Usuku 0
Fakaza ukufikelela
Yenza ikiyi, ugqibe ucebo olunye oluvumelekiweyo, kwaye ugcine impendulo yokuqala kunye ne-metadata yayo.
Vula inyathelo →igayidi ye-workflow ye-API
Ufuna ukwakha ntoni?
Khetha iphumela elisondelele emsebenzini wakho. Indlela nganye ikunika isicelo esinye esisebenzayo, oko kufuneka kube kukho kwimpendulo, indlela yokuhlola ukuba isebenze, kunye nesinyathelo esilandelayo esiwusiseko.
Iindlela ezintlanu ezisebenzayo
Qala ngomphumo, hayi ngoluvo lwe-endpoint.
Selected: Measure surprises
Indlela 1
Fumana i-macro data
Fumana i-time series ecocekileyo kwaye ugcine i-metadata yomthombo kunye neyemigaba ecaleni kwayo.
i-Path 2
Cwangca imisebenzi yokukhutshwa
Sebenzisa ikhalenda yokukhutshwa ukuze uchube imisebenzi eqondisiweyo ngamaxesha okushicilela aziwayo.
Indlela 3
Linganisa i-surprises
Dibanisa i-forecasts zangaphambi kokukhutshwa kwixabiso elishicilelweyo ngaphandle kokuzisa i-lookahead bias.
Indlela 4
Fumana i-updates eziphilayo
Sebenzisa i-SSE njengesinyathelo sokungasebenzi, emva koko uthathe irekhodi epheleleyo ku-REST.
Indlela 5
Yaka i-macro model
Tshintsha iqela elincinci lezixhobo ezihambelanayo libe yi-currency scorecard emakishwe ngomthombo.
Uvavanyo lwakho lwe-API lweentsuku ze-14
Yila ukusuka kwisicelo sokuqala ukuya emsebenzini ofanele ukugcinwa.
Injongo ayikokutyelela iphepha lomboniso lomphumelo ngalinye. Kukugqibezela umsebenzi we-API oncedayo ongenileyo, ubuye ngelinye ilanga, kwaye uhambe ne-dataset okanye i-application workflow ephindaphindwayo.
Iintsuku 1-2
Yenza i-request ithembeke
Sombulula iingxaki zokungena okanye ze-filter kwaye ujike i-script yokuqala ibe yigobu eliphindaphindwayo elinegama.
Vula inyathelo →Iintsuku 3-4
Yongeza ixesha lokuveliswa
Sebenzisa i-calendar njengosixhobo sesibini sokufumana iinkcukacha kwaye ucwangcise ukusebenza kuka-API okulandelayo okulungekileyo.
Vula inyathelo →Iintsuku 5-7
Yaka i-output yophando
Yongeza izilindelo okanye iqela elincinci le-macro series, emva koko ukhethe ukuthelekisa okugcinwe, itheyibhile, okanye i-scorecard.
Vula inyathelo →Iintsuku 8-10
Yenza ukuhlaziywa kuzenzekele
Khetha i-REST, SSE, okanye ii-webhooks ezilungiselelwe, kwaye ugqibe enye i-run ephumeleleyo ye-API ngomhla owahlukileyo.
Vula inyathelo →Iintsuku 11-13
Lukhuta i-client
Yongeza i-timeouts, i-retries ezimiselwe, uvalidasyon wempendulo, i-logging ekhuselekileyo ye-credential, kunye nokujongwa kwedatha endala.
Vula inyathelo →Usuku lwe-14
Hlola ubungqina
Qinisekisa ukuba i-API inika umsebenzi ophindaphindwayo oza kugcinwa liqela lakho, emva koko ukhethe i-dataset elandelayo okanye i-application workflow.
Vula inyathelo →Expectations workflow
Compare forecasts with actual releases
Use predictions before the event, preserve the forecast timestamp, then join the released observation by announcement identity for a repeatable surprise series.
Umzekelo osebenzayo
Gcina i-key yakho ku FXMD_API_KEY; ungaze uyifake kwi-source control.
import os
import requests
params = {
"api_key": os.environ["FXMD_API_KEY"],
"pre_release_only": "true",
"limit": 5,
}
response = requests.get(
"https://api.fxmacrodata.com/v1/predictions/eur/inflation",
params=params,
timeout=20,
)
response.raise_for_status()
print(response.json()["data"][0])Isiphumo esilindelekileyo: Recent EUR inflation release groups with source-labelled forecasts that were recorded before each announcement.
Xa iscript yokuqala isiba sisitemu yokwenene
Ukuqulunqulwa kweengxaki kunye nendlela ye-production
Seba le mikhokelo xa iphendulo lisile, linika idatha engakho, okanye lifuna i-production controls ezifana ne-caching, i-timeouts, i-retries, kunye ne-event delivery.
| Umkhomeko | Yisebenzise xa | Qala |
|---|---|---|
| Hlalutya iphendulo esilele okanye elingenanto | Yahlula iingxaki zokungena, ufikelelo, indlela, i-rate-limit, kunye nokufumaneka kwedatha ngaphandle kokuveza i-key yakho. | Vula i-guide → |
| Yenza i-API client ibe kulungele i-production | Yongeza i-timeouts, i-retries ezimiselwe, i-caching, izicelo ezineziqikelelo, kunye nefomula yokuhanjiswa efanelekileyo. | Vula i-guide → |