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2695 lines (2395 loc) · 86.8 KB
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"""Command-line entry point wiring cgr subcommands to their handlers."""
import asyncio
import importlib
import json
import os
import subprocess
import sys
import tempfile
import time
from collections.abc import Callable, Coroutine
from fnmatch import fnmatch
from functools import partial
from importlib.metadata import version as get_version
from pathlib import Path
from typing import Any, NoReturn
import click
import typer
from loguru import logger
from rich.console import Console
from rich.panel import Panel
from rich.table import Table
from rich.text import Text
from . import (
_cli_env, # noqa: F401 (must run before settings load)
cgr_state,
)
from . import cli_help as ch
from . import constants as cs
from . import cypher_queries as cq
from . import exceptions as ex
from . import logs as ls
from .capture import CaptureSelection, resolve_capture, split_spec, unknown_tokens
from .cli_runtime import app_context, connect_memgraph, style
from .config import load_ignore_patterns, settings
from .console_marks import status_mark
from .editing.cli import cli as edits_cli
from .editor_links import (
EditorTemplateError,
diff_command,
diff_link,
editor_url,
resolve_editor,
url_template_problem,
)
from .graph_cli import cli as graph_cli
from .parser_loader import load_parsers
from .services.graph_diff import DiffError, diff_indexes, diff_is_empty
from .services.graph_service import MemgraphIngestor
from .services.protobuf_service import ProtobufFileIngestor
from .services.provenance import (
capture_description,
source_state,
verify_index,
write_manifest,
)
from .stack import StackManager
from .stack.cli import cli as daemon_cli
from .stack.constants import StackState
from .stack.manager import StackError
from .tools.health_checker import HealthChecker
from .tools.language import cli as language_cli
from .trace.cli import cli as trace_cli
from .types_defs import (
DeadCodeConfig,
DeadCodeRow,
DuplicateGroup,
DuplicateMember,
DuplicatesConfig,
DuplicatesReport,
PropertyValue,
ResultRow,
ResultValue,
)
from .utils.path_utils import (
derive_project_name,
project_roots_from_rows,
resolve_repo_path,
unwritable_output_reason,
)
from .workspaces import WorkspaceConfig, WorkspaceError, load_workspace
from .workspaces.cli import cli as workspace_cli
def _vendored_click_exception() -> type[click.ClickException]:
# A typer that vendors click raises the vendored exceptions, which do not
# descend from the real click's; both flavors must be caught (#1409).
try:
vendored = importlib.import_module(cs.TYPER_VENDORED_CLICK_EXCEPTIONS_MODULE)
except ImportError:
return click.ClickException
return getattr(vendored, "ClickException", click.ClickException)
_CLICK_EXCEPTIONS = (click.ClickException, _vendored_click_exception())
# `codebase_rag.main` imports pydantic-ai and every provider SDK, and
# `codebase_rag.vector_store` imports the Qdrant and Milvus clients; together
# they cost over a second, and every `cgr` invocation imports this module
# (issue #2253). These wrappers defer those imports to the commands that need
# them and keep the names patchable attributes of `cli`.
def clear_all_embeddings(*args: Any, **kwargs: Any) -> None:
from .vector_store import clear_all_embeddings as impl
return impl(*args, **kwargs)
def delete_project_embeddings(*args: Any, **kwargs: Any) -> None:
from .vector_store import delete_project_embeddings as impl
return impl(*args, **kwargs)
def _import_vector_store() -> None:
