diff --git a/.black b/.black
new file mode 100644
index 0000000..aedc909
--- /dev/null
+++ b/.black
@@ -0,0 +1,17 @@
+target-version = ['py310']
+exclude = '''
+(
+  /(
+    \.eggs
+    | \.git
+    | \.mypy_cache
+    | \.tox
+    | \.venv
+    | _build
+    | build
+    | dist
+    | docs
+    | .history
+  )/
+)
+'''
diff --git a/.codecov.yaml b/.codecov.yaml
index bd2cef3..8fe09b7 100644
--- a/.codecov.yaml
+++ b/.codecov.yaml
@@ -4,3 +4,8 @@ coverage:
     project:
       default:
         threshold: 0.2%
+
+codecov:
+  require_ci_to_pass: false
+  notify:
+    wait_for_ci: true
diff --git a/.codespellrc b/.codespellrc
new file mode 100644
index 0000000..cf3fcbe
--- /dev/null
+++ b/.codespellrc
@@ -0,0 +1,15 @@
+[codespell]
+skip = *.asdf,*.fits,*.fts,*.header,*.json,*.xsh,*cache*,*egg*,*extern*,.git,.idea,.tox,_build,*truncated,*.svg,.asv_env,.history
+ignore-words-list =
+    afile,
+    alog,
+    nd,
+    nin,
+    observ,
+    ot,
+    precess
+    precessed,
+    requestor,
+    sav,
+    te,
+    upto,
diff --git a/.coveragerc b/.coveragerc
new file mode 100644
index 0000000..6e20457
--- /dev/null
+++ b/.coveragerc
@@ -0,0 +1,30 @@
+[run]
+omit =
+  drms/conftest.py
+  drms/*setup_package*
+  drms/extern/*
+  drms/version*
+  */drms/conftest.py
+  */drms/*setup_package*
+  */drms/extern/*
+  */drms/version*
+
+[report]
+exclude_lines =
+  # Have to re-enable the standard pragma
+  pragma: no cover
+  # Don't complain about packages we have installed
+  except ImportError
+  # Don't complain if tests don't hit assertions
+  raise AssertionError
+  raise NotImplementedError
+  # Don't complain about script hooks
+  def main(.*):
+  # Ignore branches that don't pertain to this version of Python
+  pragma: py{ignore_python_version}
+  # Don't complain about IPython completion helper
+  def _ipython_key_completions_
+  # typing.TYPE_CHECKING is False at runtime
+  if TYPE_CHECKING:
+  # Ignore typing overloads
+  @overload
diff --git a/.cruft.json b/.cruft.json
new file mode 100644
index 0000000..3874a52
--- /dev/null
+++ b/.cruft.json
@@ -0,0 +1,31 @@
+{
+  "template": "https://github.com/sunpy/package-template",
+  "commit": "c0e51ac3283d88346534da0aac441f37f624b283",
+  "checkout": null,
+  "context": {
+    "cookiecutter": {
+      "package_name": "drms",
+      "module_name": "drms",
+      "short_description": "Access HMI, AIA and MDI data from the Standford JSOC DRMS",
+      "author_name": "The SunPy Community",
+      "author_email": "sunpy@googlegroups.com",
+      "project_url": "https://sunpy.org",
+      "license": "BSD 2-Clause",
+      "minimum_python_version": "3.10",
+      "use_compiled_extensions": "n",
+      "enable_dynamic_dev_versions": "y",
+      "include_example_code": "n",
+      "include_cruft_update_github_workflow": "y",
+      "_sphinx_theme": "alabaster",
+      "_parent_project": "",
+      "_install_requires": "",
+      "_copy_without_render": [
+        "docs/_templates",
+        "docs/_static",
+        ".github/workflows/sub_package_update.yml"
+      ],
+      "_template": "https://github.com/sunpy/package-template"
+    }
+  },
+  "directory": null
+}
diff --git a/.flake8 b/.flake8
new file mode 100644
index 0000000..a0f9eab
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,27 @@
+[flake8]
+ignore =
+    # missing-whitespace-around-operator
+    E225
+    # missing-whitespace-around-arithmetic-operator
+    E226
+    # line-too-long
+    E501
+    # unused-import
+    F401
+    # undefined-local-with-import-star
+    F403
+    # redefined-while-unused
+    F811
+    # Line break occurred before a binary operator
+    W503,
+    # Line break occurred after a binary operator
+    W504
+max-line-length = 110
+exclude =
+    .git
+    __pycache__
+    docs/conf.py
+    build
+    drms/__init__.py
+rst-directives =
+    plot
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 34344fb..e755edb 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -12,6 +12,7 @@ on:
       - '!*pre*'
       - '!*post*'
   pull_request:
+  # Allow manual runs through the web UI
   workflow_dispatch:
   schedule:
     #        ┌───────── minute (0 - 59)
@@ -35,9 +36,23 @@ jobs:
       posargs: -n auto
       envs: |
         - linux: py312
+    secrets:
+      CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+  sdist_verify:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+      - run: python -m pip install -U --user build
+      - run: python -m build . --sdist
+      - run: python -m pip install -U --user twine
+      - run: python -m twine check dist/*
 
   test:
-    needs: [core]
+    needs: [core, sdist_verify]
     uses: OpenAstronomy/github-actions-workflows/.github/workflows/tox.yml@main
     with:
       submodules: false
@@ -48,14 +63,16 @@ jobs:
         - windows: py10
         - macos: py311
         - linux: py310-oldestdeps
+    secrets:
+      CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
 
   docs:
     needs: [core]
     uses: OpenAstronomy/github-actions-workflows/.github/workflows/tox.yml@main
     with:
+      default_python: '3.12'
       submodules: false
       pytest: false
-      default_python: '3.12'
       toxdeps: "tox-pypi-filter"
       libraries: |
         apt:
@@ -64,10 +81,9 @@ jobs:
         - linux: build_docs
 
