From 1356759f48aceba7771911fb03b62566b707760f Mon Sep 17 00:00:00 2001
From: aries_ckt <916701291@qq.com>
Date: Mon, 18 Sep 2023 19:29:37 +0800
Subject: [PATCH 01/11] feat(model):llm manage
---
pilot/server/dbgpt_server.py | 2 +
pilot/server/llm_manage/api.py | 120 +++++++++++++++++++++
pilot/server/llm_manage/request/request.py | 28 +++++
3 files changed, 150 insertions(+)
create mode 100644 pilot/server/llm_manage/api.py
create mode 100644 pilot/server/llm_manage/request/request.py
diff --git a/pilot/server/dbgpt_server.py b/pilot/server/dbgpt_server.py
index d2307f06a..c2a510eaf 100644
--- a/pilot/server/dbgpt_server.py
+++ b/pilot/server/dbgpt_server.py
@@ -23,6 +23,7 @@
from fastapi.exceptions import RequestValidationError
from fastapi.middleware.cors import CORSMiddleware
from pilot.server.knowledge.api import router as knowledge_router
+from pilot.server.llm_manage.api import router as llm_manage_api
from pilot.openapi.api_v1.api_v1 import router as api_v1
@@ -71,6 +72,7 @@ def swagger_monkey_patch(*args, **kwargs):
app.include_router(api_v1, prefix="/api")
app.include_router(knowledge_router, prefix="/api")
app.include_router(api_editor_route_v1, prefix="/api")
+app.include_router(llm_manage_api, prefix="/api")
# app.include_router(api_v1)
app.include_router(knowledge_router)
diff --git a/pilot/server/llm_manage/api.py b/pilot/server/llm_manage/api.py
new file mode 100644
index 000000000..d68083940
--- /dev/null
+++ b/pilot/server/llm_manage/api.py
@@ -0,0 +1,120 @@
+
+from fastapi import APIRouter
+
+from pilot.componet import ComponetType
+from pilot.configs.config import Config
+from pilot.model.base import ModelInstance, WorkerApplyType
+
+from pilot.model.cluster import WorkerStartupRequest
+from pilot.openapi.api_view_model import Result
+
+from pilot.server.llm_manage.request.request import ModelResponse
+
+CFG = Config()
+router = APIRouter()
+
+
+@router.post("/controller/list")
+async def controller_list(request: ModelInstance):
+ print(f"/controller/list params:")
+ try:
+ CFG.LLM_MODEL = request.model_name
+ return Result.succ("success")
+
+ except Exception as e:
+ return Result.faild(code="E000X", msg=f"space list error {e}")
+
+
+@router.get("/v1/worker/model/list")
+async def model_list():
+ print(f"/worker/model/list")
+ try:
+ from pilot.model.cluster.controller.controller import BaseModelController
+
+ controller = CFG.SYSTEM_APP.get_componet(
+ ComponetType.MODEL_CONTROLLER, BaseModelController
+ )
+ responses = []
+ managers = await controller.get_all_instances(
+ model_name="WorkerManager@service", healthy_only=True
+ )
+ manager_map = dict(map(lambda manager: (manager.host, manager), managers))
+ models = await controller.get_all_instances()
+ for model in models:
+ worker_name, worker_type = model.model_name.split("@")
+ if worker_type == "llm" or worker_type == "text2vec":
+ response = ModelResponse(
+ model_name=worker_name,
+ model_type=worker_type,
+ host=model.host,
+ port=model.port,
+ healthy=model.healthy,
+ check_healthy=model.check_healthy,
+ last_heartbeat=model.last_heartbeat,
+ prompt_template=model.prompt_template,
+ )
+ response.manager_host = model.host if manager_map[model.host] else None
+ response.manager_port = (
+ manager_map[model.host].port if manager_map[model.host] else None
+ )
+ responses.append(response)
+ return Result.succ(responses)
+
+ except Exception as e:
+ return Result.faild(code="E000X", msg=f"space list error {e}")
+
+
+@router.post("/v1/worker/model/stop")
+async def model_start(request: WorkerStartupRequest):
+ print(f"/v1/worker/model/stop:")
+ try:
+ from pilot.model.cluster.controller.controller import BaseModelController
+
+ controller = CFG.SYSTEM_APP.get_componet(
+ ComponetType.MODEL_CONTROLLER, BaseModelController
+ )
+ instances = await controller.get_all_instances(model_name="WorkerManager@service", healthy_only=True)
+ worker_instance = None
+ for instance in instances:
+ if (
+ instance.host == request.host
+ and instance.port == request.port
+ ):
+ from pilot.model.cluster import ModelRegistryClient
+ from pilot.model.cluster import RemoteWorkerManager
+
+ registry = ModelRegistryClient(f"http://{request.host}:{request.port}")
+ worker_manager = RemoteWorkerManager(registry)
+ return Result.succ(await worker_manager.model_shutdown(request))
+ if not worker_instance:
+ return Result.faild(code="E000X", msg=f"can not find worker manager")
+ except Exception as e:
+ return Result.faild(code="E000X", msg=f"model stop failed {e}")
+
+
+@router.post("/v1/worker/model/start")
+async def model_start(request: WorkerStartupRequest):
+ print(f"/v1/worker/model/start:")
+ try:
+ from pilot.model.cluster.controller.controller import BaseModelController
+
+ controller = CFG.SYSTEM_APP.get_componet(
+ ComponetType.MODEL_CONTROLLER, BaseModelController
+ )
+ instances = await controller.get_all_instances(model_name="WorkerManager@service", healthy_only=True)
+ worker_instance = None
+ for instance in instances:
+ if (
+ instance.host == request.host
+ and instance.port == request.port
+ ):
+ from pilot.model.cluster import ModelRegistryClient
+ from pilot.model.cluster import RemoteWorkerManager
+
+ registry = ModelRegistryClient(f"http://{request.host}:{request.port}")
+ worker_manager = RemoteWorkerManager(registry)
+ return Result.succ(await worker_manager.model_startup(request))
+ if not worker_instance:
+ return Result.faild(code="E000X", msg=f"can not find worker manager")
+ except Exception as e:
+ return Result.faild(code="E000X", msg=f"model start failed {e}")
diff --git a/pilot/server/llm_manage/request/request.py b/pilot/server/llm_manage/request/request.py
new file mode 100644
index 000000000..e74f6768a
--- /dev/null
+++ b/pilot/server/llm_manage/request/request.py
@@ -0,0 +1,28 @@
+from dataclasses import dataclass
+
+
+@dataclass
+class ModelResponse:
+ """ModelRequest"""
+
+ """model_name: model_name"""
+ model_name: str = None
+ """model_type: model_type"""
+ model_type: str = None
+ """host: host"""
+ host: str = None
+ """port: port"""
+ port: int = None
+ """manager_host: manager_host"""
+ manager_host: str = None
+ """manager_port: manager_port"""
+ manager_port: int = None
+ """healthy: healthy"""
+ healthy: bool = True
+
+ """check_healthy: check_healthy"""
+ check_healthy: bool = True
+ prompt_template: str = None
+ last_heartbeat: str = None
+ stream_api: str = None
+ nostream_api: str = None
From 7edf7c9bbbc39b48777fb2bba489c94967f0b1d3 Mon Sep 17 00:00:00 2001
From: aries_ckt <916701291@qq.com>
Date: Tue, 19 Sep 2023 11:11:26 +0800
Subject: [PATCH 02/11] feat:add spark
---
pilot/connections/rdbms/conn_spark.py | 135 ++++++++++++++++++++++++++
1 file changed, 135 insertions(+)
create mode 100644 pilot/connections/rdbms/conn_spark.py
diff --git a/pilot/connections/rdbms/conn_spark.py b/pilot/connections/rdbms/conn_spark.py
new file mode 100644
index 000000000..4ea976f96
--- /dev/null
+++ b/pilot/connections/rdbms/conn_spark.py
@@ -0,0 +1,135 @@
+import re
+from typing import Optional, Any
+
+from pyspark import SQLContext
+from sqlalchemy import text
+
+from pilot.connections.rdbms.base import RDBMSDatabase
+from pyspark.sql import SparkSession, DataFrame
+
+from sqlalchemy import create_engine
+
+
+class SparkConnect:
+ """Connect Spark
+ Args:
+ Usage:
+ """
+
+ """db type"""
+ # db_type: str = "spark"
+ """db driver"""
+ driver: str = "spark"
+ """db dialect"""
+ # db_dialect: str = "spark"
+ def __init__(
+ self,
+ spark_session: Optional[SparkSession] = None,
+ ) -> None:
+ self.spark_session = spark_session or SparkSession.builder.appName("dbgpt").master("local[*]").config("spark.sql.catalogImplementation", "hive").getOrCreate()
+
+ def create_df(self, path)-> DataFrame:
+ """load path into spark"""
+ path = "/Users/chenketing/Downloads/Warehouse_and_Retail_Sales.csv"
+ return self.spark_session.read.csv(path)
+
+ def run(self, sql):
+ self.spark_session.sql(sql)
+ return sql.show()
+
+
+ def get_indexes(self, table_name):
+ """Get table indexes about specified table."""
+ return ""
+
+ def get_show_create_table(self, table_name):
+ """Get table show create table about specified table."""
+ session = self._db_sessions()
+ cursor = session.execute(text(f"SHOW CREATE TABLE {table_name}"))
+ ans = cursor.fetchall()
+ ans = ans[0][0]
+ ans = re.sub(r"\s*ENGINE\s*=\s*MergeTree\s*", " ", ans, flags=re.IGNORECASE)
+ ans = re.sub(
+ r"\s*DEFAULT\s*CHARSET\s*=\s*\w+\s*", " ", ans, flags=re.IGNORECASE
+ )
+ ans = re.sub(r"\s*SETTINGS\s*\s*\w+\s*", " ", ans, flags=re.IGNORECASE)
+ return ans
+
+ def get_fields(self, df: DataFrame):
+ """Get column fields about specified table."""
+ return "\n".join([f"{name}: {dtype}" for name, dtype in df.dtypes])
+
+ def get_users(self):
+ return []
+
+ def get_grants(self):
+ return []
+
+ def get_collation(self):
+ """Get collation."""
