From f2c3a5b7c9b40fe5b6ba1a01e9ca6cfeb3653bec Mon Sep 17 00:00:00 2001
From: Theodore Chang <tlcfem@gmail.com>
Date: Sun, 16 Mar 2025 22:34:32 +0100
Subject: [PATCH 01/12] Refactor response handling to use model_dump for
 improved serialization

---
 nomad/graph/graph_reader.py | 30 ++++++++++++++++++------------
 1 file changed, 18 insertions(+), 12 deletions(-)

diff --git a/nomad/graph/graph_reader.py b/nomad/graph/graph_reader.py
index 84ee4b7f16..9d1900b3a4 100644
--- a/nomad/graph/graph_reader.py
+++ b/nomad/graph/graph_reader.py
@@ -424,7 +424,7 @@ def _convert_ref_to_path_string(ref: str, upload_id: str = None) -> str:
 
 
 def _to_response_config(config: RequestConfig, exclude: list = None, **kwargs):
-    response_config = config.dict(exclude_unset=True, exclude_none=True)
+    response_config = config.model_dump(exclude_unset=True, exclude_none=True)
 
     for item in ('include', 'exclude'):
         if isinstance(x := response_config.pop(item, None), frozenset):
@@ -989,7 +989,7 @@ class GeneralReader:
     @staticmethod
     async def _overwrite_upload(item: Upload):
         plain_dict = orjson.loads(
-            upload_to_pydantic(item, include_total_count=False).json()
+            upload_to_pydantic(item, include_total_count=False).model_dump_json()
         )
         plain_dict.pop('entries', None)
         cached_item = CachedUpload(item)
@@ -1026,7 +1026,7 @@ class GeneralReader:
 
     @staticmethod
     def _overwrite_entry(item: Entry):
-        plain_dict = orjson.loads(entry_to_pydantic(item).json())
+        plain_dict = orjson.loads(entry_to_pydantic(item).model_dump_json())
         plain_dict.pop('entry_metadata', None)
         if mainfile := plain_dict.pop('mainfile', None):
             plain_dict['mainfile_path'] = mainfile
@@ -1334,7 +1334,7 @@ class MongoReader(GeneralReader):
         if config.query:
             assert isinstance(config.query, Metadata)
 
-            search_query = config.query.dict(exclude_none=True)  # type: ignore
+            search_query = config.query.model_dump(exclude_none=True)  # type: ignore
 
             if config.query.owner:
                 search_params['owner'] = config.query.owner
@@ -1391,7 +1391,9 @@ class MongoReader(GeneralReader):
                     references |= Q(references__regex=item)
             mongo_query &= references
 
-        return config.query.dict(exclude_unset=True), self.entries.filter(mongo_query)
+        return config.query.model_dump(exclude_unset=True), self.entries.filter(
+            mongo_query
+        )
 
     async def _query_uploads(self, config: RequestConfig):
         if not config.query:
@@ -1424,7 +1426,9 @@ class MongoReader(GeneralReader):
         elif config.query.is_owned is False:
             mongo_query &= Q(main_author__ne=self.auth_user_id)
 
-        return config.query.dict(exclude_unset=True), self.uploads.filter(mongo_query)
+        return config.query.model_dump(exclude_unset=True), self.uploads.filter(
+            mongo_query
+        )
 
     async def _query_datasets(self, config: RequestConfig):
         if not config.query:
@@ -1448,7 +1452,9 @@ class MongoReader(GeneralReader):
                 dataset_name=re.compile(rf'^{config.query.prefix}.*$', re.IGNORECASE)
             )
 
-        return config.query.dict(exclude_unset=True), self.datasets.filter(mongo_query)
+        return config.query.model_dump(exclude_unset=True), self.datasets.filter(
+            mongo_query
+        )
 
     @staticmethod
     async def _query_groups(config: RequestConfig):
@@ -1457,7 +1463,7 @@ class MongoReader(GeneralReader):
             if isinstance(config.query, UserGroupQuery)
             else UserGroupQuery()
         )
-        return query.dict(exclude_unset=True), MongoUserGroup.get_by_query(query)
+        return query.model_dump(exclude_unset=True), MongoUserGroup.get_by_query(query)
 
     async def _normalise(
         self, mongo_result, config: RequestConfig, transformer: Callable
@@ -1473,7 +1479,7 @@ class MongoReader(GeneralReader):
         elif isinstance(config.pagination, Pagination):
             pagination_response = PaginationResponse(
                 total=mongo_result.count() if mongo_result else 0,
-                **config.pagination.dict(),
+                **config.pagination.model_dump(),
             )
 
         if transformer is None:
@@ -1732,7 +1738,7 @@ class MongoReader(GeneralReader):
                     filtered, child_config, transformer
                 )
                 if pagination is not None:
-                    pagination_dict = pagination.dict()
+                    pagination_dict = pagination.model_dump()
                     if pagination_dict.get('order_by', None) == 'mainfile':
                         pagination_dict['order_by'] = 'mainfile_path'
                     await _populate_result(
@@ -2403,7 +2409,7 @@ class FileSystemReader(GeneralReader):
         if config.pagination is not None:
             assert isinstance(config.pagination, RawDirPagination)
             start: int = config.pagination.get_simple_index()
-            pagination: dict = config.pagination.dict(exclude_none=True)
+            pagination: dict = config.pagination.model_dump(exclude_none=True)
         else:
             start = 0
             pagination = dict(page=1, page_size=10, order='asc')
@@ -3418,7 +3424,7 @@ class MetainfoBrowser(DefinitionReader):
         # we use the class member to cache the response
         # it will be written to the result tree later
         # we do not direct perform writing here to avoid turning all methods async
-        self._pagination_response = default_pagination.dict()
+        self._pagination_response = default_pagination.model_dump()
         self._pagination_response['total'] = total
 
         return all_keys
-- 
GitLab


From 92c36e707a7a4667e6010b2387a4b6ac399635b5 Mon Sep 17 00:00:00 2001
From: Theodore Chang <tlcfem@gmail.com>
Date: Sun, 16 Mar 2025 17:53:48 +0100
Subject: [PATCH 02/12] Refactor graph path navigation methods and add figure
 resolution support

---
 nomad/graph/graph_reader.py | 65 ++++++++++++++++++++++++++++---------
 1 file changed, 50 insertions(+), 15 deletions(-)

diff --git a/nomad/graph/graph_reader.py b/nomad/graph/graph_reader.py
index 9d1900b3a4..ac9fffb033 100644
--- a/nomad/graph/graph_reader.py
+++ b/nomad/graph/graph_reader.py
@@ -58,6 +58,7 @@ from nomad.archive import ArchiveDict, ArchiveList, to_json
 from nomad.archive.storage_v2 import ArchiveDict as ArchiveDictNew
 from nomad.archive.storage_v2 import ArchiveList as ArchiveListNew
 from nomad.datamodel import Dataset, EntryArchive, ServerContext, User
+from nomad.datamodel.metainfo.plot import PlotlyFigure
 from nomad.datamodel.util import parse_path
 from nomad.files import RawPathInfo, UploadFiles
 from nomad.graph.lazy_wrapper import (
@@ -259,7 +260,7 @@ class GraphNode:
             raise ArchiveError(f'Circular reference detected: {reference_url}.')
 
         try:
-            target = await self.__goto_path(self.archive_root, path_stack)
+            target = await _goto_path(self.archive_root, path_stack)
         except (KeyError, IndexError):
             raise ArchiveError(f'Archive {self.entry_id} does not contain {reference}.')
 
