Read the Docs build information
Build id: 1661022
Project: icb-scanpy
Version: latest
Commit: 6fa1753e8cdc7ab93f28d46d0e3dc9e8427dd29e
Date: 2023-08-15T12:40:15.568912Z
State: finished
Success: True


[rtd-command-info] start-time: 2023-08-15T12:40:30.662406Z, end-time: 2023-08-15T12:40:33.711568Z, duration: 3, exit-code: 0
git clone --no-single-branch --depth 50 https://github.com/scverse/scanpy.git .
Cloning into '.'...

[rtd-command-info] start-time: 2023-08-15T12:40:34.111357Z, end-time: 2023-08-15T12:40:34.340782Z, duration: 0, exit-code: 0
git checkout --force origin/master
Note: switching to 'origin/master'.

You are in 'detached HEAD' state. You can look around, make experimental
changes and commit them, and you can discard any commits you make in this
state without impacting any branches by switching back to a branch.

If you want to create a new branch to retain commits you create, you may
do so (now or later) by using -c with the switch command. Example:

  git switch -c <new-branch-name>

Or undo this operation with:

  git switch -

Turn off this advice by setting config variable advice.detachedHead to false

HEAD is now at 6fa1753e changed pepy badge (#2618)

[rtd-command-info] start-time: 2023-08-15T12:40:34.677984Z, end-time: 2023-08-15T12:40:34.763944Z, duration: 0, exit-code: 0
git clean -d -f -f


[rtd-command-info] start-time: 2023-08-15T12:40:35.184768Z, end-time: 2023-08-15T12:40:35.246145Z, duration: 0, exit-code: 0
cat .readthedocs.yml
version: 2
build:
  os: ubuntu-20.04
  tools:
    python: '3.11'
sphinx:
  fail_on_warning: true # do not change or you will be fired
  configuration: docs/conf.py
python:
  install:
  - method: pip
    path: .
    extra_requirements:
    - doc
    - leiden

[rtd-command-info] start-time: 2023-08-15T12:40:43.222051Z, end-time: 2023-08-15T12:40:43.314411Z, duration: 0, exit-code: 0
asdf global python 3.11.4


[rtd-command-info] start-time: 2023-08-15T12:40:43.851073Z, end-time: 2023-08-15T12:40:44.829969Z, duration: 0, exit-code: 0
python -mvirtualenv $READTHEDOCS_VIRTUALENV_PATH
created virtual environment CPython3.11.4.final.0-64 in 634ms
  creator CPython3Posix(dest=/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/envs/latest, clear=False, no_vcs_ignore=False, global=False)
  seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/home/docs/.local/share/virtualenv)
    added seed packages: pip==21.2.3, setuptools==57.4.0, wheel==0.37.0
  activators BashActivator,CShellActivator,FishActivator,PowerShellActivator,PythonActivator

[rtd-command-info] start-time: 2023-08-15T12:40:45.096035Z, end-time: 2023-08-15T12:40:56.591784Z, duration: 11, exit-code: 0
python -m pip install --upgrade --no-cache-dir pip setuptools
Requirement already satisfied: pip in /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/envs/latest/lib/python3.11/site-packages (21.2.3)
Collecting pip
  Downloading pip-23.2.1-py3-none-any.whl (2.1 MB)
Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/envs/latest/lib/python3.11/site-packages (57.4.0)
Collecting setuptools
  Downloading setuptools-68.0.0-py3-none-any.whl (804 kB)
Installing collected packages: setuptools, pip
  Attempting uninstall: setuptools
    Found existing installation: setuptools 57.4.0
    Uninstalling setuptools-57.4.0:
      Successfully uninstalled setuptools-57.4.0
  Attempting uninstall: pip
    Found existing installation: pip 21.2.3
    Uninstalling pip-21.2.3:
      Successfully uninstalled pip-21.2.3
Successfully installed pip-23.2.1 setuptools-68.0.0

