diff --git a/modelcontextprotocol/server.py b/modelcontextprotocol/server.py index 634e78d..b330344 100644 --- a/modelcontextprotocol/server.py +++ b/modelcontextprotocol/server.py @@ -19,7 +19,10 @@ CertificateStatus, UpdatableAsset, TermOperations, + retrieve_atlan_tag_by_name, + create_atlan_tag, ) +from tools.assets import AtlanTagUpdate from pyatlan.model.lineage import LineageDirection from utils.parameters import ( parse_json_parameter, @@ -483,11 +486,12 @@ def update_assets_tool( Can be a single UpdatableAsset or a list of UpdatableAsset objects. For asset of type_name=AtlasGlossaryTerm or type_name=AtlasGlossaryCategory, each asset dictionary MUST include a "glossary_guid" key which is the GUID of the glossary that the term belongs to. attribute_name (str): Name of the attribute to update. - Supports "user_description", "certificate_status", "readme", and "term". + Supports "user_description", "certificate_status", "readme", "term", and "atlanTag". attribute_values (List[Union[str, Dict[str, Any]]]): List of values to set for the attribute. For certificateStatus, only "VERIFIED", "DRAFT", or "DEPRECATED" are allowed. For readme, the value must be a valid Markdown string. For term, the value must be a dict with "operation" and "term_guids" keys. + For atlanTag, the value must be a dict with "name" (required) and optionally "description" and "color" keys. Returns: Dict[str, Any]: Dictionary containing: @@ -605,6 +609,21 @@ def update_assets_tool( "term_guids": ["term-guid-to-remove"] }] ) + + # Update an Atlan tag description + result = update_assets_tool( + assets={ + "guid": "dummy-guid", + "name": "Dummy", + "type_name": "Dummy", + "qualified_name": "dummy" + }, + attribute_name="atlanTag", + attribute_values=[{ + "name": "sv_mcp", + "description": "test update asset" + }] + ) """ try: # Parse JSON parameters @@ -626,6 +645,18 @@ def update_assets_tool( "updated_count": 0, } parsed_attribute_values = term_operations + # Handle Atlan tag updates - convert dict to AtlanTagUpdate object + elif attr_enum == UpdatableAttribute.ATLAN_TAG: + tag_updates = [] + for value in parsed_attribute_values: + if isinstance(value, dict): + tag_updates.append(AtlanTagUpdate(**value)) + else: + return { + "error": "AtlanTag attribute values must be dictionaries with 'name' and optionally 'description' and 'color' keys", + "updated_count": 0, + } + parsed_attribute_values = tag_updates # For certificate status, convert values to enum elif attr_enum == UpdatableAttribute.CERTIFICATE_STATUS: parsed_attribute_values = [ @@ -693,7 +724,7 @@ def query_asset_tool( result = query_asset_tool( sql='SELECT * FROM PAGES LIMIT 10', connection_qualified_name="default/snowflake/1657275059", - default_schema="LANDING.FRONTEND_PROD" + default_schema="LANDING/FRONTEND_PROD" ) # Query without specifying default schema (fully qualified table names) @@ -716,7 +747,7 @@ def query_asset_tool( ORDER BY page_count DESC ''', connection_qualified_name="default/snowflake/1657275059", - default_schema="LANDING.FRONTEND_PROD" + default_schema="LANDING/FRONTEND_PROD" ) """ return query_asset(sql, connection_qualified_name, default_schema) @@ -909,6 +940,141 @@ def create_glossary_categories(categories) -> List[Dict[str, Any]]: @mcp.tool() +def retrieve_atlan_tag_by_name_tool( + display_name=None, + description_filter=None, +): + """ + Retrieve Atlan tag definitions by various criteria or list all existing tags. + + This tool queries the Atlan typedef API to retrieve tag definitions (classifications). + If `display_name` is provided, returns all tag definitions whose displayName exactly matches it. + If `description_filter` is provided, returns tags filtered by description status ("empty" or "not_empty"). + If both are omitted or null, returns all existing Atlan tags in the instance. + + Args: + display_name (str | None, optional): Exact display name to filter by (case-sensitive). + If provided, returns