diff --git a/.gitignore b/.gitignore
index 2fc8820..547f116 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,7 @@
.cache/
**/*.egg-info/
.env
+.idea/
**/.ipynb_checkpoints/
.python-version
.venv/
diff --git a/migrations/versions/rev_20210301_16_b4dd0b8903a5_add_distance_matrix.py b/migrations/versions/rev_20210301_16_b4dd0b8903a5_add_distance_matrix.py
new file mode 100644
index 0000000..d8f1606
--- /dev/null
+++ b/migrations/versions/rev_20210301_16_b4dd0b8903a5_add_distance_matrix.py
@@ -0,0 +1,96 @@
+"""Add distance matrix.
+
+Revision: #b4dd0b8903a5 at 2021-03-01 16:14:06
+Revises: #8bfb928a31f8
+"""
+
+import os
+
+import sqlalchemy as sa
+from alembic import op
+from sqlalchemy.dialects import postgresql
+
+from urban_meal_delivery import configuration
+
+
+revision = 'b4dd0b8903a5'
+down_revision = '8bfb928a31f8'
+branch_labels = None
+depends_on = None
+
+
+config = configuration.make_config('testing' if os.getenv('TESTING') else 'production')
+
+
+def upgrade():
+ """Upgrade to revision b4dd0b8903a5."""
+ op.create_table(
+ 'addresses_addresses',
+ sa.Column('first_address_id', sa.Integer(), nullable=False),
+ sa.Column('second_address_id', sa.Integer(), nullable=False),
+ sa.Column('city_id', sa.SmallInteger(), nullable=False),
+ sa.Column('air_distance', sa.Integer(), nullable=False),
+ sa.Column('bicycle_distance', sa.Integer(), nullable=True),
+ sa.Column('bicycle_duration', sa.Integer(), nullable=True),
+ sa.Column('directions', postgresql.JSON(), nullable=True),
+ sa.PrimaryKeyConstraint(
+ 'first_address_id',
+ 'second_address_id',
+ name=op.f('pk_addresses_addresses'),
+ ),
+ sa.ForeignKeyConstraint(
+ ['first_address_id', 'city_id'],
+ [
+ f'{config.CLEAN_SCHEMA}.addresses.id',
+ f'{config.CLEAN_SCHEMA}.addresses.city_id',
+ ],
+ name=op.f(
+ 'fk_addresses_addresses_to_addresses_via_first_address_id_city_id',
+ ),
+ onupdate='RESTRICT',
+ ondelete='RESTRICT',
+ ),
+ sa.ForeignKeyConstraint(
+ ['second_address_id', 'city_id'],
+ [
+ f'{config.CLEAN_SCHEMA}.addresses.id',
+ f'{config.CLEAN_SCHEMA}.addresses.city_id',
+ ],
+ name=op.f(
+ 'fk_addresses_addresses_to_addresses_via_second_address_id_city_id',
+ ),
+ onupdate='RESTRICT',
+ ondelete='RESTRICT',
+ ),
+ sa.UniqueConstraint(
+ 'first_address_id',
+ 'second_address_id',
+ name=op.f('uq_addresses_addresses_on_first_address_id_second_address_id'),
+ ),
+ sa.CheckConstraint(
+ 'first_address_id < second_address_id',
+ name=op.f('ck_addresses_addresses_on_distances_are_symmetric_for_bicycles'),
+ ),
+ sa.CheckConstraint(
+ '0 <= air_distance AND air_distance < 20000',
+ name=op.f('ck_addresses_addresses_on_realistic_air_distance'),
+ ),
+ sa.CheckConstraint(
+ 'bicycle_distance < 25000',
+ name=op.f('ck_addresses_addresses_on_realistic_bicycle_distance'),
+ ),
+ sa.CheckConstraint(
+ 'air_distance <= bicycle_distance',
+ name=op.f('ck_addresses_addresses_on_air_distance_is_shortest'),
+ ),
+ sa.CheckConstraint(
+ '0 <= bicycle_duration AND bicycle_duration <= 3600',
+ name=op.f('ck_addresses_addresses_on_realistic_bicycle_travel_time'),
+ ),
+ schema=config.CLEAN_SCHEMA,
+ )
+
+
+def downgrade():
+ """Downgrade to revision 8bfb928a31f8."""
+ op.drop_table('addresses_addresses', schema=config.CLEAN_SCHEMA)
diff --git a/noxfile.py b/noxfile.py
index eac123e..f79025c 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -135,7 +135,6 @@ def lint(session):
'flake8',
'flake8-annotations',
'flake8-black',
- 'flake8-expression-complexity',
'flake8-pytest-style',
'mypy',
'wemake-python-styleguide',
@@ -197,7 +196,6 @@ def test(session):
'pytest-cov',
'pytest-env',
'pytest-mock',
- 'pytest-randomly',
'xdoctest[optional]',
)
@@ -207,7 +205,7 @@ def test(session):
# test cases that require the slow installation of R and some packages.
if session.env.get('_slow_ci_tests'):
session.run(
- 'pytest', '--randomly-seed=4287', '-m', 'r and not db', PYTEST_LOCATION,
+ 'pytest', '-m', 'r and not db', PYTEST_LOCATION,
)
# In the "ci-tests-slow" session, we do not run any test tool
@@ -219,7 +217,6 @@ def test(session):
# Therefore, the CI server does not measure coverage.
elif session.env.get('_fast_ci_tests'):
pytest_args = (
- '--randomly-seed=4287',
'-m',
'not (db or r)',
PYTEST_LOCATION,
@@ -235,7 +232,6 @@ def test(session):
'--cov-branch',
'--cov-fail-under=100',
'--cov-report=term-missing:skip-covered',
- '--randomly-seed=4287',
PYTEST_LOCATION,
)
diff --git a/poetry.lock b/poetry.lock
index 5b0958b..415130c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -8,18 +8,20 @@ python-versions = "*"
[[package]]
name = "alembic"
-version = "1.5.4"
+version = "1.7.1"
description = "A database migration tool for SQLAlchemy."
category = "main"
optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.6"
[package.dependencies]
+importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
Mako = "*"
-python-dateutil = "*"
-python-editor = ">=0.3"
SQLAlchemy = ">=1.3.0"
+[package.extras]
+tz = ["python-dateutil"]
+
[[package]]
name = "appdirs"
version = "1.4.4"
@@ -38,7 +40,7 @@ python-versions = "*"
[[package]]
name = "argcomplete"
-version = "1.12.2"
+version = "1.12.3"
description = "Bash tab completion for argparse"
category = "dev"
optional = false
@@ -49,19 +51,18 @@ test = ["coverage", "flake8", "pexpect", "wheel"]
[[package]]
name = "argon2-cffi"
-version = "20.1.0"
+version = "21.1.0"
description = "The secure Argon2 password hashing algorithm."
category = "main"
optional = true
-python-versions = "*"
+python-versions = ">=3.5"
[package.dependencies]
cffi = ">=1.0.0"
-six = "*"
[package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "wheel", "pre-commit"]
-docs = ["sphinx"]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "furo", "wheel", "pre-commit"]
+docs = ["sphinx", "furo"]
tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
[[package]]
@@ -72,25 +73,6 @@ category = "dev"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-[[package]]
-name = "astpretty"
-version = "2.1.0"
-description = "Pretty print the output of python stdlib `ast.parse`."
-category = "dev"
-optional = false
-python-versions = ">=3.6.1"
-
-[package.extras]
-typed = ["typed-ast"]
-
-[[package]]
-name = "async-generator"
-version = "1.10"
-description = "Async generators and context managers for Python 3.5+"
-category = "main"
-optional = true
-python-versions = ">=3.5"
-
[[package]]
name = "atomicwrites"
version = "1.4.0"
@@ -101,17 +83,17 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]]
name = "attrs"
-version = "20.3.0"
+version = "21.2.0"
description = "Classes Without Boilerplate"
category = "main"
optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
[package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "furo", "sphinx", "pre-commit"]
-docs = ["furo", "sphinx", "zope.interface"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]
[[package]]
name = "autoflake"
@@ -126,7 +108,7 @@ pyflakes = ">=1.1.0"
[[package]]
name = "babel"
-version = "2.9.0"
+version = "2.9.1"
description = "Internationalization utilities"
category = "dev"
optional = false
@@ -143,6 +125,29 @@ category = "main"
optional = true
python-versions = "*"
+[[package]]
+name = "backports.entry-points-selectable"
+version = "1.1.0"
+description = "Compatibility shim providing selectable entry points for older implementations"
+category = "dev"
+optional = false
+python-versions = ">=2.7"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=4.6)", "pytest-flake8", "pytest-cov", "pytest-black (>=0.3.7)", "pytest-mypy", "pytest-checkdocs (>=2.4)", "pytest-enabler (>=1.0.1)"]
+
+[[package]]
+name = "backports.zoneinfo"
+version = "0.2.1"
+description = "Backport of the standard library zoneinfo module"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+tzdata = ["tzdata"]
+
[[package]]
name = "bandit"
version = "1.7.0"
@@ -180,11 +185,11 @@ d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
[[package]]
name = "bleach"
-version = "3.3.0"
+version = "4.1.0"
description = "An easy safelist-based HTML-sanitizing tool."
category = "main"
optional = true
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
[package.dependencies]
packaging = "*"
@@ -204,7 +209,7 @@ jinja2 = "*"
[[package]]
name = "certifi"
-version = "2020.12.5"
+version = "2021.5.30"
description = "Python package for providing Mozilla's CA Bundle."
category = "main"
optional = false
@@ -212,7 +217,7 @@ python-versions = "*"
[[package]]
name = "cffi"
-version = "1.14.4"
+version = "1.14.6"
description = "Foreign Function Interface for Python calling C code."
category = "main"
optional = false
@@ -223,19 +228,22 @@ pycparser = "*"
[[package]]
name = "cfgv"
-version = "3.2.0"
+version = "3.3.1"
description = "Validate configuration and produce human readable error messages."
category = "dev"
optional = false
python-versions = ">=3.6.1"
[[package]]
-name = "chardet"
-version = "4.0.0"
-description = "Universal encoding detector for Python 2 and 3"
+name = "charset-normalizer"
+version = "2.0.4"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
category = "main"
optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.5.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
[[package]]
name = "click"
@@ -255,7 +263,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
[[package]]
name = "colorlog"
-version = "4.7.2"
+version = "4.8.0"
description = "Log formatting with colors!"
category = "dev"
optional = false
@@ -266,7 +274,7 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
[[package]]
name = "coverage"
-version = "5.4"
+version = "5.5"
description = "Code coverage measurement for Python"
category = "dev"
optional = false
@@ -288,23 +296,31 @@ six = "*"
[[package]]
name = "darglint"
-version = "1.6.0"
+version = "1.8.0"
description = "A utility for ensuring Google-style docstrings stay up to date with the source code."
category = "dev"
optional = false
python-versions = ">=3.6,<4.0"
+[[package]]
+name = "debugpy"
+version = "1.4.3"
+description = "An implementation of the Debug Adapter Protocol for Python"
+category = "main"
+optional = true
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
[[package]]
name = "decorator"
-version = "4.4.2"
+version = "5.1.0"
description = "Decorators for Humans"
category = "main"
optional = true
-python-versions = ">=2.6, !=3.0.*, !=3.1.*"
+python-versions = ">=3.5"
[[package]]
name = "defusedxml"
-version = "0.6.0"
+version = "0.7.1"
description = "XML bomb protection for Python stdlib modules"
category = "main"
optional = true
@@ -312,7 +328,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
[[package]]
name = "distlib"
-version = "0.3.1"
+version = "0.3.2"
description = "Distribution utilities"
category = "dev"
optional = false
@@ -379,27 +395,27 @@ python-versions = "*"
[[package]]
name = "flake8"
-version = "3.8.4"
+version = "3.9.2"
description = "the modular source code checker: pep8 pyflakes and co"
category = "dev"
optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
[package.dependencies]
mccabe = ">=0.6.0,<0.7.0"
-pycodestyle = ">=2.6.0a1,<2.7.0"
-pyflakes = ">=2.2.0,<2.3.0"
+pycodestyle = ">=2.7.0,<2.8.0"
+pyflakes = ">=2.3.0,<2.4.0"
[[package]]
name = "flake8-annotations"
-version = "2.5.0"
+version = "2.6.2"
description = "Flake8 Type Annotation Checks"
category = "dev"
optional = false
python-versions = ">=3.6.1,<4.0.0"
[package.dependencies]
-flake8 = ">=3.7,<3.9"
+flake8 = ">=3.7,<4.0"
[[package]]
name = "flake8-bandit"
@@ -417,7 +433,7 @@ pycodestyle = "*"
[[package]]
name = "flake8-black"
-version = "0.2.1"
+version = "0.2.3"
description = "flake8 plugin to call black as a code style validator"
category = "dev"
optional = false
@@ -426,6 +442,7 @@ python-versions = "*"
[package.dependencies]
black = "*"
flake8 = ">=3.0.0"
+toml = "*"
[[package]]
name = "flake8-broken-line"
@@ -463,7 +480,7 @@ flake8 = ">=2,<4.0.0"
[[package]]
name = "flake8-comprehensions"
-version = "3.3.1"
+version = "3.6.1"
description = "A flake8 plugin to help you write better list/set/dict comprehensions."
category = "dev"
optional = false
@@ -486,7 +503,7 @@ pycodestyle = "*"
[[package]]
name = "flake8-docstrings"
-version = "1.5.0"
+version = "1.6.0"
description = "Extension for flake8 which uses pydocstyle to check docstrings"
category = "dev"
optional = false
@@ -509,18 +526,6 @@ attrs = "*"
eradicate = ">=1.0,<2.0"
flake8 = ">=3.5,<4.0"
-[[package]]
-name = "flake8-expression-complexity"
-version = "0.0.8"
-description = "A flake8 extension that checks expressions complexity"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-astpretty = "*"
-flake8 = "*"
-
[[package]]
name = "flake8-isort"
version = "3.0.1"
@@ -539,7 +544,7 @@ test = ["pytest (>=4.0.2,<6)"]
[[package]]
name = "flake8-plugin-utils"
-version = "1.3.1"
+version = "1.3.2"
description = "The package provides base classes and utils for flake8 plugin writing"
category = "dev"
optional = false
@@ -558,14 +563,14 @@ flake8 = "*"
[[package]]
name = "flake8-pytest-style"
-version = "1.3.0"
+version = "1.5.0"
description = "A flake8 plugin checking common style issues or inconsistencies with pytest-based tests."