# The embedding wrappers import lazily. A clean run resolves the module
# before it wipes anything, so a broken install stops with the graph
# intact rather than after `clean_database`.
importlib.import_module(".vector_store", __package__)
def update_model_settings(*args: Any, **kwargs: Any) -> None:
from .main import update_model_settings as impl
return impl(*args, **kwargs)
def prompt_for_unignored_directories(*args: Any, **kwargs: Any) -> frozenset[str]:
from .main import prompt_for_unignored_directories as impl
return impl(*args, **kwargs)
def export_graph_to_file(*args: Any, **kwargs: Any) -> bool:
from .main import export_graph_to_file as impl
return impl(*args, **kwargs)
def _create_configuration_table(*args: Any, **kwargs: Any) -> Table:
from .main import _create_configuration_table as impl
return impl(*args, **kwargs)
def main_single_query(*args: Any, **kwargs: Any) -> None:
from .main import main_single_query as impl
return impl(*args, **kwargs)
def main_async(*args: Any, **kwargs: Any) -> Coroutine[Any, Any, None]:
from .main import main_async as impl
return impl(*args, **kwargs)
def main_optimize_async(*args: Any, **kwargs: Any) -> Coroutine[Any, Any, None]:
from .main import main_optimize_async as impl
return impl(*args, **kwargs)
app = typer.Typer(
name=cs.PACKAGE_NAME,
help=ch.APP_DESCRIPTION,
epilog=ch.APP_EPILOG,
no_args_is_help=True,
add_completion=False,
)
def _version_callback(value: bool) -> None:
if value:
app_context.console.print(
cs.CLI_MSG_VERSION.format(
package=cs.PACKAGE_NAME, version=get_version(cs.PACKAGE_NAME)
),
highlight=False,
)
for line in credits_lines():
app_context.console.print(line, highlight=False)
raise typer.Exit()
def credits_lines(
frozen: bool | None = None, executable: str | None = None
) -> list[str]:
"""Where the third-party credits are: the docs page, and for a release
binary the notices file shipped beside it (issue #2175)."""
lines = [cs.CLI_MSG_CREDITS.format(url=cs.CREDITS_URL)]
if frozen if frozen is not None else getattr(sys, "frozen", False):
stem = Path(executable or sys.executable).stem
lines.append(
cs.CLI_MSG_CREDITS_NOTICES.format(
name=f"{stem}{cs.THIRD_PARTY_NOTICES_SUFFIX}"
)
)
return lines
def validate_models_early() -> None:
try:
orchestrator_config = settings.active_orchestrator_config
orchestrator_config.validate_api_key(cs.ModelRole.ORCHESTRATOR)
cypher_config = settings.active_cypher_config
cypher_config.validate_api_key(cs.ModelRole.CYPHER)
except ValueError as e:
app_context.console.print(style(str(e), cs.Color.RED))
raise typer.Exit(1) from e
def _update_and_validate_models(orchestrator: str | None, cypher: str | None) -> None:
try:
update_model_settings(orchestrator, cypher)
except ValueError as e:
app_context.console.print(style(str(e), cs.Color.RED))
raise typer.Exit(1) from e
validate_models_early()
@app.callback()
def _global_options(
version: bool | None = typer.Option(
None,
"--version",
"-v",
help=ch.HELP_VERSION,
callback=_version_callback,
is_eager=True,
),
quiet: bool = typer.Option(
False,
"--quiet",
"-q",
help=ch.HELP_QUIET,
is_eager=True,
),
) -> None:
settings.QUIET = quiet
if quiet:
logger.remove()
logger.add(
lambda msg: app_context.console.print(msg, end=""),
level="ERROR",
backtrace=False,
diagnose=False,
)
else:
_default_log_level_to_info()
def _default_log_level_to_info() -> None:
if cs.ENV_LOGURU_LEVEL in os.environ:
return
try:
logger.remove(cs.LOGURU_DEFAULT_HANDLER_ID)
except ValueError:
return
logger.add(sys.stderr, level=cs.LOG_LEVEL_INFO, backtrace=False, diagnose=False)
def _info(msg: str) -> None:
if not settings.QUIET:
app_context.console.print(msg)
def _pre_chat_sync(
workspace_config: WorkspaceConfig | None,
repo_sync: Callable[[], None],
batch_size: int,
exclude: list[str] | None,
capture: list[str] | None,
no_embeddings: bool,
) -> tuple[Callable[[], None], str]:
# The sync to run before the chat opens: every workspace repo when a
# workspace is active, else just the target repo.
if workspace_config is None:
return repo_sync, cs.MSG_SYNCING_KNOWLEDGE_GRAPH
workspace_sync = partial(
_sync_workspace,
workspace_config,
batch_size,
exclude,
capture=capture,
skip_embeddings=no_embeddings or None,
)
return workspace_sync, cs.MSG_SYNCING_WORKSPACE.format(
name=workspace_config.name, count=len(workspace_config.repos)
)
def _exit_with_error(message: str) -> NoReturn:
app_context.console.print(style(message, cs.Color.RED))
raise typer.Exit(1)
def _start_update_graph(
repo: Path,
project_name: str,
*,
project_named: bool,
batch_size: int,
exclude: list[str] | None,
interactive_setup: bool,
clean: bool,
output: str | None,
capture: list[str] | None,
skip_embeddings: bool | None,
assume_yes: bool,
) -> None:
# `start --update-graph`: sync the repo into the graph, then stop.
_info(style(cs.CLI_MSG_UPDATING_GRAPH.format(path=repo), cs.Color.GREEN))
if not interactive_setup:
_info(style(cs.CLI_MSG_AUTO_EXCLUDE, cs.Color.YELLOW))
_run_graph_sync(
repo=repo,
project_name=project_name,
project_named=project_named,
batch_size=batch_size,
exclude=exclude,
interactive_setup=interactive_setup,
clean=clean,
output=output,
capture=capture,
skip_embeddings=skip_embeddings,
assume_yes=assume_yes,
)
_info(style(cs.CLI_MSG_GRAPH_UPDATED, cs.Color.GREEN))
def _clean_database_only(
repo_to_clean: Path, batch_size: int, project_name: str, assume_yes: bool
) -> None:
# `--clean` without `--update-graph`: wipe the graph, the vector store and
# the hash cache, then stop.
_import_vector_store()
with connect_memgraph(batch_size) as ingestor:
_confirm_destructive_clean(ingestor, project_name, assume_yes)
_info(style(cs.CLI_MSG_CLEANING_DB, cs.Color.YELLOW))
ingestor.clean_database()
clear_all_embeddings()
_delete_hash_cache(repo_to_clean)
_info(style(cs.CLI_MSG_CLEAN_DONE, cs.Color.GREEN))
def _start_active_projects(
workspace_config: WorkspaceConfig | None,
projects: str | None,
resolved_project_name: str,
) -> list[str]:
if workspace_config is None:
return _resolve_active_projects(projects, resolved_project_name)
active_projects = workspace_config.project_names()
if projects:
# A workspace with no repos has no first project to fall back on, so
# an explicit --projects list falls back to the resolved project.
default_project = (
active_projects[0] if active_projects else resolved_project_name
)
return _resolve_active_projects(projects, default_project)
return active_projects
def _run_single_query(
target_repo_path: str,
batch_size: int,
question: str,
active_projects: list[str] | None,
output_format: cs.QueryFormat,
sync_task: Callable[[], None] | None,
) -> None:
if sync_task is not None:
sync_task()
main_single_query(
target_repo_path,
batch_size,
question,
active_projects=active_projects,
output_format=output_format,
)
def _launch_session(
target_repo_path: str,
batch_size: int,
ask_agent: str | None,
active_projects: list[str],
output_format: cs.QueryFormat,
sync_task: Callable[[], None] | None,
sync_message: str,
) -> None:
# `-a` answers one question and exits; otherwise open the chat loop.
try:
if ask_agent:
_run_single_query(
target_repo_path,
batch_size,
ask_agent,
active_projects,
output_format,
sync_task,
)
else:
asyncio.run(
main_async(
target_repo_path,
batch_size,
active_projects=active_projects,
show_config_table=False,
pre_chat_sync=sync_task,
pre_chat_sync_message=sync_message,
)
)
except KeyboardInterrupt:
app_context.console.print(style(cs.CLI_MSG_APP_TERMINATED, cs.Color.RED))
except ValueError as e:
app_context.console.print(
style(cs.CLI_ERR_STARTUP.format(error=e), cs.Color.RED)
)
def _load_workspace_or_exit(workspace: str | None) -> WorkspaceConfig | None:
if workspace is None:
return None
try:
return load_workspace(workspace)
except WorkspaceError as e:
app_context.console.print(style(str(e), cs.Color.RED))
raise typer.Exit(1) from e
def _sync_workspace(
config: WorkspaceConfig,
batch_size: int,
exclude: list[str] | None,
capture: list[str] | None = None,
skip_embeddings: bool | None = None,
) -> None:
total = len(config.repos)
if total == 0:
_info(
style(cs.CLI_MSG_WORKSPACE_EMPTY.format(name=config.name), cs.Color.YELLOW)
)
return
_info(
style(
cs.CLI_MSG_WORKSPACE_SYNCING.format(name=config.name, count=total),
cs.Color.CYAN,
)
)
for idx, repo in enumerate(config.repos, start=1):
repo_path = repo.repo_path()
_info(
style(
cs.CLI_MSG_WORKSPACE_SYNC_REPO.format(
idx=idx,
total=total,
path=repo_path,
project_name=repo.project_name,
),
cs.Color.CYAN,
)
)
_run_graph_sync(
repo=repo_path,
project_name=repo.project_name,
project_named=repo.project_named,
batch_size=batch_size,
exclude=exclude,
interactive_setup=False,
capture=capture,
skip_embeddings=skip_embeddings,
)
def _resolve_active_projects(projects: str | None, default_project: str) -> list[str]:
if projects:
parsed = [p.strip() for p in projects.split(",") if p.strip()]
if parsed:
return parsed
return [default_project]
def _maybe_start_stack() -> None:
mgr = StackManager()
try:
mgr.locate_published_qdrant()
if mgr.status().state == StackState.RUNNING:
