Multithreading speedup

Before

$> ./slcli -v hw detail 1907356
Calling: SoftLayer_Hardware_Server::getObject(id=1907356, mask='id,globalIdentifier,fullyQualifiedDomainName,hostname,domain,provisionDate,hardwareStatus,bareMetalInstanceFlag,processorPhysicalCoreAmount,memoryCapacity,notes,privateNetworkOnlyFlag,primaryBackendIpAddress,primaryIpAddress,networkManagementIpAddress,userData,activeComponents[id,hardwareComponentModel[hardwareGenericComponentModel[id,hardwareComponentType[keyName]]]],datacenter,networkComponents[id, status, speed, maxSpeed, name, ipmiMacAddress, ipmiIpAddress, macAddress, primaryIpAddress, port, primarySubnet[id, netmask, broadcastAddress, networkIdentifier, gateway]],hardwareChassis[id,name],activeTransaction[id, transactionStatus[friendlyName,name]],operatingSystem[ softwareLicense[softwareDescription[manufacturer, name, version, referenceCode]], passwords[username,password]],softwareComponents[ softwareLicense[softwareDescription[manufacturer, name, version, referenceCode]], passwords[id,username,password]],billingItem[id,nextInvoiceTotalRecurringAmount,nextInvoiceChildren[nextInvoiceTotalRecurringAmount],orderItem.order.userRecord[username]],lastTransaction[transactionGroup],hourlyBillingFlag,tagReferences[id,tag[name,id]],networkVlans[id,vlanNumber,networkSpace, fullyQualifiedName,primarySubnets[ipAddresses]],monitoringServiceComponent,networkMonitors[queryType,lastResult,responseAction],remoteManagementAccounts[username,password]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getHardDrives(id=1907356, mask='', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Network_Component::getUplinkComponent(id=14278876, mask='mask[id,networkVlanTrunks[networkVlan[networkSpace]]]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Network_Component::getUplinkComponent(id=13765658, mask='mask[id,networkVlanTrunks[networkVlan[networkSpace]]]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getBandwidthAllotmentDetail(id=1907356, mask='mask[allocation[amount]]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getBillingCycleBandwidthUsage(id=1907356, mask='mask[amountIn,amountOut,type]', filter='None', args=(), limit=None, offset=None)
┌──────────────────┬──────────────────────────────────────────────────────────────────────────────────┐
│       name       │                                      value                                       │
├──────────────────┼──────────────────────────────────────────────────────────────────────────────────┤
│  execution_time  │                                    6.593862s                                     │
│    api_calls     │ ┌──────────────────────────────────────────────────────────────────────┐         │
│                  │ │ API Calls                                                            │         │
│                  │ ├──────────────────────────────────────────────────────────────────────┤         │
│                  │ │ SoftLayer_Hardware_Server::getObject (5.120206s)                     │         │
│                  │ │ SoftLayer_Hardware_Server::getHardDrives (0.276799s)                 │         │
│                  │ │ SoftLayer_Network_Component::getUplinkComponent (0.288409s)          │         │
│                  │ │ SoftLayer_Network_Component::getUplinkComponent (0.288275s)          │         │
│                  │ │ SoftLayer_Hardware_Server::getBandwidthAllotmentDetail (0.295764s)   │         │
│                  │ │ SoftLayer_Hardware_Server::getBillingCycleBandwidthUsage (0.289722s) │         │
│                  │ └──────────────────────────────────────────────────────────────────────┘         │
│     version      │                             softlayer-python/v6.1.9                              │
│  python_version  │ 3.11.2 (tags/v3.11.2:878ead1, Feb  7 2023, 16:38:35) [MSC v.1934 64 bit (AMD64)] │
│ library_location │                  C:\Users\allmi\Code\softlayer-python\SoftLayer                  │
└──────────────────┴──────────────────────────────────────────────────────────────────────────────────┘

After

Overall about 3s faster. Total API call time is ~5.5s (adding all the times up) but the script finishes in 3.2s

