Exiled-Exchange-2/dataParser/data/fetchImages.ipynb

In [15]:

from rateLimiter import RateLimiter, set_log_level
import cloudscraper
from tqdm import tqdm
import logging
import timeit
import copy

In [16]:

set_log_level(logging.DEBUG)

2025-03-16 12:56:17,838 - rateLimiter - INFO - Log level set to: 10

In [17]:

items = [
    {"name": "Wrapped Greathelm", "refName": "Wrapped Greathelm", "namespace": "ITEM", "icon": "%NOT_FOUND%", "craftable": {"category": "Helmet"}, "armour": {"ar": [79, 79]}, "w": 2, "h": 2},
{"name": "Wrapped Quarterstaff", "refName": "Wrapped Quarterstaff", "namespace": "ITEM", "icon": "%NOT_FOUND%", "craftable": {"category": "Warstaff"}, "w": 2, "h": 4},
{"name": "Wrapped Sandals", "refName": "Wrapped Sandals", "namespace": "ITEM", "icon": "%NOT_FOUND%", "craftable": {"category": "Boots"}, "armour": {"es": [22, 22]}, "w": 2, "h": 2},
{"name": "Astramentis", "refName": "Astramentis", "namespace": "UNIQUE", "unique": {"base": "Stellar Amulet"}, "icon": "https://web.poecdn.com/gen/image/WzI1LDE0LHsiZiI6IjJESXRlbXMvQW11bGV0cy9BbXVsZXQzNiIsInciOjEsImgiOjEsInNjYWxlIjoxfV0/95da0d04a4/Amulet36.png"},
{"name": "Xoph's Breachstone", "refName": "Xoph's Breachstone", "namespace": "ITEM", "icon": "https://web.poecdn.com/gen/image/WzI1LDE0LHsiZiI6IjJESXRlbXMvQ3VycmVuY3kvQnJlYWNoL0JyZWFjaEZyYWdtZW50c0ZpcmUiLCJzY2FsZSI6MX1d/2fc9d593d6/BreachFragmentsFire.png", "craftable": {"category": "Breachstone"}, "w": 1, "h": 1},
{"name": "Flash Grenade", "refName": "Flash Grenade", "namespace": "GEM", "icon": "%NOT_FOUND%", "craftable": {"category": "Active Skill Gem"}, "w": 1, "h": 1, "gem": {"awakened": False, "transfigured": False}},
]

In [18]:

UNIQUE_FILTER = {"type_filters": {"filters": {"rarity": {"option": "unique"}}}}
NONUNIQUE_FILTER = {"type_filters": {"filters": {"rarity": {"option": "nonunique"}}}}
BASE_PAYLOAD = {
    "query": {
        "status": {"option": "any"},
        "stats": [{"type": "and", "filters": []}],
    },
    "sort": {"price": "asc"},
}

In [19]:

url = "https://www.pathofexile.com/api/trade2/search/Standard"

payload = {
    "query": {
        "status": { "option": "online" },
        "type": "Heavy Belt",
        "stats": [
            {
                "type": "and",
                "filters": []
            }
        ]
    },
    "sort": { "price": "asc" }
}
headers = {"content-type": "application/json"}
session = RateLimiter(debug=True)

In [20]:

p = copy.deepcopy(BASE_PAYLOAD)
p["query"]["type"] = "Heavy Belt"


session.post(
    url,
    payload=p,
    headers=headers
)

Out [20]:

2025-03-16 12:56:19,195 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): www.pathofexile.com:443
2025-03-16 12:56:19,471 - urllib3.connectionpool - DEBUG - https://www.pathofexile.com:443 "POST /api/trade2/search/Standard HTTP/11" 200 None
2025-03-16 12:56:19,472 - rateLimiter - DEBUG - Waiting for 28.0 | RateLimiter<max=30:window=300:penalty=1800>, RateLimiter<max=2:window=300:penalty=0>

< POST /api/trade2/search/Standard HTTP/1.1
< Host: www.pathofexile.com
< User-Agent: Mozilla/5.0 (iPhone; CPU iPhone OS 11_0 like Mac OS X) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/56.0.4636.164 Mobile Safari/537.36
< Accept: text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8
< Accept-Language: en-US,en;q=0.9
< Accept-Encoding: gzip, deflate
< content-type: application/json
< Content-Length: 131
< 
< {"query": {"status": {"option": "any"}, "stats": [{"type": "and", "filters": []}], "type": "Heavy Belt"}, "sort": {"price": "asc"}}