# This early return bypasses ensure_running, so it needs its own
# public-port (issue #1380) and authentication checks for a stack
# that is already up.
mgr.warn_if_ports_are_public()
mgr.raise_if_auth_not_enforced()
return
mgr.ensure_running()
except StackError as e:
app_context.console.print(style(str(e), cs.Color.RED))
raise typer.Exit(1) from e
def _capture_selection(capture: list[str] | None) -> CaptureSelection:
# Env CGR_CAPTURE is the sticky baseline; --capture tokens are appended so
# a single run can override it (later tokens win in the resolver).
return resolve_capture(
[*split_spec(settings.CGR_CAPTURE), *_capture_tokens(capture)]
)
def _capture_tokens(capture: list[str] | None) -> list[str]:
# A flag value splits like CGR_CAPTURE, so `--capture none,structure` works.
return [token for value in capture or [] for token in split_spec(value)]
def _known_capture(capture: list[str] | None) -> list[str] | None:
if unknown := unknown_tokens(_capture_tokens(capture)):
raise typer.BadParameter(
cs.CLI_ERR_CAPTURE_UNKNOWN.format(
tokens=cs.SEPARATOR_COMMA_SPACE.join(unknown),
groups=cs.SEPARATOR_COMMA_SPACE.join(g.value for g in cs.CaptureGroup),
)
)
return capture
def _stdin_is_interactive() -> bool:
try:
return sys.stdin.isatty()
except (AttributeError, ValueError):
return False
def _projects_in_graph(ingestor: MemgraphIngestor) -> list[str] | None:
"""Every project in the graph, or None when the graph cannot be read.
None is NOT an empty graph: treating a failed enumeration as "no other
projects" would skip the confirmation and wipe every project precisely
when we cannot say what would be lost.
"""
try:
return sorted(ingestor.list_projects())
except Exception as exc:
logger.warning(ls.MG_LIST_PROJECTS_FAILED.format(error=exc))
return None
def _confirm_destructive_clean(
ingestor: MemgraphIngestor, project_name: str, assume_yes: bool
) -> None:
"""Abort unless the user accepts losing every other project in the graph."""
if assume_yes:
return
# `--clean` deletes the whole graph, so the prompt counts every project in
# it. Deriving that count from `others` would understate it by one whenever
# this project has not been synced yet and so is not in the graph.
projects = _projects_in_graph(ingestor)
if projects is None:
