apunkt/trustgraph
1
0
Fork 0
mirror of https://github.com/trustgraph-ai/trustgraph.git synced 2026-04-25 00:16:23 +02:00
Code Issues Projects Releases Packages Wiki Activity Actions 1

Feature/knowledge load (#372)

Browse source 
* Switch off retry in Cassandra until we can differentiate retryable errors

* Fix config getvalues

* Loading knowledge cores works
This commit is contained in:
cybermaggedon 2025-05-08 00:41:45 +01:00 • committed by GitHub
parent fdd9a9a9ae
commit 31b7ade44d
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
13 changed files with 356 additions and 548 deletions
Download patch file Download diff file Expand all files Collapse all files

26
trustgraph-base/trustgraph/api/knowledge.py
View file

@ -39,3 +39,29 @@ class Knowledge:
self.request(request = input)
def load_kg_core(self, id, user="trustgraph", flow="0000",
collection="default"):
# The input consists of system and prompt strings
input = {
"operation": "load-kg-core",
"user": user,
"id": id,
"flow": flow,
"collection": collection,
}
self.request(request = input)
def unload_kg_core(self, id, user="trustgraph", flow="0000"):
# The input consists of system and prompt strings
input = {
"operation": "unload-kg-core",
"user": user,
"id": id,
"flow": flow,
}
self.request(request = input)

10
trustgraph-base/trustgraph/schema/knowledge.py
View file

@ -25,14 +25,22 @@ from . graph import Triples, GraphEmbeddings
class KnowledgeRequest(Record):
# get-kg-core, delete-kg-core, list-kg-cores, put-kg-core
# load-kg-core, unload-kg-core
operation = String()
# list-kg-cores, delete-kg-core, put-kg-core
user = String()
# get-kg-core, list-kg-cores, delete-kg-core, put-kg-core
# get-kg-core, list-kg-cores, delete-kg-core, put-kg-core,
# load-kg-core, unload-kg-core
id = String()
# load-kg-core
flow = String()
# load-kg-core
collection = String()
# put-kg-core
triples = Triples()
graph_embeddings = GraphEmbeddings()