> HTTP/1.1 200 OK
> Date: Sun, 16 Mar 2025 17:56:35 GMT
> Content-Type: application/json
> Transfer-Encoding: chunked
> Connection: keep-alive
> Set-Cookie: POESESSID=a14b454a3ba88b8619c483a6c42f4c43; path=/; domain=.pathofexile.com; secure; HttpOnly; SameSite=Lax
> Access-Control-Expose-Headers: X-Rate-Limit-Policy, X-Rate-Limit-Rules, X-Rate-Limit-Ip, X-Rate-Limit-Ip-State
> X-Rate-Limit-Policy: trade-search-request-limit
> X-Rate-Limit-Rules: Ip
> X-Rate-Limit-Ip: 5:10:60,15:60:300,30:300:1800
> X-Rate-Limit-Ip-State: 1:10:0,1:60:0,2:300:0
> X-Frame-Options: SAMEORIGIN
> Strict-Transport-Security: max-age=63115200; includeSubDomains; preload
> Content-Encoding: gzip
> cf-cache-status: DYNAMIC
> vary: accept-encoding
> Server: cloudflare
> CF-RAY: 921620c6ec5f4dee-MCI
> 
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2025-03-16 12:56:47,473 - rateLimiter - DEBUG - Current rate limits: defaultdict(None, {'trade-search-request-limit': {'policy': 'trade-search-request-limit', 'rules': 'Ip', 'limit': '5:10:60,15:60:300,30:300:1800', 'state': '1:10:0,1:60:0,2:300:0', 'rate_limits': [(RateLimiter<max=30:window=300:penalty=1800>, RateLimiter<max=2:window=300:penalty=0>), (RateLimiter<max=15:window=60:penalty=300>, RateLimiter<max=1:window=60:penalty=0>), (RateLimiter<max=5:window=10:penalty=60>, RateLimiter<max=1:window=10:penalty=0>)], 'last_update': datetime.datetime(2025, 3, 16, 12, 56, 19, 472912), 'prev_state': None, 'prev_rate_limits': None}})

<Response [200]>

In [23]:

res = session.session.post(
        url,
        json=payload,
        headers=headers
    )
print(res.status_code)
print(res.text)
print(res.headers)

2025-03-13 21:06:23,872 - urllib3.connectionpool - DEBUG - Resetting dropped connection: www.pathofexile.com
2025-03-13 21:06:24,063 - urllib3.connectionpool - DEBUG - http://www.pathofexile.com:80 "POST /api/trade2/search/Standard HTTP/11" 200 None

