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runpod.py
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runpod.py
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import json
import httpx
import os
# from dotenv import dotenv_values
class API(object):
def __init__(self):
# env = dotenv_values('.env')
# self.API_KEY = env['RUNPOD_API_KEY']
self.API_KEY = self.get_api_key()
def get_api_key(self):
# First, try to get the API key from the environment variables
api_key = os.getenv('RUNPOD_API_KEY')
if not api_key:
# If the API key is not in the environment variables, try to get it from the file
try:
with open('api_key.json', 'r') as f:
data = json.load(f)
api_key = data.get('RUNPOD_API_KEY')
except FileNotFoundError:
pass
return api_key
def _run_query(self, payload, auth_required=False):
url = 'https://api.runpod.io/graphql'
if auth_required:
url += f'?api_key={self.API_KEY}'
response = httpx.post(
url,
json=payload
)
return response
# https://docs.runpod.io/docs/get-gpu-types
def get_gpu_types(self):
return self._run_query({
"query": """
query GpuTypes {
gpuTypes {
maxGpuCount
id
displayName
manufacturer
memoryInGb
cudaCores
secureCloud
communityCloud
securePrice
communityPrice
lowestPrice(input: { gpuCount: 1 }) {
minimumBidPrice
}
}
}
"""
}, False)
def get_bid_price(self, gpu_id):
return self._run_query({
"query": """
query GpuTypes {{
gpuTypes(input: {{ id: "{gpu_id}" }}) {{
id
displayName
memoryInGb
secureCloud
communityCloud
lowestPrice(input: {{ gpuCount: 1 }}) {{
minimumBidPrice
uninterruptablePrice
}}
}}
}}
""".format(gpu_id=gpu_id)
}, False)
# https://docs.runpod.io/docs/get-pod#get-pod-by-id
def get_pod(self, pod_id):
return self._run_query({
"query": """
query Pod {{
pod(input: {{ podId: "{pod_id}" }}) {{
id
machineId
name
imageName
templateId
desiredStatus
costPerHr
costMultiplier
lowestBidPriceToResume
containerDiskInGb
volumeInGb
memoryInGb
vcpuCount
podType
ports
version
volumeEncrypted
volumeMountPath
runtime {{
uptimeInSeconds
ports {{
ip
isIpPublic
privatePort
publicPort
type
}}
gpus {{
id
gpuUtilPercent
memoryUtilPercent
}}
container {{
cpuPercent
memoryPercent
}}
}}
}}
}}
""".format(pod_id=pod_id)
}, True)
# https://docs.runpod.io/docs/get-pod#get-all-pods
def get_pods(self):
return self._run_query({
"query": """
query Pods {
myself {
pods {
id
machineId
name
imageName
templateId
desiredStatus
costPerHr
costMultiplier
lowestBidPriceToResume
containerDiskInGb
volumeInGb
memoryInGb
vcpuCount
podType
ports
version
volumeEncrypted
volumeMountPath
runtime {
uptimeInSeconds
ports {
ip
isIpPublic
privatePort
publicPort
type
}
gpus {
id
gpuUtilPercent
memoryUtilPercent
}
container {
cpuPercent
memoryPercent
}
}
machine {
podHostId
}
latestTelemetry {
cpuUtilization
memoryUtilization
averageGpuMetrics {
percentUtilization
temperatureCelcius
memoryUtilization
powerWatts
}
}
}
}
}
"""
}, True)
def get_myself(self):
return self._run_query({
"query": """
query myself {
myself {
id
authId
email
notifyPodsStale
notifyPodsGeneral
notifyLowBalance
creditAlertThreshold
notifyOther
currentSpendPerHr
machineQuota
referralEarned
signedTermsOfService
spendLimit
templateEarned
multiFactorEnabled
clientBalance
hostBalance
underBalance
minBalance
apiKeys {
id
permissions
createdAt
}
pubKey
information {
firstName
lastName
addressLine1
addressLine2
countryCode
companyName
companyIdentification
taxIdentification
}
serverlessDiscount {
id
userId
type
discountFactor
expirationDate
}
spendDetails {
localStoragePerHour
networkStoragePerHour
gpuComputePerHour
}
creditCodes {
id
issuerId
createdAt
redeemedAt
amount
}
referral {
code
currentMonth {
totalReferrals
totalSpend
}
}
podTemplates {
id
name
imageName
isPublic
isRunpod
isServerless
ports
runtimeInMin
startJupyter
startScript
startSsh
volumeInGb
volumeMountPath
advancedStart
containerDiskInGb
containerRegistryAuthId
dockerArgs
earned
env {
key
value
}
}
pods {
name
id
desiredStatus
costPerHr
containerDiskInGb
volumeInGb
memoryInGb
vcpuCount
runtime {
uptimeInSeconds
}
machine {
podHostId
}
}
maxServerlessConcurrency
endpoints {
gpuIds
id
idleTimeout
name
networkVolumeId
locations
scalerType
scalerValue
template {
name
imageName
}
templateId
type
userId
version
workersMax
workersMin
workersStandby
}
networkVolumes {
id
name
size
dataCenterId
}
savingsPlans {
startTime
endTime
podId
gpuTypeId
pod {
name
id
desiredStatus
costPerHr
containerDiskInGb
volumeInGb
memoryInGb
vcpuCount
}
savingsPlanType
costPerHr
upfrontCost
planLength
}
}
}
"""
}, True)
# https://docs.runpod.io/docs/start-pod#start-on-demand-pod
def start_on_demand_pod(self, pod_id):
return self._run_query({
