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Add crypto, forex, and indices examples (#415)
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from polygon import RESTClient | ||
|
||
# docs | ||
# https://polygon.io/docs/crypto/get_v2_aggs_ticker__cryptoticker__range__multiplier___timespan___from___to | ||
# https://polygon-api-client.readthedocs.io/en/latest/Aggs.html#polygon.RESTClient.get_aggs | ||
|
||
# API key injected below for easy use. If not provided, the script will attempt | ||
# to use the environment variable "POLYGON_API_KEY". | ||
# | ||
# setx POLYGON_API_KEY "<your_api_key>" <- windows | ||
# export POLYGON_API_KEY="<your_api_key>" <- mac/linux | ||
# | ||
# Note: To persist the environment variable you need to add the above command | ||
# to the shell startup script (e.g. .bashrc or .bash_profile. | ||
# | ||
# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
|
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aggs = client.get_aggs( | ||
"X:BTCUSD", | ||
1, | ||
"day", | ||
"2023-01-30", | ||
"2023-02-03", | ||
) | ||
|
||
print(aggs) |
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from polygon import RESTClient | ||
|
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# docs | ||
# https://polygon.io/docs/crypto/get_v3_reference_conditions | ||
# https://polygon-api-client.readthedocs.io/en/latest/Reference.html#list-conditions | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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conditions = [] | ||
for c in client.list_conditions("crypto", limit=1000): | ||
conditions.append(c) | ||
print(conditions) |
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from polygon import RESTClient | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v1_open-close_crypto__from___to___date | ||
# https://polygon-api-client.readthedocs.io/en/latest/Aggs.html#get-daily-open-close-agg | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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# make request | ||
request = client.get_daily_open_close_agg( | ||
"X:BTCUSD", | ||
"2023-01-09", | ||
) | ||
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print(request) |
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from polygon import RESTClient | ||
from polygon.rest.models import ( | ||
Exchange, | ||
) | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v3_reference_exchanges | ||
# https://polygon-api-client.readthedocs.io/en/latest/Reference.html#get-exchanges | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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exchanges = client.get_exchanges("crypto") | ||
print(exchanges) | ||
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# loop over exchanges | ||
for exchange in exchanges: | ||
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# verify this is an exchange | ||
if isinstance(exchange, Exchange): | ||
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# print exchange info | ||
print( | ||
"{:<15}{} ({})".format( | ||
exchange.asset_class, exchange.name, exchange.operating_mic | ||
) | ||
) |
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from polygon import RESTClient | ||
import pprint | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v2_aggs_grouped_locale_global_market_crypto__date | ||
# https://polygon-api-client.readthedocs.io/en/latest/Aggs.html#get-grouped-daily-aggs | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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grouped = client.get_grouped_daily_aggs( | ||
"2023-01-09", locale="global", market_type="crypto" | ||
) | ||
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# print(grouped) | ||
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# pprint (short for "pretty-print") is a module that provides a more human- | ||
# readable output format for data structures. | ||
pp = pprint.PrettyPrinter(indent=2) | ||
pp.pprint(grouped) |
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from polygon import RESTClient | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v1_last_crypto__from___to | ||
# https://polygon-api-client.readthedocs.io/en/latest/Trades.html#get-last-crypto-trade | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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trade = client.get_last_crypto_trade("BTC", "USD") | ||
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print(trade) |
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from polygon import RESTClient | ||
from polygon.rest.models import ( | ||
MarketHoliday, | ||
) | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v1_marketstatus_upcoming | ||
# https://polygon-api-client.readthedocs.io/en/latest/Reference.html#get-market-holidays | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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holidays = client.get_market_holidays() | ||
# print(holidays) | ||
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# print date, name, and exchange | ||
for holiday in holidays: | ||
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# verify this is an exchange | ||
if isinstance(holiday, MarketHoliday): | ||
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print("{:<15}{:<15} ({})".format(holiday.date, holiday.name, holiday.exchange)) |
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from polygon import RESTClient | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v1_marketstatus_now | ||
# https://polygon-api-client.readthedocs.io/en/latest/Reference.html#get-market-status | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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result = client.get_market_status() | ||
print(result) |
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from polygon import RESTClient | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v2_aggs_ticker__cryptoticker__prev | ||
# https://polygon-api-client.readthedocs.io/en/latest/Aggs.html#get-previous-close-agg | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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aggs = client.get_previous_close_agg( | ||
"X:BTCUSD", | ||
) | ||
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print(aggs) |
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from polygon import RESTClient | ||
from polygon.rest.models import ( | ||
TickerSnapshot, | ||
Agg, | ||
) | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v2_snapshot_locale_global_markets_crypto_tickers | ||
# https://polygon-api-client.readthedocs.io/en/latest/Snapshot.html#get-all-snapshots | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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snapshot = client.get_snapshot_all("crypto") # all tickers | ||
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# print raw values | ||
print(snapshot) | ||
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# crunch some numbers | ||
for item in snapshot: | ||
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# verify this is an TickerSnapshot | ||
if isinstance(item, TickerSnapshot): | ||
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# verify this is an Agg | ||
if isinstance(item.prev_day, Agg): | ||
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# verify this is a float | ||
if isinstance(item.prev_day.open, float) and isinstance( | ||
