Any2HeliosDB

Migrate Oracle, MySQL, PostgreSQL, and SQL Server into HeliosDB — Nano, Lite, or Full — or into stock PostgreSQL. A modern, Apache-2.0, clean-room Python successor to Ora2Pg: an interactive setup wizard, a parallel + resumable data load, a live full-screen migration monitor, structural and row-level validation, a GoldenGate-style change-data-capture (CDC) engine, and an MCP server — all driving the target over the PostgreSQL wire protocol (with an experimental Oracle-wire path).

The CLI is a2h. Sources: Oracle, MySQL, PostgreSQL, and SQL Server — all validated end-to-end. Targets: HeliosDB (Nano/Lite/Full) or stock PostgreSQL through the one psycopg PostgreSQL-wire driver — so a2h is also a straight Oracle/MySQL/SQL-Server → PostgreSQL migrator (validated Oracle → PostgreSQL 16 incl. sequences) — plus a MySQL target for heterogeneous / migrate-back flows.

pip install any2heliosdb[oracle]   # add [mysql] / [mssql] / [mcp] / [all] as needed
a2h wizard            # connect, smoke-test, write config.toml
a2h migrate -c config.toml
a2h monitor -c config.toml          # (optional, in another terminal) watch it live
a2h test-count -c config.toml && a2h test-data -c config.toml

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Design principle: a thin translation layer over a runtime probe

a2h keeps the translation layer thin by adapting to what the target actually supports, discovered at runtime, instead of hard-coding per-edition behavior.

This is operational, not aspirational. At connect time a capability probe (target/capability.py) asks the live server what it actually accepts — COPY, ON CONFLICT, RETURNING, MERGE, PL/pgSQL, CHECK/FK enforcement — and the emitters translate only what this target cannot take, degrading gracefully for the rest. Editions are never assumed from a version string. See docs/heliosdb-compatibility.md for the supported editions, minimum versions, and how graceful degradation works.

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Install

pip install any2heliosdb            # core: psycopg (PG-wire) target + CLI
pip install any2heliosdb[oracle]    # + Oracle source (oracledb)
# extras: [mysql]  [mssql]  [mcp]  [all]   (combine, e.g. [oracle,mcp])

The psycopg PG-wire target is in core, so a source driver is the only extra you usually need: [oracle] (oracledb), [mysql] (PyMySQL; [mysql-cdc] adds binlog CDC), [mssql] (pyodbc + an ODBC driver), [mcp] (the MCP server SDK), or [all]. Python 3.9+; core deps are light (psycopg[binary], typer, rich, jinja2, tomli/tomli-w). Verify your environment with a2h doctor.

Developing on a checkout? Use an editable install instead: pip install -e ".[all,dev]".

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60-second quick start

# 1. Point a password at an env var (never store it in the config).
export ORACLE_PW='hr'

# 2. Interactive setup: connects both ends, detects the edition, probes
#    capabilities, round-trips a tiny COPY to prove NULL-vs-empty-string fidelity,
#    and writes config.toml.
a2h wizard

# 3. (optional) Inventory, type mapping and a cost estimate before you commit.
a2h assess -c config.toml

# 4. Schema + data, parallel and resumable.
a2h migrate -c config.toml
#   migrated 2 tables, 8 rows (load_mode=copy)

# 5. Validate. Non-zero exit on any mismatch, so this gates CI.
a2h test-count -c config.toml      # row-count parity
a2h test-data  -c config.toml      # PK-ordered, per-row checksum compare

# 6. If a load was interrupted, continue it with no duplicates.
a2h status -c config.toml
a2h resume -c config.toml

Change data capture (v1)

a2h extract  cdc1 -c config.toml   # capture source changes into a durable trail
a2h replicat cdc1 -c config.toml   # apply the trail to the target (idempotent)
a2h extracts      -c config.toml   # list extracts + capture/apply positions

Oracle capture is SCN-watermark — a full snapshot on the first cycle, then incremental (ORA_ROWSCN) after. MySQL capture is log-based binlog (real I/U/D, including deletes). Apply is an idempotent upsert (INSERT … ON CONFLICT … DO UPDATE), so re-running a trail slice never duplicates. Oracle LogMiner and SQL Server CDC are on the roadmap, built on the same Extract → trail → Replicat spine, and heterogeneous "migrate-back" sinks (HeliosDB → MySQL) are already supported.

