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Going deep (#28)

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* Adding exploratory data notebooks.

* Removing state listenor and updating explore
This commit is contained in:
lcmchris
2022-09-05 10:16:48 +08:00
committed by GitHub
parent 4778775696
commit 892b59c447
6 changed files with 1649 additions and 106 deletions
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6
thesillyhome_src/appdaemon/apps/apps.yaml
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@@ -1,7 +1,3 @@
model_executor:
module: model_executor
class: ModelExecutor
states_listenor:
module: states_listenor
class: StatesListenor
class: ModelExecutor

69
thesillyhome_src/appdaemon/apps/states_listenor.py
View File

@@ -1,69 +0,0 @@
# Library imports
import appdaemon.plugins.hass.hassapi as hass
import pandas as pd
from sqlalchemy import create_engine
import time
import threading
import json
from datetime import datetime
import uuid
# Local application imports
import thesillyhome.model_creator.read_config_json as tsh_config
class StatesListenor(hass.Hass):
def initialize(self):
self.extdb = self.connect_external_db()
self.handle = self.listen_state(self.state_handler)
self.loop = self.periodic_log_state_daemon()
self.user = hex(uuid.getnode())
self.log("Hello from TheSillyHome")
self.log("TheSillyHome state listenor fully initialized!")
def periodic_log_state_daemon(self):
thread = threading.Thread(target=self.periodic_log_state, daemon=True)
thread.start()
def periodic_log_state(self):
while True:
data_export = {
"snapshot_time": str(datetime.now()),
"get_state_json": json.dumps(self.get_state()),
"type": "peri",
"user_id": self.user,
}
data = pd.DataFrame(data_export, index=[0])
data.to_sql(
"states_snapshots", con=self.extdb, index=False, if_exists="append"
)
time.sleep(5.0 - time.time() % 5.0)
def state_handler(self, entity, attribute, old, new, kwargs):
if entity in tsh_config.devices:
data_export_event = {
"snapshot_time": str(datetime.now()),
"get_state_json": json.dumps(self.get_state()),
"type": "chng",
"user_id": self.user,
}
data_event = pd.DataFrame(data_export_event, index=[0])
data_event.to_sql(
"states_snapshots", con=self.extdb, index=False, if_exists="append"
)
def connect_external_db(self):
host = tsh_config.extdb_host
port = tsh_config.extdb_port
user = tsh_config.extdb_username
password = tsh_config.extdb_password
database = tsh_config.extdb_database
extdb = create_engine(
f"mysql+pymysql://{user}:{password}@{host}:{port}/{database}", echo=False
)
return extdb

1332
thesillyhome_src/exploratory_data/exploratory.ipynb Normal file
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File diff suppressed because one or more lines are too long

