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feat(opensearch): fetch logs from OpenSearch (#602)
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,176 @@ | ||
| # -*- coding: utf-8 -*- | ||
| # | ||
| # This file is part of REANA. | ||
| # Copyright (C) 2024 CERN. | ||
| # | ||
| # REANA is free software; you can redistribute it and/or modify it | ||
| # under the terms of the MIT License; see LICENSE file for more details. | ||
|
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| """OpenSearch client and log fetcher.""" | ||
|
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| import logging | ||
| from opensearchpy import OpenSearch | ||
|
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| from reana_workflow_controller.config import ( | ||
| REANA_OPENSEARCH_CA_CERTS, | ||
| REANA_OPENSEARCH_HOST, | ||
| REANA_OPENSEARCH_PASSWORD, | ||
| REANA_OPENSEARCH_PORT, | ||
| REANA_OPENSEARCH_URL_PREFIX, | ||
| REANA_OPENSEARCH_USE_SSL, | ||
| REANA_OPENSEARCH_USER, | ||
| REANA_OPENSEARCH_ENABLED, | ||
| ) | ||
|
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|
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| def build_opensearch_client( | ||
| host: str = REANA_OPENSEARCH_HOST, | ||
| port: str = REANA_OPENSEARCH_PORT, | ||
| url_prefix: str = REANA_OPENSEARCH_URL_PREFIX, | ||
| http_auth: tuple | None = (REANA_OPENSEARCH_USER, REANA_OPENSEARCH_PASSWORD), | ||
| use_ssl: bool = REANA_OPENSEARCH_USE_SSL, | ||
| ca_certs: str | None = REANA_OPENSEARCH_CA_CERTS, | ||
| ) -> OpenSearch: | ||
| """ | ||
| Build an OpenSearch client object. | ||
| :param host: OpenSearch host. | ||
| :param port: OpenSearch port. | ||
| :param url_prefix: URL prefix. | ||
| :param http_auth: HTTP authentication credentials. | ||
| :param use_ssl: Use SSL/TLS for connection. | ||
| :param ca_certs: Path to CA certificates. | ||
| :return: OpenSearch client object. | ||
| """ | ||
| opensearch_client = OpenSearch( | ||
| hosts=f"{host}:{port}", | ||
| http_compress=True, # enables gzip compression for request bodies | ||
| http_auth=http_auth, | ||
| use_ssl=use_ssl, | ||
| ca_certs=ca_certs, | ||
| url_prefix=url_prefix, | ||
| verify_certs=True, | ||
| ) | ||
| return opensearch_client | ||
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|
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| class OpenSearchLogFetcher(object): | ||
| """Retrieves job and workflow logs from OpenSearch API.""" | ||
|
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| def __init__( | ||
| self, | ||
| os_client: OpenSearch | None = None, | ||
| job_index: str = "fluentbit-job_log", | ||
| workflow_index: str = "fluentbit-workflow_log", | ||
| max_rows: int = 5000, | ||
| log_key: str = "log", | ||
| order: str = "asc", | ||
| job_log_matcher: str = "kubernetes.labels.job-name.keyword", | ||
| workflow_log_matcher: str = "kubernetes.labels.reana-run-batch-workflow-uuid.keyword", | ||
| timeout: int = 5, | ||
| ) -> None: | ||
| """ | ||
| Initialize the OpenSearchLogFetcher object. | ||
| :param os_client: OpenSearch client object. | ||
| :param job_index: Index name for job logs. | ||
| :param workflow_index: Index name for workflow logs. | ||
| :param max_rows: Maximum number of rows to fetch. | ||
| :param log_key: Key for log message in the response. | ||
| :param order: Order of logs (asc/desc). | ||
| :param job_log_matcher: Job log matcher. | ||
| :param workflow_log_matcher: Workflow log matcher. | ||
| :param timeout: Timeout for OpenSearch queries. | ||
| :return: None | ||
| """ | ||
| if os_client is None: | ||
| os_client = build_opensearch_client() | ||
|
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| self.os_client = os_client | ||
| self.job_index = job_index | ||
| self.workflow_index = workflow_index | ||
| self.max_rows = max_rows | ||
| self.log_key = log_key | ||
| self.order = order | ||
| self.job_log_matcher = job_log_matcher | ||
| self.workflow_log_matcher = workflow_log_matcher | ||
| self.timeout = timeout | ||
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| def fetch_logs(self, id: str, index: str, match: str) -> str | None: | ||
| """ | ||
| Fetch logs of a specific job or workflow. | ||
| :param id: Job or workflow ID. | ||
| :param index: Index name for logs. | ||
| :param match: Matcher for logs. | ||
| :return: Job or workflow logs. | ||
| """ | ||
| query = { | ||
| "query": {"match": {match: id}}, | ||
| "sort": [{"@timestamp": {"order": self.order}}], | ||
| } | ||
|
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| try: | ||
| response = self.os_client.search( | ||
| index=index, body=query, size=self.max_rows, timeout=self.timeout | ||
| ) | ||
| except Exception as e: | ||
| logging.error("Failed to fetch logs for {0}: {1}".format(id, e)) | ||
| return None | ||
|
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| return self._concat_rows(response["hits"]["hits"]) | ||
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| def fetch_job_logs(self, backend_job_id: str) -> str: | ||
| """ | ||
| Fetch logs of a specific job. | ||
| :param backend_job_id: Job ID. | ||
| :return: Job logs. | ||
| """ | ||
| return self.fetch_logs( | ||
| backend_job_id, | ||
| self.job_index, | ||
| self.job_log_matcher, | ||
| ) | ||
|
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| def fetch_workflow_logs(self, workflow_id: str) -> str | None: | ||
| """ | ||
| Fetch logs of a specific workflow. | ||
| :param workflow_id: Workflow ID. | ||
| :return: Workflow logs. | ||
| """ | ||
| return self.fetch_logs( | ||
| workflow_id, | ||
| self.workflow_index, | ||
| self.workflow_log_matcher, | ||
| ) | ||
|
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| def _concat_rows(self, rows: list) -> str | None: | ||
| """ | ||
| Concatenate log messages from rows. | ||
| :param rows: List of rows. | ||
| :return: Concatenated log messages. | ||
| """ | ||
| logs = "" | ||
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| for hit in rows: | ||
| logs += hit["_source"][self.log_key] + "\n" | ||
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| return logs | ||
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| def build_opensearch_log_fetcher() -> OpenSearchLogFetcher | None: | ||
| """ | ||
| Build OpenSearchLogFetcher object. | ||
| :return: OpenSearchLogFetcher object. | ||
| """ | ||
| return OpenSearchLogFetcher() if REANA_OPENSEARCH_ENABLED else None |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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@@ -49,6 +49,7 @@ | |
| "gitpython>=2.1", | ||
| "jsonpickle>=0.9.6", | ||
| "marshmallow>2.13.0,<3.0.0", # same upper pin as reana-server | ||
| "opensearch-py>=2.7.0,<2.8.0", | ||
| "packaging>=18.0", | ||
| "reana-commons[kubernetes] @ git+https://github.com/reanahub/[email protected]", | ||
| "reana-db>=0.95.0a4,<0.96.0", | ||
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