# Fail closed: an unreadable project list cannot show what the wipe
# would destroy, so it must not be read as an empty graph.
app_context.console.print(
style(cs.CLI_ERR_CLEAN_UNKNOWN_PROJECTS, cs.Color.RED)
)
raise typer.Exit(1)
others = [name for name in projects if name != project_name]
if not others:
return
app_context.console.print(
style(
cs.CLI_WARN_CLEAN_OTHER_PROJECTS.format(
project_name=project_name,
count=len(others),
projects=", ".join(others),
),
cs.Color.YELLOW,
)
)
if not _stdin_is_interactive():
app_context.console.print(
style(
cs.CLI_ERR_CLEAN_NEEDS_CONFIRMATION.format(project_name=project_name),
cs.Color.RED,
)
)
raise typer.Exit(1)
confirmed = typer.confirm(
cs.CLI_PROMPT_CLEAN_CONFIRM.format(count=len(projects)), default=False
)
if not confirmed:
app_context.console.print(style(cs.CLI_MSG_CLEAN_ABORTED, cs.Color.CYAN))
raise typer.Exit(1)
def _sync_marker_params(project_name: str) -> dict[str, PropertyValue]:
return {cs.KEY_PROJECT_NAME: project_name, cs.KEY_RUN_ID: cs.CLI_SYNC_RUN_ID}
def _mark_sync_incomplete(ingestor: MemgraphIngestor, project_name: str) -> None:
"""Put the `:IncompleteRun` marker down before the sync writes (#2219).
The same marker the MCP mutating paths write (#1679), so a later MCP
process refuses to hydrate from a graph an interrupted CLI sync left
partial. Failing to write it aborts the sync: nothing has changed yet,
and proceeding would make exactly that partial graph look complete.
"""
params = _sync_marker_params(project_name)
params[cs.KEY_WRITING] = True
try:
ingestor.execute_write(cq.CYPHER_MARK_PROJECT_INCOMPLETE, params)
except Exception as exc:
app_context.console.print(
style(
cs.CLI_ERR_SYNC_MARKER_FAILED.format(project=project_name),
cs.Color.RED,
)
)
raise typer.Exit(1) from exc
def _clear_sync_incomplete(ingestor: MemgraphIngestor, project_name: str) -> None:
"""Take the marker off once the sync is recorded; never fails the sync.
The graph is whole by now, so a failed clear only leaves a stale marker
for the next sync of the project to clear (see `CLI_SYNC_RUN_ID`).
"""
try:
ingestor.execute_write(
cq.CYPHER_CLEAR_PROJECT_INCOMPLETE, _sync_marker_params(project_name)
)
except Exception as exc:
logger.warning(
ls.CLI_SYNC_MARKER_NOT_CLEARED.format(project=project_name, error=exc)
)
def _run_graph_sync(
repo: Path,
project_name: str,
project_named: bool,
batch_size: int,
exclude: list[str] | None,
interactive_setup: bool,
clean: bool = False,
output: str | None = None,
capture: list[str] | None = None,
skip_embeddings: bool | None = None,
assume_yes: bool = False,
) -> None:
# Resolved before any graph write: see `_import_vector_store`.
from .graph_updater import GraphUpdater
if clean:
_import_vector_store()
cgrignore = load_ignore_patterns(repo)
cli_excludes = frozenset(exclude) if exclude else frozenset()
exclude_paths = cli_excludes | cgrignore.exclude or None
unignore_paths: frozenset[str] | None
if interactive_setup:
unignore_paths = prompt_for_unignored_directories(repo, exclude)
else:
unignore_paths = cgrignore.unignore or None
elapsed = time.monotonic()
with connect_memgraph(batch_size) as ingestor:
if clean:
_confirm_destructive_clean(ingestor, project_name, assume_yes)
_info(style(cs.CLI_MSG_CLEANING_DB, cs.Color.YELLOW))
ingestor.clean_database()
_delete_hash_cache(repo)
# Stale vectors keyed by recycled node ids would crowd out live
# hits and can map onto unrelated nodes in the rebuilt graph.
clear_all_embeddings()
# After the wipe, which would delete the marker with everything else,
# and before `ensure_constraints`, whose migration can already purge.
_mark_sync_incomplete(ingestor, project_name)
ingestor.ensure_constraints()
parsers, queries = load_parsers()
updater = GraphUpdater(
ingestor=ingestor,
repo_path=repo,
parsers=parsers,
queries=queries,
unignore_paths=unignore_paths,
exclude_paths=exclude_paths,
project_name=project_name,
project_named=project_named,
capture=_capture_selection(capture),
skip_embeddings=skip_embeddings,
)
interrupted: ex.EmbeddingsInterrupted | None = None
try:
updater.run()
except ex.EmbeddingsInterrupted as stop:
