Context Deadline Exceeded

Karolis_Mariunas · May 1, 2025, 1:34pm

hey,

I have a setup of 3 pods running in google kubernetes. the problem is that weaviate-1 pod throws these quite frequently
status code: 500, error: local index “Memory” not found: deadline exceeded for waiting for update: version got=290135 want=302888 : context deadline exceeded"

It seems that the “got” is increasing slowly, but not quite there. Is this related to syncing in between pods?

Mohamed_Shahin · May 1, 2025, 4:05pm

Hey @Karolis_Mariunas,

Welcome to the Weaviate community it’s great to have you here with us!

The context deadline exceeded error can occur in different scenarios.

Could you please provide the following details?

Your setup and configuration in Kubernetes
Schema information
Full server logs around the error kubectl logs weaviate-1 & kubectl describe pod weaviate-1
The version of WeaviateDB and the client you’re using
The specific operation that triggered the error (and any related code, if possible)

I’ll do my best to simulate your setup locally and help troubleshoot the issue.

Best regards,
Mohamed Shahin
Weaviate Support Engineer
(Ireland, GMT/UTC timezone)

Karolis_Mariunas · May 2, 2025, 12:47am

Hey, great to get such a fast response!

Your setup and configuration in Kubernetes
weaviate.yaml

apiVersion: v1
kind: Service
metadata:
  name: weaviate-headless
  namespace: weaviate
  labels:
    app: weaviate
spec:
  clusterIP: None
  selector:
    app: weaviate
  ports:
    - name: http
      port: 8080
    - name: grpc
      port: 50051
    - name: metrics
      port: 2112
    # ADD these so pods can talk raft/gossip on 7100 and 7101
    - name: gossip
      port: 7100
    - name: raft
      port: 7101

---
apiVersion: apps/v1
kind: StatefulSet
metadata:
  name: weaviate
  namespace: weaviate
  labels:
    app: weaviate
spec:
  serviceName: weaviate-headless
  replicas: 3
  selector:
    matchLabels:
      app: weaviate
  template:
    metadata:
      labels:
        app: weaviate
    spec:
      containers:
      - name: weaviate
        image: semitechnologies/weaviate:1.30.2
        args:
          - --host
          - 0.0.0.0
          - --port
          - "8080"
          - --scheme
          - http
          - --read-timeout=60s
          - --write-timeout=120s
        ports:
          - containerPort: 8080
            name: http
          - containerPort: 50051
            name: grpc
          - containerPort: 2112
            name: metrics
          # ADD these so the pod actually opens 7100 and 7101
          - containerPort: 7100
            name: gossip
          - containerPort: 7101
            name: raft

        env:
          # Async indexing (optional but helpful for bulk imports)
          - name: ASYNC_INDEXING
            value: "true"

          # Auth settings
          - name: AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED
            value: "false"
          - name: AUTHENTICATION_APIKEY_ENABLED
            value: "true"
          - name: AUTHENTICATION_APIKEY_USERS
            value: ""
          - name: AUTHENTICATION_APIKEY_ALLOWED_KEYS
            value: ""

          - name: PERSISTENCE_LSM_ACCESS_STRATEGY
            value: "mmap"
          
          # Enabled modules
          - name: ENABLE_MODULES
            value: "text2vec-cohere,text2vec-huggingface,text2vec-palm,text2vec-openai,generative-openai,generative-cohere,generative-palm,ref2vec-centroid,reranker-cohere,qna-openai"

          - name: CLUSTER_HOSTNAME
            valueFrom:
              fieldRef:
                fieldPath: metadata.name

          - name: CLUSTER_GOSSIP_BIND_PORT
            value: "7100"
          - name: CLUSTER_DATA_BIND_PORT
            value: "7101"

          - name: CLUSTER_JOIN
            value: "weaviate-headless.weaviate.svc.cluster.local."

