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feat: support placeholder queries that only request a subset of data #39

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Jan 24, 2024
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187 changes: 159 additions & 28 deletions src/safeds_runner/server/messages.py
Original file line number Diff line number Diff line change
Expand Up @@ -169,6 +169,96 @@ def to_dict(self) -> dict[str, Any]:
return dataclasses.asdict(self) # pragma: no cover


@dataclass(frozen=True)
class QueryWindow:
"""
Information that is used to create a subset of the data of a placeholder.

Parameters
----------
begin : int | None
Index of the first entry that should be sent. May be present if a windowed query is required.
size : int | None
Max. amount of entries that should be sent. May be present if a windowed query is required.
"""

begin: int | None = None
size: int | None = None

@staticmethod
def from_dict(d: dict[str, Any]) -> QueryWindow:
"""
Create a new QueryWindow object from a dictionary.

Parameters
----------
d : dict[str, Any]
Dictionary which should contain all needed fields.

Returns
-------
QueryWindow
Dataclass which contains information copied from the provided dictionary.
"""
return QueryWindow(**d)

def to_dict(self) -> dict[str, Any]:
"""
Convert this dataclass to a dictionary.

Returns
-------
dict[str, Any]
Dictionary containing all the fields which are part of this dataclass.
"""
return dataclasses.asdict(self) # pragma: no cover


@dataclass(frozen=True)
class MessageQueryInformation:
"""
Information used to query a placeholder with optional window bounds. Only complex types like tables are affected by window bounds.

Parameters
----------
name : str
Placeholder name that is queried.
window : QueryWindow
Window bounds for requesting only a subset of the available data.
"""

name: str
window: QueryWindow = dataclasses.field(default_factory=QueryWindow)

@staticmethod
def from_dict(d: dict[str, Any]) -> MessageQueryInformation:
"""
Create a new MessageQueryInformation object from a dictionary.

Parameters
----------
d : dict[str, Any]
Dictionary which should contain all needed fields.

Returns
-------
MessageQueryInformation
Dataclass which contains information copied from the provided dictionary.
"""
return MessageQueryInformation(name=d["name"], window=QueryWindow.from_dict(d["window"]))

def to_dict(self) -> dict[str, Any]:
"""
Convert this dataclass to a dictionary.

Returns
-------
dict[str, Any]
Dictionary containing all the fields which are part of this dataclass.
"""
return dataclasses.asdict(self) # pragma: no cover


def create_placeholder_description(name: str, type_: str) -> dict[str, str]:
"""
Create the message data of a placeholder description message containing only name and type.
Expand All @@ -188,14 +278,17 @@ def create_placeholder_description(name: str, type_: str) -> dict[str, str]:
return {"name": name, "type": type_}


def create_placeholder_value(name: str, type_: str, value: Any) -> dict[str, Any]:
def create_placeholder_value(placeholder_query: MessageQueryInformation, type_: str, value: Any) -> dict[str, Any]:
"""
Create the message data of a placeholder value message containing name, type and the actual value.

If the query only requests a subset of the data and the placeholder type supports this,
the response will contain only a subset and the information about the subset.

Parameters
----------
name : str
Name of the placeholder.
placeholder_query : MessageQueryInformation
Query of the placeholder.
type_ : str
Type of the placeholder.
value : Any
Expand All @@ -206,7 +299,26 @@ def create_placeholder_value(name: str, type_: str, value: Any) -> dict[str, Any
dict[str, str]
Message data of "placeholder_value" messages.
"""
return {"name": name, "type": type_, "value": value}
import safeds.data.tabular.containers

message: dict[str, Any] = {"name": placeholder_query.name, "type": type_}
# Start Index >= 0
start_index = max(placeholder_query.window.begin if placeholder_query.window.begin is not None else 0, 0)
# End Index >= Start Index
end_index = (
(start_index + max(placeholder_query.window.size, 0)) if placeholder_query.window.size is not None else None
)
if isinstance(value, safeds.data.tabular.containers.Table) and (
placeholder_query.window.begin is not None or placeholder_query.window.size is not None
):
max_index = value.number_of_rows
# End Index <= Number Of Rows
end_index = min(end_index, value.number_of_rows) if end_index is not None else None
value = value.slice_rows(start=start_index, end=end_index)
window_information: dict[str, int] = {"begin": start_index, "size": value.number_of_rows, "max": max_index}
message["window"] = window_information
message["value"] = value
return message


