diff --git a/D2Dbook/2_Data_sources/APIs/downloads/forecast.json b/D2Dbook/2_Data_sources/APIs/downloads/forecast.json index b45f50c..fb17666 100644 --- a/D2Dbook/2_Data_sources/APIs/downloads/forecast.json +++ b/D2Dbook/2_Data_sources/APIs/downloads/forecast.json @@ -4,454 +4,448 @@ "cnt": 40, "list": [ { - "dt": 1695902400, + "dt": 1695978000, "main": { - "temp": 286.54, - "feels_like": 286.49, - "temp_min": 284.42, - "temp_max": 286.54, - "pressure": 1010, - "sea_level": 1010, - "grnd_level": 992, - "humidity": 98, - "temp_kf": 2.12 + "temp": 285.89, + "feels_like": 285.54, + "temp_min": 285.89, + "temp_max": 286.81, + "pressure": 1007, + "sea_level": 1007, + "grnd_level": 989, + "humidity": 89, + "temp_kf": -0.92 }, "weather": [ { - "id": 500, - "main": "Rain", - "description": "light rain", - "icon": "10d" + "id": 804, + "main": "Clouds", + "description": "overcast clouds", + "icon": "04d" } ], "clouds": { - "all": 100 + "all": 98 }, "wind": { - "speed": 1.02, - "deg": 113, - "gust": 3.2 - 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"id": 803, + "id": 804, "main": "Clouds", - "description": "broken clouds", + "description": "overcast clouds", "icon": "04n" } ], "clouds": { - "all": 80 + "all": 100 }, "wind": { - "speed": 1.38, - "deg": 281, - "gust": 1.2 + "speed": 1.77, + "deg": 287, + "gust": 1.82 }, "visibility": 10000, "pop": 0, "sys": { "pod": "n" }, - "dt_txt": "2023-10-02 00:00:00" + "dt_txt": "2023-10-03 00:00:00" }, { - "dt": 1696215600, + "dt": 1696302000, "main": { - "temp": 280.95, - "feels_like": 280.06, - "temp_min": 280.95, - "temp_max": 280.95, - "pressure": 1012, - "sea_level": 1012, - "grnd_level": 994, - "humidity": 81, + "temp": 280.48, + "feels_like": 279.65, + "temp_min": 280.48, + "temp_max": 280.48, + "pressure": 1008, + "sea_level": 1008, + "grnd_level": 989, + "humidity": 79, "temp_kf": 0 }, "weather": [ @@ -1078,64 +1108,64 @@ "all": 100 }, "wind": { - "speed": 1.71, - "deg": 292, - "gust": 1.73 + "speed": 1.59, + "deg": 289, + "gust": 1.6 }, "visibility": 10000, "pop": 0, "sys": { "pod": "n" }, - 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"dt_txt": "2023-10-02 18:00:00" + "dt_txt": "2023-10-03 18:00:00" }, { - "dt": 1696280400, + "dt": 1696366800, "main": { - "temp": 282.82, - "feels_like": 282.82, - "temp_min": 282.82, - "temp_max": 282.82, - "pressure": 1009, - "sea_level": 1009, - "grnd_level": 991, - "humidity": 77, + "temp": 281.14, + "feels_like": 279.93, + "temp_min": 281.14, + "temp_max": 281.14, + "pressure": 1003, + "sea_level": 1003, + "grnd_level": 985, + "humidity": 76, "temp_kf": 0 }, "weather": [ @@ -1291,163 +1321,127 @@ } ], "clouds": { - "all": 100 + "all": 88 }, "wind": { - "speed": 0.68, - "deg": 295, - "gust": 0.64 + "speed": 2.08, + "deg": 280, + "gust": 2.04 }, "visibility": 10000, "pop": 0, "sys": { "pod": "n" }, - "dt_txt": "2023-10-02 21:00:00" + "dt_txt": "2023-10-03 21:00:00" }, { - "dt": 1696291200, + "dt": 1696377600, "main": { - "temp": 281.55, - "feels_like": 281.55, - "temp_min": 281.55, - "temp_max": 281.55, - "pressure": 1007, - "sea_level": 1007, - "grnd_level": 989, - "humidity": 80, + "temp": 279.24, + "feels_like": 277.62, + "temp_min": 279.24, + "temp_max": 279.24, + "pressure": 1004, + "sea_level": 1004, + "grnd_level": 986, + "humidity": 87, "temp_kf": 0 }, "weather": [ { - "id": 804, + "id": 803, "main": "Clouds", - "description": "overcast clouds", + "description": "broken clouds", "icon": "04n" } ], "clouds": { - "all": 100 + "all": 61 }, "wind": { - "speed": 0.91, - "deg": 292, - "gust": 0.84 + "speed": 2.18, + "deg": 283, + "gust": 2.15 }, "visibility": 10000, "pop": 0, "sys": { "pod": "n" }, - "dt_txt": "2023-10-03 00:00:00" + "dt_txt": "2023-10-04 00:00:00" }, { - "dt": 1696302000, + "dt": 1696388400, "main": { - "temp": 281.32, - "feels_like": 281.32, - "temp_min": 281.32, - "temp_max": 281.32, + "temp": 279.55, + "feels_like": 278.25, + "temp_min": 279.55, + "temp_max": 279.55, "pressure": 1005, "sea_level": 1005, "grnd_level": 987, - "humidity": 79, + "humidity": 84, "temp_kf": 0 }, "weather": [ { - "id": 804, + "id": 803, "main": "Clouds", - "description": "overcast clouds", + "description": "broken clouds", "icon": "04n" } ], "clouds": { - "all": 100 + "all": 65 }, "wind": { - "speed": 0.82, - "deg": 264, - "gust": 0.76 + "speed": 1.9, + "deg": 288, + "gust": 2.06 }, "visibility": 10000, "pop": 0, "sys": { "pod": "n" }, - "dt_txt": "2023-10-03 03:00:00" + "dt_txt": "2023-10-04 03:00:00" }, { - "dt": 1696312800, + "dt": 1696399200, "main": { - "temp": 281.14, - "feels_like": 280.67, - "temp_min": 281.14, - "temp_max": 281.14, - "pressure": 1004, - "sea_level": 1004, - "grnd_level": 985, + "temp": 280.78, + "feels_like": 279.69, + "temp_min": 280.78, + "temp_max": 280.78, + "pressure": 1006, + "sea_level": 1006, + "grnd_level": 988, "humidity": 80, "temp_kf": 0 }, "weather": [ { - "id": 804, + "id": 803, "main": "Clouds", - "description": "overcast clouds", + "description": "broken clouds", "icon": "04d" } ], "clouds": { - "all": 100 - }, - "wind": { - "speed": 1.36, - "deg": 301, - "gust": 1.23 - }, - "visibility": 10000, - "pop": 0, - "sys": { - "pod": "d" - }, - "dt_txt": "2023-10-03 06:00:00" - }, - { - "dt": 1696323600, - "main": { - "temp": 286.39, - "feels_like": 285.39, - "temp_min": 286.39, - "temp_max": 286.39, - "pressure": 1002, - "sea_level": 1002, - "grnd_level": 984, - "humidity": 62, - "temp_kf": 0 - }, - "weather": [ - { - "id": 801, - "main": "Clouds", - "description": "few clouds", - "icon": "02d" - } - ], - "clouds": { - "all": 14 + "all": 82 }, "wind": { - "speed": 1, - "deg": 238, - "gust": 2.22 + "speed": 1.88, + "deg": 290, + "gust": 2.35 }, "visibility": 10000, "pop": 0, "sys": { "pod": "d" }, - "dt_txt": "2023-10-03 09:00:00" + "dt_txt": "2023-10-04 06:00:00" } ], "city": { @@ -1460,7 +1454,7 @@ "country": "NO", "population": 1000, "timezone": 7200, - "sunrise": 1695878326, - "sunset": 1695920747 + "sunrise": 1695964869, + "sunset": 1696006963 } } \ No newline at end of file diff --git a/D2Dbook/2_Data_sources/APIs/downloads/weather.json b/D2Dbook/2_Data_sources/APIs/downloads/weather.json index e1fdd0e..b2f7eb2 100644 --- a/D2Dbook/2_Data_sources/APIs/downloads/weather.json +++ b/D2Dbook/2_Data_sources/APIs/downloads/weather.json @@ -13,31 +13,31 @@ ], "base": "stations", "main": { - "temp": 289.65, - "feels_like": 289.71, - "temp_min": 288.66, - "temp_max": 290, - "pressure": 1011, - "humidity": 90, - "sea_level": 1011, - "grnd_level": 994 + "temp": 287.11, + "feels_like": 287.04, + "temp_min": 286.92, + "temp_max": 287.64, + "pressure": 1008, + "humidity": 95, + "sea_level": 1008, + "grnd_level": 992 }, "visibility": 10000, "wind": { - "speed": 4.17, - "deg": 144, - "gust": 10.11 + "speed": 3.99, + "deg": 202, + "gust": 10.74 }, "clouds": { - "all": 98 + "all": 96 }, - "dt": 1695899545, + "dt": 1695970926, "sys": { "type": 2, "id": 2006772, "country": "NO", - "sunrise": 1695878026, - "sunset": 1695920465 + "sunrise": 1695964565, + "sunset": 1696006684 }, "timezone": 7200, "id": 3139081, diff --git a/D2Dbook/6_Appendix/Installation.ipynb b/D2Dbook/6_Appendix/Installation.ipynb index c83f681..3629987 100644 --- a/D2Dbook/6_Appendix/Installation.ipynb +++ b/D2Dbook/6_Appendix/Installation.ipynb @@ -6,7 +6,10 @@ "source": [ "# Installation\n", "## General note on Windows installations\n", - "When a system wide change like adding/changing environment variables or installing a program is performed, this does not appear in the current session of a Jupyter Notebook or other module that is started (directly or indirectly) from the command line. A restart of the whole Jupyter Notebook server may therefore be needed after the mentioned changes to see their effects." + "When a system wide change like adding/changing environment variables or installing a program is performed, this does not appear in the current session of a Jupyter Notebook or other module that is started (directly or indirectly) from the command line. A restart of the whole Jupyter Notebook server may therefore be needed after the mentioned changes to see their effects.\n", + "\n", + "### Company managed Windows computers\n", + "Some companies and organisations, e.g., the Norwegian University of Life Sciences (NMBU), do not give administrative rights to their employees by default. Instead they have a Software Center with installable programs. For NMBU the Software Center includes Anaconda, VS Code, Docker (with automatic WSL installation), Java, and Power BI Desktop." ] }, { @@ -29,10 +32,26 @@ " ```\n", " conda create --name D2D_env\n", " conda activate D2D_env\n", + " conda install pip\n", " pip install -r /path_to_D2Dbook/requirements.txt\n", " ```" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Integrated Developer Environment - IDE\n", + "- There are many to choose between, e.g., the poular freeware applications [PyCharm](https://www.jetbrains.com/pycharm/) and Visual Studio Code ([VS Code](https://code.visualstudio.com/)).\n", + "- This book was developed using VS Code.\n", + "\n", + "### VS Code\n", + "- Download and install [VS Code](https://code.visualstudio.com/).\n", + "- Add extensions for Python and Jupyter, possibly also for JSON viewer, GitHub Copilot, etc.\n", + "- You may have to set the Conda and Python paths in the settings for the Python extension.\n", + "- If your favourite Conda environment is not detected, press Ctrl/Cmd+Shift+P and write _python:Select Interpreter_ to enable manual input of environment path." + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -69,7 +88,6 @@ "To install a newer version from the terminal you can write the following: \n", "```\n", "pip install git+https://github.com/datastax/python-driver.git\n", - "pip install cql\n", "```" ] }, diff --git a/D2Dbook/_build/.doctrees/2_Data_sources/APIs/OpenWeatherMap.doctree b/D2Dbook/_build/.doctrees/2_Data_sources/APIs/OpenWeatherMap.doctree index 0daa99a..66c77e8 100644 Binary files a/D2Dbook/_build/.doctrees/2_Data_sources/APIs/OpenWeatherMap.doctree and b/D2Dbook/_build/.doctrees/2_Data_sources/APIs/OpenWeatherMap.doctree differ diff --git a/D2Dbook/_build/.doctrees/2_Data_sources/Databases/Cassandra.doctree b/D2Dbook/_build/.doctrees/2_Data_sources/Databases/Cassandra.doctree index d27e4a9..595d7af 100644 Binary files a/D2Dbook/_build/.doctrees/2_Data_sources/Databases/Cassandra.doctree and b/D2Dbook/_build/.doctrees/2_Data_sources/Databases/Cassandra.doctree differ diff --git a/D2Dbook/_build/.doctrees/2_Data_sources/Databases/Spark.doctree b/D2Dbook/_build/.doctrees/2_Data_sources/Databases/Spark.doctree index 76a2a99..4c3ebdb 100644 Binary files a/D2Dbook/_build/.doctrees/2_Data_sources/Databases/Spark.doctree and b/D2Dbook/_build/.doctrees/2_Data_sources/Databases/Spark.doctree differ diff --git a/D2Dbook/_build/.doctrees/2_Data_sources/Formats/Data_formats.doctree b/D2Dbook/_build/.doctrees/2_Data_sources/Formats/Data_formats.doctree index 0096cba..8fd8863 100644 Binary files a/D2Dbook/_build/.doctrees/2_Data_sources/Formats/Data_formats.doctree and b/D2Dbook/_build/.doctrees/2_Data_sources/Formats/Data_formats.doctree differ diff --git a/D2Dbook/_build/.doctrees/3_Data_quality/Noise_reduction.doctree b/D2Dbook/_build/.doctrees/3_Data_quality/Noise_reduction.doctree index 2d48fc3..779ca41 100644 Binary files a/D2Dbook/_build/.doctrees/3_Data_quality/Noise_reduction.doctree and b/D2Dbook/_build/.doctrees/3_Data_quality/Noise_reduction.doctree differ diff --git a/D2Dbook/_build/.doctrees/6_Appendix/Installation.doctree b/D2Dbook/_build/.doctrees/6_Appendix/Installation.doctree index e6475c5..c106d42 100644 Binary files a/D2Dbook/_build/.doctrees/6_Appendix/Installation.doctree and b/D2Dbook/_build/.doctrees/6_Appendix/Installation.doctree differ diff --git a/D2Dbook/_build/.doctrees/environment.pickle b/D2Dbook/_build/.doctrees/environment.pickle index ae6f29a..3a015be 100644 Binary files a/D2Dbook/_build/.doctrees/environment.pickle and b/D2Dbook/_build/.doctrees/environment.pickle differ diff --git a/D2Dbook/_build/html/2_Data_sources/APIs/OpenWeatherMap.html b/D2Dbook/_build/html/2_Data_sources/APIs/OpenWeatherMap.html index 488f74d..8cf618a 100644 --- a/D2Dbook/_build/html/2_Data_sources/APIs/OpenWeatherMap.html +++ b/D2Dbook/_build/html/2_Data_sources/APIs/OpenWeatherMap.html @@ -503,7 +503,7 @@

