libs/llm/hugging_face.py new file mode 100644 index 00000000..868cb560 --- /dev/null +++ b/continuedev/src/continuedev/libs/llm/hugging_face.py @@ -0,0 +1,14 @@ +from .llm import LLM +from transformers import AutoTokenizer, AutoModelForCausalLM + +class HuggingFace(LLM): + def __init__(self, model_path: str = "Salesforce/codegen-2B-mono"): + self.model_path = model_path + self.tokenizer = AutoTokenizer.from_pretrained(model_path) + self.model = AutoModelForCausalLM.from_pretrained(model_path) + + def complete(self, prompt: str, **kwargs): + args = { "max_tokens": 100 } | kwargs + input_ids = self.tokenizer(prompt, return_tensors="pt").input_ids + generated_ids = self.model.generate(input_ids, max_length=args["max_tokens"]) + return self.tokenizer.decode(generated_ids[0], skip_special_tokens=True)
\ No newline at end of file diff --git a/continuedev/src/continuedev/libs/llm/openai.py b/continuedev/src/continuedev/libs/llm/openai.py new file mode 100644 index 00000000..bb745e75 --- /dev/null +++ b/continuedev/src/continuedev/libs/llm/openai.py @@ -0,0 +1,159 @@ +import asyncio +import time +from typing import Any, Dict, Generator, List, Union +import openai +import aiohttp +from ..llm import LLM +from pydantic import BaseModel, validator + + +class OpenAI(LLM): + api_key: str + completion_count: int = 0 + default_model: str = "text-davinci-003" + + @validator("api_key", pre=True, always=True) + def validate_api_key(cls, v): + openai.api_key = v + return v + + def with_system_message(self, system_message: Union[str, None]): + return OpenAI(api_key=self.api_key, system_message=system_message) + + def stream_chat(self, messages, **kwargs) -> Generator[Union[Any, List, Dict], None, None]: + self.completion_count += 1 + args = {"max_tokens": 512, "temperature": 0.5, "top_p": 1, + "frequency_penalty": 0, "presence_penalty": 0} | kwargs + args["stream"] = True + args["model"] = "gpt-3.5-turbo" + + for chunk in openai.ChatCompletion.create( + messages=messages, + **args, + ): + if "content" in chunk.choices[0].delta: + yield chunk.choices[0].delta.content + else: + continue + + def stream_complete(self, prompt: str, **kwargs) -> Generator[Union[Any, List, Dict], None, None]: + self.completion_count += 1 + args = {"model": self.default_model, "max_tokens": 512, "temperature": 0.5, + "top_p": 1, "frequency_penalty": 0, "presence_penalty": 0, "suffix": None} | kwargs + args["stream"] = True + + if args["model"] == "gpt-3.5-turbo": + generator = openai.ChatCompletion.create( + messages=[{ + "role": "user", + "content": prompt + }], + **args, + ) + for chunk in generator: + yield chunk.choices[0].message.content + else: + generator = openai.Completion.create( + prompt=prompt, + **args, + ) + for chunk in generator: + yield chunk.choices[0].text + + def complete(self, prompt: str, **kwargs) -> str: + t1 = time.time() + + self.completion_count += 1 + args = {"model": self.default_model, "max_tokens": 512, "temperature": 0.5, "top_p": 1, + "frequency_penalty": 0, "presence_penalty": 0, "stream": False} | kwargs + + if args["model"] == "gpt-3.5-turbo": + messages = [{ + "role": "user", + "content": prompt + }] + if self.system_message: + messages.insert(0, { + "role": "system", + "content": self.system_message + }) + resp = openai.ChatCompletion.create( + messages=messages, + **args, + ).choices[0].message.content + else: + resp = openai.Completion.create( + prompt=prompt, + **args, + ).choices[0].text + + t2 = time.time() + print("Completion time:", t2 - t1) + return resp + + def edit(self, inp: str, instruction: str) -> str: + try: + resp = openai.Edit.create( + input=inp, + instruction=instruction, + model='text-davinci-edit-001' + ).choices[0].text + return resp + except Exception as e: + print("OpenAI error:", e) + raise e + + def parallel_edit(self, inputs: list[str], instructions: Union[List[str], str], **kwargs) -> list[str]: + args = {"temperature": 0.5, "top_p": 1} | kwargs + args['model'] = 'text-davinci-edit-001' + + async def fn(): + async with aiohttp.ClientSession() as session: + tasks = [] + + async def get(input, instruction): + async with session.post("https://api.openai.com/v1/edits", headers={ + "Content-Type": "application/json", + "Authorization": "Bearer " + self.api_key + }, json={"model": args["model"], "input": input, "instruction": instruction, "temperature": args["temperature"], "max_tokens": args["max_tokens"], "suffix": args["suffix"]}) as resp: + json = await resp.json() + if "error" in json: + print("ERROR IN GPT-3 RESPONSE: ", json) + return None + return json["choices"][0]["text"] + + for i in range(len(inputs)): + tasks.append(get(inputs[i], instructions[i] if isinstance( + instructions, list) else instructions)) + + return await asyncio.gather(*tasks) + + return asyncio.run(fn()) + + def parallel_complete(self, prompts: list[str], suffixes: Union[list[str], None] = None, **kwargs) -> list[str]: + self.completion_count += len(prompts) + args = {"model": self.default_model, "max_tokens": 512, "temperature": 0.5, + "top_p": 1, "frequency_penalty": 0, "presence_penalty": 0} | kwargs + + async def fn(): + async with aiohttp.ClientSession() as session: + tasks = [] + + async def get(prompt, suffix): + async with session.post("https://api.openai.com/v1/completions", headers={ + "Content-Type": "application/json", + "Authorization": "Bearer " + self.api_key + }, json={"model": args["model"], "prompt": prompt, "temperature": args["temperature"], "max_tokens": args["max_tokens"], "suffix": suffix}) as resp: + json = await resp.json() + if "error" in json: + print("ERROR IN GPT-3 RESPONSE: ", json) + return None + return json["choices"][0]["text"] + + for i in range(len(prompts)): + tasks.append(asyncio.ensure_future( + get(prompts[i], suffixes[i] if suffixes else None))) + + return await asyncio.gather(*tasks) + + return asyncio.run(fn()) diff --git a/continuedev/src/continuedev/libs/llm/prompt_utils.py b/continuedev/src/continuedev/libs/llm/prompt_utils.py new file mode 100644 index 00000000..51b64732 --- /dev/null +++ b/continuedev/src/continuedev/libs/llm/prompt_utils.py @@ -0,0 +1,71 @@ +from typing import Dict, List, Union +from ...models.filesystem import RangeInFileWithContents +from ...models.filesystem_edit import FileEdit + + +class MarkdownStyleEncoderDecoder: + # Filename -> the part of the file you care about + range_in_files: List[RangeInFileWithContents] + + def __init__(self, range_in_files: List[RangeInFileWithContents]): + self.range_in_files = range_in_files + + def encode(self) -> str: + return "\n\n".join([ + f"File ({rif.filepath})\n```\n{rif.contents}\n```" + for rif in self.range_in_files + ]) + + def _suggestions_to_file_edits(self, suggestions: Dict[str, str]) -> List[FileEdit]: + file_edits: List[FileEdit] = [] + for suggestion_filepath, suggestion in suggestions.items(): + matching_rifs = list( + filter(lambda r: r.filepath == suggestion_filepath, self.range_in_files)) + if (len(matching_rifs) > 0): + range_in_file = matching_rifs[0] + file_edits.append(FileEdit( + range=range_in_file.range, + filepath=range_in_file.filepath, + replacement=suggestion + )) + + return file_edits + + def _decode_to_suggestions(self, completion: str) -> Dict[str, str]: + if len(self.range_in_files) == 0: + return {} + + if not '```' in completion: + completion = "```\n" + completion + "\n```" + if completion.strip().splitlines()[0].strip() == '```': + first_filepath = self.range_in_files[0].filepath + completion = f"File ({first_filepath})\n" + completion + + suggestions: Dict[str, str] = {} + current_file_lines: List[str] = [] + current_filepath: Union[str, None] = None + last_was_file = False + inside_file = False + for line in completion.splitlines(): + if line.strip().startswith("File ("): + last_was_file = True + current_filepath = line.strip()[6:-1] + elif last_was_file and line.startswith("```"): + last_was_file = False + inside_file = True + elif inside_file: + if line.startswith("```"): + inside_file = False + suggestions[current_filepath] = "\n".join( + current_file_lines) + current_file_lines = [] + current_filepath = None + else: + current_file_lines.append(line) + + return suggestions + + def decode(self, completion: str) -> List[FileEdit]: + suggestions = self._decode_to_suggestions(completion) + file_edits = self._suggestions_to_file_edits(suggestions) + return file_edits diff --git a/continuedev/src/continuedev/libs/llm/prompters.py b/continuedev/src/continuedev/libs/llm/prompters.py new file mode 100644 index 00000000..04e9885a --- /dev/null +++ b/continuedev/src/continuedev/libs/llm/prompters.py @@ -0,0 +1,112 @@ +from typing import Any, Callable, List, Tuple, Union +from ..llm import LLM +from .openai import OpenAI + + +def cls_method_to_str(cls_name: str, init: str, method: str) -> str: + """Convert class and method info to formatted code""" + return f"""class {cls_name}: +{init} +{method}""" + + +# Prompter classes +class Prompter: + def __init__(self, llm: LLM = None): + if llm is None: + self.llm = OpenAI() + else: + self.llm = llm + + def _compile_prompt(self, inp: Any) -> Tuple[str, str, Union[str, None]]: + "Takes input and returns prompt, prefix, suffix" + raise NotImplementedError + + def complete(self, inp: Any, **kwargs) -> str: + prompt, prefix, suffix = self._compile_prompt(inp) + resp = self.llm.complete(prompt + prefix, suffix=suffix, **kwargs) + return prefix + resp + (suffix or "") + + def __call__(self, inp: Any, **kwargs) -> str: + return self.complete(inp, **kwargs) + + def parallel_complete(self, inps: List[Any]) -> List[str]: + prompts = [] + prefixes = [] + suffixes = [] + for inp in inps: + prompt, prefix, suffix = self._compile_prompt(inp) + prompts.append(prompt) + prefixes.append(prefix) + suffixes.append(suffix) + + resps = self.llm.parallel_complete( + [prompt + prefix for prompt, prefix in zip(prompts, prefixes)], suffixes=suffixes) + return [prefix + resp + (suffix or "") for prefix, resp, suffix in zip(prefixes, resps, suffixes)] + + +class MixedPrompter(Prompter): + def __init__(self, prompters: List[Prompter], router: Callable[[Any], int], llm: LLM = None): + super().__init__(llm=llm) + self.prompters = prompters + self.router = router + + def _compile_prompt(self, inp: Any) -> Tuple[str, str, Union[str, None]]: + prompter = self.prompters[self.router(inp)] + return prompter._compile_prompt(inp) + + def complete(self, inp: Any, **kwargs) -> str: + prompter = self.prompters[self.router(inp)] + return prompter.complete(inp, **kwargs) + + +class SimplePrompter(Prompter): + def __init__(self, prompt_fn: Callable[[Any], str], llm: LLM = None): + super().__init__(llm=llm) + self.prompt_fn = prompt_fn + + def _compile_prompt(self, inp: Any) -> Tuple[str, str, Union[str, None]]: + return self.prompt_fn(inp), "", None + + +class FormatStringPrompter(SimplePrompter): + """Pass a formatted string, and the input should be a dict with the keys to format""" + + def __init__(self, prompt: str, llm: LLM = None): + super().__init__(lambda inp: prompt.format(**inp), llm=llm) + + +class BasicCommentPrompter(SimplePrompter): + def __init__(self, comment: str, llm: LLM = None): + super().__init__(lambda inp: f"""{inp} + +# {comment}""", llm=llm) + + +class EditPrompter(Prompter): + def __init__(self, prompt_fn: Callable[[Any], Tuple[str, str]], llm: LLM = None): + super().__init__(llm=llm) + self.prompt_fn = prompt_fn + + def complete(self, inp: str, **kwargs) -> str: + inp, instruction = self.prompt_fn(inp) + return self.llm.edit(inp, instruction, **kwargs) + + def parallel_complete(self, inps: List[Any]) -> List[str]: + prompts = [] + instructions = [] + for inp in inps: + prompt, instruction = self.prompt_fn(inp) + prompts.append(prompt) + instructions.append(instruction) + + return self.llm.parallel_edit(prompts, instructions) + + +class InsertPrompter(Prompter): + def __init__(self, prompt_fn: Callable[[Any], Tuple[str, str, str]], llm: LLM = None): + super().__init__(llm=llm) + self.prompt_fn = prompt_fn + + def _compile_prompt(self, inp: Any) -> Tuple[str, str, Union[str, None]]: + return self.prompt_fn(inp) diff --git a/continuedev/src/continuedev/libs/llm/utils.py b/continuedev/src/continuedev/libs/llm/utils.py new file mode 100644 index 00000000..76240d4e --- /dev/null +++ b/continuedev/src/continuedev/libs/llm/utils.py @@ -0,0 +1,34 @@ +from transformers import AutoTokenizer, AutoModelForCausalLM +from transformers import GPT2TokenizerFast + +gpt2_tokenizer = GPT2TokenizerFast.from_pretrained("gpt2") +def count_tokens(text: str) -> int: + return len(gpt2_tokenizer.encode(text)) + +prices = { + # All prices are per 1k tokens + "fine-tune-train": { + "davinci": 0.03, + "curie": 0.03, + "babbage": 0.0006, + "ada": 0.0004, + }, + "completion": { + "davinci": 0.02, + "curie": 0.002, + "babbage": 0.0005, + "ada": 0.0004, + }, + "fine-tune-completion": { + "davinci": 0.12, + "curie": 0.012, + "babbage": 0.0024, + "ada": 0.0016, + }, + "embedding": { + "ada": 0.0004 + } +} + +def get_price(text: str, model: str="davinci", task: str="completion") -> float: + return count_tokens(text) * prices[task][model] / 1000
