2022-04-14T00:20:46,796 Created temporary directory: /tmp/pip-ephem-wheel-cache-wlad2vts 2022-04-14T00:20:46,802 Created temporary directory: /tmp/pip-req-tracker-h_3abaht 2022-04-14T00:20:46,803 Initialized build tracking at /tmp/pip-req-tracker-h_3abaht 2022-04-14T00:20:46,803 Created build tracker: /tmp/pip-req-tracker-h_3abaht 2022-04-14T00:20:46,804 Entered build tracker: /tmp/pip-req-tracker-h_3abaht 2022-04-14T00:20:46,805 Created temporary directory: /tmp/pip-wheel-h2hy43i_ 2022-04-14T00:20:46,873 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2022-04-14T00:20:46,881 2 location(s) to search for versions of mdreg: 2022-04-14T00:20:46,881 * https://pypi.org/simple/mdreg/ 2022-04-14T00:20:46,881 * https://www.piwheels.org/simple/mdreg/ 2022-04-14T00:20:46,883 Fetching project page and analyzing links: https://pypi.org/simple/mdreg/ 2022-04-14T00:20:46,884 Getting page https://pypi.org/simple/mdreg/ 2022-04-14T00:20:46,887 Found index url https://pypi.org/simple 2022-04-14T00:20:46,998 Skipping link: No binaries permitted for mdreg: https://files.pythonhosted.org/packages/bc/10/c83070f17306c03d644c7c76d8859872032edc1fc0df2a97380d4e93d708/mdreg-0.3.0-py3-none-any.whl#sha256=76d01b7c8b72d51decaaa5d64f040e8eb72037e15e17105cf8d1a84546559e46 (from https://pypi.org/simple/mdreg/) (requires-python:>=3.6, <4) 2022-04-14T00:20:47,000 Found link https://files.pythonhosted.org/packages/78/c8/ba73412c97b1eedd387919d54687fb19b22173a3ba98a9a77136320259eb/mdreg-0.3.0.tar.gz#sha256=7dc7854f0140d370e408b03eed00b9a8be51b382bd5ee60a10aea58706a2206b (from https://pypi.org/simple/mdreg/) (requires-python:>=3.6, <4), version: 0.3.0 2022-04-14T00:20:47,000 Skipping link: No binaries permitted for mdreg: https://files.pythonhosted.org/packages/6b/67/cd996be7b682acd1e126cc4e01f6f267fbfff5a7e5fca5c51e065c7b4497/mdreg-0.3.1-py3-none-any.whl#sha256=e3582f07ac52f4ad5b334091e8e595b32bcfb8c67c7e456920bb82eea4ba5ad4 (from https://pypi.org/simple/mdreg/) (requires-python:>=3.6, <4) 2022-04-14T00:20:47,002 Found link https://files.pythonhosted.org/packages/eb/8b/0358e3454beda70f4259a4d86932f6e072225039955f5a20d39144173ede/mdreg-0.3.1.tar.gz#sha256=8f5b490139cbe17e3c0bc07922cd8dbe529740485daf98ed0e594715236837e9 (from https://pypi.org/simple/mdreg/) (requires-python:>=3.6, <4), version: 0.3.1 2022-04-14T00:20:47,003 Skipping link: No binaries permitted for mdreg: https://files.pythonhosted.org/packages/fc/9b/9783352214c7a6c6b4ca4821d04b43431d151dde90c965ca654c5da8ecc8/mdreg-0.3.2-py3-none-any.whl#sha256=504647f71c14d0dd1611f14466fd43510f767b18041043acb863be93cb41e9cb (from https://pypi.org/simple/mdreg/) (requires-python:>=3.6, <4) 2022-04-14T00:20:47,004 Found link https://files.pythonhosted.org/packages/b3/e6/46b6e3e7ea02fa0e9e2e574282003059b2e1a9eff7a6a8190ee5257219ce/mdreg-0.3.2.tar.gz#sha256=6e30d30871384bc54d0471efa57a60e6fc31984dcedaf375996e06e29a65961e (from https://pypi.org/simple/mdreg/) (requires-python:>=3.6, <4), version: 0.3.2 2022-04-14T00:20:47,005 Fetching project page and analyzing links: https://www.piwheels.org/simple/mdreg/ 2022-04-14T00:20:47,006 Getting page https://www.piwheels.org/simple/mdreg/ 2022-04-14T00:20:47,008 Found index url https://www.piwheels.org/simple 2022-04-14T00:20:47,209 Skipping link: not a file: https://www.piwheels.org/simple/mdreg/ 2022-04-14T00:20:47,209 Skipping link: not a file: https://pypi.org/simple/mdreg/ 