305
trustgraph-cli/scripts/tg-load-kg-core
View file

@ -1,303 +1,80 @@
#!/usr/bin/env python3
"""
This utility takes a knowledge core and loads it into a running TrustGraph
through the API. The knowledge core should be in msgpack format, which is the
default format produce by tg-save-kg-core.
Starts a load operation on a knowledge core which is already stored by
the knowledge manager. You could load a core with tg-put-kg-core and then
run this utility.
"""
import aiohttp
import asyncio
import msgpack
import json
import sys
import argparse
import os
import signal
import tabulate
from trustgraph.api import Api
import json
class Running:
def __init__(self): self.running = True
def get(self): return self.running
def stop(self): self.running = False
default_url = os.getenv("TRUSTGRAPH_URL", 'http://localhost:8088/')
default_flow = "0000"
default_collection = "default"
ge_counts = 0
t_counts = 0
def load_kg_core(url, user, id, flow, collection):
async def load_ge(running, queue, url):
api = Api(url).knowledge()
global ge_counts
class_names = api.load_kg_core(user = user, id = id, flow=flow,
collection=collection)
async with aiohttp.ClientSession() as session:
async with session.ws_connect(url) as ws:
while running.get():
try:
msg = await asyncio.wait_for(queue.get(), 1)
# End of load
if msg is None:
break
except:
# Hopefully it's TimeoutError. Annoying to match since
# it changed in 3.11.
continue
msg = {
"metadata": {
"id": msg["m"]["i"],
"metadata": msg["m"]["m"],
"user": msg["m"]["u"],
"collection": msg["m"]["c"],
},
"entities": [
{
"entity": ent["e"],
"vectors": ent["v"],
}
for ent in msg["e"]
],
}
try:
await ws.send_json(msg)
except Exception as e:
print(e)
ge_counts += 1
async def load_triples(running, queue, url):
global t_counts
async with aiohttp.ClientSession() as session:
async with session.ws_connect(url) as ws:
while running.get():
try:
msg = await asyncio.wait_for(queue.get(), 1)
# End of load
if msg is None:
break
except:
# Hopefully it's TimeoutError. Annoying to match since
# it changed in 3.11.
continue
msg ={
"metadata": {
"id": msg["m"]["i"],
"metadata": msg["m"]["m"],
"user": msg["m"]["u"],
"collection": msg["m"]["c"],
},
"triples": msg["t"],
}
try:
await ws.send_json(msg)
except Exception as e:
print(e)
t_counts += 1
async def stats(running):
global t_counts
global ge_counts
while running.get():
await asyncio.sleep(2)
print(
f"Graph embeddings: {ge_counts:10d} Triples: {t_counts:10d}"
)
async def loader(running, ge_queue, t_queue, path, format, user, collection):
if format == "json":
raise RuntimeError("Not implemented")
else:
with open(path, "rb") as f:
unpacker = msgpack.Unpacker(f, raw=False)
while running.get():
try:
unpacked = unpacker.unpack()
except:
break
if user:
unpacked["metadata"]["user"] = user
if collection:
unpacked["metadata"]["collection"] = collection
if unpacked[0] == "t":
qtype = t_queue
else:
if unpacked[0] == "ge":
qtype = ge_queue
while running.get():
try:
await asyncio.wait_for(qtype.put(unpacked[1]), 0.5)
# Successful put message, move on
break
except:
# Hopefully it's TimeoutError. Annoying to match since
# it changed in 3.11.
continue
if not running.get(): break
# Put 'None' on end of queue to finish
while running.get():
try:
await asyncio.wait_for(t_queue.put(None), 1)
# Successful put message, move on
break
except:
# Hopefully it's TimeoutError. Annoying to match since
# it changed in 3.11.
continue
# Put 'None' on end of queue to finish
while running.get():
try:
await asyncio.wait_for(ge_queue.put(None), 1)
# Successful put message, move on
break
except:
# Hopefully it's TimeoutError. Annoying to match since
# it changed in 3.11.
continue
async def run(running, **args):
# Maxsize on queues reduces back-pressure so tg-load-kg-core doesn't
# grow to eat all memory
ge_q = asyncio.Queue(maxsize=10)
t_q = asyncio.Queue(maxsize=10)
flow_id = args["flow_id"]
url = args["url"]
load_task = asyncio.create_task(
loader(
running=running,
ge_queue=ge_q, t_queue=t_q,
path=args["input_file"], format=args["format"],
user=args["user"], collection=args["collection"],
)
)
ge_task = asyncio.create_task(
load_ge(
running = running,
queue = ge_q,
url = f"{url}api/v1/flow/{flow_id}/import/graph-embeddings"
)
)
triples_task = asyncio.create_task(
load_triples(
running = running,
queue = t_q,
url = f"{url}api/v1/flow/{flow_id}/import/triples"
)
)
stats_task = asyncio.create_task(stats(running))
await triples_task
await ge_task
running.stop()
await load_task
await stats_task
async def main(running):
def main():
parser = argparse.ArgumentParser(
prog='tg-load-kg-core',
prog='tg-delete-flow-class',
description=__doc__,
)
default_url = os.getenv("TRUSTGRAPH_API", "http://localhost:8088/")
default_user = "trustgraph"
collection = "default"
parser.add_argument(
'-u', '--url',
'-u', '--api-url',
default=default_url,
help=f'TrustGraph API URL (default: {default_url})',
help=f'API URL (default: {default_url})',
)
parser.add_argument(
'-i', '--input-file',
# Make it mandatory, difficult to over-write an existing file
'-U', '--user',
default="trustgraph",
help='API URL (default: trustgraph)',
)
parser.add_argument(
'--id', '--identifier',
required=True,
help=f'Output file'
help=f'Knowledge core ID',
)
parser.add_argument(
'-f', '--flow-id',
default="0000",
help=f'Flow ID (default: 0000)'
default=default_flow,
help=f'Flow ID (default: {default_flow}',
)
parser.add_argument(
'--format',
default="msgpack",
choices=["msgpack", "json"],
help=f'Output format (default: msgpack)',
)
parser.add_argument(
'--user',
help=f'User ID to load as (default: from input)'
)
parser.add_argument(
'--collection',
help=f'Collection ID to load as (default: from input)'
'-c', '--collection',
default=default_collection,
help=f'Collection ID (default: {default_collection}',
)
args = parser.parse_args()
await run(running, **vars(args))
try:
running = Running()
load_kg_core(
url=args.api_url,
user=args.user,
id=args.id,
flow=args.flow_id,
collection=args.collection,
)
def interrupt(sig, frame):
running.stop()
print('Interrupt')
except Exception as e:
signal.signal(signal.SIGINT, interrupt)
print("Exception:", e, flush=True)
asyncio.run(main(running))
main()

