From 26087e864a54546d0920dac9d811b91550d4db72 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Henrik=20tom=20W=C3=B6rden?= <h.tomwoerden@indiscale.com>
Date: Mon, 19 Jul 2021 16:04:15 +0000
Subject: [PATCH] F h5 cfood
---
.docker/Dockerfile | 2 +
.gitlab-ci.yml | 4 +-
CHANGELOG.md | 1 +
Makefile | 7 +-
integrationtests/crawl.py | 3 +
integrationtests/example_hdf5cfood.py | 54 ++++
.../2019-02-03/hdf5_dummy_file.hdf5 | Bin 0 -> 455280 bytes
integrationtests/insert_model.py | 11 +
integrationtests/model.yml | 4 +
integrationtests/test_crawler_with_cfoods.py | 15 +
setup.py | 4 +-
src/caosadvancedtools/cache.py | 6 +-
src/caosadvancedtools/cfood.py | 36 ++-
src/caosadvancedtools/cfoods/__init__.py | 21 ++
src/caosadvancedtools/cfoods/h5.py | 281 ++++++++++++++++++
src/caosadvancedtools/example_cfood.py | 4 +-
src/caosadvancedtools/structure_mapping.py | 144 +++++++++
src/caosadvancedtools/suppressKnown.py | 7 +-
tox.ini | 2 +-
unittests/create_dummy_hdf5file.py | 70 +++++
unittests/hdf5_dummy_file.hdf5 | Bin 0 -> 455280 bytes
unittests/test_cfood.py | 30 ++
unittests/test_h5.py | 184 ++++++++++++
unittests/test_structure_mapping.py | 135 +++++++++
24 files changed, 1011 insertions(+), 14 deletions(-)
create mode 100644 integrationtests/example_hdf5cfood.py
create mode 100644 integrationtests/extroot/ExperimentalData/2010_TestProject/2019-02-03/hdf5_dummy_file.hdf5
create mode 100644 src/caosadvancedtools/cfoods/__init__.py
create mode 100644 src/caosadvancedtools/cfoods/h5.py
create mode 100644 src/caosadvancedtools/structure_mapping.py
create mode 100644 unittests/create_dummy_hdf5file.py
create mode 100644 unittests/hdf5_dummy_file.hdf5
create mode 100644 unittests/test_h5.py
create mode 100644 unittests/test_structure_mapping.py
diff --git a/.docker/Dockerfile b/.docker/Dockerfile
index 1651fa08..e7bc28ac 100644
--- a/.docker/Dockerfile
+++ b/.docker/Dockerfile
@@ -2,6 +2,8 @@ FROM debian:10
RUN apt-get update && \
apt-get install \
curl \
+ libhdf5-dev \
+ pkgconf \
python3 \
python3-pip \
python3-requests \
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 2a802118..c9cd5b63 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -58,8 +58,8 @@ test:
- cd .docker
- /bin/sh ./run.sh
- cd ..
- - docker logs docker_caosdb-server_1 &> ../caosdb_log.txt
- - docker logs docker_sqldb_1 &> ../mariadb_log.txt
+ - docker logs docker_caosdb-server_1 &> caosdb_log.txt
+ - docker logs docker_sqldb_1 &> mariadb_log.txt
- docker-compose -f .docker/docker-compose.yml down
- rc=`cat .docker/result`
- exit $rc
diff --git a/CHANGELOG.md b/CHANGELOG.md
index d07084cc..eda225cc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -27,6 +27,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Automated documentation builds: `make doc`
- Crawler documentation
- Proof-of-concept integration with Bloxberg.
+- Introduce a cfood that can create a Record structure based on the contents of a hdf5 file
### Changed ###
diff --git a/Makefile b/Makefile
index cbac0ea0..7609444b 100644
--- a/Makefile
+++ b/Makefile
@@ -21,7 +21,7 @@
# This Makefile is a wrapper for several other scripts.
-.PHONY: help doc install
+.PHONY: help doc install unittest
help:
@echo 'Type `make doc` for documentation, or `make install` for (local) installation.'
@@ -30,4 +30,7 @@ doc:
$(MAKE) -C src/doc html
install:
- @echo "Not implemented yet, use pip for installation."
+ pip3 install .
+
+unittest:
+ pytest-3 unittests
diff --git a/integrationtests/crawl.py b/integrationtests/crawl.py
index 65600016..79ed3b5f 100755
--- a/integrationtests/crawl.py
+++ b/integrationtests/crawl.py
@@ -36,6 +36,8 @@ from caosadvancedtools.scifolder import (AnalysisCFood, ExperimentCFood,
PublicationCFood, SimulationCFood,
SoftwareCFood)
+from example_hdf5cfood import ExampleH5CFood
+
try:
from sss_helper import get_argument_parser, print_success
except ModuleNotFoundError:
@@ -89,6 +91,7 @@ if __name__ == "__main__":
interactive=False, hideKnown=False,
cfood_types=[ExperimentCFood, AnalysisCFood, SoftwareCFood,
PublicationCFood, SimulationCFood,
+ ExampleH5CFood
])
if args.authorize_run:
diff --git a/integrationtests/example_hdf5cfood.py b/integrationtests/example_hdf5cfood.py
new file mode 100644
index 00000000..f369f852
--- /dev/null
+++ b/integrationtests/example_hdf5cfood.py
@@ -0,0 +1,54 @@
+#!/usr/bin/env python3
+# encoding: utf-8
+#
+# ** header v3.0
+# This file is a part of the CaosDB Project.
+#
+# Copyright (C) 2021 IndiScale GmbH <www.indiscale.com>
+# Copyright (C) 2021 Henrik tom Wörden <h.tomwoerden@indiscale.com>
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Affero General Public License as
+# published by the Free Software Foundation, either version 3 of the
+# License, or (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU Affero General Public License for more details.
+#
+# You should have received a copy of the GNU Affero General Public License
+# along with this program. If not, see <https://www.gnu.org/licenses/>.