category = "dev"
optional = false
python-versions = ">=3.6,<4.0"
[package.dependencies]
-flake8-plugin-utils = ">=1.3.1,<2.0.0"
+flake8-plugin-utils = ">=1.3.2,<2.0.0"
[[package]]
name = "flake8-quotes"
@@ -620,17 +625,17 @@ testing = ["pytest"]
[[package]]
name = "geographiclib"
-version = "1.50"
+version = "1.52"
description = "The geodesic routines from GeographicLib"
-category = "dev"
+category = "main"
optional = false
python-versions = "*"
[[package]]
name = "geopy"
-version = "2.1.0"
+version = "2.2.0"
description = "Python Geocoding Toolbox"
-category = "dev"
+category = "main"
optional = false
python-versions = ">=3.5"
@@ -639,53 +644,76 @@ geographiclib = ">=1.49,<2"
[package.extras]
aiohttp = ["aiohttp"]
-dev = ["async-generator", "flake8 (>=3.8.0,<3.9.0)", "isort (>=5.6.0,<5.7.0)", "coverage", "pytest-aiohttp", "pytest (>=3.10)", "readme-renderer", "sphinx", "sphinx-issues", "sphinx-rtd-theme (>=0.5.0)"]
+dev = ["async-generator", "coverage", "flake8 (>=3.8.0,<3.9.0)", "isort (>=5.6.0,<5.7.0)", "pytest-aiohttp", "pytest (>=3.10)", "readme-renderer", "sphinx", "sphinx-issues", "sphinx-rtd-theme (>=0.5.0)"]
dev-docs = ["readme-renderer", "sphinx", "sphinx-issues", "sphinx-rtd-theme (>=0.5.0)"]
dev-lint = ["async-generator", "flake8 (>=3.8.0,<3.9.0)", "isort (>=5.6.0,<5.7.0)"]
-dev-test = ["async-generator", "coverage", "pytest-aiohttp", "pytest (>=3.10)"]
+dev-test = ["async-generator", "coverage", "pytest-aiohttp", "pytest (>=3.10)", "sphinx"]
requests = ["urllib3 (>=1.24.2)", "requests (>=2.16.2)"]
timezone = ["pytz"]
[[package]]
name = "gitdb"
-version = "4.0.5"
+version = "4.0.7"
description = "Git Object Database"
category = "dev"
optional = false
python-versions = ">=3.4"
[package.dependencies]
-smmap = ">=3.0.1,<4"
+smmap = ">=3.0.1,<5"
[[package]]
name = "gitpython"
-version = "3.1.12"
-description = "Python Git Library"
+version = "3.1.23"
+description = "GitPython is a python library used to interact with Git repositories"
category = "dev"
optional = false
-python-versions = ">=3.4"
+python-versions = ">=3.7"
[package.dependencies]
gitdb = ">=4.0.1,<5"
+typing-extensions = {version = ">=3.7.4.3", markers = "python_version < \"3.10\""}
+
+[[package]]
+name = "googlemaps"
+version = "4.5.3"
+description = "Python client library for Google Maps Platform"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+requests = ">=2.20.0,<3.0"
+
+[[package]]
+name = "greenlet"
+version = "1.1.1"
+description = "Lightweight in-process concurrent programming"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
+[package.extras]
+docs = ["sphinx"]
[[package]]
name = "identify"
-version = "1.5.13"
+version = "2.2.14"
description = "File identification library for Python"
category = "dev"
optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+python-versions = ">=3.6.1"
[package.extras]
-license = ["editdistance"]
+license = ["editdistance-s"]
[[package]]
name = "idna"
-version = "2.10"
+version = "3.2"
description = "Internationalized Domain Names in Applications (IDNA)"
category = "main"
optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.5"
[[package]]
name = "imagesize"
@@ -695,6 +723,21 @@ category = "dev"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+[[package]]
+name = "importlib-resources"
+version = "5.2.2"
+description = "Read resources from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy"]
+
[[package]]
name = "iniconfig"
version = "1.1.1"
@@ -705,25 +748,28 @@ python-versions = "*"
[[package]]
name = "ipykernel"
-version = "5.4.3"
+version = "6.4.1"
description = "IPython Kernel for Jupyter"
category = "main"
optional = true
-python-versions = ">=3.5"
+python-versions = ">=3.7"
[package.dependencies]
appnope = {version = "*", markers = "platform_system == \"Darwin\""}
-ipython = ">=5.0.0"
-jupyter-client = "*"
-tornado = ">=4.2"
-traitlets = ">=4.1.0"
+debugpy = ">=1.0.0,<2.0"
+ipython = ">=7.23.1,<8.0"
+ipython-genutils = "*"
+jupyter-client = "<8.0"
+matplotlib-inline = ">=0.1.0,<0.2.0"
+tornado = ">=4.2,<7.0"
+traitlets = ">=4.1.0,<6.0"
[package.extras]
-test = ["pytest (!=5.3.4)", "pytest-cov", "flaky", "nose", "jedi (<=0.17.2)"]
+test = ["pytest (!=5.3.4)", "pytest-cov", "flaky", "nose", "ipyparallel"]
[[package]]
name = "ipython"
-version = "7.20.0"
+version = "7.27.0"
description = "IPython: Productive Interactive Computing"
category = "main"
optional = true
@@ -735,6 +781,7 @@ backcall = "*"
colorama = {version = "*", markers = "sys_platform == \"win32\""}
decorator = "*"
jedi = ">=0.16"
+matplotlib-inline = "*"
pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
pickleshare = "*"
prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
@@ -742,7 +789,7 @@ pygments = "*"
traitlets = ">=4.2"
[package.extras]
-all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.14)", "pygments", "qtconsole", "requests", "testpath"]
+all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.17)", "pygments", "qtconsole", "requests", "testpath"]
doc = ["Sphinx (>=1.3)"]
kernel = ["ipykernel"]
nbconvert = ["nbconvert"]
@@ -750,7 +797,7 @@ nbformat = ["nbformat"]
notebook = ["notebook", "ipywidgets"]
parallel = ["ipyparallel"]
qtconsole = ["qtconsole"]
-test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.14)"]
+test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.17)"]
[[package]]
name = "ipython-genutils"
@@ -794,21 +841,21 @@ testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<6.0.0)"]
[[package]]
name = "jinja2"
-version = "2.11.3"
+version = "3.0.1"
description = "A very fast and expressive template engine."
category = "main"
optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
[package.dependencies]
-MarkupSafe = ">=0.23"
+MarkupSafe = ">=2.0"
[package.extras]
-i18n = ["Babel (>=0.8)"]
+i18n = ["Babel (>=2.7)"]
[[package]]
name = "json5"
-version = "0.9.5"
+version = "0.9.6"
description = "A Python implementation of the JSON5 data format."
category = "main"
optional = true
@@ -836,22 +883,24 @@ format_nongpl = ["idna", "jsonpointer (>1.13)", "webcolors", "rfc3986-validator
[[package]]
name = "jupyter-client"
-version = "6.1.11"
+version = "7.0.2"
description = "Jupyter protocol implementation and client libraries"
category = "main"
optional = true
-python-versions = ">=3.5"
+python-versions = ">=3.6.1"
[package.dependencies]
+entrypoints = "*"
jupyter-core = ">=4.6.0"
+nest-asyncio = ">=1.5"
python-dateutil = ">=2.1"
pyzmq = ">=13"
tornado = ">=4.1"
traitlets = "*"
[package.extras]
-doc = ["sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["jedi (<=0.17.2)", "ipykernel", "ipython", "mock", "pytest", "pytest-asyncio", "async-generator", "pytest-timeout"]
+doc = ["myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
+test = ["codecov", "coverage", "ipykernel", "ipython", "mock", "mypy", "pre-commit", "pytest", "pytest-asyncio", "pytest-cov", "pytest-timeout", "jedi (<0.18)"]
[[package]]
name = "jupyter-core"
@@ -867,7 +916,7 @@ traitlets = "*"
[[package]]
name = "jupyterlab"
-version = "2.2.9"
+version = "2.3.2"
description = "The JupyterLab notebook server extension."
category = "main"
optional = true
@@ -914,15 +963,15 @@ test = ["pytest", "requests"]
[[package]]
name = "kiwisolver"
-version = "1.3.1"
+version = "1.3.2"
description = "A fast implementation of the Cassowary constraint solver"
category = "main"
optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
[[package]]
name = "mako"
-version = "1.1.4"
+version = "1.1.5"
description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
category = "main"
optional = false
@@ -937,27 +986,38 @@ lingua = ["lingua"]
[[package]]
name = "markupsafe"
-version = "1.1.1"
+version = "2.0.1"
description = "Safely add untrusted strings to HTML/XML markup."
category = "main"
optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
-
-[[package]]
-name = "matplotlib"
-version = "3.3.4"
-description = "Python plotting package"
-category = "main"
-optional = false
python-versions = ">=3.6"
+[[package]]
+name = "matplotlib"
+version = "3.4.3"
+description = "Python plotting package"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
[package.dependencies]
cycler = ">=0.10"
kiwisolver = ">=1.0.1"
-numpy = ">=1.15"
+numpy = ">=1.16"
pillow = ">=6.2.0"
-pyparsing = ">=2.0.3,<2.0.4 || >2.0.4,<2.1.2 || >2.1.2,<2.1.6 || >2.1.6"
-python-dateutil = ">=2.1"
+pyparsing = ">=2.2.1"
+python-dateutil = ">=2.7"
+
+[[package]]
+name = "matplotlib-inline"
+version = "0.1.3"
+description = "Inline Matplotlib backend for Jupyter"
+category = "main"
+optional = true
+python-versions = ">=3.5"
+
+[package.dependencies]
+traitlets = "*"
[[package]]
name = "mccabe"
@@ -1012,14 +1072,13 @@ ipython = "*"
[[package]]
name = "nbclient"
-version = "0.5.1"
+version = "0.5.4"
description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
category = "main"
optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.6.1"
[package.dependencies]
-async-generator = "*"
jupyter-client = ">=6.1.5"
nbformat = ">=5.0"
nest-asyncio = "*"
@@ -1032,11 +1091,11 @@ test = ["codecov", "coverage", "ipython", "ipykernel", "ipywidgets", "pytest (>=
[[package]]
name = "nbconvert"
-version = "6.0.7"
+version = "6.1.0"
description = "Converting Jupyter Notebooks"
category = "main"
optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.7"
[package.dependencies]
bleach = "*"
@@ -1051,7 +1110,7 @@ nbformat = ">=4.4"
pandocfilters = ">=1.4.1"
pygments = ">=2.4.1"
testpath = "*"
-traitlets = ">=4.2"
+traitlets = ">=5.0"
[package.extras]
all = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (==0.2.2)", "tornado (>=4.0)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
@@ -1062,7 +1121,7 @@ webpdf = ["pyppeteer (==0.2.2)"]
[[package]]
name = "nbformat"
-version = "5.1.2"
+version = "5.1.3"
description = "The Jupyter Notebook format"
category = "main"
optional = true
@@ -1088,7 +1147,7 @@ python-versions = ">=3.5"
[[package]]
name = "nodeenv"
-version = "1.5.0"
+version = "1.6.0"
description = "Node.js virtual environment builder"
category = "dev"
optional = false
@@ -1096,11 +1155,11 @@ python-versions = "*"
[[package]]
name = "notebook"
-version = "6.2.0"
+version = "6.4.3"
description = "A web-based notebook environment for interactive computing"
category = "main"
optional = true
-python-versions = ">=3.5"
+python-versions = ">=3.6"
[package.dependencies]
argon2-cffi = "*"
@@ -1119,7 +1178,7 @@ tornado = ">=6.1"
traitlets = ">=4.2.1"
[package.extras]
-docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme"]
+docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"]
json-logging = ["json-logging"]
test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
@@ -1142,12 +1201,20 @@ tox_to_nox = ["jinja2", "tox"]
[[package]]
name = "numpy"
-version = "1.20.0"
+version = "1.21.1"
description = "NumPy is the fundamental package for array computing with Python."
category = "main"
optional = false
python-versions = ">=3.7"
+[[package]]
+name = "ordered-set"
+version = "4.0.2"
+description = "A set that remembers its order, and allows looking up its items by their index in that order."
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
[[package]]
name = "packaging"
version = "20.9"
@@ -1161,19 +1228,19 @@ pyparsing = ">=2.0.2"
[[package]]
name = "pandas"
-version = "1.2.1"
+version = "1.3.2"
description = "Powerful data structures for data analysis, time series, and statistics"
category = "main"
optional = false
python-versions = ">=3.7.1"
[package.dependencies]
-numpy = ">=1.16.5"
+numpy = ">=1.17.3"
python-dateutil = ">=2.7.3"
pytz = ">=2017.3"
[package.extras]
-test = ["pytest (>=5.0.1)", "pytest-xdist", "hypothesis (>=3.58)"]
+test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
[[package]]
name = "pandocfilters"
@@ -1185,7 +1252,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]]
name = "parso"
-version = "0.8.1"
+version = "0.8.2"
description = "A Python Parser"
category = "main"
optional = true
@@ -1197,11 +1264,11 @@ testing = ["docopt", "pytest (<6.0.0)"]
[[package]]
name = "pathspec"
-version = "0.8.1"
+version = "0.9.0"
description = "Utility library for gitignore style pattern matching of file paths."
category = "dev"
optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
[[package]]
name = "patsy"
@@ -1217,7 +1284,7 @@ six = "*"
[[package]]
name = "pbr"
-version = "5.5.1"
+version = "5.6.0"
description = "Python Build Reasonableness"
category = "dev"
optional = false
@@ -1255,26 +1322,39 @@ python-versions = "*"
[[package]]
name = "pillow"
-version = "8.1.0"
+version = "8.3.2"
description = "Python Imaging Library (Fork)"
category = "main"
optional = false
python-versions = ">=3.6"
+[[package]]
+name = "platformdirs"
+version = "2.3.0"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
+test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
+
[[package]]
name = "pluggy"
-version = "0.13.1"
+version = "1.0.0"
description = "plugin and hook calling mechanisms for python"
category = "dev"
optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
[package.extras]
dev = ["pre-commit", "tox"]
+testing = ["pytest", "pytest-benchmark"]
[[package]]
name = "pre-commit"
-version = "2.10.0"
+version = "2.15.0"
description = "A framework for managing and maintaining multi-language pre-commit hooks."
category = "dev"
optional = false
@@ -1290,33 +1370,33 @@ virtualenv = ">=20.0.8"
[[package]]
name = "prometheus-client"
-version = "0.9.0"
+version = "0.11.0"
description = "Python client for the Prometheus monitoring system."
category = "main"
optional = true
-python-versions = "*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[package.extras]
twisted = ["twisted"]
[[package]]
name = "prompt-toolkit"
-version = "3.0.14"
+version = "3.0.20"
description = "Library for building powerful interactive command lines in Python"
category = "main"
optional = true
-python-versions = ">=3.6.1"
+python-versions = ">=3.6.2"
[package.dependencies]
wcwidth = "*"
[[package]]
name = "psycopg2"
-version = "2.8.6"
+version = "2.9.1"
description = "psycopg2 - Python-PostgreSQL Database Adapter"
category = "main"
optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+python-versions = ">=3.6"
[[package]]
name = "ptyprocess"
@@ -1336,7 +1416,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]]
name = "pycodestyle"
-version = "2.6.0"
+version = "2.7.0"
description = "Python style guide checker"
category = "dev"
optional = false
@@ -1352,18 +1432,21 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]]
name = "pydocstyle"
-version = "5.1.1"
+version = "6.1.1"
description = "Python docstring style checker"
category = "dev"
optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
[package.dependencies]
snowballstemmer = "*"
+[package.extras]
+toml = ["toml"]
+
[[package]]
name = "pyflakes"
-version = "2.2.0"
+version = "2.3.1"
description = "passive checker of Python programs"
category = "dev"
optional = false
@@ -1371,7 +1454,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]]
name = "pygments"
-version = "2.7.4"
+version = "2.10.0"
description = "Pygments is a syntax highlighting package written in Python."
category = "main"
optional = false
@@ -1387,15 +1470,15 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
[[package]]
name = "pyrsistent"
-version = "0.17.3"
+version = "0.18.0"
description = "Persistent/Functional/Immutable data structures"
category = "main"
optional = true
-python-versions = ">=3.5"
+python-versions = ">=3.6"
[[package]]
name = "pytest"
-version = "6.2.2"
+version = "6.2.5"
description = "pytest: simple powerful testing with Python"
category = "dev"
optional = false
@@ -1407,7 +1490,7 @@ attrs = ">=19.2.0"
colorama = {version = "*", markers = "sys_platform == \"win32\""}
iniconfig = "*"
packaging = "*"
-pluggy = ">=0.12,<1.0.0a1"
+pluggy = ">=0.12,<2.0"
py = ">=1.8.2"
toml = "*"
@@ -1416,7 +1499,7 @@ testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xm
[[package]]
name = "pytest-cov"
-version = "2.11.1"
+version = "2.12.1"
description = "Pytest plugin for measuring coverage."
category = "dev"
optional = false
@@ -1425,9 +1508,10 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
[package.dependencies]
coverage = ">=5.2.1"
pytest = ">=4.6"
+toml = "*"
[package.extras]
-testing = ["fields", "hunter", "process-tests (==2.0.2)", "six", "pytest-xdist", "virtualenv"]
+testing = ["fields", "hunter", "process-tests", "six", "pytest-xdist", "virtualenv"]
[[package]]
name = "pytest-env"
@@ -1442,11 +1526,11 @@ pytest = ">=2.6.0"
[[package]]
name = "pytest-mock"
-version = "3.5.1"
+version = "3.6.1"
description = "Thin-wrapper around the mock package for easier use with pytest"
category = "dev"
optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
[package.dependencies]
pytest = ">=5.0"
@@ -1454,20 +1538,9 @@ pytest = ">=5.0"
[package.extras]
dev = ["pre-commit", "tox", "pytest-asyncio"]
-[[package]]
-name = "pytest-randomly"
-version = "3.5.0"
-description = "Pytest plugin to randomly order tests and control random.seed."