tags whose displayName exactly matches this value. + If None, no display name filter is applied. + description_filter (str | None, optional): Filter by description status. + - "empty": Returns only tags with empty or None descriptions. + - "not_empty": Returns only tags with non-empty descriptions. + - If None, no description filter is applied. + + Returns: + Dict[str, Any]: A dictionary containing: + - "tags" (List[Dict[str, Any]]): List of tag objects matching the criteria. + Each tag object contains: + - "display_name" (str): Human-readable tag name + - "internal_name" (str | None): Internal Atlan name (auto-generated) + - "guid" (str | None): Unique identifier for the tag + - "description" (str | None): Tag description if set + - "options" (dict): Tag options (may include color, icon, etc.) + - "count" (int): Number of tags found matching the criteria + - "error" (str | None): Error message if an error occurred, None otherwise + + Examples: + # Retrieve a specific tag by display name + result = retrieve_atlan_tag_by_name_tool(display_name="PII") + if result["error"] is None: + print(f"Found {result['count']} tag(s)") + + # Retrieve all tags with empty descriptions + result = retrieve_atlan_tag_by_name_tool(description_filter="empty") + + # Retrieve all tags with non-empty descriptions + result = retrieve_atlan_tag_by_name_tool(description_filter="not_empty") + + # Retrieve all tags (no filters) + result = retrieve_atlan_tag_by_name_tool() + print(f"Total tags in Atlan: {result['count']}") + """ + return retrieve_atlan_tag_by_name( + display_name=display_name, description_filter=description_filter + ) + + +@mcp.tool() +def create_atlan_tag_tool(name, description=None): + """ + Create a new Atlan tag definition. + + This tool creates a new tag (classification) in Atlan. Before creating, + it checks if a tag with the same display name already exists to prevent duplicates. + + Process: + 1. Validates that the tag name is provided and not empty. + 2. Checks if a tag with the same display name already exists. + 3. If it exists, returns information about the existing tag. + 4. If it doesn't exist, creates the tag with default color "GRAY". + 5. Returns the created tag definition with its GUID and internal name. + + Args: + name (str): Human-readable display name of the tag (required). + Must be a non-empty string. Whitespace-only strings are rejected. + description (str, optional): Description of the tag. + Can be any string or None. Empty strings are allowed. + + Returns: + Dict[str, Any]: Response dictionary with different structures based on outcome: + + If tag already exists: + { + "exists": True, + "created": False, + "tag": { + "display_name": str, + "internal_name": str, + "guid": str, + "description": str | None, + "options": dict + }, + "message": str # Informative message about existing tag + } + + If tag created successfully: + { + "exists": False, + "created": True, + "tag": { + "display_name": str, + "internal_name": str, + "guid": str, + "color": str, # Always "GRAY" unless updated via Atlan UI + "description": str | None, + "options": dict + }, + "message": str # Success message + } + + If error occurred: + { + "error": str # Error message describing what went wrong + } + + Examples: + # Create a tag with default color (GRAY) + result = create_atlan_tag_tool(name="PII") + if result.get("created"): + print(f"Created tag: {result['tag']['display_name']}") + print(f"GUID: {result['tag']['guid']}") + + # Create a tag with description only (uses default GRAY color) + result = create_atlan_tag_tool( + name="Production", + description="Tag for production environment assets" + ) + + # Attempt to create duplicate tag + result = create_atlan_tag_tool(name="PII") + if result.get("exists"): + print(f"Tag already exists: {result['tag']['guid']}") + + """ + # Always create with default color=GRAY (do not allow caller-specified color) + return