+#
+# ** end header
+#
+
+"""
+An exemplary definition of a HDF5 CFood for integration testing
+"""
+
+import caosdb as db
+from caosadvancedtools.cfoods.h5 import H5CFood
+from caosadvancedtools.scifolder import ExperimentCFood
+from caosadvancedtools.scifolder.generic_pattern import readme_pattern
+
+
+class ExampleH5CFood(H5CFood):
+ root_name = "ExampleH5"
+
+ @staticmethod
+ def get_re():
+ return ExperimentCFood.get_re()[:-len(readme_pattern)] + r".*\.hdf5"
+
+ def create_identifiables(self):
+ super().create_identifiables()
+ self.identifiable_root = db.Record()
+ self.identifiable_root.add_property("hdf5File", self.crawled_file)
+ self.identifiable_root.add_parent("ExampleH5")
+ self.identifiables.append(self.identifiable_root)
+
+ def special_treatment(self, key, value, dtype):
+ if key == "attr_data_root":
+ return "single_attribute", value, dtype
+
+ return key, value, dtype
diff --git a/integrationtests/extroot/ExperimentalData/2010_TestProject/2019-02-03/hdf5_dummy_file.hdf5 b/integrationtests/extroot/ExperimentalData/2010_TestProject/2019-02-03/hdf5_dummy_file.hdf5
new file mode 100644
index 0000000000000000000000000000000000000000..41bfb7ab3bcac19d90fd4f018cdd8118ae806eaf
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diff --git a/integrationtests/insert_model.py b/integrationtests/insert_model.py
index 270a08a3..f57ea440 100755
--- a/integrationtests/insert_model.py
+++ b/integrationtests/insert_model.py
@@ -1,5 +1,8 @@
#!/usr/bin/env python3
import caosdb as db
+import h5py
+from caosadvancedtools.cfoods.h5 import H5CFood
+from caosadvancedtools.models.data_model import DataModel
from caosadvancedtools.models.parser import parse_model_from_yaml
model = parse_model_from_yaml("model.yml")
@@ -9,3 +12,11 @@ if len(db.execute_query("FIND Property alias")) == 0:
al = db.Property(name="alias")
al.add_parent(name="name")
al.insert()
+
+h5model = db.Container()
+h5file = h5py.File('extroot/ExperimentalData/2010_TestProject/2019-02-03/hdf5_dummy_file.hdf5', 'r')
+H5CFood.create_structure(h5file, create_recordTypes=True, collection=h5model)
+h5model[0].name = "ExampleH5"
+print(h5model)
+h5model = DataModel(h5model)
+h5model.sync_data_model(noquestion=True)
diff --git a/integrationtests/model.yml b/integrationtests/model.yml
index 0a4ad381..efcfd80e 100644
--- a/integrationtests/model.yml
+++ b/integrationtests/model.yml
@@ -40,6 +40,8 @@ sources:
datatype: REFERENCE
scripts:
datatype: REFERENCE
+single_attribute:
+ datatype: LIST(INTEGER)
Simulation:
obligatory_properties:
date:
@@ -66,3 +68,5 @@ Presentation:
Report:
inherit_from_suggested:
- Publication
+hdf5File:
+ datatype: REFERENCE
diff --git a/integrationtests/test_crawler_with_cfoods.py b/integrationtests/test_crawler_with_cfoods.py
index 7dc19240..05bb5810 100755
--- a/integrationtests/test_crawler_with_cfoods.py
+++ b/integrationtests/test_crawler_with_cfoods.py
@@ -26,6 +26,7 @@ import os
import unittest
import caosdb as db
+from caosdb.apiutils import retrieve_entity_with_id
def get_entity_with_id(eid):
@@ -486,3 +487,17 @@ class CrawlerTest(unittest.TestCase):
# Should have a description
self.assertIsNotNone(ana.description)
+
+ def test_exampleh5(self):
+ examp = db.execute_query("FIND Record ExampleH5", unique=True)
+
+ for prop in examp.properties:
+ if prop.name == 'group_level1_a':
+ self.assertTrue(retrieve_entity_with_id(prop.value).get_property("group_level2_aa") is not None)
+ self.assertTrue(retrieve_entity_with_id(prop.value).get_property("group_level1_a") is None)
+ elif prop.name == 'group_level1_b':
+ self.assertTrue(retrieve_entity_with_id(prop.value).get_property("level1_b_floats") is not None)
+ elif prop.name == 'group_level1_c':
+ self.assertTrue(retrieve_entity_with_id(prop.value).get_property("level1_c_floats") is not None)
+ elif prop.name == 'root_integers':
+ self.assertTrue(retrieve_entity_with_id(prop.value).get_property("single_attribute") is not None)
diff --git a/setup.py b/setup.py
index f26b126c..89b7f106 100755
--- a/setup.py
+++ b/setup.py
@@ -157,12 +157,14 @@ def setup_package():
install_requires=["caosdb>=0.4.0",
"openpyxl>=3.0.0",
"pandas>=1.2.0",
+ "numpy>=1.17.3",
"xlrd>=2.0",
+ "h5py",
],
packages=find_packages('src'),
package_dir={'': 'src'},
setup_requires=["pytest-runner>=2.0,<3dev"],
- tests_require=["pytest", "pytest-cov", "coverage>=4.4.2"],
+ tests_require=["pytest", "pytest-pythonpath", "pytest-cov", "coverage>=4.4.2"],
)
try:
setup(**metadata)
diff --git a/src/caosadvancedtools/cache.py b/src/caosadvancedtools/cache.py
index 3dac86ec..ff807f2a 100644
--- a/src/caosadvancedtools/cache.py
+++ b/src/caosadvancedtools/cache.py
@@ -32,6 +32,8 @@ from hashlib import sha256
import caosdb as db
from lxml import etree
+import tempfile
+
def put_in_container(stuff):
if isinstance(stuff, list):
@@ -154,7 +156,9 @@ class UpdateCache(Cache):
def __init__(self, db_file=None):
if db_file is None:
- db_file = "/tmp/crawler_update_cache.db"
+ tmppath = tempfile.gettempdir()
+ tmpf = os.path.join(tmppath, "crawler_update_cache.db")
+ db_file = tmpf
super().__init__(db_file=db_file)
@staticmethod
diff --git a/src/caosadvancedtools/cfood.py b/src/caosadvancedtools/cfood.py
index 8ce1dced..fcdd2b83 100644
--- a/src/caosadvancedtools/cfood.py
+++ b/src/caosadvancedtools/cfood.py
@@ -298,7 +298,7 @@ class AbstractFileCFood(AbstractCFood):
super().__init__(*args, item=crawled_path, **kwargs)
self._crawled_file = None
self.crawled_path = crawled_path
- self.match = re.match(type(self).get_re(), crawled_path)
+ self.match = re.match(self.get_re(), crawled_path)
self.attached_filenames = []
@property
@@ -309,7 +309,31 @@ class AbstractFileCFood(AbstractCFood):
return self._crawled_file
@staticmethod
- def get_re():
+ def re_from_extensions(extensions):
+ """Return a regular expression which matches the given file extensions.
