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ora2pg-gap-report

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tests PyPI Python License: Apache 2.0

A companion for migrating Oracle, MySQL/MariaDB and SQL Server to PostgreSQL with ora2pg: it finds what ora2pg will get wrong before you start, repairs what can be repaired mechanically, and checks the result against a real PostgreSQL - so the gaps turn up on your laptop, not in production.

pip install ora2pg-gap-report

# What will break, before anything is converted
ora2pg-gap-report schema/

# The whole path, checked against a real, throwaway PostgreSQL
ora2pg-gap-report --migrate out/ --load-check docker schema/

What --migrate does with schema/, step by step - each step is also a mode of its own:

 schema/ (Oracle DDL, a mysqldump, an SSMS script)
    |
    |  1. scan       133 confirmed ora2pg gaps    -> out/report.html, out/MIGRATION.md
    |  2. prepare    rewrite what ora2pg's parser trips over  (--prepare)
    |  3. convert    ora2pg, once per object type             -> out/converted/
    |  4. fix        repair ora2pg's known mechanical bugs    (--fix), and what the source says
    |  5. load       into a real PostgreSQL, every error tied to its gap  (--load-check)
    v
 out/converted/*.sql that loads - or a list of exactly what does not, and why

--dialect mysql or --dialect mssql for the other two sources. ora2pg itself is needed for --migrate (on PATH, or --ora2pg-bin docker:IMAGE); scanning alone needs nothing but Python.

Or nothing but docker. The image has the tool, ora2pg 25.0 and psql in it; give it the docker socket for --load-check docker:

docker run --rm --user "$(id -u):$(id -g)" --group-add "$(stat -c %g /var/run/docker.sock)" \
  -v "$PWD:/work" -v /var/run/docker.sock:/var/run/docker.sock \
  ghcr.io/lunch418/ora2pg-gap-report --migrate out/ --load-check docker schema/

--user and --group-add make the files in out/ yours and let the container reach docker; for a scan alone, docker run --rm -v "$PWD:/work" ghcr.io/lunch418/ora2pg-gap-report schema/ is enough. The image speaks English; add --lang ru for Russian. With the tool installed by pip but no ora2pg, the same image can be just the ora2pg: --ora2pg-bin docker:ghcr.io/lunch418/ora2pg-gap-report.

ora2pg-gap-report in a terminal: findings per failure stage, every gap once, and one gap in detail

The problem

Migrating from Oracle to Postgres Pro Standard/Certified (i.e. without a Postgres Pro Enterprise license and without the proprietary ora2pgpro utility), the only available automated converter is the open-source ora2pg. By independent estimates it covers around ~80% of the PL/SQL -> PL/pgSQL conversion job on average. The remaining ~20% (packages, autonomous transactions, CONNECT BY, DBMS_*/UTL_* calls, compound triggers) is currently sorted out by hand, and is typically discovered after the fact — once something has already broken in production.

What this tool does

Scans an Oracle, MySQL/MariaDB or SQL Server schema before migration and reports exactly which objects ora2pg will skip without warning, underestimate the effort for, or convert incorrectly - and why; then, if you want, runs the migration itself and checks the result against a real PostgreSQL. Not a replacement for ora2pg, a layer on top of it: the list of what it actually fails to carry over was verified empirically against real PL/SQL code (docs/research/step0-show-report-baseline.md), not taken on faith.

Static analysis Looks for patterns in the source code (Oracle, MySQL/MariaDB or T-SQL), no ora2pg install required (except connect_by, see below)
Reproducible Every finding is confirmed by a real ora2pg + PostgreSQL run, not by reading the docs
7 output formats terminal, markdown, json, csv, sarif, html, checklist - the same set of findings every time
CI gate --fail-on + SARIF for GitHub/GitLab code scanning, and a ready-made GitHub Action
Works offline Self-contained bundle for closed networks (scripts/build_offline_bundle.py), see below
Baseline --save/--baseline — NEW/RESOLVED/UNCHANGED between runs
Post-migration check --verify — which pre-migration findings are still present in the generated code; takes its dialect from the baseline (not a functional check, see below)
Interactive mode --tui (optional, pip install "ora2pg-gap-report[tui]") — browse and click instead of remembering flags, --migrate included
Autofix --fix/--write - seven known-safe mechanical fixes for ora2pg's generated code (three for Oracle, three for T-SQL), picked by --dialect, see below
One-command migration --migrate out/ - scan, prepare, convert with ora2pg, fix (including what only the source still knows: statement triggers, package constants, ENUM types) and load, everything into one directory, see below
Docker image ghcr.io/lunch418/ora2pg-gap-report - the tool, ora2pg 25.0 and psql in one image: nothing to install but docker
Source preparation --prepare - rewrites what ora2pg's parser trips over in the dump itself (DELIMITER, DEFINER, [brackets], q'[...]'), before ora2pg runs, see below
Recipes and a checklist A tested PostgreSQL pattern for each class of problem, and -f checklist: a task list that keeps its ticks between runs, see below
Load check --load-check docker - loads the generated code into a real, throwaway PostgreSQL and ties every statement that fails to its GAP-NNN, to --fix, or to an earlier failure; nothing is committed, see below

