Package: xrp-price-aggregate
xrp-price-aggregateBased onXRPL-Labs/XRP-Price-AggregatorUsagepip install xrp-price-aggregateRun directly as a module or import and provide aggregation count (how many
rounds) along with delay between each round.# run xrp_price_aggregate.__main__ and also beautify the results
python -m xrp_price_aggregate | python -m json.tool
{
    "raw_results_named": {
        "hitbtc": [
            "0.72235"
        ],
        ...
    },
    "raw_results": [
        "0.72110",
        "0.72236",
        "0.72202",
        ...
    ],
    "raw_median": "0.72219",
    "raw_stdev": "0.00071",
    "filtered_results": [
        "0.72236",
        "0.72202",
        "0.72240",
        ...
    ],
    "filtered_median": "0.72236",
    "filtered_mean": "0.72219"
}>>># await it yourself>>>importasyncio>>>importxrp_price_aggregate>>>asyncio.run(xrp_price_aggregate.as_awaitable_json())'{"raw_results_named": {"hitbtc": ["0.711729"], "binance": ["0.7131"], "bitrue": ["0.71292"], "bitfinex": ["0.7122"], "ftx": ["0.712675", "0.7126"], "kraken": ["0.71223"], "cex": ["0.71334", "0.7135"], "bitstamp": ["0.71328"]}, "raw_results": ["0.7131", "0.7122", "0.71328", "0.71334", "0.7135", "0.712675", "0.7126", "0.711729", "0.71223", "0.71292"], "raw_median": "0.7127975", "raw_stdev": "0.0005759840275563203497399309551", "filtered_results": ["0.71310", "0.71328", "0.71334", "0.71268", "0.71260", "0.71223", "0.71292"], "filtered_median": "0.71292", "filtered_mean": "0.71288"}'>>># synchronous is the default case>>>importxrp_price_aggregate>>>xrp_price_aggregate.as_json()'{"raw_results_named": {"cex": ["0.72039", "0.72136"], "hitbtc": ["0.72122"], "kraken": ["0.72132"], "bitfinex": ["0.72145"], "bitstamp": ["0.72047"], "bitrue": ["0.72122"], "binance": ["0.72150"], "ftx": ["0.72078", "0.72155"]}, "raw_results": ["0.72150", "0.72145", "0.72047", "0.72039", "0.72136", "0.72078", "0.72155", "0.72122", "0.72132", "0.72122"], "raw_median": "0.72127", "raw_stdev": "0.00043", "filtered_results": ["0.72150", "0.72145", "0.72136", "0.72155", "0.72122", "0.72132", "0.72122"], "filtered_median": "0.72136", "filtered_mean": "0.72137"}'>>>xrp_price_aggregate.as_dict(count=3,delay=2){'raw_results_named':{'binance':[Decimal('0.721'),Decimal('0.7213'),Decimal('0.7211')],'ftx':[Decimal('0.7208'),Decimal('0.720975'),Decimal('0.7208'),Decimal('0.720975'),Decimal('0.7208'),Decimal('0.720975')],'bitfinex':[Decimal('0.7215'),Decimal('0.7215'),Decimal('0.72141')],'hitbtc':[Decimal('0.720796'),Decimal('0.720796'),Decimal('0.720796')],'bitstamp':[Decimal('0.72047'),Decimal('0.72047'),Decimal('0.72047')],'bitrue':[Decimal('0.72081'),Decimal('0.72094'),Decimal('0.72111')],'kraken':[Decimal('0.72132'),Decimal('0.72132'),Decimal('0.72132')],'cex':[Decimal('0.72039'),Decimal('0.72136'),Decimal('0.72039'),Decimal('0.72136'),Decimal('0.72039'),Decimal('0.72136')]},'raw_results':[Decimal('0.721'),Decimal('0.7215'),Decimal('0.72047'),Decimal('0.72039'),Decimal('0.72136'),Decimal('0.7208'),Decimal('0.720975'),Decimal('0.720796'),Decimal('0.72132'),Decimal('0.72081'),Decimal('0.7213'),Decimal('0.7215'),Decimal('0.72047'),Decimal('0.72039'),Decimal('0.72136'),Decimal('0.7208'),Decimal('0.720975'),Decimal('0.720796'),Decimal('0.72132'),Decimal('0.72094'),Decimal('0.7211'),Decimal('0.72141'),Decimal('0.72047'),Decimal('0.72039'),Decimal('0.72136'),Decimal('0.7208'),Decimal('0.720975'),Decimal('0.720796'),Decimal('0.72132'),Decimal('0.72111')],'raw_median':Decimal('0.720975'),'raw_stdev':Decimal('0.0003566360729171225136133563969'),'filtered_results':[Decimal('0.721'),Decimal('0.7208'),Decimal('0.720975'),Decimal('0.720796'),Decimal('0.72132'),Decimal('0.72081'),Decimal('0.7213'),Decimal('0.7208'),Decimal('0.720975'),Decimal('0.720796'),Decimal('0.72132'),Decimal('0.72094'),Decimal('0.7211'),Decimal('0.7208'),Decimal('0.720975'),Decimal('0.720796'),Decimal('0.72132'),Decimal('0.72111')],'filtered_median':Decimal('0.720975'),'filtered_mean':Decimal('0.7209962777777777777777777778')}Note on JupyterWhen running in Jupyter notebooks, be sure to usenest_asyncioimportnest_asyncioimportxrp_price_aggregatenest_asyncio.apply()agg_results=xrp_price_aggregate.as_dict(count=6,delay=3)Public Colab Example Notebook,
backup of the.ipynbas a Gist