          - name: PERSISTENCE_DATA_PATH
            value: "/var/lib/weaviate"

        resources:
          requests:
            cpu: "2"
            memory: "16Gi"
          limits:
            cpu: "3"
            memory: "24Gi"

        volumeMounts:
          - name: weaviate-data
            mountPath: /var/lib/weaviate

  volumeClaimTemplates:
    - metadata:
        name: weaviate-data
      spec:
        accessModes: [ "ReadWriteOnce" ]
        storageClassName: "premium-rwo"
        resources:
          requests:
            storage: 500Gi

weaviate-loadbalancer.yaml

apiVersion: v1
kind: Service
metadata:
  name: weaviate-loadbalancer
  namespace: weaviate
  labels:
    app: weaviate
spec:
  type: LoadBalancer
  selector:
    app: weaviate
  ports:
    - name: http
      port: 80
      targetPort: 8080
    - name: grpc
      port: 50051
      targetPort: 50051

sysctl-patch.yaml

# sysctl-patch.yaml (updated)
apiVersion: apps/v1
kind: DaemonSet
metadata:
  name: sysctl-patch
  namespace: weaviate
spec:
  selector:
    matchLabels:
      app: sysctl-patch
  template:
    metadata:
      labels:
        app: sysctl-patch
    spec:
      hostPID: true
      containers:
      - name: sysctl
        image: busybox:1.36
        securityContext:
          privileged: true
        command:
        - sh
        - -c
        - |
          sysctl -w vm.max_map_count=262144
          # (optional) bump file-max too:
          # sysctl -w fs.file-max=8388608
          # keep this container alive so the DaemonSet Pod isn't restarted
          tail -f /dev/null
      nodeSelector:
        kubernetes.io/os: linux
      tolerations:
      - operator: Exists

Schema information

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auto-schema feature on Wed Apr  2 15:15:20 2025","indexFilterable":true,"indexRangeFilters":false,"indexSearchable":true,"name":"street_number","tokenization":"word"},{"dataType":["text"],"description":"This nested property was generated by Weaviate's auto-schema feature on Wed Apr  2 15:15:20 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nested property was generated by Weaviate's auto-schema feature on Wed Apr 30 08:42:50 2025","indexFilterable":true,"indexRangeFilters":false,"indexSearchable":false,"name":"process_timestamp"},{"dataType":["text"],"description":"This nested property was generated by Weaviate's auto-schema feature on Wed Apr 30 08:42:50 2025","indexFilterable":true,"indexRangeFilters":false,"indexSearchable":true,"name":"userId","tokenization":"word"},{"dataType":["date"],"description":"This nested property was generated by Weaviate's auto-schema feature on Wed Apr 30 08:42:50 2025","indexFilterable":true,"indexRangeFilters":false,"indexSearchable":false,"name":"createdAt"},{"dataType":["date"],"description":"This nested property was generated by Weaviate's auto-schema feature on Wed Apr 30 08:42:50 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Full server logs around the error

