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2174 lines (1953 loc) · 68.8 KB
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"""Command-line entry point wiring cgr subcommands to their handlers."""
import asyncio
import importlib
import json
import subprocess
import sys
import time
from collections.abc import Callable
from fnmatch import fnmatch
from functools import partial
from importlib.metadata import version as get_version
from pathlib import Path
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 cgr_state
from . import cli_help as ch
from . import constants as cs
from . import cypher_queries as cq
from . import logs as ls
from .capture import CaptureSelection, resolve_capture, split_spec
from .config import load_ignore_patterns, settings
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 .graph_updater import GraphUpdater
from .main import (
_create_configuration_table,
app_context,
connect_memgraph,
export_graph_to_file,
main_async,
main_optimize_async,
main_single_query,
prompt_for_unignored_directories,
style,
update_model_settings,
)
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,
ResultRow,
)
from .utils.path_utils import (
derive_project_name,
project_roots_from_rows,
resolve_repo_path,
)
from .vector_store import clear_all_embeddings, delete_project_embeddings
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())
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,
)
raise typer.Exit()
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")
def _info(msg: str) -> None:
if not settings.QUIET:
app_context.console.print(msg)
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,
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()
if mgr.status().state == StackState.RUNNING:
# This early return bypasses ensure_running, so it needs its own
# public-port check for a stack that is already up (issue #1380).
mgr.warn_if_ports_are_public()
return
try:
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 or [])])
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 _run_graph_sync(
repo: Path,
project_name: str,
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:
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()
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,
capture=_capture_selection(capture),
skip_embeddings=skip_embeddings,
)
updater.run()
cgr_state.record_sync(project_name)
if output:
_info(style(cs.CLI_MSG_EXPORTING_TO.format(path=output), cs.Color.CYAN))
if not export_graph_to_file(ingestor, output):
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,
)
)
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.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,
),
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:
app_context.console.print(
style(cs.CLI_ERR_JSON_REQUIRES_ASK_AGENT, cs.Color.RED)
)
raise typer.Exit(1)
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:
app_context.console.print(
style(cs.CLI_ERR_OUTPUT_REQUIRES_UPDATE, cs.Color.RED)
)
raise typer.Exit(1)
if not no_start_stack:
_maybe_start_stack()
effective_batch_size = settings.resolve_batch_size(batch_size)
if clean and not update_graph:
repo_to_clean = Path(target_repo_path)
with connect_memgraph(effective_batch_size) as ingestor:
_confirm_destructive_clean(ingestor, resolved_project_name, 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))
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:
_info(
style(cs.CLI_MSG_UPDATING_GRAPH.format(path=resolved_repo), cs.Color.GREEN)
)
if not interactive_setup:
_info(style(cs.CLI_MSG_AUTO_EXCLUDE, cs.Color.YELLOW))
_run_graph_sync(
repo=resolved_repo,
project_name=resolved_project_name,
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,
)
_info(style(cs.CLI_MSG_GRAPH_UPDATED, cs.Color.GREEN))
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:
if workspace_config is not None:
sync_task = partial(
_sync_workspace,
workspace_config,
effective_batch_size,
exclude,
capture=capture,
skip_embeddings=no_embeddings or None,
)
sync_message = cs.MSG_SYNCING_WORKSPACE.format(
