From f79933e87a78aca5d64e291789cea16314c50533 Mon Sep 17 00:00:00 2001 From: nik Date: Thu, 26 Sep 2024 18:14:45 +0300 Subject: [PATCH 01/16] feat: DIA-1415: Add LabelConfig->ResponseModel generator --- .../core/utils/json_schema.py | 66 +++++++++++++++++++ .../label_interface/control_tags.py | 18 +++++ .../label_interface/interface.py | 16 +++++ .../custom/test_interface/test_json_schema.py | 39 +++++++++++ 4 files changed, 139 insertions(+) create mode 100644 src/label_studio_sdk/_extensions/label_studio_tools/core/utils/json_schema.py create mode 100644 tests/custom/test_interface/test_json_schema.py diff --git a/src/label_studio_sdk/_extensions/label_studio_tools/core/utils/json_schema.py b/src/label_studio_sdk/_extensions/label_studio_tools/core/utils/json_schema.py new file mode 100644 index 000000000..75fe02273 --- /dev/null +++ b/src/label_studio_sdk/_extensions/label_studio_tools/core/utils/json_schema.py @@ -0,0 +1,66 @@ +import json +import types +import sys +from pathlib import Path +from tempfile import TemporaryDirectory +from datamodel_code_generator import InputFileType, generate, DataModelType, LiteralType +from pydantic import BaseModel +from io import StringIO +from contextlib import contextmanager + + +@contextmanager +def json_schema_to_pydantic(json_schema: dict, class_name: str = 'MyModel') -> type[BaseModel]: + """ + Convert a JSON schema to a Pydantic model and provide it as a context manager. + + Args: + json_schema (dict): The JSON schema to convert. + class_name (str, optional): The name of the generated Pydantic class. Defaults to 'MyModel'. + + Example: + ```python + example_schema = { + "type": "object", + "properties": { + "sentiment": { + "type": "string", + "description": "Sentiment of the text", + "enum": ["Positive", "Negative", "Neutral"], + } + }, + "required": ["sentiment"] + } + with json_schema_to_pydantic(example_schema) as ResponseModel: + instance = ResponseModel(sentiment='Positive') + print(instance.model_dump()) + ``` + """ + json_schema_str = json.dumps(json_schema) + + with TemporaryDirectory() as temp_dir: + temp_file = Path(temp_dir) / "schema.py" + + generate( + json_schema_str, + input_file_type=InputFileType.JsonSchema, + input_filename="schema.json", + output=temp_file, + output_model_type=DataModelType.PydanticV2BaseModel, + enum_field_as_literal=LiteralType.All, + class_name=class_name + ) + + model_code = temp_file.read_text() + + mod = types.ModuleType('dynamic_module') + exec(model_code, mod.__dict__) + + model_class = getattr(mod, class_name) + + try: + sys.modules['dynamic_module'] = mod + yield model_class + finally: + if 'dynamic_module' in sys.modules: + del sys.modules['dynamic_module'] diff --git a/src/label_studio_sdk/label_interface/control_tags.py b/src/label_studio_sdk/label_interface/control_tags.py index 94f343eab..7c34356b9 100644 --- a/src/label_studio_sdk/label_interface/control_tags.py +++ b/src/label_studio_sdk/label_interface/control_tags.py @@ -93,6 +93,24 @@ def validate_node(cls, tag: xml.etree.ElementTree.Element) -> bool: and tag.tag not in _NOT_CONTROL_TAGS ) + def to_json_schema(self): + """ + Converts the current ControlTag instance into a JSON Schema. + + Returns: + dict: A dictionary representing the JSON Schema. + """ + return { + "type": "object", + "properties": { + self.name: { + "type": "string", + "description": self.name, + } + }, + "required": [self.name] + } + @classmethod def parse_node(cls, tag: xml.etree.ElementTree.Element, tags_mapping=None) -> "ControlTag": """ diff --git a/src/label_studio_sdk/label_interface/interface.py b/src/label_studio_sdk/label_interface/interface.py index 8a1d2a14a..5e8a12f00 100644 --- a/src/label_studio_sdk/label_interface/interface.py +++ b/src/label_studio_sdk/label_interface/interface.py @@ -537,6 +537,22 @@ def