+
+ Useful for inheriting classes.
+
+ Parameters
+ ----------
+ extensions : iterable<str>
+ An iterable with the allowed extensions.
+
+ Returns
+ -------
+ out : str
+ The regular expression, starting with ``.*\\.`` and ending with the EOL dollar
+ character. The actual extension will be accessible in the
+ :py:attribute:`pattern group name<python:re.Pattern.groupindexe>` ``ext``.
+ """
+
+ if not extensions:
+ return None
+
+ return r".*\.(?P<ext>" + "|".join(extensions) + ")$"
+
+ @classmethod
+ def get_re(cls):
""" Returns the regular expression used to identify files that shall be
processed
@@ -377,6 +401,7 @@ def assure_object_is_in_list(obj, containing_object, property_name,
if containing_object.get_property(property_name) is None:
containing_object.add_property(property_name, value=[],
datatype=datatype)
+ # TODO: case where multiple times the same property exists is not treated
if not isinstance(containing_object.get_property(property_name).value, list):
containing_object.get_property(property_name).value = [
@@ -628,7 +653,12 @@ def assure_has_property(entity, name, value, to_be_updated=None,
value = value.id
for el in possible_properties:
- if el.value == value:
+ tmp_value = el.value
+
+ if isinstance(tmp_value, db.Entity):
+ tmp_value = el.value.id
+
+ if tmp_value == value:
contained = True
break
diff --git a/src/caosadvancedtools/cfoods/__init__.py b/src/caosadvancedtools/cfoods/__init__.py
new file mode 100644
index 00000000..30ce05ad
--- /dev/null
+++ b/src/caosadvancedtools/cfoods/__init__.py
@@ -0,0 +1,21 @@
+#!/usr/bin/env python3
+
+# This file is a part of the CaosDB Project.
+#
+# Copyright (C) 2020 IndiScale GmbH <www.indiscale.com>
+# Copyright (C) 2020 Daniel Hornung <d.hornung@indiscale.com>
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Affero General Public License as
+# published by the Free Software Foundation, either version 3 of the
+# License, or (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU Affero General Public License for more details.
+#
+# You should have received a copy of the GNU Affero General Public License
+# along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+"""Specialized CFoods."""
diff --git a/src/caosadvancedtools/cfoods/h5.py b/src/caosadvancedtools/cfoods/h5.py
new file mode 100644
index 00000000..22b92589
--- /dev/null
+++ b/src/caosadvancedtools/cfoods/h5.py
@@ -0,0 +1,281 @@
+#!/usr/bin/env python3
+
+# This file is a part of the CaosDB Project.
+#
+# Copyright (C) 2020,2021 IndiScale GmbH <www.indiscale.com>
+# Copyright (C) 2020 Daniel Hornung <d.hornung@indiscale.com>
+# Copyright (C) 2021 Henrik tom Wörden <h.tomwoerden@indiscale.com>
+# Copyright (C) 2021 Alexander Kreft
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Affero General Public License as
+# published by the Free Software Foundation, either version 3 of the
+# License, or (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU Affero General Public License for more details.
+#
+# You should have received a copy of the GNU Affero General Public License
+# along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+"""A CFood for hdf5 files
+
+
+This module allows to parse hdf5 files and reproduce their structure in form
+of Records that reference each other.
+
+hdf5 files are composed of groups and datasets. Both of which can have
+attributes. Groups and datasets are mapped to Records and attributes to
+Properties.
+"""
+
+import re
+from copy import deepcopy
+
+import caosdb as db
+import h5py
+import numpy as np
+from caosadvancedtools.cfood import fileguide
+from caosdb.common.datatype import is_reference
+from caosdb.common.utils import uuid
+
+from ..cfood import (AbstractFileCFood, assure_has_description,
+ assure_has_parent, assure_has_property,
+ assure_property_is)
+from ..structure_mapping import (EntityMapping, collect_existing_structure,
+ update_structure)
+
+
+def h5_attr_to_property(val):
+ """ returns the value and datatype of a CaosDB Property for the given value
+
+
+ 1d arrays are converted to lists
+ If no suitable Property can be created (None, None) is returned.
+
+ 2d and higher dimensionality arrays are being ignored.
+ """
+
+ if isinstance(val, str):
+ return val, db.TEXT
+ elif isinstance(val, complex):
+ return val, db.TEXT
+ else:
+ if not hasattr(val, 'dtype'):
+ raise NotImplementedError("Code assumes only str are missing the"
+ "dtype attribute")
+
+ if issubclass(val.dtype.type, np.floating):
+ dtype = db.DOUBLE
+ elif issubclass(val.dtype.type, np.integer):
+ dtype = db.INTEGER
+ elif val.dtype.kind in ['S', 'U']:
+ dtype = db.TEXT
+ val = val.astype(str)
+ elif val.dtype.kind == 'O':
+ if not np.all([isinstance(el, str) for el in val]):
+ raise NotImplementedError("Cannot convert arbitrary objects")
+ dtype = db.TEXT
+ val = val.astype(str)
+ else:
+ raise NotImplementedError("Unknown dtype used")
+
+ if isinstance(val, np.ndarray):
+ if val.ndim > 1:
+ return None, None
+
+ if val.ndim == 0:
+ raise NotImplementedError(
+ "Code assumes that scalar values "
+ "will not be given as np.ndarray objects")
+ val = list(val)
+ dtype = db.LIST(dtype)
+
+ # TODO this can eventually be removed
+
+ if(hasattr(val, 'ndim')):
+ if not isinstance(val, np.ndarray) and val.ndim != 0:
+ print(val, val.ndim)
+ raise Exception(
+ "Implementation assumes that only np.arrays have ndim.")
+
+ return val, dtype
+
+
+class H5CFood(AbstractFileCFood):
+ """ H5CFood which consumes a HDF5 file.
+
+ The structure is mapped onto an equivalent structure of interconnected
+ Records.
+
+ Attributes
+ ----------
+ root_name : str, default "root"
+ Type of the root Record (the Record corresponding to the root node in
+ the HDF5 file)
+ h5file : h5py.File, default None
+ Name of the hdf5-file to read
+ """
+
+ # to be overwritten by subclasses
+ root_name = "root"
+
+ def __init__(self, *args, **kwargs):
+ """CFood which consumes HDF5 files."""