2022-04-14T00:20:47,243 Given no hashes to check 1 links for project 'mdreg': discarding no candidates 2022-04-14T00:20:47,275 Collecting mdreg==0.3.2 2022-04-14T00:20:47,280 Created temporary directory: /tmp/pip-unpack-br3egsfb 2022-04-14T00:20:47,503 Downloading mdreg-0.3.2.tar.gz (21 kB) 2022-04-14T00:20:47,631 Added mdreg==0.3.2 from https://files.pythonhosted.org/packages/b3/e6/46b6e3e7ea02fa0e9e2e574282003059b2e1a9eff7a6a8190ee5257219ce/mdreg-0.3.2.tar.gz#sha256=6e30d30871384bc54d0471efa57a60e6fc31984dcedaf375996e06e29a65961e to build tracker '/tmp/pip-req-tracker-h_3abaht' 2022-04-14T00:20:47,632 Running setup.py (path:/tmp/pip-wheel-h2hy43i_/mdreg_ccd1662fb9474a6c851fe69c061907ef/setup.py) egg_info for package mdreg 2022-04-14T00:20:47,633 Created temporary directory: /tmp/pip-pip-egg-info-3mm2uhac 2022-04-14T00:20:47,634 Preparing metadata (setup.py): started 2022-04-14T00:20:47,636 Running command python setup.py egg_info 2022-04-14T00:20:49,310 Traceback (most recent call last): 2022-04-14T00:20:49,312 File "", line 36, in 2022-04-14T00:20:49,312 File "", line 34, in 2022-04-14T00:20:49,313 File "/tmp/pip-wheel-h2hy43i_/mdreg_ccd1662fb9474a6c851fe69c061907ef/setup.py", line 13, in 2022-04-14T00:20:49,313 with open('requirements.txt', encoding='utf-8') as f: 2022-04-14T00:20:49,314 FileNotFoundError: [Errno 2] No such file or directory: 'requirements.txt' 2022-04-14T00:20:49,314 # Description 2022-04-14T00:20:49,315 Python implementation of model-based image coregistration 2022-04-14T00:20:49,315 for quantitative medical imaging applications. 2022-04-14T00:20:49,317 The distribution comes with a number of common signal models and uses [ITK-Elastix](https://github.com/InsightSoftwareConsortium/ITKElastix) for deformable image registration. 2022-04-14T00:20:49,318 ## Installation 2022-04-14T00:20:49,318 Run `pip install mdreg`. 2022-04-14T00:20:49,319 ## Example data 2022-04-14T00:20:49,319 Example data in [DICOM format](https://shorturl.at/rwCUV) are provided for testing the setup. 2022-04-14T00:20:49,320 ## How to use 2022-04-14T00:20:49,321 Input data must be image arrays in numpy format, with dimensions `(x,y,z,t)` or `(x,y,t)`. 2022-04-14T00:20:49,321 To perform MDR on an image array `im` with default settings do: 2022-04-14T00:20:49,322 ```python 2022-04-14T00:20:49,322 from mdreg import MDReg 2022-04-14T00:20:49,323 mdr = MDReg() 2022-04-14T00:20:49,324 mdr.set_array(im) 2022-04-14T00:20:49,324 mdr.fit() 2022-04-14T00:20:49,324 ``` 2022-04-14T00:20:49,325 When fitting is complete the motion-corrected data are in `mdr.coreg` in the same dimensions 2022-04-14T00:20:49,326 as the original `im`. The calculated deformation fields in format `(x,y,d,t)` or `(x,y,z,d,t)` 2022-04-14T00:20:49,326 can be found as `mdr.deformation`. The dimension `d` holds `x`, `y` components 2022-04-14T00:20:49,326 of the deformation field, and a third `z` component if the input array is 3D. 2022-04-14T00:20:49,327 The default settings will apply a linear signal model and coregistration 2022-04-14T00:20:49,328 as defined in the elastix parameter file `Bsplines.txt`. 2022-04-14T00:20:49,329 # Customization 2022-04-14T00:20:49,329 MDR can be configured to apply different signal models and elastix coregistration settings. 2022-04-14T00:20:49,330 A number of example models and alternative elastix parameter files are included 2022-04-14T00:20:49,330 in the distribution as templates. 