load_task(self, task): return tree + def to_json_schema(self): + """ + Converts the current LabelInterface instance into a JSON Schema. + + Returns: + dict: A dictionary representing the JSON Schema. + """ + controls, objects, labels, _ = self.parse(self._config) + return { + "type": "object", + "properties": { + name: control.to_json_schema() for name, control in controls.items() + }, + "required": list(controls.keys()) + } + def parse(self, config_string: str) -> Tuple[Dict, Dict, Dict, etree._Element]: """Parses the received configuration string into dictionaries of ControlTags, ObjectTags, and Labels, along with an XML tree diff --git a/tests/custom/test_interface/test_json_schema.py b/tests/custom/test_interface/test_json_schema.py new file mode 100644 index 000000000..75476305d --- /dev/null +++ b/tests/custom/test_interface/test_json_schema.py @@ -0,0 +1,39 @@ +import pytest +from label_studio_sdk.label_interface.interface import LabelInterface +from label_studio_sdk.label_interface.control_tags import ControlTag +from label_studio_sdk._extensions.label_studio_tools.core.utils.json_schema import json_schema_to_pydantic + +def test_to_json_schema(): + # Sample XML configuration string + config = """ + + + + + + + + + """ + + expected_json_schema = { + "type": "object", + "properties": { + "sentiment": { + "type": "string", + "description": "sentiment", + } + }, + "required": ["sentiment"] + } + + interface = LabelInterface(config) + + # convert XML to JSON Schema + json_schema = interface.to_json_schema() + assert json_schema == expected_json_schema + + # convert JSON Schema to Pydantic + with json_schema_to_pydantic(json_schema) as ResponseModel: + instance = ResponseModel(sentiment='Positive') + assert instance.model_dump() == {'sentiment': 'Positive'} From d874d3d23c038e080584b3674ced246b9a847a19 Mon Sep 17 00:00:00 2001 From: fern-api <115122769+fern-api[bot]@users.noreply.github.com> Date: Mon, 30 Sep 2024 06:06:53 +0000 Subject: [PATCH 02/16] SDK regeneration --- poetry.lock | 358 ++++++++++++++++++++++++++++++++++++++++++++++++- pyproject.toml | 1 + 2 files changed, 358 insertions(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index 864798fe0..5e7284547 100644 --- a/poetry.lock +++ b/poetry.lock @@ -47,6 +47,20 @@ files = [ {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"}, ] +[[package]] +name = "argcomplete" +version = "3.5.0" +description = "Bash tab completion for argparse" +optional = false +python-versions = ">=3.8" +files = [ + {file = "argcomplete-3.5.0-py3-none-any.whl", hash = "sha256:d4bcf3ff544f51e16e54228a7ac7f486ed70ebf2ecfe49a63a91171c76bf029b"}, 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"^0.26.0" httpx = ">=0.21.2" ijson = ">=3.2.3" jsonschema = ">=4.23.0" From 74f15c977a18da8560775b4412f87bf5dbaa00f9 Mon Sep 17 00:00:00 2001 From: nik Date: Mon, 30 Sep 2024 10:25:35 +0300 Subject: [PATCH 03/16] Extend control tags with to_json_schema(), add tests --- .../label_interface/control_tags.py | 152 ++++++++++++- .../label_interface/interface.py | 6 +- .../custom/test_interface/test_json_schema.py | 215 ++++++++++++++++-- 3 files changed, 335 insertions(+), 38 deletions(-) diff --git a/src/label_studio_sdk/label_interface/control_tags.py b/src/label_studio_sdk/label_interface/control_tags.py index 7c34356b9..b7fab636f 100644 --- a/src/label_studio_sdk/label_interface/control_tags.py +++ b/src/label_studio_sdk/label_interface/control_tags.py @@ -100,16 +100,7 @@ def to_json_schema(self): Returns: dict: A dictionary representing the JSON Schema. """ - return { - "type": "object", - "properties": { - self.name: { - "type": "string", - "description": self.name, - } - }, - "required": [self.name] - } + return {"type": "string"} @classmethod def parse_node(cls, tag: xml.etree.ElementTree.Element, tags_mapping=None) -> "ControlTag": @@ -503,6 +494,19 @@ class ChoicesTag(ControlTag): _label_attr_name: str = "choices" _value_class: Type[ChoicesValue] = ChoicesValue + def to_json_schema(self): + """ + Converts the current ChoicesTag instance into a JSON Schema. + + Returns: + dict: A dictionary representing the JSON Schema compatible with OpenAPI 3. + """ + return { + "type": "string", + "enum": self.labels, + "description": f"Choices for {self.to_name[0]}" + } + class LabelsValue(SpanSelection): labels: List[str] @@ -514,6 +518,41 @@ class LabelsTag(ControlTag): _label_attr_name: str = "labels" _value_class: Type[LabelsValue] = LabelsValue + def to_json_schema(self): + """ + Converts the current LabelsTag instance into a JSON Schema. + + Returns: + dict: A dictionary representing the JSON Schema compatible with OpenAPI 3. + """ + return { + "type": "array", + "items": { + "type": "object", + "required": ["start", "end", "labels"], + "properties": { + "start": { + "type": "integer", + "minimum": 0 + }, + "end": { + "type": "integer", + "minimum": 0 + }, + "labels": { + "type": "array", + "items": { + "type": "string", + "enum": self.labels + } + }, + "text": { + "type": "string" + } + } + }, + "description": f"Labels and span indices for {self.to_name[0]}" + } ## Image tags @@ -702,6 +741,25 @@ class NumberTag(ControlTag): """ """ tag: str = "Number" _value_class: Type[NumberValue] = NumberValue + + def to_json_schema(self): + """ + Converts the current NumberTag instance into a JSON Schema. + + Returns: + dict: A dictionary representing the JSON Schema compatible with OpenAPI 3. + """ + schema = { + "type": "number", + "description": f"Number for {self.to_name[0]}" + } + + if 'min' in self.attr: + schema["minimum"] = float(self.attr['min']) + if 'max' in self.attr: + schema["maximum"] = float(self.attr['max']) + + return schema class DateTimeValue(BaseModel): @@ -713,6 +771,19 @@ class DateTimeTag(ControlTag): tag: str = "DateTime" _value_class: Type[DateTimeValue] = DateTimeValue + def to_json_schema(self): + """ + Converts the current DateTimeTag instance into a JSON Schema. + + Returns: + dict: A dictionary representing the JSON Schema compatible with OpenAPI 3. + """ + return { + "type": "string", + "format": "date-time", + "description": f"Date and time for {self.to_name[0]}" + } + class HyperTextLabelsValue(SpanSelectionOffsets): htmllabels: List[str] @@ -739,6 +810,19 @@ def label(self, side): value = PairwiseValue(selected=side) return Region(from_tag=self, to_tag=self, value=value) + def to_json_schema(self): + """ + Converts the current PairwiseTag instance into a JSON Schema. + + Returns: + dict: A dictionary representing the JSON Schema compatible with OpenAPI 3. + """ + return { + "type": "string", + "enum": ["left", "right"], + "description": f"Pairwise selection between {self.to_name[0]} (left) and {self.to_name[1]} (right)" + } + class ParagraphLabelsValue(SpanSelectionOffsets): paragraphlabels: List[str] @@ -778,6 +862,21 @@ class RatingTag(ControlTag): tag: str = "Rating" _value_class: Type[RatingValue] = RatingValue + def to_json_schema(self): + """ + Converts the current RatingTag instance into a JSON Schema. + + Returns: + dict: A dictionary representing the JSON Schema compatible with OpenAPI 3. + """ + max_rating = int(self.attr.get('maxRating', 5)) # Default to 5 if not specified + return { + "type": "integer", + "minimum": 0, + "maximum": max_rating, + "description": f"Rating for {self.to_name[0]} (0 to {max_rating})" + } + class RelationsTag(ControlTag): """ """ @@ -803,6 +902,26 @@ class TaxonomyTag(ControlTag): tag: str = "Taxonomy" _value_class: Type[TaxonomyValue] = TaxonomyValue + def to_json_schema(self): + """ + Converts the current TaxonomyTag instance into a JSON Schema. + + Returns: + dict: A dictionary representing the JSON Schema compatible