+ super().__init__(*args, **kwargs)
+ self.h5file = None
+ self.hdf5Container = db.Container()
+ self.em = EntityMapping()
+
+ def collect_information(self):
+ self.h5file = h5py.File(fileguide.access(self.crawled_path), 'r')
+
+ @staticmethod
+ def get_re():
+ """Return a regular expression string to match *.h5, *.nc, *.hdf, *.hdf5."""
+ extensions = [
+ "h5",
+ "nc",
+ "hdf",
+ "hdf5",
+ ]
+
+ return AbstractFileCFood.re_from_extensions(extensions)
+
+ def create_identifiables(self):
+ """Create identifiables out of groups in the HDF5 file.
+
+ This method will call is_identifiable(h5path, h5object) and create_identifiable(h5path,
+ h5object) on each HDF5 object to decide and actually create the identifiables.
+ """
+ # manually create the identifiable root element: self.identifiable_root
+ self.structure = self.create_structure(self.h5file,
+ special_treatment=self.special_treatment)
+
+ def update_identifiables(self):
+ """Check if the identifiables need to be updated.
+
+ In that case also add the updated entities to the list of updateables.
+
+ This method will iterate over the groups and datasets governed by this CFood's identifiables
+ and call ``update_object(path, h5object)`` on each object.
+
+ """
+
+ self.structure._cuid = "root element"
+ self.em.add(self.structure, self.identifiable_root)
+ collect_existing_structure(self.structure, self.identifiable_root,
+ self.em)
+ self.to_be_inserted = db.Container()
+ self.insert_missing_structure(self.structure)
+
+ # TODO this is a workaround due to the fact that the caosdb library
+ # changes the objects in the Container if it is inserted. The graph
+ # structure is flattened. I.e. references to other entity objects are
+ # replaced with their IDs. However this code depends on this graph.
+ tmp_copy = deepcopy(self.to_be_inserted)
+ tmp_copy.insert()
+
+ for e1, e2 in zip(tmp_copy, self.to_be_inserted):
+ e2.id = e1.id
+ # End workaround
+
+ # self.update_structure(self.structure)
+ update_structure(self.em, self.to_be_updated, self.structure)
+
+ def special_treatment(self, key, value, dtype):
+ """define special treatment of attributes
+
+ to be overwritten by child classes.
+
+ key: attribute name
+ value: attribute value
+ """
+
+ return key, value, dtype
+
+ @classmethod
+ def create_structure(cls, h5obj, create_recordTypes=False, collection=None,
+ special_treatment=None):
+ """Create Records and Record types from a given hdf5-object for all
+ items in the tree. Attributes are added as properties, the
+ values only if the dimension < 2.
+
+ Parameters
+ ----------
+ h5obj : h5py.File
+ a hdf5-file object
+
+ Returns
+ -------
+ rec : db.Container
+ Contains the Record Types, Records and Properties for the
+ input-tree
+
+ """
+
+ if collection is None:
+ collection = []
+
+ if special_treatment is None:
+ def special_treatment(x, y, z): return x, y, z
+
+ if h5obj.name == "/":
+ name_without_path = cls.root_name
+ else:
+ name_without_path = h5obj.name.split("/")[-1]
+
+ if create_recordTypes:
+ rec = db.RecordType(name=name_without_path)
+ else:
+ rec = db.Record().add_parent(name=name_without_path)
+ collection.append(rec)
+
+ if isinstance(h5obj, h5py.Group):
+ for subgroup in h5obj.keys():
+ subgroup_name = h5obj[subgroup].name.split("/")[-1]
+
+ sub = H5CFood.create_structure(h5obj[subgroup],
+ create_recordTypes=create_recordTypes,
+ collection=collection,
+ special_treatment=special_treatment)
+
+ if create_recordTypes:
+ rec.add_property(subgroup_name)
+ else:
+ rec.add_property(subgroup_name, value=sub)
+
+ for key, val in h5obj.attrs.items():
+ # ignored
+
+ if key in ["REFERENCE_LIST", "DIMENSION_LIST", "NAME", "CLASS"]:
+ continue
+
+ val, dtype = h5_attr_to_property(val)
+
+ if val is None and dtype is None:
+ continue
+
+ if create_recordTypes and key.lower() not in ['description']:
+ prop = db.Property(name=key, datatype=dtype)
+ collection.append(prop)
+ rec.add_property(name=key)
+ else:
+ treated_k, treated_v, treated_dtype = special_treatment(
+ key, val, dtype)
+
+ if treated_k is not None:
+ rec.add_property(name=treated_k, value=treated_v,
+ datatype=treated_dtype)
+
+ return rec
+
+ def insert_missing_structure(self, target_structure: db.Record):
+ if target_structure._cuid not in self.em.to_existing:
+ self.to_be_inserted.append(target_structure)
+
+ for prop in target_structure.get_properties():
+ if prop.is_reference(server_retrieval=True):
+ self.insert_missing_structure(prop.value)
diff --git a/src/caosadvancedtools/example_cfood.py b/src/caosadvancedtools/example_cfood.py
index 6111d95d..2e395d5c 100644
--- a/src/caosadvancedtools/example_cfood.py
+++ b/src/caosadvancedtools/example_cfood.py
@@ -26,8 +26,8 @@ from .cfood import AbstractFileCFood, assure_has_property
class ExampleCFood(AbstractFileCFood):
- @staticmethod
- def get_re():
+ @classmethod
+ def get_re(cls):
return (r".*/(?P<species>[^/]+)/"
r"(?P<date>\d{4}-\d{2}-\d{2})/README.md")
diff --git a/src/caosadvancedtools/structure_mapping.py b/src/caosadvancedtools/structure_mapping.py
new file mode 100644
index 00000000..50e57ac4
--- /dev/null
+++ b/src/caosadvancedtools/structure_mapping.py
@@ -0,0 +1,144 @@
+#!/usr/bin/env python3
+
+# This file is a part of the CaosDB Project.
+#
+# Copyright (C) 2021 IndiScale GmbH <www.indiscale.com>
+# Copyright (C) 2021 Henrik tom Wörden <h.tomwoerden@indiscale.com>
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Affero General Public License as
+# published by the Free Software Foundation, either version 3 of the
+# License, or (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU Affero General Public License for more details.
