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## Summary Extends the CDC (replication) e2e test suite with comprehensive cross-feature coverage and switchover/failover scenarios on top of #45624. ## What's Added ### New test files (\`tests/python_client/cdc/testcases/\`) - \`test_fts_and_text.py\` — BM25 search, text_match, phrase_match, hybrid FTS+dense, FTS after switchover (5 tests × 2 analyzers) - \`test_schema_features.py\` — dynamic schema, nullable, defaults, partition key, clustering key, combined features (7 tests) - \`test_collection_properties.py\` — TTL, mmap, autocompaction, multi-property, drop property (5 tests) - \`test_resource_group.py\` — create, drop, update, transfer replica (4 tests) - \`test_multi_database.py\` — cross-DB collections, drop DB with collections, cross-DB operations (3 tests) - \`test_search_verification.py\` — 6 tests × 7 vector types (search result consistency, query data sampling, hybrid search, iterators, filtered search) - \`test_switchover.py\` — basic, during-writes, all-types, loaded, indexed, rapid stress, failover (7 tests) ### Shared utilities - \`base.py\`: +7 schema factories, +4 data generators, +4 verification helpers, +2 constants - \`conftest.py\`: +\`switchover_helper\` fixture, +\`--is-check\`/\`--milvus-ns\` options ## Test plan - [ ] Run \`pytest tests/python_client/cdc/testcases/\` against two-cluster CDC deployment - [ ] Verify each test file runs independently via \`pytest testcases/test_<name>.py\` - [ ] Companion PR in zilliztech/test-jobs adds Jenkins pipelines to run these issue: #49042 pr: #45624 /kind test /kind improvement 🤖 Generated with [Claude Code](https://claude.com/claude-code) --------- Signed-off-by: Yihao Dai <yihao.dai@zilliz.com> Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
174 lines
7.7 KiB
Python
174 lines
7.7 KiB
Python
from concurrent.futures import ThreadPoolExecutor, as_completed
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from pymilvus import MilvusClient
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# Kept in sync with cdc/conftest.py's CDC_UPDATE_REPLICATE_TIMEOUT_SECONDS.
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# Inlined because this file is executed standalone from tests/python_client/cdc/scripts/,
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# where the cdc package is not on sys.path.
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CDC_UPDATE_REPLICATE_TIMEOUT_SECONDS = 600
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def setup_cdc_topology(
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upstream_uri,
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downstream_uri,
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removed_clusters_uri,
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upstream_token,
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downstream_token,
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removed_clusters_token,
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source_cluster_id,
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target_cluster_id,
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removed_clusters_id,
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pchannel_num,
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):
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print(
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f"DEBUG: upstream_uri: {upstream_uri}, downstream_uri: {downstream_uri}, upstream_token: {upstream_token}, downstream_token: {downstream_token}, source_cluster_id: {source_cluster_id}, target_cluster_id: {target_cluster_id}, pchannel_num: {pchannel_num}"
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)
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upstream_client = MilvusClient(uri=upstream_uri, token=upstream_token)
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# Parse comma-separated lists
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if isinstance(downstream_uri, str) and "," in downstream_uri:
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downstream_uris = [uri.strip() for uri in downstream_uri.split(",")]
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else:
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downstream_uris = [downstream_uri] if isinstance(downstream_uri, str) else downstream_uri
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if isinstance(target_cluster_id, str) and "," in target_cluster_id:
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target_cluster_ids = [cluster_id.strip() for cluster_id in target_cluster_id.split(",")]
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else:
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target_cluster_ids = [target_cluster_id] if isinstance(target_cluster_id, str) else target_cluster_id
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if isinstance(removed_clusters_uri, str) and "," in removed_clusters_uri:
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removed_clusters_uris = [uri.strip() for uri in removed_clusters_uri.split(",")]
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else:
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removed_clusters_uris = (
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[removed_clusters_uri] if isinstance(removed_clusters_uri, str) else removed_clusters_uri
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)
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if isinstance(removed_clusters_id, str) and "," in removed_clusters_id:
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removed_clusters_ids = [cluster_id.strip() for cluster_id in removed_clusters_id.split(",")]
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else:
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removed_clusters_ids = [removed_clusters_id] if isinstance(removed_clusters_id, str) else removed_clusters_id
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# Ensure we have matching numbers of downstream URIs and cluster IDs
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if len(downstream_uris) != len(target_cluster_ids):
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raise ValueError(
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f"Number of downstream URIs ({len(downstream_uris)}) must match number of target cluster IDs ({len(target_cluster_ids)})"
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)
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# Create downstream clients
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downstream_clients = []
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for downstream_uri_single in downstream_uris:
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print(f"DEBUG: downstream_uri_single: {downstream_uri_single}, downstream_token: {downstream_token}")
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downstream_clients.append(MilvusClient(uri=downstream_uri_single, token=downstream_token))
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# Build clusters configuration
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clusters = [
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{
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"cluster_id": source_cluster_id,
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"connection_param": {"uri": upstream_uri, "token": upstream_token},
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"pchannels": [f"{source_cluster_id}-rootcoord-dml_{i}" for i in range(pchannel_num)],
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}
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]
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# Add all target clusters
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for target_id, target_uri in zip(target_cluster_ids, downstream_uris):
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clusters.append(
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{
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"cluster_id": target_id,
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"connection_param": {"uri": target_uri, "token": downstream_token},
