القائمة
جمع SkillsMP عدد ٤٥ من skills من Snowflake-Labs/coco-skills. افتح أي skill لمراجعة مصدره وتفاصيله.
عرض ٤٠ من أصل ٤٥ skills مجمعة.
Deploy a migrated Snowpark/SCOS project to Snowflake as a Code Bundle. Takes the migrated project (its .py entrypoint + supporting modules/config), reminds the user to fix flagged code, writes a code_bundle.yml spec, uploads the whole project to a Snowflake…
لغة النص الأصلي: الإنجليزية
Deploy a migrated Snowpark/SCOS project to Snowflake as a Notebook. Takes the .ipynb produced by the migration skill (plus its supporting project files), reminds the user to fix flagged code, uploads the whole project to a Snowflake stage, and creates the…
لغة النص الأصلي: الإنجليزية
Migrate Spark scripts and notebooks to Snowflake. Routes to one of two bundled conversion paths and orchestrates the post-conversion pipeline. **Default path: Snowpark Connect (SCOS)**, which preserves the PySpark API surface. The SMA / Snowpark API path is…
لغة النص الأصلي: الإنجليزية
Migrates Databricks (DBX) notebooks to Snowflake Workspace notebooks. Preserves original code, only fixes incompatible patterns, flags unsupported features as migration notes. Use when: migrating Databricks notebooks, converting DBX notebooks to Snowflake,…
لغة النص الأصلي: الإنجليزية
Generate Abstract Semantic Graph (ASG) from source code (PySpark or Scala) — a structured representation of data flow consumed by downstream DVP skills.
لغة النص الأصلي: الإنجليزية
Adapt source and migrated workloads for testing: inject session parameters, add enableHiveSupport(), defer env vars, and record adapted_source in entrypoints.json. Status: design phase.
لغة النص الأصلي: الإنجليزية
Generate dvp/04-results/entrypoints.json from an ASG (Warp EntrypointDetector). Triggers: entrypoints, pipelines, entry point inventory.
لغة النص الأصلي: الإنجليزية
Scan .py, .ipynb, and .scala files for SMA (Snowpark Migration Accelerator) EWI codes and resolve them. Triggers: fix EWIs, resolve SPRKPY, resolve SPRKSCL, resolve PNDSPY, SMA warnings, migration issues, Scala migration.
لغة النص الأصلي: الإنجليزية
Identify input and output data (files and tables) from source workloads and infer column schemas. Triggers: identify IO, find inputs outputs, map data flow, discover tables files, extract schema.
لغة النص الأصلي: الإنجليزية
Fix migrated Snowpark test code until all tests PASS (not just run). Uses git-based iteration to diagnose and resolve PySpark-to-Snowpark API incompatibilities. Triggers: fix migrated tests, make migrated tests pass, snowpark test errors, migration test…
لغة النص الأصلي: الإنجليزية
Convert Jupyter notebooks to Python scripts for testing. Triggers: convert notebook, notebook to script, ipynb to py, databricks notebook.
لغة النص الأصلي: الإنجليزية
"Initialize DVP workspace and orchestrate validation pipeline. Triggers: start DVP, initialize workspace, setup validation, run DVP, create DVP structure."
لغة النص الأصلي: الإنجليزية
Generate synthetic test data (CSV files) for all pipeline inputs based on data_io_schema.json and optionally the ASG for constraints and relationships.
لغة النص الأصلي: الإنجليزية
Execute generated pytest suites for source and migrated workloads. Fixes runability issues, ensures source tests pass, ensures migrated tests execute. Triggers: run tests, execute tests, validate migration, test runner.
لغة النص الأصلي: الإنجليزية
Generate pytest files for source and migrated workloads based on entrypoints.json.
لغة النص الأصلي: الإنجليزية
Fresh PySpark → Snowpark API conversion via the SMA CLI. Bundled sub-skill of `snowpark-api`, loaded only after the parent has determined that the user wants a NEW SMA conversion (intent=migrate, language=Python). Owns SMA CLI detection, the SMA invocation…
لغة النص الأصلي: الإنجليزية
Snowpark Python API conversion path via the SMA CLI. Bundled sub-skill of `spark-migration`, invoked by the parent ONLY when the user explicitly asks for an SMA / Snowpark API rewrite (`snowflake.snowpark`, snake_case `with_column` / `group_by` /…
لغة النص الأصلي: الإنجليزية
Generate interactive SMA dashboard to track EWIs from conversion. Triggers: sma dashboard, ewi tracker, track EWIs, conversion issues.