+#
+# You should have received a copy of the GNU Affero General Public License
+# along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+import caosdb as db
+from caosdb.apiutils import resolve_reference
+from caosdb.common.utils import uuid
+
+from .cfood import (assure_has_description, assure_has_parent,
+ assure_property_is)
+
+
+class EntityMapping(object):
+ """
+ map local entities to entities on the server
+
+ the dict to_existing maps _cuid property to entity objects
+ the dict to_target maps id property to entity objects
+ """
+
+ def __init__(self):
+ self.to_existing = {}
+ self.to_target = {}
+
+ def add(self, target, existing):
+ if target._cuid is None:
+ target._cuid = str(uuid())
+ self.to_existing[str(target._cuid)] = existing
+ self.to_target[existing.id] = target
+
+
+def collect_existing_structure(target_structure, existing_root, em):
+ """ recursively collects existing entities
+
+ The collected entities are those that correspond to the ones in
+ target_structure.
+
+
+ em: EntityMapping
+ """
+
+ for prop in target_structure.properties:
+ if prop.value is None:
+ continue
+
+ if not prop.is_reference(server_retrieval=True):
+ continue
+
+ if (len([p for p in target_structure.properties if p.name == prop.name])
+ != 1):
+ raise ValueError("Current implementation allows only one property "
+ "for each property name")
+
+ if (existing_root.get_property(prop.name) is not None and
+ existing_root.get_property(prop.name).value is not None):
+ resolve_reference(prop)
+
+ resolve_reference(existing_root.get_property(prop.name))
+ referenced = existing_root.get_property(prop.name).value
+
+ if not isinstance(referenced, list):
+ referenced = [referenced]
+ target_value = prop.value
+
+ if not isinstance(target_value, list):
+ target_value = [target_value]
+
+ if len(target_value) != len(referenced):
+ raise ValueError()
+
+ for tent, eent in zip(target_value, referenced):
+ em.add(tent, eent)
+ collect_existing_structure(tent, eent, em)
+
+
+def update_structure(em, updating: db.Container, target_structure: db.Record):
+ """compare the existing records with the target record tree created
+ from the h5 object
+
+ Parameters
+ ----------
+
+ existing_structure
+ retrieved entity; e.g. the top level identifiable
+
+ target_structure : db.Record
+ A record which may have references to other records. Must be a DAG.
+ """
+
+ if target_structure._cuid in em.to_existing:
+ update_matched_entity(em,
+ updating,
+ target_structure,
+ em.to_existing[target_structure._cuid])
+
+ for prop in target_structure.get_properties():
+ if prop.is_reference(server_retrieval=True):
+ update_structure(em, updating, prop.value)
+
+
+def update_matched_entity(em, updating, target_record, existing_record):
+ """
+ update the Record existing in the server according to the Record
+ supplied as target_record
+ """
+
+ for parent in target_record.get_parents():
+ if parent.name == "":
+ raise ValueError("Parent name must not be empty.")
+ assure_has_parent(existing_record, parent.name, force=True)
+
+ if target_record.description is not None:
+ # check whether description is equal
+ assure_has_description(existing_record, target_record.description,
+ to_be_updated=updating)
+
+ for prop in target_record.get_properties():
+ # check for remaining property types
+
+ if isinstance(prop.value, db.Entity):
+ if prop.value._cuid in em.to_existing:
+ value = em.to_existing[prop.value._cuid].id
+ else:
+ value = prop.value.id
+ else:
+ value = prop.value
+ assure_property_is(existing_record, prop.name, value,
+ to_be_updated=updating)
diff --git a/src/caosadvancedtools/suppressKnown.py b/src/caosadvancedtools/suppressKnown.py
index c15f0e06..c4b57039 100644
--- a/src/caosadvancedtools/suppressKnown.py
+++ b/src/caosadvancedtools/suppressKnown.py
@@ -5,6 +5,8 @@ import os
import sqlite3
from hashlib import sha256
+import tempfile
+
class SuppressKnown(logging.Filter):
"""
@@ -26,8 +28,9 @@ class SuppressKnown(logging.Filter):
if db_file:
self.db_file = db_file
else:
- self.db_file = "/tmp/caosadvanced_suppressed_cache.db"
-
+ tmppath = tempfile.gettempdir()
+ tmpf = os.path.join(tmppath, "caosadvanced_suppressed_cache.db")
+ self.db_file = tmpf
if not os.path.exists(self.db_file):
self.create_cache()
diff --git a/tox.ini b/tox.ini
index 3d7f6522..d41e9930 100644
--- a/tox.ini
+++ b/tox.ini
@@ -4,7 +4,7 @@ skip_missing_interpreters = true
[testenv]
deps=nose
pandas
- caosdb
+ git+https://gitlab.indiscale.com/caosdb/src/caosdb-pylib.git@dev
pytest
pytest-cov
openpyxl
diff --git a/unittests/create_dummy_hdf5file.py b/unittests/create_dummy_hdf5file.py
new file mode 100644
index 00000000..ce040301
--- /dev/null
+++ b/unittests/create_dummy_hdf5file.py
@@ -0,0 +1,70 @@
+import h5py
+import numpy as np
+
+
+def create_hdf5_file(filename="hdf5_dummy_file.hdf5"):
+ '''
+ Create a dummy hdf5-file for testing.
