Added HypertoroidalFourierFilter

[FlorianPfaff]

No description provided.

[github-actions]

❌MegaLinter analysis: Error

Descriptor	Linter	Files	Fixed	Errors	Warnings	Elapsed time
✅ ACTION	actionlint	5		0	0	0.11s
✅ COPYPASTE	jscpd	yes		no	no	6.61s
✅ JSON	prettier	2	0	0	0	0.57s
✅ JSON	v8r	2		0	0	2.41s
✅ MARKDOWN	markdownlint	1	0	0	0	0.76s
✅ MARKDOWN	markdown-table-formatter	1	0	0	0	0.26s
✅ PYTHON	bandit	245		0	0	3.1s
✅ PYTHON	black	245	2	0	0	5.76s
❌ PYTHON	flake8	245		3	0	1.54s
✅ PYTHON	isort	245	2	0	0	0.49s
✅ PYTHON	mypy	245		0	0	3.73s
❌ PYTHON	pylint	245		7	0	60.64s
❌ PYTHON	ruff	245	2	3	0	0.08s
✅ REPOSITORY	gitleaks	yes		no	no	3.34s
✅ REPOSITORY	git_diff	yes		no	no	0.01s
✅ REPOSITORY	secretlint	yes		no	no	4.78s
✅ REPOSITORY	syft	yes		no	no	1.98s
✅ REPOSITORY	trivy-sbom	yes		no	no	1.1s
✅ REPOSITORY	trufflehog	yes		no	no	12.03s
✅ YAML	prettier	9	1	0	0	0.67s
✅ YAML	v8r	9		0	0	6.52s
✅ YAML	yamllint	9		0	0	0.49s

Detailed Issues

❌ PYTHON / flake8 - 3 errors

pyrecest/filters/hypertoroidal_fourier_filter.py:46:9: F841 local variable 'warnStruct' is assigned to but never used
pyrecest/filters/hypertoroidal_fourier_filter.py:51:57: F821 undefined name 'CPredictedId'
pyrecest/filters/hypertoroidal_fourier_filter.py:53:57: F821 undefined name 'CPredictedId'

❌ PYTHON / pylint - 7 errors

************* Module pyrecest.filters.hypertoroidal_fourier_filter
pyrecest/filters/hypertoroidal_fourier_filter.py:5:0: E0401: Unable to import 'pyrecest.distributions.hypertorus.hypertoroidal_fourier_distribution' (import-error)
pyrecest/filters/hypertoroidal_fourier_filter.py:5:0: E0611: No name 'hypertoroidal_fourier_distribution' in module 'pyrecest.distributions.hypertorus' (no-name-in-module)
pyrecest/filters/hypertoroidal_fourier_filter.py:9:4: W0231: __init__ method from base class 'AbstractHypertoroidalFilter' is not called (super-init-not-called)
pyrecest/filters/hypertoroidal_fourier_filter.py:11:12: E0110: Abstract class 'HypertoroidalUniformDistribution' with abstract methods instantiated (abstract-class-instantiated)
pyrecest/filters/hypertoroidal_fourier_filter.py:42:56: E0602: Undefined variable 'CPredictedId' (undefined-variable)
pyrecest/filters/hypertoroidal_fourier_filter.py:44:56: E0602: Undefined variable 'CPredictedId' (undefined-variable)
pyrecest/filters/hypertoroidal_fourier_filter.py:37:8: W0612: Unused variable 'warnStruct' (unused-variable)

-----------------------------------
Your code has been rated at 9.97/10

❌ PYTHON / ruff - 3 errors

F841 Local variable `warnStruct` is assigned to but never used
  --> pyrecest/filters/hypertoroidal_fourier_filter.py:47:9
   |
45 |     def predictNonlinearViaTransitionDensity(self, fTrans, truncateJointSqrt=True):
46 |         dimC = np.shape(self.hfd.C)
47 |         warnStruct = warnings.catch_warnings()
   |         ^^^^^^^^^^
48 |         warnings.simplefilter("ignore")
49 |         # rest of the method body...
   |
help: Remove assignment to unused variable `warnStruct`

F821 Undefined name `CPredictedId`
  --> pyrecest/filters/hypertoroidal_fourier_filter.py:52:57
   |
50 |         if self.hfd.transformation == "identity" or not truncateJointSqrt:
51 |             warnings.resetwarnings()
52 |             self.hfd = HypertoroidalFourierDistribution(CPredictedId, "identity")
   |                                                         ^^^^^^^^^^^^
53 |         else:
54 |             self.hfd = HypertoroidalFourierDistribution(CPredictedId, "identity")
   |

F821 Undefined name `CPredictedId`
  --> pyrecest/filters/hypertoroidal_fourier_filter.py:54:57
   |
52 |             self.hfd = HypertoroidalFourierDistribution(CPredictedId, "identity")
53 |         else:
54 |             self.hfd = HypertoroidalFourierDistribution(CPredictedId, "identity")
   |                                                         ^^^^^^^^^^^^
55 |             warnings.resetwarnings()
   |

Found 3 errors.
No fixes available (1 hidden fix can be enabled with the `--unsafe-fixes` option).

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[github-actions]

Test Results

    9 files      9 suites   1h 52m 27s ⏱️
  449 tests   449 ✅   0 💤 0 ❌
4 200 runs  3 519 ✅ 681 💤 0 ❌

Results for commit 99a0975.

♻️ This comment has been updated with latest results.