[rtd-command-info] start-time: 2023-08-15T12:40:56.886584Z, end-time: 2023-08-15T12:41:04.185040Z, duration: 7, exit-code: 0
python -m pip install --upgrade --no-cache-dir pillow mock==1.0.1 alabaster>=0.7,<0.8,!=0.7.5 commonmark==0.9.1 recommonmark==0.5.0 sphinx<2 sphinx-rtd-theme<0.5 readthedocs-sphinx-ext<2.3 jinja2<3.1.0
Collecting pillow
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  Obtaining dependency information for Pygments>=2.0 from https://files.pythonhosted.org/packages/43/88/29adf0b44ba6ac85045e63734ae0997d3c58d8b1a91c914d240828d0d73d/Pygments-2.16.1-py3-none-any.whl.metadata
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Requirement already satisfied: setuptools in /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/envs/latest/lib/python3.11/site-packages (from sphinx<2) (68.0.0)
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INFO: pip is looking at multiple versions of sphinxcontrib-serializinghtml to determine which version is compatible with other requirements. This could take a while.
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Building wheels for collected packages: mock
  Building wheel for mock (setup.py): started
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  Created wheel for mock: filename=mock-1.0.1-py3-none-any.whl size=23753 sha256=e10afe952cc4ccfff319067c5ccdf9cfc4cad1a75753fde6608862af20270868
  Stored in directory: /tmp/pip-ephem-wheel-cache-l4yp20as/wheels/80/c2/c8/630c9eb889f0be0202cb11bf30b47aa54bf7588e8d50b70005
Successfully built mock
Installing collected packages: snowballstemmer, mock, commonmark, urllib3, sphinxcontrib-serializinghtml, six, Pygments, pillow, packaging, MarkupSafe, imagesize, idna, docutils, charset-normalizer, certifi, babel, alabaster, sphinxcontrib-websupport, requests, jinja2, sphinx, readthedocs-sphinx-ext, sphinx-rtd-theme, recommonmark
Successfully installed MarkupSafe-2.1.3 Pygments-2.16.1 alabaster-0.7.13 babel-2.12.1 certifi-2023.7.22 charset-normalizer-3.2.0 commonmark-0.9.1 docutils-0.17.1 idna-3.4 imagesize-1.4.1 jinja2-3.0.3 mock-1.0.1 packaging-23.1 pillow-10.0.0 readthedocs-sphinx-ext-2.2.2 recommonmark-0.5.0 requests-2.31.0 six-1.16.0 snowballstemmer-2.2.0 sphinx-1.8.6 sphinx-rtd-theme-0.4.3 sphinxcontrib-serializinghtml-1.1.5 sphinxcontrib-websupport-1.2.4 urllib3-2.0.4

