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main
...
full<-depl
@ -1,5 +1,4 @@
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{
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"editor.default_syntax" : "python",
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"workspace.art_style" : 0,
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"workspace.color" : 2,
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"workspace.name" : "jwst-plotter"
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@ -1,9 +0,0 @@
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{
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"identifier" : "65C0B698-D114-41B3-8F58-13D74F7D3E93",
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"ignoredFilePatterns" : [
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"data.csv"
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],
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"remotePath" : "\/home\/phlaym\/jwst-plotter",
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"server" : "Phlaym",
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"usesPublishing" : true
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}
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@ -6,5 +6,5 @@
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}
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},
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"identifier" : "EADBCF2F-F2FC-418C-9C08-EBAE9F98C8BD",
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"openLogOnRun" : "start"
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"openLogOnRun" : "fail"
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}
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12
README.md
12
README.md
@ -1,13 +1,5 @@
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Reads and plots the current temperatures of the James Webb Space Telescope.
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Reads and plots the current teperatures of the James Webb Space Telescope.
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`load.py` loads the same source that [Where is Webb](https://webb.nasa.gov/content/webbLaunch/whereIsWebb.html?units=metric) uses and saves it to a CSV file.
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`graph.py` reads that CSV file and plots the data.
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A current graph can be found [here](https://phlaym.net/jwst/jwst_tempertature.png):
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with the corresponding dataset at: [https://phlaym.net/jwst/data.csv](https://phlaym.net/jwst/data.csv).
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Data is currently updated every 4 hours, but I'm filtering it before generating the graph: If the temperatures don't change for a few while, keep only the first
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and last of these points.
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`graph.py` reads that CSV file and plots the data
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126
graph.py
126
graph.py
@ -5,49 +5,11 @@ import datetime
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import pandas as pd
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from matplotlib import pyplot as plt
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import matplotlib.dates as md
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from screeninfo import get_monitors
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from screeninfo.common import ScreenInfoError
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SHOW_DEPLOYMENTS = True
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FILTER_DEPLOYMENTS = True
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plt.rcParams["figure.autolayout"] = True
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plt.rcParams['figure.figsize'] = (16, 10)
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data_frame = pd.read_csv("data.csv", delimiter=';')
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# Filter rows, so that only the following will be kept:
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# First and last rows,
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# rows which have a different temperature than the one before,
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# and rows which have a different temperature than the one after.
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#
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# Basically: If the temperatures don't change for a few rows, keep only the first
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# and last of that run
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last_row = None
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timestamps_to_keep = []
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for row in data_frame.iterrows():
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# row is actually a tuple with index at 0 and the row data at 1. We care only about the row data
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row = row[1]
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# First row: Always keep it
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if last_row is None:
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last_row = row
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timestamps_to_keep.append(row['timestamp'])
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continue
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# Any temp changed?
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keep_row = (last_row['tempWarmSide1C'] != row['tempWarmSide1C'] or
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last_row['tempWarmSide2C'] != row['tempWarmSide2C'] or
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last_row['tempCoolSide1C'] != row['tempCoolSide1C'] or
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last_row['tempCoolSide2C'] != row['tempCoolSide2C'])
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# Keep this and the previous row
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if keep_row:
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timestamps_to_keep.append(last_row['timestamp'])
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timestamps_to_keep.append(row['timestamp'])
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last_row = row
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# Always keep the last row
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timestamps_to_keep.append(data_frame.iloc[-1:]['timestamp'])
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# Filter rows by the timestamps we just saved
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data_frame = data_frame[data_frame.timestamp.isin(timestamps_to_keep)]
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# Subplot, to move legend next to plot
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# 1 row, 1 col, index: 1
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plt.subplot(1, 1, 1)
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@ -65,96 +27,22 @@ ax.xaxis.set_major_formatter(xfmt)
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ax.set_ylabel('Temperature [°C]')
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# Data
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plt.plot(
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datenums,
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data_frame.tempWarmSide1C,
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label='Sunshield UPS\nAverage Temperature (a)',
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color='orange',
