UPGRADE.md

Upgrading Pipeline

Renaming of Stages

We will rename the each stage to reflect the functionality of these stages in the pipeline. For example,

1. Processing stays
2. Construction $\leftarrow$ Embedding
3. Filtering stays
4. Labelling $\leftarrow$ GNN
5. Segmenting stays

Or, one rename them as follows

1. data_processing $\leftarrow$ Processing
2. edge_construction or graph_contruction $\leftarrow$ Embedding
3. edge_filtering $\leftarrow$ Filtering
4. edge_labelling $\leftarrow$ GNN
5. graph_segmenting $\leftarrow$ Segmenting

Output of Stages

The output directories can be fixed in config files to reflect the name of each stages:

1. data_processing or feature_store
2. edge_construction or graph_contruction $\leftarrow$ embedding_processed
3. edge_filtering $\leftarrow$ filter_processed
4. edge_labelling $\leftarrow$ gnn_processed
5. graph_segmenting $\leftarrow$ segments_processed

NOTE: edge labelling or graph labelling stage is infact edge classification stage of the pipeline.