{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"53Qt1er3zwMY384EzXv6o1TC6np1\": status code: 500, error: local index \"Memory\" not found: deadline exceeded for waiting for update: version got=303302  want=305981\n: context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:02:19Z"}
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{"action":"tombstone_cleanup_complete","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class":"Memory","duration":4822380,"level":"info","msg":"class Memory: shard gBeohcrkpaRwFuIja4k5sLm77x43: completed tombstone cleanup in 4.82238ms","shard":"gBeohcrkpaRwFuIja4k5sLm77x43","time":"2025-05-01T17:03:12Z","tombstones_in_cycle":1,"tombstones_total":1}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"RBnWvJCBWqgvG4NSupLYsnbCiQ52\": status code: 500, error: local index \"Memory\" not found: deadline exceeded for waiting for update: version got=303303  want=305981\n: context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:03:23Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"OxB3oUOUaMULOtuEbauCquPBilF3\": status code: 500, error: local index \"Memory\" not found: deadline exceeded for waiting for update: version got=303311  want=305981\n: context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:06:07Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"8Jstbdt1KsY8ivbXMVvObNrHBuF2\": connect: Post \"http://10.40.2.40:7101/indices/Memory/shards/8Jstbdt1KsY8ivbXMVvObNrHBuF2/objects?schema_version=305981\": context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:06:49Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"TQlZtHSc2Fh9smblg73gqhIzpDu1\": connect: Post \"http://10.40.2.40:7101/indices/Memory/shards/TQlZtHSc2Fh9smblg73gqhIzpDu1/objects?schema_version=305981\": context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:07:01Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"OxB3oUOUaMULOtuEbauCquPBilF3\": connect: Post \"http://10.40.1.25:7101/indices/Memory/shards/OxB3oUOUaMULOtuEbauCquPBilF3/objects?schema_version=305981\": context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:07:10Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"hdeKk0g6HBNZZAyxlMv7tRwm2Nh2\": status code: 500, error: local index \"Memory\" not found: deadline exceeded for waiting for update: version got=290746  want=305981\n: context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:07:13Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"8Jstbdt1KsY8ivbXMVvObNrHBuF2\": status code: 500, error: local index \"Memory\" not found: deadline exceeded for waiting for update: version got=290748  want=305981\n: context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:07:55Z"}
{"action":"hnsw_prefill_cache_async","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","level":"info","msg":"not waiting for vector cache prefill, running in background","time":"2025-05-01T17:09:39Z","wait_for_cache_prefill":false}
{"build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","level":"info","msg":"Completed loading shard memory_DH8Xjz8THWWEq3SXgr7ieFzP68o1 in 72.78168ms","time":"2025-05-01T17:09:39Z"}
{"action":"hnsw_vector_cache_prefill","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","count":3000,"index_id":"main","level":"info","limit":1000000000000,"msg":"prefilled vector cache","time":"2025-05-01T17:09:39Z","took":15818395}
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{"build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","level":"info","msg":"Completed loading shard memorychunk_DH8Xjz8THWWEq3SXgr7ieFzP68o1 in 41.999374ms","time":"2025-05-01T17:09:40Z"}
{"action":"hnsw_vector_cache_prefill","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","count":5000,"index_id":"main","level":"info","limit":1000000000000,"msg":"prefilled vector cache","time":"2025-05-01T17:09:40Z","took":91488716}
{"action":"tombstone_cleanup_begin","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class":"Memory","level":"info","msg":"class Memory: shard gBeohcrkpaRwFuIja4k5sLm77x43: starting tombstone cleanup","shard":"gBeohcrkpaRwFuIja4k5sLm77x43","time":"2025-05-01T17:13:12Z","tombstones_in_cycle":1,"tombstones_total":1}
{"action":"tombstone_cleanup_complete","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class":"Memory","duration":4669326,"level":"info","msg":"class Memory: shard gBeohcrkpaRwFuIja4k5sLm77x43: completed tombstone cleanup in 4.669326ms","shard":"gBeohcrkpaRwFuIja4k5sLm77x43","time":"2025-05-01T17:13:12Z","tombstones_in_cycle":1,"tombstones_total":1}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"EUbSwdjpxDgJThxU1xUnAJwkNWp2\": status code: 500, error: local index \"Memory\" not found: deadline exceeded for waiting for update: version got=303332  want=305981\n: context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:14:26Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"53Qt1er3zwMY384EzXv6o1TC6np1\": status code: 500, error: local index \"Memory\" not found: deadline exceeded for waiting for update: version got=303336  want=305981\n: context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:14:55Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"53Qt1er3zwMY384EzXv6o1TC6np1\": status code: 500, error: local index \"Memory\" not found: deadline exceeded for waiting for update: version got=303339  want=305981\n: context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:15:55Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"vLkNymwgRrMsnteQj5vOxQMyUP83\": connect: Post \"http://10.40.2.40:7101/indices/Memory/shards/vLkNymwgRrMsnteQj5vOxQMyUP83/objects?schema_version=305981\": context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:17:19Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"OrdRsvhAniVV97Mg0IJiQV5GsfH2\": connect: Post \"http://10.40.1.25:7101/indices/Memory/shards/OrdRsvhAniVV97Mg0IJiQV5GsfH2/objects?schema_version=305981\": context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:18:55Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"OrdRsvhAniVV97Mg0IJiQV5GsfH2\": connect: Post \"http://10.40.1.25:7101/indices/Memory/shards/OrdRsvhAniVV97Mg0IJiQV5GsfH2/objects?schema_version=305981\": context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:19:58Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"0msdQ552yLNi2BEabTWG7ja7HiQ2\": connect: Post \"http://10.40.1.25:7101/indices/Memory/shards/0msdQ552yLNi2BEabTWG7ja7HiQ2/objects?schema_version=305981\": context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:21:10Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"5sWm8zteK0YdPLWXzoutFH9T08R2\": status code: 500, error: local index \"Memory\" not found: deadline exceeded for waiting for update: version got=290789  want=305981\n: context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:21:57Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"RBnWvJCBWqgvG4NSupLYsnbCiQ52\": status code: 500, error: local index \"Memory\" not found: deadline exceeded for waiting for update: version got=303359  want=305981\n: context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:22:26Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"E75jYal5wjT5Tz7IgT5hsOQ1Ges2\": connect: Post \"http://10.40.1.25:7101/indices/Memory/shards/E75jYal5wjT5Tz7IgT5hsOQ1Ges2/objects?schema_version=305981\": context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:24:19Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"oeAOgkjDR6VXb6k6MRR53ypjZrE3\": connect: Post \"http://10.40.2.40:7101/indices/Memory/shards/oeAOgkjDR6VXb6k6MRR53ypjZrE3/objects?schema_version=305981\": context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:24:49Z"}
{"action":"requests_total","api":"rest","build_git_commit":"80dac5a","build_go_version":"go1.24.2","build_image_tag":"v1.30.2","build_wv_version":"1.30.2","class_name":"Memory","error":"put object: import into index memory: put remote object: shard=\"3VrR2LPfmNTSzJX2BoWt4Jddw442\": status code: 500, error: local index \"Memory\" not found: deadline exceeded for waiting for update: version got=290802  want=305981\n: context deadline exceeded","level":"error","msg":"unexpected error","query_type":"objects","time":"2025-05-01T17:27:03Z"}