259
trustgraph-cli/scripts/tg-save-kg-core
View file

@ -1,259 +0,0 @@
#!/usr/bin/env python3
"""
This utility connects to a running TrustGraph through the API and creates
a knowledge core from the data streaming through the processing queues.
For completeness of data, tg-save-kg-core should be initiated before data
loading takes place. The default output format, msgpack should be used.
JSON output format is also available - msgpack produces a more compact
representation, which is also more performant to load.
"""
import aiohttp
import asyncio
import msgpack
import json
import sys
import argparse
import os
import signal
class Running:
def __init__(self): self.running = True
def get(self): return self.running
def stop(self): self.running = False
async def fetch_ge(running, queue, user, collection, url):
async with aiohttp.ClientSession() as session:
async with session.ws_connect(url) as ws:
while running.get():
try:
msg = await asyncio.wait_for(ws.receive(), 1)
except:
continue
if msg.type == aiohttp.WSMsgType.TEXT:
data = msg.json()
if user:
if data["metadata"]["user"] != user:
continue
if collection:
if data["metadata"]["collection"] != collection:
continue
await queue.put([
"ge",
{
"m": {
"i": data["metadata"]["id"],
"m": data["metadata"]["metadata"],
"u": data["metadata"]["user"],
"c": data["metadata"]["collection"],
},
"e": [
{
"e": ent["entity"],
"v": ent["vectors"],
}
for ent in data["entities"]
]
}
])
if msg.type == aiohttp.WSMsgType.ERROR:
print("Error")
break
async def fetch_triples(running, queue, user, collection, url):
async with aiohttp.ClientSession() as session:
async with session.ws_connect(url) as ws:
while running.get():
try:
msg = await asyncio.wait_for(ws.receive(), 1)
except:
continue
if msg.type == aiohttp.WSMsgType.TEXT:
data = msg.json()
if user:
if data["metadata"]["user"] != user:
continue
if collection:
if data["metadata"]["collection"] != collection:
continue
await queue.put((
"t",
{
"m": {
"i": data["metadata"]["id"],
"m": data["metadata"]["metadata"],
"u": data["metadata"]["user"],
"c": data["metadata"]["collection"],
},
"t": data["triples"],
}
))
if msg.type == aiohttp.WSMsgType.ERROR:
print("Error")
break
ge_counts = 0
t_counts = 0
async def stats(running):
global t_counts
global ge_counts
while running.get():
await asyncio.sleep(2)
print(
f"Graph embeddings: {ge_counts:10d} Triples: {t_counts:10d}"
)
async def output(running, queue, path, format):
global t_counts
global ge_counts
with open(path, "wb") as f:
while running.get():
try:
msg = await asyncio.wait_for(queue.get(), 0.5)
except:
# Hopefully it's TimeoutError. Annoying to match since
# it changed in 3.11.
continue
if format == "msgpack":
f.write(msgpack.packb(msg, use_bin_type=True))
else:
f.write(json.dumps(msg).encode("utf-8"))
if msg[0] == "t":
t_counts += 1
else:
if msg[0] == "ge":
ge_counts += 1
print("Output file closed")
async def run(running, **args):
q = asyncio.Queue()
flow_id = args["flow_id"]
url = args["url"]
ge_task = asyncio.create_task(
fetch_ge(
running=running,
queue=q, user=args["user"], collection=args["collection"],
url = f"{url}api/v1/flow/{flow_id}/export/graph-embeddings"
)
)
triples_task = asyncio.create_task(
fetch_triples(
running=running, queue=q,
user=args["user"], collection=args["collection"],
url = f"{url}api/v1/flow/{flow_id}/export/triples"
)
)
output_task = asyncio.create_task(
output(
running=running, queue=q,
path=args["output_file"], format=args["format"],
)
)
stats_task = asyncio.create_task(stats(running))
await output_task
await triples_task
await ge_task
await stats_task
print("Exiting")
async def main(running):
parser = argparse.ArgumentParser(
prog='tg-save-kg-core',
description=__doc__,
)
default_url = os.getenv("TRUSTGRAPH_API", "http://localhost:8088/")
default_user = "trustgraph"
collection = "default"
parser.add_argument(
'-u', '--url',
default=default_url,
help=f'TrustGraph API URL (default: {default_url})',
)
parser.add_argument(
'-o', '--output-file',
# Make it mandatory, difficult to over-write an existing file
required=True,
help=f'Output file'
)
parser.add_argument(
'--format',
default="msgpack",
choices=["msgpack", "json"],
help=f'Output format (default: msgpack)',
)
parser.add_argument(
'-f', '--flow-id',
default="0000",
help=f'Flow ID (default: 0000)'
)
parser.add_argument(
'--user',
help=f'User ID to filter on (default: no filter)'
)
parser.add_argument(
'--collection',
help=f'Collection ID to filter on (default: no filter)'
)
args = parser.parse_args()
await run(running, **vars(args))
running = Running()
def interrupt(sig, frame):
running.stop()
print('Interrupt')
signal.signal(signal.SIGINT, interrupt)
asyncio.run(main(running))