+ return "UTF-8"
+
+ def get_charset(self):
+ return "UTF-8"
+
+ def get_database_list(self):
+ return []
+
+ def get_database_names(self):
+ return []
+
+ def get_table_comments(self, db_name):
+ session = self._db_sessions()
+ cursor = session.execute(
+ text(
+ f"""SELECT table, comment FROM system.tables WHERE database = '{db_name}'""".format(
+ db_name
+ )
+ )
+ )
+ table_comments = cursor.fetchall()
+ return [
+ (table_comment[0], table_comment[1]) for table_comment in table_comments
+ ]
+
+
+if __name__ == "__main__":
+ # spark = SparkSession.builder \
+ # .appName("Spark-SQL and sqlalchemy") \
+ # .getOrCreate()
+ db_url = "spark://B-V0ECMD6R-0244.local:7077"
+ # engine = create_engine(db_url)
+ # engine = create_engine("sparksql:///?Server=127.0.0.1")
+ # sqlContext = SQLContext(spark)
+ # df = sqlContext.read.format("jdbc").option("url", db_url).option("dbtable",
+ # "person").option(
+ # "user", "username").option("password", "password").load()
+ spark = (
+ SparkSession.builder.appName("ckt")
+ .master("local[*]")
+ # .config("hive.metastore.uris", "thrift://localhost:9083")
+ # .config("spark.sql.warehouse.dir", "/Users/chenketing/myhive/")
+ .config("spark.sql.catalogImplementation", "hive")
+ .enableHiveSupport()
+ .getOrCreate()
+ )
+ # sqlContext.read.jdbc(url='jdbc:hive2://127.0.0.1:10000/default', table='pokes', properties=connProps)
+
+ # df = spark.read.format("jdbc").option("url", "jdbc:hive2://localhost:10000/dbgpt_test").option("dbtable", "dbgpt_test.dbgpt_table").option("driver", "org.apache.hive.jdbc.HiveDriver").load()
+
+ path = "/Users/chenketing/Downloads/Warehouse_and_Retail_Sales.csv"
+ df = spark.read.csv(path)
+ df.createOrReplaceTempView("warehouse1")
+ # df = spark.sql("show databases")
+ # spark.sql("CREATE TABLE IF NOT EXISTS default.db_test (id INT, name STRING)")
+ # df = spark.sql("DESC default.db_test")
+ # spark.sql("INSERT INTO default.db_test VALUES (1, 'Alice')")
+ # spark.sql("INSERT INTO default.db_test VALUES (2, 'Bob')")
+ # spark.sql("INSERT INTO default.db_test VALUES (3, 'Charlie')")
+ # df = spark.sql("select * from default.db_test")
+ print(spark.sql("SELECT * FROM warehouse1 limit 5").show())
+
+ # connection = engine.connect()
+
+ # 执行Spark SQL查询
+ # result = connection.execute("SELECT * FROM warehouse")
From eca313a60882e8e037e00bb6e848d0d95a09cb71 Mon Sep 17 00:00:00 2001
From: aries_ckt <916701291@qq.com>
Date: Tue, 19 Sep 2023 23:20:14 +0800
Subject: [PATCH 03/11] feat:llm manage
---
pilot/server/llm_manage/api.py | 50 +++++++++++++++++++++-------------
1 file changed, 31 insertions(+), 19 deletions(-)
diff --git a/pilot/server/llm_manage/api.py b/pilot/server/llm_manage/api.py
index be1957c14..037a711f0 100644
--- a/pilot/server/llm_manage/api.py
+++ b/pilot/server/llm_manage/api.py
@@ -1,11 +1,10 @@
-
from fastapi import APIRouter
from pilot.component import ComponentType
from pilot.configs.config import Config
from pilot.model.base import ModelInstance, WorkerApplyType
-from pilot.model.cluster import WorkerStartupRequest
+from pilot.model.cluster import WorkerStartupRequest, WorkerManager
from pilot.openapi.api_view_model import Result
from pilot.server.llm_manage.request.request import ModelResponse
@@ -14,15 +13,30 @@
router = APIRouter()
-@router.post("/controller/list")
-async def controller_list(request: ModelInstance):
- print(f"/controller/list params:")
+# @router.post("/controller/list")
+# async def controller_list(request: ModelInstance):
+# print(f"/controller/list params:")
+# try:
+# CFG.LLM_MODEL = request.model_name
+# return Result.succ("success")
+#
+# except Exception as e:
+# return Result.faild(code="E000X", msg=f"space list error {e}")
+@router.get("/v1/worker/model/params")
+async def model_params():
+ print(f"/worker/model/params")
try:
- CFG.LLM_MODEL = request.model_name
- return Result.succ("success")
-
+ from pilot.model.cluster import WorkerManagerFactory
+ worker_manager = CFG.SYSTEM_APP.get_component(
+ ComponentType.WORKER_MANAGER_FACTORY, WorkerManagerFactory
+ ).create()
+ return Result.succ(await worker_manager.supported_models())
+ if not worker_instance:
+ return Result.faild(code="E000X", msg=f"can not find worker manager")
except Exception as e:
- return Result.faild(code="E000X", msg=f"space list error {e}")
+ return Result.faild(code="E000X", msg=f"model stop failed {e}")
+
+
@router.get("/v1/worker/model/list")
@@ -73,13 +87,12 @@ async def model_start(request: WorkerStartupRequest):
controller = CFG.SYSTEM_APP.get_component(
ComponentType.MODEL_CONTROLLER, BaseModelController
)
- instances = await controller.get_all_instances(model_name="WorkerManager@service", healthy_only=True)
+ instances = await controller.get_all_instances(
+ model_name="WorkerManager@service", healthy_only=True
+ )
worker_instance = None
for instance in instances:
- if (
- instance.host == request.host
- and instance.port == request.port
- ):
+ if instance.host == request.host and instance.port == request.port:
from pilot.model.cluster import ModelRegistryClient
from pilot.model.cluster import RemoteWorkerManager
@@ -101,13 +114,12 @@ async def model_start(request: WorkerStartupRequest):
controller = CFG.SYSTEM_APP.get_component(
ComponentType.MODEL_CONTROLLER, BaseModelController
)
- instances = await controller.get_all_instances(model_name="WorkerManager@service", healthy_only=True)
+ instances = await controller.get_all_instances(
+ model_name="WorkerManager@service", healthy_only=True
+ )
worker_instance = None
for instance in instances:
- if (
- instance.host == request.host
- and instance.port == request.port
- ):
+ if instance.host == request.host and instance.port == request.port:
from pilot.model.cluster import ModelRegistryClient
from pilot.model.cluster import RemoteWorkerManager
From 823c38c81b47dbfea8365d3b7667e3c0bfe1edc3 Mon Sep 17 00:00:00 2001
From: aries_ckt <916701291@qq.com>
Date: Wed, 20 Sep 2023 10:06:09 +0800
Subject: [PATCH 04/11] feat:llm manage
---
pilot/server/llm_manage/api.py | 9 ---------
1 file changed, 9 deletions(-)
diff --git a/pilot/server/llm_manage/api.py b/pilot/server/llm_manage/api.py
index 037a711f0..e1b45282c 100644
--- a/pilot/server/llm_manage/api.py
+++ b/pilot/server/llm_manage/api.py
@@ -13,15 +13,6 @@
router = APIRouter()
-# @router.post("/controller/list")
-# async def controller_list(request: ModelInstance):
-# print(f"/controller/list params:")
-# try:
-# CFG.LLM_MODEL = request.model_name
-# return Result.succ("success")
-#
-# except Exception as e:
-# return Result.faild(code="E000X", msg=f"space list error {e}")
@router.get("/v1/worker/model/params")
async def model_params():
print(f"/worker/model/params")
From f3caba7d7227faa9222944c8a632a90f949dab43 Mon Sep 17 00:00:00 2001
From: aries_ckt <916701291@qq.com>
Date: Wed, 20 Sep 2023 20:22:14 +0800
Subject: [PATCH 05/11] feat:update params
---
pilot/connections/conn_spark.py | 123 ++++++++++++++++++++++++
pilot/connections/rdbms/conn_spark.py | 132 --------------------------
pilot/server/llm_manage/api.py | 18 +++-
3 files changed, 136 insertions(+), 137 deletions(-)
create mode 100644 pilot/connections/conn_spark.py
delete mode 100644 pilot/connections/rdbms/conn_spark.py
diff --git a/pilot/connections/conn_spark.py b/pilot/connections/conn_spark.py
new file mode 100644
index 000000000..ac404f5c9
--- /dev/null
+++ b/pilot/connections/conn_spark.py
@@ -0,0 +1,123 @@
+from typing import Optional, Any
+from pyspark.sql import SparkSession, DataFrame
+from sqlalchemy import text
+
+from pilot.connections.base import BaseConnect
+
+
+class SparkConnect(BaseConnect):
+ """Spark Connect
+ Args:
+ Usage:
+ """
+
+ """db type"""
+ db_type: str = "spark"
+ """db driver"""
+ driver: str = "spark"
+ """db dialect"""
+ dialect: str = "sparksql"
+
+ def __init__(
+ self,
+ file_path: str,
+ spark_session: Optional[SparkSession] = None,
+ engine_args: Optional[dict]= None,
+ **kwargs: Any
+ ) -> None:
+ """Initialize the Spark DataFrame from Datasource path
+ return: Spark DataFrame
+ """
+ self.spark_session = (
+ spark_session or SparkSession.builder.appName("dbgpt").getOrCreate()
+ )
+ self.path = file_path
+ self.table_name = "temp"
+ self.df = self.create_df(self.path)
+
+ @classmethod
+ def from_file_path(
+ cls, file_path: str, engine_args: Optional[dict] = None, **kwargs: Any
+ ):
+ try:
+ return cls(file_path=file_path, engine_args=engine_args)
+
+ except Exception as e:
+ print("load spark datasource error" + str(e))
+
+ def create_df(self, path) -> DataFrame:
+ """Create a Spark DataFrame from Datasource path
+ return: Spark DataFrame
+ """
+ return self.spark_session.read.option("header", "true").csv(path)
+
+ def run(self, sql):
+ # self.log(f"llm ingestion sql query is :\n{sql}")
+ # self.df = self.create_df(self.path)
+ self.df.createOrReplaceTempView(self.table_name)
+ df = self.spark_session.sql(sql)
+ first_row = df.first()
+ rows = [first_row.asDict().keys()]
+ for row in df.collect():
+ rows.append(row)
+ return rows
+
+ def query_ex(self, sql):
+ rows = self.run(sql)
+ field_names = rows[0]
+ return field_names, rows
+
+ def get_indexes(self, table_name):
+ """Get table indexes about specified table."""
+ return ""
+
+ def get_show_create_table(self, table_name):
+ """Get table show create table about specified table."""
+
+ return "ans"
+
+ def get_fields(self):
+ """Get column meta about dataframe."""
+ return ",".join([f"({name}: {dtype})" for name, dtype in self.df.dtypes])
+
+ def get_users(self):
+ return []
+
+ def get_grants(self):
+ return []
+
+ def get_collation(self):
+ """Get collation."""
