Update the example.py to use more API
Reviewers: ipaljak, dsantl, buda, tlastre Reviewed By: ipaljak, buda Subscribers: pullbot Differential Revision: https://phabricator.memgraph.io/D2718
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@ -5,33 +5,51 @@ import mgp
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import copy
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# mgp.read_proc will use inspect.signature to get the arguments and types which
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# we map to our C API. Alternative registration examples are written below
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# this definition. Also, we can support other builtin types that make sense, as
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# well as the `typing` module, but `typing.Any` maps to `mgp.Nullable(mgp.Any)`
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# instead of `mgp.Any` which prevents `None`. Additionally, all `mgp.read_proc`
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# decorator registration relies on the assumption that they will have a
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# globally visible `mgp_module` on which procedures are registered. For this to
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# work, importing Python modules as Query Modules will need to go through a
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# single thread or should use a thread local variable. Currently, we load
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# everything on startup in a single thread, so there are no issues.
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@mgp.read_proc
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def procedure(context: mgp.ProcCtx,
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required_arg: mgp.Nullable[mgp.Any],
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optional_arg: mgp.Nullable[mgp.Any] = None
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) -> mgp.Record(result=str, args=list):
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) -> mgp.Record(args=list,
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vertex_count=int,
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avg_degree=mgp.Number,
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props=mgp.Nullable[mgp.Map]):
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'''
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This example procedure returns 2 fields: `args` and `result`.
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This example procedure returns 4 fields.
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* `args` is a copy of arguments passed to the procedure.
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* `result` is the result of this procedure, a "Hello World!" string.
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* `vertex_count` is the number of vertices in the database.
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* `avg_degree` is the average degree of vertices.
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* `props` is the properties map of the passed in `required_arg`, if it is
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an Edge or a Vertex. In case of a Path instance, properties of the
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starting vertex are returned.
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Any errors can be reported by raising an Exception.
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The procedure can be invoked in openCypher using the following calls:
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CALL example.procedure(1, 2) YIELD args, result;
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CALL example.procedure(1) YIELD args, result;
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Naturally, you may pass in different arguments or yield less fields.
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CALL example.procedure(1, 2) YIELD args, vertex_count;
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MATCH (n) CALL example.procedure(n, 1) YIELD * RETURN *;
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Naturally, you may pass in different arguments or yield different fields.
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'''
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# Copying to make it equivalent to the C example.
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# Create a properties map if we received an Edge, Vertex, or Path instance.
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props = None
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if isinstance(required_arg, (mgp.Edge, mgp.Vertex)):
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props = dict(required_arg.properties.items())
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elif isinstance(required_arg, mgp.Path):
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start_vertex, = required_arg.vertices
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props = dict(start_vertex.properties.items())
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# Count the vertices and edges in the database; this may take a while.
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vertex_count = 0
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edge_count = 0
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for v in context.graph.vertices:
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vertex_count += 1
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edge_count += sum(1 for e in v.in_edges)
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edge_count += sum(1 for e in v.out_edges)
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# Calculate the average degree, as if edges are not directed.
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avg_degree = 0 if vertex_count == 0 else edge_count / vertex_count
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# Copy the received arguments to make it equivalent to the C example.
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args_copy = [copy.deepcopy(required_arg), copy.deepcopy(optional_arg)]
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# Multiple rows can be produced by returning an iterable of mgp.Record
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return mgp.Record(args=args_copy, result='Hello World!')
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# Multiple rows can be produced by returning an iterable of mgp.Record.
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return mgp.Record(args=args_copy, vertex_count=vertex_count,
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avg_degree=avg_degree, props=props)
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