birli 0.18.2

//! Possible choices for polyphase filter bank gains for the MWA.

/// These gains are derived from `MWARX_RRI_PrototypeFilter_512x8.dat` using the method described
/// in this wiki page <https://mwatelescope.atlassian.net/wiki/spaces/MP/pages/24972979/RRI+Receiver+PFB+Filter>
///
/// ```bash
/// python compute_pfb_aliased_bandpass_MWAX.py 0.2
/// ```
pub const PFB_JAKE_2022_200HZ: &[f64] = &[
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    5.00036511286166e-01,
];

/// Oversampled pfb gains for NI and SHAO receivers.
///
/// TODO: link to docco when it's available.
pub const OSPFB_JAKE_2025_200HZ: &[f64] = &[
    9.278_804_771_819_112e-1,
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    9.297_723_662_503_378e-1,
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    9.390_399_123_891_606e-1,
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    9.417_572_414_587_97e-1,
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    9.462_209_135_848_767e-1,
    9.471_038_196_505_934e-1,
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    9.488_597_631_097_382e-1,
    9.497_327_907_093_358e-1,
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    9.672_966_596_535_174e-1,
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    9.696_846_086_423_034e-1,
    9.704_737_988_565_671e-1,
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    9.869_703_585_014_304e-1,
    9.876_806_298_358_095e-1,
    9.883_874_437_181_39e-1,
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    9.911_800_928_400_325e-1,
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    9.932_382_023_885_397e-1,
    9.939_173_029_457_258e-1,
    9.945_929_335_935_403e-1,
    9.952_650_932_708_558e-1,
    9.959_337_809_810_295e-1,
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    9.972_607_368_355_814e-1,
    9.979_190_033_087_469e-1,
    9.985_737_944_722_625e-1,
    9.992_251_096_513_014e-1,
    9.998_729_482_352_662e-1,
    1.000_517_309_677_738_7,
    1.001_158_193_496_428_4,
    1.001_795_599_273_121_8,
    1.002_429_526_653_625_6,
    1.003_059_975_347_712_3,
    1.003_686_945_129_060_4,
    1.004_310_435_835_192_9,
    1.004_930_447_367_42,
    1.005_546_979_690_773,
    1.006_160_032_833_936_2,
    1.006_769_606_889_185_8,
    1.007_375_702_012_314_6,
    1.007_978_318_422_565_2,
    1.008_577_456_402_557,
    1.009_173_116_298_209_6,
    1.009_765_298_518_669_4,
    1.010_354_003_536_230_8,
    1.010_939_231_886_256_5,
    1.011_520_984_167_095_8,
    1.012_099_261_040_002_1,
    1.012_674_063_229_047_2,
    1.013_245_391_521_036_9,
    1.013_813_246_765_420_4,
    1.014_377_629_874_201_3,
    1.014_938_541_821_845_3,
    1.015_495_983_645_187_3,
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    1.016_600_461_377_579_6,
    1.017_147_499_671_28,
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    1.018_231_181_540_303_6,
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    1.019_301_013_075_042_6,
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    1.020_357_006_286_801,
    1.020_879_817_544_04,
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    1.023_442_090_824_058,
    1.023_944_202_172_879_7,
    1.024_442_870_467_336_3,
    1.024_938_097_849_009_7,
    1.025_429_886_519_757_7,
    1.025_918_238_741_587,
    1.026_403_156_836_526_4,
    1.026_884_643_186_496_2,
    1.027_362_700_233_178_2,
    1.027_837_330_477_880_7,
    1.028_308_536_481_407_3,
    1.028_776_320_863_916_7,
    1.029_240_686_304_791_8,
    1.029_701_635_542_493_5,
    1.030_159_171_374_426,
    1.030_613_296_656_791_1,
    1.031_064_014_304_447,
    1.031_511_327_290_761_2,
    1.031_955_238_647_466_9,
    1.032_395_751_464_512_1,
    1.032_832_868_889_912_4,
    1.033_266_594_129_598,
    1.033_696_930_447_262,
    1.034_123_881_164_208_4,
    1.034_547_449_659_194_9,
    1.034_967_639_368_274_7,
    1.035_384_453_784_642_2,
    1.035_797_896_458_469_8,
    1.036_207_970_996_748_4,
    1.036_614_681_063_125_2,
    1.037_018_030_377_739_2,
    1.037_418_022_717_056_4,
    1.037_814_661_913_702_3,
    1.038_207_951_856_294_3,
    1.038_597_896_489_272_8,
    1.038_984_499_812_730_2,
    1.039_367_765_882_236_7,
    1.039_747_698_808_671_8,
    1.040_124_302_758_043_1,
    1.040_497_581_951_316,
    1.040_867_540_664_230_7,
    1.041_234_183_227_128_4,
    1.041_597_514_024_769,
    1.041_957_537_496_149,
    1.042_314_258_134_319_2,
    1.042_667_680_486_201_2,
    1.043_017_809_152_403,
    1.043_364_648_787_030_3,
    1.043_708_204_097_500_3,
    1.044_048_479_844_353_4,
    1.044_385_480_841_059_3,
    1.044_719_211_953_829_8,
    1.045_049_678_101_424_7,
    1.045_376_884_254_956,
    1.045_700_835_437_695_5,
    1.046_021_536_724_878_2,
    1.046_338_993_243_502_5,
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];