# Raised only after the run committed, so the graph is whole and
# the sync is recorded like any other; the interrupt then ends
# the command outside the connection, which would otherwise log
# it as a failed write.
interrupted = stop
cgr_state.record_sync(project_name)
_clear_sync_incomplete(ingestor, project_name)
exported = True
if output and interrupted is None:
_info(style(cs.CLI_MSG_EXPORTING_TO.format(path=output), cs.Color.CYAN))
exported = export_graph_to_file(ingestor, output)
# Raised outside the `with`: the ingestor logs any exception leaving it as
# a traceback, typer.Exit included, and the failure is already reported.
if not exported:
raise typer.Exit(1)
elapsed = time.monotonic() - elapsed
if updater.skipped_because_in_sync:
app_context.console.print(
style(
cs.CLI_MSG_SYNC_SKIPPED.format(project=project_name, elapsed=elapsed),
cs.Color.CYAN,
cs.StyleModifier.DIM,
)
)
else:
app_context.console.print(
style(
cs.CLI_MSG_SYNC_DONE.format(project=project_name, elapsed=elapsed),
cs.Color.CYAN,
cs.StyleModifier.NONE,
)
)
if interrupted is not None:
raise interrupted
def _delete_hash_cache(repo_path: Path) -> None:
cache_path = repo_path / cs.HASH_CACHE_FILENAME
if cache_path.exists():
_info(
style(
cs.CLI_MSG_CLEANING_HASH_CACHE.format(path=cache_path),
cs.Color.YELLOW,
)
)
cache_path.unlink(missing_ok=True)
(repo_path / cs.DIR_MTIMES_FILENAME).unlink(missing_ok=True)
(repo_path / cs.EXPOSES_CLEANUP_PENDING_FILENAME).unlink(missing_ok=True)
(repo_path / cs.PARSER_FINGERPRINT_FILENAME).unlink(missing_ok=True)
(repo_path / cs.EXCLUSION_STATE_FILENAME).unlink(missing_ok=True)
def _resolve_and_validate_repo(repo_path: str | None) -> Path:
resolved = resolve_repo_path(repo_path, settings.TARGET_REPO_PATH)
if not resolved.exists():
app_context.console.print(
style(cs.CLI_ERR_PATH_NOT_EXISTS.format(path=resolved), cs.Color.RED)
)
raise typer.Exit(1)
if not resolved.is_dir():
app_context.console.print(
style(cs.CLI_ERR_PATH_NOT_DIR.format(path=resolved), cs.Color.RED)
)
raise typer.Exit(1)
if not (resolved / cs.GIT_DIR_NAME).exists():
app_context.console.print(
style(cs.CLI_WARN_NOT_GIT_REPO.format(path=resolved), cs.Color.YELLOW)
)
return resolved
def _cleanup_project_embeddings(ingestor: MemgraphIngestor, project_name: str) -> None:
rows = ingestor.fetch_all(
cs.CYPHER_QUERY_PROJECT_NODE_IDS,
{cs.KEY_PROJECT_NAME: project_name},
)
node_ids: list[int] = []
for row in rows:
node_id = row.get(cs.KEY_NODE_ID)
if isinstance(node_id, int):
node_ids.append(node_id)
delete_project_embeddings(project_name, node_ids)
@app.command(
help=ch.CMD_START,
short_help=ch.CMD_START,
epilog=ch.EXAMPLES_START,
rich_help_panel=ch.PANEL_USE,
)
def start(
repo_path: str | None = typer.Option(
None, "--repo-path", help=ch.HELP_REPO_PATH_RETRIEVAL
),
update_graph: bool = typer.Option(
False,
"--update-graph",
help=ch.HELP_UPDATE_GRAPH,
),
clean: bool = typer.Option(
False,
"--clean",
help=ch.HELP_CLEAN_DB,
),
yes: bool = typer.Option(
False,
"--yes",
"-y",
help=ch.HELP_ASSUME_YES,
),
output: str | None = typer.Option(
None,
"-o",
"--output",
help=ch.HELP_OUTPUT_GRAPH,
),
orchestrator: str | None = typer.Option(
None,
"--orchestrator",
help=ch.HELP_ORCHESTRATOR,
),
cypher: str | None = typer.Option(
None,
"--cypher",
help=ch.HELP_CYPHER_MODEL,
),
no_confirm: bool = typer.Option(
False,
"--no-confirm",
help=ch.HELP_NO_CONFIRM,
),