[rtd-command-info] start-time: 2023-08-15T12:41:04.405031Z, end-time: 2023-08-15T12:42:38.641429Z, duration: 94, exit-code: 0
python -m pip install --upgrade --upgrade-strategy only-if-needed --no-cache-dir .[doc,leiden]
Processing /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Getting requirements to build wheel: started
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  Installing backend dependencies: started
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Collecting anndata>=0.7.4 (from scanpy==1.10.0.dev103+g6fa1753e)
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Building wheels for collected packages: umap-learn, scanpy, session-info, pynndescent
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  Created wheel for umap-learn: filename=umap_learn-0.5.3-py3-none-any.whl size=82813 sha256=3588cf6962ab7258d35a7500de180d9bb819c5c386c1fb9bc45f1ce6081d4578
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  Building wheel for scanpy (pyproject.toml): started
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  Created wheel for scanpy: filename=scanpy-1.10.0.dev103+g6fa1753e-py3-none-any.whl size=11840017 sha256=956bec84ea36c77b202e88e138d635cd7625526cdcd937321f10d576768a6c79
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Successfully built umap-learn scanpy session-info pynndescent
Installing collected packages: webencodings, wcwidth, texttable, pytz, pure-eval, ptyprocess, pickleshare, fastjsonschema, executing, backcall, zipp, tzdata, typing-extensions, traitlets, tqdm, tornado, tinycss2, threadpoolctl, tabulate, stdlib_list, sphinxcontrib-qthelp, sphinxcontrib-jsmath, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, soupsieve, rpds-py, pyzmq, pyyaml, python-dateutil, pyparsing, psutil, prompt-toolkit, platformdirs, pexpect, parso, pandocfilters, numpy, networkx, nest-asyncio, natsort, mistune, mdurl, llvmlite, kiwisolver, jupyterlab-pygments, joblib, igraph, greenlet, fonttools, defusedxml, decorator, debugpy, cycler, click, bleach, attrs, asttokens, accessible-pygments, stack-data, sqlalchemy, sphinx, session-info, scipy, referencing, patsy, pandas, numba, matplotlib-inline, markdown-it-py, leidenalg, jupyter-core, jedi, importlib_metadata, h5py, contourpy, comm, beautifulsoup4, statsmodels, sphinx-design, sphinx-copybutton, sphinx-autodoc-typehints, scikit-learn, scanpydoc, pydata-sphinx-theme, mdit-py-plugins, matplotlib, jupyter-client, jsonschema-specifications, ipython, anndata, sphinxext-opengraph, sphinx-book-theme, seaborn, pynndescent, myst-parser, jsonschema, ipykernel, umap-learn, nbformat, scanpy, nbclient, nbconvert, jupyter-cache, nbsphinx, myst-nb
  Attempting uninstall: sphinx
    Found existing installation: Sphinx 1.8.6
    Uninstalling Sphinx-1.8.6:
      Successfully uninstalled Sphinx-1.8.6
Successfully installed accessible-pygments-0.0.4 anndata-0.9.2 asttokens-2.2.1 attrs-23.1.0 backcall-0.2.0 beautifulsoup4-4.12.2 bleach-6.0.0 click-8.1.6 comm-0.1.4 contourpy-1.1.0 cycler-0.11.0 debugpy-1.6.7.post1 decorator-5.1.1 defusedxml-0.7.1 executing-1.2.0 fastjsonschema-2.18.0 fonttools-4.42.0 greenlet-2.0.2 h5py-3.9.0 igraph-0.10.6 importlib_metadata-6.8.0 ipykernel-6.25.1 ipython-8.14.0 jedi-0.19.0 joblib-1.3.2 jsonschema-4.19.0 jsonschema-specifications-2023.7.1 jupyter-cache-0.6.1 jupyter-client-8.3.0 jupyter-core-5.3.1 jupyterlab-pygments-0.2.2 kiwisolver-1.4.4 leidenalg-0.10.1 llvmlite-0.40.1 markdown-it-py-2.2.0 matplotlib-3.7.2 matplotlib-inline-0.1.6 mdit-py-plugins-0.3.5 mdurl-0.1.2 mistune-3.0.1 myst-nb-0.17.2 myst-parser-0.18.1 natsort-8.4.0 nbclient-0.7.4 nbconvert-7.7.3 nbformat-5.9.2 nbsphinx-0.9.2 nest-asyncio-1.5.7 networkx-3.1 numba-0.57.1 numpy-1.24.4 pandas-2.0.3 pandocfilters-1.5.0 parso-0.8.3 patsy-0.5.3 pexpect-4.8.0 pickleshare-0.7.5 platformdirs-3.10.0 prompt-toolkit-3.0.39 psutil-5.9.5 ptyprocess-0.7.0 pure-eval-0.2.2 pydata-sphinx-theme-0.13.3 pynndescent-0.5.10 pyparsing-3.0.9 python-dateutil-2.8.2 pytz-2023.3 pyyaml-6.0.1 pyzmq-25.1.1 referencing-0.30.2 rpds-py-0.9.2 scanpy-1.10.0.dev103+g6fa1753e scanpydoc-0.9.5 scikit-learn-1.3.0 scipy-1.11.1 seaborn-0.12.2 session-info-1.0.0 soupsieve-2.4.1 sphinx-4.5.0 sphinx-autodoc-typehints-1.19.1 sphinx-book-theme-1.0.1 sphinx-copybutton-0.5.2 sphinx-design-0.4.1 sphinxcontrib-applehelp-1.0.4 sphinxcontrib-devhelp-1.0.2 sphinxcontrib-htmlhelp-2.0.1 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-1.0.3 sphinxext-opengraph-0.8.2 sqlalchemy-2.0.19 stack-data-0.6.2 statsmodels-0.14.0 stdlib_list-0.9.0 tabulate-0.9.0 texttable-1.6.7 threadpoolctl-3.2.0 tinycss2-1.2.1 tornado-6.3.3 tqdm-4.66.1 traitlets-5.9.0 typing-extensions-4.7.1 tzdata-2023.3 umap-learn-0.5.3 wcwidth-0.2.6 webencodings-0.5.1 zipp-3.16.2

[rtd-command-info] start-time: 2023-08-15T12:42:42.158002Z, end-time: 2023-08-15T12:42:42.218456Z, duration: 0, exit-code: 0
cat docs/conf.py
import os
import sys
import importlib.util
import inspect
import re
import subprocess
from pathlib import Path
from datetime import datetime
from typing import Any

import matplotlib  # noqa
from sphinx.application import Sphinx
from packaging.version import parse as parse_version

# Don’t use tkinter agg when importing scanpy → … → matplotlib
matplotlib.use('agg')

HERE = Path(__file__).parent
sys.path[:0] = [str(HERE.parent), str(HERE / 'extensions')]
import scanpy  # noqa


# -- General configuration ------------------------------------------------


nitpicky = True  # Warn about broken links. This is here for a reason: Do not change.
needs_sphinx = '4.0'  # Nicer param docs
suppress_warnings = [
    'ref.citation',
    'myst.header',  # https://github.com/executablebooks/MyST-Parser/issues/262
]

# General information
project = 'Scanpy'
author = 'Scanpy development team'
repository_url = "https://github.com/scverse/scanpy"
copyright = f'{datetime.now():%Y}, the Scanpy development team.'
version = scanpy.__version__.replace('.dirty', '')