+ return "UTF-8"
+
+ def get_charset(self):
+ return "UTF-8"
+
+ def get_db_list(self):
+ return ["default"]
+
+ def get_db_names(self):
+ return ["default"]
+
+ def get_database_list(self):
+ return []
+
+ def get_database_names(self):
+ return []
+
+ def table_simple_info(self):
+ return f"{self.table_name}{self.get_fields()}"
+
+ def get_table_comments(self, db_name):
+ session = self._db_sessions()
+ cursor = session.execute(
+ text(
+ f"""SELECT table, comment FROM system.tables WHERE database = '{db_name}'""".format(
+ db_name
+ )
+ )
+ )
+ table_comments = cursor.fetchall()
+ return [
+ (table_comment[0], table_comment[1]) for table_comment in table_comments
+ ]
diff --git a/pilot/connections/rdbms/conn_spark.py b/pilot/connections/rdbms/conn_spark.py
deleted file mode 100644
index aca5f9f4a..000000000
--- a/pilot/connections/rdbms/conn_spark.py
+++ /dev/null
@@ -1,132 +0,0 @@
-import re
-from typing import Optional, Any
-
-from sqlalchemy import text
-
-from pyspark.sql import SparkSession, DataFrame
-
-
-
-class SparkConnect:
- """Connect Spark
- Args:
- Usage:
- """
-
- """db type"""
- # db_type: str = "spark"
- """db driver"""
- driver: str = "spark"
- """db dialect"""
- # db_dialect: str = "spark"
- def __init__(
- self,
- spark_session: Optional[SparkSession] = None,
- ) -> None:
- self.spark_session = spark_session or SparkSession.builder.appName("dbgpt").master("local[*]").config("spark.sql.catalogImplementation", "hive").getOrCreate()
-
- def create_df(self, path)-> DataFrame:
- """load path into spark"""
- path = "/Users/chenketing/Downloads/Warehouse_and_Retail_Sales.csv"
- return self.spark_session.read.csv(path)
-
- def run(self, sql):
- self.spark_session.sql(sql)
- return sql.show()
-
-
- def get_indexes(self, table_name):
- """Get table indexes about specified table."""
- return ""
-
- def get_show_create_table(self, table_name):
- """Get table show create table about specified table."""
- session = self._db_sessions()
- cursor = session.execute(text(f"SHOW CREATE TABLE {table_name}"))
- ans = cursor.fetchall()
- ans = ans[0][0]
- ans = re.sub(r"\s*ENGINE\s*=\s*MergeTree\s*", " ", ans, flags=re.IGNORECASE)
- ans = re.sub(
- r"\s*DEFAULT\s*CHARSET\s*=\s*\w+\s*", " ", ans, flags=re.IGNORECASE
- )
- ans = re.sub(r"\s*SETTINGS\s*\s*\w+\s*", " ", ans, flags=re.IGNORECASE)
- return ans
-
- def get_fields(self, df: DataFrame):
- """Get column fields about specified table."""
- return "\n".join([f"{name}: {dtype}" for name, dtype in df.dtypes])
-
- def get_users(self):
- return []
-
- def get_grants(self):
- return []
-
- def get_collation(self):
- """Get collation."""
- return "UTF-8"
-
- def get_charset(self):
- return "UTF-8"
-
- def get_database_list(self):
- return []
-
- def get_database_names(self):
- return []
-
- def get_table_comments(self, db_name):
- session = self._db_sessions()
- cursor = session.execute(
- text(
- f"""SELECT table, comment FROM system.tables WHERE database = '{db_name}'""".format(
- db_name
- )
- )
- )
- table_comments = cursor.fetchall()
- return [
- (table_comment[0], table_comment[1]) for table_comment in table_comments
- ]
-
-
-if __name__ == "__main__":
- # spark = SparkSession.builder \
- # .appName("Spark-SQL and sqlalchemy") \
- # .getOrCreate()
- db_url = "spark://B-V0ECMD6R-0244.local:7077"
- # engine = create_engine(db_url)
- # engine = create_engine("sparksql:///?Server=127.0.0.1")
- # sqlContext = SQLContext(spark)
- # df = sqlContext.read.format("jdbc").option("url", db_url).option("dbtable",
- # "person").option(
- # "user", "username").option("password", "password").load()
- spark = (
- SparkSession.builder.appName("ckt")
- .master("local[*]")
- # .config("hive.metastore.uris", "thrift://localhost:9083")
- # .config("spark.sql.warehouse.dir", "/Users/chenketing/myhive/")
- .config("spark.sql.catalogImplementation", "hive")
- .enableHiveSupport()
- .getOrCreate()
- )
- # sqlContext.read.jdbc(url='jdbc:hive2://127.0.0.1:10000/default', table='pokes', properties=connProps)
-
- # df = spark.read.format("jdbc").option("url", "jdbc:hive2://localhost:10000/dbgpt_test").option("dbtable", "dbgpt_test.dbgpt_table").option("driver", "org.apache.hive.jdbc.HiveDriver").load()
-
- path = "/Users/chenketing/Downloads/Warehouse_and_Retail_Sales.csv"
- df = spark.read.csv(path)
- df.createOrReplaceTempView("warehouse1")
- # df = spark.sql("show databases")
- # spark.sql("CREATE TABLE IF NOT EXISTS default.db_test (id INT, name STRING)")
- # df = spark.sql("DESC default.db_test")
- # spark.sql("INSERT INTO default.db_test VALUES (1, 'Alice')")
- # spark.sql("INSERT INTO default.db_test VALUES (2, 'Bob')")
- # spark.sql("INSERT INTO default.db_test VALUES (3, 'Charlie')")
- # df = spark.sql("select * from default.db_test")
- print(spark.sql("SELECT * FROM warehouse1 limit 5").show())
-
- # connection = engine.connect()
-
- # 执行Spark SQL查询
- # result = connection.execute("SELECT * FROM warehouse")
diff --git a/pilot/server/llm_manage/api.py b/pilot/server/llm_manage/api.py
index e1b45282c..4c0adeabc 100644
--- a/pilot/server/llm_manage/api.py
+++ b/pilot/server/llm_manage/api.py
@@ -1,10 +1,11 @@
+from typing import List
+
from fastapi import APIRouter
from pilot.component import ComponentType
from pilot.configs.config import Config
-from pilot.model.base import ModelInstance, WorkerApplyType
-from pilot.model.cluster import WorkerStartupRequest, WorkerManager
+from pilot.model.cluster import WorkerStartupRequest
from pilot.openapi.api_view_model import Result
from pilot.server.llm_manage.request.request import ModelResponse
@@ -21,15 +22,21 @@ async def model_params():
worker_manager = CFG.SYSTEM_APP.get_component(
ComponentType.WORKER_MANAGER_FACTORY, WorkerManagerFactory
).create()
- return Result.succ(await worker_manager.supported_models())
+ params = []
+ workers = await worker_manager.supported_models()
+ for worker in workers:
+ for model in worker.models:
+ model_dict = model.__dict__
+ model_dict["host"] = worker.host
+ model_dict["port"] = worker.port
+ params.append(model_dict)
+ return Result.succ(params)
if not worker_instance:
return Result.faild(code="E000X", msg=f"can not find worker manager")
except Exception as e:
return Result.faild(code="E000X", msg=f"model stop failed {e}")
-
-
@router.get("/v1/worker/model/list")
async def model_list():
print(f"/worker/model/list")
@@ -81,6 +88,7 @@ async def model_start(request: WorkerStartupRequest):
instances = await controller.get_all_instances(
model_name="WorkerManager@service", healthy_only=True
)
+ request.params = {}
worker_instance = None
for instance in instances:
if instance.host == request.host and instance.port == request.port:
From ef2884d1adbd8fc41d811b168fcf239af5f23409 Mon Sep 17 00:00:00 2001
From: aries_ckt <916701291@qq.com>
Date: Thu, 21 Sep 2023 15:29:09 +0800
Subject: [PATCH 06/11] feat(web):model manage web files
---
pilot/server/static/404.html | 2 +-
pilot/server/static/404/index.html | 2 +-
.../Clvh0WeruLnnmiRZQH52D/_buildManifest.js | 1 +
.../_ssgManifest.js | 0
.../_BY-cQzLf2lL8o4uTsVNy/_buildManifest.js | 1 -
.../static/chunks/147-1c86c44f1f0eb632.js | 7 ++++
.../static/chunks/184-0a4f2ea3f379be28.js | 17 ++++++++
...c25d5f1d69a.js => 262.f73053d6a638bfdf.js} | 2 +-
.../static/chunks/305.46bd8fe7becf4074.js | 10 -----
...f8547fff0eaf.js => 34-cd5c494fe56733f7.js} | 4 +-
.../static/chunks/455-5c8f2c8bda9b4b83.js | 30 --------------
.../static/chunks/455-ca34b6460502160b.js | 30 ++++++++++++++
...cd0c5a600fb.js => 582.7e428951c1570e73.js} | 2 +-
.../static/chunks/631-b73b692b8c702e06.js | 23 +++++++++++
.../static/chunks/716.697209723067c9aa.js | 10 +++++
...7ee2dd885405.js => 79.36d62d58572d54c1.js} | 2 +-
.../static/chunks/847-4335b5938375e331.js | 39 ------------------
...caf45d578a.js => _app-2863ac11671feb6d.js} | 20 ++++-----
...18f61cb676.js => chat-2df8214a2d24741c.js} | 2 +-
.../chunks/pages/database-ddf0a72485646c52.js | 1 -
.../chunks/pages/database-ebf51747fd365187.js | 1 +
...9617f.js => documents-20cfa4fca7908a8d.js} | 2 +-
.../chunks/pages/index-899dec6259d37a62.js | 1 +
.../chunks/pages/index-d5aba6bbbc1d8aaa.js | 1 -
.../chunks/pages/models-6bf3fa5926fa1442.js | 1 +
...24a46cf.js => webpack-cddd00b357d208f4.js} | 2 +-
.../_next/static/css/319e16dd59ffd1d7.css | 3 --
.../_next/static/css/967d771b558e8335.css | 3 ++
pilot/server/static/chat/index.html | 2 +-
pilot/server/static/database/index.html | 2 +-
.../datastores/documents/chunklist/index.html | 2 +-
.../static/datastores/documents/index.html | 2 +-
pilot/server/static/datastores/index.html | 2 +-
pilot/server/static/icons/spark.png | Bin 0 -> 12249 bytes
pilot/server/static/index.html | 2 +-
pilot/server/static/models/index.html | 1 +
pilot/server/static/models/internlm.png | Bin 0 -> 4919 bytes
37 files changed, 121 insertions(+), 111 deletions(-)
create mode 100644 pilot/server/static/_next/static/Clvh0WeruLnnmiRZQH52D/_buildManifest.js
rename pilot/server/static/_next/static/{_BY-cQzLf2lL8o4uTsVNy => Clvh0WeruLnnmiRZQH52D}/_ssgManifest.js (100%)
delete mode 100644 pilot/server/static/_next/static/_BY-cQzLf2lL8o4uTsVNy/_buildManifest.js
create mode 100644 pilot/server/static/_next/static/chunks/147-1c86c44f1f0eb632.js
create mode 100644 pilot/server/static/_next/static/chunks/184-0a4f2ea3f379be28.js
rename pilot/server/static/_next/static/chunks/{262.02ff1c25d5f1d69a.js => 262.f73053d6a638bfdf.js} (99%)
delete mode 100644 pilot/server/static/_next/static/chunks/305.46bd8fe7becf4074.js
rename pilot/server/static/_next/static/chunks/{34-4756f8547fff0eaf.js => 34-cd5c494fe56733f7.js} (90%)
delete mode 100644 pilot/server/static/_next/static/chunks/455-5c8f2c8bda9b4b83.js
create mode 100644 pilot/server/static/_next/static/chunks/455-ca34b6460502160b.js
rename pilot/server/static/_next/static/chunks/{582.2bbf0cd0c5a600fb.js => 582.7e428951c1570e73.js} (98%)
create mode 100644 pilot/server/static/_next/static/chunks/631-b73b692b8c702e06.js
create mode 100644 pilot/server/static/_next/static/chunks/716.697209723067c9aa.js
rename pilot/server/static/_next/static/chunks/{79.e75d7ee2dd885405.js => 79.36d62d58572d54c1.js} (63%)
delete mode 100644 pilot/server/static/_next/static/chunks/847-4335b5938375e331.js
rename pilot/server/static/_next/static/chunks/pages/{_app-edeed3caf45d578a.js => _app-2863ac11671feb6d.js} (72%)
rename pilot/server/static/_next/static/chunks/pages/{chat-a9adfc18f61cb676.js => chat-2df8214a2d24741c.js} (96%)
delete mode 100644 pilot/server/static/_next/static/chunks/pages/database-ddf0a72485646c52.js
create mode 100644 pilot/server/static/_next/static/chunks/pages/database-ebf51747fd365187.js
rename pilot/server/static/_next/static/chunks/pages/datastores/{documents-7312ed2d9409617f.js => documents-20cfa4fca7908a8d.js} (99%)
create mode 100644 pilot/server/static/_next/static/chunks/pages/index-899dec6259d37a62.js
delete mode 100644 pilot/server/static/_next/static/chunks/pages/index-d5aba6bbbc1d8aaa.js
create mode 100644 pilot/server/static/_next/static/chunks/pages/models-6bf3fa5926fa1442.js
rename pilot/server/static/_next/static/chunks/{webpack-e39fb0ddb24a46cf.js => webpack-cddd00b357d208f4.js} (56%)
delete mode 100644 pilot/server/static/_next/static/css/319e16dd59ffd1d7.css
create mode 100644 pilot/server/static/_next/static/css/967d771b558e8335.css
create mode 100644 pilot/server/static/icons/spark.png
create mode 100644 pilot/server/static/models/index.html
create mode 100644 pilot/server/static/models/internlm.png
diff --git a/pilot/server/static/404.html b/pilot/server/static/404.html
index f1dd24a99..7ce339d9c 100644
--- a/pilot/server/static/404.html
+++ b/pilot/server/static/404.html
@@ -1 +1 @@
-
404: This page could not be found 404
This page could not be found.