Request current weather in chosen city -
{'coord': {'lon': 10.8358, 'lat': 59.7195}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'base': 'stations', 'main': {'temp': 289.65, 'feels_like': 289.71, 'temp_min': 288.66, 'temp_max': 290, 'pressure': 1011, 'humidity': 90, 'sea_level': 1011, 'grnd_level': 994}, 'visibility': 10000, 'wind': {'speed': 4.17, 'deg': 144, 'gust': 10.11}, 'clouds': {'all': 98}, 'dt': 1695899545, 'sys': {'type': 2, 'id': 2006772, 'country': 'NO', 'sunrise': 1695878026, 'sunset': 1695920465}, 'timezone': 7200, 'id': 3139081, 'name': 'Ski', 'cod': 200}
+
{'coord': {'lon': 10.8358, 'lat': 59.7195}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'base': 'stations', 'main': {'temp': 287.11, 'feels_like': 287.04, 'temp_min': 286.92, 'temp_max': 287.64, 'pressure': 1008, 'humidity': 95, 'sea_level': 1008, 'grnd_level': 992}, 'visibility': 10000, 'wind': {'speed': 3.99, 'deg': 202, 'gust': 10.74}, 'clouds': {'all': 96}, 'dt': 1695970926, 'sys': {'type': 2, 'id': 2006772, 'country': 'NO', 'sunrise': 1695964565, 'sunset': 1696006684}, 'timezone': 7200, 'id': 3139081, 'name': 'Ski', 'cod': 200}
@@ -547,7 +547,7 @@

Print some weather properties -
The current temperature in Ski is 16.5°C
+
The current temperature in Ski is 14.0°C
@@ -562,7 +562,7 @@

Print some weather properties -
Sunrise today is at 07:13 and sunset is at 19:01
+
Sunrise today is at 07:16 and sunset is at 18:58
@@ -576,7 +576,7 @@

Print some weather properties -
Wind today is from 144° at 8.1 knots
+
Wind today is from 202° at 7.8 knots
@@ -608,7 +608,7 @@