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Compatibility matrix

Legend

Mark	Meaning
✅	Validated end-to-end (full integration suite passes against a live server).
⚠️	Experimental — code-complete and unit-tested, but its live parity test is blocked.

Source dialect × target edition (driver + status)

Source	HeliosDB-Nano	HeliosDB-Lite	HeliosDB-Full	Stock PostgreSQL
Oracle 21c	psycopg ✅	psycopg ✅ · native ⚠️	psycopg ✅ · native ⚠️	psycopg ✅
MySQL 8	psycopg ✅	psycopg ✅	psycopg ✅	psycopg ✅
PostgreSQL 14–16	psycopg ✅	psycopg ✅	psycopg ✅	psycopg ✅
SQL Server 2022	psycopg ✅	psycopg ✅	psycopg ✅	psycopg ✅

The right-most column is stock PostgreSQL as a target — the same psycopg driver, so a2h doubles as an Oracle/MySQL/SQL-Server → PostgreSQL migrator (see migration/to-postgresql.md; Oracle → PostgreSQL 16 validated end-to-end incl. sequences). PostgreSQL as a source is validated against real PostgreSQL (Pagila — 65k rows, timestamptz, arrays, composite PKs, declarative partitions).

SQL Server → HeliosDB is validated end-to-end (migrate + test/test-count/ test-data): sys.* introspection, BIT→BOOLEAN, DATETIME2→TIMESTAMP, NVARCHAR(MAX)/VARBINARY(MAX) byte-perfect, FK referenced columns resolved. (Battle-tested against SQL Server 2022 → HeliosDB-Full; the psycopg path is edition-agnostic, as for the other sources.) Needs pip install -e ".[mssql]" (pyodbc + an ODBC driver).

MySQL→HeliosDB is validated end-to-end (migrate + test/test-count/test-data) on all three editions: information_schema introspection, TINYINT(1)→BOOLEAN, '' preserved (MySQL doesn't fold it to NULL), BLOB/unicode intact. CDC capture is Oracle-only (SCN-watermark) plus MySQL binlog (log-based, real I/U/D); other sources' log-based CDC is roadmap.

Minimum HeliosDB build per edition (full details in docs/heliosdb-compatibility.md):

• Nano — heliosdb-nano 3.58.5 or newer. The tool gates CDC apply to Nano ≥ 3.58.5 and refuses older builds with a clear error.
• Lite — 2.0 or newer. Migrate, validate, and CDC apply are green on a current build; the loader's serial-retry pass handles Lite's lack of concurrent transactions.
• Full — a current main build. The full suite — migrate, validate, and CDC — is green. (a2h emits standard CREATE SEQUENCE/nextval DDL and degrades to a warning on a build that does not yet implement it; table data still migrates.)

a2h does not assume capabilities from a version string — the runtime probe discovers them per connection and the tool degrades gracefully on an older build.

The native (Oracle-wire) driver is ⚠️ experimental on Lite and Full: it is code-complete and unit-tested, but its live parity test is blocked on a HeliosDB Oracle-listener TNS-version handshake; use psycopg for production work. native does not apply to Nano.

Feature support per edition (via the psycopg driver)

Capability	HeliosDB-Nano	HeliosDB-Lite	HeliosDB-Full
Schema DDL (tables, indexes, FKs, views, sequences³)	✅	✅	✅
Bulk load	✅ INSERT (no COPY)	✅ COPY	✅ COPY
Parallel + resumable load	✅	✅ (serial-retry converges¹)	✅
Validation (test / test-count / test-data)	✅	✅	✅
CDC apply (replicat)	✅ (≥ 3.58.5)²	✅	✅

¹ Lite rejects concurrent transactions today, so a chunk can fail under parallel contention yet succeed on a serial retry; the loader runs a serial mop-up pass and chunks are idempotent, so the load still converges with no duplicates.