لغة النص الأصلي: الإنجليزية
Replace embedded file paths in SMA-converted Snowpark code. Use when: migrating Spark code via SMA, fixing file path references, updating storage locations, changing stage prefix. Triggers: replace embedded file paths, embedded file paths, file paths, SMA…
لغة النص الأصلي: الإنجليزية
Post-conversion pipeline owner for the Snowpark API path. Bundled sub-skill of `snowpark-api`. Loaded by `migrate-pyspark-to-snowpark-api` after a fresh SMA run, AND directly by `snowpark-api/SKILL.md` when the user wants to operate on an already-migrated SMA…
لغة النص الأصلي: الإنجليزية
Standalone assessment of PySpark and Databricks workloads for Snowflake SCOS compatibility. Produces a MigrationReadinessReport.html and AssessmentIR.json without committing to migration. Use when: analyzing Spark workload complexity, generating a migration…
لغة النص الأصلي: الإنجليزية
Migrate PySpark and Databricks workloads to Snowflake SCOS (Snowpark Connect for Spark). Use when: converting Spark code to run on Snowflake, analyzing PySpark compatibility, updating imports to Spark Connect equivalents, or migrating from Databricks.…
لغة النص الأصلي: الإنجليزية
Migrate Spark Java workloads to Snowflake SCOS (Snowpark Connect for Spark). Use when: converting Java Spark code to run on Snowflake, analyzing Java Spark compatibility, updating imports to Spark Connect equivalents, or migrating from standalone Spark Java.…
لغة النص الأصلي: الإنجليزية
Migrate Spark Scala workloads to Snowflake SCOS (Snowpark Connect for Spark). Use when: converting Scala Spark code to run on Snowflake, analyzing Scala Spark compatibility, updating imports to Spark Connect equivalents, or migrating from standalone Spark…
لغة النص الأصلي: الإنجليزية
Snowpark Connect (SCOS) skills for migrating and validating PySpark, Spark Scala, and Spark Java workloads on Snowflake. Generates SMA-compatible reports (Issues.csv, InputFilesInventory.csv, ArtifactDependencyInventory.csv) using EWI codes (SPRKCNTPY* for…
لغة النص الأصلي: الإنجليزية
Validate a completed PySpark to Snowpark Connect migration across an entire workload. Surveys every entrypoint, weights each by table complexity, groups them into semantic sections, packs them into balanced batches, and runs a pool of dedicated SDK worker…
لغة النص الأصلي: الإنجليزية
Validate a completed Spark Java to Snowpark Connect (SCOS) migration by surveying the workload, asking the user to choose up to 10 entrypoints, synthesizing mock data, provisioning isolated test schemas, running the original workload on local Spark + Delta,…
لغة النص الأصلي: الإنجليزية
Validate a completed Spark Scala to Snowpark Connect (SCOS) migration across an entire workload. Surveys every entrypoint, weights each by table complexity, optionally scopes to a subset, packs balanced batches, synthesizes mock data, provisions isolated test…
لغة النص الأصلي: الإنجليزية
**[REQUIRED]** XO operator workflow system — the single entry point. Triage classifies the request, routes to the right stage reference, and composes multi-stage pathways. Recording (save) and Recall run underneath. Triggers: work item, WI, task, implement,…
لغة النص الأصلي: الإنجليزية
Manage the end-to-end lifecycle of the Snowflake and SAP BDC Zero-Copy Integration and connector. Use when: consuming SAP data products in Snowflake, publishing Snowflake databases to SAP BDC with minimal CSN (v1.0, SDK-compatible), analyzing shared SAP data,…
لغة النص الأصلي: الإنجليزية
Audits all (or selected) Cortex Agents in a Snowflake account. For each agent the skill reads the live specification, extracts every dependency (semantic views, Cortex Search services, UDFs, warehouses, tables), then checks whether a user-supplied role holds…
لغة النص الأصلي: الإنجليزية
Generate SnowPro certification study materials including study plans, domain deep-dives, flashcards, and practice exam questions for any SnowPro exam. Dynamically discovers current certifications and exam versions from Snowflake. Use when asked to study, prep…
لغة النص الأصلي: الإنجليزية
Use for ALL requests that mention: ontology, knowledge graph, semantic layer from schema, ontology-on-snowflake, abstract views, ontology metadata tables, KG_NODE, KG_EDGE, build ontology stack, generate ontology from tables, ontology layer generation, map…
لغة النص الأصلي: الإنجليزية
Use when migrating a Snowflake Data Clean Room from V1 (SAMOOHA Provider/Consumer API) to V2 (Collaboration API). Discovers V1 setup via introspection queries, maps constructs to Collaboration API equivalents, converts JinjaSQL templates, and generates…
لغة النص الأصلي: الإنجليزية
Use when a developer or data engineer wants to assess MLOps maturity, design a promotion strategy (Code/Model/Hybrid), or implement MLOps capabilities (CI/CD, monitoring, retraining, governance) on Snowflake for traditional ML or LLM/GenAI workloads.…
لغة النص الأصلي: الإنجليزية
Use when configuring private connectivity from Snowflake OpenFlow (running on SPCS) to AWS-hosted or on-premises data sources via AWS PrivateLink. Covers NLB + VPC Endpoint Service on AWS, then SYSTEM$PROVISION_PRIVATELINK_ENDPOINT, network rules, and…
لغة النص الأصلي: الإنجليزية
Use when a user pastes a Snowflake Quickstart URL or asks to learn/walk through a Quickstart. Fetches the source content from GitHub, parses it into stages, checks the learner's environment, and delivers a guided build experience with two modes (learner or…
لغة النص الأصلي: الإنجليزية
Use when designing or refactoring Snowflake RBAC: choosing a role hierarchy, creating database/schema access roles, setting up functional roles, deciding between primary and secondary roles, or referencing roles in masking and row access policies. Routes to…
لغة النص الأصلي: الإنجليزية
Use when a contributor has built a Cortex Code skill locally and wants a pre-PR readiness check before opening a pull request against Snowflake-Labs/cortex-code-skills. Verdict: promote, adapt, or skip — with concrete fixes. Triggers: "review a skill", "is…
لغة النص الأصلي: الإنجليزية
Use when learning Snowflake Semantic View patterns, teaching SV concepts, applying patterns to existing SVs, or building new SVs with best practices. Triggers: semantic view patterns, sv patterns, walk me through, time intelligence, range join, ASOF join,…
لغة النص الأصلي: الإنجليزية