Request forecasted weather in chosen city -
{'cod': '200', 'message': 0, 'cnt': 40, 'list': [{'dt': 1695902400, 'main': {'temp': 286.54, 'feels_like': 286.49, 'temp_min': 284.42, 'temp_max': 286.54, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 98, 'temp_kf': 2.12}, 'weather': [{'id': 500, 'main': 'Rain', 'description': 'light rain', 'icon': '10d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.02, 'deg': 113, 'gust': 3.2}, 'visibility': 1897, 'pop': 0.98, 'rain': {'3h': 1.14}, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-28 12:00:00'}, {'dt': 1695913200, 'main': {'temp': 285.91, 'feels_like': 285.83, 'temp_min': 284.65, 'temp_max': 285.91, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 990, 'humidity': 99, 'temp_kf': 1.26}, 'weather': [{'id': 500, 'main': 'Rain', 'description': 'light rain', 'icon': '10d'}], 'clouds': {'all': 100}, 'wind': {'speed': 0.57, 'deg': 135, 'gust': 1.38}, 'visibility': 4066, 'pop': 0.58, 'rain': {'3h': 0.51}, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-28 15:00:00'}, {'dt': 1695924000, 'main': {'temp': 285.46, 'feels_like': 285.33, 'temp_min': 284.92, 'temp_max': 285.46, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 99, 'temp_kf': 0.54}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 0.95, 'deg': 239, 'gust': 1.47}, 'visibility': 7777, 'pop': 0.2, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-28 18:00:00'}, {'dt': 1695934800, 'main': {'temp': 285.13, 'feels_like': 284.92, 'temp_min': 285.13, 'temp_max': 285.13, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 97, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 98}, 'wind': {'speed': 0.16, 'deg': 235, 'gust': 0.55}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-28 21:00:00'}, {'dt': 1695945600, 'main': {'temp': 284.74, 'feels_like': 284.54, 'temp_min': 284.74, 'temp_max': 284.74, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 99, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 99}, 'wind': {'speed': 0.49, 'deg': 251, 'gust': 0.57}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-29 00:00:00'}, {'dt': 1695956400, 'main': {'temp': 284.2, 'feels_like': 283.92, 'temp_min': 284.2, 'temp_max': 284.2, 'pressure': 1008, 'sea_level': 1008, 'grnd_level': 990, 'humidity': 98, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.06, 'deg': 212, 'gust': 1.18}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-29 03:00:00'}, {'dt': 1695967200, 'main': {'temp': 283.86, 'feels_like': 283.52, 'temp_min': 283.86, 'temp_max': 283.86, 'pressure': 1008, 'sea_level': 1008, 'grnd_level': 990, 'humidity': 97, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.45, 'deg': 188, 'gust': 2.44}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 06:00:00'}, {'dt': 1695978000, 'main': {'temp': 285.67, 'feels_like': 285.25, 'temp_min': 285.67, 'temp_max': 285.67, 'pressure': 1007, 'sea_level': 1007, 'grnd_level': 990, 'humidity': 87, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.74, 'deg': 192, 'gust': 2.81}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 09:00:00'}, {'dt': 1695988800, 'main': {'temp': 288.43, 'feels_like': 287.82, 'temp_min': 288.43, 'temp_max': 288.43, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 989, 'humidity': 69, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 90}, 'wind': {'speed': 2.37, 'deg': 187, 'gust': 4.34}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 12:00:00'}, {'dt': 1695999600, 'main': {'temp': 287.5, 'feels_like': 287, 'temp_min': 287.5, 'temp_max': 287.5, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 988, 'humidity': 77, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 87}, 'wind': {'speed': 2.4, 'deg': 196, 'gust': 4.9}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 15:00:00'}, {'dt': 1696010400, 'main': {'temp': 283.22, 'feels_like': 282.82, 'temp_min': 283.22, 'temp_max': 283.22, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 97, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 93}, 'wind': {'speed': 1.18, 'deg': 233, 'gust': 1.24}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-29 18:00:00'}, {'dt': 1696021200, 'main': {'temp': 282.1, 'feels_like': 281.62, 'temp_min': 282.1, 'temp_max': 282.1, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 987, 'humidity': 97, 'temp_kf': 0}, 'weather': [{'id': 801, 'main': 'Clouds', 'description': 'few clouds', 'icon': '02n'}], 'clouds': {'all': 15}, 'wind': {'speed': 1.48, 'deg': 264, 'gust': 1.29}, 'visibility': 10000, 'pop': 0.02, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-29 21:00:00'}, {'dt': 1696032000, 'main': {'temp': 281.94, 'feels_like': 281.23, 'temp_min': 281.94, 'temp_max': 281.94, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 986, 'humidity': 92, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03n'}], 'clouds': {'all': 36}, 'wind': {'speed': 1.68, 'deg': 234, 'gust': 2.47}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-30 00:00:00'}, {'dt': 1696042800, 'main': {'temp': 280.9, 'feels_like': 279.98, 'temp_min': 280.9, 'temp_max': 280.9, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 986, 'humidity': 91, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03n'}], 'clouds': {'all': 44}, 'wind': {'speed': 1.73, 'deg': 259, 'gust': 1.83}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-30 03:00:00'}, {'dt': 1696053600, 'main': {'temp': 280.28, 'feels_like': 278.95, 'temp_min': 280.28, 'temp_max': 280.28, 'pressure': 1007, 'sea_level': 1007, 'grnd_level': 988, 'humidity': 88, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03d'}], 'clouds': {'all': 48}, 'wind': {'speed': 2.05, 'deg': 273, 'gust': 2.7}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-30 06:00:00'}, {'dt': 1696064400, 'main': {'temp': 286.02, 'feels_like': 284.93, 'temp_min': 286.02, 'temp_max': 286.02, 'pressure': 1007, 'sea_level': 1007, 'grnd_level': 990, 'humidity': 60, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 83}, 'wind': {'speed': 2.29, 'deg': 266, 'gust': 6.63}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-30 09:00:00'}, {'dt': 1696075200, 'main': {'temp': 288.77, 'feels_like': 287.64, 'temp_min': 288.77, 'temp_max': 288.77, 'pressure': 1008, 'sea_level': 1008, 'grnd_level': 991, 'humidity': 48, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03d'}], 'clouds': {'all': 49}, 'wind': {'speed': 3.3, 'deg': 286, 'gust': 7.56}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-30 12:00:00'}, {'dt': 1696086000, 'main': {'temp': 287.66, 'feels_like': 286.63, 'temp_min': 287.66, 'temp_max': 287.66, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 56, 'temp_kf': 0}, 'weather': [{'id': 800, 'main': 'Clear', 'description': 'clear sky', 'icon': '01d'}], 'clouds': {'all': 6}, 'wind': {'speed': 3.33, 'deg': 282, 'gust': 7.28}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-30 15:00:00'}, {'dt': 1696096800, 'main': {'temp': 282.45, 'feels_like': 281.18, 'temp_min': 282.45, 'temp_max': 282.45, 'pressure': 1012, 'sea_level': 1012, 'grnd_level': 994, 'humidity': 75, 'temp_kf': 0}, 'weather': [{'id': 800, 'main': 'Clear', 'description': 'clear sky', 'icon': '01n'}], 'clouds': {'all': 5}, 'wind': {'speed': 2.45, 'deg': 282, 'gust': 3.28}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-30 18:00:00'}, {'dt': 1696107600, 'main': {'temp': 281.2, 'feels_like': 279.94, 'temp_min': 281.2, 'temp_max': 281.2, 'pressure': 1013, 'sea_level': 1013, 'grnd_level': 994, 'humidity': 83, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 75}, 'wind': {'speed': 2.15, 'deg': 284, 'gust': 2.08}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-30 21:00:00'}, {'dt': 1696118400, 'main': {'temp': 280.19, 'feels_like': 278.9, 'temp_min': 280.19, 'temp_max': 280.19, 'pressure': 1013, 'sea_level': 1013, 'grnd_level': 995, 'humidity': 88, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 58}, 'wind': {'speed': 1.99, 'deg': 289, 'gust': 1.91}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-01 00:00:00'}, {'dt': 1696129200, 'main': {'temp': 279.5, 'feels_like': 278.14, 'temp_min': 279.5, 'temp_max': 279.5, 'pressure': 1013, 'sea_level': 1013, 'grnd_level': 995, 'humidity': 89, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03n'}], 'clouds': {'all': 29}, 'wind': {'speed': 1.95, 'deg': 292, 'gust': 1.84}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-01 03:00:00'}, {'dt': 1696140000, 'main': {'temp': 279.08, 'feels_like': 277.71, 'temp_min': 279.08, 'temp_max': 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'clear sky', 'icon': '01d'}], 'clouds': {'all': 6}, 'wind': {'speed': 1.47, 'deg': 257, 'gust': 2.95}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 09:00:00'}, {'dt': 1696248000, 'main': {'temp': 289.54, 'feels_like': 288.36, 'temp_min': 289.54, 'temp_max': 289.54, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 43, 'temp_kf': 0}, 'weather': [{'id': 801, 'main': 'Clouds', 'description': 'few clouds', 'icon': '02d'}], 'clouds': {'all': 17}, 'wind': {'speed': 2.93, 'deg': 270, 'gust': 4.38}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 12:00:00'}, {'dt': 1696258800, 'main': {'temp': 287.9, 'feels_like': 286.81, 'temp_min': 287.9, 'temp_max': 287.9, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 53, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.76, 'deg': 255, 'gust': 3.71}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 15:00:00'}, {'dt': 1696269600, 'main': {'temp': 282.73, 'feels_like': 281.79, 'temp_min': 282.73, 'temp_max': 282.73, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 70, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 2.08, 'deg': 275, 'gust': 1.85}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 18:00:00'}, {'dt': 1696280400, 'main': {'temp': 281.49, 'feels_like': 280.27, 'temp_min': 281.49, 'temp_max': 281.49, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 76, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 2.16, 'deg': 286, 'gust': 2.21}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 21:00:00'}, {'dt': 1696291200, 'main': {'temp': 281.17, 'feels_like': 280.25, 'temp_min': 281.17, 'temp_max': 281.17, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 78, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.77, 'deg': 287, 'gust': 1.82}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 00:00:00'}, {'dt': 1696302000, 'main': {'temp': 280.48, 'feels_like': 279.65, 'temp_min': 280.48, 'temp_max': 280.48, 'pressure': 1008, 'sea_level': 1008, 'grnd_level': 989, 'humidity': 79, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.59, 'deg': 289, 'gust': 1.6}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 03:00:00'}, {'dt': 1696312800, 'main': {'temp': 279.43, 'feels_like': 278.45, 'temp_min': 279.43, 'temp_max': 279.43, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 83, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 97}, 'wind': {'speed': 1.59, 'deg': 295, 'gust': 1.33}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 06:00:00'}, {'dt': 1696323600, 'main': {'temp': 284.99, 'feels_like': 283.77, 'temp_min': 284.99, 'temp_max': 284.99, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 987, 'humidity': 59, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 51}, 'wind': {'speed': 0.72, 'deg': 253, 'gust': 1.44}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 09:00:00'}, {'dt': 1696334400, 'main': {'temp': 288.03, 'feels_like': 286.8, 'temp_min': 288.03, 'temp_max': 288.03, 'pressure': 1002, 'sea_level': 1002, 'grnd_level': 985, 'humidity': 47, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03d'}], 'clouds': {'all': 26}, 'wind': {'speed': 1.22, 'deg': 221, 'gust': 3.44}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 12:00:00'}, {'dt': 1696345200, 'main': {'temp': 287.28, 'feels_like': 286.24, 'temp_min': 287.28, 'temp_max': 287.28, 'pressure': 1001, 'sea_level': 1001, 'grnd_level': 983, 'humidity': 57, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03d'}], 'clouds': {'all': 39}, 'wind': {'speed': 1.84, 'deg': 185, 'gust': 3.69}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 15:00:00'}, {'dt': 1696356000, 'main': {'temp': 282.38, 'feels_like': 281.87, 'temp_min': 282.38, 'temp_max': 282.38, 'pressure': 1002, 'sea_level': 1002, 'grnd_level': 984, 'humidity': 71, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 68}, 'wind': {'speed': 1.55, 'deg': 282, 'gust': 1.58}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 18:00:00'}, {'dt': 1696366800, 'main': {'temp': 281.14, 'feels_like': 279.93, 'temp_min': 281.14, 'temp_max': 281.14, 'pressure': 1003, 'sea_level': 1003, 'grnd_level': 985, 'humidity': 76, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 88}, 'wind': {'speed': 2.08, 'deg': 280, 'gust': 2.04}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 21:00:00'}, {'dt': 1696377600, 'main': {'temp': 279.24, 'feels_like': 277.62, 'temp_min': 279.24, 'temp_max': 279.24, 'pressure': 1004, 'sea_level': 1004, 'grnd_level': 986, 'humidity': 87, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 61}, 'wind': {'speed': 2.18, 'deg': 283, 'gust': 2.15}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-04 00:00:00'}, {'dt': 1696388400, 'main': {'temp': 279.55, 'feels_like': 278.25, 'temp_min': 279.55, 'temp_max': 279.55, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 987, 'humidity': 84, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 65}, 'wind': {'speed': 1.9, 'deg': 288, 'gust': 2.06}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-04 03:00:00'}, {'dt': 1696399200, 'main': {'temp': 280.78, 'feels_like': 279.69, 'temp_min': 280.78, 'temp_max': 280.78, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 80, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 82}, 'wind': {'speed': 1.88, 'deg': 290, 'gust': 2.35}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-04 06:00:00'}], 'city': {'id': 3144113, 'name': 'Noresund', 'coord': {'lat': 60.1803, 'lon': 9.6231}, 'country': 'NO', 'population': 1000, 'timezone': 7200, 'sunrise': 1695964869, 'sunset': 1696006963}}
@@ -660,14 +660,7 @@

When and what? -
2023-09-28 12:00:00
-2023-09-28 15:00:00
-2023-09-28 18:00:00
-2023-09-28 21:00:00
-2023-09-29 00:00:00
-2023-09-29 03:00:00
-2023-09-29 06:00:00
-2023-09-29 09:00:00
+
2023-09-29 09:00:00
 2023-09-29 12:00:00
 2023-09-29 15:00:00
 2023-09-29 18:00:00
@@ -700,6 +693,13 @@ 
When and what?
 

