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4343# # Implementing different functionalities
44- - [Implement User Defined Sources](https://github.com/numaproj/numaflow-python/tree/main/examples/source)
45- - [Implement User Defined Source Transformers](https://github.com/numaproj/numaflow-python/tree/main/examples/sourcetransform)
44+ - [Implement User Defined Sources](https://github.com/numaproj/numaflow-python/tree/main/packages/pynumaflow/ examples/source)
45+ - [Implement User Defined Source Transformers](https://github.com/numaproj/numaflow-python/tree/main/packages/pynumaflow/ examples/sourcetransform)
4646- Implement User Defined Functions
47- - [Map](https://github.com/numaproj/numaflow-python/tree/main/examples/map)
48- - [Reduce](https://github.com/numaproj/numaflow-python/tree/main/examples/reduce)
49- - [Map Stream](https://github.com/numaproj/numaflow-python/tree/main/examples/mapstream)
50- - [Batch Map](https://github.com/numaproj/numaflow-python/tree/main/examples/batchmap)
51- - [Implement User Defined Sinks](https://github.com/numaproj/numaflow-python/tree/main/examples/sink)
52- - [Implement User Defined SideInputs](https://github.com/numaproj/numaflow-python/tree/main/examples/sideinput)
47+ - [Map](https://github.com/numaproj/numaflow-python/tree/main/packages/pynumaflow/ examples/map)
48+ - [Reduce](https://github.com/numaproj/numaflow-python/tree/main/packages/pynumaflow/ examples/reduce)
49+ - [Map Stream](https://github.com/numaproj/numaflow-python/tree/main/packages/pynumaflow/ examples/mapstream)
50+ - [Batch Map](https://github.com/numaproj/numaflow-python/tree/main/packages/pynumaflow/ examples/batchmap)
51+ - [Implement User Defined Sinks](https://github.com/numaproj/numaflow-python/tree/main/packages/pynumaflow/ examples/sink)
52+ - [Implement User Defined SideInputs](https://github.com/numaproj/numaflow-python/tree/main/packages/pynumaflow/ examples/sideinput)
5353
5454# # Server Types
5555
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