200
{"id":"aDaM4V3ue","complexity":5,"result":["fa0665087835d53ea92d73e5684fb19056b31f6a9e6dce6c74b44de289946bd5","a81b2e3ff26541be20bf2affa42077bc82c7c75426efebcf4a84d2b7bf1dd43b","943313b1a5345a82e4bbe0e4dbe3ca90e1d140c87a682d632ef5b2d74a031114","76845362ff73808298f7a1aa53a318d1fcbb8de93d386d5733b4876399e8ca47","fe013e1f4edabe371fc2c71162dfb6c850fcdcad27f334d1cd5a4fdc17d1500a","e610aa90e9b075ff59c14dc3a89a569375d0dc701254e66e42f85b089526e105","0b642c7894480411cd0f976f7898c0706789c01ebbf12dc18b3b600a9e523f9b","4dd58b9011548c04979c6e4ae7a13c5d453d7159acc82a0aded315d5f3f181f6","cc67b5a8d36b47369527666c89a140f8c9b19eaeb535480bcf55fb3a9633d5e0","96915e45f2f015366879bed35ee656ff83336afcfe8d591cb6cf00d38814c495","7476153e864807b4ad4402c61b6719e5d955062ff2393c7623f77bc5e26a8f07","d708a0520ad799ed057578483220b72f705d09dd5a083b626d47f2a903f0ec32","1f90566df8f2cc8314b182286b4566da959e496441ffcf707104aeaf52887f98","17ada987bcca7748b1f364e96dab3b5f9d3a8403032bc9b77379870ecd7453a5","7be5473d401b4c9319ee171f9aebcbfdcf3cbe75159aef04b9aeb022329b6654","99fb5e07f90ec766299e0960a35afbb228d04854e7fd2258b2fd50dc8f20b9ed","06cd27a5ef847e234a1e38c60bb5b2f50f5bc598b18b460a2837cf5e0c0b39aa","bdce31eca9f7dfef431946c0c3dda44720ea57a5c28dcf8667a704217ad1bc17","c9f865a995e42c6f053494ca83d7d7a5321c6025efb4783c689ffedcfaad92ad","f7cb0a9e5fdecb5e1b10a6a53ec8bb6d887c77385cc3b8a9c175354c9c1a150d","49cef220c06df33de17e8480dfa0ed49f5094924747f99cee47050f1863104a8","47f31ee1bbd3b4f8a15e2afd10631ac877ea5f0e6d97bc7896b1c7b19cf0d47f","1c5e1af9366b1004501f3c800850ba2306c7511f3537dcda20210f2bf1585d9e","cf133494ac8d59dd9433c0eace032f7cf82b4448556bce3c9e72a4258a0a172a","1673d4008f5ce8d8964b1c5231b85789e63fa6feefed4ab87e74e7ca5a1a8f84","5d2f8177eef4efa9e4f132b2c90acdf5df1936e54a30ff45c9652dfc2a8e3a7b","d06f85d446096d06cc2f39f026c3b3e464c0aac83282a17e6f1d2532818dc0d9","da8fbe249526a8a42faa58630da09f192de3c63aa4236411278aaccffeb5bfec","b99182bebc07e99182183e8c0afb73a9989db2dc7d035cdd3aad4d65ac382e00","84148fb39f75ebbbe1dd43d7132ccc0ff2bd70985e2fe1bd4bc13c4a91184cfe","710b0544c8345a9d9ef179119a126bf769e28e23a702a1951f78ce8f00a8828a","86934641e28f018356e64a5e7e1472a962a0d5b807c4e61ef9844c5626cf3867","bbcf25e860a451396b0eeaf1a689c8c400ee5a8372912e7f6d307da77e334350","7b44541b4479bb425b4a4bed9d50929bd716c2c6c01b24b8b6537a7fb99b9aed","66edc152ebaf76187675c447414a35fd36a48dc72f48bb1a1974b8098e55aa8d","37d9cdf92d274d5d48f793d1c50cd0c9dc8d086ea185005d317ad23a11b83999","c69cb3528f46d2a8fd62def892ba9b17061772fc5b71e76d9451ddc93299a176","b1690ac348ead41be979cfd2894c4b35c5e43684ebb297e127c9287128660bf5","59e38b89f5e43e1e5a4e9a940fdcd3ce708375f7352c973c3d58d8749b9eb024","c4468e7c5383492b8146c5e472ed316d6e1daff7e320a1757d96f4de7203ec0c","2518528659007fe220c0ec5aa9f710d70d9328771a887ff52179c857ad445f3d","0d0a366db8563801f61c9e3bacefdfa477b96cae65e8d926d5d6053e9f127d32","36fe75209f252