@@ -317,7 +318,7 @@ class GraphNode:
 
         try:
             # now go to the target path
-            other_target = await self.__goto_path(other_archive_root, path_stack)
+            other_target = await _goto_path(other_archive_root, path_stack)
         except (KeyError, IndexError):
             raise ArchiveError(f'Archive {other_entry_id} does not contain {path}.')
 
@@ -352,16 +353,14 @@ class GraphNode:
             result_root=self.ref_result_root,
         )
 
-    @staticmethod
-    async def __goto_path(target_root: ArchiveDict | dict, path_stack: list) -> Any:
-        """
-        Go to the specified path in the data.
-        """
-        for key in path_stack:
-            target_root = await goto_child(
-                target_root, int(key) if key.isdigit() else key
-            )
-        return target_root
+
+async def _goto_path(target_root: GenericDict, path_stack: list) -> Any:
+    """
+    Go to the specified path in the data.
+    """
+    for key in path_stack:
+        target_root = await goto_child(target_root, int(key) if key.isdigit() else key)
+    return target_root
 
 
 async def _if_exists(target_root: dict, path_stack: list) -> bool:
@@ -2716,9 +2715,9 @@ class ArchiveReader(ArchiveLikeReader):
 
             if isinstance(value, RequestConfig):
                 # this is a leaf, resolve it according to the config
-                await self._resolve(
-                    child(current_path=child_path, archive=child_archive), value
-                )
+                child_node = child(current_path=child_path, archive=child_archive)
+                await self._resolve_figure(child_node, node, value)
+                await self._resolve(child_node, value)
             elif isinstance(value, dict):
                 # this is a nested query, keep walking down the tree
                 async def __walk(__path, __archive):
@@ -2742,6 +2741,41 @@ class ArchiveReader(ArchiveLikeReader):
                 # should never reach here
                 raise ConfigError(f'Invalid required config: {value}.')
 
+    @staticmethod
+    async def _resolve_figure(
+        child: GraphNode, parent: GraphNode, config: RequestConfig
+    ):
+        """
+        Ensure a Figure object is properly resolved.
+        """
+        if not isinstance(child.definition, PlotlyFigure):
+            return
+
+        if config.directive is not DirectiveType.resolved:
+            return
+
+        async def _visit(_node):
+            if isinstance(_node, GenericDict):
+                for v in _node.values():
+                    await _visit(v)
+            elif isinstance(_node, GenericList):
+                for v in _node:
+                    await _visit(v)
+            elif isinstance(_node, str):
+                _node = [x for x in _node.lstrip('#').split('/') if x]
+                if _node and _if_exists(parent.archive, _node):
+                    await _populate_result(
+                        parent.result_root,
+                        parent.current_path + _node,
+                        await _goto_path(parent.archive, _node),
+                    )
+
+        if not isinstance(child.archive, GenericList):
+            return await _visit(child.archive)
+
+        for i in _normalise_index(config.index, len(child.archive)):
+            await _visit(child.archive[i])
+
     async def _resolve(
         self,
         node: GraphNode,
@@ -2858,6 +2892,7 @@ class ArchiveReader(ArchiveLikeReader):
                         node.result_root, child_node.current_path, child_node.archive
                     )
                 else:
+                    await self._resolve_figure(child_node, node, child_config)
                     await self._resolve(child_node, child_config)
 
     async def _check_definition(
-- 
GitLab


From 67776d6e34703ee4facb499566523dd9c3503bfc Mon Sep 17 00:00:00 2001
From: Theodore Chang <tlcfem@gmail.com>
Date: Tue, 18 Mar 2025 19:39:47 +0100
Subject: [PATCH 03/12] Refactor figure resolution check to use method
 comparison for improved accuracy

---
 nomad/graph/graph_reader.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nomad/graph/graph_reader.py b/nomad/graph/graph_reader.py
index ac9fffb033..0974b886ac 100644
--- a/nomad/graph/graph_reader.py
+++ b/nomad/graph/graph_reader.py
@@ -2748,7 +2748,7 @@ class ArchiveReader(ArchiveLikeReader):
         """
         Ensure a Figure object is properly resolved.
         """
-        if not isinstance(child.definition, PlotlyFigure):
+        if not child.definition.m_follows(PlotlyFigure.m_def):
             return
 
         if config.directive is not DirectiveType.resolved:
-- 
GitLab


From b2b9df2434f94713a71bb79e77b7d5cd14911297 Mon Sep 17 00:00:00 2001
From: Theodore Chang <tlcfem@gmail.com>
Date: Thu, 20 Mar 2025 14:57:50 +0100
Subject: [PATCH 04/12] Refactor graph traversal to handle data arrays in
 GenericList more effectively

---
 nomad/graph/graph_reader.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/nomad/graph/graph_reader.py b/nomad/graph/graph_reader.py
index 0974b886ac..05de1f9e23 100644
--- a/nomad/graph/graph_reader.py
+++ b/nomad/graph/graph_reader.py
@@ -2759,6 +2759,9 @@ class ArchiveReader(ArchiveLikeReader):
                 for v in _node.values():
                     await _visit(v)
             elif isinstance(_node, GenericList):
+                if len(_node) > 0 and isinstance(_node[0], int | float):
+                    # looks like a data array
+                    return
                 for v in _node:
                     await _visit(v)
             elif isinstance(_node, str):
-- 
GitLab


From 692240a1533b8e823504330d79873eaca5aec647 Mon Sep 17 00:00:00 2001
From: mohammad <mohammad.nakhaee.1@gmail.com>
Date: Mon, 24 Mar 2025 17:26:59 +0100
Subject: [PATCH 05/12] added drafts for test figure

---
 .../plotly/plotly_references.archive.json     | 7629 +++++++++++++++++
 tests/graph/test_graph_reader.py              |   79 +
 2 files changed, 7708 insertions(+)
 create mode 100644 tests/data/datamodel/metainfo/plotly/plotly_references.archive.json

