Compare commits

...

17 Commits

Author SHA1 Message Date
arcticfly
092b48552d Update README.md 2023-08-24 20:58:45 -07:00
arcticfly
33ca98b267 Enlarge fine-tune gif 2023-08-24 14:14:38 -07:00
arcticfly
39c943f2ec Change layout of README.md 2023-08-24 14:13:01 -07:00
arcticfly
2aa4ac1594 Update opening gif in README.md 2023-08-24 12:46:25 -07:00
arcticfly
42ade01f22 Update README.md 2023-08-24 11:14:25 -07:00
David Corbitt
59b79049c1 Move license to top level 2023-08-24 10:41:23 -07:00
arcticfly
0d7433cb7e Update README.md
Include more models
2023-08-24 00:13:24 -07:00
arcticfly
ec59252010 Wrap in Portal (#191) 2023-08-23 23:48:53 -07:00
arcticfly
87e2339df2 Remove openpipe object from config (#190)
* Remove openpipe object from config

* Remove comment
2023-08-23 23:31:39 -07:00
arcticfly
75ad6619a5 Add InfoCircles (#189) 2023-08-23 22:06:37 -07:00
Kyle Corbitt
4b8941d53a Merge pull request #188 from OpenPipe/export-fixes
Export fixes
2023-08-23 21:30:36 -07:00
David Corbitt
0d691d17cc Rename input to instruction in alpaca format 2023-08-23 21:26:28 -07:00
David Corbitt
815d4faad2 Fix mobile export styles 2023-08-23 21:21:09 -07:00
arcticfly
9632ccbc71 Export formatted logged calls (#187)
* Export formatted data

* Properly update inputMessageHashMap

* Hide remove duplicates checkbox in advanced options

* Remove unused import
2023-08-23 20:45:27 -07:00
Kyle Corbitt
a4131e4a10 Merge pull request #186 from OpenPipe/python-client
Python client
2023-08-23 19:37:55 -07:00
David Corbitt
678392ef17 Wait until flags are loaded to show beta modal 2023-08-23 18:27:39 -07:00
arcticfly
af722128e8 Use feature flags to control beta features (#185)
* Use feature flags to control beta features

* Remove references to beta env variable
2023-08-23 18:18:56 -07:00
16 changed files with 699 additions and 105 deletions

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@@ -1,14 +1,52 @@
# OpenPipe
<p align="center">
<a href="https://openpipe.ai">
<img height="70" src="https://github.com/openpipe/openpipe/assets/41524992/70af25fb-1f90-42d9-8a20-3606e3b5aaba" alt="logo">
</a>
</p>
<h1 align="center">
OpenPipe
</h1>
OpenPipe is a flexible playground for comparing and optimizing LLM prompts. It lets you quickly generate, test and compare candidate prompts, and can automatically [translate](#-translate-between-model-apis) those prompts between models.
<p align="center">
<i>Turn expensive prompts into cheap fine-tuned models.</i>
</p>
<img src="https://github.com/openpipe/openpipe/assets/41524992/66bb1843-cb72-4130-a369-eec2df3b8201" alt="demo">
<p align="center">
<a href="/LICENSE"><img alt="License Apache-2.0" src="https://img.shields.io/github/license/openpipe/openpipe?style=flat-square"></a>
<a href='http://makeapullrequest.com'><img alt='PRs Welcome' src='https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square'/></a>
<a href="https://github.com/openpipe/openpipe/graphs/commit-activity"><img alt="GitHub commit activity" src="https://img.shields.io/github/commit-activity/m/openpipe/openpipe?style=flat-square"/></a>
<a href="https://github.com/openpipe/openpipe/issues"><img alt="GitHub closed issues" src="https://img.shields.io/github/issues-closed/openpipe/openpipe?style=flat-square"/></a>
</p>
<p align="center">
<a href="https://app.openpipe.ai/">Hosted App</a> - <a href="#running-locally">Running Locally</a> - <a href="#sample-experiments">Experiments</a>
</p>
<br>
Use powerful but expensive LLMs to fine-tune smaller and cheaper models suited to your exact needs. Evaluate model and prompt combinations in the playground. Query your past requests and export optimized training data.
<br>
## 🪛 Features
* <b>Fine-Tune</b>
* Easy integration with OpenPipe's SDK in both Python and JS.
* Swiftly query logs using intuitive built-in filters.
* Export data in multiple training formats, including Alpaca and ChatGPT, with deduplication.
* <b>Experiment</b>
* Bulk-test wide-reaching scenarios using code templating.
* Seamlessly translate prompts across different model APIs.
* Tap into autogenerated scenarios for fresh test perspectives.
<img src="https://github.com/openpipe/openpipe/assets/41524992/eaa8b92d-4536-4f63-bbef-4b0b1a60f6b5" alt="fine-tune demo">
<!-- <img height="400px" src="https://github.com/openpipe/openpipe/assets/41524992/66bb1843-cb72-4130-a369-eec2df3b8201" alt="playground demo"> -->
You can use our hosted version of OpenPipe at https://openpipe.ai. You can also clone this repository and [run it locally](#running-locally).
## Sample Experiments
These are simple experiments users have created that show how OpenPipe works. Feel free to fork them and start experimenting yourself.
These are sample experiments users have created that show how OpenPipe works. Feel free to fork them and start experimenting yourself.
- [Twitter Sentiment Analysis](https://app.openpipe.ai/experiments/62c20a73-2012-4a64-973c-4b665ad46a57)
- [Reddit User Needs](https://app.openpipe.ai/experiments/22222222-2222-2222-2222-222222222222)
@@ -17,37 +55,25 @@ These are simple experiments users have created that show how OpenPipe works. Fe
## Supported Models
- All models available through the OpenAI [chat completion API](https://platform.openai.com/docs/guides/gpt/chat-completions-api)
- Llama2 [7b chat](https://replicate.com/a16z-infra/llama7b-v2-chat), [13b chat](https://replicate.com/a16z-infra/llama13b-v2-chat), [70b chat](https://replicate.com/replicate/llama70b-v2-chat).
- Anthropic's [Claude 1 Instant](https://www.anthropic.com/index/introducing-claude) and [Claude 2](https://www.anthropic.com/index/claude-2)
## Features
### 🔍 Visualize Responses
Inspect prompt completions side-by-side.
### 🧪 Bulk-Test
OpenPipe lets you _template_ a prompt. Use the templating feature to run the prompts you're testing against many potential inputs for broad coverage of your problem space.
### 📟 Translate between Model APIs
Write your prompt in one format and automatically convert it to work with any other model.
<!-- <img width="480" alt="Screenshot 2023-08-01 at 11 55 38 PM" src="https://github.com/OpenPipe/OpenPipe/assets/41524992/1e19ccf2-96b6-4e93-a3a5-1449710d1b5b" alt="translate between models"> -->
### 🛠️ Refine Your Prompts Automatically
Use a growing database of best-practice refinements to improve your prompts automatically.
<!-- <img width="480" alt="Screenshot 2023-08-01 at 11 55 38 PM" src="https://github.com/OpenPipe/OpenPipe/assets/41524992/87a27fe7-daef-445c-a5e2-1c82b23f9f99" alt="add function call"> -->
### 🪄 Auto-generate Test Scenarios
OpenPipe includes a tool to generate new test scenarios based on your existing prompts and scenarios. Just click "Autogenerate Scenario" to try it out!
<!-- <img width="600" src="https://github.com/openpipe/openpipe/assets/41524992/219a844e-3f4e-4f6b-8066-41348b42977b" alt="auto-generate"> -->
#### OpenAI
- [GPT 3.5 Turbo](https://platform.openai.com/docs/guides/gpt/chat-completions-api)
- [GPT 3.5 Turbo 16k](https://platform.openai.com/docs/guides/gpt/chat-completions-api)
- [GPT 4](https://openai.com/gpt-4)
#### Llama2
- [7b chat](https://replicate.com/a16z-infra/llama7b-v2-chat)
- [13b chat](https://replicate.com/a16z-infra/llama13b-v2-chat)
- [70b chat](https://replicate.com/replicate/llama70b-v2-chat)
#### Llama2 Fine-Tunes
- [Open-Orca/OpenOrcaxOpenChat-Preview2-13B](https://huggingface.co/Open-Orca/OpenOrcaxOpenChat-Preview2-13B)
- [Open-Orca/OpenOrca-Platypus2-13B](https://huggingface.co/Open-Orca/OpenOrca-Platypus2-13B)
- [NousResearch/Nous-Hermes-Llama2-13b](https://huggingface.co/NousResearch/Nous-Hermes-Llama2-13b)
- [jondurbin/airoboros-l2-13b-gpt4-2.0](https://huggingface.co/jondurbin/airoboros-l2-13b-gpt4-2.0)
- [lmsys/vicuna-13b-v1.5](https://huggingface.co/lmsys/vicuna-13b-v1.5)
- [Gryphe/MythoMax-L2-13b](https://huggingface.co/Gryphe/MythoMax-L2-13b)
- [NousResearch/Nous-Hermes-llama-2-7b](https://huggingface.co/NousResearch/Nous-Hermes-llama-2-7b)
#### Anthropic
- [Claude 1 Instant](https://www.anthropic.com/index/introducing-claude)
- [Claude 2](https://www.anthropic.com/index/claude-2)
## Running Locally