e1bb4b46e0fced01cec4b1de4fe63195659cc3b4bc01dc4d13b","5e6c1537623eca13b907469bd1a1e58cabe2b80d3f7ebd43ebd40cbd9e9cd869","44162dba98620c23332a91de91534cda398dd8b5fdc44f461075337ecd78c674","bc43da4157ccc6ebb02deee595e688d4c89efac79d393e05a60032b4c43c8c76","878d7c7db3095f61402e610bff676f9da8b651b52b97c9d55bc35e1ccefc4cf8","839b2bf64c33762bcc741f092c644944f3aa83c637fdcc1b6c9c05c822e708c8","e3bc68a6dabc4a820a09bb2bc8dbbb4ac9bf22304090c301b329b9161bd51811","760aac8c8e6b8d711169f7b63cec7c53b87db6d6e8ce3de4a171dfc3948fdb08","fb04081a8ca3777eba57a666428280f02e4888ac9064257fbf9dfbbd92a7fd8d","6e2fc60d5347131ae46dbfabe69e5026b6f183145059043bc3929a47cbd33921","371d733a86b8caa1af9212a875d6592d3dc553d250e5753e24a303a8ff46cf28","ba0e4d4172271cedec33cd471eb38131f90508c55e9e9e5b04bfd578eda2cbd1","0ee5859f6290c048a65fddd7e558621d076d667d4a574e49879ede0a5056757e","cae604ed8c692f6cab6ca574841bef60722de336e1fcaf9feff7a17bf19353f8","d0e5e33eb8dcd36848809aab3bdeaf0811c26c8daacb0c060b2976ec2287dde0","9fe6715f6f321bea3da84685dcaaa9f44a3e92d3d1fae95da751d3deece46e51","41e0ec018d4eb898c30449dbc9a300fdbc9d5779f2c03e848f1d1beffb63fc8c","7f71f54a49cd55f3772844835b5bcc5ed2465d458c01469083c8a47fa24994f3","cdf50cf825379d768f4a1dff9c4eef6b7d54c2ad2fd2b010f8b0b7de12e31498","fd2c93d0f187ea134b3e791ec701e83a00330b5fe519a091e08648da1896006d","5dac24815890cea584bb7fe1d88c9444763f517cbaab2045612f00ab054410f0","8ba990c5fd04680433409a964b824441b2e2f27559617709426e7ce0f43e13ed","9e39832cd50cc19423cd9e897a2b89d0d3906620b9d2ca6453ea69773163354b","7a0ed9168fcae933cf9ddd83bef28d6f83eea1a704e822701bdbb83dea89cfc0","6887fbd99e3759382842b95e1a990f13032ed6915c759cf7b86a1b9339d540ab","73854e750cd2e24864caa125b46b9cddc58ca7059b289abe53cace31db674223","0e7ba9b6aa1e6653a8667c0b65111fed89a5eac6a48c41c3302e1445c045b17d","a15c09ba2b01ebf29cd1d5e42510e2b8dd27487042d40b7d7ea995dc7285889b","d9a09c9bde2303cd99c5795479ac606baeeeb0e56b872d40691c1a2b5c124fd7","ddc1fc18310285e78ff40c5c18620cd111c2e3c82b77e33232703836782b3785","a44b1f8d0a11dd1b3a911b15b975af1745ba19f39f50e4ccaaa39e972cef0745","edc7d06e5566c5cd191213893d12c4dff6c34126e8187b9a37a0db26e3732b50"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{'Date': 'Fri, 14 Mar 2025 02:06:17 GMT', 'Content-Type': 'application/json', 'Transfer-Encoding': 'chunked', 'Connection': 'keep-alive', 'Access-Control-Expose-Headers': 'X-Rate-Limit-Policy, X-Rate-Limit-Rules, X-Rate-Limit-Ip, X-Rate-Limit-Ip-State', 'X-Rate-Limit-Policy': 'trade-search-request-limit', 'X-Rate-Limit-Rules': 'Ip', 'X-Rate-Limit-Ip': '5:10:60,15:60:300,30:300:1800', 'X-Rate-Limit-Ip-State': '1:10:0,1:60:0,1:300:0', 'X-Frame-Options': 'SAMEORIGIN', 'Strict-Transport-Security': 'max-age=63115200; includeSubDomains; preload', 'Content-Encoding': 'gzip', 'cf-cache-status': 'DYNAMIC', 'vary': 'accept-encoding', 'Server': 'cloudflare', 'CF-RAY': '92003600de6f4e0a-MCI'}

