batch cli

Author: Denise2004

vectordb_bench/cli/batch_cli.py

@@ -1,5 +1,4 @@
 import logging
-import time
 from collections.abc import MutableMapping
 from concurrent.futures import wait
 from pathlib import Path
@@ -14,6 +13,7 @@
     cli,
     click_parameter_decorators_from_typed_dict,
 )
+from ..models import TaskConfig
 
 log = logging.getLogger(__name__)
 
@@ -95,27 +95,136 @@ def format_bool_option(opt_name: str, value: Any, skip: bool = False, raw_key: s
     return args_arr
 
 
-@cli.command()
-@click_parameter_decorators_from_typed_dict(BatchCliTypedDict)
-def BatchCli():
-    ctx = click.get_current_context()
-    batch_config = ctx.default_map
+def build_task_from_config(cmd_name: str, config_dict: dict[str, Any]) -> TaskConfig | None:
 
-    runner = CliRunner()
+    collected_tasks = []
+    original_run = None
 
-    args_arr = build_sub_cmd_args(batch_config)
+    try:
+        from ..interface import benchmark_runner
+
+        original_run = benchmark_runner.run
+
+        def collect_task_wrapper(tasks: list[TaskConfig], task_label: str | None = None):  # noqa: ARG001
+            collected_tasks.extend(tasks)
+            return True
+
+        benchmark_runner.run = collect_task_wrapper
+
+        # build CLI parameters
+        args = [cmd_name]
+        bool_options = {
+            "drop_old": True,
+            "load": True,
+            "search_serial": True,
+            "search_concurrent": True,
+            "dry_run": False,
+            "custom_dataset_use_shuffled": True,
+            "custom_dataset_with_gt": True,
+        }
+
+        def format_option(key: str, value: Any):
+            opt_name = key.replace("_", "-")
+
+            if key in bool_options:
+                return format_bool_option(opt_name, value, skip=False)
+
+            if key.startswith("skip_"):
+                raw_key = key[5:]
+                raw_opt = raw_key.replace("_", "-")
+                return format_bool_option(raw_opt, value, skip=True, raw_key=raw_key)
+
+            return [f"--{opt_name}", str(value)]
+
+        def format_bool_option(opt_name: str, value: Any, skip: bool = False, raw_key: str | None = None):
+            if isinstance(value, bool):
+                if skip:
+                    if bool_options.get(raw_key, False):
+                        return [f"--skip-{opt_name}"] if value else [f"--{opt_name}"]
+                    return [f"--{opt_name}", str(value)]
+                if value:
+                    return [f"--{opt_name}"]
+                if bool_options.get(opt_name.replace("-", "_"), False):
+                    return [f"--skip-{opt_name}"]
+                return []
+            return [f"--{opt_name}", str(value)]
+
+        for k, v in config_dict.items():
+            args.extend(format_option(k, v))
+
+        # call CLI command (this will trigger collect_task_wrapper)
+        runner = CliRunner()
+        result = runner.invoke(cli, args, catch_exceptions=False)
 
-    for args in args_arr:
-        log.info(f"got batch config: {' '.join(args)}")
+        if result.exception:
+            log.error(f"Failed to build task for {cmd_name}: {result.exception}")
+            return None
 
-    for args in args_arr:
-        result = runner.invoke(cli, args)
-        time.sleep(5)
+        if collected_tasks:
+            return collected_tasks[0]
+        return None  # noqa: TRY300
 
-        from ..interface import global_result_future
+    except Exception:
+        log.exception("Error building task from config")
+        return None
+    finally:
+        if original_run is not None:
+            from ..interface import benchmark_runner
 
-        if global_result_future:
-            wait([global_result_future])
+            benchmark_runner.run = original_run
 
-        if result.exception:
-            log.exception(f"failed to run sub command: {args[0]}", exc_info=result.exception)
+
+@cli.command()
+@click_parameter_decorators_from_typed_dict(BatchCliTypedDict)
+def BatchCli():
+    ctx = click.get_current_context()
+    batch_config = ctx.default_map
+
+    from ..interface import benchmark_runner, global_result_future
+
+    # collect all tasks
+    all_tasks: list[TaskConfig] = []
+    task_labels: set[str] = set()
+
+    for cmd_name, cmd_config_list in batch_config.items():
+        for config_dict in cmd_config_list:
+            log.info(f"Building task for {cmd_name} with config: {config_dict.get('task_label', 'N/A')}")
+
+            # collect task_label from config
+            if "task_label" in config_dict:
+                task_labels.add(config_dict["task_label"])
+
+            # TaskConfig
+            task = build_task_from_config(cmd_name, config_dict)
+            if task:
+                all_tasks.append(task)
+                log.info(f"Successfully built task: {task.db.value} - {task.case_config.case_id.name}")
+            else:
+                log.warning(f"Failed to build task for {cmd_name}")
+
+    if not all_tasks:
+        log.error("No tasks were built from the batch config file")
+        return
+
+    if len(task_labels) == 1:
+        task_label = task_labels.pop()
+        log.info(f"Using shared task_label from config: {task_label}")
+    elif len(task_labels) > 1:
+        task_label = next(iter(task_labels))
+        log.warning(f"Multiple task_labels found in config, using the first one: {task_label}")
+    else:
+        from datetime import datetime
+
+        task_label = f"batch_{datetime.now().strftime('%Y%m%d_%H%M%S')}"
+        log.info(f"No task_label found in config, using generated one: {task_label}")
+
+    log.info(f"Running {len(all_tasks)} tasks with shared task_label: {task_label}")
+
+    benchmark_runner.run(all_tasks, task_label)
+
+    if global_result_future:
+        log.info("Waiting for all tasks to complete...")
+        wait([global_result_future])
+        log.info("All tasks completed successfully")
+    else:
+        log.warning("No global_result_future found, tasks may be running in background")

vectordb_bench/cli/cli.py

@@ -608,22 +608,24 @@ class OceanBaseIVFTypedDict(TypedDict):
 def cli(): ...
 
 
-def run(
+def build_task(
     db: DB,
     db_config: DBConfig,
     db_case_config: DBCaseConfig,
     **parameters: Unpack[CommonTypedDict],
-):
-    """Builds a single VectorDBBench Task and runs it, awaiting the task until finished.
+) -> TaskConfig:
+    """Builds a single VectorDBBench Task without running it.
 
     Args:
         db (DB)
         db_config (DBConfig)
         db_case_config (DBCaseConfig)
         **parameters: expects keys from CommonTypedDict
-    """
 
-    task = TaskConfig(
+    Returns:
+        TaskConfig: The created task configuration
+    """
+    return TaskConfig(
         db=db,
         db_config=db_config,
         db_case_config=db_case_config,
@@ -644,6 +646,24 @@ def run(
             parameters["search_concurrent"],
         ),
     )
+
+
+def run(
+    db: DB,
+    db_config: DBConfig,
+    db_case_config: DBCaseConfig,
+    **parameters: Unpack[CommonTypedDict],
+):
+    """Builds a single VectorDBBench Task and runs it, awaiting the task until finished.
+
+    Args:
+        db (DB)
+        db_config (DBConfig)
+        db_case_config (DBCaseConfig)
+        **parameters: expects keys from CommonTypedDict
+    """
+
+    task = build_task(db, db_config, db_case_config, **parameters)
     task_label = parameters["task_label"]
 
     log.info(f"Task:\n{pformat(task)}\n")