# Bumping the version updates all docs, so don't do that
if parse_version(version).is_devrelease:
    parsed = parse_version(version)
    version = f"{parsed.major}.{parsed.minor}.{parsed.micro}.dev"

release = version

# default settings
templates_path = ['_templates']
master_doc = 'index'
default_role = 'literal'
exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store', '**.ipynb_checkpoints']

extensions = [
    'myst_nb',
    'sphinx_copybutton',
    'sphinx.ext.autodoc',
    'sphinx.ext.intersphinx',
    'sphinx.ext.doctest',
    'sphinx.ext.coverage',
    'sphinx.ext.mathjax',
    'sphinx.ext.napoleon',
    'sphinx.ext.autosummary',
    'sphinx.ext.linkcode',
    'sphinx.ext.extlinks',
    'matplotlib.sphinxext.plot_directive',
    'sphinx_autodoc_typehints',  # needs to be after napoleon
    'scanpydoc.autosummary_generate_imported',
    'scanpydoc.definition_list_typed_field',
    'sphinx_design',
    'sphinxext.opengraph',
    *[p.stem for p in (HERE / 'extensions').glob('*.py')],
]

# Generate the API documentation when building
autosummary_generate = True
autodoc_member_order = 'bysource'
# autodoc_default_flags = ['members']
napoleon_google_docstring = False
napoleon_numpy_docstring = True
napoleon_include_init_with_doc = False
napoleon_use_rtype = True  # having a separate entry generally helps readability
napoleon_use_param = True
napoleon_custom_sections = [('Params', 'Parameters')]
todo_include_todos = False
api_dir = HERE / 'api'  # function_images
myst_enable_extensions = [
    "amsmath",
    "colon_fence",
    "deflist",
    "dollarmath",
    "html_image",
    "html_admonition",
]
myst_url_schemes = ("http", "https", "mailto")
nb_output_stderr = "remove"
nb_execution_mode = "off"
nb_merge_streams = True


ogp_site_url = "https://scanpy.readthedocs.io/en/stable/"
ogp_image = "https://scanpy.readthedocs.io/en/stable/_static/Scanpy_Logo_BrightFG.svg"

typehints_defaults = 'braces'

pygments_style = "default"
pygments_dark_style = "native"

intersphinx_mapping = dict(
    anndata=('https://anndata.readthedocs.io/en/stable/', None),
    bbknn=('https://bbknn.readthedocs.io/en/latest/', None),
    cycler=('https://matplotlib.org/cycler/', None),
    h5py=('https://docs.h5py.org/en/stable/', None),
    ipython=('https://ipython.readthedocs.io/en/stable/', None),
    leidenalg=('https://leidenalg.readthedocs.io/en/latest/', None),
    louvain=('https://louvain-igraph.readthedocs.io/en/latest/', None),
    matplotlib=('https://matplotlib.org/stable/', None),
    networkx=('https://networkx.org/documentation/stable/', None),
    numpy=('https://numpy.org/doc/stable/', None),
    pandas=('https://pandas.pydata.org/pandas-docs/stable/', None),
    pytest=('https://docs.pytest.org/en/latest/', None),
    python=('https://docs.python.org/3', None),
    scipy=('https://docs.scipy.org/doc/scipy/', None),
    seaborn=('https://seaborn.pydata.org/', None),
    sklearn=('https://scikit-learn.org/stable/', None),
    tutorials=('https://scanpy-tutorials.readthedocs.io/en/latest/', None),
)


# -- Options for HTML output ----------------------------------------------

html_theme = "sphinx_book_theme"
html_theme_options = {
    "repository_url": repository_url,
    "use_repository_button": True,
}
html_static_path = ['_static']
html_css_files = ["css/override.css"]
html_show_sphinx = False
html_logo = '_static/img/Scanpy_Logo_BrightFG.svg'
html_title = "scanpy"


def setup(app: Sphinx):
    """App setup hook."""
    app.add_config_value(
        "recommonmark_config",
        {
            "auto_toc_tree_section": "Contents",
            "enable_auto_toc_tree": True,
            "enable_math": True,
            "enable_inline_math": False,
            "enable_eval_rst": True,
        },
        True,
    )


# -- Options for other output formats ------------------------------------------

htmlhelp_basename = f'{project}doc'
doc_title = f'{project} Documentation'
latex_documents = [(master_doc, f'{project}.tex', doc_title, author, 'manual')]
man_pages = [(master_doc, project, doc_title, [author], 1)]
texinfo_documents = [
    (
        master_doc,
        project,
        doc_title,
        author,
        project,
        'One line description of project.',
        'Miscellaneous',
    )
]