The version of WeaviateDB and the client you’re using
version of WeaviateDB: 1.30.2
client: Python Client v4
weaviate.WeaviateAsyncClient(
connection_params=weaviate.connect.base.ConnectionParams.from_params(
http_host=cluster_url,
http_port=80,
http_secure=False,
grpc_host=cluster_url,
grpc_port=50051,
grpc_secure=False,
),
auth_client_secret=Auth.api_key(weaviate_api_key),
additional_config=AdditionalConfig(
connection=ConnectionConfig(
session_pool_connections=30,
session_pool_maxsize=200,
session_pool_max_retries=3,
),
timeout=Timeout(query=30, insert=120, init=2),
),
additional_headers={
“X-OpenAI-Api-Key”: openai_api_key,
“X-Cohere-Api-Key”: cohere_api_key,
},
skip_init_checks=True,
)
The specific operation that triggered the error (and any related code, if possible)
It started happening on it’s own, we tried restarting the pods, adding async replication nothing helped

Mohamed_Shahin · May 2, 2025, 8:02am

Morning @Karolis_Mariunas

The logs show that:

Schema Version Mismatch indicate nodes have different schema versions (303302 vs 305981), and it times out before syncing.
The nodes can’t complete their consensus protocol operations before hitting timeout limits.

Could you please try to increase write-timeout * read-timeout:

spec:
  containers:
  - name: weaviate
    image: semitechnologies/weaviate:1.30.2
    args:
      - --host
      - 0.0.0.0
      - --port
      - "8080"
      - --scheme
      - http
      - --read-timeout=300s
      - --write-timeout=300s

Additionally, add the following env variable:

RAFT_BOOTSTRAP_TIMEOUT
value: "3600"

Further checks — try to call the nodes’ endpoints in verbose mode and confirm there are no errors. I mainly want to check the health of all nodes in your cluster.

Here’s a snippet:

# Get the node and shard information into a table
from prettytable import PrettyTable

node_info = client.cluster.nodes(output="verbose")
print(node_info)

shard_table = PrettyTable()
shard_table.field_names = ["Node Name", "Collection", "Shard Name", "Object Count", "Index Status", "Loaded"]

for node in node_info:
    for shard in node.shards:
        shard_table.add_row([node.name, shard.collection, shard.name, shard.object_count, shard.vector_indexing_status, shard.loaded])

print(shard_table)

And lastly, run a check over resources to make sure there are no issues from that side.

Best regards,

Mohamed Shahin
Weaviate Support Engineer
(Ireland, GMT/UTC timezone)

Karolis_Mariunas · May 2, 2025, 11:44am

I changed the read and write timeouts, but we still get the same errors, but not always:

Sample log:

put object: import into index memory: put remote object: shard="x0ivMYZ6Nlhorf70vpqrHmfMf862": status code: 500, error: local index "Memory" not found: deadline exceeded for waiting for update: version got=305357  want=305981
: context deadline exceeded

From the snippet, it says that all of the shards are loaded and ready.

Resources are also fine, we’re not hitting RAM and CPU limits for each of the pods

Interesting how the endpoint fails in 10 - 60 seconds however

Mohamed_Shahin · May 2, 2025, 12:02pm

Interesting —I would love to rule out Raft consensus protocol issues or broader communication problems within the cluster.