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@@ -23,7 +23,6 @@ ARG NEXT_PUBLIC_SOCKET_URL
ARG NEXT_PUBLIC_HOST
ARG NEXT_PUBLIC_SENTRY_DSN
ARG SENTRY_AUTH_TOKEN
ARG NEXT_PUBLIC_FF_SHOW_BETA_FEATURES
WORKDIR /code
COPY --from=deps /code/node_modules ./node_modules

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@@ -48,6 +48,7 @@
"@trpc/react-query": "^10.26.0",
"@trpc/server": "^10.26.0",
"@vercel/og": "^0.5.9",
"archiver": "^6.0.0",
"ast-types": "^0.14.2",
"chroma-js": "^2.4.2",
"concurrently": "^8.2.0",
@@ -99,6 +100,7 @@
"replicate": "^0.12.3",
"socket.io": "^4.7.1",
"socket.io-client": "^4.7.1",
"stream-buffers": "^3.0.2",
"superjson": "1.12.2",
"trpc-openapi": "^1.2.0",
"tsx": "^3.12.7",
@@ -111,6 +113,7 @@
},
"devDependencies": {
"@openapi-contrib/openapi-schema-to-json-schema": "^4.0.5",
"@types/archiver": "^5.3.2",
"@types/babel__core": "^7.20.1",
"@types/babel__standalone": "^7.1.4",
"@types/chroma-js": "^2.4.0",
@@ -127,6 +130,7 @@
"@types/react": "^18.2.6",
"@types/react-dom": "^18.2.4",
"@types/react-syntax-highlighter": "^15.5.7",
"@types/stream-buffers": "^3.0.4",
"@types/uuid": "^9.0.2",
"@typescript-eslint/eslint-plugin": "^5.59.6",
"@typescript-eslint/parser": "^5.59.6",

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@@ -0,0 +1,14 @@
import { Tooltip, Icon, VStack } from "@chakra-ui/react";
import { RiInformationFill } from "react-icons/ri";
const InfoCircle = ({ tooltipText }: { tooltipText: string }) => {
return (
<Tooltip label={tooltipText} fontSize="sm" shouldWrapChildren maxW={80}>
<VStack>
<Icon as={RiInformationFill} boxSize={5} color="gray.500" />
</VStack>
</Tooltip>
);
};
export default InfoCircle;

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@@ -18,11 +18,11 @@ import { IoStatsChartOutline } from "react-icons/io5";
import { RiHome3Line, RiFlaskLine } from "react-icons/ri";
import { FaRobot } from "react-icons/fa";
import { signIn, useSession } from "next-auth/react";
import { env } from "~/env.mjs";
import ProjectMenu from "./ProjectMenu";
import NavSidebarOption from "./NavSidebarOption";
import IconLink from "./IconLink";
import { BetaModal } from "./BetaModal";
import { useAppStore } from "~/state/store";
const Divider = () => <Box h="1px" bgColor="gray.300" w="full" />;
@@ -167,6 +167,9 @@ export default function AppShell({
}
}, [requireAuth, user, authLoading]);
const flags = useAppStore((s) => s.featureFlags.featureFlags);
const flagsLoaded = useAppStore((s) => s.featureFlags.flagsLoaded);
return (
<>
<Flex h={vh} w="100vw">
@@ -178,7 +181,7 @@ export default function AppShell({
{children}
</Box>
</Flex>
{requireBeta && !env.NEXT_PUBLIC_FF_SHOW_BETA_FEATURES && <BetaModal />}
{requireBeta && flagsLoaded && !flags.betaAccess && <BetaModal />}
</>
);
}