\ No newline at end of file diff --git a/continuedev/src/continuedev/libs/observation.py b/continuedev/src/continuedev/libs/observation.py new file mode 100644 index 00000000..fef04311 --- /dev/null +++ b/continuedev/src/continuedev/libs/observation.py @@ -0,0 +1,35 @@ +from pydantic import BaseModel, validator +from ..models.main import Traceback + + +class Observation(BaseModel): + pass + + +class TracebackObservation(Observation): + traceback: Traceback + + +class ValidatorObservation(Observation): + passed: bool + + +class UserInputObservation(Observation): + user_input: str + + +class DictObservation(Observation): + values: dict + + def __getitem__(self, key): + return self.values[key] + + +class TextObservation(Observation): + text: str + + @validator("text", pre=True, always=True) + def text_not_none(cls, v): + if v is None: + return "" + return v diff --git a/continuedev/src/continuedev/libs/policy.py b/continuedev/src/continuedev/libs/policy.py new file mode 100644 index 00000000..586eaebe --- /dev/null +++ b/continuedev/src/continuedev/libs/policy.py @@ -0,0 +1,91 @@ +from typing import List, Tuple, Type + +from .steps.ty import CreatePipelineStep +from .core import Step, Validator, Policy, History +from .observation import Observation, TracebackObservation, UserInputObservation +from .steps.main import EditCodeStep, EditHighlightedCodeStep, SolveTracebackStep, RunCodeStep, FasterEditHighlightedCodeStep +from .steps.nate import WritePytestsStep, CreateTableStep +from .steps.chroma import AnswerQuestionChroma, EditFileChroma + + +class DemoPolicy(Policy): + ran_code_last: bool = False + cmd: str + + def next(self, history: History) -> Step: + observation = history.last_observation() + if observation is not None and isinstance(observation, UserInputObservation): + # This could be defined with ObservationTypePolicy. Ergonomics not right though. + if " test" in observation.user_input.lower(): + return WritePytestsStep(instructions=observation.user_input) + elif "/dlt" in observation.user_input.lower() or " dlt" in observation.user_input.lower(): + return CreatePipelineStep() + elif "/table" in observation.user_input: + return CreateTableStep(sql_str=" ".join(observation.user_input.split(" ")[1:])) + elif "/ask" in observation.user_input: + return AnswerQuestionChroma(question=" ".join(observation.user_input.split(" ")[1:])) + elif "/edit" in observation.user_input: + return EditFileChroma(request=" ".join(observation.user_input.split(" ")[1:])) + return EditHighlightedCodeStep(user_input=observation.user_input) + + state = history.get_current() + if state is None or not self.ran_code_last: + self.ran_code_last = True + return RunCodeStep(cmd=self.cmd) + + if observation is not None and isinstance(observation, TracebackObservation): + self.ran_code_last = False + return SolveTracebackStep(traceback=observation.traceback) + else: + return None + + +class ObservationTypePolicy(Policy): + def __init__(self, base_policy: Policy, observation_type: Type[Observation], step_type: Type[Step]): + self.observation_type = observation_type + self.step_type = step_type + self.base_policy = base_policy + + def next(self, history: History) -> Step: + observation = history.last_observation() + if observation is not None and isinstance(observation, self.observation_type): + return self.step_type(observation) + return self.base_policy.next(history) + + +class PolicyWrappedWithValidators(Policy): + """Default is to stop, unless the validator tells what to do next""" + index: int + stage: int + + def __init__(self, base_policy: Policy, pairs: List[Tuple[Validator, Type[Step]]]): + # Want to pass Type[Validator], or just the Validator? Question of where params are coming from. + self.pairs = pairs + self.index = len(pairs) + self.validating = 0 + self.base_policy = base_policy + + def next(self, history: History) -> Step: + if self.index == len(self.pairs): + self.index = 0 + return self.base_policy.next(history) + + if self.stage == 0: + # Running the validator at the current index for the first time + validator, step = self.pairs[self.index] + self.stage = 1 + return validator + elif self.stage == 1: + # Previously ran the validator at the current index, now receiving its ValidatorObservation + observation = history.last_observation() + if observation.passed: + self.stage = 0 + self.index += 1 + if self.index == len(self.pairs): + self.index = 0 + return self.base_policy.next(history) + else: + return self.pairs[self.index][0] + else: + _, step_type = self.pairs[self.index] + return step_type(observation) diff --git a/continuedev/src/continuedev/libs/steps/__init__.py b/continuedev/src/continuedev/libs/steps/__init__.py new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/continuedev/src/continuedev/libs/steps/__init__.py @@ -0,0 +1 @@ + diff --git a/continuedev/src/continuedev/libs/steps/chroma.py b/continuedev/src/continuedev/libs/steps/chroma.py new file mode 100644 index 00000000..2d8742e8 --- /dev/null +++ b/continuedev/src/continuedev/libs/steps/chroma.py @@ -0,0 +1,62 @@ +from textwrap import dedent +from typing import Coroutine, Union +from ...models.filesystem_edit import AddDirectory, AddFile +from ..observation import Observation, TextObservation +from ..core import Step, ContinueSDK +from .main import EditCodeStep, EditFileStep, RunCommandStep, WaitForUserConfirmationStep +from ..chroma.query import query_codebase_index +from .main import EditFileStep + + +class AnswerQuestionChroma(Step): + question: str + _answer: Union[str, None] = None + name: str = "Answer Question" + + async def describe(self, llm) -> Coroutine[str, None, None]: + if self._answer is None: + return f"Answering the question: {self.question}" + else: + return self._answer + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + results = query_codebase_index(self.question) + + code_snippets = "" + + files = [] + for node in results.source_nodes: + resource_name = list(node.node.relationships.values())[0] + filepath = resource_name[:resource_name.index("::")] + files.append(filepath) + code_snippets += f"""{filepath}```\n{node.node.text}\n```\n\n""" + + prompt = dedent(f"""Here are a few snippets of code that might be useful in answering the question: + + {code_snippets} + + Here is the question to answer: + + {self.question} + + Here is the answer:""") + + answer = sdk.llm.complete(prompt) + print(answer) + self._answer = answer + + await sdk.ide.setFileOpen(files[0]) + + +class EditFileChroma(Step): + request: str + hide: bool = True + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + results = query_codebase_index(self.request) + + resource_name = list( + results.source_nodes[0].node.relationships.values())[0] + filepath = resource_name[:resource_name.index("::")] + + await sdk.run_step(EditFileStep(filepath=filepath, prompt=f"Here is the code:\n\n{{code}}\n\nHere is the user request:\n\n{self.request}\n\nHere is the code after making the requested changes:\n")) diff --git a/continuedev/src/continuedev/libs/steps/draft/abstract_method.py b/continuedev/src/continuedev/libs/steps/draft/abstract_method.py new file mode 100644 index 00000000..927d93fd --- /dev/null +++ b/continuedev/src/continuedev/libs/steps/draft/abstract_method.py @@ -0,0 +1,18 @@ +from ...core import ContinueSDK, Step + + +class ImplementAbstractMethodStep(Step): + name: str = "Implement abstract method for all subclasses" + method_name: str + class_name: str + + async def run(self, sdk: ContinueSDK): + + implementations = await sdk.lsp.go_to_implementations(self.class_name) + + for implementation in implementations: + + await sdk.edit_file( + range_in_files=[implementation.range_in_file], + prompt=f"Implement method `{self.method_name}` for this subclass of `{self.class_name}`", + ) diff --git a/continuedev/src/continuedev/libs/steps/draft/dlt.py b/continuedev/src/continuedev/libs/steps/draft/dlt.py new file mode 100644 index 00000000..608f089a --- /dev/null +++ b/continuedev/src/continuedev/libs/steps/draft/dlt.py @@ -0,0 +1,81 @@ +from textwrap import dedent +from ....models.filesystem_edit import AddFile +from ...core import Step, ContinueSDK +from ..main import WaitForUserInputStep + + +class SetupPipelineStep(Step): + + api_description: str # e.g. "I want to load data from the weatherapi.com API" + + async def run(self, sdk: ContinueSDK): + source_name = sdk.llm.complete( + f"Write a snake_case name for the data source described by {self.api_description}: ").strip() + filename = f'{source_name}.py' + + # running commands to get started when creating a new dlt pipeline + await sdk.run([ + 'python3 -m venv env', + 'source env/bin/activate', + 'pip install dlt', + 'dlt init {source_name} duckdb', + 'Y', + 'pip install -r requirements.txt' + ]) + + # editing the resource function to call the requested API + await sdk.edit_file( + filename=filename, + prompt=f'Edit the resource function to call the API described by this: {self.api_description}' + ) + + # wait for user to put API key in secrets.toml + await sdk.ide.setFileOpen(".dlt/secrets.toml") + await sdk.wait_for_user_confirmation("Please add the API key to the `secrets.toml` file and then press `Continue`") + return {"source_name": source_name} + + +class ValidatePipelineStep(Step): + + async def run(self, sdk: ContinueSDK): + source_name = sdk.history.last_observation()["source_name"] + filename = f'{source_name}.py' + + # test that the API call works + await sdk.run(f'python3 {filename}') + + # remove exit() from the main main function + await sdk.edit_file( + filename=filename, + prompt='Remove exit() from the main function' + ) + + # load the data into the DuckDB instance + await sdk.run(f'python3 {filename}') + + table_name = f"{source_name}.{source_name}_resource" + tables_query_code = dedent(f'''\ + import duckdb + + # connect to DuckDB instance + conn = duckdb.connect(database="{source_name}.duckdb") + + # get table names + rows = conn.execute("SELECT * FROM {table_name};").fetchall() + + # print table names + for row in rows: + print(row) + ''') + await sdk.apply_filesystem_edit(AddFile(filepath='query.py', content=tables_query_code)) + await sdk.run('env/bin/python3 query.py') + + +class CreatePipelineStep(Step): + + async def run(self, sdk: ContinueSDK): + await sdk.run_step( + WaitForUserInputStep(prompt="What API do you want to load data from?") >> + SetupPipelineStep() >> + ValidatePipelineStep() + ) diff --git a/continuedev/src/continuedev/libs/steps/draft/redux.py b/continuedev/src/continuedev/libs/steps/draft/redux.py new file mode 100644 index 00000000..52a8fbd8 --- /dev/null +++ b/continuedev/src/continuedev/libs/steps/draft/redux.py @@ -0,0 +1,48 @@ +from textwrap import dedent +from ....models.filesystem_edit import AddFile +from ...core import Step, ContinueSDK +from ..main import WaitForUserInputStep, EditFileStep + + +class EditReduxStateStep(Step): + + description: str # e.g. "I want to load data from the weatherapi.com API" + + async def run(self, sdk: ContinueSDK): + # Find the right file to edit + + # RootStore + store_filename = "" + sdk.run_step( + EditFileStep( + filename=store_filename, + prompt=f"Edit the root store to add a new slice for {self.description}" + ) + ) + store_file_contents = await sdk.ide.readFile(store_filename) + + # Selector + selector_filename = "" + sdk.run_step(EditFileStep( + filepath=selector_filename, + prompt=f"Edit the selector to add a new property for {self.description}. The store looks like this: {store_file_contents}" + ) + + # Reducer + reducer_filename = "" + sdk.run_step(EditFileStep( + filepath=reducer_filename, + prompt=f"Edit the reducer to add a new property for {self.description}. The store looks like this: {store_file_contents}" + + """ + Starts with implementing selector + 1. RootStore + 2. Selector + 3. Reducer or entire slice + + Need to first determine whether this is an: + 1. edit + 2. add new reducer and property in existing slice + 3. add whole new slice + 4. build redux from scratch + """ diff --git a/continuedev/src/continuedev/libs/steps/draft/typeorm.py b/continuedev/src/continuedev/libs/steps/draft/typeorm.py new file mode 100644 index 00000000..9d058f1e --- /dev/null +++ b/continuedev/src/continuedev/libs/steps/draft/typeorm.py @@ -0,0 +1,42 @@ +from textwrap import dedent +from ...core import Step, ContinueSDK + + +class CreateTableStep(Step): + sql_str: str + name: str = "Create a table in TypeORM" + + async def run(self, sdk: ContinueSDK): + # Write TypeORM entity + entity_name = self.sql_str.split(" ")[2].capitalize() + await sdk.edit_file( + f"src/entity/{entity_name}.ts", + dedent(f"""\ + {self.sql_str} + + Write a TypeORM entity called {entity_name} for this table, importing as necessary:""") + ) + + # Add entity to data-source.ts + await sdk.edit_file(filepath="src/data-source.ts", prompt=f"Add the {entity_name} entity:") + + # Generate blank migration for the entity + out = await sdk.run(f"npx typeorm migration:create ./src/migration/Create{entity_name}Table") + migration_filepath = out.text.split(" ")[1] + + # Wait for user input + await sdk.wait_for_user_confirmation("Fill