$> ./slcli -v hw detail 1907356
Calling: SoftLayer_Hardware_Server::getObject(id=1907356, mask='id, globalIdentifier, fullyQualifiedDomainName, hostname, domain,provisionDate, hardwareStatus, bareMetalInstanceFlag, processorPhysicalCoreAmount,memoryCapacity, notes, privateNetworkOnlyFlag, primaryBackendIpAddress,primaryIpAddress, networkManagementIpAddress, userData, datacenter, hourlyBillingFlag,lastTransaction[transactionGroup], hardwareChassis[id,name]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getNetworkComponents(id=1907356, mask='id, status, speed, maxSpeed, name, ipmiMacAddress, ipmiIpAddress, macAddress, primaryIpAddress,port, primarySubnet[id, netmask, broadcastAddress, networkIdentifier, gateway]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getActiveComponents(id=1907356, mask='id,hardwareComponentModel[hardwareGenericComponentModel[id,hardwareComponentType[keyName]]]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getActiveTransaction(id=1907356, mask='id, transactionStatus[friendlyName,name]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getOperatingSystem(id=1907356, mask='softwareLicense[softwareDescription[manufacturer, name, version, referenceCode]],passwords[id,username,password]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getSoftwareComponents(id=1907356, mask='softwareLicense[softwareDescription[manufacturer, name, version, referenceCode]],passwords[id,username,password]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getBillingItem(id=1907356, mask='id,nextInvoiceTotalRecurringAmount,nextInvoiceChildren[nextInvoiceTotalRecurringAmount],orderItem.order.userRecord[username]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getTagReferences(id=1907356, mask='id,tag[name,id]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getNetworkVlans(id=1907356, mask='id,vlanNumber,networkSpace,fullyQualifiedName,primarySubnets[ipAddresses]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getRemoteManagementAccounts(id=1907356, mask='username,password', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getHardDrives(id=1907356, mask='', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Network_Component::getUplinkComponent(id=14278876, mask='mask[id,networkVlanTrunks[networkVlan[networkSpace]]]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Network_Component::getUplinkComponent(id=13765658, mask='mask[id,networkVlanTrunks[networkVlan[networkSpace]]]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getBandwidthAllotmentDetail(id=1907356, mask='mask[allocation[amount]]', filter='None', args=(), limit=None, offset=None)
Calling: SoftLayer_Hardware_Server::getBillingCycleBandwidthUsage(id=1907356, mask='mask[amountIn,amountOut,type]', filter='None', args=(), limit=None, offset=None)


┌──────────────────┬──────────────────────────────────────────────────────────────────────────────────┐
│       name       │                                      value                                       │
├──────────────────┼──────────────────────────────────────────────────────────────────────────────────┤
│  execution_time  │                                    3.209773s                                     │
│    api_calls     │ ┌──────────────────────────────────────────────────────────────────────┐         │
│                  │ │ API Calls                                                            │         │
│                  │ ├──────────────────────────────────────────────────────────────────────┤         │
│                  │ │ SoftLayer_Hardware_Server::getObject (0.347181s)                     │         │
│                  │ │ SoftLayer_Hardware_Server::getOperatingSystem (0.303148s)            │         │
│                  │ │ SoftLayer_Hardware_Server::getTagReferences (0.317209s)              │         │
│                  │ │ SoftLayer_Hardware_Server::getActiveTransaction (0.321723s)          │         │
│                  │ │ SoftLayer_Hardware_Server::getNetworkComponents (0.327078s)          │         │
│                  │ │ SoftLayer_Hardware_Server::getSoftwareComponents (0.324566s)         │         │
│                  │ │ SoftLayer_Hardware_Server::getRemoteManagementAccounts (0.344097s)   │         │
│                  │ │ SoftLayer_Hardware_Server::getActiveComponents (0.360639s)           │         │
│                  │ │ SoftLayer_Hardware_Server::getNetworkVlans (0.371742s)               │         │
│                  │ │ SoftLayer_Hardware_Server::getBillingItem (1.363065s)                │         │
│                  │ │ SoftLayer_Hardware_Server::getHardDrives (0.282763s)                 │         │
│                  │ │ SoftLayer_Network_Component::getUplinkComponent (0.328125s)          │         │
│                  │ │ SoftLayer_Network_Component::getUplinkComponent (0.263156s)          │         │
│                  │ │ SoftLayer_Hardware_Server::getBandwidthAllotmentDetail (0.297496s)   │         │
│                  │ │ SoftLayer_Hardware_Server::getBillingCycleBandwidthUsage (0.287898s) │         │
│                  │ └──────────────────────────────────────────────────────────────────────┘         │
│     version      │                             softlayer-python/v6.1.9                              │
│  python_version  │ 3.11.2 (tags/v3.11.2:878ead1, Feb  7 2023, 16:38:35) [MSC v.1934 64 bit (AMD64)] │
│ library_location │                  C:\Users\allmi\Code\softlayer-python\SoftLayer                  │
└──────────────────┴──────────────────────────────────────────────────────────────────────────────────┘

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