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Merge pull request #297 from ecmwf/feature/irregular_grid_w_new_develop
Feature/irregular grid w new develop
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performance/fdb_slice_many_numbers_timeseries.py

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import pandas as pd
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import pygribjump as gj
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from polytope_feature.datacube.backends.fdb import FDBDatacube
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from polytope_feature.polytope import Polytope, Request
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from polytope_feature.shapes import All, Point, Select
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time1 = time.time()
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# Create a dataarray with 3 labelled axes using different index types
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# config = {"class": "od", "expver": "0001", "levtype": "sfc", "type": "pf"}
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options = {
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"axis_config": [
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{"axis_name": "step", "transformations": [{"name": "type_change", "type": "int"}]},
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Select("class", ["od"]),
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Select("stream", ["enfo"]),
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Select("type", ["pf"]),
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# Select("latitude", [0.035149384216], method="surrounding"),
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Point(["latitude", "longitude"], [[0.04, 0]], method="surrounding"),
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All("number"),
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)

polytope_feature/version.py

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__version__ = "1.0.20"
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__version__ = "1.0.21"

readme.md

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> Leuridan, M., Hawkes, J., Smart, S., Danovaro, E., and Quintino, T., “Polytope: An Algorithm for Efficient Feature Extraction on Hypercubes”, <i>arXiv e-prints</i>, 2023. doi:10.48550/arXiv.2306.11553.
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Other papers in preparation include:
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> Leuridan, M., Bradley, C., Hawkes, J., Quintino, T., and Schultz, M., "Performance Analysis of an Efficient Algorithm for Feature Extraction from Large Scale Meteorological Data Stores".
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## Acknowledgements
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Past and current funding and support for **Polytope** is listed in the adjoining [Acknowledgements](./ACKNOWLEDGEMENTS.rst).

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