+ Structure:
+
+ root:-->root
+ group_level1_a:-->group
+ group_level2_aa:-->group
+ group_level3_aaa:-->group
+ level3_aaa_floats_2d = float64(100x100)
+ group_level3_aab:-->group
+ group_level2_ab:-->group
+ group_level3_aba:-->group
+ level3_aba_floats_2d = float64(100x100)
+ group_level2_ac:-->group
+ level2_ac_integers_2d = int32(100x100)
+ group_level1_b:-->group
+ group_level2_ba:-->group
+ level2_ba_integers_2d = int32(100x100)
+ level1_b_floats = float64(10000)
+ group_level1_c:-->group
+ level1_c_floats = float64(10000)
+ root_integers = int32(10000)
+ '''
+
+ with h5py.File(filename, mode="w") as hdf5:
+ '''Create toplevel groups'''
+ group_lvl1_a = hdf5.create_group("group_level1_a")
+ group_lvl1_b = hdf5.create_group("group_level1_b")
+ group_lvl1_c = hdf5.create_group("group_level1_c")
+
+ '''Create level 2 groups'''
+ group_lvl2_aa = group_lvl1_a.create_group("group_level2_aa")
+ group_lvl2_ab = group_lvl1_a.create_group("group_level2_ab")
+ group_lvl2_ac = group_lvl1_a.create_group("group_level2_ac")
+ group_lvl2_ba = group_lvl1_b.create_group("group_level2_ba")
+
+ '''Create level 3 groups'''
+ group_lvl3_aaa = group_lvl2_aa.create_group("group_level3_aaa")
+ group_lvl3_aab = group_lvl2_aa.create_group("group_level3_aab")
+ group_lvl3_aba = group_lvl2_ab.create_group("group_level3_aba")
+
+ '''Create datasets'''
+ integers = np.arange(10000)
+ floats = np.arange(0, 1000, 0.1)
+ integers_2d = np.diag(np.arange(100))
+ floats_2d = np.eye(100)
+ data_root = hdf5.create_dataset("root_integers", data=integers)
+ data_lvl1_b = group_lvl1_b.create_dataset("level1_b_floats", data=floats)
+ data_lvl2_c = group_lvl1_c.create_dataset("level1_c_floats", data=floats)
+ data_lvl2_ac = group_lvl2_ac.create_dataset("level2_ac_integers_2d", data=integers_2d)
+ data_lvl2_ba = group_lvl2_ba.create_dataset("level2_ba_integers_2d", data=integers_2d)
+ data_lvl3_aaa = group_lvl3_aaa.create_dataset("level3_aaa_floats_2d", data=floats_2d)
+ data_lvl3_aba = group_lvl3_aba.create_dataset("level3_aba_floats_2d", data=floats_2d)
+
+ '''Create attributes'''
+ attr_group_lvl1_a = group_lvl1_a.attrs.create("attr_group_lvl1_a", 1)
+ attr_group_lvl2_aa = group_lvl2_aa.attrs.create("attr_group_lvl2_aa", -2)
+ attr_group_lvl3_aaa = group_lvl3_aaa.attrs.create("attr_group_lvl3_aaa", 1.0)
+ attr_data_root = data_root.attrs.create("attr_data_root", -2.0)
+ attr_data_lvl2_ac = data_lvl2_ac.attrs.create("attr_data_lvl2_ac", np.diag(np.arange(10)))
+ attr_data_lvl3_aaa = data_lvl3_aaa.attrs.create("attr_data_lvl3_aaa", np.eye(10))
+
+
+if __name__ == "__main__":
+ create_hdf5_file()
diff --git a/unittests/hdf5_dummy_file.hdf5 b/unittests/hdf5_dummy_file.hdf5
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diff --git a/unittests/test_cfood.py b/unittests/test_cfood.py
index 1bad508a..ab5cb11e 100644
--- a/unittests/test_cfood.py
+++ b/unittests/test_cfood.py
@@ -112,6 +112,36 @@ class CFoodReTest(unittest.TestCase):
self.assertTrue(SimpleCFood.match_item("hallo"))
self.assertFalse(SimpleCFood.match_item("allo"))
+ def test_extensions(self):
+ """Test the RE generation."""
+ empty_extensions = []
+ extensions = ["foo", "bar"]
+
+ self.assertIsNone(AbstractFileCFood.re_from_extensions(empty_extensions))
+ self.assertIsNotNone(SimpleCFood.re_from_extensions(extensions))
+
+ class ExtCFood(AbstractFileCFood):
+
+ @staticmethod
+ def get_re():
+ return AbstractFileCFood.re_from_extensions(extensions)
+ create_identifiables = None
+ update_identifiables = None
+
+ # test which paths are matched
+ print(ExtCFood.re_from_extensions(extensions))
+ self.assertTrue(ExtCFood.match_item("hello/world.foo"))
+ self.assertTrue(ExtCFood.match_item("hello/world.bar"))
+ self.assertFalse(ExtCFood.match_item("hello/world.baz"))
+ self.assertFalse(ExtCFood.match_item("hello/world.foo ")) # Mind the space.
+ self.assertFalse(ExtCFood.match_item("hello/world.foobar"))
+ self.assertFalse(ExtCFood.match_item("hello/world.foo|bar"))
+ self.assertFalse(ExtCFood.match_item("hello/world.fobar"))
+ self.assertFalse(ExtCFood.match_item("hello/world.fooar"))
+
+ # Test stored extension
+ self.assertEqual(ExtCFood("hello/world.foo").match["ext"], "foo")
+
class InsertionTest(unittest.TestCase):
def test_contained_in_list(self):
diff --git a/unittests/test_h5.py b/unittests/test_h5.py
new file mode 100644
index 00000000..12b04844
--- /dev/null
+++ b/unittests/test_h5.py
@@ -0,0 +1,184 @@
+import unittest
+from tempfile import NamedTemporaryFile
+
+import caosdb as db
+import caosdb.apiutils
+import h5py
+import numpy as np
+from caosadvancedtools.cfoods import h5
+from caosadvancedtools.cfoods.h5 import h5_attr_to_property
+
+from create_dummy_hdf5file import create_hdf5_file
+
+ENTS = {
+ 101: db.Record(id=101),
+ 102: db.Record(id=102),
+ 103: db.Record(id=103).add_property("test", value=101,
+ datatype=db.REFERENCE),
+}
+
+
+def dummy_get(eid):
+ return ENTS[eid]
+
+
+class H5CFoodTest(unittest.TestCase):
+ def setUp(self):
+ self.h5file = NamedTemporaryFile(delete=False, suffix=".h5")
+ self.h5file.close()
+ create_hdf5_file(self.h5file.name)
+ self.h5obj = h5py.File(self.h5file.name, mode="a")
+
+ def test_create_record_records(self):
+ result = h5.H5CFood.create_structure(self.h5obj)
+
+ record_list = []
+ parents = ['group_level1_a', 'group_level1_b', 'group_level1_c', 'root_integers']
+
+ for i in parents:
+ record_list.append(db.Record().add_parent(name=i))
+
+ found_parents = []
+
+ for ent in [p.value for p in result.properties]:
+ if ent.parents[0].name == 'group_level1_a':
+ found_parents.append('group_level1_a')
+ self.assertTrue(ent.get_property("group_level2_aa") is not None)
+ self.assertTrue(ent.get_property("group_level1_a") is None)
+ elif ent.parents[0].name == 'group_level1_b':
+ found_parents.append('group_level1_b')
+ pass
+ elif ent.parents[0].name == 'group_level1_c':
+ found_parents.append('group_level1_c')
+ pass