View File

@@ -14,6 +14,7 @@ import {
Link as ChakraLink,
Image,
Box,
Portal,
} from "@chakra-ui/react";
import { useEffect } from "react";
import Link from "next/link";
@@ -109,64 +110,66 @@ export default function ProjectMenu() {
</HStack>
</NavSidebarOption>
</PopoverTrigger>
<PopoverContent
_focusVisible={{ outline: "unset" }}
w={220}
ml={{ base: 2, md: 0 }}
boxShadow="0 0 40px 4px rgba(0, 0, 0, 0.1);"
fontSize="sm"
>
<VStack alignItems="flex-start" spacing={1} py={1}>
<Text px={3} py={2}>
{user?.user.email}
</Text>
<Divider />
<Text alignSelf="flex-start" fontWeight="bold" px={3} pt={2}>
Your Projects
</Text>
<VStack spacing={0} w="full" px={1}>
{projects?.map((proj) => (
<ProjectOption
key={proj.id}
proj={proj}
isActive={proj.id === selectedProjectId}
onClose={popover.onClose}
/>
))}
<HStack
as={Button}
variant="ghost"
colorScheme="blue"
color="blue.400"
fontSize="sm"
justifyContent="flex-start"
onClick={createProject}
w="full"
borderRadius={4}
spacing={0}
>
<Text>Add project</Text>
<Icon as={isLoading ? Spinner : BsPlus} boxSize={4} strokeWidth={0.5} />
</HStack>
</VStack>
<Portal>
<PopoverContent
_focusVisible={{ outline: "unset" }}
w={220}
ml={{ base: 2, md: 0 }}
boxShadow="0 0 40px 4px rgba(0, 0, 0, 0.1);"
fontSize="sm"
>
<VStack alignItems="flex-start" spacing={1} py={1}>
<Text px={3} py={2}>
{user?.user.email}
</Text>
<Divider />
<Text alignSelf="flex-start" fontWeight="bold" px={3} pt={2}>
Your Projects
</Text>
<VStack spacing={0} w="full" px={1}>
{projects?.map((proj) => (
<ProjectOption
key={proj.id}
proj={proj}
isActive={proj.id === selectedProjectId}
onClose={popover.onClose}
/>
))}
<HStack
as={Button}
variant="ghost"
colorScheme="blue"
color="blue.400"
fontSize="sm"
justifyContent="flex-start"
onClick={createProject}
w="full"
borderRadius={4}
spacing={0}
>
<Text>Add project</Text>
<Icon as={isLoading ? Spinner : BsPlus} boxSize={4} strokeWidth={0.5} />
</HStack>
</VStack>
<Divider />
<VStack w="full" px={1}>
<ChakraLink
onClick={() => {
signOut().catch(console.error);
}}
_hover={{ bgColor: "gray.200", textDecoration: "none" }}
w="full"
py={2}
px={2}
borderRadius={4}
>
<Text>Sign out</Text>
</ChakraLink>
<Divider />
<VStack w="full" px={1}>
<ChakraLink
onClick={() => {
signOut().catch(console.error);
}}
_hover={{ bgColor: "gray.200", textDecoration: "none" }}
w="full"
py={2}
px={2}
borderRadius={4}
>
<Text>Sign out</Text>
</ChakraLink>
</VStack>
</VStack>
</VStack>
</PopoverContent>
</PopoverContent>
</Portal>
</Popover>
</VStack>
);