\ No newline at end of file
+404: This page could not be found 404
This page could not be found.
\ No newline at end of file
diff --git a/pilot/server/static/404/index.html b/pilot/server/static/404/index.html
index f1dd24a99..7ce339d9c 100644
--- a/pilot/server/static/404/index.html
+++ b/pilot/server/static/404/index.html
@@ -1 +1 @@
-404: This page could not be found 404
This page could not be found.
\ No newline at end of file
+404: This page could not be found 404
This page could not be found.
\ No newline at end of file
diff --git a/pilot/server/static/_next/static/Clvh0WeruLnnmiRZQH52D/_buildManifest.js b/pilot/server/static/_next/static/Clvh0WeruLnnmiRZQH52D/_buildManifest.js
new file mode 100644
index 000000000..068ccd998
--- /dev/null
+++ b/pilot/server/static/_next/static/Clvh0WeruLnnmiRZQH52D/_buildManifest.js
@@ -0,0 +1 @@
+self.__BUILD_MANIFEST=function(s,a,c,t,e,d,f,n,u,i,h,b,k,j,r){return{__rewrites:{beforeFiles:[],afterFiles:[],fallback:[]},"/":[d,t,"static/chunks/707-109d4fec9e26030d.js","static/chunks/pages/index-899dec6259d37a62.js"],"/_error":["static/chunks/pages/_error-dee72aff9b2e2c12.js"],"/chat":["static/chunks/pages/chat-2df8214a2d24741c.js"],"/database":[s,a,c,f,n,u,"static/chunks/184-0a4f2ea3f379be28.js","static/chunks/pages/database-ebf51747fd365187.js"],"/datastores":[e,s,i,t,h,b,"static/chunks/241-4117dd68a591b7fa.js","static/chunks/pages/datastores-4fb48131988df037.js"],"/datastores/documents":[e,k,s,a,c,i,t,f,h,j,r,b,"static/chunks/749-f876c99e30a851b8.js","static/chunks/pages/datastores/documents-20cfa4fca7908a8d.js"],"/datastores/documents/chunklist":[e,s,a,c,j,r,"static/chunks/pages/datastores/documents/chunklist-4ae606926d192018.js"],"/models":[k,s,a,c,d,n,u,"static/chunks/147-1c86c44f1f0eb632.js","static/chunks/pages/models-6bf3fa5926fa1442.js"],sortedPages:["/","/_app","/_error","/chat","/database","/datastores","/datastores/documents","/datastores/documents/chunklist","/models"]}}("static/chunks/566-31b5bf29f3e84615.js","static/chunks/902-c56acea399c45e57.js","static/chunks/455-ca34b6460502160b.js","static/chunks/913-b5bc9815149e2ad5.js","static/chunks/29107295-90b90cb30c825230.js","static/chunks/66-791bb03098dc9265.js","static/chunks/625-63aa85328eed0b3e.js","static/chunks/46-2a716444a56f6f08.js","static/chunks/631-b73b692b8c702e06.js","static/chunks/556-26ffce13383f774a.js","static/chunks/939-126a01b0d827f3b4.js","static/chunks/589-8dfb35868cafc00b.js","static/chunks/75fc9c18-a784766a129ec5fb.js","static/chunks/289-06c0d9f538f77a71.js","static/chunks/34-cd5c494fe56733f7.js"),self.__BUILD_MANIFEST_CB&&self.__BUILD_MANIFEST_CB();
\ No newline at end of file
diff --git a/pilot/server/static/_next/static/_BY-cQzLf2lL8o4uTsVNy/_ssgManifest.js b/pilot/server/static/_next/static/Clvh0WeruLnnmiRZQH52D/_ssgManifest.js
similarity index 100%
rename from pilot/server/static/_next/static/_BY-cQzLf2lL8o4uTsVNy/_ssgManifest.js
rename to pilot/server/static/_next/static/Clvh0WeruLnnmiRZQH52D/_ssgManifest.js
diff --git a/pilot/server/static/_next/static/_BY-cQzLf2lL8o4uTsVNy/_buildManifest.js b/pilot/server/static/_next/static/_BY-cQzLf2lL8o4uTsVNy/_buildManifest.js
deleted file mode 100644
index 62ea9d74e..000000000
--- a/pilot/server/static/_next/static/_BY-cQzLf2lL8o4uTsVNy/_buildManifest.js
+++ /dev/null
@@ -1 +0,0 @@
-self.__BUILD_MANIFEST=function(s,a,t,c,e,d,f,n,u,i,b){return{__rewrites:{beforeFiles:[],afterFiles:[],fallback:[]},"/":[a,"static/chunks/66-791bb03098dc9265.js","static/chunks/707-109d4fec9e26030d.js","static/chunks/pages/index-d5aba6bbbc1d8aaa.js"],"/_error":["static/chunks/pages/_error-dee72aff9b2e2c12.js"],"/chat":["static/chunks/pages/chat-a9adfc18f61cb676.js"],"/database":[s,t,d,c,"static/chunks/46-2a716444a56f6f08.js","static/chunks/847-4335b5938375e331.js","static/chunks/pages/database-ddf0a72485646c52.js"],"/datastores":[e,s,f,a,n,u,"static/chunks/241-4117dd68a591b7fa.js","static/chunks/pages/datastores-4fb48131988df037.js"],"/datastores/documents":[e,"static/chunks/75fc9c18-a784766a129ec5fb.js",s,f,t,a,d,c,n,i,b,u,"static/chunks/749-f876c99e30a851b8.js","static/chunks/pages/datastores/documents-7312ed2d9409617f.js"],"/datastores/documents/chunklist":[e,s,t,c,i,b,"static/chunks/pages/datastores/documents/chunklist-4ae606926d192018.js"],sortedPages:["/","/_app","/_error","/chat","/database","/datastores","/datastores/documents","/datastores/documents/chunklist"]}}("static/chunks/566-31b5bf29f3e84615.js","static/chunks/913-b5bc9815149e2ad5.js","static/chunks/902-c56acea399c45e57.js","static/chunks/455-5c8f2c8bda9b4b83.js","static/chunks/29107295-90b90cb30c825230.js","static/chunks/625-63aa85328eed0b3e.js","static/chunks/556-26ffce13383f774a.js","static/chunks/939-126a01b0d827f3b4.js","static/chunks/589-8dfb35868cafc00b.js","static/chunks/289-06c0d9f538f77a71.js","static/chunks/34-4756f8547fff0eaf.js"),self.__BUILD_MANIFEST_CB&&self.__BUILD_MANIFEST_CB();
\ No newline at end of file
diff --git a/pilot/server/static/_next/static/chunks/147-1c86c44f1f0eb632.js b/pilot/server/static/_next/static/chunks/147-1c86c44f1f0eb632.js
new file mode 100644
index 000000000..552ef1f2e
--- /dev/null
+++ b/pilot/server/static/_next/static/chunks/147-1c86c44f1f0eb632.js
@@ -0,0 +1,7 @@
+"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E||[]).push([[147],{22624:function(e,t,r){var n=r(64836);t.Z=void 0;var o=n(r(64938)),a=r(85893),l=(0,o.default)([(0,a.jsx)("circle",{cx:"15.5",cy:"9.5",r:"1.5"},"0"),(0,a.jsx)("circle",{cx:"8.5",cy:"9.5",r:"1.5"},"1"),(0,a.jsx)("circle",{cx:"15.5",cy:"9.5",r:"1.5"},"2"),(0,a.jsx)("circle",{cx:"8.5",cy:"9.5",r:"1.5"},"3"),(0,a.jsx)("path",{d:"M11.99 2C6.47 2 2 6.48 2 12s4.47 10 9.99 10C17.52 22 22 17.52 22 12S17.52 2 11.99 2zM12 20c-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8-3.58 8-8 8zm0-2.5c2.33 0 4.32-1.45 5.12-3.5h-1.67c-.69 1.19-1.97 2-3.45 2s-2.75-.81-3.45-2H6.88c.8 2.05 2.79 3.5 5.12 3.5z"},"4")],"SentimentSatisfiedAlt");t.Z=l},49769:function(e,t,r){var n=r(64836);t.Z=void 0;var o=n(r(64938)),a=r(85893),l=(0,o.default)([(0,a.jsx)("circle",{cx:"15.5",cy:"9.5",r:"1.5"},"0"),(0,a.jsx)("circle",{cx:"8.5",cy:"9.5",r:"1.5"},"1"),(0,a.jsx)("path",{d:"M11.99 2C6.47 2 2 6.48 2 12s4.47 10 9.99 10C17.52 22 22 17.52 22 12S17.52 2 11.99 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new file mode 100644
index 000000000..20aa19670
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diff --git a/pilot/server/static/_next/static/chunks/262.02ff1c25d5f1d69a.js b/pilot/server/static/_next/static/chunks/262.f73053d6a638bfdf.js
similarity index 99%
rename from pilot/server/static/_next/static/chunks/262.02ff1c25d5f1d69a.js
rename to pilot/server/static/_next/static/chunks/262.f73053d6a638bfdf.js
index d21ee762f..bb8f65b9a 100644
--- a/pilot/server/static/_next/static/chunks/262.02ff1c25d5f1d69a.js
+++ b/pilot/server/static/_next/static/chunks/262.f73053d6a638bfdf.js
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diff --git a/pilot/server/static/_next/static/chunks/34-4756f8547fff0eaf.js b/pilot/server/static/_next/static/chunks/34-cd5c494fe56733f7.js
similarity index 90%
rename from pilot/server/static/_next/static/chunks/34-4756f8547fff0eaf.js
rename to pilot/server/static/_next/static/chunks/34-cd5c494fe56733f7.js
index 7fa2e3886..388acdb76 100644
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deleted file mode 100644
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diff --git a/pilot/server/static/_next/static/chunks/455-ca34b6460502160b.js b/pilot/server/static/_next/static/chunks/455-ca34b6460502160b.js
new file mode 100644
index 000000000..1deeee5c3
--- /dev/null
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diff --git a/pilot/server/static/_next/static/chunks/582.2bbf0cd0c5a600fb.js b/pilot/server/static/_next/static/chunks/582.7e428951c1570e73.js
similarity index 98%
rename from pilot/server/static/_next/static/chunks/582.2bbf0cd0c5a600fb.js