+ elif ent.parents[0].name == 'root_integers':
+ found_parents.append('root_integers')
+ pass
+
+ for p in parents:
+ self.assertTrue(p in found_parents)
+
+ for i in range(len(result.properties)):
+ for j in result.properties[i].value.get_parents():
+ for k in record_list[i].get_parents():
+ self.assertEqual(j.name, k.name)
+
+ result1 = h5.H5CFood.create_structure(self.h5obj["group_level1_a"])
+
+ for i in result1.get_parents():
+ self.assertEqual(i.name, "group_level1_a")
+
+ result2 = h5.H5CFood.create_structure(self.h5obj["group_level1_a/group_level2_aa"])
+
+ for i in result2.get_parents():
+ self.assertEqual(i.name, "group_level2_aa")
+
+ def test_collect_existing_structure(self):
+ real_retrieve = caosdb.apiutils.retrieve_entity_with_id
+ caosdb.apiutils.retrieve_entity_with_id = dummy_get
+
+ # should run without problem
+ h5.collect_existing_structure(db.Record(), db.Record(id=234), h5.EntityMapping())
+
+ # test with retrieval: both Records have one test Property with one
+ # value -> The referenced Entities are matched
+ r_exist = db.Record(id=234)
+ r_exist.add_property("test", value=101, datatype=db.REFERENCE)
+ r_target = db.Record()
+ r_child = db.Record()
+ r_target.add_property("test", value=r_child, datatype=db.REFERENCE)
+ em = h5.EntityMapping()
+ h5.collect_existing_structure(r_target, r_exist, em)
+ self.assertTrue(em.to_existing[r_child._cuid] is ENTS[101])
+ self.assertTrue(em.to_target[101] is r_child)
+
+ # test with retrieval: the existing Record has another Property
+ # -> The referenced Entities are matched
+ r_exist = db.Record(id=234)
+ r_exist.add_property("test_other", value=101, datatype=db.REFERENCE)
+ r_target = db.Record()
+ r_child = db.Record()
+ r_target.add_property("test", value=r_child, datatype=db.REFERENCE)
+ em = h5.EntityMapping()
+ h5.collect_existing_structure(r_target, r_exist, em)
+ self.assertEqual(em.to_existing, {})
+ self.assertEqual(em.to_target, {})
+
+ # test with retrieval: both Records have one test Property; the
+ # existing is missing the value -> The referenced Entities are matched
+ r_exist = db.Record(id=234)
+ r_exist.add_property("test", value=None, datatype=db.REFERENCE)
+ r_target = db.Record()
+ r_child = db.Record()
+ r_target.add_property("test", value=r_child, datatype=db.REFERENCE)
+ em = h5.EntityMapping()
+ h5.collect_existing_structure(r_target, r_exist, em)
+ self.assertEqual(em.to_existing, {})
+ self.assertEqual(em.to_target, {})
+
+ # test with retrieval: both Records have one test Property with
+ # multiple values -> The referenced Entities are matched
+ r_exist = db.Record(id=234)
+ r_exist.add_property("test", value=[101, 102], datatype=db.LIST(db.REFERENCE))
+ r_target = db.Record()
+ r_child = db.Record()
+ r_child2 = db.Record()
+ r_target.add_property("test", value=[r_child, r_child2],
+ datatype=db.LIST(db.REFERENCE))
+ em = h5.EntityMapping()
+ h5.collect_existing_structure(r_target, r_exist, em)
+ self.assertEqual(em.to_existing[r_child._cuid], ENTS[101])
+ self.assertEqual(em.to_existing[r_child2._cuid], ENTS[102])
+ self.assertEqual(em.to_target[101], r_child)
+ self.assertEqual(em.to_target[102], r_child2)
+
+ # test with retrieval: both Records have one test Property with one
+ # value; Add another recursion level -> The referenced Entities are matched
+ r_exist = db.Record(id=234)
+ r_exist.add_property("test", value=103, datatype=db.REFERENCE)
+ r_target = db.Record()
+ r_child = db.Record()
+ r_child2 = db.Record()
+ r_target.add_property("test", value=r_child, datatype=db.REFERENCE)
+ r_child.add_property("test", value=r_child2, datatype=db.REFERENCE)
+ em = h5.EntityMapping()
+ h5.collect_existing_structure(r_target, r_exist, em)
+ self.assertEqual(em.to_existing[r_child._cuid], ENTS[103])
+ self.assertEqual(em.to_target[103], r_child)
+ self.assertEqual(em.to_existing[r_child2._cuid], ENTS[101])
+ self.assertEqual(em.to_target[101], r_child2)
+
+ caosdb.apiutils.retrieve_entity_with_id = real_retrieve
+
+ def test_h5_attr_to_property(self):
+
+ test_int: int = 1
+ test_integer = np.int_(1)
+ test_float = np.float_(1.0)
+ test_str = "Test"
+ test_complex: complex = 2+3j
+ self.assertRaises(NotImplementedError, h5_attr_to_property, test_int) # only numpy-integers processed?
+ self.assertTupleEqual((1, db.INTEGER), h5_attr_to_property(test_integer))
+ self.assertTupleEqual((1.0, db.DOUBLE), h5_attr_to_property(test_float))
+ self.assertTupleEqual(("Test", db.TEXT), h5_attr_to_property(test_str))
+ self.assertTupleEqual((2+3j, db.TEXT), h5_attr_to_property(test_complex))
+ # strings are often represented using a binary format
+ self.assertTupleEqual(("yeti", db.TEXT), h5_attr_to_property(
+ np.array(["yeti"], dtype=h5py.string_dtype(r'utf-8', 8))[0]))
+
+ test_integer_1d = np.arange(10)
+ test_float_1d = np.arange(0, 1, 0.1)
+ test_str_1d = np.array(["a", "b", "c"])
+ self.assertTrue((np.arange(10) == h5_attr_to_property(test_integer_1d)[0]).all())
+ self.assertTrue(db.LIST(db.INTEGER) == h5_attr_to_property(test_integer_1d)[1])
+ self.assertTrue((np.arange(0, 1, 0.1) == h5_attr_to_property(test_float_1d)[0]).all())
+ self.assertTrue(db.LIST(db.DOUBLE) == h5_attr_to_property(test_float_1d)[1])
+ self.assertTrue((np.array(["a", "b", "c"]) == h5_attr_to_property(test_str_1d)[0]).all())
+ self.assertTrue(db.LIST(db.TEXT) == h5_attr_to_property(test_str_1d)[1])
+
+ test_integers_2d = np.diag(np.arange(100))
+ test_floats_2d = np.eye(100)
+ self.assertTupleEqual((None, None), h5_attr_to_property(test_integers_2d))
+ self.assertTupleEqual((None, None), h5_attr_to_property(test_floats_2d))
+
+ self.assertRaises(NotImplementedError, h5_attr_to_property, np.array(1))
diff --git a/unittests/test_structure_mapping.py b/unittests/test_structure_mapping.py
new file mode 100644
index 00000000..5cc4114f
--- /dev/null
+++ b/unittests/test_structure_mapping.py
@@ -0,0 +1,135 @@
+#!/usr/bin/env python3
+
+# This file is a part of the CaosDB Project.