name=workspace_config.name, count=len(workspace_config.repos)
)
else:
sync_task = partial(
_run_graph_sync,
repo=resolved_repo,
project_name=resolved_project_name,
batch_size=effective_batch_size,
exclude=exclude,
interactive_setup=interactive_setup,
capture=capture,
skip_embeddings=no_embeddings or None,
)
if workspace_config is not None:
active_projects = workspace_config.project_names()
if projects:
active_projects = _resolve_active_projects(projects, active_projects[0])
else:
active_projects = _resolve_active_projects(projects, resolved_project_name)
try:
if ask_agent:
if sync_task is not None:
sync_task()
main_single_query(
target_repo_path,
effective_batch_size,
ask_agent,
active_projects=active_projects,
output_format=output_format,
)
else:
asyncio.run(
main_async(
target_repo_path,
effective_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)
)
@app.command(
help=ch.CMD_INDEX,
short_help=ch.CMD_INDEX,
epilog=ch.EXAMPLES_INDEX,
rich_help_panel=ch.PANEL_GRAPH,
)
def index(
repo_path: str | None = typer.Option(
None, "--repo-path", help=ch.HELP_REPO_PATH_INDEX
),
output_proto_dir: str = typer.Option(
...,
"-o",
"--output-proto-dir",
help=ch.HELP_OUTPUT_PROTO_DIR,
),
split_index: bool = typer.Option(
False,
"--split-index",
help=ch.HELP_SPLIT_INDEX,
),
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,
),
interactive_setup: bool = typer.Option(
False,
"--interactive-setup",
help=ch.HELP_INTERACTIVE_SETUP,
),
) -> None:
repo_to_index = _resolve_and_validate_repo(repo_path)
_info(style(cs.CLI_MSG_INDEXING_AT.format(path=repo_to_index), cs.Color.GREEN))
_info(style(cs.CLI_MSG_OUTPUT_TO.format(path=output_proto_dir), cs.Color.CYAN))
cgrignore = load_ignore_patterns(repo_to_index)
cli_excludes = frozenset(exclude) if exclude else frozenset()
exclude_paths = cli_excludes | cgrignore.exclude or None
unignore_paths: frozenset[str] | None = None
if interactive_setup:
unignore_paths = prompt_for_unignored_directories(repo_to_index, exclude)
else:
_info(style(cs.CLI_MSG_AUTO_EXCLUDE, cs.Color.YELLOW))
unignore_paths = cgrignore.unignore or None
try:
indexed_source = source_state(Path(repo_to_index))
capture_config = _capture_selection(capture)
ingestor = ProtobufFileIngestor(
output_path=output_proto_dir,
split_index=split_index,
repo_path=str(repo_to_index),
)
parsers, queries = load_parsers()
updater = GraphUpdater(
ingestor=ingestor,
repo_path=repo_to_index,
parsers=parsers,
queries=queries,
unignore_paths=unignore_paths,
exclude_paths=exclude_paths,
capture=capture_config,
)
updater.run()
manifest_path = write_manifest(
Path(output_proto_dir),
indexed_source,
capture_description(capture_config),
)
_info(
style(cs.CLI_MSG_MANIFEST_WRITTEN.format(path=manifest_path), cs.Color.CYAN)
)
_info(style(cs.CLI_MSG_INDEXING_DONE, cs.Color.GREEN))
except Exception as e:
app_context.console.print(
style(cs.CLI_ERR_INDEXING.format(error=e), cs.Color.RED)
)
logger.exception(ls.INDEXING_FAILED)
raise typer.Exit(1) from e
@app.command(
name="verify-index",
help=ch.CMD_VERIFY_INDEX,
short_help=ch.CMD_VERIFY_INDEX,
rich_help_panel=ch.PANEL_GRAPH,
)
def verify_index_command(
index_dir: str = typer.Option(
..., "-i", "--index-dir", help=ch.HELP_VERIFY_INDEX_DIR
),
trusted_manifest_sha256: str | None = typer.Option(
None,
"--trusted-manifest-sha256",
help=ch.HELP_TRUSTED_MANIFEST_SHA,
),
) -> None:
problems = verify_index(Path(index_dir), trusted_manifest_sha256)
if problems:
for problem in problems:
app_context.console.print(
style(cs.CLI_MSG_VERIFY_PROBLEM.format(problem=problem), cs.Color.RED)
)
raise typer.Exit(1)
_info(style(cs.CLI_MSG_VERIFY_OK.format(path=index_dir), cs.Color.GREEN))
@app.command(
name="diff-index",
help=ch.CMD_DIFF_INDEX,
short_help=ch.CMD_DIFF_INDEX,
rich_help_panel=ch.PANEL_GRAPH,
)
def diff_index_command(
old_dir: str = typer.Option(..., "--old", help=ch.HELP_DIFF_OLD),
new_dir: str = typer.Option(..., "--new", help=ch.HELP_DIFF_NEW),
json_out: str | None = typer.Option(None, "--json-out", help=ch.HELP_DIFF_JSON_OUT),