in the migration?") + + # Fill in the migration + await sdk.edit_file( + migration_filepath, + dedent(f"""\ + This is the table that was created: + + {self.sql_str} + + Fill in the migration for the table:"""), + ) + + # Run the migration + await sdk.run("npx typeorm-ts-node-commonjs migration:run -d ./src/data-source.ts") diff --git a/continuedev/src/continuedev/libs/steps/main.py b/continuedev/src/continuedev/libs/steps/main.py new file mode 100644 index 00000000..70953e95 --- /dev/null +++ b/continuedev/src/continuedev/libs/steps/main.py @@ -0,0 +1,345 @@ +import time +from typing import Callable, Coroutine, List, Union + +from ..llm import LLM +from ...models.main import Traceback, Range +from ...models.filesystem_edit import EditDiff, FileEdit +from ...models.filesystem import RangeInFile, RangeInFileWithContents +from ..observation import Observation, TextObservation +from ..llm.prompt_utils import MarkdownStyleEncoderDecoder +from textwrap import dedent +from ..core import History, Policy, Step, ContinueSDK, Observation +import subprocess +from ..util.traceback_parsers import parse_python_traceback +from ..observation import TracebackObservation +import json + + +class RunPolicyUntilDoneStep(Step): + policy: "Policy" + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + next_step = self.policy.next(sdk.history) + while next_step is not None: + observation = await sdk.run_step(next_step) + next_step = self.policy.next(sdk.history) + return observation + + +class RunCommandStep(Step): + cmd: str + name: str = "Run command" + _description: str = None + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + if self._description is not None: + return self._description + return self.cmd + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + cwd = await sdk.ide.getWorkspaceDirectory() + result = subprocess.run( + self.cmd.split(), stdout=subprocess.PIPE, stderr=subprocess.PIPE, cwd=cwd) + stdout = result.stdout.decode("utf-8") + stderr = result.stderr.decode("utf-8") + print(stdout, stderr) + + # If it fails, return the error + if result.returncode != 0: + return TextObservation(text=stderr) + else: + return TextObservation(text=stdout) + + +class WaitForUserInputStep(Step): + prompt: str + name: str = "Waiting for user input" + + _description: Union[str, None] = None + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + return self.prompt + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + self._description = self.prompt + resp = await sdk.wait_for_user_input() + return TextObservation(text=resp) + + +class WaitForUserConfirmationStep(Step): + prompt: str + name: str = "Waiting for user confirmation" + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + return self.prompt + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + self._description = self.prompt + resp = await sdk.wait_for_user_input() + return TextObservation(text=resp) + + +class RunCodeStep(Step): + cmd: str + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + return f"Ran command: `{self.cmd}`" + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + result = subprocess.run( + self.cmd.split(), stdout=subprocess.PIPE, stderr=subprocess.PIPE) + stdout = result.stdout.decode("utf-8") + stderr = result.stderr.decode("utf-8") + print(stdout, stderr) + + # If it fails, return the error + tb = parse_python_traceback(stdout) or parse_python_traceback(stderr) + if tb: + return TracebackObservation(traceback=tb) + else: + self.hide = True + return None + + +class EditCodeStep(Step): + # Might make an even more specific atomic step, which is "apply file edit" + range_in_files: List[RangeInFile] + prompt: str # String with {code} somewhere + name: str = "Edit code" + + _edit_diffs: Union[List[EditDiff], None] = None + _prompt: Union[str, None] = None + _completion: Union[str, None] = None + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + if self._edit_diffs is None: + return "Editing files: " + ", ".join(map(lambda rif: rif.filepath, self.range_in_files)) + elif len(self._edit_diffs) == 0: + return "No edits made" + else: + return llm.complete(dedent(f"""{self._prompt}{self._completion} + + Maximally concise summary of changes in bullet points (can use markdown): + """)) + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + rif_with_contents = [] + for range_in_file in self.range_in_files: + file_contents = await sdk.ide.readRangeInFile(range_in_file) + rif_with_contents.append( + RangeInFileWithContents.from_range_in_file(range_in_file, file_contents)) + enc_dec = MarkdownStyleEncoderDecoder(rif_with_contents) + code_string = enc_dec.encode() + prompt = self.prompt.format(code=code_string) + + completion = sdk.llm.complete(prompt) + + # Temporarily doing this to generate description. + self._prompt = prompt + self._completion = completion + + file_edits = enc_dec.decode(completion) + + self._edit_diffs = [] + for file_edit in file_edits: + diff = await sdk.apply_filesystem_edit(file_edit) + self._edit_diffs.append(diff) + + for filepath in set([file_edit.filepath for file_edit in file_edits]): + await sdk.ide.saveFile(filepath) + await sdk.ide.setFileOpen(filepath) + + return None + + +class EditFileStep(Step): + filepath: str + prompt: str + hide: bool = True + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + return "Editing file: " + self.filepath + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + file_contents = await sdk.ide.readFile(self.filepath) + await sdk.run_step(EditCodeStep( + range_in_files=[RangeInFile.from_entire_file( + self.filepath, file_contents)], + prompt=self.prompt + )) + + +class FasterEditHighlightedCodeStep(Step): + user_input: str + hide = True + _completion: str = "Edit Code" + _edit_diffs: Union[List[EditDiff], None] = None + _prompt: str = dedent("""Below is the code before changes: + +{code} + +This is the user request: + +{user_input} + +Edit the code to perfectly satifsfy the user request. Format the changes you want to make as a comma-separated array of JSON objects of the form: +{{ + "edits": [{{ + "filepath": <FILEPATH>, + "replace_me": <CODE_TO_REPLACE>, + "replace_with": <CODE_TO_REPLACE_WITH> + }}] +}} + +For example, if you want to replace the code `x = 1` with `x = 2` in main.py, you would write: +{{ + "edits": [{{ + "filepath": "main.py", + "replace_me": "x = 1", + "replace_with": "x = 2" + }}] +}} +If you wanted to delete the code `def sum(a, b):\\n return a + b` in main.py, you would write: +{{ + "edits": [{{ + "filepath": "main.py", + "replace_me": "def sum(a, b):\\n return a + b", + "replace_with": "" + }}] +}} + +Respond with only as many edits as needed, and output only the list of json objects, no other text. +""") + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + return "Editing highlighted code" + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + range_in_files = await sdk.ide.getHighlightedCode() + if len(range_in_files) == 0: + # Get the full contents of all open files + files = await sdk.ide.getOpenFiles() + contents = {} + for file in files: + contents[file] = await sdk.ide.readFile(file) + + range_in_files = [RangeInFile.from_entire_file( + filepath, content) for filepath, content in contents.items()] + + rif_with_contents = [] + for range_in_file in range_in_files: + file_contents = await sdk.ide.readRangeInFile(range_in_file) + rif_with_contents.append( + RangeInFileWithContents.from_range_in_file(range_in_file, file_contents)) + enc_dec = MarkdownStyleEncoderDecoder(rif_with_contents) + code_string = enc_dec.encode() + prompt = self._prompt.format( + code=code_string, user_input=self.user_input) + + rif_dict = {} + for rif in rif_with_contents: + rif_dict[rif.filepath] = rif.contents + + completion = sdk.llm.complete(prompt) + + # Temporarily doing this to generate description. + self._prompt = prompt + self._completion = completion + + # ALTERNATIVE DECODING STEP HERE + file_edits = [] + obj = json.loads(completion.strip()) + for edit in obj["edits"]: + filepath = edit["filepath"] + replace_me = edit["replace_me"] + replace_with = edit["replace_with"] + file_edits.append( + FileEdit(filepath=filepath, range=Range.from_snippet_in_file(content=rif_dict[filepath], snippet=replace_me), replacement=replace_with)) + # ------------------------------ + + self._edit_diffs = [] + for file_edit in file_edits: + diff = await sdk.apply_filesystem_edit(file_edit) + self._edit_diffs.append(diff) + + for filepath in set([file_edit.filepath for file_edit in file_edits]): + await sdk.ide.saveFile(filepath) + await sdk.ide.setFileOpen(filepath) + + return None + + +class EditHighlightedCodeStep(Step): + user_input: str + hide = True + _prompt: str = dedent("""Below is the code before changes: + +{code} + +This is the user request: + +{user_input} + +This is the code after being changed to perfectly satisfy the user request: + """) + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + return "Editing highlighted code" + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + range_in_files = await sdk.ide.getHighlightedCode() + if len(range_in_files) == 0: + # Get the full contents of all open files + files = await sdk.ide.getOpenFiles() + contents = {} + for file in files: + contents[file] = await sdk.ide.readFile(file) + + range_in_files = [RangeInFile.from_entire_file( + filepath, content) for filepath, content in contents.items()] + + await sdk.run_step(EditCodeStep( + range_in_files=range_in_files, prompt=self._prompt.format(code="{code}", user_input=self.user_input))) + + +class FindCodeStep(Step): + prompt: str + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + return "Finding code" + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + return await sdk.ide.getOpenFiles() + + +class UserInputStep(Step): + user_input: str + + +class SolveTracebackStep(Step): + traceback: Traceback + + async def describe(self, llm: LLM) -> Coroutine[str, None, None]: + return f"```\n{self.traceback.full_traceback}\n```" + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + prompt = dedent("""I ran into this problem with my Python code: + + {traceback} + + Below are the files that might need to be fixed: + + {code} + + This is what the code should be in order to avoid the problem: + """).format(traceback=self.traceback.full_traceback, code="{code}") + + range_in_files = [] + for frame in self.traceback.frames: + content = await sdk.ide.readFile(frame.filepath) + range_in_files.append( + RangeInFile.from_entire_file(frame.filepath, content)) + + await sdk.run_step(EditCodeStep( + range_in_files=range_in_files, prompt=prompt)) + return None diff --git a/continuedev/src/continuedev/libs/steps/migration.py b/continuedev/src/continuedev/libs/steps/migration.py new file mode 100644 index 00000000..04296836 --- /dev/null +++ b/continuedev/src/continuedev/libs/steps/migration.py @@ -0,0 +1,26 @@ +# When an edit is made to an existing class or a new sqlalchemy class is created, +# this should be kicked off. + +from ...models.filesystem import RangeInFile +from .main import EditCodeStep, RunCommandStep +from ..core import Step + + +class MigrationStep(Step): + name: str = "Create and run an alembic migration." + + edited_file: str + + async def run(self, sdk): + recent_edits = await sdk.ide.get_recent_edits(self.edited_file) + recent_edits_string = "\n\n".join( + map(lambda x: x.to_string(), recent_edits)) + description = await sdk.llm.complete(f"{recent_edits_string}\n\nGenerate a short description of the migration made in the above changes:\n") + await sdk.run_step(RunCommandStep(cmd=f"cd libs && poetry run alembic revision --autogenerate -m {description}")) + migration_file = f"libs/alembic/versions/{?