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-
-[package.dependencies]
-pytest = "*"
-
[[package]]
name = "python-dateutil"
-version = "2.8.1"
+version = "2.8.2"
description = "Extensions to the standard Python datetime module"
category = "main"
optional = false
@@ -1476,14 +1549,6 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
[package.dependencies]
six = ">=1.5"
-[[package]]
-name = "python-editor"
-version = "1.0.4"
-description = "Programmatically open an editor, capture the result."
-category = "main"
-optional = false
-python-versions = "*"
-
[[package]]
name = "pytz"
version = "2020.5"
@@ -1494,7 +1559,7 @@ python-versions = "*"
[[package]]
name = "pywin32"
-version = "300"
+version = "301"
description = "Python for Window Extensions"
category = "main"
optional = true
@@ -1502,11 +1567,11 @@ python-versions = "*"
[[package]]
name = "pywinpty"
-version = "0.5.7"
-description = "Python bindings for the winpty library"
+version = "1.1.4"
+description = "Pseudo terminal support for Windows from Python."
category = "main"
optional = true
-python-versions = "*"
+python-versions = ">=3.6"
[[package]]
name = "pyyaml"
@@ -1518,7 +1583,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
[[package]]
name = "pyzmq"
-version = "22.0.2"
+version = "22.2.1"
description = "Python bindings for 0MQ"
category = "main"
optional = true
@@ -1530,7 +1595,7 @@ py = {version = "*", markers = "implementation_name == \"pypy\""}
[[package]]
name = "regex"
-version = "2020.11.13"
+version = "2021.8.28"
description = "Alternative regular expression module, to replace re."
category = "dev"
optional = false
@@ -1538,21 +1603,21 @@ python-versions = "*"
[[package]]
name = "requests"
-version = "2.25.1"
+version = "2.26.0"
description = "Python HTTP for Humans."
category = "main"
optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
[package.dependencies]
certifi = ">=2017.4.17"
-chardet = ">=3.0.2,<5"
-idna = ">=2.5,<3"
+charset-normalizer = {version = ">=2.0.0,<2.1.0", markers = "python_version >= \"3\""}
+idna = {version = ">=2.5,<4", markers = "python_version >= \"3\""}
urllib3 = ">=1.21.1,<1.27"
[package.extras]
-security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
+use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
[[package]]
name = "restructuredtext-lint"
@@ -1567,7 +1632,7 @@ docutils = ">=0.11,<1.0"
[[package]]
name = "rpy2"
-version = "3.4.2"
+version = "3.4.5"
description = "Python interface to the R language (embedded R)"
category = "main"
optional = false
@@ -1580,14 +1645,14 @@ pytz = "*"
tzlocal = "*"
[package.extras]
-all = ["pandas", "numpy", "pytest"]
+all = ["numpy", "pandas", "pytest"]
numpy = ["pandas"]
pandas = ["numpy", "pandas"]
test = ["pytest"]
[[package]]
name = "scipy"
-version = "1.6.0"
+version = "1.6.1"
description = "SciPy: Scientific Library for Python"
category = "main"
optional = false
@@ -1598,12 +1663,17 @@ numpy = ">=1.16.5"
[[package]]
name = "send2trash"
-version = "1.5.0"
+version = "1.8.0"
description = "Send file to trash natively under Mac OS X, Windows and Linux."
category = "main"
optional = true
python-versions = "*"
+[package.extras]
+nativelib = ["pyobjc-framework-cocoa", "pywin32"]
+objc = ["pyobjc-framework-cocoa"]
+win32 = ["pywin32"]
+
[[package]]
name = "shapely"
version = "1.7.1"
@@ -1619,7 +1689,7 @@ vectorized = ["numpy"]
[[package]]
name = "six"
-version = "1.15.0"
+version = "1.16.0"
description = "Python 2 and 3 compatibility utilities"
category = "main"
optional = false
@@ -1627,11 +1697,11 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
[[package]]
name = "smmap"
-version = "3.0.5"
+version = "4.0.0"
description = "A pure Python implementation of a sliding window memory map manager"
category = "dev"
optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.5"
[[package]]
name = "snowballstemmer"
@@ -1643,7 +1713,7 @@ python-versions = "*"
[[package]]
name = "sphinx"
-version = "3.4.3"
+version = "3.5.4"
description = "Python documentation generator"
category = "dev"
optional = false
@@ -1653,7 +1723,7 @@ python-versions = ">=3.5"
alabaster = ">=0.7,<0.8"
babel = ">=1.3"
colorama = {version = ">=0.3.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.12"
+docutils = ">=0.12,<0.17"
imagesize = "*"
Jinja2 = ">=2.3"
packaging = "*"
@@ -1669,16 +1739,16 @@ sphinxcontrib-serializinghtml = "*"
[package.extras]
docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.790)", "docutils-stubs"]
+lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.800)", "docutils-stubs"]
test = ["pytest", "pytest-cov", "html5lib", "cython", "typed-ast"]
[[package]]
name = "sphinx-autodoc-typehints"
-version = "1.11.1"
+version = "1.12.0"
description = "Type hints (PEP 484) support for the Sphinx autodoc extension"
category = "dev"
optional = false
-python-versions = ">=3.5.2"
+python-versions = ">=3.6"
[package.dependencies]
Sphinx = ">=3.0"
@@ -1713,11 +1783,11 @@ test = ["pytest"]
[[package]]
name = "sphinxcontrib-htmlhelp"
-version = "1.0.3"
+version = "2.0.0"
description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
category = "dev"
optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
[package.extras]
lint = ["flake8", "mypy", "docutils-stubs"]
@@ -1748,7 +1818,7 @@ test = ["pytest"]
[[package]]
name = "sphinxcontrib-serializinghtml"
-version = "1.1.4"
+version = "1.1.5"
description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
category = "dev"
optional = false
@@ -1760,23 +1830,34 @@ test = ["pytest"]
[[package]]
name = "sqlalchemy"
-version = "1.3.23"
+version = "1.4.23"
description = "Database Abstraction Library"
category = "main"
optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+
+[package.dependencies]
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and platform_machine in \"x86_64 X86_64 aarch64 AARCH64 ppc64le PPC64LE amd64 AMD64 win32 WIN32\""}
[package.extras]
+aiomysql = ["greenlet (!=0.4.17)", "aiomysql"]
+aiosqlite = ["greenlet (!=0.4.17)", "aiosqlite"]
+asyncio = ["greenlet (!=0.4.17)"]
+mariadb_connector = ["mariadb (>=1.0.1)"]
mssql = ["pyodbc"]
mssql_pymssql = ["pymssql"]
mssql_pyodbc = ["pyodbc"]
-mysql = ["mysqlclient"]
-oracle = ["cx-oracle"]
-postgresql = ["psycopg2"]
-postgresql_pg8000 = ["pg8000 (<1.16.6)"]
+mypy = ["sqlalchemy2-stubs", "mypy (>=0.910)"]
+mysql = ["mysqlclient (>=1.4.0,<2)", "mysqlclient (>=1.4.0)"]
+mysql_connector = ["mysqlconnector"]
+oracle = ["cx_oracle (>=7,<8)", "cx_oracle (>=7)"]
+postgresql = ["psycopg2 (>=2.7)"]
+postgresql_asyncpg = ["greenlet (!=0.4.17)", "asyncpg"]
+postgresql_pg8000 = ["pg8000 (>=1.16.6)"]
postgresql_psycopg2binary = ["psycopg2-binary"]
postgresql_psycopg2cffi = ["psycopg2cffi"]
pymysql = ["pymysql (<1)", "pymysql"]
+sqlcipher = ["sqlcipher3-binary"]
[[package]]
name = "statsmodels"
@@ -1799,7 +1880,7 @@ docs = ["sphinx", "nbconvert", "jupyter-client", "ipykernel", "matplotlib", "nbf
[[package]]
name = "stevedore"
-version = "3.3.0"
+version = "3.4.0"
description = "Manage dynamic plugins for Python applications"
category = "dev"
optional = false
@@ -1810,7 +1891,7 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0"
[[package]]
name = "terminado"
-version = "0.9.2"
+version = "0.12.1"
description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
category = "main"
optional = true
@@ -1818,12 +1899,15 @@ python-versions = ">=3.6"
[package.dependencies]
ptyprocess = {version = "*", markers = "os_name != \"nt\""}
-pywinpty = {version = ">=0.5", markers = "os_name == \"nt\""}
+pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
tornado = ">=4"
+[package.extras]
+test = ["pytest"]
+
[[package]]
name = "testfixtures"
-version = "6.17.1"
+version = "6.18.1"
description = "A collection of helpers and mock objects for unit tests and doc tests."
category = "dev"
optional = false
@@ -1836,14 +1920,14 @@ test = ["pytest (>=3.6)", "pytest-cov", "pytest-django", "zope.component", "sybi
[[package]]
name = "testpath"
-version = "0.4.4"
+version = "0.5.0"
description = "Test utilities for code working with files and commands"
category = "main"
optional = true
-python-versions = "*"
+python-versions = ">= 3.5"
[package.extras]
-test = ["pathlib2"]
+test = ["pytest", "pathlib2"]
[[package]]
name = "text-unidecode"
@@ -1871,21 +1955,18 @@ python-versions = ">= 3.5"
[[package]]
name = "traitlets"
-version = "5.0.5"
+version = "5.1.0"
description = "Traitlets Python configuration system"
category = "main"
optional = true
python-versions = ">=3.7"
-[package.dependencies]
-ipython-genutils = "*"
-
[package.extras]
test = ["pytest"]
[[package]]
name = "typed-ast"
-version = "1.4.2"
+version = "1.4.3"
description = "a fork of Python 2 and 3 ast modules with type comment support"
category = "dev"
optional = false
@@ -1893,26 +1974,38 @@ python-versions = "*"
[[package]]
name = "typing-extensions"
-version = "3.7.4.3"
+version = "3.10.0.2"
description = "Backported and Experimental Type Hints for Python 3.5+"
category = "dev"
optional = false
python-versions = "*"
+[[package]]
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+version = "2021.1"
+description = "Provider of IANA time zone data"
+category = "main"
+optional = false
+python-versions = ">=2"
+
[[package]]
name = "tzlocal"
-version = "2.1"
+version = "3.0"
description = "tzinfo object for the local timezone"
category = "main"
optional = false
-python-versions = "*"
+python-versions = ">=3.6"
[package.dependencies]
-pytz = "*"
+"backports.zoneinfo" = {version = "*", markers = "python_version < \"3.9\""}
+tzdata = {version = "*", markers = "platform_system == \"Windows\""}
+
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[[package]]
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-version = "1.26.3"
+version = "1.26.6"
description = "HTTP library with thread-safe connection pooling, file post, and more."
category = "main"
optional = false
@@ -1933,21 +2026,22 @@ python-versions = "*"
[[package]]
name = "virtualenv"
-version = "20.4.2"
+version = "20.7.2"
description = "Virtual Python Environment builder"
category = "dev"
optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
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distlib = ">=0.3.1,<1"
filelock = ">=3.0.0,<4"
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six = ">=1.9.0,<2"
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[[package]]
name = "wcwidth"
@@ -2012,13 +2106,25 @@ all = ["six", "pytest", "pytest-cov", "codecov", "scikit-build", "cmake", "ninja
optional = ["pygments", "colorama"]
tests = ["pytest", "pytest-cov", "codecov", "scikit-build", "cmake", "ninja", "pybind11"]
+[[package]]
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+version = "3.5.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
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+
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research = ["jupyterlab", "nb_black", "numpy", "pytz"]
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python-versions = "^3.8"
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]
utm = [
{file = "utm-0.7.0.tar.gz", hash = "sha256:3c9a3650e98bb6eecec535418d0dfd4db8f88c8ceaca112a0ff0787e116566e2"},
]
virtualenv = [
- {file = "virtualenv-20.4.2-py2.py3-none-any.whl", hash = "sha256:2be72df684b74df0ea47679a7df93fd0e04e72520022c57b479d8f881485dbe3"},
- {file = "virtualenv-20.4.2.tar.gz", hash = "sha256:147b43894e51dd6bba882cf9c282447f780e2251cd35172403745fc381a0a80d"},
+ {file = "virtualenv-20.7.2-py2.py3-none-any.whl", hash = "sha256:e4670891b3a03eb071748c569a87cceaefbf643c5bac46d996c5a45c34aa0f06"},
+ {file = "virtualenv-20.7.2.tar.gz", hash = "sha256:9ef4e8ee4710826e98ff3075c9a4739e2cb1040de6a2a8d35db0055840dc96a0"},
]
wcwidth = [
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@@ -3226,3 +3505,7 @@ xdoctest = [
{file = "xdoctest-0.13.0-py2.py3-none-any.whl", hash = "sha256:de861fd5230a46bd26c054b4981169dd963f813768cb62b62e104e4d2644ac94"},
{file = "xdoctest-0.13.0.tar.gz", hash = "sha256:4f113a430076561a9d7f31af65b5d5acda62ee06b05cb6894264cb9efb8196ac"},
]
+zipp = [
+ {file = "zipp-3.5.0-py3-none-any.whl", hash = "sha256:957cfda87797e389580cb8b9e3870841ca991e2125350677b2ca83a0e99390a3"},
+ {file = "zipp-3.5.0.tar.gz", hash = "sha256:f5812b1e007e48cff63449a5e9f4e7ebea716b4111f9c4f9a645f91d579bf0c4"},
+]
diff --git a/pyproject.toml b/pyproject.toml
index 03d6cc5..b268891 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,7 +32,10 @@ Shapely = "^1.7.1"
alembic = "^1.4.2"
click = "^7.1.2"
folium = "^0.12.1"
+geopy = "^2.1.0"
+googlemaps = "^4.4.2"
matplotlib = "^3.3.3"
+ordered-set = "^4.0.2"
pandas = "^1.1.0"
psycopg2 = "^2.8.5" # adapter for PostgreSQL
rpy2 = "^3.4.1"
@@ -69,7 +72,6 @@ isort = "^4.3.21" # TODO (isort): not ^5.5.4 due to wemake-python-styleguide
flake8 = "^3.8.3"
flake8-annotations = "^2.3.0"
flake8-black = "^0.2.1"
-flake8-expression-complexity = "^0.0.8"
flake8-pytest-style = "^1.2.2"
mypy = "^0.782"
wemake-python-styleguide = "^0.14.1" # flake8 plug-in
@@ -83,7 +85,6 @@ pytest = "^6.0.1"
pytest-cov = "^2.10.0"
pytest-env = "^0.6.2"
pytest-mock = "^3.5.1"
-pytest-randomly = "^3.5.0"
xdoctest = { version="^0.13.0", extras=["optional"] }
# Documentation
diff --git a/setup.cfg b/setup.cfg
index 47924d4..e91e277 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -72,8 +72,6 @@ select =
ANN0, ANN2, ANN3,
# flake8-black => complain if black would make changes
BLK1, BLK9,
- # flake8-expression-complexity => not too many expressions at once
- ECE001,
# flake8-pytest-style => enforce a consistent style with pytest
PT0,
@@ -89,6 +87,8 @@ extend-ignore =
# Comply with black's style.
# Source: https://github.com/psf/black/blob/master/docs/compatible_configs.md#flake8
E203, W503, WPS348,
+ # Let's not do `@pytest.mark.no_cover()` instead of `@pytest.mark.no_cover`.