rename to pilot/server/static/_next/static/chunks/582.7e428951c1570e73.js
index 538ed3a3e..75bd76150 100644
--- a/pilot/server/static/_next/static/chunks/582.2bbf0cd0c5a600fb.js
+++ b/pilot/server/static/_next/static/chunks/582.7e428951c1570e73.js
@@ -1 +1 @@
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new file mode 100644
index 000000000..6b2ea5cf4
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rename from pilot/server/static/_next/static/chunks/79.e75d7ee2dd885405.js
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diff --git a/pilot/server/static/_next/static/chunks/pages/_app-edeed3caf45d578a.js b/pilot/server/static/_next/static/chunks/pages/_app-2863ac11671feb6d.js
similarity index 72%
rename from pilot/server/static/_next/static/chunks/pages/_app-edeed3caf45d578a.js
rename to pilot/server/static/_next/static/chunks/pages/_app-2863ac11671feb6d.js
index c36e57354..446f8e269 100644
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eX=[{lngs:["ach","ak","am","arn","br","fil","gun","ln","mfe","mg","mi","oc","pt","pt-BR","tg","tl","ti","tr","uz","wa"],nr:[1,2],fc:1},{lngs:["af","an","ast","az","bg","bn","ca","da","de","dev","el","en","eo","es","et","eu","fi","fo","fur","fy","gl","gu","ha","hi","hu","hy","ia","it","kk","kn","ku","lb","mai","ml","mn","mr","nah","nap","nb","ne","nl","nn","no","nso","pa","pap","pms","ps","pt-PT","rm","sco","se","si","so","son","sq","sv","sw","ta","te","tk","ur","yo"],nr:[1,2],fc:2},{lngs:["ay","bo","cgg","fa","ht","id","ja","jbo","ka","km","ko","ky","lo","ms","sah","su","th","tt","ug","vi","wo","zh"],nr:[1],fc:3},{lngs:["be","bs","cnr","dz","hr","ru","sr","uk"],nr:[1,2,5],fc:4},{lngs:["ar"],nr:[0,1,2,3,11,100],fc:5},{lngs:["cs","sk"],nr:[1,2,5],fc:6},{lngs:["csb","pl"],nr:[1,2,5],fc:7},{lngs:["cy"],nr:[1,2,3,8],fc:8},{lngs:["fr"],nr:[1,2],fc:9},{lngs:["ga"],nr:[1,2,3,7,11],fc:10},{lngs:["gd"],nr:[1,2,3,20],fc:11},{lngs:["is"],nr:[1,2],fc:12},{lngs:["jv"],nr:[0,1],fc:13},{lngs:["kw"],nr:[1,2,3,4],fc:14},{lngs:["lt"],nr:[1,2,10],fc:15},{lngs:["lv"],nr:[1,2,0],fc:16},{lngs:["mk"],nr:[1,2],fc:17},{lngs:["mnk"],nr:[0,1,2],fc:18},{lngs:["mt"],nr:[1,2,11,20],fc:19},{lngs:["or"],nr:[2,1],fc:2},{lngs:["ro"],nr:[1,2,20],fc:20},{lngs:["sl"],nr:[5,1,2,3],fc:21},{lngs:["he","iw"],nr:[1,2,20,21],fc:22}],eJ={1:function(e){return Number(e>1)},2:function(e){return Number(1!=e)},3:function(e){return 0},4:function(e){return Number(e%10==1&&e%100!=11?0:e%10>=2&&e%10<=4&&(e%100<10||e%100>=20)?1:2)},5:function(e){return Number(0==e?0:1==e?1:2==e?2:e%100>=3&&e%100<=10?3:e%100>=11?4:5)},6:function(e){return Number(1==e?0:e>=2&&e<=4?1:2)},7:function(e){return Number(1==e?0:e%10>=2&&e%10<=4&&(e%100<10||e%100>=20)?1:2)},8:function(e){return Number(1==e?0:2==e?1:8!=e&&11!=e?2:3)},9:function(e){return Number(e>=2)},10:function(e){return Number(1==e?0:2==e?1:e<7?2:e<11?3:4)},11:function(e){return Number(1==e||11==e?0:2==e||12==e?1:e>2&&e<20?2:3)},12:function(e){return Number(e%10!=1||e%100==11)},13:function(e){return Number(0!==e)},14:function(e){return Number(1==e?0:2==e?1:3==e?2:3)},15:function(e){return Number(e%10==1&&e%100!=11?0:e%10>=2&&(e%100<10||e%100>=20)?1:2)},16:function(e){return Number(e%10==1&&e%100!=11?0:0!==e?1:2)},17:function(e){return Number(1==e||e%10==1&&e%100!=11?0:1)},18:function(e){return Number(0==e?0:1==e?1:2)},19:function(e){return Number(1==e?0:0==e||e%100>1&&e%100<11?1:e%100>10&&e%100<20?2:3)},20:function(e){return Number(1==e?0:0==e||e%100>0&&e%100<20?1:2)},21:function(e){return Number(e%100==1?1:e%100==2?2:e%100==3||e%100==4?3:0)},22:function(e){return Number(1==e?0:2==e?1:(e<0||e>10)&&e%10==0?2:3)}},eY=["v1","v2","v3"],eQ=["v4"],e0={zero:0,one:1,two:2,few:3,many:4,other:5};class e1{constructor(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};this.languageUtils=e,this.options=t,this.logger=eA.create("pluralResolver"),(!this.options.compatibilityJSON||eQ.includes(this.options.compatibilityJSON))&&("undefined"==typeof Intl||!Intl.PluralRules)&&(this.options.compatibilityJSON="v3",this.logger.error("Your environment seems not to be Intl API compatible, use an Intl.PluralRules polyfill. Will fallback to the compatibilityJSON v3 format handling.")),this.rules=function(){let e={};return eX.forEach(t=>{t.lngs.forEach(n=>{e[n]={numbers:t.nr,plurals:eJ[t.fc]}})}),e}()}addRule(e,t){this.rules[e]=t}getRule(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};if(this.shouldUseIntlApi())try{return new Intl.PluralRules(eH(e),{type:t.ordinal?"ordinal":"cardinal"})}catch{return}return this.rules[e]||this.rules[this.languageUtils.getLanguagePartFromCode(e)]}needsPlural(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},n=this.getRule(e,t);return this.shouldUseIntlApi()?n&&n.resolvedOptions().pluralCategories.length>1:n&&n.numbers.length>1}getPluralFormsOfKey(e,t){let n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{};return this.getSuffixes(e,n).map(e=>`${t}${e}`)}getSuffixes(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},n=this.getRule(e,t);return n?this.shouldUseIntlApi()?n.resolvedOptions().pluralCategories.sort((e,t)=>e0[e]-e0[t]).map(e=>`${this.options.prepend}${t.ordinal?`ordinal${this.options.prepend}`:""}${e}`):n.numbers.map(n=>this.getSuffix(e,n,t)):[]}getSuffix(e,t){let n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{},r=this.getRule(e,n);return r?this.shouldUseIntlApi()?`${this.options.prepend}${n.ordinal?`ordinal${this.options.prepend}`:""}${r.select(t)}`:this.getSuffixRetroCompatible(r,t):(this.logger.warn(`no plural rule found for: ${e}`),"")}getSuffixRetroCompatible(e,t){let n=e.noAbs?e.plurals(t):e.plurals(Math.abs(t)),r=e.numbers[n];this.options.simplifyPluralSuffix&&2===e.numbers.length&&1===e.numbers[0]&&(2===r?r="plural":1===r&&(r=""));let o=()=>this.options.prepend&&r.toString()?this.options.prepend+r.toString():r.toString();return"v1"===this.options.compatibilityJSON?1===r?"":"number"==typeof r?`_plural_${r.toString()}`:o():"v2"===this.options.compatibilityJSON||this.options.simplifyPluralSuffix&&2===e.numbers.length&&1===e.numbers[0]?o():this.options.prepend&&n.toString()?this.options.prepend+n.toString():n.toString()}shouldUseIntlApi(){return!eY.includes(this.options.compatibilityJSON)}}function e2(e,t,n){let r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:".",o=!(arguments.length>4)||void 0===arguments[4]||arguments[4],i=function(e,t,n){let r=e_(e,n);return void 0!==r?r:e_(t,n)}(e,t,n);return!i&&o&&"string"==typeof n&&void 0===(i=eD(e,n,r))&&(i=eD(t,n,r)),i}class e4{constructor(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};this.logger=eA.create("interpolator"),this.options=e,this.format=e.interpolation&&e.interpolation.format||(e=>e),this.init(e)}init(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};e.interpolation||(e.interpolation={escapeValue:!0});let t=e.interpolation;this.escape=void 0!==t.escape?t.escape:eM,this.escapeValue=void 0===t.escapeValue||t.escapeValue,this.useRawValueToEscape=void 0!==t.useRawValueToEscape&&t.useRawValueToEscape,this.prefix=t.prefix?eN(t.prefix):t.prefixEscaped||"{{",this.suffix=t.suffix?eN(t.suffix):t.suffixEscaped||"}}",this.formatSeparator=t.formatSeparator?t.formatSeparator:t.formatSeparator||",",this.unescapePrefix=t.unescapeSuffix?"":t.unescapePrefix||"-",this.unescapeSuffix=this.unescapePrefix?"":t.unescapeSuffix||"",this.nestingPrefix=t.nestingPrefix?eN(t.nestingPrefix):t.nestingPrefixEscaped||eN("$t("),this.nestingSuffix=t.nestingSuffix?eN(t.nestingSuffix):t.nestingSuffixEscaped||eN(")"),this.nestingOptionsSeparator=t.nestingOptionsSeparator?t.nestingOptionsSeparator:t.nestingOptionsSeparator||",",this.maxReplaces=t.maxReplaces?t.maxReplaces:1e3,this.alwaysFormat=void 0!==t.alwaysFormat&&t.alwaysFormat,this.resetRegExp()}reset(){this.options&&this.init(this.options)}resetRegExp(){let e=`${this.prefix}(.+?)${this.suffix}`;this.regexp=RegExp(e,"g");let t=`${this.prefix}${this.unescapePrefix}(.