}.py" + contents = await sdk.ide.readFile(migration_file) + await sdk.run_step(EditCodeStep( + range_in_files=[RangeInFile.from_entire_file(migration_file, contents)], + prompt=f"Here are the changes made to the sqlalchemy classes:\n\n{recent_edits_string}\n\nThis is the generated migration file:\n\n{{code}}\n\nReview the migration file to make sure it correctly reflects the changes made to the sqlalchemy classes.", + )) + await sdk.run_step(RunCommandStep(cmd="cd libs && poetry run alembic upgrade head")) diff --git a/continuedev/src/continuedev/libs/steps/nate.py b/continuedev/src/continuedev/libs/steps/nate.py new file mode 100644 index 00000000..80436fa4 --- /dev/null +++ b/continuedev/src/continuedev/libs/steps/nate.py @@ -0,0 +1,215 @@ +import asyncio +from textwrap import dedent +import time +from typing import Coroutine, Union + +from ...models.main import Range +from ...models.filesystem import RangeInFile +from ...models.filesystem_edit import AddDirectory, AddFile +from ..observation import Observation, TextObservation +from ..core import Step, ContinueSDK +from .main import EditCodeStep, EditFileStep, RunCommandStep, WaitForUserConfirmationStep +import os + + +class WritePytestsStep(Step): + for_filepath: Union[str, None] = None + instructions: str = "Write unit tests for this file." + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + if self.for_filepath is None: + self.for_filepath = (await sdk.ide.getOpenFiles())[0] + + filename = os.path.basename(self.for_filepath) + dirname = os.path.dirname(self.for_filepath) + + path_dir = os.path.join(dirname, "tests") + if not os.path.exists(path_dir): + await sdk.apply_filesystem_edit(AddDirectory(path=path_dir)) + + path = os.path.join(path_dir, f"test_{filename}") + if os.path.exists(path): + return None + + for_file_contents = await sdk.ide.readFile(self.for_filepath) + + prompt = dedent(f"""This is the file you will write unit tests for: + +```python +{for_file_contents} +``` + +Here are additional instructions: + +"{self.instructions}" + +Here is a complete set of pytest unit tests: + + """) + # tests = sdk.llm.complete(prompt) + tests = ''' +import pytest + +from ..calculator import Calculator + + +@pytest.fixture +def calculator(): + return Calculator() + + +def test_add(calculator): + assert calculator.add(2, 3) == 5 + assert calculator.add(10, -2) == 8 + assert calculator.add(0, 0) == 0 + + +def test_sub(calculator): + assert calculator.sub(2, 3) == -1 + assert calculator.sub(10, -2) == 12 + assert calculator.sub(0, 0) == 0 + + +def test_mul(calculator): + assert calculator.mul(2, 3) == 6 + assert calculator.mul(10, -2) == -20 + assert calculator.mul(0, 0) == 0 + + +def test_div(calculator): + assert calculator.div(2, 3) == 0.6666666666666666 + assert calculator.div(10, -2) == -5 + assert calculator.div(0, 1) == 0 + + +def test_exp(calculator): + assert calculator.exp(2, 3) == 8 + assert calculator.exp(10, -2) == 0.01 + assert calculator.exp(0, 0) == 1 +''' + time.sleep(3.5) + await sdk.apply_filesystem_edit(AddFile(filepath=path, content=tests)) + + return None + + +class CreatePyplot(Step): + # Wish there was a way to add import, specify dependency + name: str = "Create a pyplot" + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + code = dedent("""import matplotlib.pyplot as plt +import numpy as np + +{instructions} + +plt.xlabel("{x_label}") +plt.ylabel("{y_label}") +plt.title("{title}") +plt.show() + """) + + +class ImplementAbstractMethodStep(Step): + name: str = "Implement abstract method for all subclasses" + method_name: str = "def walk(self, path: str) -> List[str]" + class_name: str = "FileSystem" + + async def run(self, sdk: ContinueSDK): + await sdk.run_step(WaitForUserConfirmationStep(prompt="Detected new abstract method. Implement in all subclasses?")) + implementations = [] + for filepath in ["/Users/natesesti/Desktop/continue/extension/examples/python/filesystem/real.py", "/Users/natesesti/Desktop/continue/extension/examples/python/filesystem/virtual.py"]: + contents = await sdk.ide.readFile(filepath) + implementations.append( + RangeInFile.from_entire_file(filepath, contents)) + + for implementation in implementations: + await sdk.run_step(EditCodeStep( + range_in_files=[implementation], + prompt=f"{{code}}\nRewrite the class, implementing the method `{self.method_name}`.\n", + )) + + +class CreateTableStep(Step): + sql_str: str + name: str = "Create a table" + hide = True + + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + # Write the TypeORM entity + entity_name = "Order" + orm_entity = '''import { Entity, PrimaryGeneratedColumn, Column } from 'typeorm'; + +@Entity() +export class Order { + @PrimaryGeneratedColumn() + order_id: number; + + @Column() + customer_id: number; + + @Column() + order_date: Date; + + @Column() + order_total: number; + + @Column() + shipping_address: string; + + @Column() + billing_address: string; + + @Column() + payment_method: string; + + @Column() + order_status: string; + + @Column() + tracking_number: string; +}''' + time.sleep(2) + # orm_entity = sdk.llm.complete( + # f"{self.sql_str}\n\nWrite a TypeORM entity called {entity_name} for this table, importing as necessary:") + # sdk.llm.complete("What is the name of the entity?") + await sdk.apply_filesystem_edit(AddFile(filepath=f"/Users/natesesti/Desktop/continue/extension/examples/python/MyProject/src/entity/{entity_name}.ts", content=orm_entity)) + await sdk.ide.setFileOpen(f"/Users/natesesti/Desktop/continue/extension/examples/python/MyProject/src/entity/{entity_name}.ts", True) + + # Add entity to data-source.ts + await sdk.run_step(EditFileStep( + filepath=f"/Users/natesesti/Desktop/continue/extension/examples/python/MyProject/src/data-source.ts", + prompt=f"{{code}}\nAdd the {entity_name} entity:\n", + )) + + # Generate blank migration for the entity + obs: TextObservation = await sdk.run_step(RunCommandStep( + cmd=f"npx typeorm migration:create ./src/migration/Create{entity_name}Table" + )) + migration_filepath = obs.text.split(" ")[1] + + # Wait for user input + await sdk.run_step(WaitForUserConfirmationStep(prompt="Fill in the migration?")) + + # Fill in the migration + await sdk.run_step(EditFileStep( + filepath=migration_filepath, + prompt=f"{{code}}\nThis is the table that was created:\n{self.sql_str}\n\nFill in the migration for the table:\n", + )) + + # Run the migration + command_step = RunCommandStep( + cmd=f"""sqlite3 database.sqlite 'CREATE TABLE orders ( + order_id SERIAL PRIMARY KEY, + customer_id INTEGER, + order_date DATE, + order_total NUMERIC, + shipping_address TEXT, + billing_address TEXT, + payment_method TEXT, + order_status TEXT, + tracking_number TEXT +);'""" + ) + command_step._description = "npx typeorm-ts-node-commonjs migration:run -d ./src/data-source.ts" + await sdk.run_step(command_step) diff --git a/continuedev/src/continuedev/libs/steps/pytest.py b/continuedev/src/continuedev/libs/steps/pytest.py new file mode 100644 index 00000000..e53eb465 --- /dev/null +++ b/continuedev/src/continuedev/libs/steps/pytest.py @@ -0,0 +1,37 @@ +from textwrap import dedent +from ...models.filesystem_edit import AddDirectory, AddFile +from ..core import Step, ContinueSDK +import os + + +class WritePytestsStep(Step): + for_filepath: str + + async def run(self, sdk: ContinueSDK): + filename, dirname = os.path.split(self.for_filepath) + + path_dir = os.path.join(dirname, "tests") + if not os.path.exists(path_dir): + await sdk.apply_filesystem_edit(AddDirectory(path=path_dir)) + + path = os.path.join(path_dir, f"test_{filename}") + if os.path.exists(path): + return + + for_file_contents = await sdk.ide.readFile(self.for_filepath) + + prompt = dedent(f"""\ + This is the file you will write unit tests for: + + ```python + {for_file_contents} + ``` + + Here are additional instructions: + + "{self.instructions}" + + Here is a complete set of pytest unit tests: + """) + tests = sdk.llm.complete(prompt) + await sdk.apply_filesystem_edit(AddFile(filepath=path, content=tests)) diff --git a/continuedev/src/continuedev/libs/steps/ty.py b/continuedev/src/continuedev/libs/steps/ty.py new file mode 100644 index 00000000..1eb6271d --- /dev/null +++ b/continuedev/src/continuedev/libs/steps/ty.py @@ -0,0 +1,153 @@ +import subprocess +from ...models.main import Position, Range +from ...models.filesystem import RangeInFile +from ...models.filesystem_edit import AddDirectory, AddFile, FileEdit +from ..observation import DictObservation +from ..core import History, Step, ContinueSDK, Policy +from .main import EditCodeStep, RunCommandStep, WaitForUserInputStep, WaitForUserConfirmationStep + +source_name = "weather_api" + + +class SetupPipelineStep(Step): + + name = "Setup Pipeline" + + api_description: str # e.g. "I want to load data from the weatherapi.com API" + + async def run(self, sdk: ContinueSDK): + # source_name = sdk.llm.complete( + # f"Write a snake_case name for the data source described by {self.api_description}: ").strip() + filename = f'/Users/natesesti/Desktop/continue/extension/examples/python/{source_name}.py' + + # running commands to get started when creating a new dlt pipeline + process = subprocess.Popen( + '/bin/bash', stdin=subprocess.PIPE, stdout=subprocess.PIPE) + out, err = process.communicate(f''' + cd /Users/natesesti/Desktop/continue/extension/examples/python && python3 -m venv env && source env/bin/activate && pip install dlt && dlt init {source_name} duckdb +Y +pip install -r requirements.txt && pip install dlt[duckdb]'''.encode()) + process = subprocess.Popen( + '/bin/bash', stdin=subprocess.PIPE, stdout=subprocess.PIPE) + out, err = process.communicate( + f'''cd /Users/natesesti/Desktop/continue/extension/examples/python && source env/bin/activate && pip install -r requirements.txt'''.encode()) + # await sdk.run_step( + # RunCommandStep(cmd="cd /Users/natesesti/Desktop/continue/extension/examples/python") >> + # RunCommandStep(cmd=f'python3 -m venv env') >> + # RunCommandStep(cmd=f'source env/bin/activate') >> + # RunCommandStep(cmd=f'pip install dlt') >> + # RunCommandStep(cmd=f'dlt init {source_name} duckdb') >> + # RunCommandStep(cmd=f'pip install -r requirements') + # ) + + # editing the resource function to call the requested API + await sdk.ide.setFileOpen(filename) + contents = await sdk.ide.readFile(filename) + await sdk.run_step(EditCodeStep( + range_in_files=[RangeInFile.from_entire_file(filename, contents)], + prompt=f'{{code}}\n\nRewrite the entire file, editing the resource function to call the API described by this: {self.api_description}' + )) + + # wait for user to put API key in secrets.toml + await sdk.ide.setFileOpen("/Users/natesesti/Desktop/continue/extension/examples/python/.dlt/secrets.toml") + await sdk.run_step(WaitForUserConfirmationStep(prompt=f"Please add the API key to the `secrets.toml` file and then press `Continue`")) + return DictObservation(values={"source_name": source_name}) + + +class ValidatePipelineStep(Step): + + name = "Validate Pipeline" + + async def run(self, sdk: ContinueSDK): + # source_name = sdk.history.last_observation()["source_name"] + filename = f'/Users/natesesti/Desktop/continue/extension/examples/python/{source_name}.py' + + # test that the API call works + await sdk.run_step(RunCommandStep(cmd=f'env/bin/python3 weather_api.py')) + # TODO: validate that the response code is 200 (i.e. successful) else loop + + # remove exit() from the main main function + await sdk.ide.setFileOpen(filename) + contents = await sdk.ide.readFile(filename) + new_contents = contents.replace('exit()', '') + await sdk.apply_filesystem_edit(FileEdit(filepath=filename, range=Range.from_entire_file(contents), replacement=new_contents)) + await sdk.ide.saveFile(filename) + # await sdk.run_step(EditCodeStep( + # range_in_files=[RangeInFile.from_entire_file(filename)], + # prompt=f'Remove exit() from the main function' + # )) + + # test that dlt loads the data into the DuckDB instance + await sdk.run_step(RunCommandStep(cmd=f'env/bin/python3 weather_api.py')) + # TODO: validate that `dlt` outputted success via print(load_info) else loop + + # write Python code in `query.py` that queries the DuckDB instance to validate it worked + query_filename = '/Users/natesesti/Desktop/continue/extension/examples/python/query.py' + + names_query_code = ''' + import duckdb + + # Connect to the DuckDB instance + con = duckdb.connect('weather.duckdb') + + # Query the schema_name.table_name + result = conn.execute("SELECT table_schema || '.' || table_name FROM information_schema.tables WHERE table_schema NOT IN ('information_schema', 'pg_catalog')").fetchall() + + # Print the schema_name.table_name(s) to stdout + for r in result: + print(r[0]) + ''' + # await sdk.apply_filesystem_edit(FileEdit.from_insertion( + # filepath=query_filename, + # position=Position(line=0, character=0), + # content=names_query_code + # )) + # await sdk.run_step(RunCommandStep(cmd=f'env/bin/python3 query.py')) + # TODO: replace with code that grabs all non-dlt `schema_name.table_name`s outputted by previous query + table_name = "weather_api.weather_api_resource" + tables_query_code = f''' +import duckdb + +# connect to DuckDB instance +conn = duckdb.connect(database="weather.duckdb") + +# get table names +rows = conn.execute("SELECT * FROM {table_name};").fetchall() + +# print table names +for row in rows: + print(row) + ''' + await sdk.apply_filesystem_edit(AddFile(filepath=query_filename, content=tables_query_code)) + await sdk.ide.setFileOpen(query_filename) + # await sdk.apply_filesystem_edit(FileEdit(filepath=query_filename, replacement=tables_query_code, + # range=Range.from_entire_file(content=names_query_code))) + await sdk.run_step(RunCommandStep(cmd=f'env/bin/python3 query.py')) + + +class CreatePipelinePolicy(Policy): + + _current_state: str = "init" + + def next(self, history: History = History.from_empty()) -> "Step": + if self._current_state == "init": + self._current_state = "setup" + return WaitForUserInputStep(prompt="What API do you want to load data from?") + elif self._current_state == "setup": + self._current_state = "validate" + return SetupPipelineStep() + elif self._current_state == "validate": + self._current_state = "done" + return ValidatePipelineStep() + else: + return None + + +class CreatePipelineStep(Step): + + async def run(self, sdk: ContinueSDK): + await sdk.run_step( + WaitForUserInputStep(prompt="What API do you want to load data from?") >> + SetupPipelineStep(api_description="Load data from the WeatherAPI.com API") >> + ValidatePipelineStep() + ) diff --git a/continuedev/src/continuedev/libs/util/copy_codebase.py b/continuedev/src/continuedev/libs/util/copy_codebase.py new file mode 100644 index 00000000..ef1db72b --- /dev/null +++ b/continuedev/src/continuedev/libs/util/copy_codebase.py @@ -0,0 +1,127 @@ +import os +from pathlib import Path +from typing import Iterable, List, Union +from watchdog.observers import Observer +from watchdog.events import PatternMatchingEventHandler +from ..models.main import FileEdit, DeleteDirectory, DeleteFile, AddDirectory, AddFile, FileSystemEdit, Position, Range, RenameFile, RenameDirectory, SequentialFileSystemEdit +from ..models.filesystem import FileSystem +from ..libs.main import Agent +from ..libs.map_path import map_path +from ..libs.steps.main import ManualEditAction +import shutil +import difflib + + +def create_copy(orig_root: str, copy_root: str = None, ignore: Iterable[str] = []): + # TODO: Make ignore a spec, like .gitignore + if copy_root is None: + copy_root = Path(orig_root) / ".continue-copy" + ignore.append(str(copy_root)) + ignore = set(ignore) + + os.mkdir(copy_root) + # I think you're messing up a lot of absolute paths here + for child in os.listdir(): + if os.path.isdir(child): + if child not in ignore: + os.mkdir(map_path(child)) + create_copy(Path(orig_root) / child, + Path(copy_root) / child, ignore) + else: + os.symlink(child, map_path(child)) + else: + if child not in ignore: + shutil.copyfile(child, map_path(child)) + else: + os.symlink(child, map_path(child)) + + +def calculate_diff(filepath: str, original: str, updated: str) -> List[FileEdit]: + s = difflib.SequenceMatcher(None, original, updated) + offset = 0 # The indices are offset by previous deletions/insertions + edits = [] + for tag, i1, i2, j1, j2 in s.get_opcodes(): + i1, i2, j1, j2 = i1 + offset, i2 + offset, j1 + offset, j2 + offset + replacement = updated[j1:j2] + if tag == "equal": + pass + elif tag == "delete": + edits.append(FileEdit.from_deletion( + filepath, Range.from_indices(original, i1, i2))) + offset -= i2 - i1 + elif tag == "insert": + edits.append(FileEdit.from_insertion( + filepath, Position.from_index(original, i1), replacement)) + offset += j2 - j1 + elif tag == "replace": + edits.append(FileEdit(filepath, Range.from_indices( + original, i1, i2), replacement)) + offset += (j2 - j1) - (i2 + i1) + else: + raise Exception("Unexpected difflib.SequenceMatcher tag: " + tag) + + return edits + + +# The whole usage of watchdog here should only be specific to RealFileSystem, you want to have a different "Observer" class for VirtualFileSystem, which would depend on being sent notifications +class CopyCodebaseEventHandler(PatternMatchingEventHandler): + def __init__(self, ignore_directories: List[str], ignore_patterns: List[str], agent: Agent, orig_root: str, copy_root: str, filesystem: FileSystem): + super().__init__(ignore_directories=ignore_directories, ignore_patterns=ignore_patterns) + self.agent = agent + self.orig_root = orig_root + self.copy_root = copy_root + self.filesystem = filesystem + + # For now, we'll just make the update immediately, but eventually need to sync with agent. + # It should be the agent that makes the update right? It's just another action, everything comes from a single stream. + + def _event_to_edit(self, event) -> Union[FileSystemEdit, None]: + # NOTE: You'll need to map paths to create both an action within the copy filesystem (the one you take) and one in the original fileystem (the one you'll record and allow the user to accept). Basically just need a converter built in to the FileSystemEdit class + src = event.src_path() + if event.is_directory: + if event.event_type == "moved": + return RenameDirectory(src, event.dest_path()) + elif event.event_type == "deleted": + return DeleteDirectory(src) + elif event.event_type == "created": + return AddDirectory(src) + else: + if event.event_type == "moved": + return RenameFile(src, event.dest_path()) + elif event.event_type == "deleted": + return DeleteFile(src) + elif event.event_type == "created": + contents = self.filesystem.read(src) + # Unclear whether it will always pass a "modified" event right after if something like echo "abc" > newfile.txt happens + return AddFile(src, contents) + elif event.event_type == "modified": + # Watchdog doesn't pass the contents or edit, so have to get it myself and diff + updated = self.filesystem.read(src) + copy_filepath = map_path(src, self.orig_root, self.copy_root) + old = self.filesystem.read(copy_filepath) + + edits = calculate_diff(src, updated, old) + return SequentialFileSystemEdit(edits) + return None + + def on_any_event(self, event): + edit = self._event_to_edit(event) + if edit is None: + return + edit = edit.with_mapped_paths(self.orig_root, self.copy_root) + action = ManualEditAction(edit) + self.agent.act(action) + + +def maintain_copy_workspace(agent: Agent, filesystem: FileSystem, orig_root: str, copy_root: str): + observer = Observer() + event_handler = CopyCodebaseEventHandler( + [".git"], [], agent, orig_root, copy_root, filesystem) + observer.schedule(event_handler, orig_root, recursive=True) + observer.start() + try: + while observer.isAlive(): + observer.join(1) + finally: + observer.stop() + observer.join() diff --git a/continuedev/src/continuedev/libs/util/map_path.py b/continuedev/src/continuedev/libs/util/map_path.py new file mode 100644 index 00000000..8eb57712 --- /dev/null +++ b/continuedev/src/continuedev/libs/util/map_path.py @@ -0,0 +1,16 @@ +from pathlib import Path + +def map_path(path: str, orig_root: str, copy_root: str) -> Path: + path = Path(path) + if path.is_relative_to(orig_root): + if path.is_absolute(): + return Path(copy_root) / path.relative_to(orig_root) + else: + return path + else: + if path.is_absolute(): + return path + else: + # For this one, you need to know the directory from which the relative path is being used. + return Path(orig_root) / path + diff --git a/continuedev/src/continuedev/libs/util/queue.py b/continuedev/src/continuedev/libs/util/queue.py new file mode 100644 index 00000000..e1f98cc6 --- /dev/null +++ b/continuedev/src/continuedev/libs/util/queue.py @@ -0,0 +1,17 @@ +import asyncio +from typing import Dict + + +class AsyncSubscriptionQueue: + # The correct way to do this is probably to keep request IDs + queues: Dict[str, asyncio.Queue] = {} + + def post(self, messageType: str, data: any): + if messageType not in self.queues: + self.queues.update({messageType: asyncio.Queue()}) + self.queues[messageType].put_nowait(data) + + async def get(self, message_type: str) -> any: + if message_type not in self.queues: + self.queues.update({message_type: asyncio.Queue()}) + return await self.queues[message_type].get() diff --git a/continuedev/src/continuedev/libs/util/traceback_parsers.py b/continuedev/src/continuedev/libs/util/traceback_parsers.py new file mode 100644 index 00000000..c31929c1 --- /dev/null +++ b/continuedev/src/continuedev/libs/util/traceback_parsers.py @@ -0,0 +1,24 @@ +from typing import Union +from ...models.main import Traceback +from boltons import tbutils + + +def sort_func(items): + """Sort a list of items.""" + return sorted(items) + + +def parse_python_traceback(stdout: str) -> Union[Traceback, None]: + """Parse a python traceback from stdout.""" + + # Sometimes paths are not quoted, but they need to be + if "File \"" not in stdout: + stdout = stdout.replace("File ", "File \"").replace( + ", line ", "\", line ") + + try: + tbutil_parsed_exc = tbutils.ParsedException.from_string(stdout) + return Traceback.from_tbutil_parsed_exc(tbutil_parsed_exc) + + except Exception: + return None diff --git a/continuedev/src/continuedev/models/__init__.py b/continuedev/src/continuedev/models/__init__.py new file mode 100644 index 00000000..e69de29b --- /dev/null +++ b/continuedev/src/continuedev/models/__init__.py diff --git a/continuedev/src/continuedev/models/filesystem.py b/continuedev/src/continuedev/models/filesystem.py new file mode 100644 index 00000000..ede636c5 --- /dev/null +++ b/continuedev/src/continuedev/models/filesystem.py @@ -0,0 +1,328 @@ +from abc import ABC, abstractmethod +from typing import Dict, List, Tuple +import os +from ..models.main import Position, Range, AbstractModel +from pydantic import BaseModel +from .filesystem_edit import FileSystemEdit, FileEdit, AddFile, DeleteFile, RenameDirectory, RenameFile, AddDirectory, DeleteDirectory, EditDiff, SequentialFileSystemEdit + + +class RangeInFile(BaseModel): + filepath: str + range: Range + + def __hash__(self): + return hash((self.filepath, self.range)) + + @staticmethod + def from_entire_file(filepath: str, content: str) -> "RangeInFile": + range = Range.from_entire_file(content) + return RangeInFile( + filepath=filepath, + range=range + ) + + +class RangeInFileWithContents(RangeInFile): + contents: str + + def __hash__(self): + return hash((self.filepath, self.range, self.contents)) + + @staticmethod + def from_entire_file(filepath: str, content: str) -> "RangeInFileWithContents": + lines = content.splitlines() + return RangeInFileWithContents( + filepath=filepath, + range=Range.from_shorthand( + 0, 0, len(lines) - 1, len(lines[-1]) - 1), + contents=content + ) + + @staticmethod + def from_range_in_file(rif: RangeInFile, content: str) -> "RangeInFileWithContents": + return RangeInFileWithContents( + filepath=rif.filepath, + range=rif.range, + contents=content + ) + + +class FileSystem(AbstractModel): + """An abstract filesystem that can read/write from a set of files.""" + @abstractmethod + def read(self, path) -> str: + raise NotImplementedError + + @abstractmethod + def readlines(self, path) -> List[str]: + raise NotImplementedError + + @abstractmethod + def write(self, path, content): + raise NotImplementedError + + @abstractmethod + def exists(self, path) -> bool: + raise NotImplementedError + + @abstractmethod + def read_range_in_file(self, r: RangeInFile) -> str: + raise NotImplementedError + + @abstractmethod + def rename_file(self, filepath: str, new_filepath: str): + raise NotImplementedError + + @abstractmethod + def rename_directory(self, path: str, new_path: str): + raise NotImplementedError + + @abstractmethod + def delete_file(self, filepath: str): + raise NotImplementedError + + @abstractmethod + def delete_directory(self, path: str): + raise NotImplementedError + + @abstractmethod + def add_directory(self, path: str): + raise NotImplementedError + + @abstractmethod + def apply_file_edit(self, edit: FileEdit) -> EditDiff: + raise NotImplementedError + + @abstractmethod + def apply_edit(self, edit: FileSystemEdit) -> EditDiff: + """Apply edit to filesystem, calculate the reverse edit, and return and EditDiff""" + raise NotImplementedError + + @classmethod + def read_range_in_str(self, s: str, r: Range) -> str: + lines = s.splitlines()[r.start.line:r.end.line + 1] + if len(lines) == 0: + return "" + + lines[0] = lines[0][r.start.character:] + lines[-1] = lines[-1][:r.end.character + 1] + return "\n".join(lines) + + @classmethod + def apply_edit_to_str(cls, s: str, edit: FileEdit) -> Tuple[str, EditDiff]: + original = cls.read_range_in_str(s, edit.range) + + # Split lines and deal with some edge cases (could obviously be nicer) + lines = s.splitlines() + if s.startswith("\n"): + lines.insert(0, "") + if s.endswith("\n"): + lines.append("") + + if len(lines) == 0: + lines = [""] + + end = Position(line=edit.range.end.line, + character=edit.range.end.character) + if edit.range.end.line == len(lines) and edit.range.end.character == 0: + end = Position(line=edit.range.end.line - 1, + character=len(lines[min(len(lines) - 1, edit.range.end.line - 1)])) + + before_lines = lines[:edit.range.start.line] + after_lines = lines[end.line + 1:] + between_str = lines[min(len(lines) - 1, edit.range.start.line)][:edit.range.start.character] + \ + edit.replacement + \ + lines[min(len(lines) - 1, end.line)][end.character + 1:] + + new_range = Range( + start=edit.range.start, + end=Position( + line=edit.range.start.line + + len(edit.replacement.splitlines()) - 1, + character=edit.range.start.character + + len(edit.replacement.splitlines() + [-1]) if edit.replacement != "" else 0 + ) + ) + + lines = before_lines + between_str.splitlines() + after_lines + return "\n".join(lines), EditDiff( + forward=edit, + backward=FileEdit( + filepath=edit.filepath, + range=new_range, + replacement=original + ) + ) + + def reverse_edit_on_str(self, s: str, diff: EditDiff) -> str: + lines = s.splitlines() + + replacement_lines = diff.replacement.splitlines() + replacement_d_lines = len(replacement_lines) + replacement_d_chars = len(replacement_lines[-1]) + replacement_range = Range( + start=diff.edit.range.start, + end=Position( + line=diff.edit.range.start + replacement_d_lines, + character=diff.edit.range.start.character + replacement_d_chars + ) + ) + + before_lines = lines[:replacement_range.start.line] + after_lines = lines[replacement_range.end.line + 1:] + between_str = lines[replacement_range.start.line][:replacement_range.start.character] + \ + diff.original + \ + lines[replacement_range.end.line][replacement_range.end.character + 