create_atlan_tag(name=name, color="GRAY", description=description) + + def create_domains(domains) -> List[Dict[str, Any]]: """ Create Data Domains or Sub Domains in Atlan. diff --git a/modelcontextprotocol/tools/__init__.py b/modelcontextprotocol/tools/__init__.py index dada29f..1d9fda0 100644 --- a/modelcontextprotocol/tools/__init__.py +++ b/modelcontextprotocol/tools/__init__.py @@ -22,6 +22,7 @@ DQAssetType, DQRuleSpecification, ) +from .tags import retrieve_atlan_tag_by_name, create_atlan_tag __all__ = [ "search_assets", @@ -41,6 +42,8 @@ "Glossary", "GlossaryCategory", "GlossaryTerm", + "retrieve_atlan_tag_by_name", + "create_atlan_tag", "create_dq_rules", "DQRuleType", "DQAssetType", diff --git a/modelcontextprotocol/tools/assets.py b/modelcontextprotocol/tools/assets.py index b90f2c9..5a2142a 100644 --- a/modelcontextprotocol/tools/assets.py +++ b/modelcontextprotocol/tools/assets.py @@ -1,44 +1,216 @@ import logging -from typing import List, Union, Dict, Any +from typing import List, Union, Dict, Any, Optional +from enum import Enum +from pydantic import BaseModel # Or similar BaseModel in your context from client import get_atlan_client from .models import ( UpdatableAsset, - UpdatableAttribute, + UpdatableAttribute as ModelsUpdatableAttribute, CertificateStatus, TermOperation, TermOperations, ) from pyatlan.model.assets import Readme, AtlasGlossaryTerm, AtlasGlossaryCategory from pyatlan.model.fluent_search import CompoundQuery, FluentSearch +from .tags import retrieve_atlan_tag_by_name # Initialize logging logger = logging.getLogger(__name__) +# ---- Extend UpdatableAttribute enum for internal use ---- +# Note: This enum uses different values than models.py because asset attributes +# use camelCase (e.g., "userDescription") while the API uses snake_case (e.g., "user_description") +class UpdatableAttribute(str, Enum): + USER_DESCRIPTION = "userDescription" + CERTIFICATE_STATUS = "certificateStatus" + README = "readme" + TERM = "term" + ATLAN_TAG = "atlanTag" # New attribute for Atlan Tag definition updates + + @classmethod + def from_models_enum(cls, models_attr: ModelsUpdatableAttribute): + """Convert from models.py enum to assets.py enum.""" + mapping = { + ModelsUpdatableAttribute.USER_DESCRIPTION: cls.USER_DESCRIPTION, + ModelsUpdatableAttribute.CERTIFICATE_STATUS: cls.CERTIFICATE_STATUS, + ModelsUpdatableAttribute.README: cls.README, + ModelsUpdatableAttribute.TERM: cls.TERM, + ModelsUpdatableAttribute.ATLAN_TAG: cls.ATLAN_TAG, + } + return mapping.get(models_attr, models_attr) + + +# ---- New AtlanTagUpdate model ---- +class AtlanTagUpdate(BaseModel): + name: str + color: Optional[str] = None + description: Optional[str] = None + + +ALLOWED_TAG_COLORS = {"GRAY", "GREEN", "YELLOW", "RED"} +# AtlanTagColor and retrieve_atlan_tag_by_name assumed imported from context + + +def _perform_atlan_tag_update(client, update_data: AtlanTagUpdate) -> Dict[str, Any]: + """ + Helper to update an existing Atlan tag definition using AtlanTagUpdate object. + """ + name = update_data.name + color = update_data.color + description = update_data.description + + logger.info( + f"Updating Atlan tag: name={name}, color={color or 'not provided'}, description={bool(description)}" + ) + + # 1. Validate that name is provided + if not name or not name.strip(): + error_msg = "Tag name is required and cannot be empty." + logger.error(error_msg) + return {"error": error_msg} + # 2. Validate at least one property + if color is None and description is None: + error_msg = ( + "At least one property (color or description) must be provided for update." + ) + logger.error(error_msg) + return {"error": error_msg} + + # 3. Retrieve tag by display name + result = retrieve_atlan_tag_by_name(display_name=name) + if result.get("error"): + logger.error(f"Error retrieving tag for update: {result['error']}") + return {"error": f"Failed to retrieve tag: {result['error']}"} + if result.get("count", 0) < 1 or not