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"pchannels": [f"{target_id}-rootcoord-dml_{j}" for j in range(pchannel_num)],
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}
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)
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# Build cross-cluster topology
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cross_cluster_topology = []
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for target_id in target_cluster_ids:
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cross_cluster_topology.append({"source_cluster_id": source_cluster_id, "target_cluster_id": target_id})
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config = {"clusters": clusters, "cross_cluster_topology": cross_cluster_topology}
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# Update configuration on all clients using multi-threading
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print(f"DEBUG: config: {config}")
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def update_client_config(client, config_to_use, client_type=""):
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try:
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client.update_replicate_configuration(timeout=CDC_UPDATE_REPLICATE_TIMEOUT_SECONDS, **config_to_use)
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return f"{client_type} updated successfully"
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except Exception as e:
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print(f"Failed to update {client_type}: {e}")
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raise e
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# Collect all update tasks
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update_tasks = []
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# Add upstream and downstream clients with normal config
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all_clients = [upstream_client] + downstream_clients
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for client in all_clients:
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update_tasks.append((client, config, "Normal client"))
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# Handle removed clusters - prepare them with empty topology
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if removed_clusters_uris and removed_clusters_uris[0]: # Check if removed_clusters_uris is not empty
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for removed_uri, removed_id in zip(removed_clusters_uris, removed_clusters_ids):
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if removed_uri and removed_id: # Skip empty URIs and IDs
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print(f"DEBUG: removed_cluster_uri: {removed_uri}, removed_clusters_token: {removed_clusters_token}")
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removed_client = MilvusClient(uri=removed_uri, token=removed_clusters_token)
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empty_config = {
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"clusters": [
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{
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"cluster_id": removed_id,
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"connection_param": {"uri": removed_uri, "token": removed_clusters_token},
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"pchannels": [f"{removed_id}-rootcoord-dml_{i}" for i in range(pchannel_num)],
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}
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],
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"cross_cluster_topology": [],
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}
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print(f"DEBUG: Removing cluster {removed_id} with empty config: {empty_config}")
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update_tasks.append((removed_client, empty_config, f"Removed cluster {removed_id}"))
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# Use single ThreadPoolExecutor to update all clients concurrently
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with ThreadPoolExecutor(max_workers=len(update_tasks)) as executor:
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# Submit all update tasks
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futures = [
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executor.submit(update_client_config, client, config_to_use, client_type)
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for client, config_to_use, client_type in update_tasks
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]
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# Wait for all tasks to complete
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for future in as_completed(futures):
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try:
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result = future.result()
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print(f"Task completed: {result}")
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except Exception as e:
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print(f"Task failed with error: {e}")
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raise e
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if __name__ == "__main__":
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import argparse
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parser = argparse.ArgumentParser(description="connection info")
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parser.add_argument("--upstream_uri", type=str, default="10.100.36.179", help="milvus host")
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parser.add_argument("--downstream_uri", type=str, default="10.100.36.178", help="milvus host")
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parser.add_argument("--removed_clusters_uri", type=str, default="", help="milvus host")
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parser.add_argument("--upstream_token", type=str, default="root:Milvus", help="milvus token")
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parser.add_argument("--downstream_token", type=str, default="root:Milvus", help="milvus token")
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parser.add_argument("--removed_clusters_token", type=str, default="root:Milvus", help="milvus token")
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parser.add_argument("--source_cluster_id", type=str, default="cdc-test-source", help="source cluster id")
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parser.add_argument("--target_cluster_id", type=str, default="cdc-test-target", help="target cluster id")
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parser.add_argument("--removed_clusters_id", type=str, default="", help="removed clusters id")
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parser.add_argument("--pchannel_num", type=int, default=16, help="pchannel num")
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args = parser.parse_args()
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setup_cdc_topology(
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args.upstream_uri,
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args.downstream_uri,
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args.removed_clusters_uri,
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args.upstream_token,
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args.downstream_token,
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args.removed_clusters_token,
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args.source_cluster_id,
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args.target_cluster_id,
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args.removed_clusters_id,
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args.pchannel_num,
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)
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