) -> None:
try:
diff = diff_indexes(Path(old_dir), Path(new_dir))
except DiffError as error:
app_context.console.print(style(str(error), cs.Color.RED))
raise typer.Exit(2) from error
rendered = json.dumps(diff, indent=2, sort_keys=True)
if json_out is not None:
Path(json_out).write_text(rendered + "\n", encoding="utf-8")
_info(style(cs.CLI_MSG_DIFF_WRITTEN.format(path=json_out), cs.Color.CYAN))
else:
app_context.console.print(rendered)
if diff_is_empty(diff):
_info(style(cs.CLI_MSG_DIFF_EMPTY, cs.Color.GREEN))
@app.command(
help=ch.CMD_EXPORT,
short_help=ch.CMD_EXPORT,
epilog=ch.EXAMPLES_EXPORT,
rich_help_panel=ch.PANEL_GRAPH,
)
def export(
output: str = typer.Option(..., "-o", "--output", help=ch.HELP_OUTPUT_PATH),
format_json: bool = typer.Option(
True, "--json/--no-json", help=ch.HELP_FORMAT_JSON
),
batch_size: int | None = typer.Option(
None,
"--batch-size",
min=1,
help=ch.HELP_BATCH_SIZE,
),
) -> None:
if not format_json:
app_context.console.print(style(cs.CLI_ERR_ONLY_JSON, cs.Color.RED))
raise typer.Exit(1)
_info(style(cs.CLI_MSG_CONNECTING_MEMGRAPH, cs.Color.CYAN))
effective_batch_size = settings.resolve_batch_size(batch_size)
try:
with connect_memgraph(effective_batch_size) as ingestor:
_info(style(cs.CLI_MSG_EXPORTING_DATA, cs.Color.CYAN))
if not export_graph_to_file(ingestor, output):
raise typer.Exit(1)
except Exception as e:
app_context.console.print(
style(cs.CLI_ERR_EXPORT_FAILED.format(error=e), cs.Color.RED)
)
logger.exception(ls.EXPORT_ERROR.format(error=e))
raise typer.Exit(1) from e
@app.command(
help=ch.CMD_OPTIMIZE,
short_help=ch.CMD_OPTIMIZE,
epilog=ch.EXAMPLES_OPTIMIZE,
rich_help_panel=ch.PANEL_USE,
)
def optimize(
language: str = typer.Argument(
...,
help=ch.HELP_LANGUAGE_ARG,
),
repo_path: str | None = typer.Option(
None, "--repo-path", help=ch.HELP_REPO_PATH_OPTIMIZE
),
reference_document: str | None = typer.Option(
None,
"--reference-document",
help=ch.HELP_REFERENCE_DOC,
),
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,
),
) -> None:
app_context.session.confirm_edits = not no_confirm
app_context.session.load_cgr_instructions = not no_instructions
target_repo_path = str(_resolve_and_validate_repo(repo_path))
_update_and_validate_models(orchestrator, cypher)
try:
asyncio.run(
main_optimize_async(
language,
target_repo_path,
reference_document,
orchestrator,
cypher,
batch_size,
)
)
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)
)
@app.command(
name=ch.CLICommandName.MCP_SERVER,
help=ch.CMD_MCP_SERVER,
short_help=ch.CMD_MCP_SERVER,
epilog=ch.EXAMPLES_MCP_SERVER,
rich_help_panel=ch.PANEL_USE,
)
def mcp_server(
transport: cs.MCPTransport = typer.Option(
cs.MCPTransport.STDIO, help=ch.HELP_MCP_TRANSPORT
),
host: str = typer.Option(None, help=ch.HELP_MCP_HTTP_HOST),
port: int = typer.Option(None, help=ch.HELP_MCP_HTTP_PORT),
) -> None:
try:
if transport == cs.MCPTransport.HTTP:
from codebase_rag.mcp import serve_http
resolved_host = host or settings.MCP_HTTP_HOST
resolved_port = port or settings.MCP_HTTP_PORT
asyncio.run(serve_http(host=resolved_host, port=resolved_port))
else:
from codebase_rag.mcp import serve_stdio
asyncio.run(serve_stdio())
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_CONFIG.format(error=e), cs.Color.RED)
)
_info(style(cs.CLI_MSG_HINT_TARGET_REPO, cs.Color.YELLOW))
except Exception as e:
app_context.console.print(
style(cs.CLI_ERR_MCP_SERVER.format(error=e), cs.Color.RED)
)
@app.command(
name=ch.CLICommandName.GRAPH_LOADER,
help=ch.CMD_GRAPH_LOADER,
short_help=ch.CMD_GRAPH_LOADER,
epilog=ch.EXAMPLES_GRAPH_LOADER,
rich_help_panel=ch.PANEL_GRAPH,
)
def graph_loader_command(
graph_file: str = typer.Argument(..., help=ch.HELP_GRAPH_FILE),
) -> None:
from .graph_loader import load_graph
try:
graph = load_graph(graph_file)
summary = graph.summary()
app_context.console.print(style(cs.CLI_MSG_GRAPH_SUMMARY, cs.Color.GREEN))
app_context.console.print(f" Total nodes: {summary['total_nodes']}")
app_context.console.print(
f" Total relationships: {summary['total_relationships']}"