Feat(vscode): Add the Table Diff View in the extension

Author: themisvaltinos

sqlmesh/lsp/api.py

@@ -13,7 +13,7 @@
     CustomMethodRequestBaseClass,
     CustomMethodResponseBaseClass,
 )
-from web.server.models import LineageColumn, Model
+from web.server.models import LineageColumn, Model, TableDiff
 
 API_FEATURE = "sqlmesh/api"
 
@@ -25,7 +25,7 @@ class ApiRequest(CustomMethodRequestBaseClass):
     """
 
     requestId: str
-    url: str
+    endpoint: str
     method: t.Optional[str] = "GET"
     params: t.Optional[t.Dict[str, t.Any]] = None
     body: t.Optional[t.Dict[str, t.Any]] = None
@@ -74,3 +74,11 @@ class ApiResponseGetColumnLineage(BaseAPIResponse):
     """
 
     data: t.Dict[str, t.Dict[str, LineageColumn]]
+
+
+class ApiResponseGetTableDiff(BaseAPIResponse):
+    """
+    Response from the SQLMesh API for the get_table_diff endpoint.
+    """
+
+    data: t.Optional[TableDiff]

sqlmesh/lsp/custom.py

@@ -149,11 +149,18 @@ class FormatProjectResponse(CustomMethodResponseBaseClass):
 
 LIST_WORKSPACE_TESTS_FEATURE = "sqlmesh/list_workspace_tests"
 
-
 class ListWorkspaceTestsRequest(CustomMethodRequestBaseClass):
     """
     Request to list all tests in the current project.
     """
+    pass
+
+GET_ENVIRONMENTS_FEATURE = "sqlmesh/get_environments"
+
+class GetEnvironmentsRequest(CustomMethodRequestBaseClass):
+    """
+    Request to get all environments in the current project.
+    """
 
     pass
 
@@ -194,3 +201,52 @@ class RunTestRequest(CustomMethodRequestBaseClass):
 class RunTestResponse(CustomMethodResponseBaseClass):
     success: bool
     error_message: t.Optional[str] = None
+
+class EnvironmentInfo(PydanticModel):
+    """
+    Information about an environment.
+    """
+
+    name: str
+    snapshots: t.List[str]
+    start_at: str
+    plan_id: str
+
+
+class GetEnvironmentsResponse(CustomMethodResponseBaseClass):
+    """
+    Response containing all environments in the current project.
+    """
+
+    environments: t.Dict[str, EnvironmentInfo]
+    pinned_environments: t.Set[str]
+    default_target_environment: str
+
+
+GET_MODELS_FEATURE = "sqlmesh/get_models"
+
+
+class GetModelsRequest(CustomMethodRequestBaseClass):
+    """
+    Request to get all models available for table diff.
+    """
+
+    pass
+
+
+class ModelInfo(PydanticModel):
+    """
+    Information about a model for table diff.
+    """
+
+    name: str
+    fqn: str
+    description: t.Optional[str] = None
+
+
+class GetModelsResponse(CustomMethodResponseBaseClass):
+    """
+    Response containing all models available for table diff.
+    """
+
+    models: t.List[ModelInfo]

sqlmesh/lsp/main.py

@@ -14,14 +14,17 @@
     WorkspaceInlayHintRefreshRequest,
 )
 from pygls.server import LanguageServer
+from sqlglot import exp
 from sqlmesh._version import __version__
 from sqlmesh.core.context import Context
+from sqlmesh.utils.date import to_timestamp
 from sqlmesh.lsp.api import (
     API_FEATURE,
     ApiRequest,
     ApiResponseGetColumnLineage,
     ApiResponseGetLineage,
     ApiResponseGetModels,
+    ApiResponseGetTableDiff,
 )
 