72
trustgraph-cli/scripts/tg-unload-kg-core Executable file
View file

@ -0,0 +1,72 @@
#!/usr/bin/env python3
"""
Starts a load operation on a knowledge core which is already stored by
the knowledge manager. You could load a core with tg-put-kg-core and then
run this utility.
"""
import argparse
import os
import tabulate
from trustgraph.api import Api
import json
default_url = os.getenv("TRUSTGRAPH_URL", 'http://localhost:8088/')
default_flow = "0000"
default_collection = "default"
def unload_kg_core(url, user, id, flow):
api = Api(url).knowledge()
class_names = api.unload_kg_core(user = user, id = id, flow=flow)
def main():
parser = argparse.ArgumentParser(
prog='tg-delete-flow-class',
description=__doc__,
)
parser.add_argument(
'-u', '--api-url',
default=default_url,
help=f'API URL (default: {default_url})',
)
parser.add_argument(
'-U', '--user',
default="trustgraph",
help='API URL (default: trustgraph)',
)
parser.add_argument(
'--id', '--identifier',
required=True,
help=f'Knowledge core ID',
)
parser.add_argument(
'-f', '--flow-id',
default=default_flow,
help=f'Flow ID (default: {default_flow}',
)
args = parser.parse_args()
try:
unload_kg_core(
url=args.api_url,
user=args.user,
id=args.id,
flow=args.flow_id,
)
except Exception as e:
print("Exception:", e, flush=True)
main()

2
trustgraph-cli/setup.py
View file

@ -67,7 +67,6 @@ setuptools.setup(
"scripts/tg-put-kg-core",
"scripts/tg-remove-library-document",
"scripts/tg-save-doc-embeds",
"scripts/tg-save-kg-core",
"scripts/tg-set-prompt",
"scripts/tg-set-token-costs",
"scripts/tg-show-config",
@ -83,6 +82,7 @@ setuptools.setup(
"scripts/tg-show-token-costs",
"scripts/tg-show-tools",
"scripts/tg-start-flow",
"scripts/tg-unload-kg-core",
"scripts/tg-start-library-processing",
"scripts/tg-stop-flow",
"scripts/tg-stop-library-processing",