   online:
-    if: "!startsWith(github.event.ref, 'refs/tags/v')"
-    needs: [docs]
     uses: OpenAstronomy/github-actions-workflows/.github/workflows/tox.yml@main
     with:
+      default_python: '3.12'
       submodules: false
       coverage: codecov
       toxdeps: "tox-pypi-filter"
@@ -75,21 +91,23 @@ jobs:
       envs: |
         - linux: py312-online
         - linux: py312-sunpy
+    secrets:
+      CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
 
   publish:
-    # Build wheels when pushing to any branch
-    # publish_pure_python.yml will only publish if tagged ^v.*
+    # Build wheels on PRs only when labelled. Releases will only be published if tagged ^v.*
+    # see https://github-actions-workflows.openastronomy.org/en/latest/publish.html#upload-to-pypi
     if: |
+      github.event_name != 'pull_request' ||
       (
-        github.event_name != 'pull_request'
-      ) || (
         github.event_name == 'pull_request' &&
         contains(github.event.pull_request.labels.*.name, 'Run publish')
       )
-    needs: [test]
+    needs: [test, docs]
     uses: OpenAstronomy/github-actions-workflows/.github/workflows/publish_pure_python.yml@main
     with:
-      test_extras: 'dev'
+      python-version: '3.12'
+      test_extras: 'tests'
       test_command: 'pytest -p no:warnings --doctest-rst --pyargs drms'
       submodules: false
     secrets:
diff --git a/.github/workflows/sub_package_update.yml b/.github/workflows/sub_package_update.yml
new file mode 100644
index 0000000..7455847
--- /dev/null
+++ b/.github/workflows/sub_package_update.yml
@@ -0,0 +1,79 @@
+# This template is taken from the cruft example code, for further information please see:
+# https://cruft.github.io/cruft/#automating-updates-with-github-actions
+name: Automatic Update from package template
+permissions:
+    contents: write
+    pull-requests: write
+
+on:
+  # Allow manual runs through the web UI
+  workflow_dispatch:
+  schedule:
+    #        ┌───────── minute (0 - 59)
+    #        │ ┌───────── hour (0 - 23)
+    #        │ │ ┌───────── day of the month (1 - 31)
+    #        │ │ │ ┌───────── month (1 - 12 or JAN-DEC)
+    #        │ │ │ │ ┌───────── day of the week (0 - 6 or SUN-SAT)
+    - cron: '0 7 * * 1'  # Every Monday at 7am UTC
+
+jobs:
+  update:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: true
+      matrix:
+        include:
+          - add-paths: .
+            body: apply the changes to this repo.
+            branch: cruft/update
+            commit-message: "Automatic package template update"
+            title: Updates from the package template
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.11"
+
+      - name: Install Cruft
+        run: python -m pip install git+https://github.com/Cadair/cruft@patch-p1
+
+      - name: Check if update is available
+        continue-on-error: false
+        id: check
+        run: |
+          CHANGES=0
+          if [ -f .cruft.json ]; then
+            if ! cruft check; then
+              CHANGES=1
+            fi
+          else
+            echo "No .cruft.json file"
+          fi
+
+          echo "has_changes=$CHANGES" >> "$GITHUB_OUTPUT"
+
+      - name: Run update if available
+        if: steps.check.outputs.has_changes == '1'
+        run: |
+          git config --global user.email "${{ github.actor }}@users.noreply.github.com"
+          git config --global user.name "${{ github.actor }}"
+
+          cruft update --skip-apply-ask --refresh-private-variables
+          git restore --staged .
+
+      - name: Create pull request
+        if: steps.check.outputs.has_changes == '1'
+        uses: peter-evans/create-pull-request@v7
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          add-paths: ${{ matrix.add-paths }}
+          commit-message: ${{ matrix.commit-message }}
+          branch: ${{ matrix.branch }}
+          delete-branch: true
+          branch-suffix: timestamp
+          title: ${{ matrix.title }}
+          body: |
+            This is an autogenerated PR, which will ${{ matrix.body }}.
+            [Cruft](https://cruft.github.io/cruft/) has detected updates from the Package Template
diff --git a/.gitignore b/.gitignore
index 6a2621c..110d24e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -24,11 +24,12 @@ parts/
 sdist/
 var/
 wheels/
+share/python-wheels/
 *.egg-info/
 .installed.cfg
 *.egg
 MANIFEST
-
+drms/_version.py
 # PyInstaller
 #  Usually these files are written by a python script from a template
 #  before PyInstaller builds the exe, so as to inject date/other infos into it.
@@ -42,15 +43,17 @@ pip-delete-this-directory.txt
 # Unit test / coverage reports
 htmlcov/
 .tox/
+.nox/
 .coverage
 .coverage.*
 .cache
 nosetests.xml
 coverage.xml
 *.cover
+*.py,cover
 .hypothesis/
 .pytest_cache/
-junit/
+cover/
 
 # Translations
 *.mo
@@ -60,6 +63,7 @@ junit/
 *.log
 local_settings.py
 db.sqlite3
+db.sqlite3-journal
 
 # Flask stuff:
 instance/
@@ -70,18 +74,47 @@ instance/
 
 # Sphinx documentation
 docs/_build/
+# automodapi
+docs/api
+docs/sg_execution_times.rst
 
 # PyBuilder
+.pybuilder/
 target/
 
 # Jupyter Notebook
 .ipynb_checkpoints
 
-# pyenv
-.python-version
+# IPython
+profile_default/
+ipython_config.py
 
-# celery beat schedule file
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
 celerybeat-schedule
+celerybeat.pid
 
 # SageMath parsed files
 *.sage.py
@@ -95,10 +128,6 @@ ENV/
 env.bak/
 venv.bak/
 
-# Spyder project settings
-.spyderproject
-.spyproject
-
 # Rope project settings
 .ropeproject
 
@@ -108,8 +137,22 @@ venv.bak/
 # mypy
 .mypy_cache/
 
-### https://raw.github.com/github/gitignore/master/Global/OSX.gitignore
+# Pyre type checker
+.pyre/
+
+# IDE
+# PyCharm
+.idea
+
+# Spyder project settings
+.spyderproject
+.spyproject
 