Detectors

Detector What it catches
autonomous_tx PRAGMA AUTONOMOUS_TRANSACTION inside a PACKAGE BODY — ora2pg converts it via dblink, but under-costs or drops the cost entirely in SHOW_REPORT/--estimate_cost
compound_triggers COMPOUND TRIGGER — ora2pg's file parser silently returns 0 triggers, with no error at all
dbms_utl_calls Classifier for specific DBMS_*/UTL_* calls — which ones ora2pg actually converts, and which are left as-is
connect_by Lints ora2pg's own generated WITH RECURSIVE for the LEVEL bug. Enabled with --check-connect-by and, unlike the others, requires ora2pg to be installed
merge_delete_clause MERGE ... WHEN MATCHED THEN UPDATE SET ... DELETE WHERE ... — a compound Oracle construct with no equivalent in PostgreSQL's MERGE. A plain MERGE without DELETE WHERE isn't flagged — that's fine, it's not a gap
bulk_collect Local TYPE ... IS TABLE OF, BULK COLLECT INTO, FORALL — practically never converted by ora2pg. The most common finding in real-world code of any detector in this project
database_link table@dblink_name — a direct reference to a remote DB via database link. Copied as-is, no equivalent without manually setting up postgres_fdw/dblink
model_clause MODEL PARTITION BY ... DIMENSION BY ... MEASURES ... RULES — spreadsheet-style computation in SQL. Has no direct equivalent in PostgreSQL at all
pivot_clause PIVOT/UNPIVOT — rotating rows into columns directly in SQL. Copied as-is, PostgreSQL has no built-in equivalent
object_type CREATE TYPE ... AS OBJECT/TYPE BODY — Oracle object types. --estimate_cost has no costing mechanism for them at all, not just an underestimate
with_function WITH FUNCTION/WITH PROCEDURE — an inline function inside a query's own WITH clause. ora2pg's parser breaks the source structure, it doesn't just fail to convert it
flashback_query AS OF TIMESTAMP/AS OF SCN — a flashback query. Copied as-is, no equivalent in PostgreSQL at all
global_temp_table CREATE GLOBAL TEMPORARY TABLE — the ON COMMIT clause is dropped entirely, and Oracle's and PostgreSQL's defaults are opposite (a silent behavior change, not an error)
table_partitioning PARTITION BY RANGE/LIST/HASH — table partitioning is dropped entirely, with no warning at all
connect_by_nocycle CONNECT BY NOCYCLE/ORDER SIBLINGS BY — unlike plain CONNECT BY, breaks the structure of the entire surrounding PL/SQL block
context_object CREATE CONTEXT — an application context (often the basis for VPD) isn't converted at all, leaving only a trace in the DEBUG log
insert_all INSERT ALL/INSERT FIRST — a multi-table insert. Copied as-is, PL/pgSQL fails at body-compilation time
json_table JSON_TABLE(...) — doesn't exist in PostgreSQL 16 and earlier (it exists in 17, but with a different COLUMNS syntax)
external_table CREATE TABLE ... ORGANIZATION EXTERNAL — the section is dropped entirely, the table becomes an ordinary, empty one
sql_macro SQL_MACRO — converted into an ordinary function, fails when called the way it was written to be used
invisible_column An INVISIBLE column loses its invisibility — silently shows up in SELECT * after conversion
collection_type CREATE TYPE ... TABLE OF/VARRAY OF — the collection type vanishes without a trace, dependent tables fail as soon as the DDL is loaded
cross_apply CROSS APPLY/OUTER APPLY — PostgreSQL has no APPLY syntax at all, the closest equivalent is JOIN LATERAL
oracle_text Oracle Text — the domain index (INDEXTYPE IS CTXSYS.*) is dropped, CONTAINS/CATSEARCH/MATCHES are not carried over
recursive_with A native recursive WITH ... AS (...) (not via CONNECT BY) missing the RECURSIVE keyword that PostgreSQL requires
invisible_index An INVISIBLE index loses its invisibility to the optimizer — PostgreSQL has no equivalent
read_only_table CREATE TABLE ... READ ONLY loses its immutability guarantee — INSERT succeeds where Oracle would have reliably blocked it
materialized_view_log CREATE MATERIALIZED VIEW LOG isn't converted at all, leaving only a trace in the DEBUG log
identity_column GENERATED ... AS IDENTITY (...) with options — a double-parenthesis substitution bug in ora2pg itself, not a skipped conversion
rowid_type ROWID/UROWID as a column's data type — converted to oid, a replacement type incompatible with the data it's supposed to hold
sequence_cycle CREATE SEQUENCE ... CYCLE — the CYCLE section is dropped, NEXTVAL fails once the range is exhausted instead of wrapping around
default_on_null DEFAULT ON NULL is copied verbatim — a syntax error the moment CREATE TABLE itself is applied
public_synonym CREATE [PUBLIC] SYNONYM — loses the target object's schema; when the names match, the result is a self-referencing VIEW
virtual_column GENERATED ALWAYS AS (...) VIRTUAL — loses the ORA-54016 protection against explicit assignment; the generated trigger silently overwrites the value
nested_subprogram A locally nested procedure/function "leaks" out as a separate object, its containing block disappears, and its body gets corrupted
conditional_compilation $IF/$ELSIF/$ELSE/$END are copied verbatim — fails on the first call, not at CREATE time
package_state A package-level variable — the set_config/current_setting emulation is broken (no type cast, no missing_ok)
index_organized_table ORGANIZATION INDEX (IOT) is dropped — the table becomes an ordinary heap with a separate index, losing the storage architecture
match_recognize MATCH_RECOGNIZE — row pattern matching, copied verbatim; PostgreSQL has no equivalent at all, so the DDL fails to load
connect_by_pseudocolumn CONNECT_BY_ROOT/CONNECT_BY_ISLEAF/CONNECT_BY_ISCYCLE — carried into the generated recursive CTE unconverted. SYS_CONNECT_BY_PATH is deliberately not flagged: ora2pg converts that one correctly
keep_dense_rank KEEP (DENSE_RANK FIRST/LAST ORDER BY ...) — Oracle's aggregate modifier, copied verbatim; no KEEP syntax in PostgreSQL
multiset_operator CAST(MULTISET(...)), MULTISET UNION/INTERSECT/EXCEPT, MEMBER OF, SUBMULTISET OF — collection operators, none of which exist in PostgreSQL
sample_clause SAMPLE (n) / SAMPLE BLOCK (n) — PostgreSQL has the same capability under different syntax (TABLESAMPLE), but ora2pg doesn't translate it
accessible_by ACCESSIBLE BY — the caller whitelist is copied straight into the generated function header, which PostgreSQL rejects
local_time_zone TIMESTAMP WITH LOCAL TIME ZONE becomes a bare timestamp — the session-time-zone conversion silently disappears (timestamptz would be faithful). No error, ever
temporal_validity PERIOD FOR (Temporal Validity) is mangled into a truncated period FOR fragment — breaks the whole CREATE TABLE, not just the feature
bitmap_index CREATE BITMAP INDEX becomes USING gin, which PostgreSQL refuses on an ordinary scalar column (no default operator class) — the index isn't created at all
object_table CREATE TABLE ... OF <type> — OF ends up as a column name and the constraints are lost. With the type present the load succeeds silently, leaving a structurally wrong table
ignore_nulls IGNORE NULLS / RESPECT NULLS on analytic functions is copied verbatim; PostgreSQL 16 has no such syntax at all, so the query fails to parse
nlssort NLSSORT becomes a COLLATE clause carrying the Oracle language name across — PostgreSQL has no collation by that name, so the query fails at run time
long_raw_type LONG RAW is mapped to text even though ora2pg's own documented default is LONG RAW:bytea — binary data then cannot be loaded at all
anydata_type SYS.ANYDATA / ANYDATASET / ANYTYPE is copied through as a type name; PostgreSQL has neither the type nor a SYS schema
system_trigger A trigger ON DATABASE/ON SCHEMA is emitted as an ordinary table trigger on a table literally named database/schema, keeping the Oracle event keyword
trigger_follows FOLLOWS/PRECEDES leaks inside the generated trigger function's body — the trigger loads cleanly and then breaks every write to the table
table_collection The TABLE(...) collection-unnesting operator is copied verbatim; PostgreSQL has no such operator
cursor_expression CURSOR(SELECT ...) is copied verbatim; PostgreSQL has no cursor expressions
for_update_wait FOR UPDATE ... WAIT n is copied verbatim; PostgreSQL offers only NOWAIT and SKIP LOCKED there
rownum_dml ROWNUM in an UPDATE/DELETE is rewritten to LIMIT n, which PostgreSQL does not accept on DML (in a subquery it converts correctly and is not flagged)
to_date_rr An RR format model inside TO_DATE is left in place; PostgreSQL silently returns year 1 BC instead of raising anything — wrong data, no error
authid_clause AUTHID CURRENT_USER/DEFINER makes ora2pg drop the entire routine — no output, no error, not even a DEBUG log line
pragma_exception_init PRAGMA EXCEPTION_INIT handlers all collapse onto SQLSTATE '50001', which PostgreSQL never raises — the handler becomes dead code and the error escapes
subtype_range SUBTYPE ... RANGE lo .. hi is carried into CREATE DOMAIN verbatim, and PostgreSQL's CREATE DOMAIN has no RANGE clause
alt_quote_literal Oracle's q'[...]' alternative quoting is copied verbatim; PostgreSQL parses q as an identifier and the rest of the statement derails
goto_statement GOTO is copied verbatim; PL/pgSQL has no GOTO at all
cursor_rowtype <cursor>%ROWTYPE is copied verbatim; PL/pgSQL allows %ROWTYPE only against a table or view (plain <table>%ROWTYPE converts fine and is not flagged)
wm_concat WM_CONCAT is copied verbatim — unlike LISTAGG, which ora2pg does rewrite to string_agg
read_only_view WITH READ ONLY is dropped; the resulting PostgreSQL view is auto-updatable, so writes Oracle rejected now silently succeed
sdo_geometry SDO_GEOMETRY becomes the PostGIS geometry type with no CREATE EXTENSION postgis emitted — the DDL fails to load on a stock server
table_if_not_exists 23ai's CREATE TABLE IF NOT EXISTS — ora2pg takes IF for the table's name and emits CREATE TABLE if ( not EXISTS ...; the load fails and ON_ERROR_STOP stops the whole schema
identity_on_null GENERATED BY DEFAULT ON NULL AS IDENTITY — ON NULL is dropped, so an INSERT that passes NULL for the column (Oracle fills it in) fails on NOT NULL in PostgreSQL
package_constant_chain A package constant initialized from another (c_stamp := c_date || ' HH24') - ora2pg splices the two current_setting() calls into a non-expression; every routine reading it fails to load
ref_cursor_type TYPE x IS REF CURSOR - becomes CREATE OR REPLACE TYPE ... AS REFCURSOR, which PostgreSQL has no syntax for; functions returning it fail too
repeated_package_call pkg.proc; written without parentheses, when the same routine already called it - the repeat loses CALL and the routine fails to load
trigger_package_call A trigger calling a package procedure - triggers are converted on their own, so the call is copied without CALL and the trigger fails to load
statement_trigger A statement-level trigger (no FOR EACH ROW) - ora2pg writes FOR EACH ROW, so it fires once per row instead of once per statement, silently
package_constant_default A package constant as a parameter default (p_os := g_os_windows) - copied as it is while the body's reads are rewritten; the function fails to load
package_type_anchor %TYPE/%ROWTYPE in a package RECORD field or SUBTYPE - copied into the CREATE TYPE/CREATE DOMAIN ora2pg makes of it; DDL has no %TYPE, it does not load
package_type_reference A package type (SUBTYPE, RECORD, TABLE OF) used in the package's own routines without its name - ora2pg creates it in the package schema and leaves the uses bare: type does not exist
supplied_package_call A procedure of a supplied package called as a statement (DBMS_STATS.GATHER_TABLE_STATS(...), UTL_FILE.FCLOSE(f), HTP.P(...)) - copied without CALL, the routine does not load
dbms_sleep DBMS_LOCK.SLEEP / DBMS_SESSION.SLEEP - ora2pg writes pg_sleep(n); without PERFORM, the routine does not load; --fix repairs it
empty_string_null '' compared, assigned, as a DEFAULT or the fallback of NVL/COALESCE - NULL in Oracle, an empty string in PostgreSQL: loads, then returns different results
number_without_precision NUMBER without a precision (column, variable, parameter, return) - ora2pg makes it bigint: 9.99 is stored as 10. Once per file; DEFAULT_NUMERIC numeric in ora2pg.conf fixes it
number_as_float NUMBER(p,s) and FLOAT - ora2pg makes them real/double precision: 0.1 + 0.2 is no longer 0.3. Once per file; PG_NUMERIC_TYPE 0 and DATA_TYPE FLOAT:numeric fix it
integer_division A division of integers (7 / 2, i / 2 with i PLS_INTEGER) - 3.5 in Oracle, 3 in PostgreSQL
substr_start SUBSTR(s, 0, n) or SUBSTR(s, -n) - PostgreSQL's substr returns another part of the string
schema_qualified_name A schema-qualified name ("HR"."EMP", the way GET_DDL writes every one) - ora2pg keeps the schema on tables, views and sequences but never creates it, and drops it on triggers and in view bodies: nothing loads on a fresh database