In [7]:

session.get("https://www.pathofexile.com/api/trade2/fetch/483859b4f505b50dbaefdb3d12b1e2295a024d4e0e78d2131fbc39c40a577da5")

Out [7]:

2025-03-16 12:29:13,522 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): www.pathofexile.com:443
2025-03-16 12:29:13,637 - urllib3.connectionpool - DEBUG - https://www.pathofexile.com:443 "GET /api/trade2/fetch/483859b4f505b50dbaefdb3d12b1e2295a024d4e0e78d2131fbc39c40a577da5 HTTP/11" 200 None
2025-03-16 12:29:13,639 - rateLimiter - DEBUG - Waiting for 2.0999999999999996 | RateLimiter<max=16:window=12:penalty=300>, RateLimiter<max=1:window=12:penalty=0>

< GET /api/trade2/fetch/483859b4f505b50dbaefdb3d12b1e2295a024d4e0e78d2131fbc39c40a577da5 HTTP/1.1
< Host: www.pathofexile.com
< User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.146 Safari/537.36 FirePHP/4Chrome
< Accept: text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8
< Accept-Language: en-US,en;q=0.9
< Accept-Encoding: gzip, deflate
< 

> HTTP/1.1 200 OK
> Date: Sun, 16 Mar 2025 17:29:29 GMT
> Content-Type: application/json
> Transfer-Encoding: chunked
> Connection: keep-alive
> Set-Cookie: POESESSID=024ce9f81404eef700392d0ca651bcb2; path=/; domain=.pathofexile.com; secure; HttpOnly; SameSite=Lax
> Access-Control-Expose-Headers: X-Rate-Limit-Policy, X-Rate-Limit-Rules, X-Rate-Limit-Ip, X-Rate-Limit-Ip-State
> X-Rate-Limit-Policy: trade-fetch-request-limit
> X-Rate-Limit-Rules: Ip
> X-Rate-Limit-Ip: 12:4:10,16:12:300
> X-Rate-Limit-Ip-State: 1:4:0,1:12:0
> X-Frame-Options: SAMEORIGIN
> Strict-Transport-Security: max-age=63115200; includeSubDomains; preload
> Content-Encoding: gzip
> cf-cache-status: DYNAMIC
> vary: accept-encoding
> Server: cloudflare
> CF-RAY: 9215f9168b7cd30a-MCI
> 
{"result":[{"id":"483859b4f505b50dbaefdb3d12b1e2295a024d4e0e78d2131fbc39c40a577da5","listing":{"method":"psapi","indexed":"2025-03-09T23:34:57Z","stash":{"name":"Comércio","x":0,"y":10},"whisper":"@ThiRP_Monk Hi, I would like to buy your Corpse Locket Heavy Belt listed for 1 transmute in Standard (stash tab \"Comércio\"; position: left 1, top 11)","account":{"name":"ThiagoRP#6830","online":{"league":"Standard"},"lastCharacterName":"ThiRP_Monk","language":"en_US","realm":"poe2"},"price":{"type":"~price","amount":1,"currency":"transmute"}},"item":{"realm":"poe2","verified":true,"w":2,"h":1,"icon":"https://web.poecdn.com/gen/image/WzI1LDE0LHsiZiI6IjJESXRlbXMvQmVsdHMvQmFzZXR5cGVzL0JlbHQwOSIsInciOjIsImgiOjEsInNjYWxlIjoxLCJyZWFsbSI6InBvZTIifV0/3299e86495/Belt09.png","league":"Standard","id":"483859b4f505b50dbaefdb3d12b1e2295a024d4e0e78d2131fbc39c40a577da5","name":"Corpse Locket","typeLine":"Heavy Belt","baseType":"Heavy Belt","rarity":"Rare","ilvl":61,"identified":true,"note":"~price 1 transmute","properties":[{"name":"Belt","values":[],"displayMode":0},{"name":"Charm Slots","values":[["1",0]],"displayMode":0}],"requirements":[{"name":"Level","values":[["50",0]],"displayMode":0,"type":62}],"implicitMods":["22% increased [StunThreshold|Stun Threshold]"],"explicitMods":["+15 to maximum Mana","11% reduced [Flask|Flask] Charges used","+111 to [StunThreshold|Stun Threshold]","14% increased [Flask|Flask] Charges gained"],"frameType":2,"extended":{"mods":{"explicit":[{"name":"of Restocking","tier":"S2","level":16,"magnitudes":[{"hash":"explicit.stat_1836676211","min":"11","max":"16"}]},{"name":"Cobalt","tier":"P2","level":6,"magnitudes":[{"hash":"explicit.stat_1050105434","min":"15","max":"24"}]},{"name":"of Imbibing","tier":"S2","level":18,"magnitudes":[{"hash":"explicit.stat_644456512","min":"13","max":"11"}]},{"name":"of Granite Skin","tier":"S6","level":36,"magnitudes":[{"hash":"explicit.stat_915769802","min":"98","max":"124"}]}],"implicit":[{"name":"","tier":"","level":63,"magnitudes":[{"hash":"implicit.stat_680068163","min":"20","max":"30"}]}]},"hashes":{"explicit":[["explicit.stat_1050105434",[1]],["explicit.stat_644456512",[2]],["explicit.stat_915769802",[3]],["explicit.stat_1836676211",[0]]],"implicit":[["implicit.stat_680068163",[0]]]}}}}]}

2025-03-16 12:29:15,740 - rateLimiter - DEBUG - Current rate limits: defaultdict(None, {'trade-search-request-limit': {'policy': 'trade-search-request-limit', 'rules': 'Ip', 'limit': '5:10:60,15:60:300,30:300:1800', 'state': '1:10:0,1:60:0,1:300:0', 'rate_limits': [(RateLimiter<max=30:window=300:penalty=1800>, RateLimiter<max=1:window=300:penalty=0>), (RateLimiter<max=15:window=60:penalty=300>, RateLimiter<max=1:window=60:penalty=0>), (RateLimiter<max=5:window=10:penalty=60>, RateLimiter<max=1:window=10:penalty=0>)], 'last_update': datetime.datetime(2025, 3, 16, 12, 28, 28, 250926), 'prev_state': None, 'prev_rate_limits': None}, 'trade-fetch-request-limit': {'policy': 'trade-fetch-request-limit', 'rules': 'Ip', 'limit': '12:4:10,16:12:300', 'state': '1:4:0,1:12:0', 'rate_limits': [(RateLimiter<max=16:window=12:penalty=300>, RateLimiter<max=1:window=12:penalty=0>), (RateLimiter<max=12:window=4:penalty=10>, RateLimiter<max=1:window=4:penalty=0>)], 'last_update': datetime.datetime(2025, 3, 16, 12, 29, 13, 639136), 'prev_state': None, 'prev_rate_limits': None}})

<Response [200]>

In [ ]: