Go with explicit `.data._m4` mod name
Since it's a notable and self-contained graphics compression algo, might as well give it a dedicated module B)epoch_indexing_and_dataviz_layer
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@ -15,8 +15,22 @@
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# along with this program. If not, see <https://www.gnu.org/licenses/>.
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'''
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Graphics related downsampling routines for compressing to pixel
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limits on the display device.
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Graphics downsampling using the infamous M4 algorithm.
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This is one of ``piker``'s secret weapons allowing us to boss all other
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charting platforms B)
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(AND DON'T YOU DARE TAKE THIS CODE WITHOUT CREDIT OR WE'LL SUE UR F#&@* ASS).
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NOTES: this method is a so called "visualization driven data
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aggregation" approach. It gives error-free line chart
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downsampling, see
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further scientific paper resources:
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- http://www.vldb.org/pvldb/vol7/p797-jugel.pdf
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- http://www.vldb.org/2014/program/papers/demo/p997-jugel.pdf
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Details on implementation of this algo are based in,
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https://github.com/pikers/piker/issues/109
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'''
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import math
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@ -56,16 +70,6 @@ def ds_m4(
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This is more or less an OHLC style sampling of a line-style series.
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'''
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# NOTE: this method is a so called "visualization driven data
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# aggregation" approach. It gives error-free line chart
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# downsampling, see
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# further scientific paper resources:
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# - http://www.vldb.org/pvldb/vol7/p797-jugel.pdf
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# - http://www.vldb.org/2014/program/papers/demo/p997-jugel.pdf
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# Details on implementation of this algo are based in,
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# https://github.com/pikers/piker/issues/109
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# XXX: from infinite on downsampling viewable graphics:
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# "one thing i remembered about the binning - if you are
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# picking a range within your timeseries the start and end bin
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@ -27,10 +27,9 @@ from numba import (
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# optional,
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)
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# TODO: for ``numba`` typing..
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# from ._source import numba_ohlc_dtype
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from ._compression import (
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ds_m4,
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)
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from ._m4 import ds_m4
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def xy_downsample(
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@ -36,10 +36,6 @@ from PyQt5.QtGui import (
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)
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from .._profile import pg_profile_enabled, ms_slower_then
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from ._style import hcolor
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# from ._compression import (
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# # ohlc_to_m4_line,
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# ds_m4,
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# )
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from ..log import get_logger
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from .._profile import Profiler
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