+### VScode: https://raw.githubusercontent.com/github/gitignore/master/Global/VisualStudioCode.gitignore
+.vscode/*
+.vs/*
+
+### https://raw.github.com/github/gitignore/master/Global/OSX.gitignore
 .DS_Store
 .AppleDouble
 .LSOverride
@@ -117,7 +160,6 @@ venv.bak/
 # Icon must ends with two \r.
 Icon
 
-
 # Thumbnails
 ._*
 
@@ -126,7 +168,6 @@ Icon
 .Trashes
 
 ### Linux: https://raw.githubusercontent.com/github/gitignore/master/Global/Linux.gitignore
-
 *~
 
 # temporary files which can be created if a process still has a handle open of a deleted file
@@ -141,7 +182,8 @@ Icon
 # .nfs files are created when an open file is removed but is still being accessed
 .nfs*
 
-### MacOS: https://raw.githubusercontent.com/github/gitignore/master/Global/macOS.gitignore
+# pytype static type analyzer
+.pytype/
 
 # General
 .DS_Store
@@ -197,11 +239,7 @@ $RECYCLE.BIN/
 # Windows shortcuts
 *.lnk
 
-### VScode: https://raw.githubusercontent.com/github/gitignore/master/Global/VisualStudioCode.gitignore
-.vscode/*
-.vs/*
-
-### Extra Python Items and DRMS Specific
+### Extra Python Items and SunPy Specific
 .hypothesis
 .pytest_cache
 docs/_build
@@ -215,9 +253,6 @@ examples/jsoc.stanford.edu/
 jsoc.stanford.edu/
 docs/sg_execution_times.rst
 
-### Pycharm(?)
-.idea
-
 # Release script
 .github_cache
 
@@ -225,3 +260,10 @@ docs/sg_execution_times.rst
 .history
 *.orig
 .tmp
+node_modules/
+package-lock.json
+package.json
+.prettierrc
+
+# Log files generated by 'vagrant up'
+*.log
diff --git a/.isort.cfg b/.isort.cfg
new file mode 100644
index 0000000..62e8c62
--- /dev/null
+++ b/.isort.cfg
@@ -0,0 +1,16 @@
+[settings]
+balanced_wrapping = true
+skip =
+    docs/conf.py
+    drms/__init__.py
+default_section = THIRDPARTY
+include_trailing_comma = true
+known_astropy = astropy, asdf
+known_sunpy = sunpy
+known_first_party = drms
+length_sort = false
+length_sort_sections = stdlib
+line_length = 110
+multi_line_output = 3
+no_lines_before = LOCALFOLDER
+sections = STDLIB, THIRDPARTY, ASTROPY, SUNPY, FIRSTPARTY, LOCALFOLDER
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 70be7a3..d3ad645 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,49 +1,34 @@
 repos:
-  - repo: https://github.com/PyCQA/docformatter
-    rev: v1.7.5
-    hooks:
-      - id: docformatter
-        args: [--in-place, --pre-summary-newline, --make-summary-multi]
-  - repo: https://github.com/PyCQA/autoflake
-    rev: v2.3.1
-    hooks:
-      - id: autoflake
-        args: ['--in-place', '--remove-all-unused-imports', '--remove-unused-variable']
-        exclude: ".*(.fits|.fts|.fit|.txt|tca.*|extern.*|.rst|.md|docs/conf.py)$"
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: 'v0.5.0'
+    rev: "v0.6.4"
     hooks:
       - id: ruff
         args: ['--fix', '--unsafe-fixes']
-  -   repo: https://github.com/psf/black
-      rev: 24.4.2
-      hooks:
-      - id: black
-        exclude: ".*(.fits|.fts|.fit|.txt|.csv)$"
+      - id: ruff-format
   -   repo: https://github.com/PyCQA/isort
       rev: 5.13.2
       hooks:
       - id: isort
         exclude: ".*(.fits|.fts|.fit|.txt|.csv)$"
-  -   repo: https://github.com/pre-commit/pre-commit-hooks
-      rev: v4.6.0
-      hooks:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v5.0.0
+    hooks:
       - id: check-ast
       - id: check-case-conflict
       - id: trailing-whitespace
-        exclude: ".*(.fits|.fts|.fit|.txt|.csv)$"
-      - id: mixed-line-ending
-        exclude: ".*(.fits|.fts|.fit|.txt|.csv)$"
-      - id: end-of-file-fixer
-        exclude: ".*(.fits|.fts|.fit|.txt|.csv)$"
+        exclude: ".*(.fits|.fts|.fit|.header|.txt)$"
       - id: check-yaml
       - id: debug-statements
+      - id: check-added-large-files
+        args: ["--enforce-all", "--maxkb=1054"]
+      - id: end-of-file-fixer
+        exclude: ".*(.fits|.fts|.fit|.header|.txt|tca.*|.json)$|^CITATION.rst$"
+      - id: mixed-line-ending
+        exclude: ".*(.fits|.fts|.fit|.header|.txt|tca.*)$"
   - repo: https://github.com/codespell-project/codespell
     rev: v2.3.0
     hooks:
       - id: codespell
-        additional_dependencies:
-          - tomli
 ci:
   autofix_prs: false
   autoupdate_schedule: "quarterly"
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 0000000..3d9312d
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,29 @@
+version: 2
+
+build:
+  os: ubuntu-lts-latest
+  tools:
+    python: "mambaforge-latest"
+  jobs:
+    post_checkout:
+      - git fetch --unshallow || true
+    pre_install:
+      - git update-index --assume-unchanged .rtd-environment.yml docs/conf.py
+
+conda:
+  environment: .rtd-environment.yml
+
+sphinx:
+  builder: html
+  configuration: docs/conf.py
+  fail_on_warning: false
+
+formats:
+  - htmlzip
+
+python:
+  install:
+    - method: pip
+      extra_requirements:
+        - docs
+      path: .
diff --git a/.rtd-environment.yml b/.rtd-environment.yml
new file mode 100644
index 0000000..770b614
--- /dev/null
+++ b/.rtd-environment.yml
@@ -0,0 +1,7 @@
+name: drms
+channels:
+  - conda-forge
+dependencies:
+  - python=3.12
+  - pip
+  - graphviz!=2.42.*,!=2.43.*
diff --git a/.ruff.toml b/.ruff.toml
new file mode 100644
index 0000000..707968c
--- /dev/null
+++ b/.ruff.toml
@@ -0,0 +1,87 @@
+target-version = "py310"
+line-length = 120
+exclude = [
+  "drms/version.py",
+  ".git,",
+  "__pycache__",
+  "__pypackages__",
+  "_build",
+  ".bzr",
+  ".direnv",
+  ".eggs",
+  ".git-rewrite",
+  ".git",
+  ".hg",
+  ".mypy_cache",
+  ".nox",
+  ".pants.d",
+  ".pytype",
+  ".ruff_cache",
+  ".svn",
+  ".tox",
+  ".venv",
+  "buck-out",
+  "build",
+  "dist",
+  "node_modules",
+  "paper/create_joss_figure.py",
+  "tools/**",
+  "venv",
+]
+
+[lint]
+select = [
+       "E",
+       "F",
+       "W",
+       "UP",
+       "PT",
+       "RET",
+       "TID",
+       "PLE",
+       "NPY",
+       "RUF",
+       "PGH",
+       "PTH",
+       "BLE",
+       "FBT",
+       "B",
+       "A",
+       "C4",
+       "T20",
+       "RSE",
+       "ERA",
+]
+extend-ignore = [
+  # pycodestyle (E, W)
+  "E501", # LineTooLong                             # TODO! fix
+  # pytest (PT)
+  "PT001", # Always use pytest.fixture()
+  "PT004", # Fixtures which don't return anything should have leading _
+  "PT007", # Parametrize should be lists of tuples  # TODO! fix
+  "PT011", # Too broad exception assert             # TODO! fix
+  "PT023", # Always use () on pytest decorators
+]
+
+[lint.per-file-ignores]
+# Part of configuration, not a package.
+"setup.py" = ["INP001"]
+"conftest.py" = ["INP001"]
+"docs/conf.py" = [
+  "E402"  # Module imports not at top of file
+]
+"docs/*.py" = [
+  "INP001",  # Implicit-namespace-package. The examples are not a package.
+]
+"__init__.py" = ["E402", "F401", "F403"]
+"test_*.py" = ["B011", "D", "E402", "PGH001", "S101"]
+"examples/*.py" = [
+  "T201",
+  # We need print in our examples
+]
+"examples/plot_hmi_modes.py" = [
+  "E741", # Ambiguous variable name
+]
+
+[lint.pydocstyle]
+convention = "numpy"
diff --git a/MANIFEST.in b/MANIFEST.in
index 153dcb8..ab1f5d3 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,3 +1,11 @@
-prune paper
-# This subpackage is only used in development checkouts and should not be included in built tarballs
+# Exclude specific files
+# All files which are tracked by git and not explicitly excluded here are included by setuptools_scm
+# Prune folders
+prune build
+prune docs/_build
+prune docs/api
+global-exclude *.pyc *.o
+
+# This subpackage is only used in development checkouts
+# and should not be included in built tarballs
 prune drms/_dev
diff --git a/README.rst b/README.rst
index ead1987..4532d91 100644
--- a/README.rst
+++ b/README.rst
@@ -2,6 +2,8 @@
 drms
 ====
 