2022-04-14T00:20:49,331 The following example fits a mono-exponential decay, uses a mask `im_mask` for co-registration and applies an elastix parameter file `par_file` optimized for a previous DTI-MRI study: 2022-04-14T00:20:49,332 ```python 2022-04-14T00:20:49,333 from mdreg import MDReg 2022-04-14T00:20:49,333 from mdreg.models import exponential_decay 2022-04-14T00:20:49,334 mdr = MDReg() 2022-04-14T00:20:49,334 mdr.set_array(im) 2022-04-14T00:20:49,335 mdr.set_mask(im_mask) 2022-04-14T00:20:49,335 mdr.signal_model = exponential_decay 2022-04-14T00:20:49,336 mdr.read_elastix(par_file) 2022-04-14T00:20:49,336 mdr.fit() 2022-04-14T00:20:49,336 ``` 2022-04-14T00:20:49,337 `im_mask` must be a binary (0s and 1s) or boolean (Trues and Falses) image array in numpy format with the same dimensions as `im`. 2022-04-14T00:20:49,338 The signal model often depends on fixed constants and signal parameters 2022-04-14T00:20:49,338 such as sequence parameters in MRI, or patient-specific constants. These 2022-04-14T00:20:49,339 should all be grouped in a list and set before running the signal model. 2022-04-14T00:20:49,340 Equally elastix parameters can be fine tuned, either by importing a 2022-04-14T00:20:49,340 dedicated elastix file, or by modifying the settings. 2022-04-14T00:20:49,341 You may also choose if you wish to run the process in multiple cores (`parallel`) and to print the co-registration progress to the terminal plus a text file (`log`) or not. 2022-04-14T00:20:49,342 Then, a number of parameters are available to optimize MDR such as 2022-04-14T00:20:49,342 the precision (stopping criterion) and maximum number of iterations. 2022-04-14T00:20:49,343 Some examples: 2022-04-14T00:20:49,344 ```python 2022-04-14T00:20:49,344 from mdreg import MDReg 2022-04-14T00:20:49,345 from mdreg.models import exponential_decay 2022-04-14T00:20:49,346 t = [0.0, 1.25, 2.50, 3.75] # time points for exponential in sec 2022-04-14T00:20:49,347 mdr = MDReg() 2022-04-14T00:20:49,347 mdr.set_array(im) 2022-04-14T00:20:49,347 mdr.signal_parameters = t 2022-04-14T00:20:49,348 mdr.signal_model = exponential_decay 2022-04-14T00:20:49,348 mdr.set_elastix(MaximumNumberOfIterations = 256) # change defaults 2022-04-14T00:20:49,349 mdr.precision = 0.5 # default = 1 2022-04-14T00:20:49,349 mdr.max_iterations = 3 # default = 5 2022-04-14T00:20:49,349 mdr.parallel = False # default = True 2022-04-14T00:20:49,350 mdr.log = True # default = False 2022-04-14T00:20:49,350 mdr.fit() 2022-04-14T00:20:49,350 ``` 2022-04-14T00:20:49,351 `mdreg` comes with a number of options to 2022-04-14T00:20:49,352 export results and diagnostics: 2022-04-14T00:20:49,352 ```python 2022-04-14T00:20:49,353 mdr.export_unregistered = True # export parameters and fit without registration 2022-04-14T00:20:49,353 mdr.export_path = filepath # default is a results folder in the current working directory 2022-04-14T00:20:49,354 mdr.export() # export results after calling fit. 2022-04-14T00:20:49,354 ``` 2022-04-14T00:20:49,355 This export creates movies of original images, motion corrected images, 2022-04-14T00:20:49,356 modelfits, and maps of the fitted parameters. 