"query": """
mutation {{
podResume(input: {{ podId: "{pod_id}", gpuCount: 1 }}) {{
id
costPerHr
desiredStatus
lastStatusChange
imageName
env
machineId
machine {{
podHostId
}}
}}
}}
""".format(pod_id=pod_id)
}, True)
# https://docs.runpod.io/docs/start-pod#start-spot-pod
def start_spot_pod(self, pod_id, bid_price):
return self._run_query({
"query": """
mutation {{
podBidResume(input: {{ podId: "{pod_id}", bidPerGpu: {bid_price} gpuCount: 1 }}) {{
id
costPerHr
desiredStatus
lastStatusChange
imageName
env
machineId
machine {{
podHostId
}}
}}
}}
""".format(pod_id=pod_id, bid_price=bid_price)
}, True)
# https://docs.runpod.io/docs/stop-pod
def stop_pod(self, pod_id):
return self._run_query({
"query": """
mutation {{
podStop(input: {{ podId: "{pod_id}" }}) {{
id
desiredStatus
}}
}}
""".format(pod_id=pod_id)
}, True)
def terminate_pod(self, pod_id):
return self._run_query({
"query": """
mutation {{
podTerminate(input: {{ podId: "{pod_id}" }})
}}
""".format(pod_id=pod_id)
}, True)
# https://docs.runpod.io/docs/create-pod
def create_on_demand_pod(self, pod_config):
return self._run_query({
"query": """
mutation {{
podFindAndDeployOnDemand(input: {{ {pod_config} }}) {{
containerDiskInGb
apiKey
costPerHr
desiredStatus
dockerArgs
dockerId
gpuCount
id
imageName
machineId
memoryInGb
name
podType
ports
templateId
uptimeSeconds
vcpuCount
version
volumeEncrypted
volumeInGb
volumeKey
volumeMountPath
runtime {{
uptimeInSeconds
ports {{
ip
isIpPublic
privatePort
publicPort
type
}}
gpus {{
id
gpuUtilPercent
memoryUtilPercent
}}
container {{
cpuPercent
memoryPercent
}}
}}
machine {{
podHostId
}}
}}
}}
""".format(pod_config=pod_config)
}, True)
# https://docs.runpod.io/docs/create-pod
def create_spot_pod(self, pod_config):
return self._run_query({
"query": """
mutation {{
podRentInterruptable(input: {{ {pod_config} }}) {{
containerDiskInGb
apiKey
costPerHr
desiredStatus
dockerArgs
dockerId
gpuCount
id
imageName
machineId
memoryInGb
name
podType
ports
templateId
uptimeSeconds
vcpuCount
version
volumeEncrypted
volumeInGb
volumeKey
volumeMountPath
runtime {{
uptimeInSeconds
ports {{
ip
isIpPublic
privatePort
publicPort
type
}}
gpus {{
id
gpuUtilPercent
memoryUtilPercent
}}
container {{
cpuPercent
memoryPercent
}}
}}
machine {{
podHostId
}}
}}
}}
""".format(pod_config=pod_config)
}, True)
def create_template(self, template):
return self._run_query({
"query": """
mutation {{
saveTemplate(input: {{ {template} }}) {{
advancedStart
containerDiskInGb
dockerArgs
env {{
key
value
}}
id
imageName
name
ports
readme
startJupyter
startScript
startSsh
volumeInGb
volumeMountPath
}}
}}
""".format(template=template)
}, True)
# https://docs.runpod.io/docs/updating-your-endpoint
def update_min_workers(self, endpoint_id, value):
return self._run_query({
"query": """
mutation {{
updateEndpointWorkersMin(input: {{ endpointId: "{endpoint_id}", workerCount: {value} }}) {{
id
templateId
workersMin
workersMax
}}
}}
""".format(endpoint_id=endpoint_id, value=value)
}, True)
# https://docs.runpod.io/docs/updating-your-endpoint
def update_max_workers(self, endpoint_id, value):
return self._run_query({
"query": """
mutation {{
updateEndpointWorkersMax(input: {{ endpointId: "{endpoint_id}", workerCount: {value} }}) {{
id
templateId
workersMin
workersMax
}}
}}
""".format(endpoint_id=endpoint_id, value=value)
}, True)
# https://docs.runpod.io/docs/updating-your-endpoint
def update_endpoint_template(self, endpoint_id, template_id):
return self._run_query({
"query": """
mutation {{
updateEndpointTemplate(input: {{ endpointId: "{endpoint_id}", templateId: "{template_id}" }}) {{
id
templateId
workersMin
workersMax
}}
}}
""".format(endpoint_id=endpoint_id, template_id=template_id)
}, True)
class Endpoints(object):
def __init__(self):
# env = dotenv_values('.env')
self.API_KEY = os.environ['RUNPOD_API_KEY']
self.headers = {
'Accept': 'application/json',
'Content-Type': 'application/json',
'Authorization': self.API_KEY
}
def get_dreambooth_health(self):
url = 'https://api.runpod.ai/v2/dream-booth-v1/health'
return httpx.get(
url,
headers=self.headers
)
# https://docs.runpod.io/reference/dreambooth-sd-v15
def train_dreambooth(self, payload):
url = 'https://api.runpod.ai/v2/dream-booth-v1/run'
return httpx.post(
url,
json=payload,
headers=self.headers
)
def cancel_dreambooth_training(self, job_id):
url = f'https://api.runpod.ai/v2/dream-booth-v1/cancel/{job_id}'
return httpx.post(url, headers=self.headers)
# https://docs.runpod.io/reference/status
def get_status(self, job_id):
url = f'https://api.runpod.ai/v2/dream-booth-v1/status/{job_id}'
return httpx.get(url, headers=self.headers)