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marker='x'
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)
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plt.plot(datenums, data_frame.tempWarmSide1C, label='Warm 1', color='orange', marker='x')
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for i, j in zip(datenums, data_frame.tempWarmSide1C):
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ax.annotate(str(round(j, 2)), xy=(i, j), rotation=45)
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plt.plot(
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datenums,
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data_frame.tempWarmSide2C,
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label='Spacecraft Equipment Panel\nAverage Temperature (b)',
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color='orangered',
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marker='x'
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)
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plt.plot(datenums, data_frame.tempWarmSide2C, label='Warm 2', color='orangered', marker='x')
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for i, j in zip(datenums, data_frame.tempWarmSide2C):
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ax.annotate(str(round(j, 2)), xy=(i, j-30), rotation=300)
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ax.annotate(str(round(j, 2)), xy=(i, j), rotation=45)
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plt.plot(
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datenums,
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data_frame.tempCoolSide1C,
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label='Primary Mirror\nAverage Temperature (c)',
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color='blue',
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marker='x')
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plt.plot(datenums, data_frame.tempCoolSide1C, label='Cool 1', color='blue', marker='x')
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for i, j in zip(datenums, data_frame.tempCoolSide1C):
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ax.annotate(str(round(j, 2)), xy=(i, j), rotation=45)
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plt.plot(datenums, data_frame.tempCoolSide2C, label='Instrument Radiator\nTemperature', color='navy', marker='x')
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plt.plot(datenums, data_frame.tempCoolSide2C, label='Cool 2', color='navy', marker='x')
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for i, j in zip(datenums, data_frame.tempCoolSide2C):
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ax.annotate(str(round(j, 2)), xy=(i, j-30), rotation=300)
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ax.annotate(str(round(j, 2)), xy=(i, j), rotation=45)
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plt.axhline(y=-223, color='darkblue', linestyle=':', label='Operating temperature')
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plt.ylim(ymin=-273.15)
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launch_date = datetime.datetime.fromisoformat('2021-12-25T12:20+00:00')
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deployment_names = [
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'Sunshield Pallet',
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'DTA Deployment',
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'Sunshield Covers Release',
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'Sunshield Mid-Boom',
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'Sunshield Layer Tensioning Ongoing',
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'Sunshield Tensioning Complete',
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'Secondary Mirror Deployment',
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'Aft Deployed Instrument Radiator',
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'Port Primary Mirror Wing',
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'WEBB IS FULLY DEPLOYED!',
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'Individual Mirror Segment Movements',
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'L2 Insertion Burn',
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'WEBB IS ORBITING L2'
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]
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# deployment dates, based on "+ X days"
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deployment_dates = [md.date2num(launch_date + datetime.timedelta(days=x)) for x in [
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3,
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4,
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5,
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6,
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9,
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10,
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11,
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12,
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13,
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14,
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15,
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26,
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29.5]
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]
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latest_available_temp_date = max(datenums)
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earliest_available_temp_date = min(datenums)
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deployments_data = zip(deployment_names, deployment_dates)
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filtered_deployments_data = (filter(lambda tup:
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tup[1] >= earliest_available_temp_date and
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tup[1] <= latest_available_temp_date, deployments_data)
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if FILTER_DEPLOYMENTS else deployments_data)
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max_temp = max(max(data_frame.tempWarmSide1C), max(data_frame.tempWarmSide2C))
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if SHOW_DEPLOYMENTS:
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for label, date in filtered_deployments_data:
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plt.axvline(x=date, color='gray', linestyle=':')
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plt.text(x=date, y=max_temp+30, s=label, rotation=25)
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plt.legend(bbox_to_anchor=(1, 1), loc="upper left")
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try:
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get_monitors()
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plt.show()
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except ScreenInfoError:
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plt.savefig("jwst_tempertature.png", dpi=300)
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plt.show()
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109
poetry.lock
generated
109
poetry.lock
generated
@ -25,14 +25,6 @@ category = "main"
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optional = false
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python-versions = ">=3.6"
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[[package]]
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name = "cython"
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version = "0.29.26"
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description = "The Cython compiler for writing C extensions for the Python language."
