A module for encoding timeseries data, with helper functions for parsing JSON and CSV files into smaller sizes for caching and transmitting through APIs.
pip install timeseriesencoder
To use pass any json into TimeSeriesEncoder.encode_json(data, ts_key, ts_value) where ts_key and ts_value are the timestamp key and the value key in the json.
from timeseriesencoder import *
encoded = JSONEncoder.encode_json(myJson, ts_key='UTC', ts_value='Value')To decode you can apply the reverse:
decoded = JSONEncoder.decode_json(encoded)The encoder will encode all time series it finds in the json or csv file. Each will get their own encoding that is optimal for the data sparsity and values. Sorting the data before encoding can improve compression. If you'd like the encoder to sort for you, you can include sort_values = True on the encode_json call. This will sort each time series by the timeseries key before encoding.
from timeseriesencoder import *
csv = get_csv_sample()
encoded = CSVEncoder.encode_csv(csv, time_column="UTC", key_columns=["Attribute"])To decode you can apply the reverse:
decoded = CSVEncoder.decode_csv(encoded)Additionally, non time series data will be encoded in CSV files as able. Static columns will be compressed, and string value columns will be replaced with encoded lookups if it saves space in the encoded file size.
- Improved encoding speed for CSV module by up to 12x, improved decode speed for CSV module by up to 3x.
- Some performance improvements for JSON module as well that shares underlying encoder
- Added functional_compression parameter to CSVEncoder.encode_csv, the functional compression can be disabled to slightly improve encoding times when it is known in advance there will be no oportunity for functional compression
- Added maximum_precision parameter to CSVEncoder.encode_csv. This parameter allows you to limit the floating point precision for value columns. This can improve file size and encoding time significantly, at the cost of an approximate compression. This is often favorable when the input data's precision isn't meaningful.
- Bug fixes, more tests
- Released a csv module that allows encoding of CSV time series files, it is accessible on CSVEncoder.
- Migrated JSON function from TimeSeriesEncoder to JSONEncoder, which extends TimeSeriesEncoder
- Fixed a few bugs, added more tests
- Added gzip compression as an optional output for all encoding and decoding calls
- Added tests for gzip
To run tests call pytests on the tests folder from the base package folder.
pytest ./tests/ -v -s
Example of encoding a json file, with the inputs/outputs below.
Note: The numpyencoder module is not required, but is used in the example to read/write the json to a file easily.
from timeseriesencoder import *
import json
from numpyencoder import NumpyEncoder
with open('sample.json', 'r') as rfile:
data = json.load(rfile)
data['Response'][0]['ForecastWeather'] = data['Response'][0]['ForecastWeather'][:3]
with open('data.json', 'w') as rfile:
json.dump(data, rfile, cls=NumpyEncoder)
encoded = TimeSeriesEncoder.encode_json(data, ts_key='UTC', ts_value='Value', sort_values=True)
with open('encoded.json', 'w') as rfile:
json.dump(encoded, rfile, cls=NumpyEncoder)Size before and after encoding. Encoding reduced package size by 10x.
In 0.1.17 the optional gzip parameter was added to encode_json and decode_json. This allows the final package to be smaller, which allows for lower data size for sending across networks, or storing in a cache system like Redis.
The raw sample.json had a size of 281KB. The encoded json that is output from the program that is sorted and is using base64 style encoding is 27KB. The raw zipped sample.json is 26KB The programs gzipped, encoded file is just 8KB. This is 1/3rd the size of the regular zip file, and just 1/35th of the original data size.
File Size 800KB -> 61KB encoded -> 28KB encoded & compressed
{
"encoding_size": 64,
"value_columns": {
"ForecastHorizonHour": {
"function": [
-456371.9999999486,
0.0002777777777777467
],
"format": ".6f"
},
"AsOfDateUTC": {
"column_value": "2022-01-23T21:34:01.1100000Z"
},
"AverageNumericValue": {
"encoder": {
"numeric_type": "float",
"encoding_depth": 4,
"float_precision": 3,
"signed": true
},
"lookup": {
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"
}UTC,Attribute,AverageNumericValue,AsOfDateUTC,ForecastHorizonHour
2022-01-24T06:00:00Z,air_density_100m:kgm3,1.282000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,dew_point_2m:C,-1.500000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,diffuse_rad:W,0.000000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,direct_rad:W,0.000000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,effective_cloud_cover:p,2.600000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,fresh_snow_6h:cm,0.000000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,global_rad:W,0.000000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,high_cloud_cover:p,0.000000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,low_cloud_cover:p,2.600000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,medium_cloud_cover:p,0.000000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,msl_pressure:hPa,1034.000000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,precip_1h:mm,0.000000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,prob_rr_3h:p,1.000000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,relative_humidity_100m:p,80.100000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,relative_humidity_2m:p,95.900000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,relative_humidity_50m:p,84.700000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,sfc_pressure:hPa,1032.000000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,snow_depth:cm,0.000000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,t_100m:C,3.100000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,t_2m:C,-0.900000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,t_2m:F,30.400000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,total_cloud_cover:p,2.600000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,visibility:km,29.700000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wet_bulb_t_2m:C,-1.400000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_dir_100m:d,111.800000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_dir_10m:d,95.300000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_dir_120m:d,112.900000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_dir_20m:d,97.100000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_dir_50m:d,102.600000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_dir_80m:d,108.200000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_gusts_100m:ms,4.500000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_gusts_10m:ms,3.300000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_gusts_20m:ms,3.400000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_gusts_50m:ms,3.600000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_gusts_80m:ms,4.200000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_speed_100m:ms,3.400000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_speed_10m:ms,1.600000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_speed_120m:ms,3.300000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_speed_20m:ms,2.000000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_speed_50m:ms,2.700000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T06:00:00Z,wind_speed_80m:ms,3.100000,2022-01-23T21:34:01.1100000Z,18.000000
2022-01-24T07:00:00Z,air_density_100m:kgm3,1.283000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,dew_point_2m:C,-2.400000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,diffuse_rad:W,0.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,direct_rad:W,0.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,effective_cloud_cover:p,4.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,fresh_snow_6h:cm,0.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,global_rad:W,0.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,high_cloud_cover:p,0.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,low_cloud_cover:p,4.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,medium_cloud_cover:p,0.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,msl_pressure:hPa,1034.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,precip_1h:mm,0.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,prob_rr_3h:p,1.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,relative_humidity_100m:p,81.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,relative_humidity_2m:p,95.800000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,relative_humidity_50m:p,85.200000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,sfc_pressure:hPa,1032.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,snow_depth:cm,0.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,t_100m:C,2.900000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,t_2m:C,-1.900000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,t_2m:F,28.700000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,total_cloud_cover:p,4.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,visibility:km,28.000000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,wet_bulb_t_2m:C,-2.300000,2022-01-23T21:34:01.1100000Z,19.000000
2022-01-24T07:00:00Z,wind_dir_100m:d,116.500000,2022-01-23T21:34:01.1100000Z,19.000000
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