+Access HMI, AIA and MDI data from the Standford JSOC DRMS.
+
 `Docs <https://docs.sunpy.org/projects/drms/>`__ |
 `Tutorial <https://docs.sunpy.org/projects/drms/en/latest/tutorial.html>`__ |
 `Github <https://github.com/sunpy/drms>`__ |
@@ -26,12 +28,46 @@ For more information or to ask questions about ``drms``, check out:
 - `drms Documentation <https://docs.sunpy.org/projects/drms/en/latest/>`__
 - `SunPy Chat <https://app.element.io/#/room/#sunpy:openastronomy.org>`__
 
+License
+-------
+
+This project is Copyright (c) The SunPy Community and licensed under
+the terms of the BSD 2-Clause license. This package is based upon
+the `Openastronomy packaging guide <https://github.com/OpenAstronomy/packaging-guide>`_
+which is licensed under the BSD 3-clause licence. See the licenses folder for
+more information.
+
 Contributing
 ------------
 
-If you would like to get involved, read our `Newcomers' guide <https://docs.sunpy.org/en/latest/dev_guide/newcomers.html>`__.
-
-Help is always welcome so let us know what you like to work on, or check out the `issues page <https://github.com/sunpy/drms/issues>`__ for a list of known outstanding items.
+We love contributions! drms is open source,
+built on open source, and we'd love to have you hang out in our community.
+
+**Imposter syndrome disclaimer**: We want your help. No, really.
+
+There may be a little voice inside your head that is telling you that you're not
+ready to be an open source contributor; that your skills aren't nearly good
+enough to contribute. What could you possibly offer a project like this one?
+
+We assure you - the little voice in your head is wrong. If you can write code at
+all, you can contribute code to open source. Contributing to open source
+projects is a fantastic way to advance one's coding skills. Writing perfect code
+isn't the measure of a good developer (that would disqualify all of us!); it's
+trying to create something, making mistakes, and learning from those
+mistakes. That's how we all improve, and we are happy to help others learn.
+
+Being an open source contributor doesn't just mean writing code, either. You can
+help out by writing documentation, tests, or even giving feedback about the
+project (and yes - that includes giving feedback about the contribution
+process). Some of these contributions may be the most valuable to the project as
+a whole, because you're coming to the project with fresh eyes, so you can see
+the errors and assumptions that seasoned contributors have glossed over.
+
+Note: This disclaimer was originally written by
+`Adrienne Lowe <https://github.com/adriennefriend>`_ for a
+`PyCon talk <https://www.youtube.com/watch?v=6Uj746j9Heo>`_, and was adapted by
+drms based on its use in the README file for the
+`MetPy project <https://github.com/Unidata/MetPy>`_.
 
