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| def create_spark_session(): | |
| ''' | |
| This function creates a spark session or finds an existing one and returns it | |
| Parameters - none | |
| Returns - spark session object | |
| ''' | |
| spark = SparkSession \ | |
| .builder \ | |
| .config("spark.jars.packages", "org.apache.hadoop:hadoop-aws:2.7.0") \ |
asonthalia
/ Atmosphere_Snapshot.csv
Created
July 15, 2021 16:01
We can make this file beautiful and searchable if this error is corrected: It looks like row 6 should actually have 15 columns, instead of 4. in line 5.
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| index,ls,min_temp,max_temp,pressure,avg_temp,Sol,transformer,transformed_avg_temp,transformed_min_temp,transformed_max_temp,transformed_min_temp_dampened,transformed_max_temp_dampened,transformer_pressure,transformed_pressure | |
| 0,155,-76.38948170731707,-12.134146341463415,838.5228658536586,-44.26181402439025,1,-44.25999999999999,-44.25999999998594,-76.38766768291276,-12.13233231705911,-76.38763571508423,-12.13236428488765,838.5200000000041,838.5199999998766 | |
| 1,155,-75.0,-16.0,739.0,-45.5,2,-44.25992773992773,-45.49811371552344,-74.99811371552343,-15.998113715523438,-74.99805500905578,-15.9981724219911,838.6204865804903,739.0976207267042 | |
| 2,156,-76.0,-11.0,740.0,-43.5,3,-44.259855479855474,-43.49804145545118,-75.99804145545119,-10.99804145545118,-75.9979444405258,-10.998138470376553,838.7209731609764,740.1981073071904 | |
| 3,156,-76.0,-18.0,741.0,-47.0,4,-44.259783219783216,-46.99796919537892,-75.99796919537891,-17.99796919537892,-75.99785377249334,-17.998084618264496,838.8214597414772,741.2985938876911 | |
| 4,157,-74.0,-15 |
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| ls | sol | target_temp | target_pressure | activity | activity_type | activity_handler | earth_date | trigger_schedule_time | mars_satellite_processing_delay_mins | martian_activity_location | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 155 | 1 | -44.259999999985936 | 838.5199999998765 | CO2 Pump | Level 3 | ESDA | 2030-01-01 | 12 PM | 7 | SW Melas | |
| 155 | 2 | -45.49811371552343 | 739.0976207267042 | Launch Probe | Level 2 | ISRO | 2030-01-02 | 12 PM | 4 | Eberswalde | |
| 156 | 3 | -43.49804145545119 | 740.1981073071904 | Solar Focus | Level 3 | NASA | 2030-01-03 | 12 AM | 1 | Eberswalde | |
| 156 | 4 | -46.99796919537892 | 741.2985938876911 | Solar Focus | Level 3 | ESDA | 2030-01-04 | 12 AM | 9 | SW Melas | |
| 157 | 5 | -44.49789693530664 | 732.3990804681772 | BioEngineered O2 Seed | Level 3 | ESDA | 2030-01-05 | 12 AM | 1 | NE Syrtis |