 

-../../_images/caccc197873025959701772a31627e928923f4b274e35592da53f8c0a80279e8.png
+../../_images/677bbb922d01f70b56f6b0915c06880aaf66f7198b9dd9954e182801903e790c.png
 

 

 
@@ -783,7 +783,7 @@ 
Precipitation
-../../_images/d400f8d7fcd41afdeefb8fd39037fb9211a64aff810a907389b211f7c783208c.png
+../../_images/3b421f94ccbff3efd6a9938a589455223ffd44dc954e6632f6b11dfa4d0a49a6.png
diff --git a/D2Dbook/_build/html/2_Data_sources/Databases/Cassandra.html b/D2Dbook/_build/html/2_Data_sources/Databases/Cassandra.html index 42c8361..50b4e49 100644 --- a/D2Dbook/_build/html/2_Data_sources/Databases/Cassandra.html +++ b/D2Dbook/_build/html/2_Data_sources/Databases/Cassandra.html @@ -510,7 +510,7 @@

Keyspace -
<cassandra.cluster.ResultSet at 0x10754e110>
+
<cassandra.cluster.ResultSet at 0x105d672e0>
@@ -531,7 +531,7 @@

Create a table -
<cassandra.cluster.ResultSet at 0x1071918a0>
+
<cassandra.cluster.ResultSet at 0x1102cd4e0>
@@ -549,7 +549,7 @@

Inserting and reading data -
<cassandra.cluster.ResultSet at 0x107174400>
+
<cassandra.cluster.ResultSet at 0x1102e7670>
@@ -645,7 +645,7 @@

Cassandra filtering -
<cassandra.cluster.ResultSet at 0x10718f1f0>
+
<cassandra.cluster.ResultSet at 0x1102e48e0>
@@ -661,7 +661,7 @@

Cassandra filtering -
<cassandra.cluster.ResultSet at 0x12209a6b0>
+
<cassandra.cluster.ResultSet at 0x111196470>
@@ -718,7 +718,7 @@

Unique IDs -
<cassandra.cluster.ResultSet at 0x10718d000>
+
<cassandra.cluster.ResultSet at 0x1108e0190>
@@ -732,7 +732,7 @@

Unique IDs -
<cassandra.cluster.ResultSet at 0x12209bdc0>
+
<cassandra.cluster.ResultSet at 0x111195570>
@@ -751,12 +751,12 @@

Unique IDs -
Row(id=UUID('83bb2bc0-5df0-11ee-8b2f-4f23491759a5'), company='Tesla', model='Model S', price=20000.0)
-Datetime: 2023-09-28 11:16:47.868000
-Row(id=UUID('83bba0f0-5df0-11ee-8b2f-4f23491759a5'), company='Oldsmobile', model='Model 6C', price=135000.0)
-Datetime: 2023-09-28 11:16:47.871000
-Row(id=UUID('83bb52d0-5df0-11ee-8b2f-4f23491759a5'), company='Tesla', model='Model S', price=21000.0)
-Datetime: 2023-09-28 11:16:47.869000
+
Row(id=UUID('71ba3c80-5e96-11ee-8b2f-4f23491759a5'), company='Tesla', model='Model S', price=20000.0)
+Datetime: 2023-09-29 07:04:34.120000
+Row(id=UUID('71ba8aa0-5e96-11ee-8b2f-4f23491759a5'), company='Tesla', model='Model S', price=21000.0)
+Datetime: 2023-09-29 07:04:34.122000
+Row(id=UUID('71bab1b0-5e96-11ee-8b2f-4f23491759a5'), company='Oldsmobile', model='Model 6C', price=135000.0)
+Datetime: 2023-09-29 07:04:34.123000
@@ -784,7 +784,7 @@

Read previously saved JSON file forecast.json to memory

-
"{'cod': '200', 'message': 0, 'cnt': 40, 'list': [{'dt': 1695902400, 'main': {'temp': 286.54, 'feels_like': 286.49, 'temp_min': 284.42, 'temp_max': 286.54, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 98, 'temp_kf': 2.12}, 'weather': [{'id': 500, 'main': 'Rain', 'description': 'light rain', 'icon': '10d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.02, 'deg': 113, 'gust': 3.2}, 'visibility': 1897, 'pop': 0.98, 'rain': {'3h': 1.14}, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-28 12:00:00'}, {'dt': 1695913200, 'main': {'temp': 285.91, 'feels_like': 285.83, 'temp_min': 284.65, 'temp_max': 285.91, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 990, 'humidity': 99, 'temp_kf': 1.26}, 'weather': [{'id': 500, 'main': 'Rain', 'description': 'light rain', 'icon': '10d'}], 'clouds': {'all': 100}, 'wind': {'speed': 0.57, 'deg': 135, 'gust': 1.38}, 'visibility': 4066, 'pop': 0.58, 'rain': {'3h': 0.51}, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-28 15:00:00'}, {'dt': 1695924000, 'main': {'temp': 285.46, 'feels_like': 285.33, 'temp_min': 284.92, 'temp_max': 285.46, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 99, 'temp_kf': 0.54}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 0.95, 'deg': 239, 'gust': 1.47}, 'visibility': 7777, 'pop': 0.2, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-28 18:00:00'}, {'dt': 1695934800, 'main': {'temp': 285.13, 'feels_like': 284.92, 'temp_min': 285.13, 'temp_max': 285.13, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 97, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 98}, 'wind': {'speed': 0.16, 'deg': 235, 'gust': 0.55}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-28 21:00:00'}, {'dt': 1695945600, 'main': {'temp': 284.74, 'feels_like': 284.54, 'temp_min': 284.74, 'temp_max': 284.74, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 99, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 99}, 'wind': {'speed': 0.49, 'deg': 251, 'gust': 0.57}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-29 00:00:00'}, {'dt': 1695956400, 'main': {'temp': 284.2, 'feels_like': 283.92, 'temp_min': 284.2, 'temp_max': 284.2, 'pressure': 1008, 'sea_level': 1008, 'grnd_level': 990, 'humidity': 98, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.06, 'deg': 212, 'gust': 1.18}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-29 03:00:00'}, {'dt': 1695967200, 'main': {'temp': 283.86, 'feels_like': 283.52, 'temp_min': 283.86, 'temp_max': 283.86, 'pressure': 1008, 'sea_level': 1008, 'grnd_level': 990, 'humidity': 97, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.45, 'deg': 188, 'gust': 2.44}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 06:00:00'}, {'dt': 1695978000, 'main': {'temp': 285.67, 'feels_like': 285.25, 'temp_min': 285.67, 'temp_max': 285.67, 'pressure': 1007, 'sea_level': 1007, 'grnd_level': 990, 'humidity': 87, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.74, 'deg': 192, 'gust': 2.81}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 09:00:00'}, {'dt': 1695988800, 'main': {'temp': 288.43, 'feels_like': 287.82, 'temp_min': 288.43, 'temp_max': 288.43, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 989, 'humidity': 69, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 90}, 'wind': {'speed': 2.37, 'deg': 187, 'gust': 4.34}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 12:00:00'}, {'dt': 1695999600, 'main': {'temp': 287.5, 'feels_like': 287, 'temp_min': 287.5, 'temp_max': 287.5, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 988, 'humidity': 77, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 87}, 'wind': {'speed': 2.4, 'deg': 196, 'gust': 4.9}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 15:00:00'}, {'dt': 1696010400, 'main': {'temp': 283.22, 'feels_like': 282.82, 'temp_min': 283.22, 'temp_max': 283.22, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 97, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 93}, 'wind': {'speed': 1.18, 'deg': 233, 'gust': 1.24}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-29 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996, 'humidity': 85, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03n'}], 'clouds': {'all': 30}, 'wind': {'speed': 2.04, 'deg': 289, 'gust': 1.92}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-01 00:00:00'}, {'dt': 1696129200, 'main': {'temp': 279.57, 'feels_like': 278.31, 'temp_min': 279.57, 'temp_max': 279.57, 'pressure': 1015, 'sea_level': 1015, 'grnd_level': 996, 'humidity': 88, 'temp_kf': 0}, 'weather': [{'id': 800, 'main': 'Clear', 'description': 'clear sky', 'icon': '01n'}], 'clouds': {'all': 8}, 'wind': {'speed': 1.86, 'deg': 298, 'gust': 1.83}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-01 03:00:00'}, {'dt': 1696140000, 'main': {'temp': 279.34, 'feels_like': 278.15, 'temp_min': 279.34, 'temp_max': 279.34, 'pressure': 1015, 'sea_level': 1015, 'grnd_level': 997, 'humidity': 88, 'temp_kf': 0}, 'weather': [{'id': 801, 'main': 'Clouds', 'description': 'few clouds', 'icon': '02d'}], 'clouds': {'all': 14}, 'wind': {'speed': 1.76, 'deg': 307, 'gust': 1.78}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-01 06:00:00'}, {'dt': 1696150800, 'main': {'temp': 285.46, 'feels_like': 284.39, 'temp_min': 285.46, 'temp_max': 285.46, 'pressure': 1014, 'sea_level': 1014, 'grnd_level': 996, 'humidity': 63, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 68}, 'wind': {'speed': 0.37, 'deg': 295, 'gust': 1.01}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-01 09:00:00'}, {'dt': 1696161600, 'main': {'temp': 287.38, 'feels_like': 286.32, 