no_instructions: bool = typer.Option(
False,
"--no-instructions",
help=ch.HELP_NO_INSTRUCTIONS,
),
batch_size: int | None = typer.Option(
None,
"--batch-size",
min=1,
help=ch.HELP_BATCH_SIZE,
),
project_name: str | None = typer.Option(
None,
"--project-name",
help=ch.HELP_PROJECT_NAME,
),
exclude: list[str] | None = typer.Option(
None,
"--exclude",
help=ch.HELP_EXCLUDE_PATTERNS,
),
capture: list[str] | None = typer.Option(
None,
"--capture",
help=ch.HELP_CAPTURE,
callback=_known_capture,
),
interactive_setup: bool = typer.Option(
False,
"--interactive-setup",
help=ch.HELP_INTERACTIVE_SETUP,
),
ask_agent: str | None = typer.Option(
None,
"-a",
"--ask-agent",
help=ch.HELP_ASK_AGENT,
),
output_format: cs.QueryFormat = typer.Option(
cs.QueryFormat.TABLE,
"--output-format",
help=ch.HELP_QUERY_OUTPUT_FORMAT,
),
no_start_stack: bool = typer.Option(
False,
"--no-start-stack",
help=ch.HELP_NO_START_STACK,
),
no_sync: bool = typer.Option(
False,
"--no-sync",
help=ch.HELP_NO_SYNC,
),
no_embeddings: bool = typer.Option(
False,
"--no-embeddings",
help=ch.HELP_NO_EMBEDDINGS,
),
projects: str | None = typer.Option(
None,
"--projects",
help=ch.HELP_PROJECTS,
),
workspace: str | None = typer.Option(
None,
"--workspace",
help=ch.HELP_WORKSPACE,
),
) -> None:
app_context.session.confirm_edits = not no_confirm
app_context.session.load_cgr_instructions = not no_instructions
if output_format == cs.QueryFormat.JSON and not ask_agent:
_exit_with_error(cs.CLI_ERR_JSON_REQUIRES_ASK_AGENT)
resolved_repo = _resolve_and_validate_repo(repo_path)
target_repo_path = str(resolved_repo)
resolved_project_name = project_name or derive_project_name(resolved_repo)
if output and not update_graph:
_exit_with_error(cs.CLI_ERR_OUTPUT_REQUIRES_UPDATE)
if output:
_exit_if_unwritable(output)
if not no_start_stack:
_maybe_start_stack()
effective_batch_size = settings.resolve_batch_size(batch_size)
if clean and not update_graph:
_clean_database_only(
Path(target_repo_path), effective_batch_size, resolved_project_name, yes
)
return
_update_and_validate_models(orchestrator, cypher)
if not ask_agent and not update_graph:
app_context.console.print(_create_configuration_table(target_repo_path))
if update_graph:
_start_update_graph(
resolved_repo,
resolved_project_name,
project_named=project_name is not None,
batch_size=effective_batch_size,
exclude=exclude,
interactive_setup=interactive_setup,
clean=clean,
output=output,
capture=capture,
skip_embeddings=no_embeddings or None,
assume_yes=yes,
)
return
workspace_config = _load_workspace_or_exit(workspace)
sync_task: Callable[[], None] | None = None
sync_message = cs.MSG_SYNCING_KNOWLEDGE_GRAPH
if not no_sync:
sync_task, sync_message = _pre_chat_sync(
workspace_config,
partial(
_run_graph_sync,
repo=resolved_repo,
project_name=resolved_project_name,
project_named=project_name is not None,
batch_size=effective_batch_size,
exclude=exclude,
interactive_setup=interactive_setup,
capture=capture,
skip_embeddings=no_embeddings or None,
),
effective_batch_size,
exclude,
capture,
no_embeddings,
)
active_projects = _start_active_projects(
workspace_config, projects, resolved_project_name
)
_launch_session(
target_repo_path,
effective_batch_size,
ask_agent,
active_projects,
output_format,
sync_task,
sync_message,
)
@app.command(
help=ch.CMD_INDEX,
short_help=ch.CMD_INDEX,
epilog=ch.EXAMPLES_INDEX,
rich_help_panel=ch.PANEL_GRAPH,
)
def index(