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Add IngestControlMessage class to nv_ingest_api library (#455)
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from pydantic import BaseModel, Field, ConfigDict | ||
from typing import Any, Dict | ||
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class ControlMessageTask(BaseModel): | ||
model_config = ConfigDict(extra="forbid") | ||
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name: str | ||
id: str | ||
properties: Dict[str, Any] = Field(default_factory=dict) |
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api/src/nv_ingest_api/primitives/ingest_control_message.py
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import copy | ||
import re | ||
from datetime import datetime | ||
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import logging | ||
import pandas as pd | ||
from typing import Any, Dict, Generator, Union | ||
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from nv_ingest_api.primitives.control_message_task import ControlMessageTask | ||
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logger = logging.getLogger(__name__) | ||
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class IngestControlMessage: | ||
""" | ||
A control message class for ingesting tasks and managing associated metadata, | ||
timestamps, configuration, and payload. | ||
""" | ||
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def __init__(self): | ||
""" | ||
Initialize a new IngestControlMessage instance. | ||
""" | ||
self._tasks: Dict[str, ControlMessageTask] = {} | ||
self._metadata: Dict[str, Any] = {} | ||
self._timestamps: Dict[str, datetime] = {} | ||
self._payload: pd.DataFrame = pd.DataFrame() | ||
self._config: Dict[str, Any] = {} | ||
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def add_task(self, task: ControlMessageTask): | ||
""" | ||
Add a task to the control message, keyed by the task's unique 'id'. | ||
Raises | ||
------ | ||
ValueError | ||
If a task with the same 'id' already exists. | ||
""" | ||
if task.id in self._tasks: | ||
raise ValueError(f"Task with id '{task.id}' already exists. Tasks must be unique.") | ||
self._tasks[task.id] = task | ||
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def get_tasks(self) -> Generator[ControlMessageTask, None, None]: | ||
""" | ||
Return all tasks as a generator. | ||
""" | ||
yield from self._tasks.values() | ||
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def has_task(self, task_id: str) -> bool: | ||
""" | ||
Check if a task with the given ID exists. | ||
""" | ||
return task_id in self._tasks | ||
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def remove_task(self, task_id: str) -> None: | ||
""" | ||
Remove a task from the control message. Logs a warning if the task does not exist. | ||
""" | ||
if task_id in self._tasks: | ||
del self._tasks[task_id] | ||
else: | ||
logger.warning(f"Attempted to remove non-existent task with id: {task_id}") | ||
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def config(self, config: Dict[str, Any] = None) -> Dict[str, Any]: | ||
""" | ||
Get or update the control message configuration. | ||
If 'config' is provided, it must be a dictionary. The configuration is updated with the | ||
provided values. If no argument is provided, returns a copy of the current configuration. | ||
Raises | ||
------ | ||
ValueError | ||
If the provided configuration is not a dictionary. | ||
""" | ||
if config is None: | ||
return self._config.copy() | ||
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if not isinstance(config, dict): | ||
raise ValueError("Configuration must be provided as a dictionary.") | ||
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self._config.update(config) | ||
return self._config.copy() | ||
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def copy(self) -> "IngestControlMessage": | ||
""" | ||
Create a deep copy of this control message. | ||
""" | ||
return copy.deepcopy(self) | ||
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def get_metadata(self, key: Union[str, re.Pattern] = None, default_value: Any = None) -> Any: | ||
""" | ||
Retrieve metadata. If 'key' is None, returns a copy of all metadata. | ||
Parameters | ||
---------- | ||
key : str or re.Pattern, optional | ||
If a string is provided, returns the value for that exact key. | ||
If a regex pattern is provided, returns a dictionary of all metadata key-value pairs | ||
where the key matches the regex. If no matches are found, returns default_value. | ||
default_value : Any, optional | ||
The value to return if the key is not found or no regex matches. | ||
Returns | ||
------- | ||
Any | ||
The metadata value for an exact string key, or a dict of matching metadata if a regex is provided. | ||
""" | ||
if key is None: | ||
return self._metadata.copy() | ||
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# If key is a regex pattern (i.e. has a search method), perform pattern matching. | ||
if hasattr(key, "search"): | ||
matches = {k: v for k, v in self._metadata.items() if key.search(k)} | ||
return matches if matches else default_value | ||
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# Otherwise, perform an exact lookup. | ||
return self._metadata.get(key, default_value) | ||
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def has_metadata(self, key: Union[str, re.Pattern]) -> bool: | ||
""" | ||
Check if a metadata key exists. | ||
Parameters | ||
---------- | ||
key : str or re.Pattern | ||
If a string is provided, checks for the exact key. | ||
If a regex pattern is provided, returns True if any metadata key matches the regex. | ||
Returns | ||
------- | ||
bool | ||
True if the key (or any matching key, in case of a regex) exists, False otherwise. | ||
""" | ||
if hasattr(key, "search"): | ||
return any(key.search(k) for k in self._metadata) | ||
return key in self._metadata | ||
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def list_metadata(self) -> list: | ||
""" | ||
List all metadata keys. | ||
""" | ||
return list(self._metadata.keys()) | ||
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def set_metadata(self, key: str, value: Any) -> None: | ||
""" | ||
Set a metadata key-value pair. | ||
""" | ||
self._metadata[key] = value | ||
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def filter_timestamp(self, regex_filter: str) -> Dict[str, datetime]: | ||
""" | ||
Retrieve timestamps whose keys match the regex filter. | ||
""" | ||
pattern = re.compile(regex_filter) | ||
return {key: ts for key, ts in self._timestamps.items() if pattern.search(key)} | ||
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def get_timestamp(self, key: str, fail_if_nonexist: bool = False) -> datetime: | ||
""" | ||
Retrieve a timestamp for a given key. | ||
Raises | ||
------ | ||
KeyError | ||
If the key is not found and 'fail_if_nonexist' is True. | ||
""" | ||
if key in self._timestamps: | ||
return self._timestamps[key] | ||
if fail_if_nonexist: | ||
raise KeyError(f"Timestamp for key '{key}' does not exist.") | ||
return None | ||
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def get_timestamps(self) -> Dict[str, datetime]: | ||
""" | ||
Retrieve all timestamps. | ||
""" | ||
return self._timestamps.copy() | ||
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def set_timestamp(self, key: str, timestamp: Any) -> None: | ||
""" | ||
Set a timestamp for a given key. Accepts either a datetime object or an ISO format string. | ||
Raises | ||
------ | ||
ValueError | ||
If the provided timestamp is neither a datetime object nor a valid ISO format string. | ||
""" | ||
if isinstance(timestamp, datetime): | ||
self._timestamps[key] = timestamp | ||
elif isinstance(timestamp, str): | ||
try: | ||
dt = datetime.fromisoformat(timestamp) | ||
self._timestamps[key] = dt | ||
except ValueError as e: | ||
raise ValueError(f"Invalid timestamp format: {timestamp}") from e | ||
else: | ||
raise ValueError("timestamp must be a datetime object or ISO format string") | ||
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def payload(self, payload: pd.DataFrame = None) -> pd.DataFrame: | ||
""" | ||
Get or set the payload DataFrame. | ||
Raises | ||
------ | ||
ValueError | ||
If the provided payload is not a pandas DataFrame. | ||
""" | ||
if payload is None: | ||
return self._payload | ||
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if not isinstance(payload, pd.DataFrame): | ||
raise ValueError("Payload must be a pandas DataFrame") | ||
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self._payload = payload | ||
return self._payload |
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