'temp_min': 287.38, 'temp_max': 287.38, 'pressure': 1013, 'sea_level': 1013, 'grnd_level': 995, 'humidity': 56, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 81}, 'wind': {'speed': 1.53, 'deg': 159, 'gust': 1.54}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-01 12:00:00'}, {'dt': 1696172400, 'main': {'temp': 286.92, 'feels_like': 285.97, 'temp_min': 286.92, 'temp_max': 286.92, 'pressure': 1012, 'sea_level': 1012, 'grnd_level': 994, 'humidity': 62, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 97}, 'wind': {'speed': 1.67, 'deg': 153, 'gust': 2.46}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-01 15:00:00'}, {'dt': 1696183200, 'main': {'temp': 282.33, 'feels_like': 282.33, 'temp_min': 282.33, 'temp_max': 282.33, 'pressure': 1012, 'sea_level': 1012, 'grnd_level': 994, 'humidity': 81, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 97}, 'wind': {'speed': 0.74, 'deg': 227, 'gust': 0.79}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-01 18:00:00'}, {'dt': 1696194000, 'main': {'temp': 282.71, 'feels_like': 282.71, 'temp_min': 282.71, 'temp_max': 282.71, 'pressure': 1011, 'sea_level': 1011, 'grnd_level': 993, 'humidity': 80, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 0.58, 'deg': 257, 'gust': 0.61}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-01 21:00:00'}, {'dt': 1696204800, 'main': {'temp': 282.38, 'feels_like': 282.38, 'temp_min': 282.38, 'temp_max': 282.38, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 81, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 92}, 'wind': {'speed': 1.08, 'deg': 246, 'gust': 0.97}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 00:00:00'}, {'dt': 1696215600, 'main': {'temp': 282.37, 'feels_like': 281.93, 'temp_min': 282.37, 'temp_max': 282.37, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 991, 'humidity': 82, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 69}, 'wind': {'speed': 1.48, 'deg': 283, 'gust': 1.76}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 03:00:00'}, {'dt': 1696226400, 'main': {'temp': 281.65, 'feels_like': 281.05, 'temp_min': 281.65, 'temp_max': 281.65, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 92, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03d'}], 'clouds': {'all': 47}, 'wind': {'speed': 1.53, 'deg': 274, 'gust': 1.35}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 06:00:00'}, {'dt': 1696237200, 'main': {'temp': 287.78, 'feels_like': 286.92, 'temp_min': 287.78, 'temp_max': 287.78, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 62, 'temp_kf': 0}, 'weather': [{'id': 800, 'main': 'Clear', 'description': 'clear sky', 'icon': '01d'}], 'clouds': {'all': 6}, 'wind': {'speed': 1.47, 'deg': 257, 'gust': 2.95}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 09:00:00'}, {'dt': 1696248000, 'main': {'temp': 289.54, 'feels_like': 288.36, 'temp_min': 289.54, 'temp_max': 289.54, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 43, 'temp_kf': 0}, 'weather': [{'id': 801, 'main': 'Clouds', 'description': 'few clouds', 'icon': '02d'}], 'clouds': {'all': 17}, 'wind': {'speed': 2.93, 'deg': 270, 'gust': 4.38}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 12:00:00'}, {'dt': 1696258800, 'main': {'temp': 287.9, 'feels_like': 286.81, 'temp_min': 287.9, 'temp_max': 287.9, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 53, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.76, 'deg': 255, 'gust': 3.71}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 15:00:00'}, {'dt': 1696269600, 'main': {'temp': 282.73, 'feels_like': 281.79, 'temp_min': 282.73, 'temp_max': 282.73, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 70, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 2.08, 'deg': 275, 'gust': 1.85}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 18:00:00'}, {'dt': 1696280400, 'main': {'temp': 281.49, 'feels_like': 280.27, 'temp_min': 281.49, 'temp_max': 281.49, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 76, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 2.16, 'deg': 286, 'gust': 2.21}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 21:00:00'}, {'dt': 1696291200, 'main': {'temp': 281.17, 'feels_like': 280.25, 'temp_min': 281.17, 'temp_max': 281.17, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 78, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.77, 'deg': 287, 'gust': 1.82}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 00:00:00'}, {'dt': 1696302000, 'main': {'temp': 280.48, 'feels_like': 279.65, 'temp_min': 280.48, 'temp_max': 280.48, 'pressure': 1008, 'sea_level': 1008, 'grnd_level': 989, 'humidity': 79, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.59, 'deg': 289, 'gust': 1.6}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 03:00:00'}, {'dt': 1696312800, 'main': {'temp': 279.43, 'feels_like': 278.45, 'temp_min': 279.43, 'temp_max': 279.43, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 83, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 97}, 'wind': {'speed': 1.59, 'deg': 295, 'gust': 1.33}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 06:00:00'}, {'dt': 1696323600, 'main': {'temp': 284.99, 'feels_like': 283.77, 'temp_min': 284.99, 'temp_max': 284.99, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 987, 'humidity': 59, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 51}, 'wind': {'speed': 0.72, 'deg': 253, 'gust': 1.44}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 09:00:00'}, {'dt': 1696334400, 'main': {'temp': 288.03, 'feels_like': 286.8, 'temp_min': 288.03, 'temp_max': 288.03, 'pressure': 1002, 'sea_level': 1002, 'grnd_level': 985, 'humidity': 47, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03d'}], 'clouds': {'all': 26}, 'wind': {'speed': 1.22, 'deg': 221, 'gust': 3.44}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 12:00:00'}, {'dt': 1696345200, 'main': {'temp': 287.28, 'feels_like': 286.24, 'temp_min': 287.28, 'temp_max': 287.28, 'pressure': 1001, 'sea_level': 1001, 'grnd_level': 983, 'humidity': 57, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03d'}], 'clouds': {'all': 39}, 'wind': {'speed': 1.84, 'deg': 185, 'gust': 3.69}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 15:00:00'}, {'dt': 1696356000, 'main': {'temp': 282.38, 'feels_like': 281.87, 'temp_min': 282.38, 'temp_max': 282.38, 'pressure': 1002, 'sea_level': 1002, 'grnd_level': 984, 'humidity': 71, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 68}, 'wind': {'speed': 1.55, 'deg': 282, 'gust': 1.58}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 18:00:00'}, {'dt': 1696366800, 'main': {'temp': 281.14, 'feels_like': 279.93, 'temp_min': 281.14, 'temp_max': 281.14, 'pressure': 1003, 'sea_level': 1003, 'grnd_level': 985, 'humidity': 76, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 88}, 'wind': {'speed': 2.08, 'deg': 280, 'gust': 2.04}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 21:00:00'}, {'dt': 1696377600, 'main': {'temp': 279.24, 'feels_like': 277.62, 'temp_min': 279.24, 'temp_max': 279.24, 'pressure': 1004, 'sea_level': 1004, 'grnd_level': 986, 'humidity': 87, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 61}, 'wind': {'speed': 2.18, 'deg': 283, 'gust': 2.15}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-04 00:00:00'}, {'dt': 1696388400, 'main': {'temp': 279.55, 'feels_like': 278.25, 'temp_min': 279.55, 'temp_max': 279.55, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 987, 'humidity': 84, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 65}, 'wind': {'speed': 1.9, 'deg': 288, 'gust': 2.06}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-04 03:00:00'}, {'dt': 1696399200, 'main': {'temp': 280.78, 'feels_like': 279.69, 'temp_min': 280.78, 'temp_max': 280.78, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 80, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 82}, 'wind': {'speed': 1.88, 'deg': 290, 'gust': 2.35}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-04 06:00:00'}], 'city': {'id': 3144113, 'name': 'Noresund', 'coord': {'lat': 60.1803, 'lon': 9.6231}, 'country': 'NO', 'population': 1000, 'timezone': 7200, 'sunrise': 1695964869, 'sunset': 1696006963}}"
@@ -811,7 +811,7 @@