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category = "main"
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optional = false
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||||
python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
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[[package]]
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||||
name = "fonttools"
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||||
version = "4.28.5"
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@ -137,25 +129,6 @@ category = "main"
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optional = false
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python-versions = ">=3.7"
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[[package]]
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name = "pyobjc-core"
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||||
version = "8.1"
|
||||
description = "Python<->ObjC Interoperability Module"
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||||
category = "main"
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||||
optional = false
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python-versions = ">=3.6"
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[[package]]
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||||
name = "pyobjc-framework-cocoa"
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||||
version = "8.1"
|
||||
description = "Wrappers for the Cocoa frameworks on macOS"
|
||||
category = "main"
|
||||
optional = false
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||||
python-versions = ">=3.6"
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||||
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[package.dependencies]
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||||
pyobjc-core = ">=8.1"
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||||
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[[package]]
|
||||
name = "pyparsing"
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||||
version = "3.0.6"
|
||||
@ -204,18 +177,6 @@ urllib3 = ">=1.21.1,<1.27"
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socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
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||||
use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
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||||
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[[package]]
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||||
name = "screeninfo"
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||||
version = "0.8"
|
||||
description = "Fetch location and size of physical screens."
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||||
category = "main"
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||||
optional = false
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||||
python-versions = ">=3.6.2,<4.0.0"
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||||
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[package.dependencies]
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||||
Cython = {version = "*", markers = "sys_platform == \"darwin\""}
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||||
pyobjc-framework-Cocoa = {version = "*", markers = "sys_platform == \"darwin\""}
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||||
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||||
[[package]]
|
||||
name = "setuptools-scm"
|
||||
version = "6.3.2"
|
||||
@ -263,7 +224,7 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
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||||
[metadata]
|
||||
lock-version = "1.1"
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||||
python-versions = "^3.8.2, <3.11"
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content-hash = "dacbb1cb93f13aee4dae3562fa02e1a383b522282ad09dace6500b5ab343d4c9"
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content-hash = "5da99d287600235221575523238af2a0f760f744549b8c4d82c2853d801d4a92"
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||||
|
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[metadata.files]
|
||||
certifi = [
|
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@ -278,54 +239,6 @@ cycler = [