+ PT023,
# Google's Python Style Guide is not reStructuredText
# until after being processed by Sphinx Napoleon.
# Source: https://github.com/peterjc/flake8-rst-docstrings/issues/17
@@ -144,6 +144,9 @@ per-file-ignores =
src/urban_meal_delivery/console/forecasts.py:
# The module is not too complex.
WPS232,
+ src/urban_meal_delivery/db/addresses_addresses.py:
+ # The module does not have too many imports.
+ WPS201,
src/urban_meal_delivery/db/customers.py:
# The module is not too complex.
WPS232,
@@ -200,7 +203,7 @@ max-complexity = 10
max-local-variables = 8
# Allow more than wemake-python-styleguide's 7 methods per class.
-max-methods = 12
+max-methods = 15
# Comply with black's style.
# Source: https://github.com/psf/black/blob/master/docs/the_black_code_style.md#line-length
@@ -217,6 +220,7 @@ allowed-domain-names =
obj,
param,
result,
+ results,
value,
max-name-length = 40
# darglint
@@ -265,14 +269,35 @@ single_line_exclusions = typing
[mypy]
cache_dir = .cache/mypy
+# Check the interior of functions without type annotations.
+check_untyped_defs = true
+
+# Disallow generic types without explicit type parameters.
+disallow_any_generics = true
+
+# Disallow functions with incomplete type annotations.
+disallow_incomplete_defs = true
+
+# Disallow calling functions without type annotations.
+disallow_untyped_calls = true
+
+# Disallow functions without type annotations (or incomplete annotations).
+disallow_untyped_defs = true
+
[mypy-folium.*]
ignore_missing_imports = true
+[mypy-geopy.*]
+ignore_missing_imports = true
+[mypy-googlemaps.*]
+ignore_missing_imports = true
[mypy-matplotlib.*]
ignore_missing_imports = true
[mypy-nox.*]
ignore_missing_imports = true
[mypy-numpy.*]
ignore_missing_imports = true
+[mypy-ordered_set.*]
+ignore_missing_imports = true
[mypy-packaging]
ignore_missing_imports = true
[mypy-pandas]
diff --git a/src/urban_meal_delivery/configuration.py b/src/urban_meal_delivery/configuration.py
index e303523..2e4247e 100644
--- a/src/urban_meal_delivery/configuration.py
+++ b/src/urban_meal_delivery/configuration.py
@@ -59,11 +59,13 @@ class Config:
# Colors for the visualizations ins `folium`.
RESTAURANT_COLOR = 'red'
CUSTOMER_COLOR = 'blue'
+ NEUTRAL_COLOR = 'black'
# Implementation-specific settings
# --------------------------------
DATABASE_URI = os.getenv('DATABASE_URI')
+ GOOGLE_MAPS_API_KEY = os.getenv('GOOGLE_MAPS_API_KEY')
# The PostgreSQL schema that holds the tables with the original data.
ORIGINAL_SCHEMA = os.getenv('ORIGINAL_SCHEMA') or 'public'
@@ -122,7 +124,7 @@ def make_config(env: str = 'production') -> Config:
# the warning is only emitted if the code is not run by pytest.
# We see the bad configuration immediately as all "db" tests fail.
if config.DATABASE_URI is None and not os.getenv('TESTING'):
- warnings.warn('Bad configurartion: no DATABASE_URI set in the environment')
+ warnings.warn('Bad configuration: no DATABASE_URI set in the environment')
# Some functionalities require R and some packages installed.
# To ensure isolation and reproducibility, the projects keeps the R dependencies
diff --git a/src/urban_meal_delivery/console/decorators.py b/src/urban_meal_delivery/console/decorators.py
index ef416dd..74d3714 100644
--- a/src/urban_meal_delivery/console/decorators.py
+++ b/src/urban_meal_delivery/console/decorators.py
@@ -9,10 +9,12 @@ from typing import Any, Callable
import click
-def db_revision(rev: str) -> Callable: # pragma: no cover -> easy to check visually
+def db_revision(
+ rev: str,
+) -> Callable[..., Callable[..., Any]]: # pragma: no cover -> easy to check visually
"""A decorator ensuring the database is at a given revision."""
- def decorator(func: Callable) -> Callable:
+ def decorator(func: Callable[..., Any]) -> Callable[..., Any]:
@functools.wraps(func)
def ensure(*args: Any, **kwargs: Any) -> Any: # noqa:WPS430
"""Do not execute the `func` if the revision does not match."""
diff --git a/src/urban_meal_delivery/console/forecasts.py b/src/urban_meal_delivery/console/forecasts.py
index d60b297..5d2a20d 100644
--- a/src/urban_meal_delivery/console/forecasts.py
+++ b/src/urban_meal_delivery/console/forecasts.py
@@ -103,7 +103,7 @@ def tactical_heuristic( # noqa:C901,WPS213,WPS216,WPS231
# Important: this check may need to be adapted once further
# commands are added the make `Forecast`s without the heuristic!
# Continue with forecasting on the day the last prediction was made ...
- last_predict_at = ( # noqa:ECE001
+ last_predict_at = (
db.session.query(func.max(db.Forecast.start_at)) # noqa:WPS221
.join(db.Pixel, db.Forecast.pixel_id == db.Pixel.id)
.join(db.Grid, db.Pixel.grid_id == db.Grid.id)
diff --git a/src/urban_meal_delivery/console/gridify.py b/src/urban_meal_delivery/console/gridify.py
index 3024f14..440a900 100644
--- a/src/urban_meal_delivery/console/gridify.py
+++ b/src/urban_meal_delivery/console/gridify.py
@@ -34,8 +34,9 @@ def gridify() -> None: # pragma: no cover note:b1f68d24
click.echo(f' -> created {len(grid.pixels)} pixels')
- # The number of assigned addresses is the same across different `side_length`s.
- db.session.flush() # necessary for the query to work
+ # Because the number of assigned addresses is the same across
+ # different `side_length`s, we can take any `grid` from the `city`.
+ grid = db.session.query(db.Grid).filter_by(city=city).first()
n_assigned = (
db.session.query(db.AddressPixelAssociation)
.filter(db.AddressPixelAssociation.grid_id == grid.id)
diff --git a/src/urban_meal_delivery/db/__init__.py b/src/urban_meal_delivery/db/__init__.py
index ecd9fa1..6161657 100644
--- a/src/urban_meal_delivery/db/__init__.py
+++ b/src/urban_meal_delivery/db/__init__.py
@@ -1,6 +1,7 @@
"""Provide the ORM models and a connection to the database."""
from urban_meal_delivery.db.addresses import Address
+from urban_meal_delivery.db.addresses_addresses import Path
from urban_meal_delivery.db.addresses_pixels import AddressPixelAssociation
from urban_meal_delivery.db.cities import City
from urban_meal_delivery.db.connection import connection
diff --git a/src/urban_meal_delivery/db/addresses.py b/src/urban_meal_delivery/db/addresses.py
index 8ce7193..d75f59b 100644
--- a/src/urban_meal_delivery/db/addresses.py
+++ b/src/urban_meal_delivery/db/addresses.py
@@ -2,6 +2,7 @@
from __future__ import annotations
+import functools
from typing import Any
import folium
@@ -10,6 +11,7 @@ from sqlalchemy import orm
from sqlalchemy.dialects import postgresql
from sqlalchemy.ext import hybrid
+from urban_meal_delivery import config
from urban_meal_delivery.db import meta
from urban_meal_delivery.db import utils
@@ -70,9 +72,6 @@ class Address(meta.Base):
)
pixels = orm.relationship('AddressPixelAssociation', back_populates='address')
- # We do not implement a `.__init__()` method and leave that to SQLAlchemy.
- # Instead, we use `hasattr()` to check for uninitialized attributes. grep:b1f68d24
-
def __repr__(self) -> str:
"""Non-literal text representation."""
return '<{cls}({street} in {city})>'.format(
@@ -90,7 +89,7 @@ class Address(meta.Base):
"""
return self.id == self.primary_id
- @property
+ @functools.cached_property
def location(self) -> utils.Location:
"""The location of the address.
@@ -102,10 +101,9 @@ class Address(meta.Base):
Implementation detail: This property is cached as none of the
underlying attributes to calculate the value are to be changed.
"""
- if not hasattr(self, '_location'): # noqa:WPS421 note:b1f68d24
- self._location = utils.Location(self.latitude, self.longitude)
- self._location.relate_to(self.city.southwest)
- return self._location
+ location = utils.Location(self.latitude, self.longitude)
+ location.relate_to(self.city.southwest)
+ return location
@property
def x(self) -> int: # noqa=WPS111
@@ -154,7 +152,7 @@ class Address(meta.Base):
`.city.map` for convenience in interactive usage
"""
defaults = {
- 'color': 'black',
+ 'color': f'{config.NEUTRAL_COLOR}',
'popup': f'{self.street}, {self.zip_code} {self.city_name}',
}
defaults.update(kwargs)
diff --git a/src/urban_meal_delivery/db/addresses_addresses.py b/src/urban_meal_delivery/db/addresses_addresses.py
new file mode 100644
index 0000000..02fd978
--- /dev/null
+++ b/src/urban_meal_delivery/db/addresses_addresses.py
@@ -0,0 +1,316 @@
+"""Model for the `Path` relationship between two `Address` objects."""
+
+from __future__ import annotations
+
+import functools
+import itertools
+import json
+from typing import List
+
+import folium
+import googlemaps as gm
+import ordered_set
+import sqlalchemy as sa
+from geopy import distance as geo_distance
+from sqlalchemy import orm
+from sqlalchemy.dialects import postgresql
+
+from urban_meal_delivery import config
+from urban_meal_delivery import db
+from urban_meal_delivery.db import meta
+from urban_meal_delivery.db import utils
+
+
+class Path(meta.Base):
+ """Path between two `Address` objects.
+
+ Models the path between two `Address` objects, including directions
+ for a `Courier` to get from one `Address` to another.
+
+ As the couriers are on bicycles, we model the paths as
+ a symmetric graph (i.e., same distance in both directions).
+
+ Implements an association pattern between `Address` and `Address`.
+
+ Further info:
+ https://docs.sqlalchemy.org/en/stable/orm/basic_relationships.html#association-object # noqa:E501
+ """
+
+ __tablename__ = 'addresses_addresses'
+
+ # Columns
+ first_address_id = sa.Column(sa.Integer, primary_key=True)
+ second_address_id = sa.Column(sa.Integer, primary_key=True)
+ city_id = sa.Column(sa.SmallInteger, nullable=False)
+ # Distances are measured in meters.
+ air_distance = sa.Column(sa.Integer, nullable=False)
+ bicycle_distance = sa.Column(sa.Integer, nullable=True)
+ # The duration is measured in seconds.
+ bicycle_duration = sa.Column(sa.Integer, nullable=True)
+ # An array of latitude-longitude pairs approximating a courier's way.
+ _directions = sa.Column('directions', postgresql.JSON, nullable=True)
+
+ # Constraints
+ __table_args__ = (
+ # The two `Address` objects must be in the same `.city`.
+ sa.ForeignKeyConstraint(
+ ['first_address_id', 'city_id'],
+ ['addresses.id', 'addresses.city_id'],
+ onupdate='RESTRICT',
+ ondelete='RESTRICT',
+ ),
+ sa.ForeignKeyConstraint(
+ ['second_address_id', 'city_id'],
+ ['addresses.id', 'addresses.city_id'],
+ onupdate='RESTRICT',
+ ondelete='RESTRICT',
+ ),
+ # Each `Address`-`Address` pair only has one distance.
+ sa.UniqueConstraint('first_address_id', 'second_address_id'),
+ sa.CheckConstraint(
+ 'first_address_id < second_address_id',
+ name='distances_are_symmetric_for_bicycles',
+ ),
+ sa.CheckConstraint(
+ '0 <= air_distance AND air_distance < 20000', name='realistic_air_distance',
+ ),
+ sa.CheckConstraint(
+ 'bicycle_distance < 25000', # `.bicycle_distance` may not be negative
+ name='realistic_bicycle_distance', # due to the constraint below.
+ ),
+ sa.CheckConstraint(
+ 'air_distance <= bicycle_distance', name='air_distance_is_shortest',
+ ),
+ sa.CheckConstraint(
+ '0 <= bicycle_duration AND bicycle_duration <= 3600',
+ name='realistic_bicycle_travel_time',
+ ),
+ )
+
+ # Relationships
+ first_address = orm.relationship(
+ 'Address', foreign_keys='[Path.first_address_id, Path.city_id]',
+ )
+ second_address = orm.relationship(
+ 'Address',
+ foreign_keys='[Path.second_address_id, Path.city_id]',
+ overlaps='first_address',
+ )
+
+ @classmethod
+ def from_addresses(
+ cls, *addresses: db.Address, google_maps: bool = False,
+ ) -> List[Path]:
+ """Calculate pair-wise paths for `Address` objects.
+
+ This is the main constructor method for the class.
+
+ It handles the "sorting" of the `Address` objects by `.id`, which is
+ the logic that enforces the symmetric graph behind the paths.
+
+ Args:
+ *addresses: to calculate the pair-wise paths for;
+ must contain at least two `Address` objects
+ google_maps: if `.bicycle_distance` and `._directions` should be
+ populated with a query to the Google Maps Directions API;
+ by default, only the `.air_distance` is calculated with `geopy`
+
+ Returns:
+ paths
+ """
+ paths = []
+
+ # We consider all 2-tuples of `Address`es. The symmetric graph is ...
+ for first, second in itertools.combinations(addresses, 2):
+ # ... implicitly enforced by a precedence constraint for the `.id`s.
+ first, second = ( # noqa:WPS211
+ (first, second) if first.id < second.id else (second, first)
+ )
+
+ # If there is no `Path` object in the database ...
+ path = (
+ db.session.query(db.Path)
+ .filter(db.Path.first_address == first)
+ .filter(db.Path.second_address == second)
+ .first()
+ )
+ # ... create a new one.
+ if path is None:
+ air_distance = geo_distance.great_circle(
+ first.location.lat_lng, second.location.lat_lng,
+ )
+
+ path = cls(
+ first_address=first,
+ second_address=second,
+ air_distance=round(air_distance.meters),
+ )
+
+ db.session.add(path)
+ db.session.commit()
+
+ paths.append(path)
+
+ if google_maps:
+ for path in paths: # noqa:WPS440
+ path.sync_with_google_maps()
+
+ return paths
+
+ @classmethod
+ def from_order(cls, order: db.Order, google_maps: bool = False) -> Path:
+ """Calculate the path for an `Order` object.
+
+ The path goes from the `Order.pickup_address` to the `Order.delivery_address`.