2022-04-14T00:20:49,357 # Model fitting without motion correction 2022-04-14T00:20:49,358 `MDReg` also can be used to perform model fitting 2022-04-14T00:20:49,358 without correcting the motion. The following script 2022-04-14T00:20:49,358 fits a linearised exponential model to each pixel and exports data 2022-04-14T00:20:49,359 of model and fit: 2022-04-14T00:20:49,360 ```python 2022-04-14T00:20:49,360 from mdreg import MDReg 2022-04-14T00:20:49,361 from mdreg.models import exponential_decay 2022-04-14T00:20:49,361 mdr = MDReg() 2022-04-14T00:20:49,362 mdr.set_array(im) 2022-04-14T00:20:49,362 mdr.signal_model = linear_exponential_decay 2022-04-14T00:20:49,363 mdr.fit_signal() 2022-04-14T00:20:49,363 mdr.export_data() 2022-04-14T00:20:49,364 mdr.export_fit() 2022-04-14T00:20:49,364 ``` 2022-04-14T00:20:49,365 # Defining new MDR models 2022-04-14T00:20:49,366 A model must be defined as a separate module or class with two required functions `main()` and `pars()`. 2022-04-14T00:20:49,366 `pars()` must return a list of strings specifying the names of the model parameters. 2022-04-14T00:20:49,367 `main(im, const)` performs the pixel based model fitting and has two required arguments. 2022-04-14T00:20:49,367 `im` is a numpy ndarray with dimensions `(x,y,z,t)`, `(x,y,t)` or `(x,t)`. `const` is a list 2022-04-14T00:20:49,368 of any constant model parameters. 2022-04-14T00:20:49,369 The function must return the fit to the model as an numpy ndarray with the same dimensions 2022-04-14T00:20:49,369 as `im`, and an ndarray `pars` with dimensions `(x,y,z,p)`, `(x,y,p)` or `(x,p)`. Here `p` enumerates 2022-04-14T00:20:49,369 the model parameters. 2022-04-14T00:20:49,370 ## Context 2022-04-14T00:20:49,370 `mdreg` was first developed for use in quantitative renal MRI in the iBEAt study, 2022-04-14T00:20:49,371 and validated against group-wise model-free registration 2022-04-14T00:20:49,371 (Tagkalakis F, et al. Model-based motion correction outperforms a model-free method in quantitative renal MRI. Abstract-1383, ISMRM 2021). 2022-04-14T00:20:49,372 ## Acknowledgement 2022-04-14T00:20:49,372 The iBEAt study is part of the BEAt-DKD project. The BEAt-DKD project has received funding from the Innovative Medicines Initiative 2 Joint Undertaking under grant agreement No 115974. This Joint Undertaking receives support from the European Union’s Horizon 2020 research and innovation programme and EFPIA with JDRF. For a full list of BEAt-DKD partners, see www.beat-dkd.eu. 2022-04-14T00:20:49,373 ## Authors 2022-04-14T00:20:49,374 Kanishka Sharma, Joao Almeida e Sousa, Steven Sourbron 2022-04-14T00:20:49,419 ERROR: [present-diagnostic] python setup.py egg_info exited with 1 2022-04-14T00:20:49,465 [bold magenta]full command[/]: [blue]/usr/bin/python3 -c ' 2022-04-14T00:20:49,465 exec(compile('"'"''"'"''"'"' 2022-04-14T00:20:49,465 # This is -- a caller that pip uses to run setup.py 2022-04-14T00:20:49,465 # 2022-04-14T00:20:49,465 # - It imports setuptools before invoking setup.py, to enable projects that directly 2022-04-14T00:20:49,465 # import from `distutils.core` to work with newer packaging standards. 2022-04-14T00:20:49,465 # - It provides a clear error message when setuptools is not installed. 2022-04-14T00:20:49,465 # - It sets `sys.argv[0]` to the underlying `setup.py`, when invoking `setup.py` so 2022-04-14T00:20:49,465 # setuptools doesn'"'"'t think the script is `-c`. This avoids the following warning: 2022-04-14T00:20:49,465 # manifest_maker: standard file '"'"'-c'"'"' not found". 