 from sqlmesh.lsp.commands import EXTERNAL_MODEL_UPDATE_COLUMNS
@@ -36,6 +39,8 @@
     RENDER_MODEL_FEATURE,
     SUPPORTED_METHODS_FEATURE,
     FORMAT_PROJECT_FEATURE,
+    GET_ENVIRONMENTS_FEATURE,
+    GET_MODELS_FEATURE,
     AllModelsRequest,
     AllModelsResponse,
     AllModelsForRenderRequest,
@@ -57,6 +62,12 @@
     RUN_TEST_FEATURE,
     RunTestRequest,
     RunTestResponse,
+    GetEnvironmentsRequest,
+    GetEnvironmentsResponse,
+    EnvironmentInfo,
+    GetModelsRequest,
+    GetModelsResponse,
+    ModelInfo,
 )
 from sqlmesh.lsp.errors import ContextFailedError, context_error_to_diagnostic
 from sqlmesh.lsp.helpers import to_lsp_range, to_sqlmesh_position
@@ -73,9 +84,12 @@
 from sqlmesh.utils.lineage import ExternalModelReference
 from web.server.api.endpoints.lineage import column_lineage, model_lineage
 from web.server.api.endpoints.models import get_models
+from web.server.api.endpoints.table_diff import _process_sample_data
 from typing import Union
 from dataclasses import dataclass, field
 
+from web.server.models import RowDiff, SchemaDiff, TableDiff
+
 
 @dataclass
 class NoContext:
@@ -141,6 +155,8 @@ def __init__(
             LIST_WORKSPACE_TESTS_FEATURE: self._list_workspace_tests,
             LIST_DOCUMENT_TESTS_FEATURE: self._list_document_tests,
             RUN_TEST_FEATURE: self._run_test,
+            GET_ENVIRONMENTS_FEATURE: self._custom_get_environments,
+            GET_MODELS_FEATURE: self._custom_get_models,
         }
 
         # Register LSP features (e.g., formatting, hover, etc.)
@@ -233,13 +249,71 @@ def _custom_format_project(
             ls.log_trace(f"Error formatting project: {e}")
             return FormatProjectResponse()
 
+    def _custom_get_environments(
+        self, ls: LanguageServer, params: GetEnvironmentsRequest
+    ) -> GetEnvironmentsResponse:
+        """Get all environments in the current project."""
+        try:
+            context = self._context_get_or_load()
+            environments = {}
+
+            # Get environments from state
+            for env in context.context.state_reader.get_environments():
+                environments[env.name] = EnvironmentInfo(
+                    name=env.name,
+                    snapshots=[s.fingerprint.to_identifier() for s in env.snapshots],
+                    start_at=str(to_timestamp(env.start_at)),
+                    plan_id=env.plan_id or "",
+                )
+
+            return GetEnvironmentsResponse(
+                environments=environments,
+                pinned_environments=context.context.config.pinned_environments,
+                default_target_environment=context.context.config.default_target_environment,
+            )
+        except Exception as e:
+            ls.log_trace(f"Error getting environments: {e}")
+            return GetEnvironmentsResponse(
+                response_error=str(e),
+                environments={},
+                pinned_environments=set(),
+                default_target_environment="",
+            )
+
+    def _custom_get_models(self, ls: LanguageServer, params: GetModelsRequest) -> GetModelsResponse:
+        """Get all models available for table diff."""
+        try:
+            context = self._context_get_or_load()
+            models = [
+                ModelInfo(
+                    name=model.name,
+                    fqn=model.fqn,
+                    description=model.description,
+                )
+                for model in context.context.models.values()
+                # Filter for models that are suitable for table diff
+                if model._path is not None  # Has a file path
+            ]
+            return GetModelsResponse(models=models)
+        except Exception as e:
+            ls.log_trace(f"Error getting table diff models: {e}")
+            return GetModelsResponse(
+                response_error=str(e),
+                models=[],
+            )
+
     def _custom_api(
         self, ls: LanguageServer, request: ApiRequest
-    ) -> t.Union[ApiResponseGetModels, ApiResponseGetColumnLineage, ApiResponseGetLineage]:
+    ) -> t.Union[
+        ApiResponseGetModels,
+        ApiResponseGetColumnLineage,
+        ApiResponseGetLineage,
+        ApiResponseGetTableDiff,
+    ]:
         ls.log_trace(f"API request: {request}")
         context = self._context_get_or_load()
 
-        parsed_url = urllib.parse.urlparse(request.url)
+        parsed_url = urllib.parse.urlparse(request.endpoint)
         path_parts = parsed_url.path.strip("/").split("/")
 
         if request.method == "GET":
@@ -267,7 +341,76 @@ def _custom_api(
                     )
                     return ApiResponseGetColumnLineage(data=column_lineage_response)
 
