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Group and order high zoom metatile jobs by rawr size threshold #88

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tgrigsby-sc
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Instead of simply splitting between grouping at size 7 and 10, group at sizes 7, 8, 9, and 10 to minimize build time. Also order by sum of constituent rawr tile sizes because they correlate strongly with build times.

This was confirmed working in last tile build.


missing_low[c] = True
missing_low[this_coord] = True
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Isn't this just a set?

counts_at_zoom[this_coord.zoom] += 1
else:
# too big for this zoom, queue the children
top_left_child = this_coord.zoomBy(1)
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I thiiink the tile object has a children() function that returns this list so you don't have to calculate it?

coord, sizes = task.get()
all_sizes.update(sizes)

# now use all_sizes plus the size_threshold to find the lowest zoom we can group each coordinate into
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Can you add another line or two of comment here? My intuition is that we're trying to group tiles by estimated memory usage so that we get to but don't go beyond a target usage. What you have here is good, but maybe needs the extra bit of info about why grouping is happening.


# validate counts by zoom - expecting the equivalent of 4^10 zoom 10 jobs.
counts_at_zoom_sum = 0
for z in counts_at_zoom.keys():
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This is equivalent to:

Suggested change
for z in counts_at_zoom.keys():
for z in counts_at_zoom:

On second thought, maybe what you have is easier to read and you should ignore me.

count_at_this_zoom = counts_at_zoom[z]
zoom_10_equiv_count = count_at_this_zoom * (4 ** (10 - z))
counts_at_zoom_sum += zoom_10_equiv_count
if counts_at_zoom_sum == 4**10:
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Maybe extract 4**10 into a single variable so this check and the math below are easier to read.

cfg.yml["batch"]["memory"] = int(min(cfg.yml["batch"]["memory"] * mem_multiplier, mem_max))
# now that we know what we want, pick something AWS actually supports
viable_mem_request, required_min_cpus = viable_container_overrides(adjusted_mem)
print("REMOVEME: [%s] enqueueing %s at %s mem mb and %s cpus" % (time.ctime(), coord_line, viable_mem_request, required_min_cpus))
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Remove this line or remove the REMOVEME

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