# -- Suppress link warnings ----------------------------------------------------

qualname_overrides = {
    "sklearn.neighbors._dist_metrics.DistanceMetric": "sklearn.neighbors.DistanceMetric",
    # If the docs are built with an old version of numpy, this will make it work:
    "numpy.random.RandomState": "numpy.random.mtrand.RandomState",
    "scanpy.plotting._matrixplot.MatrixPlot": "scanpy.pl.MatrixPlot",
    "scanpy.plotting._dotplot.DotPlot": "scanpy.pl.DotPlot",
    "scanpy.plotting._stacked_violin.StackedViolin": "scanpy.pl.StackedViolin",
    "pandas.core.series.Series": "pandas.Series",
}

nitpick_ignore = [
    # Will probably be documented
    ('py:class', 'scanpy._settings.Verbosity'),
    # Currently undocumented: https://github.com/mwaskom/seaborn/issues/1810
    ('py:class', 'seaborn.ClusterGrid'),
    # Won’t be documented
    ('py:class', 'scanpy.plotting._utils._AxesSubplot'),
    ('py:class', 'scanpy._utils.Empty'),
    ('py:class', 'numpy.random.mtrand.RandomState'),
    # Will work once scipy 1.8 is released
    ('py:class', 'scipy.sparse.base.spmatrix'),
    ('py:class', 'scipy.sparse.csr.csr_matrix'),
]

# Options for plot examples

plot_include_source = True
plot_formats = [("png", 90)]
plot_html_show_formats = False
plot_html_show_source_link = False
plot_working_directory = HERE.parent  # Project root

# Linkcode config


def git(*args):
    return subprocess.check_output(["git", *args]).strip().decode()


# https://github.com/DisnakeDev/disnake/blob/7853da70b13fcd2978c39c0b7efa59b34d298186/docs/conf.py#L192
# Current git reference. Uses branch/tag name if found, otherwise uses commit hash
git_ref = None
try:
    git_ref = git("name-rev", "--name-only", "--no-undefined", "HEAD")
    git_ref = re.sub(r"^(remotes/[^/]+|tags)/", "", git_ref)
except Exception:
    pass

# (if no name found or relative ref, use commit hash instead)
if not git_ref or re.search(r"[\^~]", git_ref):
    try:
        git_ref = git("rev-parse", "HEAD")
    except Exception:
        git_ref = "master"

# https://github.com/DisnakeDev/disnake/blob/7853da70b13fcd2978c39c0b7efa59b34d298186/docs/conf.py#L192
_module_path = os.path.dirname(importlib.util.find_spec("scanpy").origin)  # type: ignore


def linkcode_resolve(domain, info):
    if domain != "py":
        return None

    try:
        obj: Any = sys.modules[info["module"]]
        for part in info["fullname"].split("."):
            obj = getattr(obj, part)
        obj = inspect.unwrap(obj)

        if isinstance(obj, property):
            obj = inspect.unwrap(obj.fget)  # type: ignore

        path = os.path.relpath(inspect.getsourcefile(obj), start=_module_path)  # type: ignore
        src, lineno = inspect.getsourcelines(obj)
    except Exception:
        return None

    path = f"{path}#L{lineno}-L{lineno + len(src) - 1}"
    return f"{repository_url}/blob/{git_ref}/scanpy/{path}"


# extlinks config
extlinks = {
    "issue": ("https://github.com/scverse/scanpy/issues/%s", "issue%s"),
    "pr": ("https://github.com/scverse/scanpy/pull/%s", "pr%s"),
}




###########################################################################
#          auto-created readthedocs.org specific configuration            #
###########################################################################


#
# The following code was added during an automated build on readthedocs.org
# It is auto created and injected for every build. The result is based on the
# conf.py.tmpl file found in the readthedocs.org codebase:
# https://github.com/rtfd/readthedocs.org/blob/main/readthedocs/doc_builder/templates/doc_builder/conf.py.tmpl
#
# Note: this file shouldn't rely on extra dependencies.

import importlib
import sys
import os.path

# Borrowed from six.
PY3 = sys.version_info[0] == 3
string_types = str if PY3 else basestring

from sphinx import version_info

# Get suffix for proper linking to GitHub
# This is deprecated in Sphinx 1.3+,
# as each page can have its own suffix
if globals().get('source_suffix', False):
    if isinstance(source_suffix, string_types):
        SUFFIX = source_suffix
    elif isinstance(source_suffix, (list, tuple)):
        # Sphinx >= 1.3 supports list/tuple to define multiple suffixes
        SUFFIX = source_suffix[0]
    elif isinstance(source_suffix, dict):
        # Sphinx >= 1.8 supports a mapping dictionary for multiple suffixes
        SUFFIX = list(source_suffix.keys())[0]  # make a ``list()`` for py2/py3 compatibility
    else:
        # default to .rst
        SUFFIX = '.rst'
else:
    SUFFIX = '.rst'

# Add RTD Static Path. Add to the end because it overwrites previous files.
if not 'html_static_path' in globals():
    html_static_path = []
if os.path.exists('_static'):
    html_static_path.append('_static')

# Add RTD Theme only if they aren't overriding it already
using_rtd_theme = (
    (
        'html_theme' in globals() and
        html_theme in ['default'] and
        # Allow people to bail with a hack of having an html_style
        'html_style' not in globals()
    ) or 'html_theme' not in globals()
)
if using_rtd_theme:
    html_theme = 'sphinx_rtd_theme'
    html_style = None
    html_theme_options = {}