1:] + + lines = before_lines + between_str.splitlines() + after_lines + return "\n".join(lines) + + def apply_edit(self, edit: FileSystemEdit) -> EditDiff: + backward = None + if isinstance(edit, FileEdit): + diff = self.apply_file_edit(edit) + backward = diff.backward + elif isinstance(edit, AddFile): + self.write(edit.filepath, edit.content) + backward = DeleteFile(edit.filepath) + elif isinstance(edit, DeleteFile): + contents = self.read(edit.filepath) + backward = AddFile(edit.filepath, contents) + self.delete_file(edit.filepath) + elif isinstance(edit, RenameFile): + self.rename_file(edit.filepath, edit.new_filepath) + backward = RenameFile(filepath=edit.new_filepath, + new_filepath=edit.filepath) + elif isinstance(edit, AddDirectory): + self.add_directory(edit.path) + backward = DeleteDirectory(edit.path) + elif isinstance(edit, DeleteDirectory): + # This isn't atomic! + backward_edits = [] + for root, dirs, files in os.walk(edit.path, topdown=False): + for f in files: + path = os.path.join(root, f) + backward_edits.append(self.apply_edit(DeleteFile(path))) + for d in dirs: + path = os.path.join(root, d) + backward_edits.append( + self.apply_edit(DeleteDirectory(path))) + + backward_edits.append(self.apply_edit(DeleteDirectory(edit.path))) + backward_edits.reverse() + backward = SequentialFileSystemEdit(edits=backward_edits) + elif isinstance(edit, RenameDirectory): + self.rename_directory(edit.path, edit.new_path) + backward = RenameDirectory(path=edit.new_path, new_path=edit.path) + elif isinstance(edit, FileSystemEdit): + backward_edits = [] + for edit in edit.next_edit(): + backward_edits.append(self.apply_edit(edit)) + backward_edits.reverse() + backward = SequentialFileSystemEdit(edits=backward_edits) + else: + raise TypeError("Unknown FileSystemEdit type: " + str(type(edit))) + + return EditDiff( + forward=edit, + backward=backward + ) + + +class RealFileSystem(FileSystem): + """A filesystem that reads/writes from the actual filesystem.""" + + def read(self, path) -> str: + with open(path, "r") as f: + return f.read() + + def readlines(self, path) -> List[str]: + with open(path, "r") as f: + return f.readlines() + + def write(self, path, content): + with open(path, "w") as f: + f.write(content) + + def exists(self, path) -> bool: + return os.path.exists(path) + + def read_range_in_file(self, r: RangeInFile) -> str: + return FileSystem.read_range_in_str(self.read(r.filepath), r.range) + + def rename_file(self, filepath: str, new_filepath: str): + os.rename(filepath, new_filepath) + + def rename_directory(self, path: str, new_path: str): + os.rename(path, new_path) + + def delete_file(self, filepath: str): + os.remove(filepath) + + def delete_directory(self, path: str): + raise NotImplementedError + + def add_directory(self, path: str): + os.makedirs(path) + + def apply_file_edit(self, edit: FileEdit) -> EditDiff: + old_content = self.read(edit.filepath) + new_content, diff = FileSystem.apply_edit_to_str(old_content, edit) + self.write(edit.filepath, new_content) + return diff + + +class VirtualFileSystem(FileSystem): + """A simulated filesystem from a mapping of filepath to file contents.""" + files: Dict[str, str] + + def __init__(self, files: Dict[str, str]): + self.files = files + + def read(self, path) -> str: + return self.files[path] + + def readlines(self, path) -> List[str]: + return self.files[path].splitlines() + + def write(self, path, content): + self.files[path] = content + + def exists(self, path) -> bool: + return path in self.files + + def read_range_in_file(self, r: RangeInFile) -> str: + return FileSystem.read_range_in_str(self.read(r.filepath), r.range) + + def rename_file(self, filepath: str, new_filepath: str): + self.files[new_filepath] = self.files[filepath] + del self.files[filepath] + + def rename_directory(self, path: str, new_path: str): + for filepath in self.files: + if filepath.startswith(path): + new_filepath = new_path + filepath[len(path):] + self.files[new_filepath] = self.files[filepath] + del self.files[filepath] + + def delete_file(self, filepath: str): + del self.files[filepath] + + def delete_directory(self, path: str): + raise NotImplementedError + + def add_directory(self, path: str): + # For reasons as seen here and in delete_directory, a Dict[str, str] might not be the best represntation. Could just preprocess to something better upon __init__ + pass + + def apply_file_edit(self, edit: FileEdit) -> EditDiff: + old_content = self.read(edit.filepath) + new_content, original = FileSystem.apply_edit_to_str(old_content, edit) + self.write(edit.filepath, new_content) + return EditDiff( + edit=edit, + original=original + ) + +# TODO: Uniform errors thrown by any FileSystem subclass. diff --git a/continuedev/src/continuedev/models/filesystem_edit.py b/continuedev/src/continuedev/models/filesystem_edit.py new file mode 100644 index 00000000..7526d4c9 --- /dev/null +++ b/continuedev/src/continuedev/models/filesystem_edit.py @@ -0,0 +1,136 @@ +from abc import abstractmethod +from typing import Generator, List +from pydantic import BaseModel +from .main import Position, Range +from ..libs.util.map_path import map_path +import os + + +class FileSystemEdit(BaseModel): + @abstractmethod + def next_edit(self) -> Generator["FileSystemEdit", None, None]: + raise NotImplementedError + + @abstractmethod + def with_mapped_paths(self, orig_root: str, copy_root: str) -> "FileSystemEdit": + raise NotImplementedError + + +class AtomicFileSystemEdit(FileSystemEdit): + def next_edit(self) -> Generator["FileSystemEdit", None, None]: + yield self + + +class FileEdit(AtomicFileSystemEdit): + filepath: str + range: Range + replacement: str + + def with_mapped_paths(self, orig_root: str, copy_root: str) -> "FileSystemEdit": + return FileEdit(map_path(self.filepath, orig_root, copy_root), self.range, self.replacement) + + @staticmethod + def from_deletion(filepath: str, start: Position, end: Position) -> "FileEdit": + return FileEdit(filepath, Range(start, end), "") + + @staticmethod + def from_insertion(filepath: str, position: Position, content: str) -> "FileEdit": + return FileEdit(filepath=filepath, range=Range.from_shorthand(position.line, position.character, position.line, position.character), replacement=content) + + +class FileEditWithFullContents(BaseModel): + fileEdit: FileEdit + fileContents: str + + +class AddFile(AtomicFileSystemEdit): + filepath: str + content: str + + def with_mapped_paths(self, orig_root: str, copy_root: str) -> "FileSystemEdit": + return AddFile(self, map_path(self.filepath, orig_root, copy_root), self.content) + + +class DeleteFile(AtomicFileSystemEdit): + filepath: str + + def with_mapped_paths(self, orig_root: str, copy_root: str) -> "FileSystemEdit": + return DeleteFile(map_path(self.filepath, orig_root, copy_root)) + + +class RenameFile(AtomicFileSystemEdit): + filepath: str + new_filepath: str + + def with_mapped_paths(self, orig_root: str, copy_root: str) -> "FileSystemEdit": + return RenameFile(map_path(self.filepath, orig_root, copy_root), map_path(self.new_filepath, orig_root, copy_root)) + + +class AddDirectory(AtomicFileSystemEdit): + path: str + + def with_mapped_paths(self, orig_root: str, copy_root: str) -> "FileSystemEdit": + return AddDirectory(map_path(self.path, orig_root, copy_root)) + + +class DeleteDirectory(AtomicFileSystemEdit): + path: str + + def with_mapped_paths(self, orig_root: str, copy_root: str) -> "FileSystemEdit": + return DeleteDirectory(map_path(self.path, orig_root, copy_root)) + + +class RenameDirectory(AtomicFileSystemEdit): + path: str + new_path: str + + def with_mapped_paths(self, orig_root: str, copy_root: str) -> "FileSystemEdit": + return RenameDirectory(map_path(self.filepath, orig_root, copy_root), map_path(self.new_path, orig_root, copy_root)) + + +class DeleteDirectoryRecursive(FileSystemEdit): + path: str + + def with_mapped_paths(self, orig_root: str, copy_root: str) -> "FileSystemEdit": + return DeleteDirectoryRecursive(map_path(self.path, orig_root, copy_root)) + + def next_edit(self) -> Generator[FileSystemEdit, None, None]: + yield DeleteDirectory(path=self.path) + for child in os.listdir(self.path): + child_path = os.path.join(self.path, child) + if os.path.isdir(child_path): + yield DeleteDirectoryRecursive(path=child_path) + else: + yield DeleteFile(filepath=child_path) + + +class SequentialFileSystemEdit(FileSystemEdit): + edits: List[FileSystemEdit] + + def with_mapped_paths(self, orig_root: str, copy_root: str) -> "FileSystemEdit": + return SequentialFileSystemEdit([ + edit.with_mapped_paths(orig_root, copy_root) + for edit in self.edits + ]) + + def next_edit(self) -> Generator["FileSystemEdit", None, None]: + for edit in self.edits: + yield from edit.next_edit() + + +class EditDiff(BaseModel): + """A reversible edit that can be applied to a file.""" + forward: FileSystemEdit + backward: FileSystemEdit + + @classmethod + def from_sequence(cls, diffs: List["EditDiff"]) -> "EditDiff": + forwards = [] + backwards = [] + for diff in diffs: + forwards.append(diff.forward) + backwards.insert(0, diff.backward) + return cls( + forward=SequentialFileSystemEdit(edits=forwards), + backward=SequentialFileSystemEdit(edits=backwards) + ) diff --git a/continuedev/src/continuedev/models/generate_json_schema.py b/continuedev/src/continuedev/models/generate_json_schema.py new file mode 100644 index 00000000..da78dfac --- /dev/null +++ b/continuedev/src/continuedev/models/generate_json_schema.py @@ -0,0 +1,39 @@ +from .main import * +from .filesystem import RangeInFile, FileEdit +from .filesystem_edit import FileEditWithFullContents +from pydantic import schema_json_of +import os + +MODELS_TO_GENERATE = [ + Position, Range, Traceback, TracebackFrame +] + [ + RangeInFile, FileEdit +] + [ + FileEditWithFullContents +] + +RENAMES = { + "ExampleClass": "RenamedName" +} + +SCHEMA_DIR = "schema/json" + + +def clear_schemas(): + for filename in os.listdir(SCHEMA_DIR): + if filename.endswith(".json"): + os.remove(os.path.join(SCHEMA_DIR, filename)) + + +if __name__ == "__main__": + clear_schemas() + for model in MODELS_TO_GENERATE: + title = RENAMES.get(model.__name__, model.__name__) + try: + json = schema_json_of(model, indent=2, title=title) + except Exception as e: + print(f"Failed to generate json schema for {title}: ", e) + continue + + with open(f"{SCHEMA_DIR}/{title}.json", "w") as f: + f.write(json) diff --git a/continuedev/src/continuedev/models/main.py b/continuedev/src/continuedev/models/main.py new file mode 100644 index 00000000..081ec4af --- /dev/null +++ b/continuedev/src/continuedev/models/main.py @@ -0,0 +1,131 @@ +from abc import ABC +from typing import List, Union +from pydantic import BaseModel, root_validator +from functools import total_ordering + + +@total_ordering +class Position(BaseModel): + line: int + character: int + + def __hash__(self): + return hash((self.line, self.character)) + + def __eq__(self, other: "Position") -> bool: + return self.line == other.line and self.character == other.character + + def __lt__(self, other: "Position") -> bool: + if self.line < other.line: + return True + elif self.line == other.line: + return self.character < other.character + else: + return False + + @staticmethod + def from_index(string: str, index: int) -> "Position": + """Convert index in string to line and character""" + line = string.count("\n", 0, index) + if line == 1: + character = index + else: + character = index - string.rindex("\n", 0, index) - 1 + + return Position(line=line, character=character) + + +class Range(BaseModel): + """A range in a file. 0-indexed.""" + start: Position + end: Position + + def __hash__(self): + return hash((self.start, self.end)) + + def union(self, other: "Range") -> "Range": + return Range( + start=min(self.start, other.start), + end=max(self.end, other.end), + ) + + def is_empty(self) -> bool: + return self.start == self.end + + def overlaps_with(self, other: "Range") -> bool: + return not (self.end < other.start or self.start > other.end) + + @staticmethod + def from_indices(string: str, start_index: int, end_index: int) -> "Range": + return Range( + start=Position.from_index(string, start_index), + end=Position.from_index(string, end_index) + ) + + @staticmethod + def from_shorthand(start_line: int, start_char: int, end_line: int, end_char: int) -> "Range": + return Range( + start=Position( + line=start_line, + character=start_char + ), + end=Position( + line=end_line, + character=end_char + ) + ) + + @staticmethod + def from_entire_file(content: str) -> "Range": + lines = content.splitlines() + if len(lines) == 0: + return Range.from_shorthand(0, 0, 0, 0) + return Range.from_shorthand(0, 0, len(lines) - 1, len(lines[-1]) - 1) + + @staticmethod + def from_snippet_in_file(content: str, snippet: str) -> "Range": + start_index = content.index(snippet) + end_index = start_index + len(snippet) + return Range.from_indices(content, start_index, end_index) + + +class AbstractModel(ABC, BaseModel): + @root_validator(pre=True) + def check_is_subclass(cls, values): + if not issubclass(cls, AbstractModel): + raise TypeError( + "AbstractModel subclasses must be subclasses of AbstractModel") + + +class TracebackFrame(BaseModel): + filepath: str + lineno: int + function: str + code: Union[str, None] + + def __eq__(self, other): + return self.filepath == other.filepath and self.lineno == other.lineno and self.function == other.function + + +class Traceback(BaseModel): + frames: List[TracebackFrame] + message: str + error_type: str + full_traceback: Union[str, None] + + @classmethod + def from_tbutil_parsed_exc(cls, tbutil_parsed_exc): + return cls( + frames=[ + TracebackFrame( + filepath=frame["filepath"], + lineno=frame["lineno"], + function=frame["funcname"], + code=frame["source_line"], + ) + for frame in tbutil_parsed_exc.frames + ], + message=tbutil_parsed_exc.exc_msg, + error_type=tbutil_parsed_exc.exc_type, + full_traceback=tbutil_parsed_exc.to_string(), + ) diff --git a/continuedev/src/continuedev/plugins/__init__.py b/continuedev/src/continuedev/plugins/__init__.py new file mode 100644 index 00000000..0ce6d079 --- /dev/null +++ b/continuedev/src/continuedev/plugins/__init__.py @@ -0,0 +1,26 @@ +from typing import List +import pluggy +from .step import hookspecs +from .step.libs import hello_world + +builtin_libs = [hello_world] + +def get_plugin_manager(use_plugins: List[str]) -> pluggy.PluginManager: + pm = pluggy.PluginManager("continue.step") + pm.add_hookspecs(hookspecs) + pm.load_setuptools_entrypoints("continue.step") + + # Only use plugins that are specified in the config file + for plugin, name in pm.list_name_plugin(): + if name not in use_plugins: + pm.set_blocked(plugin) + + # Print warning if plugin not found + for name in use_plugins: + if not pm.has_plugin(name): + print(f"Plugin {name} not found.") + + for lib in builtin_libs: + pm.register(lib) + + return pm