+
+ Args:
+ order: to calculate the path for
+ google_maps: if `.bicycle_distance` and `._directions` should be
+ populated with a query to the Google Maps Directions API;
+ by default, only the `.air_distance` is calculated with `geopy`
+
+ Returns:
+ path
+ """
+ return cls.from_addresses(
+ order.pickup_address, order.delivery_address, google_maps=google_maps,
+ )[0]
+
+ def sync_with_google_maps(self) -> None:
+ """Fill in `.bicycle_distance` and `._directions` with Google Maps.
+
+ `._directions` will NOT contain the coordinates
+ of `.first_address` and `.second_address`.
+
+ This uses the Google Maps Directions API.
+
+ Further info:
+ https://developers.google.com/maps/documentation/directions
+ """
+ # To save costs, we do not make an API call
+ # if we already have data from Google Maps.
+ if self.bicycle_distance is not None:
+ return
+
+ client = gm.Client(config.GOOGLE_MAPS_API_KEY)
+ response = client.directions(
+ origin=self.first_address.location.lat_lng,
+ destination=self.second_address.location.lat_lng,
+ mode='bicycling',
+ alternatives=False,
+ )
+ # Without "alternatives" and "waypoints", the `response` contains
+ # exactly one "route" that consists of exactly one "leg".
+ # Source: https://developers.google.com/maps/documentation/directions/get-directions#Legs # noqa:E501
+ route = response[0]['legs'][0]
+
+ self.bicycle_distance = route['distance']['value'] # noqa:WPS601
+ self.bicycle_duration = route['duration']['value'] # noqa:WPS601
+
+ # Each route consists of many "steps" that are instructions as to how to
+ # get from A to B. As a step's "start_location" may equal the previous step's
+ # "end_location", we use an `OrderedSet` to find the unique latitude-longitude
+ # pairs that make up the path from `.first_address` to `.second_address`.
+ steps = ordered_set.OrderedSet()
+ for step in route['steps']:
+ steps.add( # noqa:WPS221
+ (step['start_location']['lat'], step['start_location']['lng']),
+ )
+ steps.add( # noqa:WPS221
+ (step['end_location']['lat'], step['end_location']['lng']),
+ )
+
+ steps.discard(self.first_address.location.lat_lng)
+ steps.discard(self.second_address.location.lat_lng)
+
+ self._directions = json.dumps(list(steps)) # noqa:WPS601
+
+ db.session.add(self)
+ db.session.commit()
+
+ @property # pragma: no cover
+ def map(self) -> folium.Map: # noqa:WPS125
+ """Convenience property to obtain the underlying `City.map`."""
+ return self.first_address.city.map
+
+ @functools.cached_property
+ def waypoints(self) -> List[utils.Location]:
+ """The couriers' route from `.first_address` to `.second_address`.
+
+ The returned `Location`s all relate to `.first_address.city.southwest`.
+
+ Implementation detail: This property is cached as none of the
+ underlying attributes (i.e., `._directions`) are to be changed.
+ """
+ points = [utils.Location(*point) for point in json.loads(self._directions)]
+ for point in points:
+ point.relate_to(self.first_address.city.southwest)
+
+ return points
+
+ def draw( # noqa:WPS211
+ self,
+ *,
+ reverse: bool = False,
+ start_tooltip: str = 'Start',
+ end_tooltip: str = 'End',
+ start_color: str = 'green',
+ end_color: str = 'red',
+ path_color: str = 'black',
+ ) -> folium.Map: # pragma: no cover
+ """Draw the `.waypoints` from `.first_address` to `.second_address`.
+
+ Args:
+ reverse: by default, `.first_address` is used as the start;
+ set to `False` to make `.second_address` the start
+ start_tooltip: text shown on marker at the path's start
+ end_tooltip: text shown on marker at the path's end
+ start_color: `folium` color for the path's start
+ end_color: `folium` color for the path's end
+ path_color: `folium` color along the path, which
+ is the line between the `.waypoints`
+
+ Returns:
+ `.map` for convenience in interactive usage
+ """
+ # Without `self._directions` synced from Google Maps,
+ # the `.waypoints` are not available.
+ self.sync_with_google_maps()
+
+ # First, plot the couriers' path between the start and
+ # end locations, so that it is below the `folium.Circle`s.
+ line = folium.PolyLine(
+ locations=(
+ self.first_address.location.lat_lng,
+ *(point.lat_lng for point in self.waypoints),
+ self.second_address.location.lat_lng,
+ ),
+ color=path_color,
+ weight=2,
+ )
+ line.add_to(self.map)
+
+ # Draw the path's start and end locations, possibly reversed,
+ # on top of the couriers' path.
+
+ if reverse:
+ start, end = self.second_address, self.first_address
+ else:
+ start, end = self.first_address, self.second_address
+
+ start.draw(
+ radius=5,
+ color=start_color,
+ fill_color=start_color,
+ fill_opacity=1,
+ tooltip=start_tooltip,
+ )
+ end.draw(
+ radius=5,
+ color=end_color,
+ fill_color=end_color,
+ fill_opacity=1,
+ tooltip=end_tooltip,
+ )
+
+ return self.map
diff --git a/src/urban_meal_delivery/db/addresses_pixels.py b/src/urban_meal_delivery/db/addresses_pixels.py
index 293bde7..4d5c07b 100644
--- a/src/urban_meal_delivery/db/addresses_pixels.py
+++ b/src/urban_meal_delivery/db/addresses_pixels.py
@@ -10,7 +10,7 @@ class AddressPixelAssociation(meta.Base):
"""Association pattern between `Address` and `Pixel`.
This approach is needed here mainly because it implicitly
- updates the `_city_id` and `_grid_id` columns.
+ updates the `city_id` and `grid_id` columns.
Further info:
https://docs.sqlalchemy.org/en/stable/orm/basic_relationships.html#association-object # noqa:E501
diff --git a/src/urban_meal_delivery/db/cities.py b/src/urban_meal_delivery/db/cities.py
index b6cf4e0..926b3ae 100644
--- a/src/urban_meal_delivery/db/cities.py
+++ b/src/urban_meal_delivery/db/cities.py
@@ -2,6 +2,8 @@
from __future__ import annotations
+import functools
+
import folium
import sqlalchemy as sa
from sqlalchemy import orm
@@ -38,51 +40,39 @@ class City(meta.Base):
addresses = orm.relationship('Address', back_populates='city')
grids = orm.relationship('Grid', back_populates='city')
- # We do not implement a `.__init__()` method and leave that to SQLAlchemy.
- # Instead, we use `hasattr()` to check for uninitialized attributes. grep:d334120e
+ # We do not implement a `.__init__()` method and use SQLAlchemy's default.
+ # The uninitialized attribute `._map` is computed on the fly. note:d334120ei
def __repr__(self) -> str:
"""Non-literal text representation."""
return '<{cls}({name})>'.format(cls=self.__class__.__name__, name=self.name)
- @property
+ @functools.cached_property
def center(self) -> utils.Location:
"""Location of the city's center.
Implementation detail: This property is cached as none of the
underlying attributes to calculate the value are to be changed.
"""
- if not hasattr(self, '_center'): # noqa:WPS421 note:d334120e
- self._center = utils.Location(self.center_latitude, self.center_longitude)
- return self._center
+ return utils.Location(self.center_latitude, self.center_longitude)
- @property
+ @functools.cached_property
def northeast(self) -> utils.Location:
"""The city's northeast corner of the Google Maps viewport.
Implementation detail: This property is cached as none of the
underlying attributes to calculate the value are to be changed.
"""
- if not hasattr(self, '_northeast'): # noqa:WPS421 note:d334120e
- self._northeast = utils.Location(
- self.northeast_latitude, self.northeast_longitude,
- )
+ return utils.Location(self.northeast_latitude, self.northeast_longitude)
- return self._northeast
-
- @property
+ @functools.cached_property
def southwest(self) -> utils.Location:
"""The city's southwest corner of the Google Maps viewport.
Implementation detail: This property is cached as none of the
underlying attributes to calculate the value are to be changed.
"""
- if not hasattr(self, '_southwest'): # noqa:WPS421 note:d334120e
- self._southwest = utils.Location(
- self.southwest_latitude, self.southwest_longitude,
- )
-
- return self._southwest
+ return utils.Location(self.southwest_latitude, self.southwest_longitude)
@property
def total_x(self) -> int:
@@ -103,16 +93,17 @@ class City(meta.Base):
def clear_map(self) -> City: # pragma: no cover
"""Create a new `folium.Map` object aligned with the city's viewport.
- The map is available via the `.map` property. Note that it is a
- mutable objects that is changed from various locations in the code base.
+ The map is available via the `.map` property. Note that it is mutable
+ and changed from various locations in the code base.
Returns:
self: enabling method chaining
- """ # noqa:DAR203
+ """ # noqa:DAR203 note:d334120e
self._map = folium.Map(
location=[self.center_latitude, self.center_longitude],
zoom_start=self.initial_zoom,
)
+
return self
@property # pragma: no cover
@@ -138,7 +129,7 @@ class City(meta.Base):
`.map` for convenience in interactive usage
"""
# Obtain all primary `Address`es in the city that host `Restaurant`s.
- addresses = ( # noqa:ECE001
+ addresses = (
db.session.query(db.Address)
.filter(
db.Address.id.in_(
@@ -155,7 +146,7 @@ class City(meta.Base):
for address in addresses:
# Show the restaurant's name if there is only one.
# Otherwise, list all the restaurants' ID's.
- restaurants = ( # noqa:ECE001
+ restaurants = (
db.session.query(db.Restaurant)
.join(db.Address, db.Restaurant.address_id == db.Address.id)
.filter(db.Address.primary_id == address.id)
@@ -170,7 +161,7 @@ class City(meta.Base):
if order_counts:
# Calculate the number of orders for ALL restaurants ...
- n_orders = ( # noqa:ECE001
+ n_orders = (
db.session.query(db.Order.id)
.join(db.Address, db.Order.pickup_address_id == db.Address.id)
.filter(db.Address.primary_id == address.id)
@@ -221,11 +212,11 @@ class City(meta.Base):
sa.text(
f""" -- # noqa:S608
SELECT DISTINCT
- zip_code
+ {config.CLEAN_SCHEMA}.addresses.zip_code
FROM
- {config.CLEAN_SCHEMA}.addresses
+ {config.CLEAN_SCHEMA}.addresses AS addresses
WHERE
- city_id = {self.id};
+ {config.CLEAN_SCHEMA}.addresses.city_id = {self.id};
""",
),
)
diff --git a/src/urban_meal_delivery/db/customers.py b/src/urban_meal_delivery/db/customers.py
index f6d59c2..fcbfd58 100644
--- a/src/urban_meal_delivery/db/customers.py
+++ b/src/urban_meal_delivery/db/customers.py
@@ -63,15 +63,18 @@ class Customer(meta.Base):
# Obtain all primary `Address`es where
# at least one delivery was made to `self`.
- delivery_addresses = ( # noqa:ECE001
+ delivery_addresses = (
db.session.query(db.Address)
.filter(
db.Address.id.in_(
- db.session.query(db.Address.primary_id) # noqa:WPS221
- .join(db.Order, db.Address.id == db.Order.delivery_address_id)
- .filter(db.Order.customer_id == self.id)
- .distinct()
- .all(),
+ row.primary_id
+ for row in (
+ db.session.query(db.Address.primary_id) # noqa:WPS221
+ .join(db.Order, db.Address.id == db.Order.delivery_address_id)
+ .filter(db.Order.customer_id == self.id)
+ .distinct()
+ .all()
+ )
),
)
.all()
@@ -79,7 +82,7 @@ class Customer(meta.Base):
for address in delivery_addresses:
if order_counts:
- n_orders = ( # noqa:ECE001
+ n_orders = (
db.session.query(db.Order)
.join(db.Address, db.Order.delivery_address_id == db.Address.id)
.filter(db.Order.customer_id == self.id)
@@ -111,7 +114,7 @@ class Customer(meta.Base):
)
if restaurants:
- pickup_addresses = ( # noqa:ECE001
+ pickup_addresses = (
db.session.query(db.Address)
.filter(
db.Address.id.in_(
@@ -129,7 +132,7 @@ class Customer(meta.Base):
# Show the restaurant's name if there is only one.
# Otherwise, list all the restaurants' ID's.
# We cannot show the `Order.restaurant.name` due to the aggregation.
- restaurants = ( # noqa:ECE001
+ restaurants = (
db.session.query(db.Restaurant)
.join(db.Address, db.Restaurant.address_id == db.Address.id)
.filter(db.Address.primary_id == address.id) # noqa:WPS441
@@ -145,7 +148,7 @@ class Customer(meta.Base):
)
if order_counts:
- n_orders = ( # noqa:ECE001
+ n_orders = (
db.session.query(db.Order)
.join(db.Address, db.Order.pickup_address_id == db.Address.id)
.filter(db.Order.customer_id == self.id)
diff --git a/src/urban_meal_delivery/db/forecasts.py b/src/urban_meal_delivery/db/forecasts.py
index a85fa74..79230d9 100644
--- a/src/urban_meal_delivery/db/forecasts.py
+++ b/src/urban_meal_delivery/db/forecasts.py
@@ -31,7 +31,7 @@ class Forecast(meta.Base):
model = sa.Column(sa.Unicode(length=20), nullable=False)
# We also store the actual order counts for convenient retrieval.
# A `UniqueConstraint` below ensures that redundant values that
- # are to be expected are consistend across rows.
+ # are to be expected are consistent across rows.
actual = sa.Column(sa.SmallInteger, nullable=False)
# Raw `.prediction`s are stored as `float`s (possibly negative).
# The rounding is then done on the fly if required.
@@ -157,7 +157,7 @@ class Forecast(meta.Base):
Background: The functions in `urban_meal_delivery.forecasts.methods`
return `pd.Dataframe`s with "start_at" (i.e., `pd.Timestamp` objects)
values in the index and five columns "prediction", "low80", "high80",
- "low95", and "high95" with `np.float` values. The `*Model.predic()`
+ "low95", and "high95" with `np.float` values. The `*Model.predict()`
methods in `urban_meal_delivery.forecasts.models` then add an "actual"
column. This constructor converts these results into ORM models.
Also, the `np.float` values are cast as plain `float` ones as
diff --git a/src/urban_meal_delivery/db/grids.py b/src/urban_meal_delivery/db/grids.py
index dac6e48..9212d66 100644
--- a/src/urban_meal_delivery/db/grids.py
+++ b/src/urban_meal_delivery/db/grids.py
@@ -76,7 +76,7 @@ class Grid(meta.Base):
# `Pixel`s grouped by `.n_x`-`.n_y` coordinates.
pixels = {}
- pickup_addresses = ( # noqa:ECE:001
+ pickup_addresses = (
db.session.query(db.Address)
.join(db.Order, db.Address.id == db.Order.pickup_address_id)
.filter(db.Address.city == city)
diff --git a/src/urban_meal_delivery/db/orders.py b/src/urban_meal_delivery/db/orders.py
index 0b4550b..1b1341b 100644
--- a/src/urban_meal_delivery/db/orders.py
+++ b/src/urban_meal_delivery/db/orders.py
@@ -2,10 +2,13 @@
import datetime
+import folium
import sqlalchemy as sa
from sqlalchemy import orm
from sqlalchemy.dialects import postgresql
+from urban_meal_delivery import config
+from urban_meal_delivery import db
from urban_meal_delivery.db import meta
@@ -524,3 +527,36 @@ class Order(meta.Base): # noqa:WPS214
return '<{cls}(#{order_id})>'.format(
cls=self.__class__.__name__, order_id=self.id,
)
+
+ def draw(self) -> folium.Map: # pragma: no cover
+ """Draw the `.waypoints` from `.pickup_address` to `.delivery_address`.
+
+ Important: Do not put this in an automated script as a method call
+ triggers an API call to the Google Maps API and may result in costs.