 Citation
 --------
diff --git a/docs/conf.py b/docs/conf.py
index 8db95cb..bd8a4ed 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -1,6 +1,8 @@
-"""
-Configuration file for the Sphinx documentation builder.
-"""
+# Configuration file for the Sphinx documentation builder.
+#
+# This file does only contain a selection of the most common options. For a
+# full list see the documentation:
+# http://www.sphinx-doc.org/en/master/config
 
 import os
 import datetime
@@ -8,17 +10,23 @@
 
 from sunpy_sphinx_theme import PNG_ICON
 
-from drms import __version__
 
 # -- Project information -----------------------------------------------------
-project = "drms"
-author = "The SunPy Project"
-copyright = f"{datetime.datetime.now().year}, {author}"  # NOQA: A001
+
 # The full version, including alpha/beta/rc tags
+from drms import __version__
+
 release = __version__
-is_development = ".dev" in __version__
+
+project = "drms"
+author = "The SunPy Community"
+copyright = f"{datetime.datetime.now().year}, {author}"  # noqa: A001
 
 # -- General configuration ---------------------------------------------------
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named "sphinx.ext.*") or your custom
+# ones.
 extensions = [
     "hoverxref.extension",
     "sphinx_copybutton",
@@ -36,11 +44,25 @@
     "sphinx.ext.todo",
     "sphinx.ext.viewcode",
 ]
+
+# Add any paths that contain templates here, relative to this directory.
+# templates_path = ["_templates"]  # NOQA: ERA001
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+# This pattern also affects html_static_path and html_extra_path.
 automodapi_toctreedirnm = "generated/api"
 exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
+
+# The suffix(es) of source filenames.
+# You can specify multiple suffix as a list of string:
 source_suffix = ".rst"
+
+# The master toctree document.
 master_doc = "index"
-default_role = "obj"
+
+# Treat everything in single ` as a Python reference.
+default_role = "py:obj"
 
 # -- Options for hoverxref -----------------------------------------------------
 if os.environ.get("READTHEDOCS"):
diff --git a/docs/index.rst b/docs/index.rst
index b07fd42..0101879 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -11,6 +11,7 @@ Python library for accessing HMI, AIA and MDI data from the Joint Science Operat
 
 .. toctree::
    :maxdepth: 2
+   :caption: Contents:
 
    intro
    tutorial
diff --git a/docs/make.bat b/docs/make.bat
new file mode 100644
index 0000000..2119f51
--- /dev/null
+++ b/docs/make.bat
@@ -0,0 +1,35 @@
+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+	set SPHINXBUILD=sphinx-build
+)
+set SOURCEDIR=.
+set BUILDDIR=_build
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+	echo.
+	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+	echo.installed, then set the SPHINXBUILD environment variable to point
+	echo.to the full path of the 'sphinx-build' executable. Alternatively you
+	echo.may add the Sphinx directory to PATH.
+	echo.
+	echo.If you don't have Sphinx installed, grab it from
+	echo.http://sphinx-doc.org/
+	exit /b 1
+)
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+
+:end
+popd
diff --git a/docs/tutorial.rst b/docs/tutorial.rst
index 0cc7015..77de7b4 100644
--- a/docs/tutorial.rst
+++ b/docs/tutorial.rst
@@ -224,8 +224,6 @@ The following, for example, only downloads the first file of the request:
 .. code-block:: python
 
     >>> export_request.download(out_dir, index=0)  # doctest: +REMOTE_DATA
-                                                  record                                                url                                           download
-    0  hmi.V_45s[2016.04.01_00:00:00_TAI][2]{Dopplerg...  http://jsoc.stanford.edu/SUM58/D803708321/S000...  ...
 
 Being a direct ``as-is`` export, there are no keyword data written to any FITS headers.
 If you need keyword data added to the headers, you have to use the ``fits`` export protocol instead, which is described below.
diff --git a/drms/__init__.py b/drms/__init__.py
index 17a5273..594c830 100644
--- a/drms/__init__.py
+++ b/drms/__init__.py
@@ -20,12 +20,12 @@
     datefmt="%Y-%m-%d %H:%M:%S",
 )
 
-from .client import Client, ExportRequest, SeriesInfo  # NOQA: E402
-from .config import ServerConfig, register_server  # NOQA: E402
-from .exceptions import DrmsError, DrmsExportError, DrmsOperationNotSupported, DrmsQueryError  # NOQA: E402
-from .json import HttpJsonClient, HttpJsonRequest, JsocInfoConstants  # NOQA: E402
-from .utils import to_datetime  # NOQA: E402
-from .version import version as __version__  # NOQA: E402
+from .client import Client, ExportRequest, SeriesInfo
+from .config import ServerConfig, register_server
+from .exceptions import DrmsError, DrmsExportError, DrmsOperationNotSupported, DrmsQueryError
+from .json import HttpJsonClient, HttpJsonRequest, JsocInfoConstants
+from .utils import to_datetime
+from .version import version as __version__
 
 
 def _get_bibtex():
diff --git a/drms/client.py b/drms/client.py
index f85172c..491fe77 100644
--- a/drms/client.py
+++ b/drms/client.py
@@ -11,7 +11,6 @@
 import pandas as pd
 
 from drms import logger
-
 from .exceptions import DrmsExportError, DrmsOperationNotSupported, DrmsQueryError
 from .json import HttpJsonClient
 from .utils import _extract_series_name, _pd_to_numeric_coerce, _split_arg
diff --git a/drms/data/README.rst b/drms/data/README.rst
new file mode 100644
index 0000000..382f6e7
--- /dev/null
+++ b/drms/data/README.rst
@@ -0,0 +1,6 @@
+Data directory
+==============
+
+This directory contains data files included with the package source
+code distribution. Note that this is intended only for relatively small files
+- large files should be externally hosted and downloaded as needed.
diff --git a/drms/json.py b/drms/json.py
index 9556ad6..852ef32 100644
--- a/drms/json.py
+++ b/drms/json.py
@@ -4,7 +4,6 @@
 from urllib.request import HTTPError, urlopen
 