\ No newline at end of file diff --git a/continuedev/src/continuedev/plugins/load.py b/continuedev/src/continuedev/plugins/load.py new file mode 100644 index 00000000..adbaad09 --- /dev/null +++ b/continuedev/src/continuedev/plugins/load.py @@ -0,0 +1,21 @@ +def load_validator_plugin(config: ValidatorPluginConfig) -> Validator: + if config.name == "continue.tb_validator": + return PythonTracebackValidator(config.cmd, config.cwd) + elif config.name == "continue.pytest_validator": + return PytestValidator(cwd=config.cwd) + else: + raise KeyError("Unknown validator plugin name") + +def load_llm_plugin(config: LLMPluginConfig) -> LLM: + if config.provider == "openai": + return OpenAI(api_key=config.api_key) + else: + raise KeyError("Unknown LLM provider: " + config.provider) + +def load_policy_plugin(config: PolicyPluginConfig) -> Policy: + if config.name == "continue.random_policy": + return RandomPolicy() + elif config.name == "continue.dfs_policy": + return DFSPolicy() + else: + raise KeyError("Unknown policy plugin name")
\ No newline at end of file diff --git a/continuedev/src/continuedev/plugins/policy/__init__.py b/continuedev/src/continuedev/plugins/policy/__init__.py new file mode 100644 index 00000000..b9722bae --- /dev/null +++ b/continuedev/src/continuedev/plugins/policy/__init__.py @@ -0,0 +1,4 @@ +import pluggy + +hookimpl = pluggy.HookimplMarker("continue.policy") +"""Marker to be imported and used in plugins (and for own implementations)"""
\ No newline at end of file diff --git a/continuedev/src/continuedev/plugins/policy/hookspecs.py b/continuedev/src/continuedev/plugins/policy/hookspecs.py new file mode 100644 index 00000000..abe932d3 --- /dev/null +++ b/continuedev/src/continuedev/plugins/policy/hookspecs.py @@ -0,0 +1,10 @@ +from typing import List, Tuple +import pluggy +from ...libs.policy import Policy, Step + +hookspec = pluggy.HookspecMarker("continue.policy") + +class PolicyPlugin(Policy): + @hookspec + def next(self) -> Step: + """Get the next step to run"""
\ No newline at end of file diff --git a/continuedev/src/continuedev/plugins/policy/libs/__init__.py b/continuedev/src/continuedev/plugins/policy/libs/__init__.py new file mode 100644 index 00000000..e69de29b --- /dev/null +++ b/continuedev/src/continuedev/plugins/policy/libs/__init__.py diff --git a/continuedev/src/continuedev/plugins/policy/libs/alternate.py b/continuedev/src/continuedev/plugins/policy/libs/alternate.py new file mode 100644 index 00000000..5bfbb821 --- /dev/null +++ b/continuedev/src/continuedev/plugins/policy/libs/alternate.py @@ -0,0 +1,22 @@ +from plugins import policy +from ....libs.observation import Observation +from ....libs.steps import Step +from ....libs.core import History + + +class AlternatingPolicy: + """A Policy that alternates between two steps.""" + + def __init__(self, first: Step, second: Step): + self.first = first + self.second = second + self.last_was_first = False + + @policy.hookimpl + def next(self, history: History) -> Step: + if self.last_was_first: + self.last_was_first = False + return self.second + else: + self.last_was_first = True + return self.first diff --git a/continuedev/src/continuedev/plugins/step/__init__.py b/continuedev/src/continuedev/plugins/step/__init__.py new file mode 100644 index 00000000..e6d8cd3b --- /dev/null +++ b/continuedev/src/continuedev/plugins/step/__init__.py @@ -0,0 +1,4 @@ +import pluggy + +hookimpl = pluggy.HookimplMarker("continue.step") +"""Marker to be imported and used in plugins (and for own implementations)"""
\ No newline at end of file diff --git a/continuedev/src/continuedev/plugins/step/hookspecs.py b/continuedev/src/continuedev/plugins/step/hookspecs.py new file mode 100644 index 00000000..4309bad3 --- /dev/null +++ b/continuedev/src/continuedev/plugins/step/hookspecs.py @@ -0,0 +1,13 @@ +from typing import Coroutine +import pluggy +from ...libs.core import ContinueSDK, Step, Observation + +hookspec = pluggy.HookspecMarker("continue.step") + +# Perhaps Actions should be generic about what their inputs must be. + + +class StepPlugin(Step): + @hookspec + async def run(self, sdk: ContinueSDK) -> Coroutine[Observation, None, None]: + """Run""" diff --git a/continuedev/src/continuedev/plugins/step/libs/__init__.py b/continuedev/src/continuedev/plugins/step/libs/__init__.py new file mode 100644 index 00000000..e69de29b --- /dev/null +++ b/continuedev/src/continuedev/plugins/step/libs/__init__.py diff --git a/continuedev/src/continuedev/plugins/step/libs/hello_world.py b/continuedev/src/continuedev/plugins/step/libs/hello_world.py new file mode 100644 index 00000000..72255bfd --- /dev/null +++ b/continuedev/src/continuedev/plugins/step/libs/hello_world.py @@ -0,0 +1,9 @@ +from ....plugins import step +from ....libs.steps import ContinueSDK + + +class HelloWorldStep: + """A Step that prints "Hello World!".""" + @step.hookimpl + def run(sdk: ContinueSDK): + print("Hello World!") diff --git a/continuedev/src/continuedev/server/ide.py b/continuedev/src/continuedev/server/ide.py new file mode 100644 index 00000000..dd1dc463 --- /dev/null +++ b/continuedev/src/continuedev/server/ide.py @@ -0,0 +1,302 @@ +# This is a separate server from server/main.py +import asyncio +import os +from typing import Any, Dict, List, Type, TypeVar, Union +import uuid +from fastapi import WebSocket, Body, APIRouter +from uvicorn.main import Server + +from ..libs.util.queue import AsyncSubscriptionQueue +from ..models.filesystem import FileSystem, RangeInFile, EditDiff, RealFileSystem +from ..models.main import Traceback +from ..models.filesystem_edit import AddDirectory, AddFile, DeleteDirectory, DeleteFile, FileSystemEdit, FileEdit, FileEditWithFullContents, RenameDirectory, RenameFile, SequentialFileSystemEdit +from pydantic import BaseModel +from .notebook import SessionManager, session_manager +from .ide_protocol import AbstractIdeProtocolServer + + +router = APIRouter(prefix="/ide", tags=["ide"]) + + +# Graceful shutdown by closing websockets +original_handler = Server.handle_exit + + +class AppStatus: + should_exit = False + + @staticmethod + def handle_exit(*args, **kwargs): + AppStatus.should_exit = True + print("Shutting down") + original_handler(*args, **kwargs) + + +Server.handle_exit = AppStatus.handle_exit + + +# TYPES # + + +class FileEditsUpdate(BaseModel): + messageType: str = "fileEdits" + fileEdits: List[FileEditWithFullContents] + + +class OpenFilesResponse(BaseModel): + messageType: str = "openFiles" + openFiles: List[str] + + +class HighlightedCodeResponse(BaseModel): + messageType: str = "highlightedCode" + highlightedCode: List[RangeInFile] + + +class ShowSuggestionRequest(BaseModel): + messageType: str = "showSuggestion" + suggestion: FileEdit + + +class ShowSuggestionResponse(BaseModel): + messageType: str = "showSuggestion" + suggestion: FileEdit + accepted: bool + + +class ReadFileResponse(BaseModel): + messageType: str = "readFile" + contents: str + + +class EditFileResponse(BaseModel): + messageType: str = "editFile" + fileEdit: FileEditWithFullContents + + +class WorkspaceDirectoryResponse(BaseModel): + messageType: str = "workspaceDirectory" + workspaceDirectory: str + + +T = TypeVar("T", bound=BaseModel) + + +class IdeProtocolServer(AbstractIdeProtocolServer): + websocket: WebSocket + session_manager: SessionManager + sub_queue: AsyncSubscriptionQueue = AsyncSubscriptionQueue() + + def __init__(self, session_manager: SessionManager): + self.session_manager = session_manager + + async def _send_json(self, data: Any): + await self.websocket.send_json(data) + + async def _receive_json(self, message_type: str) -> Any: + return await self.sub_queue.get(message_type) + + async def _send_and_receive_json(self, data: Any, resp_model: Type[T], message_type: str) -> T: + await self._send_json(data) + resp = await self._receive_json(message_type) + return resp_model.parse_obj(resp) + + async def handle_json(self, data: Any): + t = data["messageType"] + if t == "openNotebook": + await self.openNotebook() + elif t == "setFileOpen": + await self.setFileOpen(data["filepath"], data["open"]) + elif t == "fileEdits": + fileEdits = list( + map(lambda d: FileEditWithFullContents.parse_obj(d), data["fileEdits"])) + self.onFileEdits(fileEdits) + elif t in ["highlightedCode", "openFiles", "readFile", "editFile", "workspaceDirectory"]: + self.sub_queue.post(t, data) + else: + raise ValueError("Unknown message type", t) + + # ------------------------------- # + # Request actions in IDE, doesn't matter which Session + def showSuggestion(): + pass + + async def setFileOpen(self, filepath: str, open: bool = True): + # Agent needs access to this. + await self.websocket.send_json({ + "messageType": "setFileOpen", + "filepath": filepath, + "open": open + }) + + async def openNotebook(self): + session_id = self.session_manager.new_session(self) + await self._send_json({ + "messageType": "openNotebook", + "sessionId": session_id + }) + + async def showSuggestionsAndWait(self, suggestions: List[FileEdit]) -> bool: + ids = [str(uuid.uuid4()) for _ in suggestions] + for i in range(len(suggestions)): + self._send_json({ + "messageType": "showSuggestion", + "suggestion": suggestions[i], + "suggestionId": ids[i] + }) + responses = await asyncio.gather(*[ + self._receive_json(ShowSuggestionResponse) + for i in range(len(suggestions)) + ]) # WORKING ON THIS FLOW HERE. Fine now to just await for response, instead of doing something fancy with a "waiting" state on the agent. + # Just need connect the suggestionId to the IDE (and the notebook) + return any([r.accepted for r in responses]) + + # ------------------------------- # + # Here needs to pass message onto the Agent OR Agent just subscribes. + # This is where you might have triggers: plugins can subscribe to certian events + # like file changes, tracebacks, etc... + + def onAcceptRejectSuggestion(self, suggestionId: str, accepted: bool): + pass + + def onTraceback(self, traceback: Traceback): + # Same as below, maybe not every agent? + for _, session in self.session_manager.sessions.items(): + session.agent.handle_traceback(traceback) + + def onFileSystemUpdate(self, update: FileSystemEdit): + # Access to Agent (so SessionManager) + pass + + def onCloseNotebook(self, session_id: str): + # Accesss to SessionManager + pass + + def onOpenNotebookRequest(self): + pass + + def onFileEdits(self, edits: List[FileEditWithFullContents]): + # Send the file edits to ALL agents. + # Maybe not ideal behavior + for _, session in self.session_manager.sessions.items(): + session.agent.handle_manual_edits(edits) + + # Request information. Session doesn't matter. + async def getOpenFiles(self) -> List[str]: + resp = await self._send_and_receive_json({ + "messageType": "openFiles" + }, OpenFilesResponse, "openFiles") + return resp.openFiles + + async def getWorkspaceDirectory(self) -> str: + resp = await self._send_and_receive_json({ + "messageType": "workspaceDirectory" + }, WorkspaceDirectoryResponse, "workspaceDirectory") + return resp.workspaceDirectory + + async def getHighlightedCode(self) -> List[RangeInFile]: + resp = await self._send_and_receive_json({ + "messageType": "highlightedCode" + }, HighlightedCodeResponse, "highlightedCode") + return resp.highlightedCode + + async def readFile(self, filepath: str) -> str: + """Read a