feat: Adds better diagnostic of full dipole info

This commit is contained in:
Deepak Mallubhotla 2022-02-06 19:03:04 -06:00
parent c1591c9ce9
commit 34e124b18f
Signed by: deepak
GPG Key ID: BEBAEBF28083E022
3 changed files with 77 additions and 66 deletions

View File

@ -3,6 +3,7 @@ import pdme
from deepdog.bayes_run import DotInput
import datetime
import numpy
from dataclasses import dataclass
import logging
from typing import Sequence, Tuple
import csv
@ -16,6 +17,30 @@ def get_a_result(discretisation, dots, index):
return (index, discretisation.solve_for_index(dots, index))
@dataclass
class SingleDipoleDiagnostic():
model: str
index: Tuple
bounds: Tuple
actual_dipole: OscillatingDipole
result_dipole: OscillatingDipole
success: bool
def __post_init__(self) -> None:
self.p_actual_x = self.actual_dipole.p[0]
self.p_actual_y = self.actual_dipole.p[1]
self.p_actual_z = self.actual_dipole.p[2]
self.s_actual_x = self.actual_dipole.s[0]
self.s_actual_y = self.actual_dipole.s[1]
self.s_actual_z = self.actual_dipole.s[2]
self.p_result_x = self.result_dipole.p[0]
self.p_result_y = self.result_dipole.p[1]
self.p_result_z = self.result_dipole.p[2]
self.s_result_x = self.result_dipole.s[0]
self.s_result_y = self.result_dipole.s[1]
self.s_result_z = self.result_dipole.s[2]
class Diagnostic():
'''
Represents a diagnostic for a single dipole moment given a set of discretisations.
@ -40,10 +65,10 @@ class Diagnostic():
self.discretisations_with_names = discretisations_with_names
self.model_count = len(self.discretisations_with_names)
self.csv_fields = ["model", "index", "bounds", "actual_dipole_moment", "actual_dipole_position", "actual_dipole_freq", "success", "result"]
self.csv_fields = ["model", "index", "bounds", "p_actual_x", "p_actual_y", "p_actual_z", "s_actual_x", "s_actual_y", "s_actual_z", "actual_dipole_freq", "success", "p_result_x", "p_result_y", "p_result_z", "s_result_x", "s_result_y", "s_result_z"]
timestamp = datetime.datetime.now().strftime("%Y%m%d-%H%M%S")
self.filename = f"{timestamp}-{filename_slug}.csv"
self.filename = f"{timestamp}-{filename_slug}.diag.csv"
def go(self):
with open(self.filename, "a", newline="") as outfile:
@ -66,15 +91,7 @@ class Diagnostic():
bounds = discretisation.bounds(idx)
actual_success = result.success and result.cost <= 1e-10
row = {
"model": name,
"index": idx,
"bounds": bounds,
"actual_dipole_moment": self.dipoles.dipoles[0].p,
"actual_dipole_position": self.dipoles.dipoles[0].s,
"actual_dipole_freq": self.dipoles.dipoles[0].w,
"success": actual_success,
"result": result.normalised_x if actual_success else None,
}
diag_row = SingleDipoleDiagnostic(name, idx, bounds, self.dipoles.dipoles[0], discretisation.model.solution_as_dipoles(result.normalised_x), actual_success)
row = vars(diag_row)
_logger.debug(f"Writing result {row}")
writer.writerow(row)

100
poetry.lock generated
View File

@ -30,11 +30,11 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
[[package]]
name = "coverage"
version = "6.2"
version = "6.3.1"
description = "Code coverage measurement for Python"
category = "dev"
optional = false
python-versions = ">=3.6"
python-versions = ">=3.7"
[package.dependencies]
tomli = {version = "*", optional = true, markers = "extra == \"toml\""}
@ -117,7 +117,7 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
[[package]]
name = "pdme"
version = "0.4.1"
version = "0.5.0"
description = "Python dipole model evaluator"
category = "main"
optional = false
@ -248,7 +248,7 @@ python-versions = ">=3.6"
[metadata]
lock-version = "1.1"
python-versions = "^3.8,<3.10"
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content-hash = "783e64d96cac128430eb53d6ccee9c5e5693a6be7670c9b403b3322530c9b0cb"
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View File

@ -6,7 +6,7 @@ authors = ["Deepak Mallubhotla <dmallubhotla+github@gmail.com>"]
[tool.poetry.dependencies]
python = "^3.8,<3.10"
pdme = "^0.4.1"
pdme = "^0.5.0"
[tool.poetry.dev-dependencies]
pytest = ">=6"