The twenty-seven below are the MySQL/MariaDB dialect (--dialect mysql, ora2pg -m — see "Source dialects" further down); every other detector in this table is Oracle-only.

Detector What it catches
mysql_enum_type ENUM(...) — ora2pg synthesizes a named PostgreSQL type for it but never emits the CREATE TYPE ... AS ENUM (...) that type needs; CREATE TABLE fails to load
mysql_on_update_current_timestamp DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP — the ON UPDATE ... fragment is copied verbatim into DEFAULT, which PostgreSQL's DEFAULT has no syntax for at all
mysql_on_duplicate_key_update INSERT ... ON DUPLICATE KEY UPDATE — copied verbatim into the function/procedure body; PostgreSQL's INSERT has no such clause, fails on first call
mysql_signal SIGNAL/RESIGNAL — copied verbatim; neither exists in PL/pgSQL, fails on first call
mysql_fulltext_index FULLTEXT KEY/FULLTEXT INDEX inside CREATE TABLE's column list — not recognized as an index at all; the bare keywords are left where a column definition was expected, and CREATE TABLE fails to load
mysql_key_index KEY <name> (<cols>) — mysqldump's own default spelling for a secondary index. Left as a key <NAME> stub where a column was expected, so CREATE TABLE fails to load. The INDEX synonym and UNIQUE KEY both convert fine
mysql_index_prefix An index on a column prefix (KEY idx (note(20)), required for TEXT/BLOB) - ora2pg writes (note"(20), an unclosed quote that swallows the rest of the file; PostgreSQL has no prefix index, so it is a decision per index
mysql_index_name_collision One index name on several tables - fine in MySQL, a clash in PostgreSQL, where the second CREATE INDEX fails; --prepare renames them <table>_<name>
mysql_spatial_index SPATIAL KEY/SPATIAL INDEX — same shape as FULLTEXT, but restored as a GiST index over a PostGIS type
mysql_limit_comma LIMIT offset, count — copied verbatim; PostgreSQL rejects the comma form outright (LIMIT #,# syntax is not supported)
mysql_replace_into REPLACE INTO — copied verbatim; no PostgreSQL equivalent, and ON CONFLICT DO UPDATE is not a literal substitute (REPLACE deletes, so delete-side cascades fire)
mysql_insert_ignore INSERT IGNORE — copied verbatim; ON CONFLICT DO NOTHING is narrower than what IGNORE actually suppresses
mysql_prepare_from PREPARE <name> FROM <string> — PostgreSQL spells its own PREPARE differently (AS <query>, not a string variable); PL/pgSQL's EXECUTE is the real equivalent
mysql_last_insert_id LAST_INSERT_ID() — copied verbatim; no such function in PostgreSQL
mysql_auto_increment_start AUTO_INCREMENT=<n> table option — on the file-based path the column becomes serial correctly but the starting value is lost (a live-DB export gets it via INFORMATION_SCHEMA.TABLES, which the file-based path never queries), so the sequence restarts at 1 and the first insert after a data migration collides on the primary key
mysql_date_format DATE_FORMAT(...) — emitted as a bare row constructor with the to_char name missing and %d untranslated. Nothing errors at any stage; the query just silently returns a tuple instead of a formatted string
mysql_foreign_key FOREIGN KEY — dropped (both the named-CONSTRAINT and bare forms) whenever the target PG_VERSION is left unset or set to 12 or lower, ora2pg's own default; a Perl autovivification accident in shared, dialect-agnostic code makes every referenced table look partitioned, so the constraint is silently skipped, on file input or a live connection alike, with no error at all
mysql_zero_date '0000-00-00' — MySQL's "not set" marker is silently rewritten to a real '1970-01-01', so unfilled-date queries stop matching and reports start showing 1970 as an event
mysql_declare_handler DECLARE ... HANDLER — dropped with no EXCEPTION block in its place, so a routine's whole error-handling policy disappears: what MySQL swallowed now aborts the caller's transaction
mysql_collate COLLATE/CHARACTER SET on a column — dropped. MySQL's usual *_ci rules are case-insensitive, PostgreSQL's default is not, so queries silently start returning different rows
mysql_set_type SET(...) — becomes plain text. The only medium of the MySQL batch: the schema works and existing data survives, but nothing validates future writes
mysql_delimiter_routine A procedure/function under DELIMITER ;;////$$ — how mysqldump and every mysql-client script write routines. The delimiter and DELIMITER ; leak into the generated body, which does not load; from a real sakila dump not one routine was created
mysql_delimiter_trigger A trigger under a delimiter without ; (//, $$, |) — ora2pg finds no trigger at all: no output, no error, the table just has no trigger
mysql_definer_procedure CREATE DEFINER=... PROCEDURE (mysqldump's spelling) — -t PROCEDURE skips it silently, because its parser, unlike -t FUNCTION's, has no DEFINER= pattern
mysql_versioned_comment A trigger/view/routine inside /*!50003 ... */ — mysqldump's own output for every trigger and view. ora2pg strips comments first, and the objects go with them
mysql_create_table_if_not_exists CREATE TABLE IF NOT EXISTS — becomes a table called if; the load fails and stops the whole schema
mysql_temporary_table CREATE TEMPORARY TABLE — TEMPORARY is dropped, so the table is permanent and shared: one session's rows are visible to every other

