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nfcampos
replicate-javascript
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index.js
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replicate-javascript
/
index.js
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const
axios
=
require
(
'axios'
)
;
const
collections
=
require
(
'./lib/collections'
)
;
const
models
=
require
(
'./lib/models'
)
;
const
predictions
=
require
(
'./lib/predictions'
)
;
const
packageJSON
=
require
(
'./package.json'
)
;
/**
* Replicate API client library
*
*
@see
https://replicate.com/docs/reference/http
*
@example
* // Create a new Replicate API client instance
* const Replicate = require("replicate");
* const replicate = new Replicate({
* // get your token from https://replicate.com/account
* auth: process.env.REPLICATE_API_TOKEN,
* userAgent: "my-app/1.2.3"
* });
*
* // Run a model and await the result:
* const model = 'owner/model:version-id'
* const input = {text: 'Hello, world!'}
* const output = await replicate.run(model, { input });
*/
class
Replicate
{
/**
* Create a new Replicate API client instance.
*
*
@param
{
object
} options - Configuration options for the client
*
@param
{
string
} options.auth - Required. API access token
*
@param
{
string
} options.userAgent - Identifier of your app
*
@param
{
string
} [options.baseUrl] - Defaults to https://api.replicate.com/v1
*/
constructor
(
options
)
{
this
.
auth
=
options
.
auth
;
this
.
userAgent
=
options
.
userAgent
||
`replicate-javascript/
${
packageJSON
.
version
}
`
;
this
.
baseUrl
=
options
.
baseUrl
||
'https://api.replicate.com/v1'
;
this
.
instance
=
axios
.
create
(
{
baseURL
:
this
.
baseUrl
,
headers
:
{
Authorization
:
`Token
${
this
.
auth
}
`
,
'User-Agent'
:
this
.
userAgent
,
'Content-Type'
:
'application/json'
,
}
,
}
)
;
this
.
collections
=
{
get
:
collections
.
get
.
bind
(
this
)
,
}
;
this
.
models
=
{
get
:
models
.
get
.
bind
(
this
)
,
versions
:
{
list
:
models
.
versions
.
list
.
bind
(
this
)
,
get
:
models
.
versions
.
get
.
bind
(
this
)
,
}
,
}
;
this
.
predictions
=
{
create
:
predictions
.
create
.
bind
(
this
)
,
get
:
predictions
.
get
.
bind
(
this
)
,
list
:
predictions
.
list
.
bind
(
this
)
,
}
;
}
/**
* Run a model and wait for its output.
*
*
@param
{
string
} identifier - Required. The model version identifier in the format "{owner}/{name}:{version}"
*
@param
{
object
} options
*
@param
{
object
} options.input - Required. An object with the model inputs
*
@param
{
boolean|object
} [options.wait] - Whether to wait for the prediction to finish. Defaults to false
*
@param
{
number
} [options.wait.interval] - Polling interval in milliseconds. Defaults to 250
*
@param
{
number
} [options.wait.maxAttempts] - Maximum number of polling attempts. Defaults to no limit
*
@param
{
string
} [options.webhook_completed] - A URL which will receive a POST request upon completion of the prediction
*
@throws
{
Error
} If the prediction failed
*
@returns
{
Promise<object>
} - Resolves with the output of running the model
*/
async
run
(
identifier
,
options
)
{
const
pattern
=
/
^
(?<
owner
>
[
a
-
z
A
-
Z
0
-
9
-
]
+
?
)
\/
(?<
name
>
[
a
-
z
A
-
Z
0
-
9
-
]
+
?
)
:
(?<
version
>
[
0
-
9
a
-
f
A
-
F
]
+
)
$
/
;
const
match
=
identifier
.
match
(
pattern
)
;
if
(
!
match
)
{
throw
new
Error
(
'Invalid version. It must be in the format "owner/name:version"'
)
;
}
const
{
version
}
=
match
.
groups
;
const
prediction
=
await
this
.
predictions
.
create
(
{
wait
:
true
,
...
options
,
version
,
}
)
;
if
(
prediction
.
status
===
'failed'
)
{
throw
new
Error
(
`Prediction failed:
${
prediction
.
error
}
`
)
;
}
return
prediction
.
output
;
}
/**
* Make a request to the Replicate API.
*
*
@param
{
string
} route - REST API endpoint path
*
@param
{
object
} parameters - URL, query, and request body parameters for the given route
*
@returns
{
Promise<object>
} - Resolves with the API response data
*/
async
request
(
route
,
parameters
)
{
const
response
=
await
this
.
instance
(
route
,
parameters
)
;
return
response
.
data
;
}
/**
* Paginate through a list of results.
*
*
@generator
*
@example
* for await (const page of replicate.paginate(replicate.predictions.list) {
* console.log(page);
* }
*
@param
{
Function
} endpoint - Function that returns a promise for the next page of results
*
@yields
{object[]} Each page of results
*/
async
*
paginate
(
endpoint
)
{
const
response
=
await
endpoint
(
)
;
yield
response
.
results
;
if
(
response
.
next
)
{
const
nextPage
=
(
)
=>
this
.
request
(
response
.
next
,
{
method
:
'GET'
}
)
;
yield
*
this
.
paginate
(
nextPage
)
;
}
}
/**
* Wait for a prediction to finish.
*
* If the prediction has already finished,
* this function returns immediately.
* Otherwise, it polls the API until the prediction finishes.
*
*
@async
*
@param
{
object
} prediction - Prediction object
*
@param
{
object
} options - Options
*
@param
{
number
} [options.interval] - Polling interval in milliseconds. Defaults to 250
*
@param
{
number
} [options.maxAttempts] - Maximum number of polling attempts. Defaults to no limit
*
@throws
{
Error
} If the prediction doesn't complete within the maximum number of attempts
*
@throws
{
Error
} If the prediction failed
*
@returns
{
Promise<object>
} Resolves with the completed prediction object
*/
async
wait
(
prediction
,
options
)
{
const
{
id
}
=
prediction
;
if
(
!
id
)
{
throw
new
Error
(
'Invalid prediction'
)
;
}
if
(
prediction
.
status
===
'succeeded'
||
prediction
.
status
===
'failed'
||
prediction
.
status
===
'canceled'
)
{
return
prediction
;
}
let
updatedPrediction
=
await
this
.
predictions
.
get
(
id
)
;
// eslint-disable-next-line no-promise-executor-return
const
sleep
=
(
ms
)
=>
new
Promise
(
(
resolve
)
=>
setTimeout
(
resolve
,
ms
)
)
;
let
attempts
=
0
;
const
interval
=
options
.
interval
||
250
;
const
maxAttempts
=
options
.
maxAttempts
||
null
;
while
(
updatedPrediction
.
status
!==
'succeeded'
&&
updatedPrediction
.
status
!==
'failed'
&&
updatedPrediction
.
status
!==
'canceled'
)
{
attempts
+=
1
;
if
(
maxAttempts
&&
attempts
>
maxAttempts
)
{
throw
new
Error
(
`Prediction
${
id
}
did not finish after
${
maxAttempts
}
attempts`
)
;
}
/* eslint-disable no-await-in-loop */
await
sleep
(
interval
)
;
updatedPrediction
=
await
this
.
predictions
.
get
(
prediction
.
id
)
;
/* eslint-enable no-await-in-loop */
}
if
(
updatedPrediction
.
status
===
'failed'
)
{
throw
new
Error
(
`Prediction failed:
${
updatedPrediction
.
error
}
`
)
;
}
return
updatedPrediction
;
}
}
module
.
exports
=
Replicate
;
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