diff --git a/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json b/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json
new file mode 100644
index 0000000000..f24dcd42e4
--- /dev/null
+++ b/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json
@@ -0,0 +1,7629 @@
+{
+  "processing_logs": [
+    {
+      "event": "Executing local process",
+      "proc": "Entry",
+      "process": "None",
+      "process_worker_id": "nL2iuGaYRVye8CSvPN9RMg",
+      "parser": "parsers/archive",
+      "logger": "nomad.processing",
+      "timestamp": "2025-03-19 18:42.21",
+      "level": "DEBUG"
+    },
+    {
+      "exec_time": "0.0010509490966796875",
+      "input_size": "78",
+      "event": "parser executed",
+      "proc": "Entry",
+      "process": "process_entry_local",
+      "process_worker_id": "nL2iuGaYRVye8CSvPN9RMg",
+      "parser": "parsers/archive",
+      "step": "parsers/archive",
+      "logger": "nomad.processing",
+      "timestamp": "2025-03-19 18:42.21",
+      "level": "INFO"
+    },
+    {
+      "normalizer": "MetainfoNormalizer",
+      "step": "MetainfoNormalizer",
+      "event": "normalizer completed successfully",
+      "proc": "Entry",
+      "process": "process_entry_local",
+      "process_worker_id": "nL2iuGaYRVye8CSvPN9RMg",
+      "parser": "parsers/archive",
+      "logger": "nomad.processing",
+      "timestamp": "2025-03-19 18:42.22",
+      "level": "INFO"
+    },
+    {
+      "exec_time": "0.32399463653564453",
+      "input_size": "78",
+      "event": "normalizer executed",
+      "proc": "Entry",
+      "process": "process_entry_local",
+      "process_worker_id": "nL2iuGaYRVye8CSvPN9RMg",
+      "parser": "parsers/archive",
+      "normalizer": "MetainfoNormalizer",
+      "step": "MetainfoNormalizer",
+      "logger": "nomad.processing",
+      "timestamp": "2025-03-19 18:42.22",
+      "level": "INFO"
+    },
+    {
+      "normalizer": "ResultsNormalizer",
+      "step": "ResultsNormalizer",
+      "event": "normalizer completed successfully",
+      "proc": "Entry",
+      "process": "process_entry_local",
+      "process_worker_id": "nL2iuGaYRVye8CSvPN9RMg",
+      "parser": "parsers/archive",
+      "logger": "nomad.processing",
+      "timestamp": "2025-03-19 18:42.22",
+      "level": "INFO"
+    },
+    {
+      "exec_time": "0.0004916191101074219",
+      "input_size": "78",
+      "event": "normalizer executed",
+      "proc": "Entry",
+      "process": "process_entry_local",
+      "process_worker_id": "nL2iuGaYRVye8CSvPN9RMg",
+      "parser": "parsers/archive",
+      "normalizer": "ResultsNormalizer",
+      "step": "ResultsNormalizer",
+      "logger": "nomad.processing",
+      "timestamp": "2025-03-19 18:42.22",
+      "level": "INFO"
+    },
+    {
+      "exec_time": "0.0041081905364990234",
+      "event": "entry metadata saved",
+      "proc": "Entry",
+      "process": "process_entry_local",
+      "process_worker_id": "nL2iuGaYRVye8CSvPN9RMg",
+      "parser": "parsers/archive",
+      "logger": "nomad.processing",
+      "timestamp": "2025-03-19 18:42.24",
+      "level": "INFO"
+    },
+    {
+      "exec_time": "0.01975393295288086",
+      "event": "entry metadata indexed",
+      "proc": "Entry",
+      "process": "process_entry_local",
+      "process_worker_id": "nL2iuGaYRVye8CSvPN9RMg",
+      "parser": "parsers/archive",
+      "logger": "nomad.processing",
+      "timestamp": "2025-03-19 18:42.24",
+      "level": "INFO"
+    }
+  ],
+  "data": {
+    "m_def": "nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
+    "x": [
+      0.0,
+      1.0,
+      2.0,
+      3.0,
+      4.0
+    ],
+    "y": [
+      -2.0,
+      -1.0,
+      0.0,
+      1.0,
+      2.0
+    ],
+    "z": [
+      -2.0,
+      -1.0,
+      0.0,
+      1.0,
+      2.0
+    ],
+    "heatmap": [
+      [
+        0.0,
+        1.0,
+        2.0,
+        3.0,
+        4.0
+      ],
+      [
+        1.0,
+        2.0,
+        3.0,
+        4.0,
+        5.0
+      ],
+      [
+        2.0,
+        3.0,
+        4.0,
+        5.0,
+        6.0
+      ],
+      [
+        3.0,
+        4.0,
+        5.0,
+        6.0,
+        7.0
+      ],
+      [
+        4.0,
+        5.0,
+        6.0,
+        7.0,
+        8.0
+      ]
+    ],
+    "colors": [
+      1.0,
+      2.0,
+      3.0,
+      4.0,
+      5.0
+    ],
+    "sizes": [
+      2.0,
+      5.0,
+      10.0,
+      20.0,
+      30.0
+    ],
+    "a": [
+      0.0,
+      0.0,
+      0.0
+    ],
+    "b": [
+      0.0,
+      1.0,
+      2.0
+    ],
+    "c": [
+      0.0,
+      0.0,
+      0.0
+    ],
+    "u": [
+      0.0,
+      0.0,
+      0.0
+    ],
+    "v": [
+      1.0,
+      1.0,
+      1.0
+    ],
+    "w": [
+      0.0,
+      0.0,
+      0.0
+    ],
+    "x3d": [
+      [
+        [
+          -1.0,
+          -1.0,
+          -1.0,
+          -1.0
+        ],
+        [
+          -1.0,
+          -1.0,
+          -1.0,
+          -1.0
+        ],
+        [
+          -1.0,
+          -1.0,
+          -1.0,
+          -1.0
+        ],
+        [
+          -1.0,
+          -1.0,
+          -1.0,
+          -1.0
+        ]
+      ],
+      [
+        [
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337
+        ],
+        [
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337
+        ],
+        [
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337
+        ],
+        [
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337
+        ]
+      ],
+      [
+        [
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326
+        ],
+        [
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326
+        ],
+        [
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326
+        ],
+        [
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326
+        ]
+      ],
+      [
+        [
+          1.0,
+          1.0,
+          1.0,
+          1.0
+        ],
+        [
+          1.0,
+          1.0,
+          1.0,
+          1.0
+        ],
+        [
+          1.0,
+          1.0,
+          1.0,
+          1.0
+        ],
+        [
+          1.0,
+          1.0,
+          1.0,
+          1.0
+        ]
+      ]
+    ],
+    "y3d": [
+      [
+        [
+          -1.0,
+          -1.0,
+          -1.0,
+          -1.0
+        ],
+        [
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337
+        ],
+        [
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326
+        ],
+        [
+          1.0,
+          1.0,
+          1.0,
+          1.0
+        ]
+      ],
+      [
+        [
+          -1.0,
+          -1.0,
+          -1.0,
+          -1.0
+        ],
+        [
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337
+        ],
+        [
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326
+        ],
+        [
+          1.0,
+          1.0,
+          1.0,
+          1.0
+        ]
+      ],
+      [
+        [
+          -1.0,
+          -1.0,
+          -1.0,
+          -1.0
+        ],
+        [
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337
+        ],
+        [
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326
+        ],
+        [
+          1.0,
+          1.0,
+          1.0,
+          1.0
+        ]
+      ],
+      [
+        [
+          -1.0,
+          -1.0,
+          -1.0,
+          -1.0
+        ],
+        [
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337,
+          -0.33333333333333337
+        ],
+        [
+          0.33333333333333326,
+          0.33333333333333326,
+          0.33333333333333326,
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+    "entry_create_time": "2025-03-19T17:42:21.685000+00:00",
+    "parser_name": "parsers/archive",
+    "mainfile": "a.archive.json",
+    "text_search_contents": [
+      "figure 3",
+      "figure 9",
+      "B Scores",
+      "figure 2",
+      "figure 7",