And these twenty-one are the T-SQL/SQL Server dialect (--dialect mssql, ora2pg -M).

Detector What it catches
mssql_bracket_identifier [dbo].[Orders], [Id], [int] — the brackets SSMS emits for every name are never stripped on the file-based path; they end up inside the generated identifier and inside type names, and the DDL fails to load. The widest-reaching gap of the batch
mssql_newid_default NEWID() — mapped onto uuid_generate_v4() with no CREATE EXTENSION "uuid-ossp" emitted, so CREATE TABLE fails to load
mssql_update_set UPDATE ... SET — mistaken for T-SQL's variable-assignment SET: the keyword is deleted and = becomes :=, breaking every UPDATE in every procedure
mssql_identity_column IDENTITY(1,1) — dropped on the file-based path (no serial, no sequence; ora2pg reads identity metadata only from a live sys.identity_columns query, with no DDL-text fallback), so the first ordinary insert fails on NOT NULL
mssql_parameterless_procedure A procedure with no parameters gets an unparseable empty DECLARE ; block — verified by A/B against the same procedure with a parameter, which comes out clean
mssql_if_statement IF — with a BEGIN/END block it gets THEN but never END IF; without one it gets no THEN at all
mssql_raiserror RAISERROR/THROW — copied verbatim; PL/pgSQL has neither
mssql_try_catch BEGIN TRY/BEGIN CATCH — copied verbatim, END TRY/END CATCH included
mssql_top_clause SELECT TOP n — copied verbatim; PostgreSQL has no TOP
mssql_scope_identity SCOPE_IDENTITY()/@@IDENTITY/IDENT_CURRENT() — copied verbatim
mssql_output_clause OUTPUT INSERTED.* — copied verbatim; RETURNING is the equivalent, and not an exact one
mssql_iif IIF() — copied verbatim, while the neighbouring CHARINDEX in the same statement does get translated
mssql_datediff DATEDIFF() — copied verbatim, though DATEADD and DATEPART beside it convert correctly
mssql_charindex CHARINDEX() — translated into position(), but with the quotes doubled: position(''abc'' in x), which is not valid SQL
mssql_filtered_index CREATE INDEX ... WHERE — dropped entirely, even though PostgreSQL has partial indexes with the same syntax (an INCLUDE index beside it converts fine)
mssql_foreign_key FOREIGN KEY — dropped whenever the target PG_VERSION is left unset or set to 12 or lower, same shared-code mechanism as on the MySQL side; no error at any stage
mssql_collation COLLATE — ignored by the CASE_INSENSITIVE_SEARCH citext default, which checks a column's base type but never its actual collation, so every string column becomes case-insensitive citext; for a _CS_ source collation that inverts comparison behaviour, verified on live data
mssql_computed_column A computed column (AS (expr) PERSISTED) is typed citext whatever the expression computes, so a numeric result is stored as text
mssql_rowversion ROWVERSION -> bytea, which never self-updates, so optimistic-locking checks silently stop detecting conflicts
mssql_schema_qualified_name [dbo].[Orders] - the schema is kept on every name but never created, so nothing loads on a fresh database; --fix writes CREATE SCHEMA IF NOT EXISTS
mssql_go_separator A procedure, function or trigger followed by GO, as SSMS ends every object - ora2pg puts the GO into the body (END GO END;), the routine does not load; --prepare removes the GO lines

Plus ora2pg_wrapper.py — runs ora2pg per object type against exported DDL and parses --estimate_cost, and oracle_connector.py/oracle_export.py — a live export of PACKAGE BODY/TRIGGER straight from an Oracle schema via DBMS_METADATA.GET_DDL.

Why almost everything is high

Of the 133 registered gaps (gap_registry.py) — 85 from the Oracle source dialect, 27 from MySQL/MariaDB (dialect="mysql", ora2pg -m) and 21 from T-SQL/SQL Server (dialect="mssql", ora2pg -M); see "Source dialects" below — 127 are high and 6 are medium (context_object, invisible_index, virtual_column, index_organized_table, sdo_geometry on the Oracle side, mysql_set_type on the MySQL side; the MSSQL batch has no medium at all) — severity is a GapEntry field now, cross-checked by scripts/doctor.py against the literal a detector's own source actually uses, not just a count taken on faith. Separately, there's one more detector on top of those 133, dbms_utl_calls — a classifier for DBMS_*/UTL_* calls, not tied to a specific GAP-NNN (it has no single reproducible minimal example — that's a deliberately broad category), also medium. low is a valid value in the registry (--severity low, with an hour range in effort_estimator.py), but hasn't been assigned to any detector yet — honestly, not because the criterion wasn't thought through, but because none of the confirmed cases landed there. Not a distribution chosen for its own sake — it fell out of real findings, following this principle:

  • high — either the generated code genuinely fails to compile/run in PostgreSQL (confirmed by running it on real PostgreSQL 16 — ERROR: syntax error... and similar, see the table in docs/research/AUDIT.md), or the construct disappears silently but the loss is architecturally significant: partitioning, an external table, a materialized view log, a READ ONLY guarantee, a database link — things that either break the migration outright or silently change system behavior in a way that isn't noticed right away, only in production.
  • medium — doesn't block the migration and doesn't lose data, but a real behavioral divergence worth double-checking: invisible_index (the index stops being hidden from the optimizer — affects the query plan, not correctness), context_object (an application feature, often the basis for VPD, but the migration itself doesn't fail from losing it), virtual_column (the final value in the column is correct — what's lost isn't data, it's early diagnostics for a mistaken explicit assignment), index_organized_table (integrity constraints are preserved — what's lost is storage architecture, not correctness), and separately dbms_utl_calls (a deliberately broad classifier — the real impact of a specific call varies too much to honestly call all of them high).

Methodology

This project doesn't try to find a detector for every Oracle-specific construct that exists. ROWNUM, DECODE, NVL, SYSDATE, %TYPE, sequences, standard exception semantics — ora2pg converts all of these correctly, and no detector is needed for them, however exotically Oracle-flavored they sound.

A new detector only appears once the hypothesis has been checked in practice:

  1. Pick a specific Oracle construct.
  2. Build a minimal reproducible example.
  3. Run the example through real ora2pg.
  4. Check the generated PostgreSQL code for correctness.
  5. If ora2pg handled it — the hypothesis is rejected, no detector gets written. If a real, reproducible bug turns up — a test fixture is added and a detector gets written.

That's how the initial hypothesis about CREATE PACKAGE was ruled out, for example — an obvious-looking candidate at first glance, but in practice ora2pg carries it over without issue (docs/research/step0-show-report-baseline.md). And that's how COMPOUND TRIGGER and the LEVEL bug in CONNECT BY were confirmed — both reproduced on a real ora2pg run, not assumed from a description.

Every confirmed finding is numbered and collected in docs/research/GAP_REGISTRY.md — each entry states which detector covers it and against which ora2pg version it was confirmed. docs/research/AUDIT.md is a summary check of the evidence behind every confirmed gap (research doc, real ora2pg output, expected/actual, tests, including guard tests against false positives).

Installation and usage

pip install ora2pg-gap-report   # (or: pip install . from a repo checkout)

The detector library itself (detectors/, models.py, report_generator.py) is pure Python with zero external dependencies — it can be imported on its own (e.g. from your own scripts) without installing anything else at all. The CLI has exactly one required dependency — rich, purely for a pleasant terminal output; it installs itself via pip install.

Right after installation, the command is available:

ora2pg-gap-report path/to/schema_dump.pkb another_file.sql

In an interactive terminal, the default is a colored report laid out like the HTML one: how many findings wait at each stage a migration reaches (conversion, schema load, run time, silently), the severity split and a rough hour range, every gap once, then each gap in detail — why, what to do, and its first few occurrences. For scripts/redirects — --format markdown, --format json, --format csv, --format sarif, or --format html (markdown also serves as the default format whenever stdout isn't a terminal):

--format can be omitted when --output's extension already says which one you want — .json, .csv, .sarif, .html/.htm and .md are recognised, anything else falls back to markdown, and an explicit --format always wins. -f, -o and -l are short forms of --format, --output and --lang.

ora2pg-gap-report path/to/schema_dump.pkb -o report.json   # format from the extension
ora2pg-gap-report path/to/schema_dump.pkb --format markdown > report.md
ora2pg-gap-report path/to/schema_dump.pkb --format csv --output report.csv

# SARIF 2.1.0 — for GitHub code scanning (Security tab) or GitLab SAST.
# Severity is mapped to SARIF levels: high -> error, medium -> warning,
# low -> note (SARIF has no separate critical level, and neither does
# this tool).
ora2pg-gap-report path/to/schema_dump.pkb --format sarif --output report.sarif

# A self-contained HTML page (no external CSS/JS/fonts — opens offline)
# — to show a client/manager, without installing anything.
ora2pg-gap-report path/to/schema_dump.pkb --format html --output report.html

# Optional: lint ora2pg's own generated code for CONNECT BY.
# Requires ora2pg to be installed (see https://github.com/darold/ora2pg)
# — the only external (non-Python) dependency anywhere in this project,
# and only for this one specific check.
ora2pg-gap-report path/to/schema_dump.pkb --check-connect-by

The HTML report from --migrate: whether the converted code loads, then the stage rail, severity and effort, and the gaps

The --format json format is described by a formal JSON Schema — schemas/report.schema.json (and the baseline-snapshot format from --save/--baseline is in schemas/baseline.schema.json), so third-party tools can reliably parse the output instead of guessing from examples. Both schemas are checked in the tests against real output (tests/test_schemas.py) — not just written and left as-is. --format sarif is checked the same way in tests/test_sarif.py against the official OASIS SARIF 2.1.0 schema (vendored into tests/fixtures/, so the tests don't depend on the network).

DDL files can be passed as-is — a single file may contain multiple packages/triggers, the detectors figure out object boundaries themselves, including from a script's own separators — SQL*Plus's /, T-SQL's GO, MySQL's DELIMITER. A directory can be passed too: everything with a .sql/.pks/.pkb extension inside gets scanned recursively (e.g. an entire DBMS_METADATA.GET_DDL export directory):

ora2pg-gap-report path/to/schema_dump_dir/

ora2pg-gap-report --version — show the installed version.

Interactive mode (--tui)

Everything above is flag-driven, on purpose — that's what makes it scriptable and CI-friendly. For browsing interactively instead of remembering flags, --tui opens a mouse/keyboard-driven screen: pick a file or directory in a tree, choose severity/language, scan, then move through the results table with the arrow keys: the box under it follows the cursor and shows each finding's GAP-NNN, when it actually breaks, what to do and why — the same information --explain and the terminal report show. It is styled after Claude Code's own terminal UI. To install and open it:

pip install "ora2pg-gap-report[tui]"   # adds textual — not part of the base install
ora2pg-gap-report --tui                # opens in the current directory
ora2pg-gap-report --tui path/to/schema_dump/   # opens there instead

ora2pg-gap-report --tui: the findings grouped by stage and one finding's gap, place and fix

Standalone mode, like --explain/--verify: the CLI takes at most one path (a starting point for the tree, not a list to scan directly — picking what to scan is the point of being inside the tree) and none of the scan-shaping flags (--severity, --format, --fail-on, --save, and so on all no-op once you're inside the TUI, so combining them is rejected outright rather than silently ignored). Once inside, the screen itself covers the same ground the flag-based workflow does: queue more than one file/directory with "Add to selection" before scanning, tick "Check CONNECT BY" for the same opt-in ora2pg-backed check --check-connect-by runs, and point the baseline field at a --save snapshot to see NEW/RESOLVED/UNCHANGED counts on the results screen (with its own "Save baseline" button to write one), or tick "Verify mode" to run the same post-migration --verify comparison against it. Running --tui without the [tui] extra installed prints a plain install hint, not a traceback.

"Migrate" runs --migrate on what is picked: a screen asks where to write, which ora2pg to use (ora2pg on PATH or docker:IMAGE) and whether to load the result into PostgreSQL in docker, shows each step while it runs, and ends with the same summary the command line prints. The directory it writes is the same too - report.html, MIGRATION.md, converted/, and load-check.txt/.json with the load.

ora2pg-gap-report --tui: the migrate screen after a run on the sample packages with the load into PostgreSQL 16

Documentation straight from the CLI

--explain GAP-023 (or just --explain 23) prints a specific gap's research document from the registry — the Oracle construct, real ora2pg output, the observed problem, the verdict, and the ora2pg/PostgreSQL versions the finding was confirmed against (currently 25.0/16 for all 133 — a single version, because there hasn't been a second one yet; gap_registry.py is already set up to store different versions for future findings) — without scanning any files:

ora2pg-gap-report --explain GAP-023

Research documents (docs/research/) are part of the repository but not part of the pip package (the package is ora2pg_gap_report/ only). When run from a package installed via pip install, rather than from a repo checkout, --explain shows a direct link to the document on GitHub instead of the document's text.

Migration recipes

The research docs say what goes wrong. The recipes say what to write instead: fifteen pages, one per class of problem (hierarchical queries, collections and BULK COLLECT, autonomous transactions, package state, temporary tables, PIVOT, MERGE/upserts, error handling, database links, DBMS_* calls, analytic functions, read-only and invisible objects, partitioning, T-SQL and MySQL expressions), each with the PostgreSQL pattern and what does not carry over. Every gap that has a recipe links to it from --explain, the terminal and HTML reports, the TUI, the checklist and --load-check.

The code in the recipes is not illustration: the test suite loads every page's SQL into a real PostgreSQL 16 and runs the ASSERTs in it, in both languages, so a recipe that stops working fails the build.

Target PostgreSQL version (--pg-version)

Every gap was confirmed on PostgreSQL 16. Some stop being a problem on a newer version, and --pg-version takes that into account - only where it was checked on that version:

ora2pg-gap-report --pg-version 17 schema/                          # JSON_TABLE is not reported
ora2pg-gap-report --pg-version 17 --load-check docker generated/   # loads into postgres:17

So far: JSON_TABLE (GAP-017) loads and returns the same rows on 17 and 18, NESTED PATH included - except with Oracle's ERROR ON ERROR before COLUMNS, which is still reported. What was left out is said on stderr. With a version older than 16 nothing is left out, and a note says the gaps were confirmed on 16: check the generated code with --load-check docker --pg-version N, which loads it into that version.

What the scan cannot see: SQL built at run time

EXECUTE IMMEDIATE v_sql, OPEN c FOR v_sql, DBMS_SQL.PARSE(c, v_sql), MySQL's PREPARE s FROM @sql, T-SQL's EXEC(@sql) and sp_executesql @sql run SQL whose text is only known when the program runs. No reading of the source can check it, this tool included. So instead of staying silent about it, every report lists these statements in a section of their own, "Not checked", after the findings: file, line, object, the statement, and "partly" where the text is joined from string literals and variables (the literals are scanned, what the variables add is not). SQL made only of literals is scanned in full and is not listed.

They are not findings: they count toward no severity, stage, effort estimate or --fail-on. In MIGRATION.md each is a box to tick once it has been run on PostgreSQL, and the ticks are kept like the others'. In JSON they are the unchecked array (schema_version 3); CSV and SARIF carry findings only.

Source dialects (--dialect)

ora2pg isn't Oracle-only: -m/--mysql and -M/--mssql point it at a MySQL/MariaDB or SQL Server source instead, still targeting PostgreSQL. Both were confirmed to work file-based (-i <file>, no live source database needed), so this project scans all three:

ora2pg-gap-report schema/                        # Oracle (the default)
ora2pg-gap-report --dialect mysql mysqldump.sql  # GAP-068..086, 106..111, 127..128
ora2pg-gap-report --dialect mssql ssms.sql       # GAP-087..105, 125, 126

Every non-Oracle gap was confirmed exactly the way the Oracle ones were: a minimal example, a real ora2pg -m/-M run, the generated PostgreSQL loaded onto a real PostgreSQL 16 server — and for the ones that never raise an error, a query actually run against real data to show what changes.

The three dialects' detectors are structurally separate (core.py's _ORACLE_DETECTORS/_MYSQL_DETECTORS/_MSSQL_DETECTORS tuples), so a file scanned under the wrong --dialect cannot trigger another dialect's detectors — by construction, not by keyword luck.

--verify, --fix and --tui all work across the three dialects too:

  • --verify needs no --dialect at all. Which detectors re-scan the generated output is worked out from the baseline itself — every detector belongs to exactly one dialect, so the names already in the snapshot determine it. That also means baselines written before dialects existed keep verifying unchanged, with no schema bump. Passing --dialect anyway is allowed but cross-checked: a snapshot taken with one dialect and verified with another's detectors would report "not detected" for every finding, which is a tautology rather than a check, so the pair is rejected instead. A snapshot mixing dialects, or naming detectors this build doesn't have, is rejected for the same reason — verifying against part of a baseline would produce a confident number computed from incomplete input.
  • --fix runs the mechanical fixes registered for --dialect. Each dialect has its own (see below); a dialect with none would say so instead of reporting every file as "nothing to fix", which would read as "your output is fine".
  • --tui has a dialect picker beside the severity and language ones, and applies the same rules — including taking the dialect from the baseline in verify mode.

--check-connect-by stays Oracle-only and now says so: CONNECT BY is Oracle syntax and the check runs ora2pg in Oracle mode, so on another dialect's file it could only ever find nothing.

Output language

The default output is in Russian — it doesn't change without an explicit action, so existing scripts and CI that parse the current output keep working unchanged. English is available as an option:

  • --lang en — for this run only, saves nothing;
  • --set-lang — opens a language picker ([1] English / [2] Русский) and saves it as the default for all future runs (~/.config/ora2pg-gap-report/language, or $XDG_CONFIG_HOME);
  • ORA2PG_GAP_REPORT_LANG=en — for CI, not saved;
  • on first run in an interactive terminal, if no language is set anywhere, the --set-lang picker shows itself once and saves the choice.

Priority order: --lang -> environment variable -> saved choice -> interactive picker (a real terminal only) -> Russian by default.

The entire scan output is translated: the terminal report, --format markdown/html, per-detector explanations and remediation hints, error messages, and --help (it follows --lang and the same priority order above). The research documents in docs/research/ exist in both languages — the English text at gap-NNN-*.md, the Russian beside it as .ru.md, for every gap — and --explain prints the one matching the output language.

Tracking migration progress (baseline)

A schema is usually fixed up iteratively — a snapshot of "what's wrong right now," then some fixes, then a re-run. --save stores the current run's findings as a snapshot; --baseline compares the next run against it and shows NEW/RESOLVED/UNCHANGED (on stderr, separate from the report itself):

ora2pg-gap-report path/to/schema_dump/ --save baseline.json
# ... fix up the schema, convert some objects by hand ...
ora2pg-gap-report path/to/schema_dump/ --baseline baseline.json

Findings are matched between runs not by line number (which shifts on any file edit), but by a fingerprint built from the detector, file, object, and matched snippet — so a finding is recognized as "the same one" even if the code around it was rewritten. --save/--baseline always operate on the full set of findings, regardless of --severity/--object (those flags only affect what gets displayed in the report).

A checklist that remembers (-f checklist)

For the weeks of work after the first scan, -f checklist writes a Markdown task list: one box per object and gap, grouped like the reports, each gap with what to do, its recipe and the --explain command. Commit it to the repository or paste it into an issue, and tick boxes as you go.

ora2pg-gap-report schema/ -f checklist -o MIGRATION.md
# ... fix things, tick boxes in MIGRATION.md ...
ora2pg-gap-report schema/ -f checklist -o MIGRATION.md   # same -o: progress is kept
**Done: 2 of 4 (50 %)**

## GAP-003 `TYPE ... IS TABLE OF` / `BULK COLLECT INTO` / `FORALL`

high · breaks at: run time · 1 of 2 open

**What to do:** Rewrite TYPE/BULK COLLECT as a PostgreSQL array ...
**Recipe:** [Collections and bulk operations](docs/recipes/collections-and-bulk.md)

- [ ] `EQUITABLE_SALARY_TRG` - `triggers.sql` (line 215)
- [x] `EQUITABLE_SALARIES_PKG` - `triggers.sql` (line 76)

Regenerating into the same -o reads the previous file first: a box you ticked stays ticked, an item no longer found in a file this run scanned again ticks itself ("no longer found"), and an item in a file not scanned this time keeps its state, so scanning a subset never marks the rest done. Run it from the same directory each time: items are keyed by object and by file path relative to it. A tick follows its object when the file is renamed or moved, and a routine when its package is split or renamed (PKG.LOG -> PKG_LOGGING.LOG), marked "was: ..." - but only when the match is unambiguous; otherwise the old item and the new one both stay. An existing file that is not a checklist this tool wrote is never overwritten.

CI gate

--fail-on high (or medium/low) — exit with code 1 if there's at least one finding at that severity level or higher (high above medium above low). Like --save/--baseline, this is evaluated against the full set of findings, not what's left after --severity/--object:

ora2pg-gap-report path/to/schema_dump/ --fail-on high
echo $?   # 1 if at least one high finding turned up

Exit codes, all distinct on purpose so a CI job can tell a real result from a broken run:

Code Meaning
0 The scan finished and the gate (if any) passed
1 --fail-on gate failed — findings at or above the threshold
2 Bad usage, or some input couldn't be scanned (missing/unreadable file, empty directory, broken baseline)
3 Internal error — a bug in this tool, not a migration finding. The scan continues past a crashing detector and still reports everything else, but the run is incomplete and --save is skipped
141 The reader closed the pipe (| head, quitting | less). Not a scan result at all — output was cut off by the reader, and the tool exits quietly. 128 + SIGPIPE, the status a shell reports for a process killed by SIGPIPE

Code 3 matters most in CI: an analyzer that crashed used to exit 1, indistinguishable from a gate that had honestly done its job and found problems.

A real-world output example against an open-source package — docs/examples/logger-autonomous_tx-report.md. On GitHub, the repository is a ready-made Action that does the scan, the SARIF upload to code scanning and the gate in one step:

- uses: Lunch418/ora2pg-gap-report@v0.17.0
  with:
    paths: schema/
    fail-on: high

Its inputs, and a full CI recipe — gating a PR, running alongside ora2pg itself, findings as inline PR annotations via SARIF — are in docs/ci-integration.md.

The effort estimate in the report is a rough heuristic by severity (an hour range, not a single number). It's a planning reference, not an estimate calibrated against real migrations — don't hand it to a client as a commitment. The severity range only prices the first occurrence of each detector — repeat findings from the same detector (the same already-learned fix applied again, not a new task) are priced with a separate, much smaller range instead of being counted as independent high/medium tasks each: 8 autonomous_tx findings in one package isn't 8 separate problems.

Post-migration check (--verify)

--save/--baseline compare two runs against the Oracle source over time. --verify is different: it compares pre-migration findings against what actually remains in the generated ora2pg PostgreSQL code:

ora2pg-gap-report oracle_schema/ --save migration.json   # before migration
# ... run ora2pg, get generated_postgresql/ ...
ora2pg-gap-report --verify --baseline migration.json generated_postgresql/
Baseline detectors  4
Still present        2
Not detected          1
Not verifiable        1

cross_apply       GAP-022   3 -> 1   STILL_PRESENT
json_table        GAP-017   2 -> 0   NOT_DETECTED
identity_column   GAP-028   4 -> 4   STILL_PRESENT
read_only_table   GAP-026   1 -> —   NOT_VERIFIABLE

This is not a functional check — the tool never connects to a database, never executes anything, never compares data. It statically looks for the same pattern already in the generated code. And even so, it doesn't work the same way for every detector:

  • Some constructs ora2pg copies into its output as-is (cross_apply, json_table, identity_column, and 56 more — 59 of the 134 detectors) — for these, re-running the detector against the output is meaningful: STILL_PRESENT if the pattern remains, NOT_DETECTED if it's gone.
  • Some ora2pg drops or rewrites away entirely (read_only_table, table_partitioning, and 70 more — 74 of the 134) — the construct isn't in the output by definition, regardless of whether someone fixed the problem by hand some other way. For these, the honest status is NOT_VERIFIABLE, not a fabricated NOT_DETECTED: treating absence as proof of a fix would be exactly the kind of manufactured confidence this project specifically avoids (see "Why almost everything is high" above).

Which mode applies to which detector, and why, for all 133 gaps — docs/verification-capability-matrix.md.

NOT_DETECTED also doesn't mean "provably fixed" — only "the pattern wasn't found in this code." A small difference, but it's exactly what separates an honest check from a comfortable lie.

--verify is a standalone mode: requires --baseline, incompatible with --explain/--save/--fail-on/--check-connect-by/--severity/--object, supports only --format terminal (default) and --format json.

The whole path in one command (--migrate)

ora2pg-gap-report --migrate out/ --load-check docker schema/
ora2pg-gap-report --migrate out/ --ora2pg-bin docker:my-ora2pg-image schema/   # ora2pg from an image

ora2pg-gap-report --migrate on the sample packages: five steps, real ora2pg 25.0 and PostgreSQL 16

out/
  report.html        the scan of the source: what breaks, when, where, with a recipe per gap
  MIGRATION.md       the work as a checklist (keeps your ticks on the next run)
  prepared/          a copy of the source after --prepare; the source itself is not touched
  converted/         ora2pg's output, one file per object type, in load order, after --fix
  load-check.txt     with --load-check: every statement that did not load, and why
  load-check.json    the same for a pipeline

The steps are the modes described below, run in the order a migration needs them. A few things --migrate does that running them by hand would not:

  • ora2pg runs once per object type on all the source files at once, so a call from one package to another converts (two separate runs lose it, see GAP-117);
  • in file mode ora2pg's -t TYPE, FUNCTION and PROCEDURE also extract the members of packages, without the package name, so every one of them would come out twice; those runs get the source without its packages, and -t PACKAGE gets only the packages (it would glue an object that follows the last package body into that body);
  • it puts back what ora2pg's output has lost but the source still says, checked on PostgreSQL 16 the way --fix is: a trigger without FOR EACH ROW stays a statement trigger (GAP-118), a package constant whose value is a literal is written as that literal wherever ora2pg left a current_setting() read or a DEFAULT naming it (GAP-114, GAP-119, GAP-036), a MySQL ENUM column gets the CREATE TYPE ora2pg names but never writes (GAP-068);
  • running again into the same out/ replaces the generated files and keeps the checklist's ticks; a directory it did not create is refused.