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||||
{file = "cycler-0.11.0-py3-none-any.whl", hash = "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3"},
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{file = "cycler-0.11.0.tar.gz", hash = "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"},
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]
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cython = [
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|
||||
{file = "Cython-0.29.26-cp37-cp37m-win32.whl", hash = "sha256:ed76fb98979f02b5e89079906071983a36f3634d3028b86f935cf0196f24fcaa"},
|
||||
{file = "Cython-0.29.26-cp37-cp37m-win_amd64.whl", hash = "sha256:4d868e1a41f5123f51a20c1b8e82f7cb6fa3370c104e98e707f7c910e8cadad1"},
|
||||
{file = "Cython-0.29.26-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:868f309095e557f06dc58723ae865e8c65cfedb2646a562bd8080c92d69e4e4b"},
|
||||
{file = "Cython-0.29.26-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:be550b566345bf53b95616334793ce42a128cf1d9dcde1e28cbf7ce52ea61d6d"},
|
||||
{file = "Cython-0.29.26-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_24_i686.whl", hash = "sha256:be13be1e2b9b7395588f2a23bfa692f2f3e6f7936ccf7825c83431b8c8c3452b"},
|
||||
{file = "Cython-0.29.26-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:41ee918480371ae5e5851ba9b1ead5a183e24aedb27bf807c7405d124e943f40"},
|
||||
{file = "Cython-0.29.26-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:c91b1ba0d43f7f7ccde8121c672207c7891735ddcc83496af1e0ab617ddc4aba"},
|
||||
{file = "Cython-0.29.26-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:5ecf5cf5b57086cc6c1cfc76d6353bbd7023e95da32e0883f1302ca50e481c33"},
|
||||
{file = "Cython-0.29.26-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:0ffce25bf50fa926ec6bf8d6f29650e7cb33fae445938c9880e1ce9b776353ef"},
|
||||
{file = "Cython-0.29.26-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:5041adfef502d67ecd5e291a7cf645a37fed7a9dac557f40d491053f35204d00"},
|
||||
{file = "Cython-0.29.26-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_24_i686.whl", hash = "sha256:5fd5db458c9d3d2c2abd047f3190624d9cce8a80a8e0ca0baa69cfd133a523bc"},
|
||||
{file = "Cython-0.29.26-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:75eaa22911d2ec37a3841f77b710b178c805cd378b5e1c4fb82dbc35620d2062"},
|
||||
{file = "Cython-0.29.26-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:3aed8c642e8fb27024bca46830b7f62335a44a92354acf708d6b8d050f945a3a"},
|
||||
{file = "Cython-0.29.26-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:b5ca05c2bfba0c2480b5fd390ecffe46b8da574d887d600388d6e3caf3f99a88"},
|
||||
{file = "Cython-0.29.26-py2.py3-none-any.whl", hash = "sha256:f5e15ff892c8afad64931ee3dd723c4755c2c516606f9aae7613bebfac62b0f6"},
|
||||
{file = "Cython-0.29.26.tar.gz", hash = "sha256:af377d543a762867da11fcf6e558f7a4a535ff8693f30cce123fab10c00fa312"},
|
||||
]
|
||||
fonttools = [
|
||||
{file = "fonttools-4.28.5-py3-none-any.whl", hash = "sha256:edf251d5d2cc0580d5f72de4621c338d8c66c5f61abb50cf486640f73c8194d5"},
|
||||
{file = "fonttools-4.28.5.zip", hash = "sha256:545c05d0f7903a863c2020e07b8f0a57517f2c40d940bded77076397872d14ca"},
|
||||
@ -514,22 +427,6 @@ pillow = [
|
||||
{file = "Pillow-9.0.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:95545137fc56ce8c10de646074d242001a112a92de169986abd8c88c27566a05"},
|
||||
{file = "Pillow-9.0.0.tar.gz", hash = "sha256:ee6e2963e92762923956fe5d3479b1fdc3b76c83f290aad131a2f98c3df0593e"},
|
||||
]
|
||||
pyobjc-core = [
|
||||
{file = "pyobjc-core-8.1.tar.gz", hash = "sha256:920914a1a4cd4f8a54babe93f0b4e4cd93b51d11ae38d8ef17f5edb603b7a949"},
|
||||
{file = "pyobjc_core-8.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ddd9b964df292fa0bbd0d0694befe4c524977780e3f11221ac7e8683d5e9590f"},
|
||||
{file = "pyobjc_core-8.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:b6662805d288cd1bfd257565ddc07541d0162b3167af15e39f7a654b94f6667b"},
|
||||
{file = "pyobjc_core-8.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:43f251881fe36dcb9ca9f7946ab13ddb4aa2499bde3c8bf2dc8144b5fe884629"},
|
||||
{file = "pyobjc_core-8.1-cp38-cp38-macosx_11_0_universal2.whl", hash = "sha256:781cfa7a3f72ce7213b4c341b5c552cd63b6664b3b444a23fcb1d5fdd417aa8b"},
|
||||