Raw JSON -
<cassandra.cluster.ResultSet at 0x1220ac6a0>
+
<cassandra.cluster.ResultSet at 0x1102c58d0>
@@ -825,7 +825,7 @@

Insert the forecast data into the table as text blob

-
<cassandra.cluster.ResultSet at 0x12209b9a0>
+
<cassandra.cluster.ResultSet at 0x1102c4b20>
@@ -839,7 +839,7 @@

Insert the forecast data into the table as text blob

-
Row(city_id=3144113, dt=1695902400, forecast=b"{'cod': '200', 'message': 0, 'cnt': 40, 'list': [{'dt': 1695902400, 'main': {'temp': 286.54, 'feels_like': 286.49, 'temp_min': 284.42, 'temp_max': 286.54, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 98, 'temp_kf': 2.12}, 'weather': [{'id': 500, 'main': 'Rain', 'description': 'light rain', 'icon': '10d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.02, 'deg': 113, 'gust': 3.2}, 'visibility': 1897, 'pop': 0.98, 'rain': {'3h': 1.14}, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-28 12:00:00'}, {'dt': 1695913200, 'main': {'temp': 285.91, 'feels_like': 285.83, 'temp_min': 284.65, 'temp_max': 285.91, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 990, 'humidity': 99, 'temp_kf': 1.26}, 'weather': [{'id': 500, 'main': 'Rain', 'description': 'light rain', 'icon': '10d'}], 'clouds': {'all': 100}, 'wind': {'speed': 0.57, 'deg': 135, 'gust': 1.38}, 'visibility': 4066, 'pop': 0.58, 'rain': {'3h': 0.51}, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-28 15:00:00'}, {'dt': 1695924000, 'main': {'temp': 285.46, 'feels_like': 285.33, 'temp_min': 284.92, 'temp_max': 285.46, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 99, 'temp_kf': 0.54}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 0.95, 'deg': 239, 'gust': 1.47}, 'visibility': 7777, 'pop': 0.2, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-28 18:00:00'}, {'dt': 1695934800, 'main': {'temp': 285.13, 'feels_like': 284.92, 'temp_min': 285.13, 'temp_max': 285.13, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 97, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 98}, 'wind': {'speed': 0.16, 'deg': 235, 'gust': 0.55}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-28 21:00:00'}, {'dt': 1695945600, 'main': {'temp': 284.74, 'feels_like': 284.54, 'temp_min': 284.74, 'temp_max': 284.74, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 99, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 99}, 'wind': {'speed': 0.49, 'deg': 251, 'gust': 0.57}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-29 00:00:00'}, {'dt': 1695956400, 'main': {'temp': 284.2, 'feels_like': 283.92, 'temp_min': 284.2, 'temp_max': 284.2, 'pressure': 1008, 'sea_level': 1008, 'grnd_level': 990, 'humidity': 98, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.06, 'deg': 212, 'gust': 1.18}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-29 03:00:00'}, {'dt': 1695967200, 'main': {'temp': 283.86, 'feels_like': 283.52, 'temp_min': 283.86, 'temp_max': 283.86, 'pressure': 1008, 'sea_level': 1008, 'grnd_level': 990, 'humidity': 97, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.45, 'deg': 188, 'gust': 2.44}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 06:00:00'}, {'dt': 1695978000, 'main': {'temp': 285.67, 'feels_like': 285.25, 'temp_min': 285.67, 'temp_max': 285.67, 'pressure': 1007, 'sea_level': 1007, 'grnd_level': 990, 'humidity': 87, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.74, 'deg': 192, 'gust': 2.81}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 09:00:00'}, {'dt': 1695988800, 'main': {'temp': 288.43, 'feels_like': 287.82, 'temp_min': 288.43, 'temp_max': 288.43, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 989, 'humidity': 69, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 90}, 'wind': {'speed': 2.37, 'deg': 187, 'gust': 4.34}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 12:00:00'}, {'dt': 1695999600, 'main': {'temp': 287.5, 'feels_like': 287, 'temp_min': 287.5, 'temp_max': 287.5, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 988, 'humidity': 77, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 87}, 'wind': {'speed': 2.4, 'deg': 196, 'gust': 4.9}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 15:00:00'}, {'dt': 1696010400, 'main': {'temp': 283.22, 'feels_like': 282.82, 'temp_min': 283.22, 'temp_max': 283.22, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 97, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 93}, 'wind': {'speed': 1.18, 'deg': 233, 'gust': 1.24}, 'visibility': 10000, 'pop': 0, 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{'pod': 'n'}, 'dt_txt': '2023-09-30 21:00:00'}, {'dt': 1696118400, 'main': {'temp': 280.19, 'feels_like': 278.9, 'temp_min': 280.19, 'temp_max': 280.19, 'pressure': 1013, 'sea_level': 1013, 'grnd_level': 995, 'humidity': 88, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 58}, 'wind': {'speed': 1.99, 'deg': 289, 'gust': 1.91}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-01 00:00:00'}, {'dt': 1696129200, 'main': {'temp': 279.5, 'feels_like': 278.14, 'temp_min': 279.5, 'temp_max': 279.5, 'pressure': 1013, 'sea_level': 1013, 'grnd_level': 995, 'humidity': 89, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03n'}], 'clouds': {'all': 29}, 'wind': {'speed': 1.95, 'deg': 292, 'gust': 1.84}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-01 03:00:00'}, {'dt': 1696140000, 'main': {'temp': 279.08, 'feels_like': 277.71, 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'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 58}, 'wind': {'speed': 1, 'deg': 169, 'gust': 1.38}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-01 12:00:00'}, {'dt': 1696172400, 'main': {'temp': 287.25, 'feels_like': 286.23, 'temp_min': 287.25, 'temp_max': 287.25, 'pressure': 1011, 'sea_level': 1011, 'grnd_level': 994, 'humidity': 58, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 80}, 'wind': {'speed': 1.58, 'deg': 152, 'gust': 2.27}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-01 15:00:00'}, {'dt': 1696183200, 'main': {'temp': 281.92, 'feels_like': 281.92, 'temp_min': 281.92, 'temp_max': 281.92, 'pressure': 1012, 'sea_level': 1012, 'grnd_level': 994, 'humidity': 81, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': 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'n'}, 'dt_txt': '2023-10-02 00:00:00'}, {'dt': 1696215600, 'main': {'temp': 280.95, 'feels_like': 280.06, 'temp_min': 280.95, 'temp_max': 280.95, 'pressure': 1012, 'sea_level': 1012, 'grnd_level': 994, 'humidity': 81, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.71, 'deg': 292, 'gust': 1.73}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 03:00:00'}, {'dt': 1696226400, 'main': {'temp': 280.76, 'feels_like': 279.43, 'temp_min': 280.76, 'temp_max': 280.76, 'pressure': 1013, 'sea_level': 1013, 'grnd_level': 994, 'humidity': 88, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 84}, 'wind': {'speed': 2.14, 'deg': 280, 'gust': 2.01}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 06:00:00'}, {'dt': 1696237200, 'main': {'temp': 286.36, 'feels_like': 285.3, 'temp_min': 286.36, 'temp_max': 286.36, 'pressure': 1012, 'sea_level': 1012, 'grnd_level': 994, 'humidity': 60, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 62}, 'wind': {'speed': 1.18, 'deg': 257, 'gust': 2.53}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 09:00:00'}, {'dt': 1696248000, 'main': {'temp': 288.54, 'feels_like': 287.39, 'temp_min': 288.54, 'temp_max': 288.54, 'pressure': 1011, 'sea_level': 1011, 'grnd_level': 994, 'humidity': 48, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 81}, 'wind': {'speed': 0.84, 'deg': 222, 'gust': 1.93}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 12:00:00'}, {'dt': 1696258800, 'main': {'temp': 287.23, 'feels_like': 286.29, 'temp_min': 287.23, 'temp_max': 287.23, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 61, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.26, 'deg': 167, 'gust': 1.57}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 15:00:00'}, {'dt': 1696269600, 'main': {'temp': 283.41, 'feels_like': 282.45, 'temp_min': 283.41, 'temp_max': 283.41, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 75, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 0.63, 'deg': 236, 'gust': 0.71}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 18:00:00'}, {'dt': 1696280400, 'main': {'temp': 282.82, 'feels_like': 282.82, 'temp_min': 282.82, 'temp_max': 282.82, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 77, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 0.68, 'deg': 295, 'gust': 0.64}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 21:00:00'}, {'dt': 1696291200, 'main': {'temp': 281.55, 'feels_like': 281.55, 'temp_min': 281.55, 'temp_max': 281.55, 'pressure': 1007, 'sea_level': 1007, 'grnd_level': 989, 'humidity': 80, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 0.91, 'deg': 292, 'gust': 0.84}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 00:00:00'}, {'dt': 1696302000, 'main': {'temp': 281.32, 'feels_like': 281.32, 'temp_min': 281.32, 'temp_max': 281.32, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 987, 'humidity': 79, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 0.82, 'deg': 264, 'gust': 0.76}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 03:00:00'}, {'dt': 1696312800, 'main': {'temp': 281.14, 'feels_like': 280.67, 'temp_min': 281.14, 'temp_max': 281.14, 'pressure': 1004, 'sea_level': 1004, 'grnd_level': 985, 'humidity': 80, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.36, 'deg': 301, 'gust': 1.23}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 06:00:00'}, {'dt': 1696323600, 'main': {'temp': 286.39, 'feels_like': 285.39, 'temp_min': 286.39, 'temp_max': 286.39, 'pressure': 1002, 'sea_level': 1002, 'grnd_level': 984, 'humidity': 62, 'temp_kf': 0}, 'weather': [{'id': 801, 'main': 'Clouds', 'description': 'few clouds', 'icon': '02d'}], 'clouds': {'all': 14}, 'wind': {'speed': 1, 'deg': 238, 'gust': 2.22}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 09:00:00'}], 'city': {'id': 3144113, 'name': 'Noresund', 'coord': {'lat': 60.1803, 'lon': 9.6231}, 'country': 'NO', 'population': 1000, 'timezone': 7200, 'sunrise': 1695878326, 'sunset': 1695920747}}")
+
Row(city_id=3144113, dt=1695978000, forecast=b"{'cod': '200', 'message': 0, 'cnt': 40, 'list': [{'dt': 1695978000, 'main': {'temp': 285.89, 'feels_like': 285.54, 'temp_min': 285.89, 'temp_max': 286.81, 'pressure': 1007, 'sea_level': 1007, 'grnd_level': 989, 'humidity': 89, 'temp_kf': -0.92}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 98}, 'wind': {'speed': 1.68, 'deg': 201, 'gust': 2.81}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 09:00:00'}, {'dt': 1695988800, 'main': {'temp': 287.44, 'feels_like': 286.96, 'temp_min': 287.44, 'temp_max': 288.44, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 78, 'temp_kf': -1}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 91}, 'wind': {'speed': 2.48, 'deg': 196, 'gust': 5.56}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 12:00:00'}, {'dt': 1695999600, 'main': {'temp': 288.23, 'feels_like': 287.67, 'temp_min': 288.23, 'temp_max': 288.23, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 987, 'humidity': 72, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 99}, 'wind': {'speed': 2.05, 'deg': 209, 'gust': 5.75}, 'visibility': 10000, 'pop': 0.09, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-29 15:00:00'}, {'dt': 1696010400, 'main': {'temp': 283.25, 'feels_like': 282.77, 'temp_min': 283.25, 'temp_max': 283.25, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 987, 'humidity': 94, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 65}, 'wind': {'speed': 1.43, 'deg': 245, 'gust': 1.41}, 'visibility': 10000, 'pop': 0.05, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-29 18:00:00'}, {'dt': 1696021200, 'main': {'temp': 281.86, 'feels_like': 280.96, 'temp_min': 281.86, 'temp_max': 281.86, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 93, 'temp_kf': 0}, 'weather': [{'id': 800, 'main': 'Clear', 'description': 'clear sky', 'icon': '01n'}], 'clouds': {'all': 2}, 'wind': {'speed': 1.87, 'deg': 272, 'gust': 1.85}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-29 21:00:00'}, {'dt': 1696032000, 'main': {'temp': 282, 'feels_like': 281.17, 'temp_min': 282, 'temp_max': 282, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 987, 'humidity': 88, 'temp_kf': 0}, 'weather': [{'id': 801, 'main': 'Clouds', 'description': 'few clouds', 'icon': '02n'}], 'clouds': {'all': 22}, 'wind': {'speed': 1.81, 'deg': 241, 'gust': 2.07}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-30 00:00:00'}, {'dt': 1696042800, 'main': {'temp': 280.77, 'feels_like': 279.99, 'temp_min': 280.77, 'temp_max': 280.77, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 987, 'humidity': 91, 'temp_kf': 0}, 'weather': [{'id': 801, 'main': 'Clouds', 'description': 'few clouds', 'icon': '02n'}], 'clouds': {'all': 20}, 