# This following legacy behavior will gradually be sliced out until its deprecated and removed.
# Skipped for Sphinx 6+
# Skipped by internal Feature flag SKIP_SPHINX_HTML_THEME_PATH
# Skipped by all new projects since SKIP_SPHINX_HTML_THEME_PATH's introduction (jan 2023)
if (
        using_rtd_theme
        and version_info < (6,0)
        and not False
    ):
    theme = importlib.import_module('sphinx_rtd_theme')
    if 'html_theme_path' in globals():
        html_theme_path.append(theme.get_html_theme_path())
    else:
        html_theme_path = [theme.get_html_theme_path()]

# Define websupport2_base_url and websupport2_static_url
if globals().get('websupport2_base_url', False):
    websupport2_base_url = 'https://readthedocs.com/websupport'
    websupport2_static_url = 'https://assets.readthedocs.com/'


#Add project information to the template context.
context = {
    'using_theme': using_rtd_theme,
    'html_theme': html_theme,
    'current_version': "latest",
    'version_slug': "latest",
    'MEDIA_URL': "https://media.readthedocs.com/media/",
    'STATIC_URL': "https://assets.readthedocs.com/",
    'PRODUCTION_DOMAIN': "readthedocs.com",
    'proxied_static_path': "/_/static/",
    'versions': [
    ("latest", "/en/latest/"),
    ("stable", "/en/stable/"),
    ],
    'downloads': [ 
    ],
    'subprojects': [ 
    ],
    'slug': 'icb-scanpy',
    'name': u'scanpy',
    'rtd_language': u'en',
    'programming_language': u'py',
    'canonical_url': '',
    'analytics_code': 'None',
    'single_version': False,
    'conf_py_path': '/docs/',
    'api_host': 'https://readthedocs.com',
    'github_user': 'scverse',
    'proxied_api_host': '/_',
    'github_repo': 'scanpy',
    'github_version': 'master',
    'display_github': True,
    'bitbucket_user': 'None',
    'bitbucket_repo': 'None',
    'bitbucket_version': 'master',
    'display_bitbucket': False,
    'gitlab_user': 'None',
    'gitlab_repo': 'None',
    'gitlab_version': 'master',
    'display_gitlab': False,
    'READTHEDOCS': True,
    'using_theme': (html_theme == "default"),
    'new_theme': (html_theme == "sphinx_rtd_theme"),
    'source_suffix': SUFFIX,
    'ad_free': False,
    'docsearch_disabled': False,
    'user_analytics_code': '',
    'global_analytics_code': 'UA-17997319-2',
    'commit': '6fa1753e',
}

# For sphinx >=1.8 we can use html_baseurl to set the canonical URL.
# https://www.sphinx-doc.org/en/master/usage/configuration.html#confval-html_baseurl
if version_info >= (1, 8):
    if not globals().get('html_baseurl'):
        html_baseurl = context['canonical_url']
    context['canonical_url'] = None





if 'html_context' in globals():
    for key in context:
        if key not in html_context:
            html_context[key] = context[key]
else:
    html_context = context

# Add custom RTD extension
if 'extensions' in globals():
    # Insert at the beginning because it can interfere
    # with other extensions.
    # See https://github.com/rtfd/readthedocs.org/pull/4054
    extensions.insert(0, "readthedocs_ext.readthedocs")
else:
    extensions = ["readthedocs_ext.readthedocs"]

# Add External version warning banner to the external version documentation
if 'branch' == 'external':
    extensions.insert(1, "readthedocs_ext.external_version_warning")
    readthedocs_vcs_url = 'None'
    readthedocs_build_url = 'https://readthedocs.com/projects/icb-scanpy/builds/1661022/'

project_language = 'en'

# User's Sphinx configurations
language_user = globals().get('language', None)
latex_engine_user = globals().get('latex_engine', None)
latex_elements_user = globals().get('latex_elements', None)

# Remove this once xindy gets installed in Docker image and XINDYOPS
# env variable is supported
# https://github.com/rtfd/readthedocs-docker-images/pull/98
latex_use_xindy = False

chinese = any([
    language_user in ('zh_CN', 'zh_TW'),
    project_language in ('zh_CN', 'zh_TW'),
])

japanese = any([
    language_user == 'ja',
    project_language == 'ja',
])

if chinese:
    latex_engine = latex_engine_user or 'xelatex'

    latex_elements_rtd = {
        'preamble': '\\usepackage[UTF8]{ctex}\n',
    }
    latex_elements = latex_elements_user or latex_elements_rtd
elif japanese:
    latex_engine = latex_engine_user or 'platex'

# Make sure our build directory is always excluded
exclude_patterns = globals().get('exclude_patterns', [])
exclude_patterns.extend(['_build'])

