-Digital Twin Builder for Databricks diff --git a/changelogs/v0.5.2/benoitcayladbx_2026-06-22.log b/changelogs/v0.5.2/benoitcayladbx_2026-06-22.log new file mode 100644 index 00000000..95ef4214 --- /dev/null +++ b/changelogs/v0.5.2/benoitcayladbx_2026-06-22.log @@ -0,0 +1,24 @@ +# MCP Server: retry on 502/503 (Databricks Apps cold-start) + +## Context +When the MCP server calls the main OntoBricks app during a Databricks Apps +cold-start or idle-sleep window, the platform proxy returns 502 before the +app is ready. Previously `_get` and `_post` raised immediately on any 4xx/5xx, +so a single cold-start would fail the entire MCP tool call. + +## Changes + +1. `src/mcp-server/server/app.py` — added `import asyncio` (top-level imports) +2. `src/mcp-server/server/app.py` — added module-level constants `_RETRY_STATUSES = {502, 503}` + and `_RETRY_DELAYS = (5, 10, 20)` (seconds between attempts) +3. `src/mcp-server/server/app.py` — `_get`: retry loop up to 3 times on 502/503, + sleeping 5 s → 10 s → 20 s; each retry logged at WARNING level; final attempt + still raises via `raise_for_status()` +4. `src/mcp-server/server/app.py` — `_post`: same retry logic as `_get` + +## Modified files +- `src/mcp-server/server/app.py` + +## Test results +2283 passed, 15 skipped (units only — e2e skipped, Python 3.9 union-type syntax +incompatibility in conftest.py unrelated to this change) diff --git a/pyproject.toml b/pyproject.toml index 262f5e19..2459ba5e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "ontobricks" -version = "0.5.1" +version = "0.5.2" description = "Ontology Management Tool for Databricks" requires-python = ">=3.10" dependencies = [ diff --git a/src/back/core/w3c/r2rml/R2RMLGenerator.py b/src/back/core/w3c/r2rml/R2RMLGenerator.py index ea0dc588..00393cfa 100644 --- a/src/back/core/w3c/r2rml/R2RMLGenerator.py +++ b/src/back/core/w3c/r2rml/R2RMLGenerator.py @@ -239,7 +239,7 @@ def _add_entity_mapping( g.add((triples_map, RDFS.comment, Literal(comment))) # Logical Table - using SQL query or table name - logical_table = BNode() + logical_table = BNode(f"lt_{map_name}") g.add((triples_map, self.rr.logicalTable, logical_table)) if sql_query: @@ -256,7 +256,7 @@ def _add_entity_mapping( ) # Subject Map - subject_map = BNode() + subject_map = BNode(f"sm_{map_name}") g.add((triples_map, self.rr.subjectMap, subject_map)) # Template for subject URI - ALWAYS use taxonomy base URI. @@ -286,11 +286,11 @@ def _add_entity_mapping( # Add label column mapping if specified if label_column: - pom = BNode() + pom = BNode(f"pom_{map_name}_label") g.add((triples_map, self.rr.predicateObjectMap, pom)) g.add((pom, self.rr.predicate, RDFS.label)) - obj_map = BNode() + obj_map = BNode(f"om_{map_name}_label") g.add((pom, self.rr.objectMap, obj_map)) g.add((obj_map, self.rr.column, Literal(label_column))) @@ -299,11 +299,11 @@ def _add_entity_mapping( # Add attribute mappings (DatatypeProperty mappings) if attribute_mappings: - for attr_name, column_name in attribute_mappings.items(): + for attr_name, column_name in sorted(attribute_mappings.items()): if not column_name: continue - pom = BNode() + pom = BNode(f"pom_{map_name}_{self._sanitize_name(attr_name)}") g.add((triples_map, self.rr.predicateObjectMap, pom)) # Prefer the ontology property URI when it matches the @@ -320,7 +320,7 @@ def _add_entity_mapping( ) g.add((pom, self.rr.predicate, attr_uri)) - obj_map = BNode() + obj_map = BNode(f"om_{map_name}_{self._sanitize_name(attr_name)}") g.add((pom, self.rr.objectMap, obj_map)) g.add((obj_map, self.rr.column, Literal(column_name))) g.add((obj_map, self.rr.datatype, XSD.string)) # Default to string @@ -445,7 +445,7 @@ def _add_relationship_mapping( ) # Logical Table - using SQL query if provided - logical_table = BNode() + logical_table = BNode(f"lt_{map_name}") g.add((triples_map, self.rr.logicalTable, logical_table)) if sql_query: @@ -468,7 +468,7 @@ def _add_relationship_mapping( ) # Subject Map - references the source entity - subject_map = BNode() + subject_map = BNode(f"sm_{map_name}") g.add((triples_map, self.rr.subjectMap, subject_map)) source_class_name = self._resolve_class_name( @@ -489,7 +489,7 @@ def _add_relationship_mapping( ) # Predicate Object Map - pom = BNode() + pom = BNode(f"pom_{map_name}") g.add((triples_map, self.rr.predicateObjectMap, pom)) # Predicate Map - the relationship property. @@ -511,7 +511,7 @@ def _add_relationship_mapping( g.add((pom, self.rr.predicate, URIRef(f"{self.base_uri}{property_uri}"))) # Object Map - reference to target entity - obj_map = BNode() + obj_map = BNode(f"om_{map_name}") g.add((pom, self.rr.objectMap, obj_map)) target_class_name = self._resolve_class_name( diff --git a/src/mcp-server/pyproject.toml b/src/mcp-server/pyproject.toml index a2f267ce..f87b62a0 100644 --- a/src/mcp-server/pyproject.toml +++ b/src/mcp-server/pyproject.toml @@ -21,3 +21,10 @@ build-backend = "hatchling.build" [tool.hatch.build.targets.wheel] packages = ["server"] + +[dependency-groups] +dev = [ + "anyio>=4.13.0", + "pytest>=9.1.0", + "pytest-asyncio>=1.4.0", +] diff --git a/src/mcp-server/server/app.py b/src/mcp-server/server/app.py index 9d56c845..2345c2ab 100644 --- a/src/mcp-server/server/app.py +++ b/src/mcp-server/server/app.py @@ -35,6 +35,7 @@ from __future__ import annotations +import asyncio import json import logging import os @@ -423,6 +424,10 @@ def _get_auth_headers(mode: str) -> dict: return {} +_RETRY_STATUSES = {502, 503} +_RETRY_DELAYS = (5, 10, 20) # seconds between attempts; total max ~35 s + + async def _get( client: httpx.AsyncClient, path: str, params: dict | None = None ) -> dict: @@ -433,17 +438,35 @@ async def _get( empty payloads in the Apps log stream. On non-2xx responses we log a body excerpt before re-raising so the caller (and the LLM) sees an actionable error instead of a bare ``HTTPStatusError``. + + Retries up to 3 times on 502/503 (Databricks Apps cold-start window) + with exponential back-off: 5 s → 10 s → 20 s. """ logger.info("GET %s%s params=%s", client.base_url, path, params or {}) - resp = await client.get(path, params=params, timeout=120) + resp: httpx.Response | None = None + for attempt, delay in enumerate((*_RETRY_DELAYS, None), start=1): + resp = await client.get(path, params=params, timeout=120) + if resp.status_code not in _RETRY_STATUSES: + break + body_excerpt = resp.text[:300].replace("\n", " ") if resp.text else "" + if delay is None: + logger.warning( + "GET %s%s → %s (attempt %d/%d, giving up) body=%r", + client.base_url, path, resp.status_code, + attempt, len(_RETRY_DELAYS) + 1, body_excerpt, + ) + else: + logger.warning( + "GET %s%s → %s (attempt %d/%d, retrying in %ds) body=%r", + client.base_url, path, resp.status_code, + attempt, len(_RETRY_DELAYS) + 1, delay, body_excerpt, + ) + await asyncio.sleep(delay) if resp.status_code >= 400: body_excerpt = resp.text[:500].replace("\n", " ") if resp.text else "" logger.warning( "GET %s%s → %s body=%r", - client.base_url, - path, - resp.status_code, - body_excerpt, + client.base_url, path, resp.status_code, body_excerpt, ) else: logger.info("GET %s%s → %s", client.base_url, path, resp.status_code) @@ -454,9 +477,31 @@ async def _get( async def _post( client: httpx.AsyncClient, path: str, json: dict | None = None ) -> dict: - """POST *path* on *client* with optional JSON body and return the JSON response.""" + """POST *path* on *client* with optional JSON body and return the JSON response. + + Retries up to 3 times on 502/503 (Databricks Apps cold-start window) + with exponential back-off: 5 s → 10 s → 20 s. + """ logger.info("POST %s%s", client.base_url, path) - resp = await client.post(path, json=json or {}, timeout=120) + resp: httpx.Response | None = None + for attempt, delay in enumerate((*_RETRY_DELAYS, None), start=1): + resp = await client.post(path, json=json or {}, timeout=120) + if resp.status_code not in _RETRY_STATUSES: + break + body_excerpt = resp.text[:300].replace("\n", " ") if resp.text else "" + if delay is None: + logger.warning( + "POST %s%s → %s (attempt %d/%d, giving up) body=%r", + client.base_url, path, resp.status_code, + attempt, len(_RETRY_DELAYS) + 1, body_excerpt, + ) + else: + logger.warning( + "POST %s%s → %s (attempt %d/%d, retrying in %ds) body=%r", + client.base_url, path, resp.status_code, + attempt, len(_RETRY_DELAYS) + 1, delay, body_excerpt, + ) + await asyncio.sleep(delay) if resp.status_code >= 400: body_excerpt = resp.text[:500].replace("\n", " ") if resp.text else "" logger.warning("POST %s%s → %s body=%r", client.base_url, path, resp.status_code, body_excerpt) diff --git a/src/mcp-server/uv.lock b/src/mcp-server/uv.lock new file mode 100644 index 00000000..c77cf23f --- /dev/null +++ b/src/mcp-server/uv.lock @@ -0,0 +1,2026 @@ +version = 1 +revision = 3 +requires-python = ">=3.10" +resolution-markers = [ + "python_full_version >= '3.11'", + "python_full_version < '3.11'", +] + +[[package]] +name = "aiofile" +version = "3.9.0" +source = { registry = 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"2026-05-18T20:08:57.045Z" }, +] diff --git a/tests/units/mapping/test_r2rml_generator.py b/tests/units/mapping/test_r2rml_generator.py index ed1c781e..c2dde8b9 100644 --- a/tests/units/mapping/test_r2rml_generator.py +++ b/tests/units/mapping/test_r2rml_generator.py @@ -249,3 +249,75 @@ def test_default_base_uri_when_example_org(self): ontology = {"base_uri": "http://example.org/"} r2rml = generate_r2rml_from_config(mapping, ontology) assert r2rml is not None + + +class TestDeterministicSerialization: + """R2RML output must be byte-for-byte identical across repeated calls.""" + + _MAPPING = { + "entities": [ + { + "ontology_class": "http://test.org/ontology/Customer", + "ontology_class_label": "Customer", + "sql_query": "SELECT id, name, email FROM customers", + "id_column": "id", + "label_column": "name", + "attribute_mappings": {"email": "email", "age": "age"}, + }, + { + "ontology_class": "http://test.org/ontology/Contract", + "ontology_class_label": "Contract", + "sql_query": "SELECT id, title FROM contracts", + "id_column": "id", + "attribute_mappings": {"title": "title"}, + }, + ], + "relationships": [ + { + "property": "http://test.org/ontology/hasContract", + "property_label": "hasContract", + "source_class": "http://test.org/ontology/Customer", + "source_class_label": "Customer", + "target_class": "http://test.org/ontology/Contract", + "target_class_label": "Contract", + "source_id_column": "customer_id", + "target_id_column": "contract_id", + "sql_query": "SELECT customer_id, contract_id FROM customer_contracts", + } + ], + } + + def test_repeated_calls_produce_identical_output(self): + gen = R2RMLGenerator("http://test.org/ontology/") + first = gen.generate_mapping(self._MAPPING) + second = gen.generate_mapping(self._MAPPING) + assert first == second + + def test_attribute_order_is_stable(self): + """Attributes in reverse-alphabetical input order must still sort consistently.""" + gen = R2RMLGenerator("http://test.org/ontology/") + mapping_z_first = { + "entities": [ + { + "ontology_class": "http://test.org/ontology/Item", + "ontology_class_label": "Item", + "sql_query": "SELECT * FROM items", + "id_column": "id", + "attribute_mappings": {"zzz": "col_z", "aaa": "col_a"}, + } + ], + "relationships": [], + } + mapping_a_first = { + "entities": [ + { + "ontology_class": "http://test.org/ontology/Item", + "ontology_class_label": "Item", + "sql_query": "SELECT * FROM items", + "id_column": "id", + "attribute_mappings": {"aaa": "col_a", "zzz": "col_z"}, + } + ], + "relationships": [], + } + assert gen.generate_mapping(mapping_z_first) == gen.generate_mapping(mapping_a_first)