result.get("tags"): + error_msg = ( + f"Tag with name '{name}' does not exist. Please check the display name." + ) + logger.error(error_msg) + return {"error": error_msg} + existing_tag = result["tags"][0] + + # Retrieve the full definition from the client + try: + from pyatlan.model.enums import AtlanTypeCategory + + # Get all tag definitions and find the one we need + response = client.typedef.get(type_category=AtlanTypeCategory.CLASSIFICATION) + all_tag_defs = getattr(response, "atlan_tag_defs", []) or [] + + tag_def = None + for tag in all_tag_defs: + if getattr(tag, "name", None) == existing_tag["internal_name"]: + tag_def = tag + break + + if not tag_def: + error_msg = f"Failed to retrieve tag definition for '{name}' (internal={existing_tag['internal_name']})" + logger.error(error_msg) + return {"error": error_msg} + except Exception as e: + error_msg = f"Error retrieving tag definition for update: {str(e)}" + logger.error(error_msg) + return {"error": error_msg} + + # 3a. Validate/convert color if given + atlan_color_enum = None + if color is not None: + color_upper = color.upper() + if color_upper not in ALLOWED_TAG_COLORS: + valid_colors = ", ".join(sorted(ALLOWED_TAG_COLORS)) + error_msg = f"Invalid color '{color}'. Only the following colors are allowed: {valid_colors}" + logger.error(error_msg) + return {"error": error_msg} + try: + from pyatlan.model.enums import AtlanTagColor + + atlan_color_enum = AtlanTagColor[color_upper] + tag_def.options = tag_def.options or {} + tag_def.options["color"] = atlan_color_enum.value + logger.info(f"Updating tag color: {atlan_color_enum.name}") + except KeyError: + valid_colors = ", ".join(sorted(ALLOWED_TAG_COLORS)) + error_msg = f"Invalid color '{color}'. Only the following colors are allowed: {valid_colors}" + logger.error(error_msg) + return {"error": error_msg} + # 4. Set description if provided + if description is not None: + tag_def.description = description + logger.info(f"Updating description: {bool(description)}") + + # 5. Update tag through Atlan typedef API + try: + response = client.typedef.update(tag_def) + atlan_tag_defs = getattr(response, "atlan_tag_defs", []) or [] + updated_def = atlan_tag_defs[0] if atlan_tag_defs else None + if not updated_def: + error_msg = "Tag update succeeded but no tag definition was returned." + logger.error(error_msg) + return {"error": error_msg} + logger.info( + f"Successfully updated Atlan tag '{name}' (internal={getattr(updated_def, 'name', None)}, guid={getattr(updated_def, 'guid', None)})" + ) + # Get updated color from options + updated_color = None + if hasattr(updated_def, "options") and updated_def.options: + color_value = updated_def.options.get("color", "") + from pyatlan.model.enums import AtlanTagColor + + for color_enum in AtlanTagColor: + if color_enum.value == color_value: + updated_color = color_enum.name + break + + return { + "updated": True, + "tag": { + "display_name": getattr(updated_def, "display_name", name), + "internal_name": getattr(updated_def, "name", None), + "guid": getattr(updated_def, "guid", None), + "color": updated_color + or ( + color.upper() + if color + else existing_tag.get("options", {}).get("color", "N/A") + ), + "description": getattr(updated_def, "description", description), + "options": getattr(updated_def, "options", {}) or {}, + }, + "message": f"Tag '{name}' has been successfully updated.", + } + except Exception as e: + logger.error(f"Error updating Atlan tag '{name}': {e}", exc_info=True) + return {"error": f"Failed to update tag: {str(e)}"} + + def update_assets( updatable_assets: Union[UpdatableAsset, List[UpdatableAsset]], - attribute_name: UpdatableAttribute, - attribute_values: List[Union[str, CertificateStatus, TermOperations]], + attribute_name: Union[UpdatableAttribute, ModelsUpdatableAttribute], + attribute_values: List[ + Union[str, CertificateStatus, TermOperations, AtlanTagUpdate] + ], ) -> Dict[str, Any]: """ - Update one