+#
+# Copyright (C) 2021 IndiScale GmbH <www.indiscale.com>
+# Copyright (C) 2021 Henrik tom Wörden <h.tomwoerden@indiscale.com>
+# Copyright (C) 2021 Alexander Kreft <akreft@trineo.org>
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Affero General Public License as
+# published by the Free Software Foundation, either version 3 of the
+# License, or (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU Affero General Public License for more details.
+#
+# You should have received a copy of the GNU Affero General Public License
+# along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+import unittest
+from os import name
+
+import caosdb as db
+from caosadvancedtools.structure_mapping import (EntityMapping,
+ collect_existing_structure)
+from caosdb.common import datatype
+
+
+class structureMappingTest(unittest.TestCase):
+ def test_Entitymapping(self):
+ ex = db.Record(id=100) # existing Record
+ tar = db.Record() # target Record
+ em = EntityMapping()
+ em.add(tar, ex)
+
+ for key, val in em.to_existing.items():
+ self.assertEqual(key, tar._cuid)
+ self.assertEqual(val, ex)
+
+ for key, val in em.to_target.items():
+ self.assertEqual(key, ex.id)
+ self.assertEqual(val, tar)
+
+ def test_collect_existing_structure(self):
+ emap = EntityMapping()
+ reca1 = db.Record(name="Animals", id=100)
+ reca2 = db.Record(name="Dogs", id=200)
+ reca3 = db.Record(name="Husky", id=300)
+ reca1.add_property(id=101, name="Cute Animals", datatype=db.REFERENCE, value=reca2)
+ reca2.add_property(id=201, name="Cute Dogs", datatype=db.REFERENCE, value=reca3)
+
+ recb1 = db.Record(name="Animals")
+ recb2 = db.Record(name="Dogs")
+ recb3 = db.Record(name="Husky")
+ recb1.add_property(name="Cute Animals", datatype=db.REFERENCE, value=recb2)
+ recb2.add_property(name="Cute Dogs", datatype=db.REFERENCE, value=recb3)
+
+ collect_existing_structure(recb1, reca1, emap)
+
+ # Test if the two dicts of the entity mapping correctly depend on each other
+
+ for i in emap.to_existing.keys():
+ self.assertEqual(i, emap.to_target[emap.to_existing[i].id]._cuid)
+
+ for j in emap.to_target.keys():
+ self.assertEqual(j, emap.to_existing[emap.to_target[j]._cuid].id)
+
+ # Test if only the right Properties are in the dicts
+ self.assertTrue((reca2 in emap.to_existing.values()) and
+ (reca3 in emap.to_existing.values()) and
+ (reca1 not in emap.to_existing.values()))
+ self.assertTrue((recb2 in emap.to_target.values()) and
+ (recb3 in emap.to_target.values()) and
+ (recb1 not in emap.to_target.values()))
+
+ # Test the correct assignment of the properties
+ self.assertTrue(reca2 is emap.to_existing[recb2._cuid])
+ self.assertTrue(reca3 is emap.to_existing[recb3._cuid])
+
+ self.assertTrue(recb2 is emap.to_target[reca2.id])
+ self.assertTrue(recb3 is emap.to_target[reca3.id])
+
+ """Test with one additional Property and Properties, which are not Records"""
+ emap2 = EntityMapping()
+ recc1 = db.Record(name="Transportation", id=100)
+ recc2 = db.Record(name="Cars", id=200)
+ recc3 = db.Record(name="Volvo", id=300)
+ recc1.add_property(id=101, name="Type", datatype=db.REFERENCE, value=recc2)
+ recc2.add_property(id=201, name="Brand", datatype=db.REFERENCE, value=recc3)
+ # other datatypes
+ recc3.add_property(id=301, name="max_speed", value=200.2, datatype=db.DOUBLE)
+ recc3.add_property(id=302, name="doors", value=3, datatype=db.INTEGER)
+
+ recd1 = db.Record(name="Transportation")
+ recd2 = db.Record(name="Cars")
+ recd3 = db.Record(name="Volvo")
+ recd4 = db.Record(name="VW")
+ recd1.add_property(name="Type", datatype=db.REFERENCE, value=recd2)
+ recd2.add_property(name="Brand", datatype=db.REFERENCE, value=recd3)
+ # additional Property
+ recd2.add_property(name="Another Brand", datatype=db.REFERENCE, value=recd4)
+ # other datatypes
+ recd3.add_property(name="max_speed", value=200.2, datatype=db.DOUBLE)
+ recd3.add_property(name="doors", value=3, datatype=db.INTEGER)
+ recd4.add_property(name="max_speed", value=210.4, datatype=db.DOUBLE)
+ recd4.add_property(name="doors", value=5, datatype=db.INTEGER)
+ recd4.add_property(name="Warp engine", value=None)
+
+ collect_existing_structure(recd1, recc1, emap2)
+
+ # Test the correct assignment of the properties
+ self.assertTrue(recc2 is emap2.to_existing[recd2._cuid])
+ self.assertTrue(recc3 is emap2.to_existing[recd3._cuid])
+
+ self.assertTrue(recd2 is emap2.to_target[recc2.id])
+ self.assertTrue(recd3 is emap2.to_target[recc3.id])
+
+ """ Test, if the Record `Cars` in `target_structure` have one additional Property """
+ # Test existing structure
+ self.assertEqual(len(recc2.get_properties()), 1) # number of properties stay unchanged
+ self.assertEqual(len(recd2.get_properties()), 2) # number of properties stay unchanged
+
+ for prop_record, prop_em in zip(recc2.get_properties(), recd2.get_properties()):
+ self.assertTrue(prop_record.value is emap2.to_existing[prop_em.value._cuid])
+
+ # Test target structure
+ self.assertEqual(len(recc3.get_properties()), 2) # number of properties stay unchanged
+ self.assertEqual(len(recd3.get_properties()), 2) # number of properties stay unchanged
+
+ """ Test if the Properties that are not References show up in the entity map """
+ for rec_existing, rec_target in zip(emap2.to_existing.values(), emap2.to_target.values()):
+ self.assertTrue(isinstance(rec_existing, db.Record))
+ self.assertTrue(isinstance(rec_target, db.Record))
--
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