[rtd-command-info] start-time: 2023-08-15T12:42:42.471781Z, end-time: 2023-08-15T12:47:09.650461Z, duration: 267, exit-code: 0
python -m sphinx -T -E -W --keep-going -b html -d _build/doctrees -D language=en . $READTHEDOCS_OUTPUT/html
Running Sphinx v4.5.0
Matplotlib is building the font cache; this may take a moment.
loading translations [en]... done
making output directory... done
myst v0.18.1: MdParserConfig(commonmark_only=False, gfm_only=False, enable_extensions=['amsmath', 'colon_fence', 'deflist', 'dollarmath', 'html_image', 'html_admonition'], disable_syntax=[], all_links_external=False, url_schemes=('http', 'https', 'mailto'), ref_domains=None, highlight_code_blocks=True, number_code_blocks=[], title_to_header=False, heading_anchors=None, heading_slug_func=None, footnote_transition=True, words_per_minute=200, sub_delimiters=('{', '}'), linkify_fuzzy_links=True, dmath_allow_labels=True, dmath_allow_space=True, dmath_allow_digits=True, dmath_double_inline=False, update_mathjax=True, mathjax_classes='tex2jax_process|mathjax_process|math|output_area')
myst-nb v0.17.2: NbParserConfig(custom_formats={}, metadata_key='mystnb', cell_metadata_key='mystnb', kernel_rgx_aliases={}, execution_mode='off', execution_cache_path='', execution_excludepatterns=(), execution_timeout=30, execution_in_temp=False, execution_allow_errors=False, execution_raise_on_error=False, execution_show_tb=False, merge_streams=True, render_plugin='default', remove_code_source=False, remove_code_outputs=False, code_prompt_show='Show code cell {type}', code_prompt_hide='Hide code cell {type}', number_source_lines=False, output_stderr='remove', render_text_lexer='myst-ansi', render_error_lexer='ipythontb', render_image_options={}, render_figure_options={}, render_markdown_format='commonmark', output_folder='build', append_css=True, metadata_to_fm=False)
Using jupyter-cache at: /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/_readthedocs/.jupyter_cache
loading intersphinx inventory from https://anndata.readthedocs.io/en/stable/objects.inv...
loading intersphinx inventory from https://bbknn.readthedocs.io/en/latest/objects.inv...
loading intersphinx inventory from https://matplotlib.org/cycler/objects.inv...
loading intersphinx inventory from https://docs.h5py.org/en/stable/objects.inv...
loading intersphinx inventory from https://ipython.readthedocs.io/en/stable/objects.inv...
loading intersphinx inventory from https://leidenalg.readthedocs.io/en/latest/objects.inv...
loading intersphinx inventory from https://louvain-igraph.readthedocs.io/en/latest/objects.inv...
loading intersphinx inventory from https://matplotlib.org/stable/objects.inv...
loading intersphinx inventory from https://networkx.org/documentation/stable/objects.inv...
loading intersphinx inventory from https://numpy.org/doc/stable/objects.inv...
loading intersphinx inventory from https://pandas.pydata.org/pandas-docs/stable/objects.inv...
loading intersphinx inventory from https://docs.pytest.org/en/latest/objects.inv...
loading intersphinx inventory from https://docs.python.org/3/objects.inv...
loading intersphinx inventory from https://docs.scipy.org/doc/scipy/objects.inv...
loading intersphinx inventory from https://seaborn.pydata.org/objects.inv...
loading intersphinx inventory from https://scikit-learn.org/stable/objects.inv...
loading intersphinx inventory from https://scanpy-tutorials.readthedocs.io/en/latest/objects.inv...
[autosummary] generating autosummary for: _tutorials.md, api/classes.md, api/datasets.md, api/deprecated.md, api/experimental.md, api/get.md, api/index.md, api/metrics.md, api/plotting.md, api/preprocessing.md, ..., release-notes/1.8.0.md, release-notes/1.8.1.md, release-notes/1.8.2.md, release-notes/1.9.0.md, release-notes/1.9.1.md, release-notes/1.9.2.md, release-notes/1.9.3.md, release-notes/1.9.4.md, release-notes/index.md, usage-principles.md
[autosummary] generating autosummary for: /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.DotPlot.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.MatrixPlot.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.StackedViolin.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/scanpy.pl.diffmap.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/scanpy.pl.dpt_groups_pseudotime.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/scanpy.pl.dpt_timeseries.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/scanpy.pl.draw_graph.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/scanpy.pl.embedding.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/scanpy.pl.embedding_density.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/scanpy.pl.filter_genes_dispersion.rst, ..., /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy.tl.louvain.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy.tl.marker_gene_overlap.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy.tl.paga.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy.tl.pca.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy.tl.rank_genes_groups.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy.tl.score_genes.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy.tl.score_genes_cell_cycle.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy.tl.sim.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy.tl.tsne.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy.tl.umap.rst