-        raise NotImplementedError(f"API request not implemented: {request.url}")
+            if path_parts[:2] == ["api", "table_diff"]:
+                import numpy as np
+
+                # /api/table_diff
+                params = request.params
+                table_diff_result: t.Optional[TableDiff] = None
+                if params := request.params:
+                    source = getattr(params, "source", "") if params else ""
+                    target = getattr(params, "target", "") if params else ""
+                    on = getattr(params, "on", None) if params else None
+                    model_or_snapshot = (
+                        getattr(params, "model_or_snapshot", None) if params else None
+                    )
+                    where = getattr(params, "where", None) if params else None
+                    temp_schema = getattr(params, "temp_schema", None) if params else None
+                    limit = getattr(params, "limit", 20) if params else 20
+
+                    table_diffs = context.context.table_diff(
+                        source=source,
+                        target=target,
+                        on=exp.condition(on) if on else None,
+                        select_models={model_or_snapshot} if model_or_snapshot else None,
+                        where=where,
+                        limit=limit,
+                        show=False,
+                    )
+
+                    if table_diffs:
+                        diff = table_diffs[0] if isinstance(table_diffs, list) else table_diffs
+
+                        _schema_diff = diff.schema_diff()
+                        _row_diff = diff.row_diff(temp_schema=temp_schema)
+                        schema_diff = SchemaDiff(
+                            source=_schema_diff.source,
+                            target=_schema_diff.target,
+                            source_schema=_schema_diff.source_schema,
+                            target_schema=_schema_diff.target_schema,
+                            added=_schema_diff.added,
+                            removed=_schema_diff.removed,
+                            modified=_schema_diff.modified,
+                        )
+
+                        # create a readable column-centric sample data structure
+                        processed_sample_data = _process_sample_data(_row_diff, source, target)
+
+                        row_diff = RowDiff(
+                            source=_row_diff.source,
+                            target=_row_diff.target,
+                            stats=_row_diff.stats,
+                            sample=_row_diff.sample.replace({np.nan: None}).to_dict(),
+                            joined_sample=_row_diff.joined_sample.replace({np.nan: None}).to_dict(),
+                            s_sample=_row_diff.s_sample.replace({np.nan: None}).to_dict(),
+                            t_sample=_row_diff.t_sample.replace({np.nan: None}).to_dict(),
+                            column_stats=_row_diff.column_stats.replace({np.nan: None}).to_dict(),
+                            source_count=_row_diff.source_count,
+                            target_count=_row_diff.target_count,
+                            count_pct_change=_row_diff.count_pct_change,
+                            decimals=getattr(_row_diff, "decimals", 3),
+                            processed_sample_data=processed_sample_data,
+                        )
+
+                        s_index, t_index, _ = diff.key_columns
+                        table_diff_result = TableDiff(
+                            schema_diff=schema_diff,
+                            row_diff=row_diff,
+                            on=[(s.name, t.name) for s, t in zip(s_index, t_index)],
+                        )
+                return ApiResponseGetTableDiff(data=table_diff_result)
+
+        raise NotImplementedError(f"API request not implemented: {request.endpoint}")
 
     def _custom_supported_methods(
         self, ls: LanguageServer, params: SupportedMethodsRequest

vscode/bus/src/callbacks.ts

@@ -51,13 +51,56 @@ export type RPCMethods = {
   }
   api_query: {
     params: {
-      url: string
+      endpoint: string
       method: string
       params: any
       body: any
     }
     result: any
   }
+  get_selected_model: {
+    params: {}
+    result: {
+      selectedModel?: any
+    }
+  }
+  get_all_models: {
+    params: {}
+    result: {
+      ok: boolean
+      models?: any[]
+      error?: string
+    }
+  }
+  set_selected_model: {
+    params: {
+      model: any
+    }
+    result: {
+      ok: boolean
+      selectedModel?: any
+    }
+  }
+  get_environments: {
+    params: {}
+    result: {
+      ok: boolean
+      environments?: Record<string, any>
+      error?: string
+    }
+  }
+  run_table_diff: {
+    params: {
+      sourceModel: string
+      sourceEnvironment: string
+      targetEnvironment: string
+    }
+    result: {
+      ok: boolean
+      data?: any
+      error?: string
+    }
+  }
 } & RPCMethodsShape
 
 export type RPCRequest = {