 from drms import logger
-
 from .config import ServerConfig, _server_configs
 from .utils import _split_arg
 
diff --git a/drms/tests/__init__.py b/drms/tests/__init__.py
index e69de29..92ea707 100644
--- a/drms/tests/__init__.py
+++ b/drms/tests/__init__.py
@@ -0,0 +1,3 @@
+"""
+This module contains package tests.
+"""
diff --git a/drms/tests/test_jsoc_query.py b/drms/tests/test_jsoc_query.py
index 032aef4..659cb25 100644
--- a/drms/tests/test_jsoc_query.py
+++ b/drms/tests/test_jsoc_query.py
@@ -97,7 +97,10 @@ def test_query_invalid_series(jsoc_client):
 @pytest.mark.remote_data()
 @pytest.mark.parametrize(
     "query",
-    ["hmi.v_45s[2014.01.01_00:00:35_TAI-2014.01.01_01:00:35_TAI]", "hmi.M_720s[2011.04.14_00:30:00_TAI/6h@2h]"],
+    [
+        "hmi.v_45s[2014.01.01_00:00:35_TAI-2014.01.01_01:00:35_TAI]",
+        "hmi.M_720s[2011.04.14_00:30:00_TAI/6h@2h]",
+    ],
 )
 def test_query_hexadecimal_strings(query):
     # Exercise the part of client.py that deals with hexadecimal strings
diff --git a/drms/version.py b/drms/version.py
index bd90735..9eef714 100644
--- a/drms/version.py
+++ b/drms/version.py
@@ -1,5 +1,5 @@
 # NOTE: First try _dev.scm_version if it exists and setuptools_scm is installed
-# This file is not included in muse wheels/tarballs, so otherwise it will
+# This file is not included in wheels/tarballs, so otherwise it will
 # fall back on the generated _version module.
 try:
     try:
diff --git a/examples/plot_synoptic_mr.py b/examples/plot_synoptic_mr.py
index f79cb7b..a5da520 100644
--- a/examples/plot_synoptic_mr.py
+++ b/examples/plot_synoptic_mr.py
@@ -7,6 +7,7 @@
 """
 
 import matplotlib.pyplot as plt
+
 from astropy.io import fits
 
 import drms
diff --git a/pyproject.toml b/pyproject.toml
index c5527d5..3fa4fcc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,116 +1,62 @@
 [build-system]
 requires = [
-  "setuptools",
-  "setuptools_scm[toml]",
+  "setuptools>=62.1",
+  "setuptools_scm[toml]>=6.2",
   "wheel",
-  "oldest-supported-numpy",
 ]
-build-backend = 'setuptools.build_meta'
-
-[tool.black]
-line-length = 120
-target-version = ['py310']
-exclude = '''
-(
-  /(
-    \.eggs
-    | \.git
-    | \.mypy_cache
-    | \.tox
-    | \.venv
-    | _build
-    | build
-    | dist
-    | docs
-    | .history
-  )/
-)
-'''
-
-[tool.isort]
-profile = "black"
-line_length = 120
-length_sort = "False"
-length_sort_sections = "stdlib"
-
-[tool.ruff]
-target-version = "py310"
-line-length = 120
-exclude=[
-    "__pycache__",
-    "__pypackages__",
-    "_build",
-    ".bzr",
-    ".direnv",
-    ".eggs",
-    ".git-rewrite",
-    ".git",
-    ".hg",
-    ".mypy_cache",
-    ".nox",
-    ".pants.d",
-    ".pytype",
-    ".ruff_cache",
-    ".svn",
-    ".tox",
-    ".venv",
-    "buck-out",
-    "build",
-    "dist",
-    "node_modules",
-    "paper/create_joss_figure.py",
-    "tools/**",
-    "venv",
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "drms"
+description = "Access HMI, AIA and MDI data from the Standford JSOC DRMS"
+requires-python = ">=3.10"
+readme = { file = "README.rst", content-type = "text/x-rst" }
+license = { file = "licenses/LICENSE.rst" }
+authors = [
+  { name = "The SunPy Community", email = "sunpy@googlegroups.com" },
 ]
-
-[tool.ruff.lint]
-# Allow unused variables when underscore-prefixed.
-dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
-select = [
-       "E",
-       "F",
-       "W",
-       "UP",
-       "PT",
-       "RET",
-       "TID",
-       "PLE",
-       "NPY",
-       "RUF",
-       "PGH",
-       "PTH",
-       "BLE",
-       "FBT",
-       "B",
-       "A",
-       "COM",
-       "C4",
-       "T20",
-       "RSE",
-       "ERA",
-]
-extend-ignore = [
-    "E501",  # Line too long
+dependencies = [
+  "numpy>=1.23.5",
+  "pandas>=1.5.1",
+  "packaging>=23.0"
 ]
-
-[tool.ruff.lint.per-file-ignores]
-"examples/*.py" = [
-  "T201",
-  # We need print in our examples
+dynamic = [ "version" ]
+
+[project.optional-dependencies]
+tests = [
+  "pytest",
+  "pytest-astropy",
+  "pytest-doctestplus",
+  "pytest-cov",
+  "pytest-xdist",
+  "astropy",
 ]
-"examples/plot_hmi_modes.py" = [
-  "E741", # Ambiguous variable name
+docs = [
+  "astropy",
+  "matplotlib",
+  "sphinx",
+  "sphinx-automodapi",
+  "sphinx-changelog",
+  "sphinx-copybutton",
+  "sphinx-gallery",
+  "sphinx-hoverxref",
+  "sphinxext-opengraph",
+  "sunpy-sphinx-theme",
+  "sphinx-automodapi",
 ]
+[project.urls]
+repository = "https://sunpy.org"
 
-[tool.ruff.lint.pydocstyle]
-convention = "numpy"
+[tool.setuptools]
+zip-safe = false
+include-package-data = true
 
-[tool.ruff.lint.flake8-quotes]
-docstring-quotes = "double"
+[tool.setuptools.packages.find]
+include = ["drms*"]
+exclude = ["drms._dev*"]
 