2022-04-14T00:20:49,465 # - It generates a shim setup.py, for handling setup.cfg-only projects. 2022-04-14T00:20:49,465 import os, sys, tokenize 2022-04-14T00:20:49,465 2022-04-14T00:20:49,465 try: 2022-04-14T00:20:49,465 import setuptools 2022-04-14T00:20:49,465 except ImportError as error: 2022-04-14T00:20:49,465 print( 2022-04-14T00:20:49,465 "ERROR: Can not execute `setup.py` since setuptools is not available in " 2022-04-14T00:20:49,465 "the build environment.", 2022-04-14T00:20:49,465 file=sys.stderr, 2022-04-14T00:20:49,465 ) 2022-04-14T00:20:49,465 sys.exit(1) 2022-04-14T00:20:49,465 2022-04-14T00:20:49,465 __file__ = %r 2022-04-14T00:20:49,465 sys.argv[0] = __file__ 2022-04-14T00:20:49,465 2022-04-14T00:20:49,465 if os.path.exists(__file__): 2022-04-14T00:20:49,465 filename = __file__ 2022-04-14T00:20:49,465 with tokenize.open(__file__) as f: 2022-04-14T00:20:49,465 setup_py_code = f.read() 2022-04-14T00:20:49,465 else: 2022-04-14T00:20:49,465 filename = "" 2022-04-14T00:20:49,465 setup_py_code = "from setuptools import setup; setup()" 2022-04-14T00:20:49,465 2022-04-14T00:20:49,465 exec(compile(setup_py_code, filename, "exec")) 2022-04-14T00:20:49,465 '"'"''"'"''"'"' % ('"'"'/tmp/pip-wheel-h2hy43i_/mdreg_ccd1662fb9474a6c851fe69c061907ef/setup.py'"'"',), "", "exec"))' egg_info --egg-base /tmp/pip-pip-egg-info-3mm2uhac[/] 2022-04-14T00:20:49,466 [bold magenta]cwd[/]: /tmp/pip-wheel-h2hy43i_/mdreg_ccd1662fb9474a6c851fe69c061907ef/ 2022-04-14T00:20:49,467 Preparing metadata (setup.py): finished with status 'error' 2022-04-14T00:20:49,469 ERROR: [present-diagnostic] metadata generation failed 2022-04-14T00:20:49,483 Exception information: 2022-04-14T00:20:49,483 Traceback (most recent call last): 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/operations/build/metadata_legacy.py", line 68, in generate_metadata 2022-04-14T00:20:49,483 spinner=spinner, 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/utils/subprocess.py", line 224, in call_subprocess 2022-04-14T00:20:49,483 raise error 2022-04-14T00:20:49,483 pip._internal.exceptions.InstallationSubprocessError: python setup.py egg_info exited with 1 2022-04-14T00:20:49,483 2022-04-14T00:20:49,483 The above exception was the direct cause of the following exception: 2022-04-14T00:20:49,483 2022-04-14T00:20:49,483 Traceback (most recent call last): 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/cli/base_command.py", line 167, in exc_logging_wrapper 2022-04-14T00:20:49,483 status = run_func(*args) 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/cli/req_command.py", line 205, in wrapper 2022-04-14T00:20:49,483 return func(self, options, args) 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/commands/wheel.py", line 145, in run 2022-04-14T00:20:49,483 requirement_set = resolver.resolve(reqs, check_supported_wheels=True) 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/resolution/resolvelib/resolver.py", line 95, in resolve 2022-04-14T00:20:49,483 collected.requirements, max_rounds=try_to_avoid_resolution_too_deep 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_vendor/resolvelib/resolvers.py", line 481, in resolve 2022-04-14T00:20:49,483 state = resolution.resolve(requirements, max_rounds=max_rounds) 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_vendor/resolvelib/resolvers.py", line 348, in resolve 2022-04-14T00:20:49,483 self._add_to_criteria(self.state.criteria, r, parent=None) 