+?)${this.unescapeSuffix}${this.suffix}`;this.regexpUnescape=RegExp(t,"g");let n=`${this.nestingPrefix}(.+?)${this.nestingSuffix}`;this.nestingRegexp=RegExp(n,"g")}interpolate(e,t,n,r){let o,i,a;let l=this.options&&this.options.interpolation&&this.options.interpolation.defaultVariables||{};function s(e){return e.replace(/\$/g,"$$$$")}let c=e=>{if(0>e.indexOf(this.formatSeparator)){let o=e2(t,l,e,this.options.keySeparator,this.options.ignoreJSONStructure);return this.alwaysFormat?this.format(o,void 0,n,{...r,...t,interpolationkey:e}):o}let o=e.split(this.formatSeparator),i=o.shift().trim(),a=o.join(this.formatSeparator).trim();return this.format(e2(t,l,i,this.options.keySeparator,this.options.ignoreJSONStructure),a,n,{...r,...t,interpolationkey:i})};this.resetRegExp();let u=r&&r.missingInterpolationHandler||this.options.missingInterpolationHandler,f=r&&r.interpolation&&void 0!==r.interpolation.skipOnVariables?r.interpolation.skipOnVariables:this.options.interpolation.skipOnVariables,d=[{regex:this.regexpUnescape,safeValue:e=>s(e)},{regex:this.regexp,safeValue:e=>this.escapeValue?s(this.escape(e)):s(e)}];return d.forEach(t=>{for(a=0;o=t.regex.exec(e);){let n=o[1].trim();if(void 0===(i=c(n))){if("function"==typeof u){let t=u(e,o,r);i="string"==typeof t?t:""}else if(r&&Object.prototype.hasOwnProperty.call(r,n))i="";else if(f){i=o[0];continue}else this.logger.warn(`missed to pass in variable ${n} for interpolating ${e}`),i=""}else"string"==typeof i||this.useRawValueToEscape||(i=eI(i));let l=t.safeValue(i);if(e=e.replace(o[0],l),f?(t.regex.lastIndex+=i.length,t.regex.lastIndex-=o[0].length):t.regex.lastIndex=0,++a>=this.maxReplaces)break}}),e}nest(e,t){let n,r,o,i=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{};function a(e,t){let n=this.nestingOptionsSeparator;if(0>e.indexOf(n))return e;let r=e.split(RegExp(`${n}[ ]*{`)),i=`{${r[1]}`;e=r[0],i=this.interpolate(i,o);let a=i.match(/'/g),l=i.match(/"/g);(a&&a.length%2==0&&!l||l.length%2!=0)&&(i=i.replace(/'/g,'"'));try{o=JSON.parse(i),t&&(o={...t,...o})}catch(t){return this.logger.warn(`failed parsing options string in nesting for key ${e}`,t),`${e}${n}${i}`}return delete o.defaultValue,e}for(;n=this.nestingRegexp.exec(e);){let l=[];(o=(o={...i}).replace&&"string"!=typeof o.replace?o.replace:o).applyPostProcessor=!1,delete o.defaultValue;let s=!1;if(-1!==n[0].indexOf(this.formatSeparator)&&!/{.*}/.test(n[1])){let e=n[1].split(this.formatSeparator).map(e=>e.trim());n[1]=e.shift(),l=e,s=!0}if((r=t(a.call(this,n[1].trim(),o),o))&&n[0]===e&&"string"!=typeof r)return r;"string"!=typeof r&&(r=eI(r)),r||(this.logger.warn(`missed to resolve ${n[1]} for nesting ${e}`),r=""),s&&(r=l.reduce((e,t)=>this.format(e,t,i.lng,{...i,interpolationkey:n[1].trim()}),r.trim())),e=e.replace(n[0],r),this.regexp.lastIndex=0}return e}}function e5(e){let t={};return function(n,r,o){let i=r+JSON.stringify(o),a=t[i];return a||(a=e(eH(r),o),t[i]=a),a(n)}}class e6{constructor(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};this.logger=eA.create("formatter"),this.options=e,this.formats={number:e5((e,t)=>{let n=new Intl.NumberFormat(e,{...t});return e=>n.format(e)}),currency:e5((e,t)=>{let n=new Intl.NumberFormat(e,{...t,style:"currency"});return e=>n.format(e)}),datetime:e5((e,t)=>{let n=new Intl.DateTimeFormat(e,{...t});return e=>n.format(e)}),relativetime:e5((e,t)=>{let n=new Intl.RelativeTimeFormat(e,{...t});return e=>n.format(e,t.range||"day")}),list:e5((e,t)=>{let n=new Intl.ListFormat(e,{...t});return e=>n.format(e)})},this.init(e)}init(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{interpolation:{}},n=t.interpolation;this.formatSeparator=n.formatSeparator?n.formatSeparator:n.formatSeparator||","}add(e,t){this.formats[e.toLowerCase().trim()]=t}addCached(e,t){this.formats[e.toLowerCase().trim()]=e5(t)}format(e,t,n){let r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:{},o=t.split(this.formatSeparator),i=o.reduce((e,t)=>{let{formatName:o,formatOptions:i}=function(e){let t=e.toLowerCase().trim(),n={};if(e.indexOf("(")>-1){let r=e.split("(");t=r[0].toLowerCase().trim();let o=r[1].substring(0,r[1].length-1);if("currency"===t&&0>o.indexOf(":"))n.currency||(n.currency=o.trim());else if("relativetime"===t&&0>o.indexOf(":"))n.range||(n.range=o.trim());else{let e=o.split(";");e.forEach(e=>{if(!e)return;let[t,...r]=e.split(":"),o=r.join(":").trim().replace(/^'+|'+$/g,"");n[t.trim()]||(n[t.trim()]=o),"false"===o&&(n[t.trim()]=!1),"true"===o&&(n[t.trim()]=!0),isNaN(o)||(n[t.trim()]=parseInt(o,10))})}}return{formatName:t,formatOptions:n}}(t);if(this.formats[o]){let t=e;try{let a=r&&r.formatParams&&r.formatParams[r.interpolationkey]||{},l=a.locale||a.lng||r.locale||r.lng||n;t=this.formats[o](e,l,{...i,...r,...a})}catch(e){this.logger.warn(e)}return t}return this.logger.warn(`there was no format function for ${o}`),e},e);return i}}class e3 extends eR{constructor(e,t,n){let r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:{};super(),this.backend=e,this.store=t,this.services=n,this.languageUtils=n.languageUtils,this.options=r,this.logger=eA.create("backendConnector"),this.waitingReads=[],this.maxParallelReads=r.maxParallelReads||10,this.readingCalls=0,this.maxRetries=r.maxRetries>=0?r.maxRetries:5,this.retryTimeout=r.retryTimeout>=1?r.retryTimeout:350,this.state={},this.queue=[],this.backend&&this.backend.init&&this.backend.init(n,r.backend,r)}queueLoad(e,t,n,r){let o={},i={},a={},l={};return e.forEach(e=>{let r=!0;t.forEach(t=>{let a=`${e}|${t}`;!n.reload&&this.store.hasResourceBundle(e,t)?this.state[a]=2:this.state[a]<0||(1===this.state[a]?void 0===i[a]&&(i[a]=!0):(this.state[a]=1,r=!1,void 0===i[a]&&(i[a]=!0),void 0===o[a]&&(o[a]=!0),void 0===l[t]&&(l[t]=!0)))}),r||(a[e]=!0)}),(Object.keys(o).length||Object.keys(i).length)&&this.queue.push({pending:i,pendingCount:Object.keys(i).length,loaded:{},errors:[],callback:r}),{toLoad:Object.keys(o),pending:Object.keys(i),toLoadLanguages:Object.keys(a),toLoadNamespaces:Object.keys(l)}}loaded(e,t,n){let r=e.split("|"),o=r[0],i=r[1];t&&this.emit("failedLoading",o,i,t),n&&this.store.addResourceBundle(o,i,n),this.state[e]=t?-1:2;let a={};this.queue.forEach(n=>{(function(e,t,n,r){let{obj:o,k:i}=eL(e,t,Object);o[i]=o[i]||[],r&&(o[i]=o[i].concat(n)),r||o[i].push(n)})(n.loaded,[o],i),void 0!==n.pending[e]&&(delete n.pending[e],n.pendingCount--),t&&n.errors.push(t),0!==n.pendingCount||n.done||(Object.keys(n.loaded).forEach(e=>{a[e]||(a[e]={});let t=n.loaded[e];t.length&&t.forEach(t=>{void 0===a[e][t]&&(a[e][t]=!0)})}),n.done=!0,n.errors.length?n.callback(n.errors):n.callback())}),this.emit("loaded",a),this.queue=this.queue.filter(e=>!e.done)}read(e,t,n){let r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:0,o=arguments.length>4&&void 0!==arguments[4]?arguments[4]:this.retryTimeout,i=arguments.length>5?arguments[5]:void 0;if(!e.length)return i(null,{});if(this.readingCalls>=this.maxParallelReads){this.waitingReads.push({lng:e,ns:t,fcName:n,tried:r,wait:o,callback:i});return}this.readingCalls++;let a=(a,l)=>{if(this.readingCalls--,this.waitingReads.length>0){let e=this.waitingReads.shift();this.read(e.lng,e.ns,e.fcName,e.tried,e.wait,e.callback)}if(a&&l&&r{this.read.call(this,e,t,n,r+1,2*o,i)},o);return}i(a,l)},l=this.backend[n].bind(this.backend);if(2===l.length){try{let n=l(e,t);n&&"function"==typeof n.then?n.then(e=>a(null,e)).catch(a):a(null,n)}catch(e){a(e)}return}return l(e,t,a)}prepareLoading(e,t){let n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{},r=arguments.length>3?arguments[3]:void 0;if(!this.backend)return this.logger.warn("No backend was added via i18next.use. 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n=this.formatLanguageCode(e);(!this.options.supportedLngs||this.isSupportedCode(n))&&(t=n)}),!t&&this.options.supportedLngs&&e.forEach(e=>{if(t)return;let n=this.getLanguagePartFromCode(e);if(this.isSupportedCode(n))return t=n;t=this.options.supportedLngs.find(e=>{if(e===n||!