+      "figure 4",
+      "figure 1",
+      "figure 5",
+      "figure 6",
+      "A Scores"
+    ],
+    "files": [
+      "a.archive.json"
+    ],
+    "published": false,
+    "with_embargo": false,
+    "embargo_length": 0,
+    "license": "CC BY 4.0",
+    "processed": true,
+    "last_processing_time": "2025-03-19T17:42:21.783391+00:00",
+    "processing_errors": [],
+    "nomad_version": "1.3.16.dev121+g8289fdc4a",
+    "nomad_commit": "",
+    "nomad_distro_commit_url": "",
+    "references": [],
+    "main_author": "68878af7-6845-46c0-b2c1-250d4d8eb470",
+    "coauthors": [],
+    "coauthor_groups": [],
+    "entry_coauthors": [],
+    "reviewers": [],
+    "reviewer_groups": [],
+    "datasets": [],
+    "n_quantities": 80,
+    "quantities": [
+      "",
+      "data",
+      "data.a",
+      "data.b",
+      "data.c",
+      "data.cells",
+      "data.colors",
+      "data.figures",
+      "data.figures.figure",
+      "data.figures.label",
+      "data.header",
+      "data.heatmap",
+      "data.sizes",
+      "data.surf1",
+      "data.surf2",
+      "data.u",
+      "data.v",
+      "data.w",
+      "data.x",
+      "data.x3d",
+      "data.y",
+      "data.y3d",
+      "data.z",
+      "data.z3d",
+      "metadata",
+      "metadata.coauthor_groups",
+      "metadata.coauthors",
+      "metadata.datasets",
+      "metadata.embargo_length",
+      "metadata.entry_coauthors",
+      "metadata.entry_create_time",
+      "metadata.entry_hash",
+      "metadata.entry_id",
+      "metadata.entry_name",
+      "metadata.entry_timestamp",
+      "metadata.entry_timestamp.timestamp",
+      "metadata.entry_timestamp.token",
+      "metadata.entry_timestamp.token_seed",
+      "metadata.entry_timestamp.tsa_server",
+      "metadata.entry_type",
+      "metadata.files",
+      "metadata.last_processing_time",
+      "metadata.license",
+      "metadata.main_author",
+      "metadata.mainfile",
+      "metadata.nomad_commit",
+      "metadata.nomad_distro_commit_url",
+      "metadata.nomad_version",
+      "metadata.parser_name",
+      "metadata.processed",
+      "metadata.processing_errors",
+      "metadata.published",
+      "metadata.quantities",
+      "metadata.references",
+      "metadata.reviewer_groups",
+      "metadata.reviewers",
+      "metadata.section_defs",
+      "metadata.section_defs.definition_id",
+      "metadata.section_defs.definition_qualified_name",
+      "metadata.section_defs.used_directly",
+      "metadata.sections",
+      "metadata.upload_create_time",
+      "metadata.upload_id",
+      "metadata.with_embargo",
+      "results",
+      "results.properties"
+    ],
+    "sections": [
+      "nomad.datamodel.datamodel.EntryArchive",
+      "nomad.datamodel.datamodel.EntryMetadata",
+      "nomad.datamodel.datamodel.RFC3161Timestamp",
+      "nomad.datamodel.metainfo.plot.PlotlyFigure",
+      "nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
+      "nomad.datamodel.results.Properties",
+      "nomad.datamodel.results.Results"
+    ],
+    "entry_timestamp": {
+      "token_seed": "umwDnLW6dlqL6ecIO67Lp-bAfCl4",
+      "token": "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",
+      "tsa_server": "http://zeitstempel.dfn.de",
+      "timestamp": "2025-03-19T17:42:21+00:00"
+    },
+    "section_defs": [
+      {
+        "definition_qualified_name": "nomad.datamodel.data.ArchiveSection",
+        "definition_id": "7047cbff9980abff17cce4b1b6b0d1c783505b7f",
+        "used_directly": true
+      },
+      {
+        "definition_qualified_name": "nomad.datamodel.data.EntryData",
+        "definition_id": "538f52fd8d52b29372066f878319c6aeb03b74d2",
+        "used_directly": true
+      },
+      {
+        "definition_qualified_name": "nomad.datamodel.datamodel.EntryArchive",
+        "definition_id": "f16d4e3a5dfc26fad085b5f636c0b18da32fc688",
+        "used_directly": true
+      },
+      {
+        "definition_qualified_name": "nomad.datamodel.datamodel.EntryMetadata",
+        "definition_id": "64204c5d96eb1385b547f3cb9148aa6d6a7c6f2a",
+        "used_directly": true
+      },
+      {
+        "definition_qualified_name": "nomad.datamodel.datamodel.RFC3161Timestamp",
+        "definition_id": "1e3e9dd7b802b04343f46305a7d0f58663d8110a",
+        "used_directly": true
+      },
+      {
+        "definition_qualified_name": "nomad.datamodel.metainfo.plot.Figure",
+        "definition_id": "bf82c8c5105b42f9390e7100b6206f55ecd75128",
+        "used_directly": true
+      },
+      {
+        "definition_qualified_name": "nomad.datamodel.metainfo.plot.PlotSection",
+        "definition_id": "7675be926f858e446639457fee3846873e9c4f1c",
+        "used_directly": true
+      },
+      {
+        "definition_qualified_name": "nomad.datamodel.metainfo.plot.PlotlyFigure",
+        "definition_id": "c2b92af9ee552c12ea402015d72cc227c5a5005e",
+        "used_directly": true
+      },
+      {
+        "definition_qualified_name": "nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
+        "definition_id": "23c90a61eb30e91393791602d2fb4ba4b382bcbe",
+        "used_directly": true
+      },
+      {
+        "definition_qualified_name": "nomad.datamodel.results.Properties",
+        "definition_id": "9fcb2f8dea93e927ad23e6c6c43b732406796328",
+        "used_directly": true
+      },
+      {
+        "definition_qualified_name": "nomad.datamodel.results.Results",
+        "definition_id": "5ccde651cb447bc26cb8d44b37c08b78b725909e",
+        "used_directly": true
+      }
+    ],
+    "search_quantities": [
+      {
+        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
+        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
+        "path_archive": "data.figures.0.label",
+        "str_value": "figure 1"
+      },
+      {
+        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
+        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
+        "path_archive": "data.figures.1.label",
+        "str_value": "figure 2"
+      },
+      {
+        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
+        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
+        "path_archive": "data.figures.2.label",
+        "str_value": "figure 3"
+      },
+      {
+        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
+        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
+        "path_archive": "data.figures.3.label",
+        "str_value": "figure 4"
+      },
+      {
+        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
+        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
+        "path_archive": "data.figures.4.label",
+        "str_value": "figure 5"
+      },
+      {
+        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
+        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
+        "path_archive": "data.figures.5.label",
+        "str_value": "figure 6"
+      },
+      {
+        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
+        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
+        "path_archive": "data.figures.6.label",
+        "str_value": "figure 7"
+      },
+      {
+        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
+        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
+        "path_archive": "data.figures.7.label",
+        "str_value": "figure 9"
+      }
+    ]
+  },
+  "results": {
+    "properties": {}
+  },
+  "m_ref_archives": {}
+}
diff --git a/tests/graph/test_graph_reader.py b/tests/graph/test_graph_reader.py
index ad033aec9c..b7bb5cd8ba 100644
--- a/tests/graph/test_graph_reader.py
+++ b/tests/graph/test_graph_reader.py
@@ -36,6 +36,7 @@ from nomad.graph.lazy_wrapper import LazyWrapper
 from nomad.utils.exampledata import ExampleData
 from tests.normalizing.conftest import simulationworkflowschema
 from tests.utils import ListWithSortKey
+from tests.normalizing.conftest import run_processing
 