{file = "pyobjc_core-8.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:951e716ad30bea52190f5e82604ee2c7f3dc6c04722cf0a3311ad7e4e6af5134"},
|
||||
]
|
||||
pyobjc-framework-cocoa = [
|
||||
{file = "pyobjc-framework-Cocoa-8.1.tar.gz", hash = "sha256:9de42dc3e0911d6e30cf41bb4baf9aaf2723a27053f7edbd8ad7d758cf41b81d"},
|
||||
{file = "pyobjc_framework_Cocoa-8.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b588a3ed9adcdbfafcbfa77bbd72844afb8d987a70cce7a4f3a35a9474271a11"},
|
||||
{file = "pyobjc_framework_Cocoa-8.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:626f6d084a537b365c0786674036643695e7829ebaf7889aa9b327f3b897a800"},
|
||||
{file = "pyobjc_framework_Cocoa-8.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:8075f6cf8cac804d9ed05355c68a8a0cd3ce31a310469279c6c7e49dad47b010"},
|
||||
{file = "pyobjc_framework_Cocoa-8.1-cp38-cp38-macosx_11_0_universal2.whl", hash = "sha256:9e47a2709b8458422752efccaa89f4b52cc8e01345ec71c43c713a891f084bb6"},
|
||||
{file = "pyobjc_framework_Cocoa-8.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:0b0aee74f6c32103338e3735f308052f4cc534c25762130303638aaa6d62d851"},
|
||||
]
|
||||
pyparsing = [
|
||||
{file = "pyparsing-3.0.6-py3-none-any.whl", hash = "sha256:04ff808a5b90911829c55c4e26f75fa5ca8a2f5f36aa3a51f68e27033341d3e4"},
|
||||
{file = "pyparsing-3.0.6.tar.gz", hash = "sha256:d9bdec0013ef1eb5a84ab39a3b3868911598afa494f5faa038647101504e2b81"},
|
||||
@ -546,10 +443,6 @@ requests = [
|
||||
{file = "requests-2.27.1-py2.py3-none-any.whl", hash = "sha256:f22fa1e554c9ddfd16e6e41ac79759e17be9e492b3587efa038054674760e72d"},
|
||||
{file = "requests-2.27.1.tar.gz", hash = "sha256:68d7c56fd5a8999887728ef304a6d12edc7be74f1cfa47714fc8b414525c9a61"},
|
||||
]
|
||||
screeninfo = [
|
||||
{file = "screeninfo-0.8-py3-none-any.whl", hash = "sha256:dac455fbed79e82c481d59a00962f543e5a9bf3c2cc9f0e48e2714eb8d3cec23"},
|
||||
{file = "screeninfo-0.8.tar.gz", hash = "sha256:9501bf8b8458c7d1be4cb0ac9abddddfa80b932fb3f65bfcb54f5586434b1dc5"},
|
||||
]
|
||||
setuptools-scm = [
|
||||
{file = "setuptools_scm-6.3.2-py3-none-any.whl", hash = "sha256:4c64444b1d49c4063ae60bfe1680f611c8b13833d556fd1d6050c0023162a119"},
|
||||
{file = "setuptools_scm-6.3.2.tar.gz", hash = "sha256:a49aa8081eeb3514eb9728fa5040f2eaa962d6c6f4ec9c32f6c1fba88f88a0f2"},
|
||||
|
||||
@ -10,7 +10,6 @@ requests = "^2.26.0"
|
||||
numpy = "1.21.5"
|
||||
matplotlib = "3.5.1"
|
||||
pandas = "^1.3.5"
|
||||
screeninfo = "^0.8"
|
||||
|
||||
[tool.poetry.dev-dependencies]
|
||||
|
||||
|
||||
@ -1,23 +0,0 @@
|
||||
certifi==2021.10.8; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.6.0"
|
||||
charset-normalizer==2.0.10; python_full_version >= "3.6.0" and python_version >= "3"
|
||||
cycler==0.11.0; python_version >= "3.7"
|
||||
cython==0.29.26; python_full_version >= "3.6.2" and python_full_version < "4.0.0" and sys_platform == "darwin"
|
||||
fonttools==4.28.5; python_version >= "3.7"
|
||||
idna==3.3; python_version >= "3.5" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.5"
|
||||
kiwisolver==1.3.2; python_version >= "3.7"
|
||||
matplotlib==3.5.1; python_version >= "3.7"
|
||||
numpy==1.21.5; python_version >= "3.7" and python_version < "3.11"
|
||||
packaging==21.3; python_version >= "3.7"
|
||||
pandas==1.3.5; python_full_version >= "3.7.1"
|
||||
pillow==9.0.0; python_version >= "3.7"
|
||||
pyobjc-core==8.1; python_full_version >= "3.6.2" and python_full_version < "4.0.0" and sys_platform == "darwin" and python_version >= "3.6"
|
||||
pyobjc-framework-cocoa==8.1; python_full_version >= "3.6.2" and python_full_version < "4.0.0" and sys_platform == "darwin" and python_version >= "3.6"
|
||||
pyparsing==3.0.6; python_version >= "3.7"
|
||||
python-dateutil==2.8.2; python_full_version >= "3.7.1" and python_version >= "3.7"
|
||||
pytz==2021.3; python_full_version >= "3.7.1"
|
||||
requests==2.27.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.6.0")
|
||||
screeninfo==0.8; python_full_version >= "3.6.2" and python_full_version < "4.0.0"
|
||||
setuptools-scm==6.3.2; python_version >= "3.7"
|
||||
six==1.16.0; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.7"
|
||||
tomli==2.0.0; python_version >= "3.7"
|
||||
urllib3==1.26.8; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version < "4"
|
||||
Loading…
Reference in New Issue
Block a user