+
+ Returns:
+ `...city.map` for convenience in interactive usage
+ """
+ path = db.Path.from_order(self)
+
+ restaurant_tooltip = f'{self.restaurant.name} (#{self.restaurant.id})'
+ customer_tooltip = f'Customer #{self.customer.id}'
+
+ # Because the underlying distance matrix is symmetric (i.e., a DB constraint),
+ # we must check if the `.pickup_address` is the couriers' `Path`'s start.
+ if path.first_address is self.pickup_address:
+ reverse = False
+ start_tooltip, end_tooltip = restaurant_tooltip, customer_tooltip
+ else:
+ reverse = True
+ start_tooltip, end_tooltip = customer_tooltip, restaurant_tooltip
+
+ # This triggers `Path.sync_with_google_maps()` behind the scenes.
+ return path.draw(
+ reverse=reverse,
+ start_tooltip=start_tooltip,
+ end_tooltip=end_tooltip,
+ start_color=config.RESTAURANT_COLOR,
+ end_color=config.CUSTOMER_COLOR,
+ path_color=config.NEUTRAL_COLOR,
+ )
diff --git a/src/urban_meal_delivery/db/pixels.py b/src/urban_meal_delivery/db/pixels.py
index 9461d4d..f063634 100644
--- a/src/urban_meal_delivery/db/pixels.py
+++ b/src/urban_meal_delivery/db/pixels.py
@@ -2,6 +2,7 @@
from __future__ import annotations
+import functools
from typing import List
import folium
@@ -68,66 +69,58 @@ class Pixel(meta.Base):
"""The area of a pixel in square kilometers."""
return self.grid.pixel_area
- @property
+ @functools.cached_property
def northeast(self) -> utils.Location:
"""The pixel's northeast corner, relative to `.grid.city.southwest`.
Implementation detail: This property is cached as none of the
underlying attributes to calculate the value are to be changed.
"""
- if not hasattr(self, '_northeast'): # noqa:WPS421 note:d334120e
- # The origin is the southwest corner of the `.grid.city`'s viewport.
- easting_origin = self.grid.city.southwest.easting
- northing_origin = self.grid.city.southwest.northing
+ easting, northing = (
+ self.grid.city.southwest.easting + ((self.n_x + 1) * self.side_length),
+ self.grid.city.southwest.northing + ((self.n_y + 1) * self.side_length),
+ )
+ latitude, longitude = utm.to_latlon(
+ easting, northing, *self.grid.city.southwest.zone_details,
+ )
- # `+1` as otherwise we get the pixel's `.southwest` corner.
- easting = easting_origin + ((self.n_x + 1) * self.side_length)
- northing = northing_origin + ((self.n_y + 1) * self.side_length)
- zone, band = self.grid.city.southwest.zone_details
- latitude, longitude = utm.to_latlon(easting, northing, zone, band)
+ location = utils.Location(latitude, longitude)
+ location.relate_to(self.grid.city.southwest)
- self._northeast = utils.Location(latitude, longitude)
- self._northeast.relate_to(self.grid.city.southwest)
+ return location
- return self._northeast
-
- @property
+ @functools.cached_property
def southwest(self) -> utils.Location:
- """The pixel's northeast corner, relative to `.grid.city.southwest`.
+ """The pixel's southwest corner, relative to `.grid.city.southwest`.
Implementation detail: This property is cached as none of the
underlying attributes to calculate the value are to be changed.
"""
- if not hasattr(self, '_southwest'): # noqa:WPS421 note:d334120e
- # The origin is the southwest corner of the `.grid.city`'s viewport.
- easting_origin = self.grid.city.southwest.easting
- northing_origin = self.grid.city.southwest.northing
+ easting, northing = (
+ self.grid.city.southwest.easting + (self.n_x * self.side_length),
+ self.grid.city.southwest.northing + (self.n_y * self.side_length),
+ )
+ latitude, longitude = utm.to_latlon(
+ easting, northing, *self.grid.city.southwest.zone_details,
+ )
- easting = easting_origin + (self.n_x * self.side_length)
- northing = northing_origin + (self.n_y * self.side_length)
- zone, band = self.grid.city.southwest.zone_details
- latitude, longitude = utm.to_latlon(easting, northing, zone, band)
+ location = utils.Location(latitude, longitude)
+ location.relate_to(self.grid.city.southwest)
- self._southwest = utils.Location(latitude, longitude)
- self._southwest.relate_to(self.grid.city.southwest)
+ return location
- return self._southwest
-
- @property
+ @functools.cached_property
def restaurants(self) -> List[db.Restaurant]: # pragma: no cover
"""Obtain all `Restaurant`s in `self`."""
- if not hasattr(self, '_restaurants'): # noqa:WPS421 note:d334120e
- self._restaurants = ( # noqa:ECE001
- db.session.query(db.Restaurant)
- .join(
- db.AddressPixelAssociation,
- db.Restaurant.address_id == db.AddressPixelAssociation.address_id,
- )
- .filter(db.AddressPixelAssociation.pixel_id == self.id)
- .all()
+ return (
+ db.session.query(db.Restaurant)
+ .join(
+ db.AddressPixelAssociation,
+ db.Restaurant.address_id == db.AddressPixelAssociation.address_id,
)
-
- return self._restaurants
+ .filter(db.AddressPixelAssociation.pixel_id == self.id)
+ .all()
+ )
def clear_map(self) -> Pixel: # pragma: no cover
"""Shortcut to the `.city.clear_map()` method.
@@ -182,7 +175,7 @@ class Pixel(meta.Base):
if restaurants:
# Obtain all primary `Address`es in the city that host `Restaurant`s
# and are in the `self` `Pixel`.
- addresses = ( # noqa:ECE001
+ addresses = (
db.session.query(db.Address)
.filter(
db.Address.id.in_(
@@ -208,7 +201,7 @@ class Pixel(meta.Base):
for address in addresses:
# Show the restaurant's name if there is only one.
# Otherwise, list all the restaurants' ID's.
- restaurants = ( # noqa:ECE001
+ restaurants = (
db.session.query(db.Restaurant)
.join(db.Address, db.Restaurant.address_id == db.Address.id)
.filter(db.Address.primary_id == address.id)
@@ -225,7 +218,7 @@ class Pixel(meta.Base):
if order_counts:
# Calculate the number of orders for ALL restaurants ...
- n_orders = ( # noqa:ECE001
+ n_orders = (
db.session.query(db.Order.id)
.join(db.Address, db.Order.pickup_address_id == db.Address.id)
.filter(db.Address.primary_id == address.id)
diff --git a/src/urban_meal_delivery/db/restaurants.py b/src/urban_meal_delivery/db/restaurants.py
index cf02e53..31df7f8 100644
--- a/src/urban_meal_delivery/db/restaurants.py
+++ b/src/urban_meal_delivery/db/restaurants.py
@@ -45,7 +45,11 @@ class Restaurant(meta.Base):
# Relationships
address = orm.relationship('Address', back_populates='restaurants')
- orders = orm.relationship('Order', back_populates='restaurant')
+ orders = orm.relationship(
+ 'Order',
+ back_populates='restaurant',
+ overlaps='orders_picked_up,pickup_address',
+ )
def __repr__(self) -> str:
"""Non-literal text representation."""
@@ -83,15 +87,20 @@ class Restaurant(meta.Base):
if customers:
# Obtain all primary `Address`es in the city that
# received at least one delivery from `self`.
- delivery_addresses = ( # noqa:ECE001
+ delivery_addresses = (
db.session.query(db.Address)
.filter(
db.Address.id.in_(
- db.session.query(db.Address.primary_id) # noqa:WPS221
- .join(db.Order, db.Address.id == db.Order.delivery_address_id)
- .filter(db.Order.restaurant_id == self.id)
- .distinct()
- .all(),
+ row.primary_id
+ for row in (
+ db.session.query(db.Address.primary_id) # noqa:WPS221
+ .join(
+ db.Order, db.Address.id == db.Order.delivery_address_id,
+ )
+ .filter(db.Order.restaurant_id == self.id)
+ .distinct()
+ .all()
+ )
),
)
.all()
@@ -99,7 +108,7 @@ class Restaurant(meta.Base):
for address in delivery_addresses:
if order_counts:
- n_orders = ( # noqa:ECE001
+ n_orders = (
db.session.query(db.Order)
.join(db.Address, db.Order.delivery_address_id == db.Address.id)
.filter(db.Order.restaurant_id == self.id)
diff --git a/src/urban_meal_delivery/db/utils/locations.py b/src/urban_meal_delivery/db/utils/locations.py
index b6ef41e..77faa8b 100644
--- a/src/urban_meal_delivery/db/utils/locations.py
+++ b/src/urban_meal_delivery/db/utils/locations.py
@@ -7,7 +7,7 @@ from typing import Optional, Tuple
import utm
-class Location:
+class Location: # noqa:WPS214
"""A location represented in WGS84 and UTM coordinates.
WGS84:
@@ -15,7 +15,7 @@ class Location:
- assumes earth is a sphere and models the location in 3D
UTM:
- - the Universal Transverse Mercator sytem
+ - the Universal Transverse Mercator system
- projects WGS84 coordinates onto a 2D map
- can be used for visualizations and calculations directly
- distances are in meters
@@ -67,6 +67,11 @@ class Location:
"""
return self._longitude
+ @property
+ def lat_lng(self) -> Tuple[float, float]:
+ """The `.latitude` and `.longitude` as a 2-`tuple`."""
+ return self._latitude, self._longitude
+
@property
def easting(self) -> int:
"""The easting of the location in meters (UTM)."""
@@ -85,7 +90,7 @@ class Location:
@property
def zone_details(self) -> Tuple[int, str]:
"""The UTM zone of the location as the zone number and the band."""
- return (self._zone, self._band)
+ return self._zone, self._band
def __eq__(self, other: object) -> bool:
"""Check if two `Location` objects are the same location."""
diff --git a/src/urban_meal_delivery/forecasts/methods/arima.py b/src/urban_meal_delivery/forecasts/methods/arima.py
index 3abd60e..7817851 100644
--- a/src/urban_meal_delivery/forecasts/methods/arima.py
+++ b/src/urban_meal_delivery/forecasts/methods/arima.py
@@ -31,8 +31,8 @@ def predict(
Raises:
ValueError: if `training_ts` contains `NaN` values
"""
- # Initialize R only if necessary as it is tested only in nox's
- # "ci-tests-slow" session and "ci-tests-fast" should not fail.
+ # Initialize R only if it is actually used.
+ # For example, the nox session "ci-tests-fast" does not use it.
from urban_meal_delivery import init_r # noqa:F401,WPS433
# Re-seed R every time it is used to ensure reproducibility.
diff --git a/src/urban_meal_delivery/forecasts/methods/decomposition.py b/src/urban_meal_delivery/forecasts/methods/decomposition.py
index 3be8582..c71f6be 100644
--- a/src/urban_meal_delivery/forecasts/methods/decomposition.py
+++ b/src/urban_meal_delivery/forecasts/methods/decomposition.py
@@ -154,8 +154,8 @@ def stl( # noqa:C901,WPS210,WPS211,WPS231
else:
robust = False
- # Initialize R only if necessary as it is tested only in nox's
- # "ci-tests-slow" session and "ci-tests-fast" should not fail.
+ # Initialize R only if it is actually used.
+ # For example, the nox session "ci-tests-fast" does not use it.
from urban_meal_delivery import init_r # noqa:F401,WPS433
# Re-seed R every time it is used to ensure reproducibility.
diff --git a/src/urban_meal_delivery/forecasts/methods/ets.py b/src/urban_meal_delivery/forecasts/methods/ets.py
index 5b70aef..7da9073 100644
--- a/src/urban_meal_delivery/forecasts/methods/ets.py
+++ b/src/urban_meal_delivery/forecasts/methods/ets.py
@@ -32,8 +32,8 @@ def predict(
Raises:
ValueError: if `training_ts` contains `NaN` values
"""
- # Initialize R only if necessary as it is tested only in nox's
- # "ci-tests-slow" session and "ci-tests-fast" should not fail.
+ # Initialize R only if it is actually used.
+ # For example, the nox session "ci-tests-fast" does not use it.
from urban_meal_delivery import init_r # noqa:F401,WPS433
# Re-seed R every time it is used to ensure reproducibility.
diff --git a/src/urban_meal_delivery/forecasts/models/__init__.py b/src/urban_meal_delivery/forecasts/models/__init__.py
index c5c905f..108c7ce 100644
--- a/src/urban_meal_delivery/forecasts/models/__init__.py
+++ b/src/urban_meal_delivery/forecasts/models/__init__.py
@@ -15,7 +15,7 @@ For the paper check:
This sub-package is organized as follows. The `base` module defines an abstract
`ForecastingModelABC` class that unifies how the concrete `*Model`s work.
-While the abstact `.predict()` method returns a `pd.DataFrame` (= basically,
+While the abstract `.predict()` method returns a `pd.DataFrame` (= basically,
the result of one of the forecasting `methods`, the concrete `.make_forecast()`
method converts the results into `Forecast` (=ORM) objects.
Also, `.make_forecast()` implements a caching strategy where already made
@@ -23,7 +23,7 @@ Also, `.make_forecast()` implements a caching strategy where already made
which could be a heavier computation.
The `tactical` sub-package contains all the `*Model`s used to implement the
-UDP's predictive routing strategy.
+predictive routing strategy employed by the UDP.
A future `planning` sub-package will contain the `*Model`s used to plan the
`Courier`'s shifts a week ahead.
diff --git a/src/urban_meal_delivery/forecasts/models/base.py b/src/urban_meal_delivery/forecasts/models/base.py
index 9a9cd72..9c3977a 100644
--- a/src/urban_meal_delivery/forecasts/models/base.py
+++ b/src/urban_meal_delivery/forecasts/models/base.py
@@ -75,7 +75,7 @@ class ForecastingModelABC(abc.ABC):
# noqa:DAR401 RuntimeError
"""
if ( # noqa:WPS337
- cached_forecast := db.session.query(db.Forecast) # noqa:ECE001,WPS221
+ cached_forecast := db.session.query(db.Forecast) # noqa:WPS221
.filter_by(pixel=pixel)
.filter_by(start_at=predict_at)
.filter_by(time_step=self._order_history.time_step)
diff --git a/src/urban_meal_delivery/forecasts/models/tactical/__init__.py b/src/urban_meal_delivery/forecasts/models/tactical/__init__.py
index df70622..0bb33de 100644
--- a/src/urban_meal_delivery/forecasts/models/tactical/__init__.py
+++ b/src/urban_meal_delivery/forecasts/models/tactical/__init__.py
@@ -1,8 +1,8 @@
"""Forecasting `*Model`s to predict demand for tactical purposes.
The `*Model`s in this module predict only a small number (e.g., one)
-of time steps into the near future and are used to implement the UDP's
-predictive routing strategies.
+of time steps into the near future and are used to implement the
+predictive routing strategies employed by the UDP.