346
thesillyhome_src/thesillyhome/poetry.lock generated
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@@ -20,6 +20,17 @@ d = ["aiohttp (>=3.7.4)"]
jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
uvloop = ["uvloop (>=0.15.2)"]
[[package]]
name = "cffi"
version = "1.15.1"
description = "Foreign Function Interface for Python calling C code."
category = "main"
optional = false
python-versions = "*"
[package.dependencies]
pycparser = "*"
[[package]]
name = "click"
version = "8.1.3"
@@ -39,6 +50,25 @@ category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
[[package]]
name = "cryptography"
version = "37.0.4"
description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
category = "main"
optional = false
python-versions = ">=3.6"
[package.dependencies]
cffi = ">=1.12"
[package.extras]
docs = ["sphinx (>=1.6.5,!=1.8.0,!=3.1.0,!=3.1.1)", "sphinx_rtd_theme"]
docstest = ["pyenchant (>=1.6.11)", "sphinxcontrib-spelling (>=4.0.1)", "twine (>=1.12.0)"]
pep8test = ["black", "flake8", "flake8-import-order", "pep8-naming"]
sdist = ["setuptools_rust (>=0.11.4)"]
ssh = ["bcrypt (>=3.1.5)"]
test = ["hypothesis (>=1.11.4,!=3.79.2)", "iso8601", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pytz"]
[[package]]
name = "cycler"
version = "0.11.0"
@@ -56,9 +86,9 @@ optional = false
python-versions = ">=3.7"
[package.extras]
all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "uharfbuzz (>=0.23.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=14.0.0)", "xattr"]
all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=14.0.0)", "xattr", "zopfli (>=0.1.4)"]
graphite = ["lz4 (>=1.7.4.2)"]
interpolatable = ["scipy", "munkres"]
interpolatable = ["munkres", "scipy"]
lxml = ["lxml (>=4.0,<5)"]
pathops = ["skia-pathops (>=0.5.0)"]
plot = ["matplotlib"]
@@ -67,7 +97,7 @@ symfont = ["sympy"]
type1 = ["xattr"]
ufo = ["fs (>=2.2.0,<3)"]
unicode = ["unicodedata2 (>=14.0.0)"]
woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"]
woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
[[package]]
name = "greenlet"
@@ -78,7 +108,7 @@ optional = false
python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
[package.extras]
docs = ["sphinx"]
docs = ["Sphinx"]
[[package]]
name = "joblib"
@@ -200,8 +230,8 @@ optional = false
python-versions = ">=3.7"
[package.extras]
docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"]
test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"]
docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx (>=4)", "sphinx-autodoc-typehints (>=1.12)"]
test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
[[package]]
name = "psycopg2"
@@ -212,7 +242,15 @@ optional = false
python-versions = ">=3.6"
[[package]]
name = "pymysql"
name = "pycparser"
version = "2.21"
description = "C parser in Python"
category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
[[package]]
name = "PyMySQL"
version = "1.0.2"
description = "Pure Python MySQL Driver"
category = "main"
@@ -220,8 +258,8 @@ optional = false
python-versions = ">=3.6"
[package.extras]
rsa = ["cryptography"]
ed25519 = ["PyNaCl (>=1.4.0)"]
rsa = ["cryptography"]
[[package]]
name = "pyparsing"
@@ -232,7 +270,7 @@ optional = false
python-versions = ">=3.6.8"
[package.extras]
diagrams = ["railroad-diagrams", "jinja2"]
diagrams = ["jinja2", "railroad-diagrams"]
[[package]]
name = "python-dateutil"
@@ -268,10 +306,10 @@ scipy = ">=1.3.2"
threadpoolctl = ">=2.0.0"
[package.extras]
benchmark = ["matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "memory-profiler (>=0.57.0)"]
docs = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.2.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
examples = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)"]
tests = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "black (>=22.3.0)", "mypy (>=0.770)", "pyamg (>=4.0.0)", "numpydoc (>=1.2.0)"]
benchmark = ["matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "pandas (>=1.0.5)"]
docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "scikit-image (>=0.14.5)", "seaborn (>=0.9.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
examples = ["matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "scikit-image (>=0.14.5)", "seaborn (>=0.9.0)"]
tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.2)", "mypy (>=0.770)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "pyamg (>=4.0.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "scikit-image (>=0.14.5)"]
[[package]]
name = "scipy"
@@ -284,6 +322,19 @@ python-versions = ">=3.8,<3.11"
[package.dependencies]
numpy = ">=1.17.3,<1.25.0"
[[package]]
name = "setuptools"
version = "65.3.0"
description = "Easily download, build, install, upgrade, and uninstall Python packages"
category = "main"
optional = false
python-versions = ">=3.7"
[package.extras]
docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
[[package]]
name = "setuptools-scm"
version = "7.0.2"
@@ -294,6 +345,7 @@ python-versions = ">=3.7"
[package.dependencies]
packaging = ">=20.0"
setuptools = "*"
tomli = ">=1.0.0"
typing-extensions = "*"
@@ -310,7 +362,7 @@ optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
[[package]]
name = "sqlalchemy"
name = "SQLAlchemy"
version = "1.4.40"
description = "Database Abstraction Library"
category = "main"
@@ -321,25 +373,25 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
[package.extras]
aiomysql = ["greenlet (!=0.4.17)", "aiomysql"]
aiosqlite = ["typing_extensions (!=3.10.0.1)", "greenlet (!=0.4.17)", "aiosqlite"]
aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
asyncio = ["greenlet (!=0.4.17)"]
asyncmy = ["greenlet (!=0.4.17)", "asyncmy (>=0.2.3,!=0.2.4)"]
asyncmy = ["asyncmy (>=0.2.3,!=0.2.4)", "greenlet (!=0.4.17)"]
mariadb_connector = ["mariadb (>=1.0.1,!=1.1.2)"]
mssql = ["pyodbc"]
mssql_pymssql = ["pymssql"]
mssql_pyodbc = ["pyodbc"]
mypy = ["sqlalchemy2-stubs", "mypy (>=0.910)"]
mysql = ["mysqlclient (>=1.4.0,<2)", "mysqlclient (>=1.4.0)"]
mypy = ["mypy (>=0.910)", "sqlalchemy2-stubs"]
mysql = ["mysqlclient (>=1.4.0)", "mysqlclient (>=1.4.0,<2)"]
mysql_connector = ["mysql-connector-python"]
oracle = ["cx_oracle (>=7,<8)", "cx_oracle (>=7)"]
oracle = ["cx_oracle (>=7)", "cx_oracle (>=7,<8)"]
postgresql = ["psycopg2 (>=2.7)"]
postgresql_asyncpg = ["greenlet (!=0.4.17)", "asyncpg"]
postgresql_asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
postgresql_pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
postgresql_psycopg2binary = ["psycopg2-binary"]
postgresql_psycopg2cffi = ["psycopg2cffi"]
pymysql = ["pymysql (<1)", "pymysql"]
sqlcipher = ["sqlcipher3-binary"]
pymysql = ["pymysql", "pymysql (<1)"]
sqlcipher = ["sqlcipher3_binary"]
[[package]]
name = "threadpoolctl"
@@ -385,15 +437,132 @@ python-versions = ">=3.7"
[metadata]
lock-version = "1.1"
python-versions = ">=3.9,<3.11"
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content-hash = "e2ac373a4718385d0f2ba16d6d82d084b68bcce77252064e35049462bdbb5387"
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1
thesillyhome_src/thesillyhome/pyproject.toml
View File

@@ -20,6 +20,7 @@ scipy = "1.8.1"
SQLAlchemy = "1.4.40"
black = "22.6.0"
PyMySQL = "1.0.2"
cryptography = "37.0.4"
[tool.poetry.dev-dependencies]

1
thesillyhome_src/thesillyhome/requirements.txt
View File

@@ -11,3 +11,4 @@ matplotlib==3.5.2
sqlalchemy==1.4.40
pymysql==1.0.2
black==22.6.0
cryptography==37.0.4