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@@ -0,0 +1,210 @@
import { useState, useEffect } from "react";
import {
Modal,
ModalOverlay,
ModalContent,
ModalHeader,
ModalCloseButton,
ModalBody,
ModalFooter,
HStack,
VStack,
Icon,
Text,
Button,
Checkbox,
NumberInput,
NumberInputField,
NumberInputStepper,
NumberIncrementStepper,
NumberDecrementStepper,
Collapse,
Flex,
useDisclosure,
type UseDisclosureReturn,
} from "@chakra-ui/react";
import { BiExport } from "react-icons/bi";
import { useHandledAsyncCallback } from "~/utils/hooks";
import { api } from "~/utils/api";
import { useAppStore } from "~/state/store";
import ActionButton from "./ActionButton";
import InputDropdown from "../InputDropdown";
import { FiChevronUp, FiChevronDown } from "react-icons/fi";
import InfoCircle from "../InfoCircle";
const SUPPORTED_EXPORT_FORMATS = ["alpaca-finetune", "openai-fine-tune", "unformatted"];
const ExportButton = () => {
const selectedLogIds = useAppStore((s) => s.selectedLogs.selectedLogIds);
const disclosure = useDisclosure();
return (
<>
<ActionButton
onClick={disclosure.onOpen}
label="Export"
icon={BiExport}
isDisabled={selectedLogIds.size === 0}
/>
<ExportLogsModal disclosure={disclosure} />
</>
);
};
export default ExportButton;
const ExportLogsModal = ({ disclosure }: { disclosure: UseDisclosureReturn }) => {
const selectedProjectId = useAppStore((s) => s.selectedProjectId);
const selectedLogIds = useAppStore((s) => s.selectedLogs.selectedLogIds);
const clearSelectedLogIds = useAppStore((s) => s.selectedLogs.clearSelectedLogIds);
const [selectedExportFormat, setSelectedExportFormat] = useState(SUPPORTED_EXPORT_FORMATS[0]);
const [testingSplit, setTestingSplit] = useState(10);
const [removeDuplicates, setRemoveDuplicates] = useState(true);
const [showAdvancedOptions, setShowAdvancedOptions] = useState(false);
useEffect(() => {
if (disclosure.isOpen) {
setSelectedExportFormat(SUPPORTED_EXPORT_FORMATS[0]);
setTestingSplit(10);
setRemoveDuplicates(true);
}
}, [disclosure.isOpen]);
const exportLogsMutation = api.loggedCalls.export.useMutation();
const [exportLogs, exportInProgress] = useHandledAsyncCallback(async () => {
if (!selectedProjectId || !selectedLogIds.size || !testingSplit || !selectedExportFormat)
return;
const response = await exportLogsMutation.mutateAsync({
projectId: selectedProjectId,
selectedLogIds: Array.from(selectedLogIds),
testingSplit,
selectedExportFormat,
removeDuplicates,
});
const dataUrl = `data:application/pdf;base64,${response}`;
const blob = await fetch(dataUrl).then((res) => res.blob());
const url = URL.createObjectURL(blob);
const a = document.createElement("a");
a.href = url;
a.download = `data.zip`;
document.body.appendChild(a);
a.click();
document.body.removeChild(a);
disclosure.onClose();
clearSelectedLogIds();
}, [
exportLogsMutation,
selectedProjectId,
selectedLogIds,
testingSplit,
selectedExportFormat,
removeDuplicates,
]);
return (
<Modal size={{ base: "xl", md: "2xl" }} {...disclosure}>
<ModalOverlay />
<ModalContent w={1200}>
<ModalHeader>
<HStack>
<Icon as={BiExport} />
<Text>Export Logs</Text>
</HStack>
</ModalHeader>
<ModalCloseButton />
<ModalBody maxW="unset">
<VStack w="full" spacing={8} pt={4} alignItems="flex-start">
<Text>
We'll export the <b>{selectedLogIds.size}</b> logs you have selected in the format of
your choice.
</Text>
<VStack alignItems="flex-start" spacing={4}>
<Flex
flexDir={{ base: "column", md: "row" }}
alignItems={{ base: "flex-start", md: "center" }}
>
<HStack w={48} alignItems="center" spacing={1}>
<Text fontWeight="bold">Format:</Text>
<InfoCircle tooltipText="Format logs for for fine tuning or export them without formatting." />
</HStack>
<InputDropdown
options={SUPPORTED_EXPORT_FORMATS}
selectedOption={selectedExportFormat}
onSelect={(option) => setSelectedExportFormat(option)}
inputGroupProps={{ w: 48 }}
/>
</Flex>
<Flex
flexDir={{ base: "column", md: "row" }}
alignItems={{ base: "flex-start", md: "center" }}
>
<HStack w={48} alignItems="center" spacing={1}>
<Text fontWeight="bold">Testing Split:</Text>
<InfoCircle tooltipText="The percent of your logs that will be reserved for testing and saved in another file. Logs are split randomly." />
</HStack>
<HStack>
<NumberInput
defaultValue={10}
onChange={(_, num) => setTestingSplit(num)}
min={1}
max={100}
w={48}
>
<NumberInputField />
<NumberInputStepper>
<NumberIncrementStepper />
<NumberDecrementStepper />
</NumberInputStepper>
</NumberInput>
</HStack>
</Flex>
</VStack>
<VStack alignItems="flex-start" spacing={0}>
<Button
variant="unstyled"
color="blue.600"
onClick={() => setShowAdvancedOptions(!showAdvancedOptions)}
>
<HStack>
<Text>Advanced Options</Text>
<Icon as={showAdvancedOptions ? FiChevronUp : FiChevronDown} />
</HStack>
</Button>
<Collapse in={showAdvancedOptions} unmountOnExit={true}>
<VStack align="stretch" pt={4}>
<HStack>
<Checkbox
colorScheme="blue"
isChecked={removeDuplicates}
onChange={(e) => setRemoveDuplicates(e.target.checked)}
>
<Text>Remove duplicates</Text>
</Checkbox>
<InfoCircle tooltipText="To avoid overfitting and speed up training, automatically deduplicate logs with matching input and output." />
</HStack>
</VStack>
</Collapse>
</VStack>
</VStack>
</ModalBody>
<ModalFooter>
<HStack>
<Button colorScheme="gray" onClick={disclosure.onClose} minW={24}>
Cancel
</Button>
<Button colorScheme="blue" onClick={exportLogs} isLoading={exportInProgress} minW={24}>
Export
</Button>
</HStack>
</ModalFooter>
</ModalContent>
</Modal>
);
};

View File

@@ -46,7 +46,6 @@ export const env = createEnv({
NEXT_PUBLIC_SOCKET_URL: z.string().url().default("http://localhost:3318"),
NEXT_PUBLIC_HOST: z.string().url().default("http://localhost:3000"),
NEXT_PUBLIC_SENTRY_DSN: z.string().optional(),
NEXT_PUBLIC_FF_SHOW_BETA_FEATURES: z.string().optional(),
},
/**
@@ -68,7 +67,6 @@ export const env = createEnv({
NEXT_PUBLIC_SENTRY_DSN: process.env.NEXT_PUBLIC_SENTRY_DSN,
SENTRY_AUTH_TOKEN: process.env.SENTRY_AUTH_TOKEN,
OPENPIPE_API_KEY: process.env.OPENPIPE_API_KEY,
NEXT_PUBLIC_FF_SHOW_BETA_FEATURES: process.env.NEXT_PUBLIC_FF_SHOW_BETA_FEATURES,
SENDER_EMAIL: process.env.SENDER_EMAIL,
SMTP_HOST: process.env.SMTP_HOST,
SMTP_PORT: process.env.SMTP_PORT,

View File

@@ -11,6 +11,7 @@ import { FiFilter } from "react-icons/fi";
import LogFilters from "~/components/requestLogs/LogFilters/LogFilters";
import ColumnVisiblityDropdown from "~/components/requestLogs/ColumnVisiblityDropdown";
import FineTuneButton from "~/components/requestLogs/FineTuneButton";
import ExportButton from "~/components/requestLogs/ExportButton";
export default function LoggedCalls() {
const selectedLogIds = useAppStore((s) => s.selectedLogs.selectedLogIds);
@@ -35,6 +36,7 @@ export default function LoggedCalls() {
icon={RiFlaskLine}
isDisabled={selectedLogIds.size === 0}
/>
<ExportButton />
<ColumnVisiblityDropdown />
<ActionButton
onClick={() => {

View File

@@ -1,11 +1,16 @@
import { z } from "zod";
import { type Expression, type SqlBool, sql, type RawBuilder } from "kysely";
import { jsonArrayFrom } from "kysely/helpers/postgres";
import archiver from "archiver";
import { WritableStreamBuffer } from "stream-buffers";
import { type JsonValue } from "type-fest";
import { shuffle } from "lodash-es";
import { createTRPCRouter, protectedProcedure } from "~/server/api/trpc";
import { kysely, prisma } from "~/server/db";
import { comparators, defaultFilterableFields } from "~/state/logFiltersSlice";
import { requireCanViewProject } from "~/utils/accessControl";
import hashObject from "~/server/utils/hashObject";
// create comparator type based off of comparators
const comparatorToSqlExpression = (comparator: (typeof comparators)[number], value: string) => {
@@ -180,4 +185,102 @@ export const loggedCallsRouter = createTRPCRouter({
return tags.map((tag) => tag.name);
}),
export: protectedProcedure
.input(
z.object({
projectId: z.string(),
selectedLogIds: z.string().array(),
testingSplit: z.number(),
selectedExportFormat: z.string(),
removeDuplicates: z.boolean(),
}),
)
.mutation(async ({ input, ctx }) => {
await requireCanViewProject(input.projectId, ctx);
// Fetch the real data using Prisma
const loggedCallsFromDb = await ctx.prisma.loggedCallModelResponse.findMany({
where: {
originalLoggedCall: {
projectId: input.projectId,
id: { in: input.selectedLogIds },
},
statusCode: 200,
},
});
// Convert the database data into the desired format
let formattedLoggedCalls: { instruction: JsonValue[]; output: JsonValue }[] =
loggedCallsFromDb.map((call) => ({
instruction: (call.reqPayload as unknown as Record<string, unknown>)
.messages as JsonValue[],
output: (call.respPayload as unknown as { choices: { message: unknown }[] }).choices[0]
?.message as JsonValue,
}));
if (input.removeDuplicates) {
const deduplicatedLoggedCalls = [];
const loggedCallHashSet = new Set<string>();
for (const loggedCall of formattedLoggedCalls) {
const loggedCallHash = hashObject(loggedCall);
if (!loggedCallHashSet.has(loggedCallHash)) {
loggedCallHashSet.add(loggedCallHash);
deduplicatedLoggedCalls.push(loggedCall);
}
}
formattedLoggedCalls = deduplicatedLoggedCalls;
}
// Remove duplicate messages from instructions
const instructionMessageHashMap = new Map<string, number>();
for (const loggedCall of formattedLoggedCalls) {
for (const message of loggedCall.instruction) {
const hash = hashObject(message);
if (instructionMessageHashMap.has(hash)) {
// eslint-disable-next-line @typescript-eslint/no-non-null-assertion
instructionMessageHashMap.set(hash, instructionMessageHashMap.get(hash)! + 1);
} else {
instructionMessageHashMap.set(hash, 0);
}
}
}
for (const loggedCall of formattedLoggedCalls) {
loggedCall.instruction = loggedCall.instruction.filter((message) => {
const hash = hashObject(message);
// If the same message appears in a single instruction multiple times, there is some danger of
// it being removed from all logged calls. This is enough of an edge case that we don't
// need to worry about it for now.
// eslint-disable-next-line @typescript-eslint/no-non-null-assertion
return instructionMessageHashMap.get(hash)! < formattedLoggedCalls.length;
});
}
// Stringify instructions and outputs
const stringifiedLoggedCalls = shuffle(formattedLoggedCalls).map((loggedCall) => ({
instruction: JSON.stringify(loggedCall.instruction),
output: JSON.stringify(loggedCall.output),
}));
const splitIndex = Math.floor((stringifiedLoggedCalls.length * input.testingSplit) / 100);
const testingData = stringifiedLoggedCalls.slice(0, splitIndex);
const trainingData = stringifiedLoggedCalls.slice(splitIndex);
// Convert arrays to JSONL format
const trainingDataJSONL = trainingData.map((item) => JSON.stringify(item)).join("\n");
const testingDataJSONL = testingData.map((item) => JSON.stringify(item)).join("\n");
const output = new WritableStreamBuffer();
const archive = archiver("zip");
archive.pipe(output);
archive.append(trainingDataJSONL, { name: "train.jsonl" });
archive.append(testingDataJSONL, { name: "test.jsonl" });
await archive.finalize();
// Convert buffer to base64
const base64 = output.getContents().toString("base64");
return base64;
}),
});

View File

@@ -17,13 +17,7 @@ try {
// Set a dummy key so it doesn't fail at build time
config = {
apiKey: env.OPENAI_API_KEY ?? "dummy-key",
openpipe: {
apiKey: env.OPENPIPE_API_KEY,
baseUrl: "http://localhost:3000/api/v1",
},
};
}
// export const openai = env.OPENPIPE_API_KEY ? new OpenAI.OpenAI(config) : new OriginalOpenAI(config);
export const openai = new OpenAI(config);

View File

@@ -0,0 +1,23 @@
import { type SliceCreator } from "./store";
export type FeatureFlagsSlice = {
flagsLoaded: boolean;
featureFlags: {
betaAccess: boolean;
};
setFeatureFlags: (flags: string[] | undefined) => void;
};
export const createFeatureFlagsSlice: SliceCreator<FeatureFlagsSlice> = (set) => ({
flagsLoaded: false,
featureFlags: {
betaAccess: false,
},
setFeatureFlags: (flags) =>
set((state) => {
state.featureFlags.featureFlags = {
betaAccess: flags?.includes("betaAccess") ?? false,
};
state.featureFlags.flagsLoaded = true;
}),
});

View File

@@ -11,7 +11,8 @@ import { type APIClient } from "~/utils/api";
import { type PersistedState, persistOptions } from "./persist";
import { type SelectedLogsSlice, createSelectedLogsSlice } from "./selectedLogsSlice";
import { type LogFiltersSlice, createLogFiltersSlice } from "./logFiltersSlice";
import { createColumnVisibilitySlice, type ColumnVisibilitySlice } from "./columnVisiblitySlice";
import { type ColumnVisibilitySlice, createColumnVisibilitySlice } from "./columnVisiblitySlice";
import { type FeatureFlagsSlice, createFeatureFlagsSlice } from "./featureFlags";
enableMapSet();
@@ -28,6 +29,7 @@ export type State = {
selectedLogs: SelectedLogsSlice;
logFilters: LogFiltersSlice;
columnVisibility: ColumnVisibilitySlice;
featureFlags: FeatureFlagsSlice;
};
export type SliceCreator<T> = StateCreator<State, [["zustand/immer", never]], [], T>;
@@ -62,6 +64,7 @@ const useBaseStore = create<State, [["zustand/persist", PersistedState], ["zusta
selectedLogs: createSelectedLogsSlice(set, get, ...rest),
logFilters: createLogFiltersSlice(set, get, ...rest),
columnVisibility: createColumnVisibilitySlice(set, get, ...rest),
featureFlags: createFeatureFlagsSlice(set, get, ...rest),
})),
persistOptions,
),

View File

@@ -1,11 +1,12 @@
"use client";
import { useSession } from "next-auth/react";
import React, { type ReactNode, useEffect } from "react";
import { PostHogProvider } from "posthog-js/react";
import { PostHogProvider, useActiveFeatureFlags } from "posthog-js/react";
import posthog from "posthog-js";
import { env } from "~/env.mjs";
import { useRouter } from "next/router";
import { useAppStore } from "~/state/store";
// Make sure we're in the browser
const inBrowser = typeof window !== "undefined";
@@ -24,6 +25,14 @@ export const PosthogAppProvider = ({ children }: { children: ReactNode }) => {
};
}, [router.events]);
const setFeatureFlags = useAppStore((s) => s.featureFlags.setFeatureFlags);
const activeFlags = useActiveFeatureFlags();
useEffect(() => {
if (activeFlags) {
setFeatureFlags(activeFlags);
}
}, [activeFlags, setFeatureFlags]);
useEffect(() => {
if (env.NEXT_PUBLIC_POSTHOG_KEY && inBrowser && session && session.user) {
posthog.init(env.NEXT_PUBLIC_POSTHOG_KEY, {

203
pnpm-lock.yaml generated
View File

@@ -80,6 +80,9 @@ importers:
'@vercel/og':
specifier: ^0.5.9
version: 0.5.9
archiver:
specifier: ^6.0.0
version: 6.0.0
ast-types:
specifier: ^0.14.2
version: 0.14.2
@@ -233,6 +236,9 @@ importers:
socket.io-client:
specifier: ^4.7.1
version: 4.7.1
stream-buffers:
specifier: ^3.0.2
version: 3.0.2
superjson:
specifier: 1.12.2
version: 1.12.2
@@ -264,6 +270,9 @@ importers:
'@openapi-contrib/openapi-schema-to-json-schema':
specifier: ^4.0.5
version: 4.0.5
'@types/archiver':
specifier: ^5.3.2
version: 5.3.2
'@types/babel__core':
specifier: ^7.20.1
version: 7.20.1
@@ -312,6 +321,9 @@ importers:
'@types/react-syntax-highlighter':
specifier: ^15.5.7
version: 15.5.7
'@types/stream-buffers':
specifier: ^3.0.4
version: 3.0.4
'@types/uuid':
specifier: ^9.0.2
version: 9.0.2
@@ -2950,6 +2962,12 @@ packages:
resolution: {integrity: sha512-+Wt0NFAeflVSNiUnHIDNN3C8jP7XIRmYrcgJ6IsAnm0lK4p/FkpCpeu1aig5qxrgZx30PHNDLZ/3FttVSEW2aQ==}
dev: false
/@types/archiver@5.3.2:
resolution: {integrity: sha512-IctHreBuWE5dvBDz/0WeKtyVKVRs4h75IblxOACL92wU66v+HGAfEYAOyXkOFphvRJMhuXdI9huDXpX0FC6lCw==}
dependencies:
'@types/readdir-glob': 1.1.1
dev: true
/@types/babel__core@7.20.1:
resolution: {integrity: sha512-aACu/U/omhdk15O4Nfb+fHgH/z3QsfQzpnvRZhYhThms83ZnAOZz7zZAWO7mn2yyNQaA4xTO8GLK3uqFU4bYYw==}
dependencies:
@@ -3265,6 +3283,12 @@ packages:
'@types/scheduler': 0.16.3
csstype: 3.1.2
/@types/readdir-glob@1.1.1:
resolution: {integrity: sha512-ImM6TmoF8bgOwvehGviEj3tRdRBbQujr1N+0ypaln/GWjaerOB26jb93vsRHmdMtvVQZQebOlqt2HROark87mQ==}
dependencies:
'@types/node': 20.4.10
dev: true
/@types/request@2.48.8:
resolution: {integrity: sha512-whjk1EDJPcAR2kYHRbFl/lKeeKYTi05A15K9bnLInCVroNDCtXce57xKdI0/rQaA3K+6q0eFyUBPmqfSndUZdQ==}
dependencies:
@@ -3296,6 +3320,12 @@ packages:
'@types/node': 20.4.10
dev: true
/@types/stream-buffers@3.0.4:
resolution: {integrity: sha512-qU/K1tb2yUdhXkLIATzsIPwbtX6BpZk0l3dPW6xqWyhfzzM1ECaQ/8faEnu3CNraLiQ9LHyQQPBGp7N9Fbs25w==}
dependencies:
'@types/node': 20.4.10
dev: true
/@types/tough-cookie@4.0.2:
resolution: {integrity: sha512-Q5vtl1W5ue16D+nIaW8JWebSSraJVlK+EthKn7e7UcD4KWsaSJ8BqGPXNaPghgtcn/fhvrN17Tv8ksUsQpiplw==}
dev: false
@@ -3699,6 +3729,51 @@ packages:
picomatch: 2.3.1
dev: false
/archiver-utils@2.1.0:
resolution: {integrity: sha512-bEL/yUb/fNNiNTuUz979Z0Yg5L+LzLxGJz8x79lYmR54fmTIb6ob/hNQgkQnIUDWIFjZVQwl9Xs356I6BAMHfw==}
engines: {node: '>= 6'}
dependencies:
glob: 7.2.3
graceful-fs: 4.2.11
lazystream: 1.0.1
lodash.defaults: 4.2.0
lodash.difference: 4.5.0
lodash.flatten: 4.4.0
lodash.isplainobject: 4.0.6
lodash.union: 4.6.0
normalize-path: 3.0.0
readable-stream: 2.3.8
dev: false
/archiver-utils@3.0.3:
resolution: {integrity: sha512-fXzpEZTKgBJMWy0eUT0/332CAQnJ27OJd7sGcvNZzxS2Yzg7iITivMhXOm+zUTO4vT8ZqlPCqiaLPmB8qWhWRA==}