They are classified into "horizontal", "vertical", and "real-time" models
with respect to what historic data they are trained on and how often they
diff --git a/src/urban_meal_delivery/forecasts/models/tactical/horizontal.py b/src/urban_meal_delivery/forecasts/models/tactical/horizontal.py
index 3a18d76..ef238bf 100644
--- a/src/urban_meal_delivery/forecasts/models/tactical/horizontal.py
+++ b/src/urban_meal_delivery/forecasts/models/tactical/horizontal.py
@@ -51,7 +51,7 @@ class HorizontalETSModel(base.ForecastingModelABC):
# Make `predictions` with the seasonal ETS method ("ZZZ" model).
predictions = methods.ets.predict(
training_ts=training_ts,
- forecast_interval=actuals_ts.index,
+ forecast_interval=pd.DatetimeIndex(actuals_ts.index),
frequency=frequency, # `== 7`, the number of weekdays
seasonal_fit=True, # because there was no decomposition before
)
@@ -59,7 +59,7 @@ class HorizontalETSModel(base.ForecastingModelABC):
predictions.insert(loc=0, column='actual', value=actuals_ts)
# Sanity checks.
- if predictions.isnull().any().any(): # pragma: no cover
+ if predictions.isnull().sum().any(): # pragma: no cover
raise RuntimeError('missing predictions in hets model')
if predict_at not in predictions.index: # pragma: no cover
raise RuntimeError('missing prediction for `predict_at`')
diff --git a/src/urban_meal_delivery/forecasts/models/tactical/realtime.py b/src/urban_meal_delivery/forecasts/models/tactical/realtime.py
index bf30ee5..a14536d 100644
--- a/src/urban_meal_delivery/forecasts/models/tactical/realtime.py
+++ b/src/urban_meal_delivery/forecasts/models/tactical/realtime.py
@@ -59,7 +59,7 @@ class RealtimeARIMAModel(base.ForecastingModelABC):
# Make predictions for the seasonal component by linear extrapolation.
seasonal_predictions = methods.extrapolate_season.predict(
training_ts=decomposed_training_ts['seasonal'],
- forecast_interval=actuals_ts.index,
+ forecast_interval=pd.DatetimeIndex(actuals_ts.index),
frequency=frequency,
)
@@ -68,7 +68,7 @@ class RealtimeARIMAModel(base.ForecastingModelABC):
training_ts=(
decomposed_training_ts['trend'] + decomposed_training_ts['residual']
),
- forecast_interval=actuals_ts.index,
+ forecast_interval=pd.DatetimeIndex(actuals_ts.index),
# Because the seasonality was taken out before,
# the `training_ts` has, by definition, a `frequency` of `1`.
frequency=1,
@@ -109,7 +109,7 @@ class RealtimeARIMAModel(base.ForecastingModelABC):
# Sanity checks.
if len(predictions) != 1: # pragma: no cover
raise RuntimeError('real-time models should predict exactly one time step')
- if predictions.isnull().any().any(): # pragma: no cover
+ if predictions.isnull().sum().any(): # pragma: no cover
raise RuntimeError('missing predictions in rtarima model')
if predict_at not in predictions.index: # pragma: no cover
raise RuntimeError('missing prediction for `predict_at`')
diff --git a/src/urban_meal_delivery/forecasts/models/tactical/vertical.py b/src/urban_meal_delivery/forecasts/models/tactical/vertical.py
index caf4317..e663907 100644
--- a/src/urban_meal_delivery/forecasts/models/tactical/vertical.py
+++ b/src/urban_meal_delivery/forecasts/models/tactical/vertical.py
@@ -61,7 +61,7 @@ class VerticalARIMAModel(base.ForecastingModelABC):
# Make predictions for the seasonal component by linear extrapolation.
seasonal_predictions = methods.extrapolate_season.predict(
training_ts=decomposed_training_ts['seasonal'],
- forecast_interval=actuals_ts.index,
+ forecast_interval=pd.DatetimeIndex(actuals_ts.index),
frequency=frequency,
)
@@ -70,7 +70,7 @@ class VerticalARIMAModel(base.ForecastingModelABC):
training_ts=(
decomposed_training_ts['trend'] + decomposed_training_ts['residual']
),
- forecast_interval=actuals_ts.index,
+ forecast_interval=pd.DatetimeIndex(actuals_ts.index),
# Because the seasonality was taken out before,
# the `training_ts` has, by definition, a `frequency` of `1`.
frequency=1,
@@ -111,7 +111,7 @@ class VerticalARIMAModel(base.ForecastingModelABC):
# Sanity checks.
if len(predictions) <= 1: # pragma: no cover
raise RuntimeError('vertical models should predict several time steps')
- if predictions.isnull().any().any(): # pragma: no cover
+ if predictions.isnull().sum().any(): # pragma: no cover
raise RuntimeError('missing predictions in varima model')
if predict_at not in predictions.index: # pragma: no cover
raise RuntimeError('missing prediction for `predict_at`')
diff --git a/src/urban_meal_delivery/forecasts/timify.py b/src/urban_meal_delivery/forecasts/timify.py
index adfce8b..55cef76 100644
--- a/src/urban_meal_delivery/forecasts/timify.py
+++ b/src/urban_meal_delivery/forecasts/timify.py
@@ -84,41 +84,50 @@ class OrderHistory:
pixels.pixel_id,
DATE_TRUNC('MINUTE', orders.placed_at)
AS placed_at_without_seconds,
- ((
- EXTRACT(MINUTES FROM orders.placed_at)::INTEGER
- % {self._time_step}
- )::TEXT || ' MINUTES')::INTERVAL
- AS minutes_to_be_cut
+ (
+ (
+ (
+ EXTRACT(MINUTES FROM orders.placed_at)::INTEGER
+ % {self._time_step}
+ )::TEXT
+ ||
+ ' MINUTES'
+ )::INTERVAL
+ ) AS minutes_to_be_cut
FROM (
SELECT
- id,
- placed_at,
- pickup_address_id
+ {config.CLEAN_SCHEMA}.orders.id,
+ {config.CLEAN_SCHEMA}.orders.placed_at,
+ {config.CLEAN_SCHEMA}.orders.pickup_address_id
FROM
{config.CLEAN_SCHEMA}.orders
INNER JOIN (
SELECT
- id AS address_id
+ {config.CLEAN_SCHEMA}.addresses.id AS address_id
FROM
{config.CLEAN_SCHEMA}.addresses
WHERE
- city_id = {self._grid.city.id}
+ {config.CLEAN_SCHEMA}.addresses.city_id
+ = {self._grid.city.id}
) AS in_city
- ON orders.pickup_address_id = in_city.address_id
+ ON {config.CLEAN_SCHEMA}.orders.pickup_address_id
+ = in_city.address_id
WHERE
- ad_hoc IS TRUE
+ {config.CLEAN_SCHEMA}.orders.ad_hoc IS TRUE
) AS
orders
INNER JOIN (
SELECT
- address_id,
- pixel_id
+ {config.CLEAN_SCHEMA}.addresses_pixels.address_id,
+ {config.CLEAN_SCHEMA}.addresses_pixels.pixel_id
FROM
{config.CLEAN_SCHEMA}.addresses_pixels
WHERE
- grid_id = {self._grid.id}
+ {config.CLEAN_SCHEMA}.addresses_pixels.grid_id
+ = {self._grid.id}
AND
- city_id = {self._grid.city.id} -- -> sanity check
+ {config.CLEAN_SCHEMA}.addresses_pixels.city_id
+ = {self._grid.city.id} -- -> sanity check
) AS pixels
ON orders.pickup_address_id = pixels.address_id
) AS placed_at_aggregated_into_start_at
diff --git a/tests/conftest.py b/tests/conftest.py
index b7bafd5..d4b1b25 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -5,6 +5,7 @@ in the CLI layer need access to the database.
"""
import os
+import warnings
import pytest
import sqlalchemy as sa
@@ -94,7 +95,9 @@ def db_session(db_connection):
finally:
session.close()
- transaction.rollback()
+
+ with warnings.catch_warnings(record=True):
+ transaction.rollback()
# Import the fixtures from the `fake_data` sub-package.
diff --git a/tests/db/test_addresses_addresses.py b/tests/db/test_addresses_addresses.py
new file mode 100644
index 0000000..b44ed08
--- /dev/null
+++ b/tests/db/test_addresses_addresses.py
@@ -0,0 +1,682 @@
+"""Test the ORM's `Path` model."""
+
+import json
+
+import googlemaps
+import pytest
+import sqlalchemy as sqla
+from geopy import distance
+from sqlalchemy import exc as sa_exc
+
+from urban_meal_delivery import db
+from urban_meal_delivery.db import utils
+
+
+@pytest.fixture
+def another_address(make_address):
+ """Another `Address` object in the `city`."""
+ return make_address()
+
+
+@pytest.fixture
+def path(address, another_address, make_address):
+ """A `Path` from `address` to `another_address`."""
+ air_distance = distance.great_circle( # noqa:WPS317
+ address.location.lat_lng, another_address.location.lat_lng,
+ ).meters
+
+ # We put 5 latitude-longitude pairs as the "path" from
+ # `.first_address` to `.second_address`.
+ directions = json.dumps(
+ [
+ (float(add.latitude), float(add.longitude))
+ for add in (make_address() for _ in range(5)) # noqa:WPS335
+ ],
+ )
+
+ return db.Path(
+ first_address=address,
+ second_address=another_address,
+ air_distance=round(air_distance),
+ bicycle_distance=round(1.25 * air_distance),
+ bicycle_duration=300,
+ _directions=directions,
+ )
+
+
+class TestSpecialMethods:
+ """Test special methods in `Path`."""
+
+ def test_create_an_address_address_association(self, path):
+ """Test instantiation of a new `Path` object."""
+ assert path is not None
+
+
+@pytest.mark.db
+@pytest.mark.no_cover
+class TestConstraints:
+ """Test the database constraints defined in `Path`."""
+
+ def test_insert_into_database(self, db_session, path):
+ """Insert an instance into the (empty) database."""
+ assert db_session.query(db.Path).count() == 0
+
+ db_session.add(path)
+ db_session.commit()
+
+ assert db_session.query(db.Path).count() == 1
+
+ def test_delete_a_referenced_first_address(self, db_session, path):
+ """Remove a record that is referenced with a FK."""
+ db_session.add(path)
+ db_session.commit()
+
+ # Must delete without ORM as otherwise an UPDATE statement is emitted.
+ stmt = sqla.delete(db.Address).where(db.Address.id == path.first_address.id)
+
+ with pytest.raises(
+ sa_exc.IntegrityError,
+ match='fk_addresses_addresses_to_addresses_via_first_address', # shortened
+ ):
+ db_session.execute(stmt)
+
+ def test_delete_a_referenced_second_address(self, db_session, path):
+ """Remove a record that is referenced with a FK."""
+ db_session.add(path)
+ db_session.commit()
+
+ # Must delete without ORM as otherwise an UPDATE statement is emitted.
+ stmt = sqla.delete(db.Address).where(db.Address.id == path.second_address.id)
+
+ with pytest.raises(
+ sa_exc.IntegrityError,
+ match='fk_addresses_addresses_to_addresses_via_second_address', # shortened
+ ):
+ db_session.execute(stmt)
+
+ def test_reference_an_invalid_city(self, db_session, address, another_address):
+ """Insert a record with an invalid foreign key."""
+ db_session.add(address)
+ db_session.add(another_address)
+ db_session.commit()
+
+ # Must insert without ORM as otherwise SQLAlchemy figures out
+ # that something is wrong before any query is sent to the database.
+ stmt = sqla.insert(db.Path).values(
+ first_address_id=address.id,
+ second_address_id=another_address.id,
+ city_id=999,
+ air_distance=123,
+ )
+
+ with pytest.raises(
+ sa_exc.IntegrityError,
+ match='fk_addresses_addresses_to_addresses_via_first_address', # shortened
+ ):
+ db_session.execute(stmt)
+
+ def test_redundant_addresses(self, db_session, path):
+ """Insert a record that violates a unique constraint."""
+ db_session.add(path)
+ db_session.commit()
+
+ # Must insert without ORM as otherwise SQLAlchemy figures out
+ # that something is wrong before any query is sent to the database.
+ stmt = sqla.insert(db.Path).values(
+ first_address_id=path.first_address.id,
+ second_address_id=path.second_address.id,
+ city_id=path.city_id,
+ air_distance=path.air_distance,
+ )
+
+ with pytest.raises(sa_exc.IntegrityError, match='duplicate key value'):
+ db_session.execute(stmt)
+
+ def test_symmetric_addresses(self, db_session, path):
+ """Insert a record that violates a check constraint."""
+ db_session.add(path)
+ db_session.commit()
+
+ another_path = db.Path(
+ first_address=path.second_address,
+ second_address=path.first_address,
+ air_distance=path.air_distance,
+ )
+ db_session.add(another_path)
+
+ with pytest.raises(
+ sa_exc.IntegrityError,
+ match='ck_addresses_addresses_on_distances_are_symmetric_for_bicycles',
+ ):
+ db_session.commit()
+
+ def test_negative_air_distance(self, db_session, path):
+ """Insert an instance with invalid data."""
+ path.air_distance = -1
+ db_session.add(path)
+
+ with pytest.raises(sa_exc.IntegrityError, match='realistic_air_distance'):
+ db_session.commit()
+
+ def test_air_distance_too_large(self, db_session, path):
+ """Insert an instance with invalid data."""
+ path.air_distance = 20_000
+ path.bicycle_distance = 21_000
+ db_session.add(path)
+
+ with pytest.raises(sa_exc.IntegrityError, match='realistic_air_distance'):
+ db_session.commit()
+
+ def test_bicycle_distance_too_large(self, db_session, path):
+ """Insert an instance with invalid data."""
+ path.bicycle_distance = 25_000
+ db_session.add(path)
+
+ with pytest.raises(sa_exc.IntegrityError, match='realistic_bicycle_distance'):
+ db_session.commit()
+
+ def test_air_distance_shorter_than_bicycle_distance(self, db_session, path):
+ """Insert an instance with invalid data."""
+ path.bicycle_distance = round(0.75 * path.air_distance)
+ db_session.add(path)
+
+ with pytest.raises(sa_exc.IntegrityError, match='air_distance_is_shortest'):
+ db_session.commit()
+
+ @pytest.mark.parametrize('duration', [-1, 3601])
+ def test_unrealistic_bicycle_travel_time(self, db_session, path, duration):
+ """Insert an instance with invalid data."""
+ path.bicycle_duration = duration
+ db_session.add(path)
+
+ with pytest.raises(
+ sa_exc.IntegrityError, match='realistic_bicycle_travel_time',
+ ):
+ db_session.commit()
+
+
+@pytest.mark.db
+class TestFromAddresses:
+ """Test the alternative constructor `Path.from_addresses()`.
+
+ Includes tests for the convenience method `Path.from_order()`,
+ which redirects to `Path.from_addresses()`.
+ """
+
+ @pytest.fixture
+ def _prepare_db(self, db_session, address):
+ """Put the `address` into the database.
+
+ `Address`es must be in the database as otherwise the `.city_id` column
+ cannot be resolved in `Path.from_addresses()`.
+ """
+ db_session.add(address)
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_make_path_instance(
+ self, db_session, address, another_address,
+ ):
+ """Test instantiation of a new `Path` instance."""
+ assert db_session.query(db.Path).count() == 0
+
+ db.Path.from_addresses(address, another_address)
+
+ assert db_session.query(db.Path).count() == 1
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_make_the_same_path_instance_twice(
+ self, db_session, address, another_address,
+ ):
+ """Test instantiation of a new `Path` instance."""
+ assert db_session.query(db.Path).count() == 0
+
+ db.Path.from_addresses(address, another_address)
+
+ assert db_session.query(db.Path).count() == 1
+
+ db.Path.from_addresses(another_address, address)
+
+ assert db_session.query(db.Path).count() == 1
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_structure_of_return_value(self, db_session, address, another_address):
+ """Test instantiation of a new `Path` instance."""
+ results = db.Path.from_addresses(address, another_address)
+
+ assert isinstance(results, list)
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_instances_must_have_air_distance(
+ self, db_session, address, another_address,
+ ):
+ """Test instantiation of a new `Path` instance."""
+ paths = db.Path.from_addresses(address, another_address)
+
+ result = paths[0]
+
+ assert result.air_distance is not None
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_do_not_sync_instances_with_google_maps(
+ self, db_session, address, another_address,
+ ):
+ """Test instantiation of a new `Path` instance."""