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_vendor/resolvelib/resolvers.py", line 172, in _add_to_criteria 2022-04-14T00:20:49,483 if not criterion.candidates: 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_vendor/resolvelib/structs.py", line 151, in __bool__ 2022-04-14T00:20:49,483 return bool(self._sequence) 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/resolution/resolvelib/found_candidates.py", line 155, in __bool__ 2022-04-14T00:20:49,483 return any(self) 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/resolution/resolvelib/found_candidates.py", line 143, in 2022-04-14T00:20:49,483 return (c for c in iterator if id(c) not in self._incompatible_ids) 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/resolution/resolvelib/found_candidates.py", line 47, in _iter_built 2022-04-14T00:20:49,483 candidate = func() 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/resolution/resolvelib/factory.py", line 220, in _make_candidate_from_link 2022-04-14T00:20:49,483 version=version, 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/resolution/resolvelib/candidates.py", line 294, in __init__ 2022-04-14T00:20:49,483 version=version, 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/resolution/resolvelib/candidates.py", line 158, in __init__ 2022-04-14T00:20:49,483 self.dist = self._prepare() 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/resolution/resolvelib/candidates.py", line 227, in _prepare 2022-04-14T00:20:49,483 dist = self._prepare_distribution() 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/resolution/resolvelib/candidates.py", line 299, in _prepare_distribution 2022-04-14T00:20:49,483 return preparer.prepare_linked_requirement(self._ireq, parallel_builds=True) 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/operations/prepare.py", line 487, in prepare_linked_requirement 2022-04-14T00:20:49,483 return self._prepare_linked_requirement(req, parallel_builds) 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/operations/prepare.py", line 560, in _prepare_linked_requirement 2022-04-14T00:20:49,483 self.build_isolation, 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/operations/prepare.py", line 58, in _get_prepared_distribution 2022-04-14T00:20:49,483 abstract_dist.prepare_distribution_metadata(finder, build_isolation) 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/distributions/sdist.py", line 47, in prepare_distribution_metadata 2022-04-14T00:20:49,483 self.req.prepare_metadata() 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/req/req_install.py", line 533, in prepare_metadata 2022-04-14T00:20:49,483 details=details, 2022-04-14T00:20:49,483 File "/usr/local/lib/python3.7/dist-packages/pip/_internal/operations/build/metadata_legacy.py", line 71, in generate_metadata 2022-04-14T00:20:49,483 raise MetadataGenerationFailed(package_details=details) from error 2022-04-14T00:20:49,483 pip._internal.exceptions.MetadataGenerationFailed: metadata generation failed 2022-04-14T00:20:49,505 Removed mdreg==0.3.2 from https://files.pythonhosted.org/packages/b3/e6/46b6e3e7ea02fa0e9e2e574282003059b2e1a9eff7a6a8190ee5257219ce/mdreg-0.3.2.tar.gz#sha256=6e30d30871384bc54d0471efa57a60e6fc31984dcedaf375996e06e29a65961e from build tracker '/tmp/pip-req-tracker-h_3abaht' 2022-04-14T00:20:49,506 Removed build tracker: '/tmp/pip-req-tracker-h_3abaht'