'wind': {'speed': 1.58, 'deg': 251, 'gust': 1.44}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-30 03:00:00'}, {'dt': 1696053600, 'main': {'temp': 282.54, 'feels_like': 281.95, 'temp_min': 282.54, 'temp_max': 282.54, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 84, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 57}, 'wind': {'speed': 1.65, 'deg': 238, 'gust': 2.63}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-30 06:00:00'}, {'dt': 1696064400, 'main': {'temp': 287.66, 'feels_like': 286.68, 'temp_min': 287.66, 'temp_max': 287.66, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 58, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03d'}], 'clouds': {'all': 48}, 'wind': {'speed': 4.15, 'deg': 276, 'gust': 11.21}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-30 09:00:00'}, {'dt': 1696075200, 'main': {'temp': 289.64, 'feels_like': 288.65, 'temp_min': 289.64, 'temp_max': 289.64, 'pressure': 1008, 'sea_level': 1008, 'grnd_level': 990, 'humidity': 50, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03d'}], 'clouds': {'all': 26}, 'wind': {'speed': 4.58, 'deg': 294, 'gust': 10.08}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-30 12:00:00'}, {'dt': 1696086000, 'main': {'temp': 288.56, 'feels_like': 287.64, 'temp_min': 288.56, 'temp_max': 288.56, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 992, 'humidity': 57, 'temp_kf': 0}, 'weather': [{'id': 800, 'main': 'Clear', 'description': 'clear sky', 'icon': '01d'}], 'clouds': {'all': 2}, 'wind': {'speed': 3.07, 'deg': 281, 'gust': 7.57}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-09-30 15:00:00'}, {'dt': 1696096800, 'main': {'temp': 282.62, 'feels_like': 281.4, 'temp_min': 282.62, 'temp_max': 282.62, 'pressure': 1013, 'sea_level': 1013, 'grnd_level': 994, 'humidity': 79, 'temp_kf': 0}, 'weather': [{'id': 800, 'main': 'Clear', 'description': 'clear sky', 'icon': '01n'}], 'clouds': {'all': 4}, 'wind': {'speed': 2.42, 'deg': 289, 'gust': 2.61}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-30 18:00:00'}, {'dt': 1696107600, 'main': {'temp': 281.47, 'feels_like': 280.26, 'temp_min': 281.47, 'temp_max': 281.47, 'pressure': 1014, 'sea_level': 1014, 'grnd_level': 995, 'humidity': 82, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03n'}], 'clouds': {'all': 41}, 'wind': {'speed': 2.14, 'deg': 295, 'gust': 2.11}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-09-30 21:00:00'}, {'dt': 1696118400, 'main': {'temp': 280.26, 'feels_like': 278.94, 'temp_min': 280.26, 'temp_max': 280.26, 'pressure': 1015, 'sea_level': 1015, 'grnd_level': 996, 'humidity': 85, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03n'}], 'clouds': {'all': 30}, 'wind': {'speed': 2.04, 'deg': 289, 'gust': 1.92}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-01 00:00:00'}, {'dt': 1696129200, 'main': {'temp': 279.57, 'feels_like': 278.31, 'temp_min': 279.57, 'temp_max': 279.57, 'pressure': 1015, 'sea_level': 1015, 'grnd_level': 996, 'humidity': 88, 'temp_kf': 0}, 'weather': [{'id': 800, 'main': 'Clear', 'description': 'clear sky', 'icon': '01n'}], 'clouds': {'all': 8}, 'wind': {'speed': 1.86, 'deg': 298, 'gust': 1.83}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-01 03:00:00'}, {'dt': 1696140000, 'main': {'temp': 279.34, 'feels_like': 278.15, 'temp_min': 279.34, 'temp_max': 279.34, 'pressure': 1015, 'sea_level': 1015, 'grnd_level': 997, 'humidity': 88, 'temp_kf': 0}, 'weather': [{'id': 801, 'main': 'Clouds', 'description': 'few clouds', 'icon': '02d'}], 'clouds': {'all': 14}, 'wind': {'speed': 1.76, 'deg': 307, 'gust': 1.78}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-01 06:00:00'}, {'dt': 1696150800, 'main': {'temp': 285.46, 'feels_like': 284.39, 'temp_min': 285.46, 'temp_max': 285.46, 'pressure': 1014, 'sea_level': 1014, 'grnd_level': 996, 'humidity': 63, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 68}, 'wind': {'speed': 0.37, 'deg': 295, 'gust': 1.01}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-01 09:00:00'}, {'dt': 1696161600, 'main': {'temp': 287.38, 'feels_like': 286.32, 'temp_min': 287.38, 'temp_max': 287.38, 'pressure': 1013, 'sea_level': 1013, 'grnd_level': 995, 'humidity': 56, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 81}, 'wind': {'speed': 1.53, 'deg': 159, 'gust': 1.54}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-01 12:00:00'}, {'dt': 1696172400, 'main': {'temp': 286.92, 'feels_like': 285.97, 'temp_min': 286.92, 'temp_max': 286.92, 'pressure': 1012, 'sea_level': 1012, 'grnd_level': 994, 'humidity': 62, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 97}, 'wind': {'speed': 1.67, 'deg': 153, 'gust': 2.46}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-01 15:00:00'}, {'dt': 1696183200, 'main': {'temp': 282.33, 'feels_like': 282.33, 'temp_min': 282.33, 'temp_max': 282.33, 'pressure': 1012, 'sea_level': 1012, 'grnd_level': 994, 'humidity': 81, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 97}, 'wind': {'speed': 0.74, 'deg': 227, 'gust': 0.79}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-01 18:00:00'}, {'dt': 1696194000, 'main': {'temp': 282.71, 'feels_like': 282.71, 'temp_min': 282.71, 'temp_max': 282.71, 'pressure': 1011, 'sea_level': 1011, 'grnd_level': 993, 'humidity': 80, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 0.58, 'deg': 257, 'gust': 0.61}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-01 21:00:00'}, {'dt': 1696204800, 'main': {'temp': 282.38, 'feels_like': 282.38, 'temp_min': 282.38, 'temp_max': 282.38, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 81, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 92}, 'wind': {'speed': 1.08, 'deg': 246, 'gust': 0.97}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 00:00:00'}, {'dt': 1696215600, 'main': {'temp': 282.37, 'feels_like': 281.93, 'temp_min': 282.37, 'temp_max': 282.37, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 991, 'humidity': 82, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 69}, 'wind': {'speed': 1.48, 'deg': 283, 'gust': 1.76}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 03:00:00'}, {'dt': 1696226400, 'main': {'temp': 281.65, 'feels_like': 281.05, 'temp_min': 281.65, 'temp_max': 281.65, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 92, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03d'}], 'clouds': {'all': 47}, 'wind': {'speed': 1.53, 'deg': 274, 'gust': 1.35}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 06:00:00'}, {'dt': 1696237200, 'main': {'temp': 287.78, 'feels_like': 286.92, 'temp_min': 287.78, 'temp_max': 287.78, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 62, 'temp_kf': 0}, 'weather': [{'id': 800, 'main': 'Clear', 'description': 'clear sky', 'icon': '01d'}], 'clouds': {'all': 6}, 'wind': {'speed': 1.47, 'deg': 257, 'gust': 2.95}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 09:00:00'}, {'dt': 1696248000, 'main': {'temp': 289.54, 'feels_like': 288.36, 'temp_min': 289.54, 'temp_max': 289.54, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 43, 'temp_kf': 0}, 'weather': [{'id': 801, 'main': 'Clouds', 'description': 'few clouds', 'icon': '02d'}], 'clouds': {'all': 17}, 'wind': {'speed': 2.93, 'deg': 270, 'gust': 4.38}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 12:00:00'}, {'dt': 1696258800, 'main': {'temp': 287.9, 'feels_like': 286.81, 'temp_min': 287.9, 'temp_max': 287.9, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 53, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.76, 'deg': 255, 'gust': 3.71}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-02 15:00:00'}, {'dt': 1696269600, 'main': {'temp': 282.73, 'feels_like': 281.79, 'temp_min': 282.73, 'temp_max': 282.73, 'pressure': 1010, 'sea_level': 1010, 'grnd_level': 992, 'humidity': 70, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 2.08, 'deg': 275, 'gust': 1.85}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 18:00:00'}, {'dt': 1696280400, 'main': {'temp': 281.49, 'feels_like': 280.27, 'temp_min': 281.49, 'temp_max': 281.49, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 76, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 2.16, 'deg': 286, 'gust': 2.21}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-02 21:00:00'}, {'dt': 1696291200, 'main': {'temp': 281.17, 'feels_like': 280.25, 'temp_min': 281.17, 'temp_max': 281.17, 'pressure': 1009, 'sea_level': 1009, 'grnd_level': 991, 'humidity': 78, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.77, 'deg': 287, 'gust': 1.82}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 00:00:00'}, {'dt': 1696302000, 'main': {'temp': 280.48, 'feels_like': 279.65, 'temp_min': 280.48, 'temp_max': 280.48, 'pressure': 1008, 'sea_level': 1008, 'grnd_level': 989, 'humidity': 79, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 100}, 'wind': {'speed': 1.59, 'deg': 289, 'gust': 1.6}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 03:00:00'}, {'dt': 1696312800, 'main': {'temp': 279.43, 'feels_like': 278.45, 'temp_min': 279.43, 'temp_max': 279.43, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 83, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04d'}], 'clouds': {'all': 97}, 'wind': {'speed': 1.59, 'deg': 295, 'gust': 1.33}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 06:00:00'}, {'dt': 1696323600, 'main': {'temp': 284.99, 'feels_like': 283.77, 'temp_min': 284.99, 'temp_max': 284.99, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 987, 'humidity': 59, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 51}, 'wind': {'speed': 0.72, 'deg': 253, 'gust': 1.44}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 09:00:00'}, {'dt': 1696334400, 'main': {'temp': 288.03, 'feels_like': 286.8, 'temp_min': 288.03, 'temp_max': 288.03, 'pressure': 1002, 'sea_level': 1002, 'grnd_level': 985, 'humidity': 47, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03d'}], 'clouds': {'all': 26}, 'wind': {'speed': 1.22, 'deg': 221, 'gust': 3.44}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 12:00:00'}, {'dt': 1696345200, 'main': {'temp': 287.28, 'feels_like': 286.24, 'temp_min': 287.28, 'temp_max': 287.28, 'pressure': 1001, 'sea_level': 1001, 'grnd_level': 983, 'humidity': 57, 'temp_kf': 0}, 'weather': [{'id': 802, 'main': 'Clouds', 'description': 'scattered clouds', 'icon': '03d'}], 'clouds': {'all': 39}, 'wind': {'speed': 1.84, 'deg': 185, 'gust': 3.69}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-03 15:00:00'}, {'dt': 1696356000, 'main': {'temp': 282.38, 'feels_like': 281.87, 'temp_min': 282.38, 'temp_max': 282.38, 'pressure': 1002, 'sea_level': 1002, 'grnd_level': 984, 'humidity': 71, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 68}, 'wind': {'speed': 1.55, 'deg': 282, 'gust': 1.58}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 18:00:00'}, {'dt': 1696366800, 'main': {'temp': 281.14, 'feels_like': 279.93, 'temp_min': 281.14, 'temp_max': 281.14, 'pressure': 1003, 'sea_level': 1003, 'grnd_level': 985, 'humidity': 76, 'temp_kf': 0}, 'weather': [{'id': 804, 'main': 'Clouds', 'description': 'overcast clouds', 'icon': '04n'}], 'clouds': {'all': 88}, 'wind': {'speed': 2.08, 'deg': 280, 'gust': 2.04}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-03 21:00:00'}, {'dt': 1696377600, 'main': {'temp': 279.24, 'feels_like': 277.62, 'temp_min': 279.24, 'temp_max': 279.24, 'pressure': 1004, 'sea_level': 1004, 'grnd_level': 986, 'humidity': 87, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 61}, 'wind': {'speed': 2.18, 'deg': 283, 'gust': 2.15}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-04 00:00:00'}, {'dt': 1696388400, 'main': {'temp': 279.55, 'feels_like': 278.25, 'temp_min': 279.55, 'temp_max': 279.55, 'pressure': 1005, 'sea_level': 1005, 'grnd_level': 987, 'humidity': 84, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04n'}], 'clouds': {'all': 65}, 'wind': {'speed': 1.9, 'deg': 288, 'gust': 2.06}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'n'}, 'dt_txt': '2023-10-04 03:00:00'}, {'dt': 1696399200, 'main': {'temp': 280.78, 'feels_like': 279.69, 'temp_min': 280.78, 'temp_max': 280.78, 'pressure': 1006, 'sea_level': 1006, 'grnd_level': 988, 'humidity': 80, 'temp_kf': 0}, 'weather': [{'id': 803, 'main': 'Clouds', 'description': 'broken clouds', 'icon': '04d'}], 'clouds': {'all': 82}, 'wind': {'speed': 1.88, 'deg': 290, 'gust': 2.35}, 'visibility': 10000, 'pop': 0, 'sys': {'pod': 'd'}, 'dt_txt': '2023-10-04 06:00:00'}], 'city': {'id': 3144113, 'name': 'Noresund', 'coord': {'lat': 60.1803, 'lon': 9.6231}, 'country': 'NO', 'population': 1000, 'timezone': 7200, 'sunrise': 1695964869, 'sunset': 1696006963}}")
diff --git a/D2Dbook/_build/html/2_Data_sources/Databases/Spark.html b/D2Dbook/_build/html/2_Data_sources/Databases/Spark.html index 17040ae..f9f09d7 100644 --- a/D2Dbook/_build/html/2_Data_sources/Databases/Spark.html +++ b/D2Dbook/_build/html/2_Data_sources/Databases/Spark.html @@ -509,12 +509,12 @@