(0>e.indexOf("-")&&0>n.indexOf("-"))&&0===e.indexOf(n))return e})}),t||(t=this.getFallbackCodes(this.options.fallbackLng)[0]),t):null}getFallbackCodes(e,t){if(!e)return[];if("function"==typeof e&&(e=e(t)),"string"==typeof e&&(e=[e]),"[object Array]"===Object.prototype.toString.apply(e))return e;if(!t)return e.default||[];let n=e[t];return n||(n=e[this.getScriptPartFromCode(t)]),n||(n=e[this.formatLanguageCode(t)]),n||(n=e[this.getLanguagePartFromCode(t)]),n||(n=e.default),n||[]}toResolveHierarchy(e,t){let n=this.getFallbackCodes(t||this.options.fallbackLng||[],e),r=[],o=e=>{e&&(this.isSupportedCode(e)?r.push(e):this.logger.warn(`rejecting language code not found in supportedLngs: ${e}`))};return"string"==typeof e&&(e.indexOf("-")>-1||e.indexOf("_")>-1)?("languageOnly"!==this.options.load&&o(this.formatLanguageCode(e)),"languageOnly"!==this.options.load&&"currentOnly"!==this.options.load&&o(this.getScriptPartFromCode(e)),"currentOnly"!==this.options.load&&o(this.getLanguagePartFromCode(e))):"string"==typeof e&&o(this.formatLanguageCode(e)),n.forEach(e=>{0>r.indexOf(e)&&o(this.formatLanguageCode(e))}),r}}let eJ=[{lngs:["ach","ak","am","arn","br","fil","gun","ln","mfe","mg","mi","oc","pt","pt-BR","tg","tl","ti","tr","uz","wa"],nr:[1,2],fc:1},{lngs:["af","an","ast","az","bg","bn","ca","da","de","dev","el","en","eo","es","et","eu","fi","fo","fur","fy","gl","gu","ha","hi","hu","hy","ia","it","kk","kn","ku","lb","mai","ml","mn","mr","nah","nap","nb","ne","nl","nn","no","nso","pa","pap","pms","ps","pt-PT","rm","sco","se","si","so","son","sq","sv","sw","ta","te","tk","ur","yo"],nr:[1,2],fc:2},{lngs:["ay","bo","cgg","fa","ht","id","ja","jbo","ka","km","ko","ky","lo","ms","sah","su","th","tt","ug","vi","wo","zh"],nr:[1],fc:3},{lngs:["be","bs","cnr","dz","hr","ru","sr","uk"],nr:[1,2,5],fc:4},{lngs:["ar"],nr:[0,1,2,3,11,100],fc:5},{lngs:["cs","sk"],nr:[1,2,5],fc:6},{lngs:["csb","pl"],nr:[1,2,5],fc:7},{lngs:["cy"],nr:[1,2,3,8],fc:8},{lngs:["fr"],nr:[1,2],fc:9},{lngs:["ga"],nr:[1,2,3,7,11],fc:10},{lngs:["gd"],nr:[1,2,3,20],fc:11},{lngs:["is"],nr:[1,2],fc:12},{lngs:["jv"],nr:[0,1],fc:13},{lngs:["kw"],nr:[1,2,3,4],fc:14},{lngs:["lt"],nr:[1,2,10],fc:15},{lngs:["lv"],nr:[1,2,0],fc:16},{lngs:["mk"],nr:[1,2],fc:17},{lngs:["mnk"],nr:[0,1,2],fc:18},{lngs:["mt"],nr:[1,2,11,20],fc:19},{lngs:["or"],nr:[2,1],fc:2},{lngs:["ro"],nr:[1,2,20],fc:20},{lngs:["sl"],nr:[5,1,2,3],fc:21},{lngs:["he","iw"],nr:[1,2,20,21],fc:22}],eY={1:function(e){return Number(e>1)},2:function(e){return Number(1!=e)},3:function(e){return 0},4:function(e){return Number(e%10==1&&e%100!=11?0:e%10>=2&&e%10<=4&&(e%100<10||e%100>=20)?1:2)},5:function(e){return Number(0==e?0:1==e?1:2==e?2:e%100>=3&&e%100<=10?3:e%100>=11?4:5)},6:function(e){return Number(1==e?0:e>=2&&e<=4?1:2)},7:function(e){return Number(1==e?0:e%10>=2&&e%10<=4&&(e%100<10||e%100>=20)?1:2)},8:function(e){return Number(1==e?0:2==e?1:8!=e&&11!=e?2:3)},9:function(e){return Number(e>=2)},10:function(e){return Number(1==e?0:2==e?1:e<7?2:e<11?3:4)},11:function(e){return Number(1==e||11==e?0:2==e||12==e?1:e>2&&e<20?2:3)},12:function(e){return Number(e%10!=1||e%100==11)},13:function(e){return Number(0!==e)},14:function(e){return Number(1==e?0:2==e?1:3==e?2:3)},15:function(e){return Number(e%10==1&&e%100!=11?0:e%10>=2&&(e%100<10||e%100>=20)?1:2)},16:function(e){return Number(e%10==1&&e%100!=11?0:0!==e?1:2)},17:function(e){return Number(1==e||e%10==1&&e%100!=11?0:1)},18:function(e){return Number(0==e?0:1==e?1:2)},19:function(e){return Number(1==e?0:0==e||e%100>1&&e%100<11?1:e%100>10&&e%100<20?2:3)},20:function(e){return Number(1==e?0:0==e||e%100>0&&e%100<20?1:2)},21:function(e){return Number(e%100==1?1:e%100==2?2:e%100==3||e%100==4?3:0)},22:function(e){return Number(1==e?0:2==e?1:(e<0||e>10)&&e%10==0?2:3)}},eQ=["v1","v2","v3"],e0=["v4"],e1={zero:0,one:1,two:2,few:3,many:4,other:5};class e2{constructor(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};this.languageUtils=e,this.options=t,this.logger=eR.create("pluralResolver"),(!this.options.compatibilityJSON||e0.includes(this.options.compatibilityJSON))&&("undefined"==typeof Intl||!Intl.PluralRules)&&(this.options.compatibilityJSON="v3",this.logger.error("Your environment seems not to be Intl API compatible, use an Intl.PluralRules polyfill. Will fallback to the compatibilityJSON v3 format handling.")),this.rules=function(){let e={};return eJ.forEach(t=>{t.lngs.forEach(n=>{e[n]={numbers:t.nr,plurals:eY[t.fc]}})}),e}()}addRule(e,t){this.rules[e]=t}getRule(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};if(this.shouldUseIntlApi())try{return new Intl.PluralRules(eW(e),{type:t.ordinal?"ordinal":"cardinal"})}catch{return}return this.rules[e]||this.rules[this.languageUtils.getLanguagePartFromCode(e)]}needsPlural(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},n=this.getRule(e,t);return this.shouldUseIntlApi()?n&&n.resolvedOptions().pluralCategories.length>1:n&&n.numbers.length>1}getPluralFormsOfKey(e,t){let n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{};return this.getSuffixes(e,n).map(e=>`${t}${e}`)}getSuffixes(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},n=this.getRule(e,t);return n?this.shouldUseIntlApi()?n.resolvedOptions().pluralCategories.sort((e,t)=>e1[e]-e1[t]).map(e=>`${this.options.prepend}${t.ordinal?`ordinal${this.options.prepend}`:""}${e}`):n.numbers.map(n=>this.getSuffix(e,n,t)):[]}getSuffix(e,t){let n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{},r=this.getRule(e,n);return r?this.shouldUseIntlApi()?`${this.options.prepend}${n.ordinal?`ordinal${this.options.prepend}`:""}${r.select(t)}`:this.getSuffixRetroCompatible(r,t):(this.logger.warn(`no plural rule found for: ${e}`),"")}getSuffixRetroCompatible(e,t){let n=e.noAbs?e.plurals(t):e.plurals(Math.abs(t)),r=e.numbers[n];this.options.simplifyPluralSuffix&&2===e.numbers.length&&1===e.numbers[0]&&(2===r?r="plural":1===r&&(r=""));let o=()=>this.options.prepend&&r.toString()?this.options.prepend+r.toString():r.toString();return"v1"===this.options.compatibilityJSON?1===r?"":"number"==typeof r?`_plural_${r.toString()}`:o():"v2"===this.options.compatibilityJSON||this.options.simplifyPluralSuffix&&2===e.numbers.length&&1===e.numbers[0]?o():this.options.prepend&&n.toString()?this.options.prepend+n.toString():n.toString()}shouldUseIntlApi(){return!eQ.includes(this.options.compatibilityJSON)}}function e4(e,t,n){let r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:".",o=!(arguments.length>4)||void 0===arguments[4]||arguments[4],i=function(e,t,n){let r=eN(e,n);return void 0!==r?r:eN(t,n)}(e,t,n);return!i&&o&&"string"==typeof n&&void 0===(i=eH(e,n,r))&&(i=eH(t,n,r)),i}class e5{constructor(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};this.logger=eR.create("interpolator"),this.options=e,this.format=e.interpolation&&e.interpolation.format||(e=>e),this.init(e)}init(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};e.interpolation||(e.interpolation={escapeValue:!0});let t=e.interpolation;this.escape=void 0!==t.escape?t.escape:ez,this.escapeValue=void 0===t.escapeValue||t.escapeValue,this.useRawValueToEscape=void 0!==t.useRawValueToEscape&&t.useRawValueToEscape,this.prefix=t.prefix?eB(t.prefix):t.prefixEscaped||"{{",this.suffix=t.suffix?eB(t.suffix):t.suffixEscaped||"}}",this.formatSeparator=t.formatSeparator?t.formatSeparator:t.formatSeparator||",",this.unescapePrefix=t.unescapeSuffix?"":t.unescapePrefix||"-",this.unescapeSuffix=this.unescapePrefix?"":t.unescapeSuffix||"",this.nestingPrefix=t.nestingPrefix?eB(t.nestingPrefix):t.nestingPrefixEscaped||eB("$t("),this.nestingSuffix=t.nestingSuffix?eB(t.nestingSuffix):t.nestingSuffixEscaped||eB(")"),this.nestingOptionsSeparator=t.nestingOptionsSeparator?t.nestingOptionsSeparator:t.nestingOptionsSeparator||",",this.maxReplaces=t.maxReplaces?t.maxReplaces:1e3,this.alwaysFormat=void 0!