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Extreme value search among one attribute and multiple nodes #124

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Define an extreme value based on an attribute (e.g. wind) and it finds the corresponding extreme value among all nodes.

Previously, only an attribute-node pair was allowed for extreme value identification (e.g. wind-dena72).

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codecov bot commented Oct 10, 2019

Codecov Report

Merging #124 into dev will increase coverage by 0.08%.
The diff coverage is 80%.

Impacted file tree graph

@@            Coverage Diff             @@
##              dev     #124      +/-   ##
==========================================
+ Coverage   64.49%   64.57%   +0.08%     
==========================================
  Files           9        9              
  Lines         521      525       +4     
==========================================
+ Hits          336      339       +3     
- Misses        185      186       +1
Impacted Files Coverage Δ
src/clustering/extreme_vals.jl 83.75% <80%> (-0.47%) ⬇️

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@YoungFaithful

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Small possible changes, depending on your likes.

# all attribute-node pairs in clust_data
data_types = [k for k in keys(clust_data.data)]
attribute_nodes = data_types[occursin.(data_type, data_types)]
if isempty(attribute_nodes)
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Instead of leaving the if statement open, we could just return the error and end the if statement after line 99. What do you think?

# this contains the special case that data_type is an attribute-node pair
else
data = zeros(clust_data.T*length(attribute_nodes), clust_data.K)
for i in 1:length(attribute_nodes)
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Alternative could be:

for (i, attribute_node) in enumerate(attribute_nodes)

That can generally simplify the readability of the code as you can now use attribute_node instead of attribute_nodes[i]

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