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bcongdon
corral
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lambda.go
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lambda.go
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package
corral
import
(
"context"
"encoding/json"
"fmt"
"os"
"runtime/debug"
"strconv"
"sync/atomic"
log
"github.com/sirupsen/logrus"
"github.com/spf13/viper"
"github.com/bcongdon/corral/internal/pkg/corfs"
"github.com/bcongdon/corral/internal/pkg/coriam"
"github.com/bcongdon/corral/internal/pkg/corlambda"
)
var
(
lambdaDriver
*
Driver
)
// corralRoleName is the name to use when deploying an IAM role
const
corralRoleName
=
"CorralExecutionRole"
// runningInLambda infers if the program is running in AWS lambda via inspection of the environment
func
runningInLambda
()
bool
{
expectedEnvVars
:=
[]
string
{
"LAMBDA_TASK_ROOT"
,
"AWS_EXECUTION_ENV"
,
"LAMBDA_RUNTIME_DIR"
}
for
_
,
envVar
:=
range
expectedEnvVars
{
if
os
.
Getenv
(
envVar
)
==
""
{
return
false
}
}
return
true
}
func
prepareResult
(
job
*
Job
)
string
{
result
:=
taskResult
{
BytesRead
:
int
(
job
.
bytesRead
),
BytesWritten
:
int
(
job
.
bytesWritten
),
}
payload
,
_
:=
json
.
Marshal
(
result
)
return
string
(
payload
)
}
func
handleRequest
(
ctx
context.
Context
,
task
task
) (
string
,
error
) {
// Precaution to avoid running out of memory for reused Lambdas
debug
.
FreeOSMemory
()
// Setup current job
fs
:=
corfs
.
InitFilesystem
(
task
.
FileSystemType
)
currentJob
:=
lambdaDriver
.
jobs
[
task
.
JobNumber
]
currentJob
.
fileSystem
=
fs
currentJob
.
intermediateBins
=
task
.
IntermediateBins
currentJob
.
outputPath
=
task
.
WorkingLocation
currentJob
.
config
.
Cleanup
=
task
.
Cleanup
// Need to reset job counters in case this is a reused lambda
currentJob
.
bytesRead
=
0
currentJob
.
bytesWritten
=
0
if
task
.
Phase
==
MapPhase
{
err
:=
currentJob
.
runMapper
(
task
.
BinID
,
task
.
Splits
)
return
prepareResult
(
currentJob
),
err
}
else
if
task
.
Phase
==
ReducePhase
{
err
:=
currentJob
.
runReducer
(
task
.
BinID
)
return
prepareResult
(
currentJob
),
err
}
return
""
,
fmt
.
Errorf
(
"Unknown phase: %d"
,
task
.
Phase
)
}
type
lambdaExecutor
struct
{
*
corlambda.
LambdaClient
*
coriam.
IAMClient
functionName
string
}
func
newLambdaExecutor
(
functionName
string
)
*
lambdaExecutor
{
return
&
lambdaExecutor
{
LambdaClient
:
corlambda
.
NewLambdaClient
(),
IAMClient
:
coriam
.
NewIAMClient
(),
functionName
:
functionName
,
}
}
func
loadTaskResult
(
payload
[]
byte
)
taskResult
{
// Unescape JSON string
payloadStr
,
_
:=
strconv
.
Unquote
(
string
(
payload
))
var
result
taskResult
err
:=
json
.
Unmarshal
([]
byte
(
payloadStr
),
&
result
)
if
err
!=
nil
{
log
.
Errorf
(
"%s"
,
err
)
}
return
result
}
func
(
l
*
lambdaExecutor
)
RunMapper
(
job
*
Job
,
jobNumber
int
,
binID
uint
,
inputSplits
[]
inputSplit
)
error
{
mapTask
:=
task
{
JobNumber
:
jobNumber
,
Phase
:
MapPhase
,
BinID
:
binID
,
Splits
:
inputSplits
,
IntermediateBins
:
job
.
intermediateBins
,
FileSystemType
:
corfs
.
S3
,
WorkingLocation
:
job
.
outputPath
,
}
payload
,
err
:=
json
.
Marshal
(
mapTask
)
if
err
!=
nil
{
return
err
}
resultPayload
,
err
:=
l
.
Invoke
(
l
.
functionName
,
payload
)
taskResult
:=
loadTaskResult
(
resultPayload
)
atomic
.
AddInt64
(
&
job
.
bytesRead
,
int64
(
taskResult
.
BytesRead
))
atomic
.
AddInt64
(
&
job
.
bytesWritten
,
int64
(
taskResult
.
BytesWritten
))
return
err
}
func
(
l
*
lambdaExecutor
)
RunReducer
(
job
*
Job
,
jobNumber
int
,
binID
uint
)
error
{
mapTask
:=
task
{
JobNumber
:
jobNumber
,
Phase
:
ReducePhase
,
BinID
:
binID
,
FileSystemType
:
corfs
.
S3
,
WorkingLocation
:
job
.
outputPath
,
Cleanup
:
job
.
config
.
Cleanup
,
}
payload
,
err
:=
json
.
Marshal
(
mapTask
)
if
err
!=
nil
{
return
err
}
resultPayload
,
err
:=
l
.
Invoke
(
l
.
functionName
,
payload
)
taskResult
:=
loadTaskResult
(
resultPayload
)
atomic
.
AddInt64
(
&
job
.
bytesRead
,
int64
(
taskResult
.
BytesRead
))
atomic
.
AddInt64
(
&
job
.
bytesWritten
,
int64
(
taskResult
.
BytesWritten
))
return
err
}
func
(
l
*
lambdaExecutor
)
Deploy
() {
var
roleARN
string
var
err
error
if
viper
.
GetBool
(
"lambdaManageRole"
) {
roleARN
,
err
=
l
.
DeployPermissions
(
corralRoleName
)
if
err
!=
nil
{
panic
(
err
)
}
}
else
{
roleARN
=
viper
.
GetString
(
"lambdaRoleARN"
)
}
config
:=
&
corlambda.
FunctionConfig
{
Name
:
l
.
functionName
,
RoleARN
:
roleARN
,
Timeout
:
viper
.
GetInt64
(
"lambdaTimeout"
),
MemorySize
:
viper
.
GetInt64
(
"lambdaMemory"
),
}
err
=
l
.
DeployFunction
(
config
)
if
err
!=
nil
{
panic
(
err
)
}
}
func
(
l
*
lambdaExecutor
)
Undeploy
() {
log
.
Info
(
"Undeploying function"
)
err
:=
l
.
LambdaClient
.
DeleteFunction
(
l
.
functionName
)
if
err
!=
nil
{
log
.
Errorf
(
"Error when undeploying function: %s"
,
err
)
}
log
.
Info
(
"Undeploying IAM Permissions"
)
err
=
l
.
IAMClient
.
DeletePermissions
(
corralRoleName
)
if
err
!=
nil
{
log
.
Errorf
(
"Error when undeploying IAM permissions: %s"
,
err
)
}
}
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