or multiple assets with different values for attributes or term operations. + Update one or multiple assets with different values for attributes, term operations, or Atlan Tag definitions. Args: updatable_assets (Union[UpdatableAsset, List[UpdatableAsset]]): Asset(s) to update. Can be a single UpdatableAsset or a list of UpdatableAssets. For asset of type_name=AtlasGlossaryTerm or type_name=AtlasGlossaryCategory, each asset dictionary MUST include a "glossary_guid" key which is the GUID of the glossary that the term belongs to. attribute_name (UpdatableAttribute): Name of the attribute to update. - Supports userDescription, certificateStatus, readme, and term. - attribute_values (List[Union[str, CertificateStatus, TermOperations]]): List of values to set for the attribute. + Supports userDescription, certificateStatus, readme, term, and atlanTag. + attribute_values (List[Union[str, CertificateStatus, TermOperations, AtlanTagUpdate]]): List of values to set for the attribute. For certificateStatus, only VERIFIED, DRAFT, or DEPRECATED are allowed. For readme, the value must be a valid Markdown string. For term, the value must be a TermOperations object with operation and term_guids. + For atlanTag, the value must be an AtlanTagUpdate object. Returns: Dict[str, Any]: Dictionary containing: - - updated_count: Number of assets successfully updated + - updated_count: Number of assets or tags successfully updated - errors: List of any errors encountered - - operation: The operation that was performed (for term operations) + - operation: The operation that was performed (for term operations), if applicable """ try: # Convert single asset to list for consistent handling @@ -55,11 +227,24 @@ def update_assets( logger.error(error_msg) return {"updated_count": 0, "errors": [error_msg]} + # Normalize attribute_name - handle both enum types by comparing values + attr_value = ( + attribute_name.value + if hasattr(attribute_name, "value") + else str(attribute_name) + ) + # Initialize result tracking result = {"updated_count": 0, "errors": []} + # To track if any "asset" updates (not tags) have been performed + asset_updates_performed = False + # Validate certificate status values if applicable - if attribute_name == UpdatableAttribute.CERTIFICATE_STATUS: + if ( + attr_value == UpdatableAttribute.CERTIFICATE_STATUS.value + or attr_value == ModelsUpdatableAttribute.CERTIFICATE_STATUS.value + ): for value in attribute_values: if value not in CertificateStatus.__members__.values(): error_msg = f"Invalid certificate status: {value}" @@ -74,6 +259,33 @@ def update_assets( # readme_update_parent_assets: Assets that were updated with readme. readme_update_parent_assets = [] for index, updatable_asset in enumerate(updatable_assets): + # Handle AtlanTag update at the top + if ( + attr_value == UpdatableAttribute.ATLAN_TAG.value + or attr_value == ModelsUpdatableAttribute.ATLAN_TAG.value + ): + tag_update_value = attribute_values[index] + if not isinstance(tag_update_value, AtlanTagUpdate): + error_msg = f"AtlanTag update value must be an AtlanTagUpdate object for index {index}" + logger.error(error_msg) + result["errors"].append(error_msg) + continue + tag_update_result = _perform_atlan_tag_update(client, tag_update_value) + if tag_update_result.get("updated"): + result["updated_count"] += 1 + logger.info( + f"Successfully updated Atlan tag '{tag_update_value.name}'" + ) + else: + # Add error + msg = tag_update_result.get( + "error", f"Unknown error updating tag '{tag_update_value.name}'" + ) + logger.error(msg) + result["errors"].append(msg) + # Don't process asset object for this row + continue + type_name = updatable_asset.type_name qualified_name = updatable_asset.qualified_name asset_cls = getattr( @@ -97,9 +309,11 @@ def update_assets( ) # Special handling for README updates - if attribute_name == UpdatableAttribute.README: + if ( + attr_value == UpdatableAttribute.README.value + or attr_value == ModelsUpdatableAttribute.README.value + ): # Get the current readme content for the asset - # The below query is used to get the asset based on the qualified name and include the readme content. asset_readme_response = ( FluentSearch() .select() @@ -121,7 +335,11 @@ def update_assets( assets.append(updated_readme) # Add the parent/actual asset to the list of assets that were updated with readme. readme_update_parent_assets.append(asset) - elif attribute_name == UpdatableAttribute.TERM: + asset_updates_performed = True + elif ( + attr_value == UpdatableAttribute.TERM.value + or attr_value == ModelsUpdatableAttribute.TERM.value + ): # Special handling for term operations term_value = attribute_values[index] if not isinstance(term_value, TermOperations): @@ -163,6 +381,7 @@ def update_assets( logger.info( f"Successfully {term_operation.value}d terms on asset: {updatable_asset.qualified_name}" ) + asset_updates_performed = True except Exception as e: error_msg = f"Error updating terms on asset {updatable_asset.qualified_name}: {str(e)}" @@ -170,8 +389,19 @@ def update_assets( result["errors"].append(error_msg) else: # Regular attribute update flow - setattr(asset, attribute_name.value, attribute_values[index]) + # Use the local enum value for asset attributes (camelCase) + local_attr_name = ( + UpdatableAttribute(attr_value) + if attr_value in [e.value for e in UpdatableAttribute] + else None + ) + if local_attr_name: + setattr(asset, local_attr_name.value, attribute_values[index]) + else: + # Fallback: try to use the value directly + setattr(asset, attr_value, attribute_values[index]) assets.append(asset) + asset_updates_performed = True if len(readme_update_parent_assets) > 0: result["readme_updated"] = len(readme_update_parent_assets) @@ -185,11 +415,13 @@ def update_assets( f"Successfully updated {result['readme_updated']} readme assets: {result['updated_readme_assets']}" ) - # Proces response - if len(assets) > 0: + # Process response + if asset_updates_performed and len(assets) > 0: response = client.asset.save(assets) - result["updated_count"] = len(response.guid_assignments) - logger.info(f"Successfully updated {result['updated_count']} assets") + result["updated_count"] += len(response.guid_assignments) + logger.info(f"Successfully updated {len(response.guid_assignments)} assets") + elif not asset_updates_performed: + logger.info("Processed only Atlan tag updates; no asset.save() invoked.") return result diff --git a/modelcontextprotocol/tools/models.py b/modelcontextprotocol/tools/models.py index 8b295a4..401efd9 100644 --- a/modelcontextprotocol/tools/models.py +++ b/modelcontextprotocol/tools/models.py @@ -22,6 +22,7 @@ class UpdatableAttribute(str, Enum): CERTIFICATE_STATUS = "certificate_status" README = "readme" TERM = "term" + ATLAN_TAG = "atlanTag" class TermOperation(str, Enum): diff --git a/modelcontextprotocol/tools/tags.py b/modelcontextprotocol/tools/tags.py new file mode 100644 index 0000000..9d51168 --- /dev/null +++ b/modelcontextprotocol/tools/tags.py @@ -0,0 +1,292 @@ +""" +Atlan Tag Management Module. + +This module provides functions for managing Atlan tags (classifications) including: +- Retrieving tag definitions by various criteria +- Creating new tag definitions + +Tags in Atlan are used to classify and organize assets. Each tag can have: +- A display name (human-readable) +- An optional description +- An internal name and GUID (automatically generated by Atlan) + +All tag operations use the Atlan typedef API to manage tag definitions. + +Note: Tag color is now always fixed to 'GRAY' and not user-configurable. +""" + +import logging +from typing import Optional, Dict, Any, List + +from client import get_atlan_client +from pyatlan.model.enums import AtlanTagColor, AtlanTypeCategory +from pyatlan.model.typedef import AtlanTagDef + +logger = logging.getLogger(__name__) + + +def retrieve_atlan_tag_by_name( + display_name: Optional[str] = None, + description_filter: Optional[str] = None, +) -> Dict[str, Any]: + """ + Retrieve Atlan tag definitions by various criteria or list all existing tags. + + This function queries the Atlan typedef API to retrieve tag definitions (classifications). + Filters can be combined - if multiple filters are provided, tags must match all criteria. + + Args: + display_name (str, optional): Exact display name to filter by (case-sensitive). + If provided, returns tags whose displayName exactly matches this value. + If omitted, no display name filter is applied. + description_filter (str, optional): Filter by description status. + - "empty": Returns only tags with empty or None descriptions. + - "not_empty": Returns only tags with non-empty descriptions. + - If omitted, no description filter is applied. + Note: Invalid values are logged as warnings and ignored. + + Returns: + Dict[str, Any]: A dictionary containing: + - "tags" (List[Dict[str, Any]]): List of tag objects matching the criteria. + Each tag object contains: + - "display_name" (str): Human-readable tag name + - "internal_name" (str | None): Internal Atlan name (auto-generated) + - "guid" (str | None): Unique identifier for the tag + - "description" (str | None): Tag description if set + - "options" (dict): Tag options (color is always GRAY and not exposed) + - "count" (int): Number of tags found matching the criteria + - "error" (str | None): Error message if an error occurred, None otherwise + + Raises: + No exceptions are raised. Errors are returned in the "error" field of the response. + """ + + client = get_atlan_client() + + filter_parts = [] + if display_name: + filter_parts.append(f"displayName='{display_name}'") + if description_filter: + filter_parts.append(f"description_filter='{description_filter}'") + + if filter_parts: + logger.info(f"Retrieving Atlan tags with {', '.join(filter_parts)}") + else: + logger.info("Retrieving ALL existing Atlan tags (no filters provided).") + + try: + response = client.typedef.get(type_category=AtlanTypeCategory.CLASSIFICATION) + all_tag_defs: List[AtlanTagDef] = getattr(response, "atlan_tag_defs", []) or [] + + logger.debug(f"Retrieved {len(all_tag_defs)} tag definitions from typedefs.") + + # Apply filters + matches = all_tag_defs + + if display_name: + matches = [ + tag_def + for tag_def in matches + if getattr(tag_def, "display_name", None) == display_name + ] + + if description_filter: + if description_filter.lower() == "empty": + matches = [ + tag_def + for tag_def in matches + if not getattr(tag_def, "description", None) + or getattr(tag_def, "description", "").strip() == "" + ] + elif description_filter.lower() == "not_empty": + matches = [ + tag_def + for tag_def in matches + if getattr(tag_def, "description", None) + and getattr(tag_def, "description", "").strip() != "" + ] + else: + logger.warning( + f"Invalid description_filter value: '{description_filter}'. Valid values are 'empty' or 'not_empty'. Ignoring filter." + ) + + return { + "tags": [ + { + "display_name": getattr(t, "display_name", None), + "internal_name": getattr(t, "name", None), + "guid": getattr(t, "guid", None), + "description": getattr(t, "description", None), + "options": getattr(t, "options", {}) or {}, + # No "color" property included + } + for t in matches + ], + "count": len(matches), + "error": None, + } + + except Exception as e: + logger.error("Error retrieving Atlan tag definitions: %s", e, exc_info=True) + return {"tags": [], "count": 0, "error": str(e)} + + +def create_atlan_tag( + name: str, + description: Optional[str] = None, +) -> Dict[str, Any]: + """ + Create a new Atlan tag definition. + + This function creates a new tag (classification) in Atlan. Before creating, + it checks if a tag with the same display name already exists to prevent duplicates. + + Process: + 1. Validates that the tag name is provided and not empty + 2. Checks if a tag with the same display name already exists + 3. If it exists, returns information about the existing tag + 4. If it doesn't exist, creates the tag with color 'GRAY' and returns the tag definition + + Args: + name (str): Human-readable display name of the tag (required). + Must be a non-empty string. Whitespace-only strings are rejected. + description (str, optional): Description of the tag. + Can be any string or None. Empty strings are allowed. + + Returns: + Dict[str, Any]: Response dictionary with different structures based on outcome: + + If tag already exists: + { + "exists": True, + "created": False, + "tag": { + "display_name": str, + "internal_name": str, + "guid": str, + "description": str | None, + "options": dict + }, + "message": str # Informative message about existing tag + } + + If tag created successfully: + { + "exists": False, + "created": True, + "tag": { + "display_name": str, + "internal_name": str, # Auto-generated by Atlan + "guid": str, # Auto-generated by Atlan + "description": str | None, + "options": dict + }, + "message": str # Success message + } + + If error occurred: + { + "error": str # Error message describing what went wrong + } + + Raises: + No exceptions are raised. Errors are returned in the "error" field of the response. + """ + + logger.info( + f"Creating Atlan tag: name={name}, color=GRAY (hardcoded), " + f"description={bool(description)}" + ) + + # Validate that name is provided + if not name or not name.strip(): + error_msg = "Tag name is required and cannot be empty." + logger.error(error_msg) + return {"error": error_msg} + + client = get_atlan_client() + + # 1. Check if tag already exists by displayName + + result = retrieve_atlan_tag_by_name(display_name=name) + + if result["error"]: + # propagate retrieval error + logger.error(f"Error checking for existing tag: {result['error']}") + return {"error": f"Failed to check if tag exists: {result['error']}"} + + if result["count"] > 0: + # Tag already exists — inform the customer + existing = result["tags"][0] + + logger.info( + f"Tag '{name}' already exists (internal={existing['internal_name']}, " + f"guid={existing['guid']})" + ) + + return { + "exists": True, + "created": False, + "tag": existing, + "message": f"A tag with the name '{name}' already exists. Tag GUID: {existing.get('guid', 'N/A')}", + } + + # 2. Always use color GRAY (hardcoded, per new requirements) + atlan_color_enum = AtlanTagColor.GRAY + + # 3. Build minimal AtlanTagDef object (as per Atlan documentation) + + try: + tag_def = AtlanTagDef.create( + name=name, + color=atlan_color_enum, + ) + + if description: + tag_def.description = description + + logger.debug(f"Constructed AtlanTagDef for creation: {tag_def}") + + except Exception as e: + logger.error( + f"Failed to construct AtlanTagDef for name={name}: {e}", + exc_info=True, + ) + return {"error": f"Failed to create tag definition: {str(e)}"} + + # 4. Create tag through Atlan typedef API + + try: + response = client.typedef.create(tag_def) + # Access the created tag definition from the response object + atlan_tag_defs = getattr(response, "atlan_tag_defs", []) or [] + created_def = atlan_tag_defs[0] if atlan_tag_defs else None + + if not created_def: + error_msg = "Tag creation succeeded but no tag definition was returned." + logger.error(error_msg) + return {"error": error_msg} + + logger.info( + f"Successfully created Atlan tag '{name}' " + f"(internal={getattr(created_def, 'name', None)}, " + f"guid={getattr(created_def, 'guid', None)})" + ) + + return { + "exists": False, + "created": True, + "tag": { + "display_name": getattr(created_def, "display_name", name), + "internal_name": getattr(created_def, "name", None), + "guid": getattr(created_def, "guid", None), + # No dynamic color: color property is not included in tag output + "description": getattr(created_def, "description", description), + "options": getattr(created_def, 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