28
trustgraph-flow/trustgraph/config/service/config.py
View file

@ -120,31 +120,31 @@ class Configuration:
async def handle_getvalues(self, v):
if v.type not in self:
# if v.type not in self:
return ConfigResponse(
version = None,
values = None,
directory = None,
config = None,
error = Error(
type = "key-error",
message = f"Key error"
)
)
# return ConfigResponse(
# version = None,
# values = None,
# directory = None,
# config = None,
# error = Error(
# type = "key-error",
# message = f"Key error"
# )
# )
v = await self.table_store.get_values(v.type)
vals = await self.table_store.get_values(v.type)
values = map(
lambda x: ConfigValue(
type = v.type, key = x[0], value = x[1]
),
v
vals
)
return ConfigResponse(
version = await self.get_version(),
values = values,
values = list(values),
directory = None,
config = None,
error = None,

167
trustgraph-flow/trustgraph/cores/knowledge.py
View file

@ -1,23 +1,29 @@
from .. schema import KnowledgeResponse, Error
from .. schema import KnowledgeResponse, Error, Triples, GraphEmbeddings
from .. knowledge import hash
from .. exceptions import RequestError
from .. tables.knowledge import KnowledgeTableStore
import base64
from .. base import Publisher
import base64
import asyncio
import uuid
class KnowledgeManager:
def __init__(
self, cassandra_host, cassandra_user, cassandra_password,
keyspace,
keyspace, flow_config,
):
self.table_store = KnowledgeTableStore(
cassandra_host, cassandra_user, cassandra_password, keyspace
)
self.loader_queue = asyncio.Queue(maxsize=20)
self.background_task = None
self.flow_config = flow_config
async def delete_kg_core(self, request, respond):
print("Deleting core...", flush=True)
@ -122,3 +128,158 @@ class KnowledgeManager:
)
)
async def load_kg_core(self, request, respond):
if self.background_task is None:
self.background_task = asyncio.create_task(
self.core_loader()
)
# Wait for it to start (yuck)
# await asyncio.sleep(0.5)
await self.loader_queue.put((request, respond))
# Not sending a response, the loader thread can do that
async def unload_kg_core(self, request, respond):
await respond(
KnowledgeResponse(
error = Error(
type = "not-implemented",
message = "Not implemented"
),
ids = None,
eos = False,
triples = None,
graph_embeddings = None
)
)
async def core_loader(self):
print("Running...", flush=True)
while True:
print("Wait for next load...", flush=True)
request, respond = await self.loader_queue.get()
print("Loading...", request.id, flush=True)
try:
if request.id is None:
raise RuntimeError("Core ID must be specified")
if request.flow is None:
raise RuntimeError("Flow ID must be specified")
if request.flow not in self.flow_config.flows:
raise RuntimeError("Invalid flow")
flow = self.flow_config.flows[request.flow]
if "interfaces" not in flow:
raise RuntimeError("No defined interfaces")
if "triples-store" not in flow["interfaces"]:
raise RuntimeError("Flow has no triples-store")
if "graph-embeddings-store" not in flow["interfaces"]:
raise RuntimeError("Flow has no graph-embeddings-store")
t_q = flow["interfaces"]["triples-store"]
ge_q = flow["interfaces"]["graph-embeddings-store"]
# Got this far, it should all work
await respond(
KnowledgeResponse(
error = None,
ids = None,
eos = False,
triples = None,
graph_embeddings = None
)
)
except Exception as e:
print("Exception:", e, flush=True)
await respond(
KnowledgeResponse(
error = Error(
type = "load-error",
message = str(e),
),
ids = None,
eos = False,
triples = None,
graph_embeddings = None
)
)
print("Going to start loading...", flush=True)
try:
t_pub = None
ge_pub = None
print(t_q, flush=True)
print(ge_q, flush=True)
t_pub = Publisher(
self.flow_config.pulsar_client, t_q,
schema=Triples,
)
ge_pub = Publisher(
self.flow_config.pulsar_client, ge_q,
schema=GraphEmbeddings
)
print("Start publishers...", flush=True)
await t_pub.start()
await ge_pub.start()
async def publish_triples(t):
await t_pub.send(None, t)
print("Publish triples...", flush=True)
# Remove doc table row
await self.table_store.get_triples(
request.user,
request.id,
publish_triples,
)
async def publish_ge(g):
await ge_pub.send(None, g)
print("Publish GEs...", flush=True)
# Remove doc table row
await self.table_store.get_graph_embeddings(
request.user,
request.id,
publish_ge,
)
print("Completed that.", flush=True)
except Exception as e:
print("Exception:", e, flush=True)
finally:
print("Stopping publishers...", flush=True)
if t_pub: await t_pub.stop()
if ge_pub: await ge_pub.stop()
print("Done", flush=True)
continue

3
trustgraph-flow/trustgraph/cores/service.py
View file

@ -89,6 +89,7 @@ class Processor(AsyncProcessor):
cassandra_user = cassandra_user,
cassandra_password = cassandra_password,
keyspace = keyspace,
flow_config = self,
)
self.register_config_handler(self.on_knowledge_config)
@ -128,6 +129,8 @@ class Processor(AsyncProcessor):
"get-kg-core": self.knowledge.get_kg_core,
"delete-kg-core": self.knowledge.delete_kg_core,
"put-kg-core": self.knowledge.put_kg_core,
"load-kg-core": self.knowledge.load_kg_core,
"unload-kg-core": self.knowledge.unload_kg_core,
}
if v.operation not in impls:

8
trustgraph-flow/trustgraph/gateway/dispatch/knowledge.py
View file

@ -61,29 +61,26 @@ class KnowledgeRequestor(ServiceRequestor):
operation = body.get("operation", None),
user = body.get("user", None),
id = body.get("id", None),
flow = body.get("flow", None),
collection = body.get("collection", None),
triples = triples,
graph_embeddings = ge,
)
def from_response(self, message):
print("Processing message")
# Response to list,
if message.ids is not None:
print("-> IDS")
return {
"ids": message.ids
}, True
if message.triples:
print("-> triples")
return {
"triples": serialize_triples(message.triples)
}, False
if message.graph_embeddings:
print("-> ge")
return {
"graph-embeddings": serialize_graph_embeddings(
message.graph_embeddings
@ -91,7 +88,6 @@ class KnowledgeRequestor(ServiceRequestor):
}, False
if message.eos is True:
print("-> eos")
return {
"eos": True
}, True

7
trustgraph-flow/trustgraph/tables/config.py
View file

@ -161,6 +161,7 @@ class ConfigTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -180,6 +181,7 @@ class ConfigTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -204,6 +206,7 @@ class ConfigTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -228,6 +231,7 @@ class ConfigTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -251,6 +255,7 @@ class ConfigTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -275,6 +280,7 @@ class ConfigTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -297,6 +303,7 @@ class ConfigTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)

8
trustgraph-flow/trustgraph/tables/knowledge.py
View file

@ -232,6 +232,7 @@ class KnowledgeTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -276,6 +277,7 @@ class KnowledgeTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -320,6 +322,7 @@ class KnowledgeTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -340,6 +343,7 @@ class KnowledgeTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -370,6 +374,7 @@ class KnowledgeTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -386,6 +391,7 @@ class KnowledgeTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -406,6 +412,7 @@ class KnowledgeTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -463,6 +470,7 @@ class KnowledgeTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)

9
trustgraph-flow/trustgraph/tables/library.py
View file

@ -232,6 +232,7 @@ class LibraryTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -267,6 +268,7 @@ class LibraryTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -292,6 +294,7 @@ class LibraryTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -314,6 +317,7 @@ class LibraryTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -361,6 +365,7 @@ class LibraryTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -407,6 +412,7 @@ class LibraryTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -455,6 +461,7 @@ class LibraryTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -480,6 +487,7 @@ class LibraryTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)
@ -502,6 +510,7 @@ class LibraryTableStore:
except Exception as e:
print("Exception:", type(e))
raise e
print(f"{e}, retry...", flush=True)
await asyncio.sleep(1)