Have you tried sh-ing into one of the pods and pinging the others to verify inter-container connectivity?

Please make sure to add the RAFT_BOOTSTRAP_TIMEOUT value to 3600 seconds and then restart the cluster.

Also, if you can we can look at RAFT statistics, could you try running this locally:

Launch the app and use the “RAFT Statistics (APIs)” button — it gives you table views of the current Raft state across your cluster. It should help you quickly assess whether everything is synced and if there are any networking-related concerns.

I built this web app to make it easier to visualize Weaviate cluster — it’s very simple to use.

Alternatively, you can call the Raft statistics API directly, but note that the JSON response isn’t as easy to digest as the visualized table.

Let me know how it goes

Best regards,

Mohamed Shahin
Weaviate Support Engineer
(Ireland, GMT/UTC timezone)

Karolis_Mariunas · May 2, 2025, 12:31pm

Have you tried sh-ing into one of the pods and pinging the others to verify inter-container connectivity?

yes, all seem to be working

Please make sure to add the RAFT_BOOTSTRAP_TIMEOUT value to 3600 seconds and then restart the cluster.

restarted the cluster again and made sure that env in the pod contains this

Raft Statistics seem to show that indeed cluster is not synced

Would Start Read Repairs help?

Mohamed_Shahin · May 2, 2025, 1:30pm

This is indeed a Raft issue — your cluster is currently out of sync, and as observed, each pod is identifying itself as a Leader, which indicates a breakdown in consensus.

In a correctly functioning Raft setup within Kubernetes, the expected structure should look like this:

I actually looked further into your yaml and I don’t see

    - name: RAFT_JOIN
      value: weaviate-0,weaviate-1,weaviate-2

Could you please add this and restart?

Best regards,

Mohamed Shahin
Weaviate Support Engineer
(Ireland, GMT/UTC timezone)

Karolis_Mariunas · May 2, 2025, 1:46pm

Added the variable, it seems that one of them is now a follower! but the other is not, why is that?

Karolis_Mariunas · May 2, 2025, 1:53pm

after restarts it seems that one pod fails constantly to become a follower

I also added the

          - name: RAFT_BOOTSTRAP_EXPECT
            value: "3"

Because in the documentation it says that it needs to be manually adjusted

Mohamed_Shahin · May 2, 2025, 5:32pm

Now there’s a progress! But let’s look deeper into the logs you mentioned — you said it fails constantly. Could you share the specific errors you’re seeing on your side? There might be something we can catch and fix together.

Also, just to confirm when you created the cluster in Google Kubernetes, what exact steps did you follow? It sounds a bit off that the whole process ended up misconfigured.

I usually the process as follow:

1. Install Helm
2. Add the Weaviate Helm repository

helm repo add weaviate https://weaviate.github.io/weaviate-helm
helm repo update

3. Configure Weaviate for a 3-node setup

helm show values weaviate/weaviate > values.yaml

Then edit values.yaml to set:

replicas: 3

5. Deploy Weaviate

kubectl create namespace weaviate
helm upgrade --install \
"weaviate" \
weaviate/weaviate \
--namespace "weaviate" \
--values ./values.yaml

This method brings up a working cluster with recommended defaults, including the replica settings we need.

Best,

Mohamed Shahin
Weaviate Support Engineer
(Ireland, GMT/UTC timezone)

Karolis_Mariunas · May 3, 2025, 12:34pm

Hey,

I haven’t seen errors of the weaviate-2 pod failing to become a follower, i just tried restarting the pods 2 times and after both of them it looked dead.

It has been running for 24, and we are still getting logs from:
action - raft

failed to get log
log not found

weaviate-2:

query: failed to find leader after retries: leader not found

Misc:

add tenants to class “Memory”: rpc error: code = Canceled desc = context canceled

The only thing that is changing is Last Log Index in the Leader

Also

, just to confirm when you created the cluster in Google Kubernetes, what exact steps did you follow?

It was this setup afaik:

used this to start it up: Deploy a Weaviate vector database on GKE | Kubernetes Engine | Google Cloud
Started with this configuration: kubernetes-engine-samples/databases/weaviate/manifests/01-basic-cluster/weaviate_cluster.yaml at main · GoogleCloudPlatform/kubernetes-engine-samples · GitHub

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Context Deadline Exceeded

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