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[perf] add benchmarks #55

Description

@okayzed

add benchmarks on a commit by commit basis (tmc's idea) that will measure:

  • how long to save/load one block of ints, strs and sets
  • how long to query 1 block:
    • tables
    • histograms
    • time series
  • how long to combine several block results (can be cached) to gauge aggregator performance

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