def create_runtime_error_description(message: str, backtrace: list[dict[str, Any]]) -> dict[str, Any]:
Expand Down Expand Up @@ -260,15 +372,16 @@ def parse_validate_message(message: str) -> tuple[Message | None, str | None, st
return None, f"Invalid message received: {message}", "Invalid Message: not JSON"
if "type" not in message_dict:
return None, f"No message type specified in: {message}", "Invalid Message: no type"
if "id" not in message_dict:
elif "id" not in message_dict:
return None, f"No message id specified in: {message}", "Invalid Message: no id"
if "data" not in message_dict:
elif "data" not in message_dict:
return None, f"No message data specified in: {message}", "Invalid Message: no data"
if not isinstance(message_dict["type"], str):
elif not isinstance(message_dict["type"], str):
return None, f"Message type is not a string: {message}", "Invalid Message: invalid type"
if not isinstance(message_dict["id"], str):
elif not isinstance(message_dict["id"], str):
return None, f"Message id is not a string: {message}", "Invalid Message: invalid id"
return Message.from_dict(message_dict), None, None
else:
return Message.from_dict(message_dict), None, None


def validate_program_message_data(message_data: dict[str, Any] | str) -> tuple[MessageDataProgram | None, str | None]:
Expand All @@ -287,33 +400,36 @@ def validate_program_message_data(message_data: dict[str, Any] | str) -> tuple[M
"""
if not isinstance(message_data, dict):
return None, "Message data is not a JSON object"
if "code" not in message_data:
elif "code" not in message_data:
return None, "No 'code' parameter given"
if "main" not in message_data:
elif "main" not in message_data:
return None, "No 'main' parameter given"
if (
elif (
not isinstance(message_data["main"], dict)
or "modulepath" not in message_data["main"]
or "module" not in message_data["main"]
or "pipeline" not in message_data["main"]
):
return None, "Invalid 'main' parameter given"
if len(message_data["main"]) != 3:
elif len(message_data["main"]) != 3:
return None, "Invalid 'main' parameter given"
if not isinstance(message_data["code"], dict):
elif not isinstance(message_data["code"], dict):
return None, "Invalid 'code' parameter given"
code: dict = message_data["code"]
for key in code:
if not isinstance(code[key], dict):
return None, "Invalid 'code' parameter given"
next_dict: dict = code[key]
for next_key in next_dict:
if not isinstance(next_dict[next_key], str):
else:
code: dict = message_data["code"]
for key in code:
if not isinstance(code[key], dict):
return None, "Invalid 'code' parameter given"
return MessageDataProgram.from_dict(message_data), None
next_dict: dict = code[key]
for next_key in next_dict:
if not isinstance(next_dict[next_key], str):
return None, "Invalid 'code' parameter given"
return MessageDataProgram.from_dict(message_data), None


def validate_placeholder_query_message_data(message_data: dict[str, Any] | str) -> tuple[str | None, str | None]:
def validate_placeholder_query_message_data(
message_data: dict[str, Any] | str,
) -> tuple[MessageQueryInformation | None, str | None]:
"""
Validate the message data of a placeholder query message.

Expand All @@ -324,9 +440,24 @@ def validate_placeholder_query_message_data(message_data: dict[str, Any] | str)

Returns
-------
tuple[str | None, str | None]
A tuple containing either a validated message data as a string or an error message.
tuple[MessageQueryInformation | None, str | None]
A tuple containing either the validated message data or an error message.
"""
if not isinstance(message_data, str):
return None, "Message data is not a string"
return message_data, None
if not isinstance(message_data, dict):
return None, "Message data is not a JSON object"
elif "name" not in message_data:
return None, "No 'name' parameter given"
elif (
"window" in message_data
and "begin" in message_data["window"]
and not isinstance(message_data["window"]["begin"], int)
):
return None, "Invalid 'window'.'begin' parameter given"
elif (
"window" in message_data
and "size" in message_data["window"]
and not isinstance(message_data["window"]["size"], int)
):
return None, "Invalid 'window'.'size' parameter given"
else:
return MessageQueryInformation.from_dict(message_data), None
2 changes: 1 addition & 1 deletion src/safeds_runner/server/server.py
Original file line number Diff line number Diff line change
Expand Up @@ -152,7 +152,7 @@ def _ws_main(ws: simple_websocket.Server, pipeline_manager: PipelineManager) ->
return
placeholder_type, placeholder_value = pipeline_manager.get_placeholder(
received_object.id,
placeholder_query_data,
placeholder_query_data.name,
)
# send back a value message
if placeholder_type is not None:
Expand Down
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