file""" + resp = await self._send_and_receive_json({ + "messageType": "readFile", + "filepath": filepath + }, ReadFileResponse, "readFile") + return resp.contents + + async def saveFile(self, filepath: str): + """Save a file""" + await self._send_json({ + "messageType": "saveFile", + "filepath": filepath + }) + + async def readRangeInFile(self, range_in_file: RangeInFile) -> str: + """Read a range in a file""" + full_contents = await self.readFile(range_in_file.filepath) + return FileSystem.read_range_in_str(full_contents, range_in_file.range) + + async def editFile(self, edit: FileEdit) -> FileEditWithFullContents: + """Edit a file""" + resp = await self._send_and_receive_json({ + "messageType": "editFile", + "edit": edit.dict() + }, EditFileResponse, "editFile") + return resp.fileEdit + + async def applyFileSystemEdit(self, edit: FileSystemEdit) -> EditDiff: + """Apply a file edit""" + backward = None + fs = RealFileSystem() + if isinstance(edit, FileEdit): + file_edit = await self.editFile(edit) + _, diff = FileSystem.apply_edit_to_str( + file_edit.fileContents, file_edit.fileEdit) + backward = diff.backward + elif isinstance(edit, AddFile): + fs.write(edit.filepath, edit.content) + backward = DeleteFile(filepath=edit.filepath) + elif isinstance(edit, DeleteFile): + contents = await self.readFile(edit.filepath) + backward = AddFile(filepath=edit.filepath, content=contents) + fs.delete_file(edit.filepath) + elif isinstance(edit, RenameFile): + fs.rename_file(edit.filepath, edit.new_filepath) + backward = RenameFile(filepath=edit.new_filepath, + new_filepath=edit.filepath) + elif isinstance(edit, AddDirectory): + fs.add_directory(edit.path) + backward = DeleteDirectory(path=edit.path) + elif isinstance(edit, DeleteDirectory): + # This isn't atomic! + backward_edits = [] + for root, dirs, files in os.walk(edit.path, topdown=False): + for f in files: + path = os.path.join(root, f) + edit_diff = await self.applyFileSystemEdit(DeleteFile(filepath=path)) + backward_edits.append(edit_diff) + for d in dirs: + path = os.path.join(root, d) + edit_diff = await self.applyFileSystemEdit(DeleteDirectory(path=path)) + backward_edits.append(edit_diff) + + edit_diff = await self.applyFileSystemEdit(DeleteDirectory(path=edit.path)) + backward_edits.append(edit_diff) + backward_edits.reverse() + backward = SequentialFileSystemEdit(edits=backward_edits) + elif isinstance(edit, RenameDirectory): + fs.rename_directory(edit.path, edit.new_path) + backward = RenameDirectory(path=edit.new_path, new_path=edit.path) + elif isinstance(edit, FileSystemEdit): + diffs = [] + for edit in edit.next_edit(): + edit_diff = await self.applyFileSystemEdit(edit) + diffs.append(edit_diff) + backward = EditDiff.from_sequence(diffs=diffs).backward + else: + raise TypeError("Unknown FileSystemEdit type: " + str(type(edit))) + + return EditDiff( + forward=edit, + backward=backward + ) + + +ideProtocolServer = IdeProtocolServer(session_manager) + + +@router.websocket("/ws") +async def websocket_endpoint(websocket: WebSocket): + await websocket.accept() + print("Accepted websocket connection from, ", websocket.client) + await websocket.send_json({"messageType": "connected"}) + ideProtocolServer.websocket = websocket + while True: + data = await websocket.receive_json() + await ideProtocolServer.handle_json(data) + + await websocket.close() diff --git a/continuedev/src/continuedev/server/ide_protocol.py b/continuedev/src/continuedev/server/ide_protocol.py new file mode 100644 index 00000000..15d019b4 --- /dev/null +++ b/continuedev/src/continuedev/server/ide_protocol.py @@ -0,0 +1,80 @@ +from typing import Any, List +from abc import ABC, abstractmethod + +from ..models.main import Traceback +from ..models.filesystem_edit import FileEdit, FileSystemEdit, EditDiff +from ..models.filesystem import RangeInFile + + +class AbstractIdeProtocolServer(ABC): + @abstractmethod + async def handle_json(self, data: Any): + """Handle a json message""" + + @abstractmethod + def showSuggestion(): + """Show a suggestion to the user""" + + @abstractmethod + async def getWorkspaceDirectory(self): + """Get the workspace directory""" + + @abstractmethod + async def setFileOpen(self, filepath: str, open: bool = True): + """Set whether a file is open""" + + @abstractmethod + async def openNotebook(self): + """Open a notebook""" + + @abstractmethod + async def showSuggestionsAndWait(self, suggestions: List[FileEdit]) -> bool: + """Show suggestions to the user and wait for a response""" + + @abstractmethod + def onAcceptRejectSuggestion(self, suggestionId: str, accepted: bool): + """Called when the user accepts or rejects a suggestion""" + + @abstractmethod + def onTraceback(self, traceback: Traceback): + """Called when a traceback is received""" + + @abstractmethod + def onFileSystemUpdate(self, update: FileSystemEdit): + """Called when a file system update is received""" + + @abstractmethod + def onCloseNotebook(self, session_id: str): + """Called when a notebook is closed""" + + @abstractmethod + def onOpenNotebookRequest(self): + """Called when a notebook is requested to be opened""" + + @abstractmethod + async def getOpenFiles(self) -> List[str]: + """Get a list of open files""" + + @abstractmethod + async def getHighlightedCode(self) -> List[RangeInFile]: + """Get a list of highlighted code""" + + @abstractmethod + async def readFile(self, filepath: str) -> str: + """Read a file""" + + @abstractmethod + async def readRangeInFile(self, range_in_file: RangeInFile) -> str: + """Read a range in a file""" + + @abstractmethod + async def editFile(self, edit: FileEdit): + """Edit a file""" + + @abstractmethod + async def applyFileSystemEdit(self, edit: FileSystemEdit) -> EditDiff: + """Apply a file edit""" + + @abstractmethod + async def saveFile(self, filepath: str): + """Save a file""" diff --git a/continuedev/src/continuedev/server/main.py b/continuedev/src/continuedev/server/main.py new file mode 100644 index 00000000..11ad1d8f --- /dev/null +++ b/continuedev/src/continuedev/server/main.py @@ -0,0 +1,39 @@ +from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware +from .ide import router as ide_router +from .notebook import router as notebook_router +import uvicorn +import argparse + +app = FastAPI() + +app.include_router(ide_router) +app.include_router(notebook_router) + +# Add CORS support +app.add_middleware( + CORSMiddleware, + allow_origins=["*"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + + +@app.get("/health") +def health(): + return {"status": "ok"} + + +# add cli arg for server port +parser = argparse.ArgumentParser() +parser.add_argument("-p", "--port", help="server port", type=int, default=8000) +args = parser.parse_args() + + +def run_server(): + uvicorn.run(app, host="0.0.0.0", port=args.port, log_config="logging.ini") + + +if __name__ == "__main__": + run_server() diff --git a/continuedev/src/continuedev/server/notebook.py b/continuedev/src/continuedev/server/notebook.py new file mode 100644 index 00000000..c9d4edc5 --- /dev/null +++ b/continuedev/src/continuedev/server/notebook.py @@ -0,0 +1,198 @@ +from fastapi import FastAPI, Depends, Header, WebSocket, APIRouter +from typing import Any, Dict, List, Union +from uuid import uuid4 +from pydantic import BaseModel +from uvicorn.main import Server + +from ..models.filesystem_edit import FileEditWithFullContents +from ..libs.policy import DemoPolicy +from ..libs.core import Agent, FullState, History, Step +from ..libs.steps.nate import ImplementAbstractMethodStep +from ..libs.observation import Observation +from dotenv import load_dotenv +from ..libs.llm.openai import OpenAI +from .ide_protocol import AbstractIdeProtocolServer +import os +import asyncio +import nest_asyncio +nest_asyncio.apply() + +load_dotenv() +openai_api_key = os.getenv("OPENAI_API_KEY") + +router = APIRouter(prefix="/notebook", tags=["notebook"]) + +# Graceful shutdown by closing websockets +original_handler = Server.handle_exit + + +class AppStatus: + should_exit = False + + @staticmethod + def handle_exit(*args, **kwargs): + AppStatus.should_exit = True + print("Shutting down") + original_handler(*args, **kwargs) + + +Server.handle_exit = AppStatus.handle_exit + + +class Session: + session_id: str + agent: Agent + ws: Union[WebSocket, None] + + def __init__(self, session_id: str, agent: Agent): + self.session_id = session_id + self.agent = agent + self.ws = None + + +class DemoAgent(Agent): + first_seen: bool = False + cumulative_edit_string = "" + + def handle_manual_edits(self, edits: List[FileEditWithFullContents]): + for edit in edits: + self.cumulative_edit_string += edit.fileEdit.replacement + self._manual_edits_buffer.append(edit) + # Note that you're storing a lot of unecessary data here. Can compress into EditDiffs on the spot, and merge. + # self._manual_edits_buffer = merge_file_edit(self._manual_edits_buffer, edit) + # FOR DEMO PURPOSES + if edit.fileEdit.filepath.endswith("filesystem.py") and "List" in self.cumulative_edit_string and ":" in edit.fileEdit.replacement: + self.cumulative_edit_string = "" + asyncio.create_task(self.run_from_step( + ImplementAbstractMethodStep())) + + +class SessionManager: + sessions: Dict[str, Session] = {} + _event_loop: Union[asyncio.BaseEventLoop, None] = None + + def get_session(self, session_id: str) -> Session: + if session_id not in self.sessions: + raise KeyError("Session ID not recognized") + return self.sessions[session_id] + + def new_session(self, ide: AbstractIdeProtocolServer) -> str: + cmd = "python3 /Users/natesesti/Desktop/continue/extension/examples/python/main.py" + agent = DemoAgent(llm=OpenAI(api_key=openai_api_key), + policy=DemoPolicy(cmd=cmd), ide=ide) + session_id = str(uuid4()) + session = Session(session_id=session_id, agent=agent) + self.sessions[session_id] = session + + def on_update(state: FullState): + session_manager.send_ws_data(session_id, { + "messageType": "state", + "state": agent.get_full_state().dict() + }) + + agent.on_update(on_update) + asyncio.create_task(agent.run_policy()) + return session_id + + def remove_session(self, session_id: str): + del self.sessions[session_id] + + def register_websocket(self, session_id: str, ws: WebSocket): + self.sessions[session_id].ws = ws + print("Registered websocket for session", session_id) + + def send_ws_data(self, session_id: str, data: Any): + if self.sessions[session_id].ws is None: + print(f"Session {session_id} has no websocket") + return + + async def a(): + await self.sessions[session_id].ws.send_json(data) + + # Run coroutine in background + if self._event_loop is None or self._event_loop.is_closed(): + self._event_loop = asyncio.new_event_loop() + self._event_loop.run_until_complete(a()) + self._event_loop.close() + else: + self._event_loop.run_until_complete(a()) + self._event_loop.close() + + +session_manager = SessionManager() + + +def session(x_continue_session_id: str = Header("anonymous")) -> Session: + return session_manager.get_session(x_continue_session_id) + + +def websocket_session(session_id: str) -> Session: + return session_manager.get_session(session_id) + + +class StartSessionBody(BaseModel): + config_file_path: Union[str, None] + + +class StartSessionResp(BaseModel): + session_id: str + + +@router.websocket("/ws") +async def websocket_endpoint(websocket: WebSocket, session: Session = Depends(websocket_session)): + await websocket.accept() + + session_manager.register_websocket(session.session_id, websocket) + data = await websocket.receive_text() + # Update any history that may have happened before connection + await websocket.send_json({ + "messageType": "state", + "state": session_manager.get_session(session.session_id).agent.get_full_state().dict() + }) + print("Session started", data) + while AppStatus.should_exit is False: + data = await websocket.receive_json() + print("Received data", data) + + if "messageType" not in data: + continue + messageType = data["messageType"] + + try: + if messageType == "main_input": + # Do something with user input + asyncio.create_task( + session.agent.accept_user_input(data["value"])) + elif messageType == "step_user_input": + asyncio.create_task( + session.agent.give_user_input(data["value"], data["index"])) + elif messageType == "refinement_input": + asyncio.create_task( + session.agent.accept_refinement_input(data["value"], data["index"])) + elif messageType == "reverse": + # Reverse the history to the given index + asyncio.create_task( + session.agent.reverse_to_index(data["index"])) + except Exception as e: + print(e) + + print("Closing websocket") + await websocket.close() + + +@router.post("/run") +def request_run(step: Step, session=Depends(session)): + """Tell an agent to take a specific action.""" + asyncio.create_task(session.agent.run_from_step(step)) + return "Success" + + +@router.get("/history") +def get_history(session=Depends(session)) -> History: + return session.agent.history + + +@router.post("/observation") +def post_observation(observation: Observation, session=Depends(session)): + asyncio.create_task(session.agent.run_from_observation(observation)) + return "Success" |