 
 def rprint(msg):
@@ -2725,6 +2726,51 @@ def test_general_reader(json_dict, example_data_with_reference, user1):
     )
 
 
+# noinspection DuplicatedCode,SpellCheckingInspection
+def test_figure(json_dict, example_data_with_figure, user1):
+    def __ge_print(msg, required, *, to_file: bool = False, result: dict = None):
+        with MongoReader(required, user=user1) as reader:
+            if result:
+                assert_dict(reader.sync_read(), result)
+            else:
+                rprint(f'\n\nExample: {next(counter)} -> {msg}:')
+                rprint(required)
+                if not to_file:
+                    rprint('output:')
+                    rprint(reader.sync_read())
+                else:
+                    with open('archive_reader_test.json', 'w') as f:
+                        f.write(json.dumps(reader.sync_read()))
+
+    __ge_print(
+        'general start from entry',
+        {
+            Token.ENTRIES: {
+                'm_request': {
+                    'directive': 'resolved',
+                },
+            }
+        },
+        result={
+            Token.ENTRIES: {
+                'id_plotly': {
+                    'process_running': False,
+                    'current_process': None,
+                    'process_status': 'SUCCESS',
+                    'last_status_message': None,
+                    'errors': [],
+                    'warnings': [],
+                    'complete_time': None,
+                    'entry_id': 'id_plotly',
+                    'mainfile_key': None,
+                    'upload_id': 'id_published_with_ref',
+                    'parser_name': 'parsers/vasp',
+                },
+            }
+        },
+    )
+
+
 # noinspection DuplicatedCode,SpellCheckingInspection
 def test_metainfo_reader(mongo_infra, user1):
     def __ge_print(msg, required, *, to_file: bool = False, result: dict = None):
@@ -3983,6 +4029,39 @@ def example_data_with_reference(
     data.delete()
 
 
+@pytest.fixture(scope='function')
+def example_data_with_figure(
+    elastic_function, raw_files_module, mongo_function, user1, json_dict
+):
+    """
+    Provides a couple of entries with references.
+
+    Only used in test_required_reader_with_remote_reference.
+    """
+    data = ExampleData(main_author=user1)
+
+    data.create_upload(
+        upload_id='id_published_with_ref', upload_name='name_published', published=False
+    )
+
+    directory = 'tests/data/datamodel/metainfo/plotly'
+    mainfile = 'plotly_references.archive.json'
+    plotly_archive = run_processing(directory, mainfile)
+    data.create_entry(
+        upload_id='id_published_with_ref',
+        entry_id=f'id_plotly',
+        entry_archive=EntryArchive.m_from_dict(plotly_archive),
+    )
+
+    for archive in data.archives.values():
+        archive.metadata.apply_archive_metadata(archive)
+
+    data.save(with_files=True, with_es=True, with_mongo=True)
+
+    yield data
+    data.delete()
+
+
 @pytest.fixture(scope='function')
 def json_dict():
     return {
-- 
GitLab


From 6ed21940fc213f8c50db41e6c70772a30c50d255 Mon Sep 17 00:00:00 2001
From: Theodore Chang <tlcfem@gmail.com>
Date: Mon, 24 Mar 2025 17:37:42 +0100
Subject: [PATCH 06/12] Refactor example data fixture for figure tests and add
 test for figure resolution

---
 tests/graph/test_graph_reader.py | 138 +++++++++++++------------------
 1 file changed, 58 insertions(+), 80 deletions(-)

diff --git a/tests/graph/test_graph_reader.py b/tests/graph/test_graph_reader.py
index b7bb5cd8ba..21f1b91de5 100644
--- a/tests/graph/test_graph_reader.py
+++ b/tests/graph/test_graph_reader.py
@@ -34,9 +34,8 @@ from nomad.graph.graph_reader import (
 )
 from nomad.graph.lazy_wrapper import LazyWrapper
 from nomad.utils.exampledata import ExampleData
-from tests.normalizing.conftest import simulationworkflowschema
+from tests.normalizing.conftest import run_processing, simulationworkflowschema
 from tests.utils import ListWithSortKey
-from tests.normalizing.conftest import run_processing
 
 
 def rprint(msg):
@@ -2726,51 +2725,6 @@ def test_general_reader(json_dict, example_data_with_reference, user1):
     )
 
 
-# noinspection DuplicatedCode,SpellCheckingInspection
-def test_figure(json_dict, example_data_with_figure, user1):
-    def __ge_print(msg, required, *, to_file: bool = False, result: dict = None):
-        with MongoReader(required, user=user1) as reader:
-            if result:
-                assert_dict(reader.sync_read(), result)
-            else:
-                rprint(f'\n\nExample: {next(counter)} -> {msg}:')
-                rprint(required)
-                if not to_file:
-                    rprint('output:')
-                    rprint(reader.sync_read())
-                else:
-                    with open('archive_reader_test.json', 'w') as f:
-                        f.write(json.dumps(reader.sync_read()))
-
-    __ge_print(
-        'general start from entry',
-        {
-            Token.ENTRIES: {
-                'm_request': {
-                    'directive': 'resolved',
-                },
-            }
-        },
-        result={
-            Token.ENTRIES: {
-                'id_plotly': {
-                    'process_running': False,
-                    'current_process': None,
-                    'process_status': 'SUCCESS',
-                    'last_status_message': None,
-                    'errors': [],
-                    'warnings': [],
-                    'complete_time': None,
-                    'entry_id': 'id_plotly',
-                    'mainfile_key': None,
-                    'upload_id': 'id_published_with_ref',
-                    'parser_name': 'parsers/vasp',
-                },
-            }
-        },
-    )
-
-
 # noinspection DuplicatedCode,SpellCheckingInspection
 def test_metainfo_reader(mongo_infra, user1):
     def __ge_print(msg, required, *, to_file: bool = False, result: dict = None):
@@ -4029,39 +3983,6 @@ def example_data_with_reference(
     data.delete()
 
 
-@pytest.fixture(scope='function')
-def example_data_with_figure(
-    elastic_function, raw_files_module, mongo_function, user1, json_dict
-):
-    """
-    Provides a couple of entries with references.
-
-    Only used in test_required_reader_with_remote_reference.
-    """
-    data = ExampleData(main_author=user1)
-
-    data.create_upload(
-        upload_id='id_published_with_ref', upload_name='name_published', published=False
-    )
-
-    directory = 'tests/data/datamodel/metainfo/plotly'
-    mainfile = 'plotly_references.archive.json'
-    plotly_archive = run_processing(directory, mainfile)
-    data.create_entry(
-        upload_id='id_published_with_ref',
-        entry_id=f'id_plotly',
-        entry_archive=EntryArchive.m_from_dict(plotly_archive),
-    )
-
-    for archive in data.archives.values():
-        archive.metadata.apply_archive_metadata(archive)
-
-    data.save(with_files=True, with_es=True, with_mongo=True)
-
-    yield data
-    data.delete()
-
-
 @pytest.fixture(scope='function')
 def json_dict():
     return {
@@ -4113,3 +4034,60 @@ def json_dict():
             'results': {'calculation_result_ref': '/run/0/calculation/1'},
         },
     }
+
+
+@pytest.fixture(scope='function')
+def example_data_with_figure(elastic_function, raw_files_module, mongo_function, user1):
+    data = ExampleData(main_author=user1)
+
+    data.create_upload(
+        upload_id='id_published_with_ref', upload_name='name_published', published=False
+    )
+
+    directory = 'tests/data/datamodel/metainfo/plotly'
+    mainfile = 'plotly_references.archive.json'
+    plotly_archive = run_processing(directory, mainfile)
+    data.create_entry(
+        upload_id='id_published_with_ref',
+        entry_id='id_plotly',
+        entry_archive=EntryArchive.m_from_dict(plotly_archive),
+    )
+
+    for archive in data.archives.values():
+        archive.metadata.apply_archive_metadata(archive)
+
+    data.save(with_files=True, with_es=True, with_mongo=True)
+
+    yield data
+    data.delete()
+
+
+def test_figure_resolution(user1, example_data_with_figure):
+    def __entry_print(msg, required, *, to_file: bool = False, result: dict = None):
+        with EntryReader(required, user=user1) as reader:
+            response = reader.sync_read('id_plotly')
+            if result:
+                assert_dict(response, result)
+            else:
+                rprint(f'\n\nExample: {next(counter)} -> {msg}:')
+                rprint(required)
+                if not to_file:
+                    rprint('output:')
+                    rprint(response)
+                else:
+                    with open('entry_reader_test.json', 'w') as f:
+                        f.write(json.dumps(response))
+
+    __entry_print(
+        'read plotly figure',
+        {
+            'm_request': {
+                'directive': 'plain',
+            },
+            Token.ARCHIVE: {
+                'm_request': {
+                    'directive': 'plain',
+                }
+            },
+        },
+    )
-- 
GitLab


From 8152cf8c5e5cff84bfd5c39f1b16989ff79d8714 Mon Sep 17 00:00:00 2001
From: mohammad <mohammad.nakhaee.1@gmail.com>
Date: Mon, 24 Mar 2025 17:53:24 +0100
Subject: [PATCH 07/12] fixed the issue with the test archive

---
 .../plotly/plotly_references.archive.json     | 321 +-----------------
 1 file changed, 3 insertions(+), 318 deletions(-)

diff --git a/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json b/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json
index f24dcd42e4..b856eb3484 100644
--- a/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json
+++ b/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json
@@ -202,324 +202,9 @@
       0.0,
       0.0
     ],
-    "x3d": [
-      [
-        [
-          -1.0,
-          -1.0,
-          -1.0,
-          -1.0
-        ],
-        [
-          -1.0,
-          -1.0,
-          -1.0,
-          -1.0
-        ],
-        [
-          -1.0,
-          -1.0,
-          -1.0,
-          -1.0
-        ],
-        [
-          -1.0,
-          -1.0,
-          -1.0,
-          -1.0
-        ]
-      ],
-      [
-        [
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337
-        ],
-        [
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337
-        ],
-        [
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337
-        ],
-        [
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337
-        ]
-      ],
-      [
-        [
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326
-        ],
-        [
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326
-        ],
-        [
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326
-        ],
-        [
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326
-        ]
-      ],
-      [
-        [
-          1.0,
-          1.0,
-          1.0,
-          1.0
-        ],
-        [
-          1.0,
-          1.0,
-          1.0,
-          1.0
-        ],
-        [
-          1.0,
-          1.0,
-          1.0,
-          1.0
-        ],
-        [
-          1.0,
-          1.0,
-          1.0,
-          1.0
-        ]
-      ]
-    ],
-    "y3d": [
-      [
-        [
-          -1.0,
-          -1.0,
-          -1.0,
-          -1.0
-        ],
-        [
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337
-        ],
-        [
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326
-        ],
-        [
-          1.0,
-          1.0,
-          1.0,
-          1.0
-        ]
-      ],
-      [
-        [
-          -1.0,
-          -1.0,
-          -1.0,
-          -1.0
-        ],
-        [
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337
-        ],
-        [
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326
-        ],
-        [
-          1.0,
-          1.0,
-          1.0,
-          1.0
-        ]
-      ],
-      [
-        [
-          -1.0,
-          -1.0,
-          -1.0,
-          -1.0
-        ],
-        [
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337
-        ],
-        [
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326
-        ],
-        [
-          1.0,
-          1.0,
-          1.0,
-          1.0
-        ]
-      ],
-      [
-        [
-          -1.0,
-          -1.0,
-          -1.0,
-          -1.0
-        ],
-        [
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337,
-          -0.33333333333333337
-        ],
-        [
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326,
-          0.33333333333333326
-        ],
-        [
-          1.0,
-          1.0,
-          1.0,
-          1.0
-        ]
-      ]
-    ],
-    "z3d": [
-      [
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ],
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ],
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ],
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ]
-      ],
-      [
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ],
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ],
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ],
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ]
-      ],
-      [
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ],
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ],
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ],
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ]
-      ],
-      [
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ],
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ],
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ],
-        [
-          -1.0,
-          -0.33333333333333337,
-          0.33333333333333326,
-          1.0
-        ]
-      ]
-    ],
+    "x3d": [1.0, 1.0, 1.0, 1.0],
+    "y3d": [2.0, 2.0, 2.0, 2.0],
+    "z3d": [3.0, 3.0, 3.0, 3.0],
     "surf1": [
       [
         4.0,
-- 
GitLab


From 4f13c76bb1c6fd63cd53f073fa49cd7f7d4a1bf6 Mon Sep 17 00:00:00 2001
From: mohammad <mohammad.nakhaee.1@gmail.com>
Date: Mon, 24 Mar 2025 19:43:34 +0100
Subject: [PATCH 08/12] removed CustomSection

---
 .../plotly/plotly_references.archive.json     | 61 +------------------
 1 file changed, 3 insertions(+), 58 deletions(-)

diff --git a/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json b/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json
index b856eb3484..1a3deb60a8 100644
--- a/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json
+++ b/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json
@@ -99,7 +99,7 @@
     }
   ],
   "data": {
-    "m_def": "nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
+    "m_def": "nomad.datamodel.data.EntryData",
     "x": [
       0.0,
       1.0,
@@ -7077,7 +7077,7 @@
     "upload_create_time": "2025-03-19T17:42:11.062000+00:00",
     "entry_id": "ujku7LPDc-8aid-el-40AXLC8Fw_",
     "entry_name": "a.archive.json",
-    "entry_type": "CustomSection",
+    "entry_type": "EntryData",
     "entry_hash": "umwDnLW6dlqL6ecIO67Lp-bAfCl4",
     "entry_create_time": "2025-03-19T17:42:21.685000+00:00",
     "parser_name": "parsers/archive",
@@ -7189,7 +7189,6 @@
       "nomad.datamodel.datamodel.EntryMetadata",
       "nomad.datamodel.datamodel.RFC3161Timestamp",
       "nomad.datamodel.metainfo.plot.PlotlyFigure",
-      "nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
       "nomad.datamodel.results.Properties",
       "nomad.datamodel.results.Results"
     ],
@@ -7240,11 +7239,6 @@
         "definition_id": "c2b92af9ee552c12ea402015d72cc227c5a5005e",
         "used_directly": true
       },
-      {
-        "definition_qualified_name": "nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
-        "definition_id": "23c90a61eb30e91393791602d2fb4ba4b382bcbe",
-        "used_directly": true
-      },
       {
         "definition_qualified_name": "nomad.datamodel.results.Properties",
         "definition_id": "9fcb2f8dea93e927ad23e6c6c43b732406796328",
@@ -7256,56 +7250,7 @@
         "used_directly": true
       }
     ],
-    "search_quantities": [
-      {
-        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
-        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
-        "path_archive": "data.figures.0.label",
-        "str_value": "figure 1"
-      },
-      {
-        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
-        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
-        "path_archive": "data.figures.1.label",
-        "str_value": "figure 2"
-      },
-      {
-        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
-        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
-        "path_archive": "data.figures.2.label",
-        "str_value": "figure 3"
-      },
-      {
-        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
-        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
-        "path_archive": "data.figures.3.label",
-        "str_value": "figure 4"
-      },
-      {
-        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
-        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
-        "path_archive": "data.figures.4.label",
-        "str_value": "figure 5"
-      },
-      {
-        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
-        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
-        "path_archive": "data.figures.5.label",
-        "str_value": "figure 6"
-      },
-      {
-        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
-        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
-        "path_archive": "data.figures.6.label",
-        "str_value": "figure 7"
-      },
-      {
-        "id": "data.figures.label#nomad.datamodel.metainfo.testPlotlyGraphAPI.CustomSection",
-        "definition": "nomad.datamodel.metainfo.plot.Figure.label",
-        "path_archive": "data.figures.7.label",
-        "str_value": "figure 9"
-      }
-    ]
+    "search_quantities": []
   },
   "results": {
     "properties": {}
-- 
GitLab


From 936d63e71e96f7f09bb5cfb952af0ad2bfce2db0 Mon Sep 17 00:00:00 2001
From: Theodore Chang <tlcfem@gmail.com>
Date: Mon, 24 Mar 2025 20:12:14 +0100
Subject: [PATCH 09/12] Refactor entry archive material ID assignment and
 update plotly archive processing

---
 nomad/utils/exampledata.py       |  6 +++++-
 tests/graph/test_graph_reader.py | 16 ++++++++--------
 2 files changed, 13 insertions(+), 9 deletions(-)

diff --git a/nomad/utils/exampledata.py b/nomad/utils/exampledata.py
index 4603a39b65..8778de74a5 100644
--- a/nomad/utils/exampledata.py
+++ b/nomad/utils/exampledata.py
@@ -328,7 +328,11 @@ class ExampleData:
         if archive is not None:
             entry_archive.m_update(**archive)
 
-        if entry_archive.results.material.material_id is None:
+        if (
+            entry_archive.results
+            and entry_archive.results.material
+            and entry_archive.results.material.material_id is None
+        ):
             entry_archive.results.material.material_id = material_id
 
         self.archives[entry_id] = entry_archive
diff --git a/tests/graph/test_graph_reader.py b/tests/graph/test_graph_reader.py
index 21f1b91de5..e6c23100f8 100644
--- a/tests/graph/test_graph_reader.py
+++ b/tests/graph/test_graph_reader.py
@@ -4045,12 +4045,11 @@ def example_data_with_figure(elastic_function, raw_files_module, mongo_function,
     )
 
     directory = 'tests/data/datamodel/metainfo/plotly'
-    mainfile = 'plotly_references.archive.json'
-    plotly_archive = run_processing(directory, mainfile)
+    mainfile = 'plotly.schema.archive.yaml'
     data.create_entry(
         upload_id='id_published_with_ref',
         entry_id='id_plotly',
-        entry_archive=EntryArchive.m_from_dict(plotly_archive),
+        entry_archive=run_processing(directory, mainfile),
     )
 
     for archive in data.archives.values():
@@ -4081,12 +4080,13 @@ def test_figure_resolution(user1, example_data_with_figure):
     __entry_print(
         'read plotly figure',
         {
-            'm_request': {
-                'directive': 'plain',
-            },
             Token.ARCHIVE: {
-                'm_request': {
-                    'directive': 'plain',
+                'data': {
+                    'figures[0]': {
+                        'm_request': {
+                            'directive': 'resolved',
+                        },
+                    }
                 }
             },
         },
-- 
GitLab


From 9e41e73195b8554d1909fc6c06c78bff903795db Mon Sep 17 00:00:00 2001
From: Theodore Chang <tlcfem@gmail.com>
Date: Mon, 24 Mar 2025 20:52:57 +0100
Subject: [PATCH 10/12] Refactor m_follows method to support self-as-definition
 check and update figure resolution handling

---
 nomad/graph/graph_reader.py |  8 ++++++--
 nomad/metainfo/metainfo.py  | 14 +++++++++++++-
 2 files changed, 19 insertions(+), 3 deletions(-)

diff --git a/nomad/graph/graph_reader.py b/nomad/graph/graph_reader.py
index 05de1f9e23..cdf50b86c4 100644
--- a/nomad/graph/graph_reader.py
+++ b/nomad/graph/graph_reader.py
@@ -2748,7 +2748,11 @@ class ArchiveReader(ArchiveLikeReader):
         """
         Ensure a Figure object is properly resolved.
         """
-        if not child.definition.m_follows(PlotlyFigure.m_def):
+        if not isinstance(
+            child.definition, SubSection
+        ) or not child.definition.sub_section.m_follows(
+            PlotlyFigure.m_def, self_as_definition=True
+        ):
             return
 
         if config.directive is not DirectiveType.resolved:
@@ -2766,7 +2770,7 @@ class ArchiveReader(ArchiveLikeReader):
                     await _visit(v)
             elif isinstance(_node, str):
                 _node = [x for x in _node.lstrip('#').split('/') if x]
-                if _node and _if_exists(parent.archive, _node):
+                if _node and await _if_exists(parent.archive, _node):
                     await _populate_result(
                         parent.result_root,
                         parent.current_path + _node,
diff --git a/nomad/metainfo/metainfo.py b/nomad/metainfo/metainfo.py
index 074d3ce6ca..93b68c70a4 100644
--- a/nomad/metainfo/metainfo.py
+++ b/nomad/metainfo/metainfo.py
@@ -1779,12 +1779,24 @@ class MSection(metaclass=MObjectMeta):
         # todo: mypy bug https://github.com/python/mypy/issues/14458
         return cast(cls, self)  # type: ignore
 
-    def m_follows(self, definition: Section) -> bool:
+    def m_follows(
+        self, definition: Section, *, self_as_definition: bool = False
+    ) -> bool:
         """
         Determines if this section's definition is or is derived from the given definition.
+
+        Arguments:
+            definition: The definition to check against.
+            self_as_definition: If True, the current section is considered as a definition
+                instead of a data section. This is useful when directly checking the definitions
+                without the need to create a dummy data section.
         """
         if not isinstance(definition, Section):
             raise TypeError(f'{definition} is not an instance of class Section.')
+
+        if self_as_definition:
+            return definition in itertools.chain(self.all_base_sections, [self])
+
         return definition in itertools.chain(self.m_def.all_base_sections, [self.m_def])
 
     def m_to_dict(
-- 
GitLab


From f5e5d44c1e709a29f6c710490f6802a5b67f71e5 Mon Sep 17 00:00:00 2001
From: Theodore Chang <tlcfem@gmail.com>
Date: Thu, 27 Mar 2025 00:01:55 +0100
Subject: [PATCH 11/12] Refactor test_figure_resolution to use parameterized
 tests and simplify example data fixture

---
 tests/graph/test_graph_reader.py | 105 +++++++++++++++++++++++--------
 1 file changed, 79 insertions(+), 26 deletions(-)

diff --git a/tests/graph/test_graph_reader.py b/tests/graph/test_graph_reader.py
index e6c23100f8..946d196ba3 100644
--- a/tests/graph/test_graph_reader.py
+++ b/tests/graph/test_graph_reader.py
@@ -4037,7 +4037,7 @@ def json_dict():
 
 
 @pytest.fixture(scope='function')
-def example_data_with_figure(elastic_function, raw_files_module, mongo_function, user1):
+def example_data_with_figure(proc_infra, user1):
     data = ExampleData(main_author=user1)
 
     data.create_upload(
@@ -4058,36 +4058,89 @@ def example_data_with_figure(elastic_function, raw_files_module, mongo_function,
     data.save(with_files=True, with_es=True, with_mongo=True)
 
     yield data
+
     data.delete()
 
 
-def test_figure_resolution(user1, example_data_with_figure):
-    def __entry_print(msg, required, *, to_file: bool = False, result: dict = None):
+@pytest.mark.parametrize(
+    'query,result',
+    [
+        # plain get default quantities
+        # the references are not resolved
+        pytest.param(
+            {
+                Token.ARCHIVE: {
+                    'data': {
+                        'figures[0]': {
+                            'm_request': {
+                                'directive': 'plain',
+                            },
+                        }
+                    }
+                },
+            },
+            {
+                'archive': {
+                    'data': {
+                        'figures': [
+                            {
+                                'label': 'graph object 1',
+                                'figure': {
+                                    'data': {'x': '#xArr', 'y': '#xArr'},
+                                    'layout': {
+                                        'title': {'text': 'Plot in section level'},
+                                        'xaxis': {'title': {'text': 'x data'}},
+                                        'yaxis': {'title': {'text': 'y data'}},
+                                    },
+                                },
+                            }
+                        ]
+                    }
+                }
+            },
+            id='plain-read',
+        ),
+        pytest.param(
+            {
+                Token.ARCHIVE: {
+                    'data': {
+                        'figures[0]': {
+                            'm_request': {
+                                'directive': 'resolved',
+                            },
+                        }
+                    }
+                },
+            },
+            {
+                'archive': {
+                    'data': {
+                        'xArr': [1.1, 2.0, 3.0, 4.0, 5.0],
+                        'figures': [
+                            {
+                                'label': 'graph object 1',
+                                'figure': {
+                                    'data': {'x': '#xArr', 'y': '#xArr'},
+                                    'layout': {
+                                        'title': {'text': 'Plot in section level'},
+                                        'xaxis': {'title': {'text': 'x data'}},
+                                        'yaxis': {'title': {'text': 'y data'}},
+                                    },
+                                },
+                            }
+                        ],
+                    }
+                }
+            },
+            id='read-resolved',
+        ),
+    ],
+)
+def test_figure_resolution(user1, example_data_with_figure, query, result):
+    def __entry_print(required, *, result=None):
         with EntryReader(required, user=user1) as reader:
             response = reader.sync_read('id_plotly')
             if result:
                 assert_dict(response, result)
-            else:
-                rprint(f'\n\nExample: {next(counter)} -> {msg}:')
-                rprint(required)
-                if not to_file:
-                    rprint('output:')
-                    rprint(response)
-                else:
-                    with open('entry_reader_test.json', 'w') as f:
-                        f.write(json.dumps(response))
 
-    __entry_print(
-        'read plotly figure',
-        {
-            Token.ARCHIVE: {
-                'data': {
-                    'figures[0]': {
-                        'm_request': {
-                            'directive': 'resolved',
-                        },
-                    }
-                }
-            },
-        },
-    )
+    __entry_print(query, result=result)
-- 
GitLab


From 3491e143cec591b1e7aa85c66ac256e0de7cd03a Mon Sep 17 00:00:00 2001
From: Theodore Chang <tlcfem@gmail.com>
Date: Thu, 27 Mar 2025 00:04:52 +0100
Subject: [PATCH 12/12] Refactor m_follows method to improve self-as-definition
 handling and simplify section checks

---
 nomad/metainfo/metainfo.py                    |    5 +-
 .../plotly/plotly_references.archive.json     | 7259 -----------------
 2 files changed, 2 insertions(+), 7262 deletions(-)
 delete mode 100644 tests/data/datamodel/metainfo/plotly/plotly_references.archive.json

diff --git a/nomad/metainfo/metainfo.py b/nomad/metainfo/metainfo.py
index 93b68c70a4..fdd8201768 100644
--- a/nomad/metainfo/metainfo.py
+++ b/nomad/metainfo/metainfo.py
@@ -1794,10 +1794,9 @@ class MSection(metaclass=MObjectMeta):
         if not isinstance(definition, Section):
             raise TypeError(f'{definition} is not an instance of class Section.')
 
-        if self_as_definition:
-            return definition in itertools.chain(self.all_base_sections, [self])
+        target = self if self_as_definition else self.m_def
 
-        return definition in itertools.chain(self.m_def.all_base_sections, [self.m_def])
+        return definition in itertools.chain(target.all_base_sections, [target])
 
     def m_to_dict(
         self,
diff --git a/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json b/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json
deleted file mode 100644
index 1a3deb60a8..0000000000
--- a/tests/data/datamodel/metainfo/plotly/plotly_references.archive.json
+++ /dev/null
@@ -1,7259 +0,0 @@
-{
-  "processing_logs": [
-    {
-      "event": "Executing local process",
-      "proc": "Entry",
-      "process": "None",
-      "process_worker_id": "nL2iuGaYRVye8CSvPN9RMg",
-      "parser": "parsers/archive",
-      "logger": "nomad.processing",
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GitLab