[autosummary] generating autosummary for: /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.DotPlot.DEFAULT_CATEGORY_HEIGHT.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.DotPlot.DEFAULT_CATEGORY_WIDTH.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.DotPlot.DEFAULT_COLORMAP.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.DotPlot.DEFAULT_COLOR_LEGEND_TITLE.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.DotPlot.DEFAULT_COLOR_ON.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.DotPlot.DEFAULT_DOT_EDGECOLOR.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.DotPlot.DEFAULT_DOT_EDGELW.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.DotPlot.DEFAULT_DOT_MAX.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.DotPlot.DEFAULT_DOT_MIN.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/api/generated/classes/scanpy.pl.DotPlot.DEFAULT_LARGEST_DOT.rst, ..., /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy._settings.ScanpyConfig.file_format_data.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy._settings.ScanpyConfig.file_format_figs.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy._settings.ScanpyConfig.logfile.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy._settings.ScanpyConfig.logpath.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy._settings.ScanpyConfig.max_memory.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy._settings.ScanpyConfig.n_jobs.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy._settings.ScanpyConfig.plot_suffix.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy._settings.ScanpyConfig.set_figure_params.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy._settings.ScanpyConfig.verbosity.rst, /home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/docs/generated/scanpy._settings.ScanpyConfig.writedir.rst
building [mo]: targets for 0 po files that are out of date
building [html]: targets for 78 source files that are out of date
updating environment: [new config] 334 added, 0 changed, 0 removed
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reading sources... [  3%] api/generated/classes/scanpy.pl.DotPlot.DEFAULT_COLOR_ON
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/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/scanpy/plotting/_tools/scatterplots.py:396: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored
  cax = scatter(
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/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/scanpy/plotting/_tools/scatterplots.py:396: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored
  cax = scatter(
/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/scanpy/plotting/_tools/scatterplots.py:396: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored
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/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/envs/latest/lib/python3.11/site-packages/umap/distances.py:1063: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @numba.jit()
/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/envs/latest/lib/python3.11/site-packages/umap/distances.py:1071: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @numba.jit()
/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/envs/latest/lib/python3.11/site-packages/umap/distances.py:1086: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @numba.jit()
/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/envs/latest/lib/python3.11/site-packages/umap/umap_.py:660: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @numba.jit()
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/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/scanpy/plotting/_tools/scatterplots.py:396: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored
  cax = scatter(
/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/scanpy/plotting/_tools/scatterplots.py:396: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored
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WARNING: Default of the method has been changed to 't-test' from 't-test_overestim_var'
WARNING: dendrogram data not found (using key=dendrogram_bulk_labels). Running `sc.tl.dendrogram` with default parameters. For fine tuning it is recommended to run `sc.tl.dendrogram` independently.
/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/scanpy/plotting/_dotplot.py:747: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored
  dot_ax.scatter(x, y, **kwds)
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  dot_ax.scatter(x, y, **kwds)
/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/scanpy/plotting/_dotplot.py:747: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored
  dot_ax.scatter(x, y, **kwds)
/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/scanpy/plotting/_dotplot.py:747: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored
  dot_ax.scatter(x, y, **kwds)
WARNING: Groups are not reordered because the `groupby` categories and the `var_group_labels` are different.
categories: CD4+/CD25 T Reg, CD4+/CD45RA+/CD25- Naive T, CD4+/CD45RO+ Memory, etc.
var_group_labels: T-cell, B-cell, myeloid
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WARNING: Groups are not reordered because the `groupby` categories and the `var_group_labels` are different.
categories: CD4+/CD25 T Reg, CD4+/CD45RA+/CD25- Naive T, CD4+/CD45RO+ Memory, etc.
var_group_labels: T-cell, B-cell, myeloid
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WARNING: dendrogram data not found (using key=dendrogram_bulk_labels). Running `sc.tl.dendrogram` with default parameters. For fine tuning it is recommended to run `sc.tl.dendrogram` independently.
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  cax = scatter(
/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/scanpy/plotting/_tools/scatterplots.py:396: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored
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/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/scanpy/plotting/_dotplot.py:747: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored
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categories: CD4+/CD25 T Reg, CD4+/CD45RA+/CD25- Naive T, CD4+/CD45RO+ Memory, etc.
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/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/scanpy/plotting/_dotplot.py:747: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored
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/home/docs/checkouts/readthedocs.org/user_builds/icb-scanpy/checkouts/latest/scanpy/plotting/_dotplot.py:747: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored
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WARNING: Groups are not reordered because the `groupby` categories and the `var_group_labels` are different.
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WARNING: Groups are not reordered because the `groupby` categories and the `var_group_labels` are different.
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copying static files... done
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dumping object inventory... done
build succeeded.

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