item.prev_day.close, float | ||
): | ||
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percent_change = ( | ||
(item.prev_day.close - item.prev_day.open) | ||
/ item.prev_day.open | ||
* 100 | ||
) | ||
print( | ||
"{:<15}{:<15}{:<15}{:.2f} %".format( | ||
item.ticker, | ||
item.prev_day.open, | ||
item.prev_day.close, | ||
percent_change, | ||
) | ||
) |
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from polygon import RESTClient | ||
from polygon.rest.models import ( | ||
TickerSnapshot, | ||
) | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v2_snapshot_locale_global_markets_crypto__direction | ||
# https://polygon-api-client.readthedocs.io/en/latest/Snapshot.html#get-gainers-losers-snapshot | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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# get gainers | ||
gainers = client.get_snapshot_direction("crypto", "gainers") | ||
# print(gainers) | ||
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# print ticker with % change | ||
for gainer in gainers: | ||
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# verify this is a TickerSnapshot | ||
if isinstance(gainer, TickerSnapshot): | ||
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# verify this is a float | ||
if isinstance(gainer.todays_change_percent, float): | ||
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print("{:<15}{:.2f} %".format(gainer.ticker, gainer.todays_change_percent)) | ||
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print() | ||
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# get losers | ||
losers = client.get_snapshot_direction("crypto", "losers") | ||
# print(losers) | ||
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# print ticker with % change | ||
for loser in losers: | ||
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# verify this is a TickerSnapshot | ||
if isinstance(loser, TickerSnapshot): | ||
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# verify this is a float | ||
if isinstance(loser.todays_change_percent, float): | ||
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print("{:<15}{:.2f} %".format(loser.ticker, loser.todays_change_percent)) |
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from polygon import RESTClient | ||
|
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# docs | ||
# https://polygon.io/docs/crypto/get_v2_snapshot_locale_global_markets_crypto_tickers__ticker | ||
# https://polygon-api-client.readthedocs.io/en/latest/Snapshot.html#get-ticker-snapshot | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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ticker = client.get_snapshot_ticker("crypto", "X:BTCUSD") | ||
print(ticker) |
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from polygon import RESTClient | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v2_snapshot_locale_global_markets_crypto_tickers__ticker__book | ||
# https://polygon-api-client.readthedocs.io/en/latest/Snapshot.html#get-crypto-l2-book-snapshot | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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snapshot = client.get_snapshot_crypto_book("X:BTCUSD") | ||
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# print raw values | ||
print(snapshot) |
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from polygon import RESTClient | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v1_indicators_ema__cryptoticker | ||
# https://github.com/polygon-io/client-python/blob/master/polygon/rest/indicators.py | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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ema = client.get_ema("X:BTCUSD") | ||
print(ema) |
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from polygon import RESTClient | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v1_indicators_macd__cryptoticker | ||
# https://github.com/polygon-io/client-python/blob/master/polygon/rest/indicators.py | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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macd = client.get_macd("X:BTCUSD") | ||
print(macd) |
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from polygon import RESTClient | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v1_indicators_rsi__cryptoticker | ||
# https://github.com/polygon-io/client-python/blob/master/polygon/rest/indicators.py | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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rsi = client.get_rsi("X:BTCUSD") | ||
print(rsi) |
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from polygon import RESTClient | ||
|
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# docs | ||
# https://polygon.io/docs/crypto/get_v1_indicators_sma__cryptoticker | ||
# https://github.com/polygon-io/client-python/blob/master/polygon/rest/indicators.py | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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sma = client.get_sma("X:BTCUSD") | ||
print(sma) |
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from polygon import RESTClient | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v3_reference_tickers | ||
# https://polygon-api-client.readthedocs.io/en/latest/Reference.html#list-tickers | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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tickers = [] | ||
for t in client.list_tickers(market="crypto", limit=1000): | ||
tickers.append(t) | ||
print(tickers) |
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from polygon import RESTClient | ||
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# docs | ||
# https://polygon.io/docs/crypto/get_v3_trades__cryptoticker | ||
# https://polygon-api-client.readthedocs.io/en/latest/Trades.html#polygon.RESTClient.list_trades | ||
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# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
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trades = [] | ||
for t in client.list_trades("X:BTC-USD", "2023-02-01", limit=50000): | ||
trades.append(t) | ||
|
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# prints each trade that took place | ||
print(trades) |
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from polygon import RESTClient | ||
|
||
# docs | ||
# https://polygon.io/docs/forex/get_v2_aggs_ticker__forexticker__range__multiplier___timespan___from___to | ||
# https://polygon-api-client.readthedocs.io/en/latest/Aggs.html#polygon.RESTClient.get_aggs | ||
|
||
# API key injected below for easy use. If not provided, the script will attempt | ||
# to use the environment variable "POLYGON_API_KEY". | ||
# | ||
# setx POLYGON_API_KEY "<your_api_key>" <- windows | ||
# export POLYGON_API_KEY="<your_api_key>" <- mac/linux | ||
# | ||
# Note: To persist the environment variable you need to add the above command | ||
# to the shell startup script (e.g. .bashrc or .bash_profile. | ||
# | ||
# client = RESTClient("XXXXXX") # hardcoded api_key is used | ||
client = RESTClient() # POLYGON_API_KEY environment variable is used | ||
|
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aggs = client.get_aggs( | ||
"C:EURUSD", | ||
1, | ||
"day", | ||
"2023-01-30", | ||
"2023-02-03", | ||
) | ||
|
||
print(aggs) |
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