+ paths = db.Path.from_addresses(address, another_address)
+
+ result = paths[0]
+
+ assert result.bicycle_distance is None
+ assert result.bicycle_duration is None
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_sync_instances_with_google_maps(
+ self, db_session, address, another_address, monkeypatch,
+ ):
+ """Test instantiation of a new `Path` instance."""
+
+ def sync(self):
+ self.bicycle_distance = 1.25 * self.air_distance
+ self.bicycle_duration = 300
+
+ monkeypatch.setattr(db.Path, 'sync_with_google_maps', sync)
+
+ paths = db.Path.from_addresses(address, another_address, google_maps=True)
+
+ result = paths[0]
+
+ assert result.bicycle_distance is not None
+ assert result.bicycle_duration is not None
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_one_path_for_two_addresses(self, db_session, address, another_address):
+ """Test instantiation of a new `Path` instance."""
+ result = len(db.Path.from_addresses(address, another_address))
+
+ assert result == 1
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_two_paths_for_three_addresses(self, db_session, make_address):
+ """Test instantiation of a new `Path` instance."""
+ result = len(db.Path.from_addresses(*[make_address() for _ in range(3)]))
+
+ assert result == 3
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_six_paths_for_four_addresses(self, db_session, make_address):
+ """Test instantiation of a new `Path` instance."""
+ result = len(db.Path.from_addresses(*[make_address() for _ in range(4)]))
+
+ assert result == 6
+
+ # Tests for the `Path.from_order()` convenience method.
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_make_path_instance_from_order(
+ self, db_session, order,
+ ):
+ """Test instantiation of a new `Path` instance."""
+ assert db_session.query(db.Path).count() == 0
+
+ db.Path.from_order(order)
+
+ assert db_session.query(db.Path).count() == 1
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_make_the_same_path_instance_from_order_twice(
+ self, db_session, order,
+ ):
+ """Test instantiation of a new `Path` instance."""
+ assert db_session.query(db.Path).count() == 0
+
+ db.Path.from_order(order)
+
+ assert db_session.query(db.Path).count() == 1
+
+ db.Path.from_order(order)
+
+ assert db_session.query(db.Path).count() == 1
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_structure_of_return_value_from_order(self, db_session, order):
+ """Test instantiation of a new `Path` instance."""
+ result = db.Path.from_order(order)
+
+ assert isinstance(result, db.Path)
+
+ @pytest.mark.usefixtures('_prepare_db')
+ def test_sync_instance_from_order_with_google_maps(
+ self, db_session, order, monkeypatch,
+ ):
+ """Test instantiation of a new `Path` instance."""
+
+ def sync(self):
+ self.bicycle_distance = 1.25 * self.air_distance
+ self.bicycle_duration = 300
+
+ monkeypatch.setattr(db.Path, 'sync_with_google_maps', sync)
+
+ result = db.Path.from_order(order, google_maps=True)
+
+ assert result.bicycle_distance is not None
+ assert result.bicycle_duration is not None
+
+
+@pytest.mark.db
+class TestSyncWithGoogleMaps:
+ """Test the `Path.sync_with_google_maps()` method."""
+
+ @pytest.fixture
+ def api_response(self):
+ """A typical (shortened) response by the Google Maps Directions API."""
+ return [ # noqa:ECE001
+ {
+ 'bounds': {
+ 'northeast': {'lat': 44.8554284, 'lng': -0.5652398},
+ 'southwest': {'lat': 44.8342256, 'lng': -0.5708206},
+ },
+ 'copyrights': 'Map data ©2021',
+ 'legs': [
+ {
+ 'distance': {'text': '3.0 km', 'value': 2999},
+ 'duration': {'text': '10 mins', 'value': 596},
+ 'end_address': '13 Place Paul et Jean Paul Avisseau, ...',
+ 'end_location': {'lat': 44.85540839999999, 'lng': -0.5672105},
+ 'start_address': '59 Rue Saint-François, 33000 Bordeaux, ...',
+ 'start_location': {'lat': 44.8342256, 'lng': -0.570372},
+ 'steps': [
+ {
+ 'distance': {'text': '0.1 km', 'value': 138},
+ 'duration': {'text': '1 min', 'value': 43},
+ 'end_location': {
+ 'lat': 44.83434380000001,
+ 'lng': -0.5690105999999999,
+ },
+ 'html_instructions': 'Head east on ...',
+ 'polyline': {'points': '}tspGxknBKcDIkB'},
+ 'start_location': {'lat': 44.8342256, 'lng': -0.57032},
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '0.1 km', 'value': 115},
+ 'duration': {'text': '1 min', 'value': 22},
+ 'end_location': {'lat': 44.8353651, 'lng': -0.569199},
+ 'html_instructions': 'Turn left onto ...',
+ 'maneuver': 'turn-left',
+ 'polyline': {'points': 'suspGhcnBc@JE@_@DiAHA?w@F'},
+ 'start_location': {
+ 'lat': 44.83434380000001,
+ 'lng': -0.5690105999999999,
+ },
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '0.3 km', 'value': 268},
+ 'duration': {'text': '1 min', 'value': 59},
+ 'end_location': {'lat': 44.8362675, 'lng': -0.5660914},
+ 'html_instructions': 'Turn right onto ...',
+ 'maneuver': 'turn-right',
+ 'polyline': {
+ 'points': 'a|spGndnBEYEQKi@Mi@Is@CYCOE]CQIq@ ...',
+ },
+ 'start_location': {'lat': 44.8353651, 'lng': -0.56919},
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '0.1 km', 'value': 95},
+ 'duration': {'text': '1 min', 'value': 29},
+ 'end_location': {'lat': 44.8368458, 'lng': -0.5652398},
+ 'html_instructions': 'Slight left onto ...',
+ 'maneuver': 'turn-slight-left',
+ 'polyline': {
+ 'points': 'uatpG`qmBg@aAGM?ACE[k@CICGACEGCCAAEAG?',
+ },
+ 'start_location': {
+ 'lat': 44.8362675,
+ 'lng': -0.5660914,
+ },
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '23 m', 'value': 23},
+ 'duration': {'text': '1 min', 'value': 4},
+ 'end_location': {'lat': 44.83697, 'lng': -0.5654425},
+ 'html_instructions': 'Slight left to stay ...',
+ 'maneuver': 'turn-slight-left',
+ 'polyline': {
+ 'points': 'ietpGvkmBA@C?CBCBEHA@AB?B?B?B?@',
+ },
+ 'start_location': {
+ 'lat': 44.8368458,
+ 'lng': -0.5652398,
+ },
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '0.2 km', 'value': 185},
+ 'duration': {'text': '1 min', 'value': 23},
+ 'end_location': {'lat': 44.8382126, 'lng': -0.5669969},
+ 'html_instructions': 'Take the ramp to Le Lac ...',
+ 'polyline': {
+ 'points': 'aftpG~lmBY^[^sAdB]`@CDKLQRa@h@A@IZ',
+ },
+ 'start_location': {'lat': 44.83697, 'lng': -0.5654425},
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '0.3 km', 'value': 253},
+ 'duration': {'text': '1 min', 'value': 43},
+ 'end_location': {'lat': 44.840163, 'lng': -0.5686525},
+ 'html_instructions': 'Merge onto Quai Richelieu',
+ 'maneuver': 'merge',
+ 'polyline': {
+ 'points': 'ymtpGvvmBeAbAe@b@_@ZUN[To@f@e@^A?g ...',
+ },
+ 'start_location': {
+ 'lat': 44.8382126,
+ 'lng': -0.5669969,
+ },
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '0.1 km', 'value': 110},
+ 'duration': {'text': '1 min', 'value': 21},
+ 'end_location': {'lat': 44.841079, 'lng': -0.5691835},
+ 'html_instructions': 'Continue onto Quai de la ...',
+ 'polyline': {'points': '_ztpG`anBUNQLULUJOHMFKDWN'},
+ 'start_location': {'lat': 44.840163, 'lng': -0.56865},
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '0.3 km', 'value': 262},
+ 'duration': {'text': '1 min', 'value': 44},
+ 'end_location': {'lat': 44.8433375, 'lng': -0.5701161},
+ 'html_instructions': 'Continue onto Quai du ...',
+ 'polyline': {
+ 'points': 'w_upGjdnBeBl@sBn@gA^[JIBc@Nk@Nk@L',
+ },
+ 'start_location': {'lat': 44.841079, 'lng': -0.56915},
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '0.6 km', 'value': 550},
+ 'duration': {'text': '2 mins', 'value': 97},
+ 'end_location': {
+ 'lat': 44.84822339999999,
+ 'lng': -0.5705307,
+ },
+ 'html_instructions': 'Continue onto Quai ...',
+ 'polyline': {
+ 'points': '{mupGfjnBYFI@IBaAPUD{AX}@NK@]Fe@H ...',
+ },
+ 'start_location': {
+ 'lat': 44.8433375,
+ 'lng': -0.5701161,
+ },
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '0.5 km', 'value': 508},
+ 'duration': {'text': '1 min', 'value': 87},
+ 'end_location': {'lat': 44.8523224, 'lng': -0.5678223},
+ 'html_instructions': 'Continue onto ...',
+ 'polyline': {
+ 'points': 'klvpGxlnBWEUGWGSGMEOEOE[KMEQGIA] ...',
+ },
+ 'start_location': {
+ 'lat': 44.84822339999999,
+ 'lng': -0.5705307,
+ },
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '28 m', 'value': 28},
+ 'duration': {'text': '1 min', 'value': 45},
+ 'end_location': {
+ 'lat': 44.85245620000001,
+ 'lng': -0.5681259,
+ },
+ 'html_instructions': 'Turn left onto ...',
+ 'maneuver': 'turn-left',
+ 'polyline': {'points': '_fwpGz{mBGLADGPCFEN'},
+ 'start_location': {
+ 'lat': 44.8523224,
+ 'lng': -0.5678223,
+ },
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '0.2 km', 'value': 176},
+ 'duration': {'text': '1 min', 'value': 31},
+ 'end_location': {'lat': 44.8536857, 'lng': -0.5667282},
+ 'html_instructions': 'Turn right onto ...',
+ 'maneuver': 'turn-right',
+ 'polyline': {
+ 'points': '{fwpGx}mB_@c@mAuAOQi@m@m@y@_@c@',
+ },
+ 'start_location': {
+ 'lat': 44.85245620000001,
+ 'lng': -0.5681259,
+ },
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '0.2 km', 'value': 172},
+ 'duration': {'text': '1 min', 'value': 28},
+ 'end_location': {'lat': 44.8547766, 'lng': -0.5682825},
+ 'html_instructions': 'Turn left onto ... ',
+ 'maneuver': 'turn-left',
+ 'polyline': {'points': 'qnwpG`umBW`@UkDtF'},
+ 'start_location': {
+ 'lat': 44.8536857,
+ 'lng': -0.5667282,
+ },
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '0.1 km', 'value': 101},
+ 'duration': {'text': '1 min', 'value': 17},
+ 'end_location': {'lat': 44.8554284, 'lng': -0.5673822},
+ 'html_instructions': 'Turn right onto ...',
+ 'maneuver': 'turn-right',
+ 'polyline': {'points': 'kuwpGv~mBa@q@cA_B[a@'},
+ 'start_location': {
+ 'lat': 44.8547766,
+ 'lng': -0.5682825,
+ },
+ 'travel_mode': 'BICYCLING',
+ },
+ {
+ 'distance': {'text': '15 m', 'value': 15},
+ 'duration': {'text': '1 min', 'value': 3},
+ 'end_location': {
+ 'lat': 44.85540839999999,
+ 'lng': -0.5672105,
+ },
+ 'html_instructions': 'Turn right onto ...',
+ 'maneuver': 'turn-right',
+ 'polyline': {'points': 'mywpGbymBBC@C?E?C?E?EAC'},
+ 'start_location': {
+ 'lat': 44.8554284,
+ 'lng': -0.5673822,
+ },
+ 'travel_mode': 'BICYCLING',
+ },
+ ],
+ 'traffic_speed_entry': [],
+ 'via_waypoint': [],
+ },
+ ],
+ 'overview_polyline': {
+ 'points': '}tspGxknBUoGi@LcDVe@_CW{Ba@sC[eA_@} ...',
+ },
+ 'summary': 'Quai des Chartrons',
+ 'warnings': ['Bicycling directions are in beta ...'],
+ 'waypoint_order': [],
+ },
+ ]
+
+ @pytest.fixture
+ def _fake_google_api(self, api_response, monkeypatch):
+ """Patch out the call to the Google Maps Directions API."""
+
+ def directions(_self, *_args, **_kwargs):
+ return api_response
+
+ monkeypatch.setattr(googlemaps.Client, 'directions', directions)
+
+ @pytest.mark.usefixtures('_fake_google_api')
+ def test_sync_instances_with_google_maps(self, db_session, path):
+ """Call the method for a `Path` object without Google data."""
+ path.bicycle_distance = None
+ path.bicycle_duration = None
+ path._directions = None
+
+ path.sync_with_google_maps()
+
+ assert path.bicycle_distance == 2_999
+ assert path.bicycle_duration == 596
+ assert path._directions is not None
+
+ @pytest.mark.usefixtures('_fake_google_api')
+ def test_repeated_sync_instances_with_google_maps(self, db_session, path):
+ """Call the method for a `Path` object with Google data.
+
+ That call should immediately return without changing any data.
+
+ We use the `path`'s "Google" data from above.
+ """
+ old_distance = path.bicycle_distance
+ old_duration = path.bicycle_duration
+ old_directions = path._directions
+
+ path.sync_with_google_maps()
+
+ assert path.bicycle_distance is old_distance
+ assert path.bicycle_duration is old_duration
+ assert path._directions is old_directions
+
+
+class TestProperties:
+ """Test properties in `Path`."""
+
+ def test_waypoints_structure(self, path):
+ """Test `Path.waypoints` property."""
+ result = path.waypoints
+
+ assert isinstance(result, list)
+ assert isinstance(result[0], utils.Location)
+
+ def test_waypoints_content(self, path):
+ """Test `Path.waypoints` property."""
+ result = path.waypoints
+
+ # There are 5 inner points, excluding start and end,
+ # i.e., the `.first_address` and `second_address`.
+ assert len(result) == 5
+
+ def test_waypoints_is_cached(self, path):
+ """Test `Path.waypoints` property."""
+ result1 = path.waypoints
+ result2 = path.waypoints
+
+ assert result1 is result2
diff --git a/tests/db/test_addresses_pixels.py b/tests/db/test_addresses_pixels.py
index d5beadd..9f5f70e 100644
--- a/tests/db/test_addresses_pixels.py
+++ b/tests/db/test_addresses_pixels.py
@@ -24,7 +24,7 @@ def assoc(address, pixel):
@pytest.mark.no_cover
class TestSpecialMethods:
- """Test special methods in `Pixel`."""
+ """Test special methods in `AddressPixelAssociation`."""
def test_create_an_address_pixel_association(self, assoc):
"""Test instantiation of a new `AddressPixelAssociation` object."""
diff --git a/tests/db/utils/test_locations.py b/tests/db/utils/test_locations.py
index 8eb0263..0a3d3d2 100644
--- a/tests/db/utils/test_locations.py
+++ b/tests/db/utils/test_locations.py
@@ -122,6 +122,15 @@ class TestProperties:
assert result == pytest.approx(float(address.longitude))
+ def test_lat_lng(self, location, address):
+ """Test `Location.lat_lng` property."""
+ result = location.lat_lng
+
+ assert result == (
+ pytest.approx(float(address.latitude)),
+ pytest.approx(float(address.longitude)),
+ )
+
def test_easting(self, location):
"""Test `Location.easting` property."""
result = location.easting