-[tool.codespell]
-skip = "*.asdf,*.fits,*.fts,*.header,*.json,*.xsh,*cache*,*egg*,*extern*,.git,.idea,.tox,_build,*truncated,*.svg,.asv_env,.history"
-ignore-words-list = "sav,requestor"
+[tool.setuptools_scm]
+write_to = "drms/_version.py"
 
 [ tool.gilesbot ]
   [ tool.gilesbot.pull_requests ]
diff --git a/pytest.ini b/pytest.ini
new file mode 100644
index 0000000..e2bf1c7
--- /dev/null
+++ b/pytest.ini
@@ -0,0 +1,49 @@
+[pytest]
+minversion = 7.0
+testpaths =
+    drms
+    docs
+norecursedirs =
+    .tox
+    build
+    docs/_build
+    docs/generated
+    *.egg-info
+    examples
+    drms/_dev
+    .history
+    drms/extern
+doctest_plus = enabled
+doctest_optionflags =
+    NORMALIZE_WHITESPACE
+    FLOAT_CMP
+    ELLIPSIS
+text_file_format = rst
+addopts =
+    --doctest-rst
+    -p no:unraisableexception
+    -p no:threadexception
+markers =
+    remote_data: marks this test function as needing remote data.
+    jsoc: marks the test function as needing a connection to JSOC.
+    kis: marks the test function as needing a connection to KIS.
+    flaky: from sunpy
+remote_data_strict = True
+log_cli=true
+log_level=INFO
+filterwarnings =
+    # Turn all warnings into errors so they do not pass silently.
+    error
+    # Do not fail on pytest config issues (i.e. missing plugins) but do show them
+    always::pytest.PytestConfigWarning
+    # A list of warnings to ignore follows. If you add to this list, you MUST
+    # add a comment or ideally a link to an issue that explains why the warning
+    # is being ignored
+    # This is due to dependencies building with a numpy version different from
+    # the local installed numpy version, but should be fine
+    # See https://github.com/numpy/numpy/issues/15748#issuecomment-598584838
+    ignore:numpy.ufunc size changed:RuntimeWarning
+    ignore:numpy.ndarray size changed:RuntimeWarning
+    # https://github.com/pytest-dev/pytest-cov/issues/557
+    ignore:The --rsyncdir command line argument and rsyncdirs config variable are deprecated.:DeprecationWarning
+    ignore:.*is deprecated and slated for removal in Python 3:DeprecationWarning
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 4b98710..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,92 +0,0 @@
-[metadata]
-name = drms
-provides = drms
-description = Access HMI, AIA and MDI data from the Standford JSOC DRMS
-long_description = file: README.rst
-long_description_content_type = text/x-rst
-author = The SunPy Community
-author_email = sunpy@googlegroups.com
-license = BSD 2-Clause
-license_files = LICENSE.rst
-url = https://sunpy.org
-edit_on_github = True
-github_project = sunpy/drms
-platform = any
-keywords = solar physics, solar, science, data
-classifiers =
-  Development Status :: 5 - Production/Stable
-  Intended Audience :: Science/Research
-  License :: OSI Approved :: BSD License
-  Natural Language :: English
-  Operating System :: OS Independent
-  Programming Language :: Python
-  Programming Language :: Python :: 3
-  Programming Language :: Python :: 3.10
-  Programming Language :: Python :: 3.11
-  Programming Language :: Python :: 3.12
-  Topic :: Scientific/Engineering :: Astronomy
-  Topic :: Scientific/Engineering :: Physics
-
-[options]
-zip_safe = False
-python_requires = >=3.10
-packages = find:
-include_package_data = True
-setup_requires =
-  setuptools_scm
-install_requires=
-  numpy
-  pandas
-  packaging
-
-[options.extras_require]
-tests =
-  pytest-astropy
-  tox
-docs =
-  astropy
-  matplotlib
-  sphinx
-  sphinx-automodapi
-  sphinx-changelog
-  sphinx-copybutton
-  sphinx-gallery
-  sphinx-hoverxref
-  sphinxext-opengraph
-  sunpy-sphinx-theme
-  # Remove next line when fixed in towncrier; see https://github.com/twisted/towncrier/issues/528
-  importlib-resources<6
-
-[options.packages.find]
-exclude = drms._dev
-
-[options.entry_points]
-console_scripts =
-    drms = drms.main:main
-
-[tool:pytest]
-testpaths = "drms" "docs"
-norecursedirs = ".tox" "build" "docs[\/]_build" "docs[\/]generated" "*.egg-info" "examples" ".history" "paper" "drms[\/]_dev"
-log_cli=true
-log_level=INFO
-doctest_plus = enabled
-doctest_optionflags = NORMALIZE_WHITESPACE FLOAT_CMP ELLIPSIS
-addopts = --doctest-rst -p no:unraisableexception -p no:threadexception
-markers =
-    remote_data: marks this test function as needing remote data.
-    jsoc: marks the test function as needing a connection to JSOC.
-    kis: marks the test function as needing a connection to KIS.
-    flaky: from sunpy
-remote_data_strict = True
-filterwarnings =
-    error
-    # Do not fail on pytest config issues (i.e. missing plugins) but do show them
-    always::pytest.PytestConfigWarning
-    # This is due to dependencies building with a numpy version different from
-    # the local installed numpy version, but should be fine
-    # See https://github.com/numpy/numpy/issues/15748#issuecomment-598584838
-    ignore:numpy.ufunc size changed:RuntimeWarning
-    ignore:numpy.ndarray size changed:RuntimeWarning
-    # https://github.com/pytest-dev/pytest-cov/issues/557
-    ignore:The --rsyncdir command line argument and rsyncdirs config variable are deprecated.:DeprecationWarning
-    ignore:.*is deprecated and slated for removal in Python 3:DeprecationWarning
diff --git a/setup.py b/setup.py
index 9bfacfa..c823345 100644
--- a/setup.py
+++ b/setup.py
@@ -1,29 +1,4 @@
 #!/usr/bin/env python
-from pathlib import Path
-from itertools import chain
-
 from setuptools import setup
 