/// From <https://github.com/MWATelescope/cotter/blob/0f99a09cb21721666d2ba328ab2257484b4cd183/subbandpassband.cpp#L58>
///
/// "These are subband values coming from an old Levine MWA memo, where they
/// are derived from the poly phase filter coefficients. Nichole Barry mailed
/// me these values: she tested them against the '2013' values above.
/// Initially, these were mirrored, because the 64th sample was unity, instead
/// of the 65th."
#[allow(clippy::excessive_precision)]
pub const PFB_COTTER_2014_10KHZ: &[f64] = &[
    0.5002092286,
    0.5025463233,
    0.5095006003,
    0.5209000511,
    0.5364655027,
    0.5558210624,
    0.578507908,
    0.6040009198,
    0.6317276705,
    0.6610877352,
    0.6914726388,
    0.7222853397,
    0.7529582567,
    0.7829676164,
    0.811847953,
    0.8392006276,
    0.8647014754,
    0.8881031286,
    0.9092359525,
    0.9280049655,
    0.9443854775,
    0.9584152159,
    0.9701859925,
    0.9798348905,
    0.9875338705,
    0.9934801632,
    0.9978861616,
    1.0009717022,
    1.0029560443,
    1.0040506,
    1.0044541097,
    1.0043486497,
    1.0038957138,
    1.0032352887,
    1.0024841158,
    1.0017360425,
    1.0010627468,
    1.0005145298,
    1.0001227353,
    0.9999016844,
    0.9998508036,
    0.9999576333,
    1.0002001147,
    1.0005493174,
    1.0009719327,
    1.0014325423,
    1.0018965935,
    1.0023317792,
    1.0027098934,
    1.003007776,
    1.0032087236,
    1.003302975,
    1.0032879588,
    1.003166914,
    1.0029505018,
    1.0026535597,
    1.0022962373,
    1.0019012075,
    1.001492497,
    1.0010952483,
    1.0007327206,
    1.0004265297,
    1.0001941268,
    1.0000490463,
    1.0,
    1.0000490463,
    1.0001941268,
    1.0004265297,
    1.0007327206,
    1.0010952483,
    1.001492497,
    1.0019012075,
    1.0022962373,
    1.0026535597,
    1.0029505018,
    1.003166914,
    1.0032879588,
    1.003302975,
    1.0032087236,
    1.003007776,
    1.0027098934,
    1.0023317792,
    1.0018965935,
    1.0014325423,
    1.0009719327,
    1.0005493174,
    1.0002001147,
    0.9999576333,
    0.9998508036,
    0.9999016844,
    1.0001227353,
    1.0005145298,
    1.0010627468,
    1.0017360425,
    1.0024841158,
    1.0032352887,
    1.0038957138,
    1.0043486497,
    1.0044541097,
    1.0040506,
    1.0029560443,
    1.0009717022,
    0.9978861616,
    0.9934801632,
    0.9875338705,
    0.9798348905,
    0.9701859925,
    0.9584152159,
    0.9443854775,
    0.9280049655,
    0.9092359525,
    0.8881031286,
    0.8647014754,
    0.8392006276,
    0.811847953,
    0.7829676164,
    0.7529582567,
    0.7222853397,
    0.6914726388,
    0.6610877352,
    0.6317276705,
    0.6040009198,
    0.578507908,
    0.5558210624,
    0.5364655027,
    0.5209000511,
    0.5095006003,
    0.5025463233,
];