==t.alwaysFormat&&t.alwaysFormat,this.resetRegExp()}reset(){this.options&&this.init(this.options)}resetRegExp(){let e=`${this.prefix}(.+?)${this.suffix}`;this.regexp=RegExp(e,"g");let t=`${this.prefix}${this.unescapePrefix}(.+?)${this.unescapeSuffix}${this.suffix}`;this.regexpUnescape=RegExp(t,"g");let n=`${this.nestingPrefix}(.+?)${this.nestingSuffix}`;this.nestingRegexp=RegExp(n,"g")}interpolate(e,t,n,r){let o,i,a;let l=this.options&&this.options.interpolation&&this.options.interpolation.defaultVariables||{};function s(e){return e.replace(/\$/g,"$$$$")}let c=e=>{if(0>e.indexOf(this.formatSeparator)){let o=e4(t,l,e,this.options.keySeparator,this.options.ignoreJSONStructure);return this.alwaysFormat?this.format(o,void 0,n,{...r,...t,interpolationkey:e}):o}let o=e.split(this.formatSeparator),i=o.shift().trim(),a=o.join(this.formatSeparator).trim();return this.format(e4(t,l,i,this.options.keySeparator,this.options.ignoreJSONStructure),a,n,{...r,...t,interpolationkey:i})};this.resetRegExp();let u=r&&r.missingInterpolationHandler||this.options.missingInterpolationHandler,f=r&&r.interpolation&&void 0!==r.interpolation.skipOnVariables?r.interpolation.skipOnVariables:this.options.interpolation.skipOnVariables,d=[{regex:this.regexpUnescape,safeValue:e=>s(e)},{regex:this.regexp,safeValue:e=>this.escapeValue?s(this.escape(e)):s(e)}];return d.forEach(t=>{for(a=0;o=t.regex.exec(e);){let n=o[1].trim();if(void 0===(i=c(n))){if("function"==typeof u){let t=u(e,o,r);i="string"==typeof t?t:""}else if(r&&Object.prototype.hasOwnProperty.call(r,n))i="";else if(f){i=o[0];continue}else this.logger.warn(`missed to pass in variable ${n} for interpolating ${e}`),i=""}else"string"==typeof i||this.useRawValueToEscape||(i=e_(i));let l=t.safeValue(i);if(e=e.replace(o[0],l),f?(t.regex.lastIndex+=i.length,t.regex.lastIndex-=o[0].length):t.regex.lastIndex=0,++a>=this.maxReplaces)break}}),e}nest(e,t){let n,r,o,i=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{};function a(e,t){let n=this.nestingOptionsSeparator;if(0>e.indexOf(n))return e;let r=e.split(RegExp(`${n}[ ]*{`)),i=`{${r[1]}`;e=r[0],i=this.interpolate(i,o);let a=i.match(/'/g),l=i.match(/"/g);(a&&a.length%2==0&&!l||l.length%2!=0)&&(i=i.replace(/'/g,'"'));try{o=JSON.parse(i),t&&(o={...t,...o})}catch(t){return this.logger.warn(`failed parsing options string in nesting for key ${e}`,t),`${e}${n}${i}`}return delete o.defaultValue,e}for(;n=this.nestingRegexp.exec(e);){let l=[];(o=(o={...i}).replace&&"string"!=typeof o.replace?o.replace:o).applyPostProcessor=!1,delete o.defaultValue;let s=!1;if(-1!==n[0].indexOf(this.formatSeparator)&&!/{.*}/.test(n[1])){let e=n[1].split(this.formatSeparator).map(e=>e.trim());n[1]=e.shift(),l=e,s=!0}if((r=t(a.call(this,n[1].trim(),o),o))&&n[0]===e&&"string"!=typeof r)return r;"string"!=typeof r&&(r=e_(r)),r||(this.logger.warn(`missed to resolve ${n[1]} for nesting ${e}`),r=""),s&&(r=l.reduce((e,t)=>this.format(e,t,i.lng,{...i,interpolationkey:n[1].trim()}),r.trim())),e=e.replace(n[0],r),this.regexp.lastIndex=0}return e}}function e6(e){let t={};return function(n,r,o){let i=r+JSON.stringify(o),a=t[i];return a||(a=e(eW(r),o),t[i]=a),a(n)}}class e3{constructor(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};this.logger=eR.create("formatter"),this.options=e,this.formats={number:e6((e,t)=>{let n=new Intl.NumberFormat(e,{...t});return e=>n.format(e)}),currency:e6((e,t)=>{let n=new Intl.NumberFormat(e,{...t,style:"currency"});return e=>n.format(e)}),datetime:e6((e,t)=>{let n=new Intl.DateTimeFormat(e,{...t});return e=>n.format(e)}),relativetime:e6((e,t)=>{let n=new Intl.RelativeTimeFormat(e,{...t});return e=>n.format(e,t.range||"day")}),list:e6((e,t)=>{let n=new Intl.ListFormat(e,{...t});return e=>n.format(e)})},this.init(e)}init(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{interpolation:{}},n=t.interpolation;this.formatSeparator=n.formatSeparator?n.formatSeparator:n.formatSeparator||","}add(e,t){this.formats[e.toLowerCase().trim()]=t}addCached(e,t){this.formats[e.toLowerCase().trim()]=e6(t)}format(e,t,n){let r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:{},o=t.split(this.formatSeparator),i=o.reduce((e,t)=>{let{formatName:o,formatOptions:i}=function(e){let t=e.toLowerCase().trim(),n={};if(e.indexOf("(")>-1){let r=e.split("(");t=r[0].toLowerCase().trim();let o=r[1].substring(0,r[1].length-1);if("currency"===t&&0>o.indexOf(":"))n.currency||(n.currency=o.trim());else if("relativetime"===t&&0>o.indexOf(":"))n.range||(n.range=o.trim());else{let e=o.split(";");e.forEach(e=>{if(!e)return;let[t,...r]=e.split(":"),o=r.join(":").trim().replace(/^'+|'+$/g,"");n[t.trim()]||(n[t.trim()]=o),"false"===o&&(n[t.trim()]=!1),"true"===o&&(n[t.trim()]=!0),isNaN(o)||(n[t.trim()]=parseInt(o,10))})}}return{formatName:t,formatOptions:n}}(t);if(this.formats[o]){let t=e;try{let a=r&&r.formatParams&&r.formatParams[r.interpolationkey]||{},l=a.locale||a.lng||r.locale||r.lng||n;t=this.formats[o](e,l,{...i,...r,...a})}catch(e){this.logger.warn(e)}return t}return this.logger.warn(`there was no format function for ${o}`),e},e);return i}}class e8 extends eT{constructor(e,t,n){let r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:{};super(),this.backend=e,this.store=t,this.services=n,this.languageUtils=n.languageUtils,this.options=r,this.logger=eR.create("backendConnector"),this.waitingReads=[],this.maxParallelReads=r.maxParallelReads||10,this.readingCalls=0,this.maxRetries=r.maxRetries>=0?r.maxRetries:5,this.retryTimeout=r.retryTimeout>=1?r.retryTimeout:350,this.state={},this.queue=[],this.backend&&this.backend.init&&this.backend.init(n,r.backend,r)}queueLoad(e,t,n,r){let o={},i={},a={},l={};return e.forEach(e=>{let r=!0;t.forEach(t=>{let a=`${e}|${t}`;!n.reload&&this.store.hasResourceBundle(e,t)?this.state[a]=2:this.state[a]<0||(1===this.state[a]?void 0===i[a]&&(i[a]=!0):(this.state[a]=1,r=!1,void 0===i[a]&&(i[a]=!0),void 0===o[a]&&(o[a]=!0),void 0===l[t]&&(l[t]=!0)))}),r||(a[e]=!0)}),(Object.keys(o).length||Object.keys(i).length)&&this.queue.push({pending:i,pendingCount:Object.keys(i).length,loaded:{},errors:[],callback:r}),{toLoad:Object.keys(o),pending:Object.keys(i),toLoadLanguages:Object.keys(a),toLoadNamespaces:Object.keys(l)}}loaded(e,t,n){let r=e.split("|"),o=r[0],i=r[1];t&&this.emit("failedLoading",o,i,t),n&&this.store.addResourceBundle(o,i,n),this.state[e]=t?-1:2;let a={};this.queue.forEach(n=>{(function(e,t,n,r){let{obj:o,k:i}=eL(e,t,Object);o[i]=o[i]||[],r&&(o[i]=o[i].concat(n)),r||o[i].push(n)})(n.loaded,[o],i),void 0!==n.pending[e]&&(delete n.pending[e],n.pendingCount--),t&&n.errors.push(t),0!==n.pendingCount||n.done||(Object.keys(n.loaded).forEach(e=>{a[e]||(a[e]={});let t=n.loaded[e];t.length&&t.forEach(t=>{void 0===a[e][t]&&(a[e][t]=!0)})}),n.done=!0,n.errors.length?n.callback(n.errors):n.callback())}),this.emit("loaded",a),this.queue=this.queue.filter(e=>!e.done)}read(e,t,n){let r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:0,o=arguments.length>4&&void 0!==arguments[4]?arguments[4]:this.retryTimeout,i=arguments.length>5?arguments[5]:void 0;if(!e.length)return i(null,{});if(this.readingCalls>=this.maxParallelReads){this.waitingReads.push({lng:e,ns:t,fcName:n,tried:r,wait:o,callback:i});return}this.readingCalls++;let a=(a,l)=>{if(this.readingCalls--,this.waitingReads.length>0){let e=this.waitingReads.shift();this.read(e.lng,e.ns,e.fcName,e.tried,e.wait,e.callback)}if(a&&l&&r{this.read.call(this,e,t,n,r+1,2*o,i)},o);return}i(a,l)},l=this.backend[n].bind(this.backend);if(2===l.length){try{let n=l(e,t);n&&"function"==typeof n.then?n.then(e=>a(null,e)).catch(a):a(null,n)}catch(e){a(e)}return}return l(e,t,a)}prepareLoading(e,t){let n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{},r=arguments.length>3?arguments[3]:void 0;if(!this.backend)return this.logger.warn("No backend was added via i18next.use. 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