with OpenAPI 3. + """ + return { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string", + # TODO: enforce the order of the enums according to the taxonomy tree + "enum": self.labels + } + }, + "description": f"Taxonomy for {self.to_name[0]}. Each item is a path from root to selected node." + } + class TextAreaValue(BaseModel): text: List[str] @@ -813,6 +932,19 @@ class TextAreaTag(ControlTag): tag: str = "TextArea" _value_class: Type[TextAreaValue] = TextAreaValue + def to_json_schema(self): + """ + Converts the current TextAreaTag instance into a JSON Schema. + + Returns: + dict: A dictionary representing the JSON Schema compatible with OpenAPI 3. + """ + return { + "type": "string", + "description": f"Text for {self.to_name[0]}" + } + + class TimeSeriesValue(SpanSelection): instant: bool diff --git a/src/label_studio_sdk/label_interface/interface.py b/src/label_studio_sdk/label_interface/interface.py index 5e8a12f00..571747e2f 100644 --- a/src/label_studio_sdk/label_interface/interface.py +++ b/src/label_studio_sdk/label_interface/interface.py @@ -531,7 +531,6 @@ def load_task(self, task): tree.task_loaded = True for obj in tree.objects: - print(obj.value_is_variable, obj.value_name) if obj.value_is_variable and obj.value_name in task: obj.value = task.get(obj.value_name) @@ -544,13 +543,12 @@ def to_json_schema(self): Returns: dict: A dictionary representing the JSON Schema. """ - controls, objects, labels, _ = self.parse(self._config) return { "type": "object", "properties": { - name: control.to_json_schema() for name, control in controls.items() + name: control.to_json_schema() for name, control in self._controls.items() }, - "required": list(controls.keys()) + "required": list(self._controls.keys()) } def parse(self, config_string: str) -> Tuple[Dict, Dict, Dict, etree._Element]: diff --git a/tests/custom/test_interface/test_json_schema.py b/tests/custom/test_interface/test_json_schema.py index 75476305d..89c27c2a7 100644 --- a/tests/custom/test_interface/test_json_schema.py +++ b/tests/custom/test_interface/test_json_schema.py @@ -1,39 +1,206 @@ import pytest +from datetime import datetime, timezone from label_studio_sdk.label_interface.interface import LabelInterface from label_studio_sdk.label_interface.control_tags import ControlTag from label_studio_sdk._extensions.label_studio_tools.core.utils.json_schema import json_schema_to_pydantic -def test_to_json_schema(): - # Sample XML configuration string - config = """ - - - - - - - - - """ - expected_json_schema = { - "type": "object", - "properties": { - "sentiment": { - "type": "string", - "description": "sentiment", - } + +@pytest.mark.parametrize("config, expected_json_schema, input_arg, expected_result", [ + # simple choices + ( + """ + + + + + + + + + """, + { + "type": "object", + "properties": { + "sentiment": { + "type": "string", + "description": "Choices for doc", + "enum": ["Positive", "Negative", "Neutral"], + } + }, + "required": ["sentiment"] + }, + {"sentiment": "Positive"}, + {"sentiment": "Positive"} + ), + # ner + ( + """ + + + + + + + + """, + { + "type": "object", + "properties": { + "entities": { + "type": "array", + "description": "Labels and span indices for txt", + "items": { + "type": "object", + "required": ["start", "end", "labels"], + "properties": { + "start": { + "type": "integer", + "minimum": 0 + }, + "end": { + "type": "integer", + "minimum": 0 + }, + "labels": { + "type": "array", + "items": { + "type": "string", + "enum": ["PERSON", "ORG", "LOC"] + } + }, + "text": { + "type": "string" + } + } + } + } + }, + "required": ["entities"] + }, + {"entities": [{"start": 0, "end": 1, "labels": ["PERSON"], "text": "John"}]}, + {"entities": [{"start": 0, "end": 1, "labels": ["PERSON"], "text": "John"}]} + ), + # classification with textarea + ( + """ + + + +
+