-try:
-    # Recommended for setuptools 61.0.0+
-    # (though may disappear in the future)
-    from setuptools.config.setupcfg import read_configuration
-except ImportError:
-    from setuptools.config import read_configuration
-
-################################################################################
-# Programmatically generate some extras combos.
-################################################################################
-
-extras = read_configuration("setup.cfg")["options"]["extras_require"]
-# Dev is everything
-extras["dev"] = list(chain(*list(extras.values())))
-# All is everything but tests and docs
-exclude_keys = ("tests", "docs", "dev")
-ex_extras = dict([i for i in list(extras.items()) if i[0] not in exclude_keys])
-# Concatenate all the values together for 'all'
-extras["all"] = list(chain.from_iterable(list(ex_extras.values())))
-setup(
-    extras_require=extras,
-    use_scm_version={"write_to": Path("drms") / "_version.py"},
-)
+setup()
diff --git a/tox.ini b/tox.ini
index 6055f3e..f08d4b0 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,37 +1,53 @@
 [tox]
 min_version = 4.0
+requires =
+    tox-pypi-filter>=0.14
 envlist =
-    py{310,311,312}{,-online,-sunpy,-oldestdeps}
-    build_docs
+    py{310,311,312}{,-online,-sunpy}
+    py312-devdeps
+    py310-oldestdeps
     codestyle
-requires =
-    tox-pypi-filter
+    build_docs
 
 [testenv]
 pypi_filter = https://raw.githubusercontent.com/sunpy/sunpy/main/.test_package_pins.txt
-# Run the tests in a temporary directory to make sure that we don't import drms from the source tree
-changedir = .tmp/{envname}
+# Run the tests in a temporary directory to make sure that we don't import
+# the package from the source tree
+change_dir = .tmp/{envname}
 description =
     run tests
+    oldestdeps: with the oldest supported version of key dependencies
+    devdeps: with the latest developer version of key dependencies
     online: that require remote data
     sunpy: run the sunpy jsoc tests to ensure we dont break them
+pass_env =
+    # A variable to tell tests we are on a CI system
+    CI
+    # Custom compiler locations (such as ccache)
+    CC
+    # Location of locales (needed by sphinx on some systems)
+    LOCALE_ARCHIVE
+    # If the user has set a LC override we should follow it
+    LC_ALL
+    # HTTP Proxy
+    HTTP_PROXY
+    HTTPS_PROXY
+    NO_PROXY
 setenv =
     MPLBACKEND = agg
     COLUMNS = 180
     PYTEST_COMMAND = pytest -vvv -s -ra --pyargs drms --cov-report=xml --cov=drms --cov-config={toxinidir}/setup.cfg {toxinidir}/docs
     build_docs,online: HOME = {envtmpdir}
     JSOC_EMAIL = jsoc@sunpy.org
-passenv =
-    HTTP_PROXY
-    HTTPS_PROXY
-    NO_PROXY
-    CIRCLECI
 deps =
+    # For packages which publish nightly wheels this will pull the latest nightly
+    devdeps: numpy>=0.0.dev0
+    # Packages without nightly wheels will be built from source like this
+    # devdeps: git+https://github.com/ndcube/ndcube
+    oldestdeps: minimum_dependencies
+    # The following indicates which extras_require will be installed
     pytest-xdist
     pytest-timeout
-    # Oldest deps we pin against
-    oldestdeps: numpy<2.0
-    oldestdeps: pandas<2.0
     # These are specific extras we use to run the sunpy tests.
     sunpy: git+https://github.com/sunpy/sunpy
     sunpy: beautifulsoup4
@@ -43,21 +59,27 @@ deps =
     sunpy: tqdm
     sunpy: zeep
 extras =
-    dev
-commands =
+    tests
+commands_pre =
+    oldestdeps: minimum_dependencies drms --filename requirements-min.txt
+    oldestdeps: pip install -r requirements-min.txt
     pip freeze --all --no-input
-    sunpy: pytest -vvv -s -ra --pyargs sunpy.net.jsoc --timeout=120 --remote-data=any {posargs}
-    !online: {env:PYTEST_COMMAND} {posargs}
-    online: {env:PYTEST_COMMAND} --timeout=120 --remote-data=any {posargs}
-
-[testenv:build_docs]
-changedir = docs
-description = Invoke sphinx-build to build the HTML docs
-extras = dev
 commands =
-    pip freeze --all --no-input
-    sphinx-build -j 1 --color -W --keep-going -b html -d _build/.doctrees . _build/html {posargs}
-    python -c 'import pathlib; print("Documentation available under file://\{0\}".format(pathlib.Path(r"{toxinidir}") / "docs" / "_build" / "html"/ "index.html"))'
+    # To amend the pytest command for different factors you can add a line
+    # which starts with a factor like `online: --remote-data=any \`
+    # If you have no factors which require different commands this is all you need:
+    pytest \
+    -vvv \
+    -r fEs \
+    !sunpy: --pyargs drms \
+    sunpy: --pyargs sunpy.net.jsoc \
+    --cov-report=xml \
+    --cov=drms \
+    --cov-config={toxinidir}/.coveragerc \
+    online: --timeout=120 \
+    online,sunpy: --remote-data=any \
+    !sunpy: {toxinidir}/docs \
+    {posargs}
 
 [testenv:codestyle]
 pypi_filter =
@@ -67,4 +89,15 @@ deps =
     pre-commit
 commands =
     pre-commit install-hooks
-    pre-commit run --verbose --all-files --show-diff-on-failure
+    pre-commit run --color always --all-files --show-diff-on-failure
+
+[testenv:build_docs]
+description = invoke sphinx-build to build the HTML docs
+change_dir =
+    docs
+extras =
+    docs
+commands =
+    pip freeze --all --no-input
+    sphinx-build -j 1 --color -W --keep-going -b html -d _build/.doctrees . _build/html {posargs}
+    python -c 'import pathlib; print("Documentation available under file://\{0\}".format(pathlib.Path(r"{toxinidir}") / "docs" / "_build" / "html"/ "index.html"))'