engines: {node: '>= 10'}
dependencies:
glob: 7.2.3
graceful-fs: 4.2.11
lazystream: 1.0.1
lodash.defaults: 4.2.0
lodash.difference: 4.5.0
lodash.flatten: 4.4.0
lodash.isplainobject: 4.0.6
lodash.union: 4.6.0
normalize-path: 3.0.0
readable-stream: 3.6.2
dev: false
/archiver@6.0.0:
resolution: {integrity: sha512-EPGa+bYaxaMiCT8DCbEDqFz8IjeBSExrJzyUOJx2FBkFJ/OZzJuso3lMSk901M50gMqXxTQcumlGajOFlXhVhw==}
engines: {node: '>= 12.0.0'}
dependencies:
archiver-utils: 3.0.3
async: 3.2.4
buffer-crc32: 0.2.13
readable-stream: 3.6.2
readdir-glob: 1.1.3
tar-stream: 2.2.0
zip-stream: 4.1.0
dev: false
/argparse@2.0.1:
resolution: {integrity: sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q==}
@@ -3837,6 +3912,10 @@ packages:
tslib: 2.6.1
dev: false
/async@3.2.4:
resolution: {integrity: sha512-iAB+JbDEGXhyIUavoDl9WP/Jj106Kz9DEn1DPgYw5ruDn0e3Wgi3sKFm55sASdGBNOQB8F59d9qQ7deqrHA8wQ==}
dev: false
/asynckit@0.4.0:
resolution: {integrity: sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==}
@@ -3956,6 +4035,14 @@ packages:
engines: {node: '>=8'}
dev: false
/bl@4.1.0:
resolution: {integrity: sha512-1W07cM9gS6DcLperZfFSj+bWLtaPGSOHWhPiGzXmvVJbRLdG82sH/Kn8EtW1VqWVA54AKf2h5k5BbnIbwF3h6w==}
dependencies:
buffer: 5.7.1
inherits: 2.0.4
readable-stream: 3.6.2
dev: false
/bluebird@3.7.2:
resolution: {integrity: sha512-XpNj6GDQzdfW+r2Wnn7xiSAd7TM3jzkxGXBGTtWKuSXv1xUV+azxAm8jdWZN06QTQk+2N2XB9jRDkvbmQmcRtg==}
dev: false
@@ -4008,6 +4095,10 @@ packages:
node-releases: 2.0.13
update-browserslist-db: 1.0.11(browserslist@4.21.10)
/buffer-crc32@0.2.13:
resolution: {integrity: sha512-VO9Ht/+p3SN7SKWqcrgEzjGbRSJYTx+Q1pTQC0wrWqHx0vpJraQ6GtHx8tvcg1rlK1byhU5gccxgOgj7B0TDkQ==}
dev: false
/buffer-from@0.1.2:
resolution: {integrity: sha512-RiWIenusJsmI2KcvqQABB83tLxCByE3upSP8QU3rJDMVFGPWLvPQJt/O1Su9moRWeH7d+Q2HYb68f6+v+tw2vg==}
dev: false
@@ -4020,6 +4111,13 @@ packages:
engines: {node: '>=4'}
dev: false
/buffer@5.7.1:
resolution: {integrity: sha512-EHcyIPBQ4BSGlvjB16k5KgAJ27CIsHY/2JBmCRReo48y9rQ3MaUzWX3KVlBa4U7MyX02HdVj0K7C3WaB3ju7FQ==}
dependencies:
base64-js: 1.5.1
ieee754: 1.2.1
dev: false
/busboy@1.6.0:
resolution: {integrity: sha512-8SFQbg/0hQ9xy3UNTB0YEnsNBbWfhf7RtnzpL7TkBiTBRfrQ9Fxcnz7VJsleJpyp6rVLvXiuORqjlHi5q+PYuA==}
engines: {node: '>=10.16.0'}
@@ -4246,6 +4344,16 @@ packages:
resolution: {integrity: sha512-W9pAhw0ja1Edb5GVdIF1mjZw/ASI0AlShXM83UUGe2DVr5TdAPEA1OA8m/g8zWp9x6On7gqufY+FatDbC3MDQg==}
dev: false
/compress-commons@4.1.1:
resolution: {integrity: sha512-QLdDLCKNV2dtoTorqgxngQCMA+gWXkM/Nwu7FpeBhk/RdkzimqC3jueb/FDmaZeXh+uby1jkBqE3xArsLBE5wQ==}
engines: {node: '>= 10'}
dependencies:
buffer-crc32: 0.2.13
crc32-stream: 4.0.2
normalize-path: 3.0.0
readable-stream: 3.6.2
dev: false
/compute-scroll-into-view@1.0.20:
resolution: {integrity: sha512-UCB0ioiyj8CRjtrvaceBLqqhZCVP+1B8+NWQhmdsm0VXOJtobBCf1dBQmebCCo34qZmUwZfIH2MZLqNHazrfjg==}
dev: false
@@ -4353,6 +4461,20 @@ packages:
yaml: 1.10.2
dev: false
/crc-32@1.2.2:
resolution: {integrity: sha512-ROmzCKrTnOwybPcJApAA6WBWij23HVfGVNKqqrZpuyZOHqK2CwHSvpGuyt/UNNvaIjEd8X5IFGp4Mh+Ie1IHJQ==}
engines: {node: '>=0.8'}
hasBin: true
dev: false
/crc32-stream@4.0.2:
resolution: {integrity: sha512-DxFZ/Hk473b/muq1VJ///PMNLj0ZMnzye9thBpmjpJKCc5eMgB95aK8zCGrGfQ90cWo561Te6HK9D+j4KPdM6w==}
engines: {node: '>= 10'}
dependencies:
crc-32: 1.2.2
readable-stream: 3.6.2
dev: false
/create-emotion@10.0.27:
resolution: {integrity: sha512-fIK73w82HPPn/RsAij7+Zt8eCE8SptcJ3WoRMfxMtjteYxud8GDTKKld7MYwAX2TVhrw29uR1N/bVGxeStHILg==}
dependencies:
@@ -4735,6 +4857,12 @@ packages:
iconv-lite: 0.6.3
dev: false
/end-of-stream@1.4.4:
resolution: {integrity: sha512-+uw1inIHVPQoaVuHzRyXd21icM+cnt4CzD5rW+NC1wjOUSTOs+Te7FOv7AhN7vS9x/oIyhLP5PR1H+phQAHu5Q==}
dependencies:
once: 1.4.0
dev: false
/engine.io-client@6.5.2:
resolution: {integrity: sha512-CQZqbrpEYnrpGqC07a9dJDz4gePZUgTPMU3NKJPSeQOyw27Tst4Pl3FemKoFGAlHzgZmKjoRmiJvbWfhCXUlIg==}
dependencies:
@@ -5577,6 +5705,10 @@ packages:
engines: {node: '>= 0.6'}
dev: false
/fs-constants@1.0.0:
resolution: {integrity: sha512-y6OAwoSIf7FyjMIv94u+b5rdheZEjzR63GTyZJm5qh4Bi+2YgwLCcI/fPFZkL5PSixOt6ZNKm+w+Hfp/Bciwow==}
dev: false
/fs-extra@11.1.1:
resolution: {integrity: sha512-MGIE4HOvQCeUCzmlHs0vXpih4ysz4wg9qiSAu6cd42lVwPbTM1TjV7RusoyQqMmk/95gdQZX72u+YW+c3eEpFQ==}
engines: {node: '>=14.14'}
@@ -5969,6 +6101,10 @@ packages:
safer-buffer: 2.1.2
dev: false
/ieee754@1.2.1:
resolution: {integrity: sha512-dcyqhDvX1C46lXZcVqCpK+FtMRQVdIMN6/Df5js2zouUsqG7I6sFxitIC+7KYK29KdXOLHdu9zL4sFnoVQnqaA==}
dev: false
/ignore@5.2.4:
resolution: {integrity: sha512-MAb38BcSbH0eHNBxn7ql2NH/kX33OkB3lZ1BNdh7ENeRChHTYsTvWrMubiIAMNS2llXEEgZ1MUOBtXChP3kaFQ==}
engines: {node: '>= 4'}
@@ -6434,6 +6570,13 @@ packages:
language-subtag-registry: 0.3.22
dev: true
/lazystream@1.0.1:
resolution: {integrity: sha512-b94GiNHQNy6JNTrt5w6zNyffMrNkXZb3KTkCZJb2V1xaEGCk093vkZ2jk3tpaeP33/OiXC+WvK9AxUebnf5nbw==}
engines: {node: '>= 0.6.3'}
dependencies:
readable-stream: 2.3.8
dev: false
/levn@0.4.1:
resolution: {integrity: sha512-+bT2uH4E5LGE7h/n3evcS/sQlJXCpIp6ym8OWJ5eV6+67Dsql/LaaT7qJBAt2rzfoa/5QBGBhxDix1dMt2kQKQ==}
engines: {node: '>= 0.8.0'}
@@ -6502,6 +6645,22 @@ packages:
resolution: {integrity: sha512-/u14pXGviLaweY5JI0IUzgzF2J6Ne8INyzAZjImcryjgkZ+ebruBxy2/JaOOkTqScddcYtakjhSaeemV8lR0tA==}
dev: false
/lodash.defaults@4.2.0:
resolution: {integrity: sha512-qjxPLHd3r5DnsdGacqOMU6pb/avJzdh9tFX2ymgoZE27BmjXrNy/y4LoaiTeAb+O3gL8AfpJGtqfX/ae2leYYQ==}
dev: false
/lodash.difference@4.5.0:
resolution: {integrity: sha512-dS2j+W26TQ7taQBGN8Lbbq04ssV3emRw4NY58WErlTO29pIqS0HmoT5aJ9+TUQ1N3G+JOZSji4eugsWwGp9yPA==}
dev: false
/lodash.flatten@4.4.0:
resolution: {integrity: sha512-C5N2Z3DgnnKr0LOpv/hKCgKdb7ZZwafIrsesve6lmzvZIRZRGaZ/l6Q8+2W7NaT+ZwO3fFlSCzCzrDCFdJfZ4g==}
dev: false
/lodash.isplainobject@4.0.6:
resolution: {integrity: sha512-oSXzaWypCMHkPC3NvBEaPHf0KsA5mvPrOPgQWDsbg8n7orZ290M0BmC/jgRZ4vcJ6DTAhjrsSYgdsW/F+MFOBA==}
dev: false
/lodash.merge@4.6.2:
resolution: {integrity: sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ==}
dev: true
@@ -6510,6 +6669,10 @@ packages:
resolution: {integrity: sha512-GK3g5RPZWTRSeLSpgP8Xhra+pnjBC56q9FZYe1d5RN3TJ35dbkGy3YqBSMbyCrlbi+CM9Z3Jk5yTL7RCsqboyQ==}
dev: false
/lodash.union@4.6.0:
resolution: {integrity: sha512-c4pB2CdGrGdjMKYLA+XiRDO7Y0PRQbm/Gzg8qMj+QH+pFVAoTp5sBpO0odL3FjoPCGjK96p6qsP+yQoiLoOBcw==}
dev: false
/lodash@4.17.21:
resolution: {integrity: sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==}
dev: false
@@ -7855,6 +8018,21 @@ packages:
util-deprecate: 1.0.2
dev: false
/readable-stream@3.6.2:
resolution: {integrity: sha512-9u/sniCrY3D5WdsERHzHE4G2YCXqoG5FTHUiCC4SIbr6XcLZBY05ya9EKjYek9O5xOAwjGq+1JdGBAS7Q9ScoA==}
engines: {node: '>= 6'}
dependencies:
inherits: 2.0.4
string_decoder: 1.1.1
util-deprecate: 1.0.2
dev: false
/readdir-glob@1.1.3:
resolution: {integrity: sha512-v05I2k7xN8zXvPD9N+z/uhXPaj0sUFCe2rcWZIpBsqxfP7xXFQ0tipAd/wjj1YxWyWtUS5IDJpOG82JKt2EAVA==}
dependencies:
minimatch: 5.1.6
dev: false
/readdirp@3.6.0:
resolution: {integrity: sha512-hOS089on8RduqdbhvQ5Z37A0ESjsqz6qnRcffsMU3495FuTdqSm+7bhJ29JvIOsBDEEnan5DPu9t3To9VRlMzA==}
engines: {node: '>=8.10.0'}
@@ -8310,6 +8488,11 @@ packages:
resolution: {integrity: sha512-Rz6yejtVyWnVjC1RFvNmYL10kgjC49EOghxWn0RFqlCHGFpQx+Xe7yW3I4ceK1SGrWIGMjD5Kbue8W/udkbMJg==}
dev: true
/stream-buffers@3.0.2:
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dependencies:
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end-of-stream: 1.4.4
fs-constants: 1.0.0
inherits: 2.0.4
readable-stream: 3.6.2
dev: false
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