² The tool gates CDC apply to Nano ≥ 3.58.5 and refuses older builds with a clear error.

³ Sequences are emitted as standard PostgreSQL DDL. Stock PostgreSQL and sequence-supporting HeliosDB builds create them natively; on a build that does not yet implement CREATE SEQUENCE/nextval, a2h emits the DDL and degrades to a warning — table data still migrates.

Heterogeneous targets & migrate-back (v2)

Beyond migrating into HeliosDB, the same engine runs any-to-any: a PostgreSQL-wire source adapter reads a HeliosDB (or PostgreSQL) server out, and a MySQL target driver writes to MySQL — so data can flow back out of HeliosDB (the GoldenGate-reverse direction).

Direction	Driver path	Status
Oracle → MySQL	oracledb → mysql	✅ validated (migrate + TEST_COUNT + TEST_DATA)
HeliosDB → MySQL (migrate-back)	postgres source → mysql	✅ validated (migrate + TEST_COUNT)
MySQL → HeliosDB	pymysql → psycopg	✅ validated (all editions)

When HeliosDB is the source, its PG-wire catalog exposes no PK/FK/index metadata and no column precision/scale today, so chunking falls back to a single chunk and test-data self-handles the PK-less case — test-count (row parity) is the gate for migrate-back; the tool works around the missing catalog metadata. SQL Server remains scaffolded.

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The target drivers

• psycopg (default) — PostgreSQL wire via psycopg v3. Portable across Nano / Lite / Full. The tool performs the Oracle→PG dialect translation; the capability probe decides per connection what must be rewritten vs. passed through. This is the validated, production path into HeliosDB.
• mysql — a MySQL target (PyMySQL) for heterogeneous / migrate-back flows (INSERT + ON DUPLICATE KEY UPDATE); validated as the sink for Oracle→MySQL and HeliosDB→MySQL.
• native (experimental) — connects through the same wire protocol as the source (Oracle TNS → Lite/Full via oracledb), so HeliosDB's in-database compatibility absorbs the dialect and the tool transforms almost nothing. Bulk load is array INSERT (no COPY). Code-complete and unit-tested; live validation pending a HeliosDB TNS-version fix.

Pick the driver in [target].driver ("psycopg" or "native"); see configuration.

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Documentation

Guide	What's inside
docs/	The full documentation index.
Getting started	Install, prerequisites, doctor, wizard, the end-to-end workflow with real transcripts.
Configuration	Every config.toml field, env-var passwords, driver selection, tuning.
Oracle → Lite · → Full · → Nano	Per-target migration guides.
MySQL & SQL Server	The MySQL and SQL Server source guides.
→ PostgreSQL	a2h as an Oracle/MySQL/SQL-Server → stock PostgreSQL migrator.
CDC	Extract → trail → Replicat, the verbs, v1 limits, v2 roadmap.
MCP server	Expose the toolkit as MCP tools (Bearer auth + RBAC) for AI agents.
CLI reference	Every a2h command and option.
Type mapping	The full Oracle→HeliosDB table + overrides.
HeliosDB compatibility	Supported editions, minimum versions, and the runtime capability probe.
Troubleshooting	Common issues + the per-edition minimum builds.

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Development

pip install -e ".[all,dev]"
pytest -q                       # hermetic unit tests

# Integration tests need a live source + target:
A2H_TEST_TARGET_PORT=<port> A2H_TEST_ORACLE_DSN=host:1521/SVC \
A2H_TEST_ORACLE_USER=hr A2H_TEST_ORACLE_PW=hr pytest tests/integration -q

License

Apache-2.0. Clean-room implementation — no Ora2Pg source is copied; only public catalog-query knowledge and the Apache-licensed HeliosDB migration scaffold are referenced.