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Commit f887c410 authored by Alexander Schlemmer's avatar Alexander Schlemmer
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DOC: new page in documentation covering the topic of complex data models

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Complex Data Models
-------------------
With CaosDB it is possible to create very complex data models.
E.g. it is possible to add properties to properties to cover complex relations
in data management workflows.
One example for a use case is meta data that is added to very specific properties of
datasets, e.g. data privacy information can be added to properties which themselves
could already be considered meta data of a dataset.
The example below tries to cover some complex cases for data models:
Examples
--------
.. code-block:: python3
import caosdb as db
# Create two record types with descriptions:
rt1 = db.RecordType(name="TypeA", description="11 The first type")
rt2 = db.RecordType(name="TypeB", description="22 The second type")
# Create a record using the first record type as parent:
r1 = db.Record(name="Test_R_1", description="33 A record for the first type")
r1.add_parent(rt1)
# Create two files (the files named test.txt and testfile2.txt should exist in the
# current working directory:
f1 = db.File(name="Test A cool file", path="/test.txt", file="test.txt")
f2 = db.File(name="Test Another cool file", path="/testfile2.txt", file="testfile2.txt")
# Create two properties with different data types:
p1 = db.Property(name="TestFileProperty", datatype=db.FILE)
p2 = db.Property(name="TestDoubleProperty", datatype=db.DOUBLE, unit="m")
p3 = db.Property(name="TestIntegerProperty", datatype=db.INTEGER, unit="s")
# Create a reference property that points to records of record type 2:
p4 = db.Property(name="TestReferenceProperty", datatype=rt2)
# Create a complex record:
r2 = db.Record(name="Test_R_2", description="44 A second record for the second type")
r2.add_parent(rt2)
r2.add_property(rt1, value=r1) # this is a reference to the first record type
r2.add_property(p1, value=f1) # this is a reference to the first file
r2.add_property(p2, value=24.8) # this is a double property with a value
r2.add_property(p3, value=1) # this is an integer property with a value
f2.add_property(p1, value=f1) # this adds a file property with value first file to the second file
p2.add_property(p3, value=27) # this adds an integer property with value 27 to the double property
p2.add_property(p4, value=r2) # this adds a reference property pointing to record 2 to the double property
# Insert a container containing all the newly created entities:
c = db.Container().extend([rt1, rt2, r1, r2, f1, p1, p2, p3, f2, p4])
c.insert()
# Useful for testing: wait until the user presses a key, meanwhile check the webui
b = input("Press any key to cleanup.")
# cleanup everything after the user presses any button.
c.delete()
......@@ -15,4 +15,5 @@ advanced usage of the Python client.
Data-Insertion
errors
data-model-interface
complex_data_models
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