Spark and Cassandra -
23/09/28 13:16:55 WARN Utils: Your hostname, Kristians-MacBook-Pro.local resolves to a loopback address: 127.0.0.1; using 10.42.126.12 instead (on interface en0)
-23/09/28 13:16:55 WARN Utils: Set SPARK_LOCAL_IP if you need to bind to another address
+
23/09/29 09:04:40 WARN Utils: Your hostname, Kristians-MacBook-Pro.local resolves to a loopback address: 127.0.0.1; using 10.42.126.20 instead (on interface en0)
+23/09/29 09:04:40 WARN Utils: Set SPARK_LOCAL_IP if you need to bind to another address
 Ivy Default Cache set to: /Users/kristian/.ivy2/cache
 The jars for the packages stored in: /Users/kristian/.ivy2/jars
 com.datastax.spark#spark-cassandra-connector_2.12 added as a dependency
-:: resolving dependencies :: org.apache.spark#spark-submit-parent-fdd44103-4973-4e43-8bb1-86c1052a4be5;1.0
+:: resolving dependencies :: org.apache.spark#spark-submit-parent-a03259f5-1d01-425e-a608-e03259fe2e3d;1.0
 	confs: [default]
 

 

@@ -530,19 +530,19 @@ 
Spark and Cassandra
	found org.hdrhistogram#HdrHistogram;2.1.12 in central
+	found org.hdrhistogram#HdrHistogram;2.1.12 in central
 	found org.reactivestreams#reactive-streams;1.0.3 in central
 	found com.github.stephenc.jcip#jcip-annotations;1.0-1 in central
 	found com.github.spotbugs#spotbugs-annotations;3.1.12 in central
-	found com.google.code.findbugs#jsr305;3.0.2 in central
+

+
+
	found com.google.code.findbugs#jsr305;3.0.2 in central
 	found com.datastax.oss#java-driver-mapper-runtime;4.13.0 in central
 	found com.datastax.oss#java-driver-query-builder;4.13.0 in central
 	found org.apache.commons#commons-lang3;3.10 in central
 	found com.thoughtworks.paranamer#paranamer;2.8 in central
 	found org.scala-lang#scala-reflect;2.12.11 in central
-:: resolution report :: resolve 454ms :: artifacts dl 14ms
+:: resolution report :: resolve 394ms :: artifacts dl 15ms
 	:: modules in use:
 	com.datastax.oss#java-driver-core-shaded;4.13.0 from central in [default]
 	com.datastax.oss#java-driver-mapper-runtime;4.13.0 from central in [default]
@@ -569,12 +569,12 @@ 
Spark and Cassandra
23/09/28 13:16:56 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
+
23/09/29 09:04:41 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
 Setting default log level to "WARN".
 To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).
 

@@ -596,10 +596,10 @@ 
Accessing tables
+---+----------+-------+
 |ind|   company|  model|
 +---+----------+-------+
-|  3|  Polestar|      3|
 |  1|     Tesla|Model S|
 |  2|     Tesla|Model 3|
 |  4|Volkswagen|   ID.4|
+|  3|  Polestar|      3|
 +---+----------+-------+
 

 

@@ -669,14 +669,11 @@ 
+--------------------+-------+-------+-------+
 |                  id|company|  model|  price|
 +--------------------+-------+-------+-------+
-|83bb52d0-5df0-11e...|  Tesla|Model S|21000.0|
-|83bb2bc0-5df0-11e...|  Tesla|Model S|20000.0|
+|71ba8aa0-5e96-11e...|  Tesla|Model S|21000.0|
+|71ba3c80-5e96-11e...|  Tesla|Model S|20000.0|
 +--------------------+-------+-------+-------+
 

 

-

-

-
@@ -690,8 +687,8 @@ 

+--------------------+-------+-------+-------+
 |                  id|company|  model|  price|
 +--------------------+-------+-------+-------+
-|83bb2bc0-5df0-11e...|  Tesla|Model S|20000.0|
-|83bb52d0-5df0-11e...|  Tesla|Model S|21000.0|
+|71ba3c80-5e96-11e...|  Tesla|Model S|20000.0|
+|71ba8aa0-5e96-11e...|  Tesla|Model S|21000.0|
 +--------------------+-------+-------+-------+

@@ -732,21 +729,21 @@

0 - 3 - Polestar - 3 + 4 + Volkswagen + ID.4 1 @@ -1037,22 +1034,22 @@

Write data to Cassandra 3 - 4 - Volkswagen - ID.4 - - - 4 1 Tesla Model S - 5 + 4 2 Tesla Model 3 + + 5 + 3 + Polestar + 3 +

diff --git a/D2Dbook/_build/html/2_Data_sources/Formats/Data_formats.html b/D2Dbook/_build/html/2_Data_sources/Formats/Data_formats.html index e79d772..624f4d9 100644 --- a/D2Dbook/_build/html/2_Data_sources/Formats/Data_formats.html +++ b/D2Dbook/_build/html/2_Data_sources/Formats/Data_formats.html @@ -1234,9 +1234,9 @@

Pandas plotting with different backend
- + @@ -503,7 +503,7 @@

Noise reduction -../_images/5daf3dc98bc12e78c7e20781485518a596d2a0cbafe35f8d18dee95875463821.png +../_images/16d43e43e55e26300decd943a7284d21f0537d04d31b82990f11e1872228fa45.png

@@ -573,8 +573,8 @@

Simple moving average

-../_images/0b609ff89858de48d803d6c808ad1a409046168e00e99f899fba17ea549834f3.png -
SNR: 24.93 dB
+../_images/5111e3db33c142a97b126e91f8b0427e2ac2826ec4acf362db573025d5dd692e.png
+
SNR: 23.05 dB
@@ -622,7 +622,7 @@

Adding GUI controls -
<function __main__.plot_sma(size)>
+
<function __main__.plot_sma(size)>
@@ -684,8 +684,8 @@

Robustifying -../_images/2be03c6e528b2747045d8f79e411d3eb13c6e3898e1e529503404b01e4ba4d76.png -
SNR: 23.40 dB
+../_images/4d16814b8dea8bf7bba834349fdd5f5ab2011e3b9b539fbd0df8add132a8cc66.png
+
SNR: 21.51 dB
@@ -757,7 +757,7 @@

Gaussian weighting -
<function __main__.plot_gauss(sigma, show_window, position)>
+
<function __main__.plot_gauss(sigma, show_window, position)>
@@ -926,7 +926,7 @@

Baseline estimation -
<function __main__.plot_asls(max_iter)>
+
<function __main__.plot_asls(max_iter)>
diff --git a/D2Dbook/_build/html/6_Appendix/Installation.html b/D2Dbook/_build/html/6_Appendix/Installation.html index ee67b19..776e930 100644 --- a/D2Dbook/_build/html/6_Appendix/Installation.html +++ b/D2Dbook/_build/html/6_Appendix/Installation.html @@ -424,11 +424,18 @@

Contents

@@ -472,6 +484,22 @@

Conda environments +

Integrated Developer Environment - IDE#

+
    +

  • There are many to choose between, e.g., the poular freeware applications PyCharm and Visual Studio Code (VS Code).

    • +

  • This book was developed using VS Code.

    • +
+
+

VS Code#

+
    +

  • Download and install VS Code.

    • +

  • Add extensions for Python and Jupyter, possibly also for JSON viewer, GitHub Copilot, etc.

    • +

  • You may have to set the Conda and Python paths in the settings for the Python extension.

    • +

  • If your favourite Conda environment is not detected, press Ctrl/Cmd+Shift+P and write python:Select Interpreter to enable manual input of environment path.

    • +
+
+

Git#

@@ -613,11 +640,18 @@

Spark

" ], "text/plain": [ " ind company model\n", - "0 3 Polestar 3\n", + "0 4 Volkswagen ID.4\n", "1 460 Ford Transit\n", "2 459 Ford Escort\n", - "3 4 Volkswagen ID.4\n", - "4 1 Tesla Model S\n", - "5 2 Tesla Model 3" + "3 1 Tesla Model S\n", + "4 2 Tesla Model 3\n", + "5 3 Polestar 3" ] }, "execution_count": 14, diff --git a/D2Dbook/_build/jupyter_execute/2_Data_sources/Formats/Data_formats.ipynb b/D2Dbook/_build/jupyter_execute/2_Data_sources/Formats/Data_formats.ipynb index 973c037..769453f 100644 --- a/D2Dbook/_build/jupyter_execute/2_Data_sources/Formats/Data_formats.ipynb +++ b/D2Dbook/_build/jupyter_execute/2_Data_sources/Formats/Data_formats.ipynb @@ -2233,9 +2233,9 @@ } }, "text/html": [ - "
-
- + @@ -503,7 +503,7 @@

Noise reduction -../_images/5daf3dc98bc12e78c7e20781485518a596d2a0cbafe35f8d18dee95875463821.png +../_images/16d43e43e55e26300decd943a7284d21f0537d04d31b82990f11e1872228fa45.png

@@ -573,8 +573,8 @@

Simple moving average

-../_images/0b609ff89858de48d803d6c808ad1a409046168e00e99f899fba17ea549834f3.png -
SNR: 24.93 dB
+../_images/5111e3db33c142a97b126e91f8b0427e2ac2826ec4acf362db573025d5dd692e.png
+
SNR: 23.05 dB
@@ -622,7 +622,7 @@

Adding GUI controls -
<function __main__.plot_sma(size)>
+
<function __main__.plot_sma(size)>
@@ -684,8 +684,8 @@

Robustifying -../_images/2be03c6e528b2747045d8f79e411d3eb13c6e3898e1e529503404b01e4ba4d76.png -
SNR: 23.40 dB
+../_images/4d16814b8dea8bf7bba834349fdd5f5ab2011e3b9b539fbd0df8add132a8cc66.png
+
SNR: 21.51 dB
@@ -757,7 +757,7 @@

Gaussian weighting -
<function __main__.plot_gauss(sigma, show_window, position)>
+
<function __main__.plot_gauss(sigma, show_window, position)>
@@ -926,7 +926,7 @@

Baseline estimation -
<function __main__.plot_asls(max_iter)>
+
<function __main__.plot_asls(max_iter)>
diff --git a/docs/6_Appendix/Installation.html b/docs/6_Appendix/Installation.html index ee67b19..776e930 100644 --- a/docs/6_Appendix/Installation.html +++ b/docs/6_Appendix/Installation.html @@ -424,11 +424,18 @@

Contents

@@ -472,6 +484,22 @@

Conda environments +

Integrated Developer Environment - IDE#

+
    +

  • There are many to choose between, e.g., the poular freeware applications PyCharm and Visual Studio Code (VS Code).

    • +

  • This book was developed using VS Code.

    • +
+
+

VS Code#

+
    +

  • Download and install VS Code.

    • +

  • Add extensions for Python and Jupyter, possibly also for JSON viewer, GitHub Copilot, etc.

    • +

  • You may have to set the Conda and Python paths in the settings for the Python extension.

    • +

  • If your favourite Conda environment is not detected, press Ctrl/Cmd+Shift+P and write python:Select Interpreter to enable manual input of environment path.

    • +
+
+

Git#

@@ -613,11 +640,18 @@

Spark