Exit code 1 when --load-check finds statements that do not load, 2 when the run cannot be done (no ora2pg, no docker), 0 otherwise.

Preparing the source (--prepare)

Some gaps cannot be repaired in ora2pg's output, because ora2pg has already thrown away what the repair would need: a T-SQL script with bracketed names comes out with a column of type [INT] and the nvarchar(100) length gone, a MySQL trigger under DELIMITER // does not come out at all. Each of these converts correctly when the same source is written in the plainer form ora2pg's parser expects. --prepare writes it that way, before ora2pg reads the dump:

Dialect Gaps What it rewrites
mysql GAP-106, 107 DELIMITER // blocks: the directive goes, each statement ends with ;
mysql GAP-108 DEFINER=user@host is removed from CREATE
mysql GAP-109 /*!50003 CREATE ... */ around triggers, views and routines is unwrapped (session settings stay comments)
mysql GAP-110 CREATE TABLE IF NOT EXISTS -> CREATE TABLE
mysql GAP-073, 128 KEY idx (a) -> INDEX idx (a); an unnamed index gets <table>_<column>_idx; an index name used on several tables becomes <table>_<name>
oracle GAP-062 q'[it's]' -> 'it''s'
oracle GAP-112 CREATE TABLE IF NOT EXISTS -> CREATE TABLE
mssql GAP-087 [dbo].[Orders] -> dbo.Orders, [nvarchar](100) -> nvarchar(100)
mssql GAP-126 GO lines are removed, and a bare END that closed a batch gets its ;
cp -r dump/ dump.prepared/                                        # work on a copy
ora2pg-gap-report --prepare --dialect mysql dump.prepared/          # prints a diff
ora2pg-gap-report --prepare --dialect mysql --write dump.prepared/  # rewrites the files
ora2pg -m -i dump.prepared/schema.sql ...

The text means the same before and after: brackets, a DELIMITER directive, a version-comment wrapper or a definer change how it is written, not what it defines. Nothing inside a string or a comment is touched. Every rewrite was confirmed by running ora2pg 25.0 on both forms and loading the results into PostgreSQL 16, and the test suite repeats that: against the real ora2pg in CI, and against PostgreSQL with checks of behaviour (the trigger fires, the procedure updates its row). The scan report and --explain name the command for every gap it removes.

Autofix (--fix)

Everything above only flags and explains — this project is a detector, not a parser, and rewriting DDL about to be deployed is a much riskier thing to get wrong than a missed or extra flag (see docs/ARCHITECTURE.md). --fix is a narrow, deliberate exception: only corrections where the "buggy" shape is never what a correct migration would produce and the fix is a pure, unambiguous text transformation. Seven qualify so far, and which of them run is decided by --dialect:

Dialect Fix What it undoes
oracle GAP-028 ora2pg wraps an identity column's sequence options in an extra, redundant pair of parens (GENERATED ALWAYS AS IDENTITY ((START WITH 1))), which won't load. Strips exactly that outer pair
oracle GAP-024 A recursive WITH is copied without the RECURSIVE keyword Oracle does not need and PostgreSQL does (relation "tree" does not exist). Adds the keyword to a WITH whose CTE refers to itself; one followed by Oracle's SEARCH/CYCLE clause is left alone
oracle GAP-123 DBMS_LOCK.SLEEP becomes pg_sleep(n); - ora2pg's own PERFORM rule is shadowed by an earlier bare rewrite, and PL/pgSQL rejects a function called as a statement. Writes PERFORM before a pg_sleep( that starts a statement
mssql GAP-100 CHARINDEX is translated to the right function but with the quotes doubled — position(''abc'' in x), which is not valid SQL. Removes the doubling, touching nothing else
mssql GAP-091 A parameterless procedure gets an empty, unparseable DECLARE ; block. Deletes it — which is exactly what ora2pg itself emits for the same procedure when it takes a parameter
mssql GAP-125 SSMS qualifies every name with its schema ([dbo].[Orders]); ora2pg keeps it everywhere but never creates it, so nothing loads (schema "dbo" does not exist). Writes CREATE SCHEMA IF NOT EXISTS dbo; after the header for each schema the file uses and does not create
mysql GAP-075 MySQL's LIMIT offset, count is copied as it is, and PostgreSQL rejects it (LIMIT #,# syntax is not supported). Rewrites it to LIMIT count OFFSET offset; every other MySQL gap needs a design decision or data the generated file no longer has, so it gets no fix

All seven were verified the same way the gaps themselves were: the broken output failing to load into a real PostgreSQL 16, and the fixed output loading and running.

ora2pg-gap-report --fix generated_postgresql/          # prints a diff, changes nothing
ora2pg-gap-report --fix --write generated_postgresql/  # actually rewrites the files
ora2pg-gap-report --fix --dialect mssql --write out/   # the T-SQL fixes

Like --verify, it reads its paths as ora2pg's generated PostgreSQL output, not the Oracle source — the bug lives in ora2pg's own conversion logic, not in anything the Oracle DDL says. Dry-run by default; --write is required to touch anything on disk. A file changes only where it is fixed: its encoding (cp1251 included), Windows line endings, BOM and permissions are kept, and the diff is written in the file's own bytes, so it applies with patch/git apply. Standalone mode, same as --verify/--tui/--explain — not combinable with the scan-shaping flags.

A runnable, real (not simulated) walk through the whole SCAN -> migrate -> VERIFY lifecycle — real ora2pg 25.0 output, both the broken and a manually fixed version confirmed against a real PostgreSQL 16 server — examples/end-to-end/.

Load check against a real PostgreSQL (--load-check)

--verify and --fix read text. --load-check asks PostgreSQL itself: it loads ora2pg's generated files into a real server and says, for every statement that fails, what it is and what to do about it.

ora2pg-gap-report --load-check docker generated_postgresql/
ora2pg-gap-report --load-check docker:postgres:17 generated_postgresql/   # another image
ora2pg-gap-report --load-check postgresql://me@localhost/scratch out/     # an existing server
ora2pg-gap-report --load-check docker out/ -f json -o load.json           # for a pipeline
* Load check against PostgreSQL

  Server       docker postgres:16-alpine (16.4)
  Loaded       12 files, 418 statements
  Didn't load  9
    --fix repairs it       2
    a known gap            4
    not in the registry    1
    a missing object       2

● --fix repairs these  2
  out/TABLE_output.sql:41  42601  syntax error at or near "("
    GAP-028 · GENERATED ... AS IDENTITY (...) with options — a doubled-parenthesis bug
    -> ora2pg-gap-report --fix --write out/TABLE_output.sql

● Known ora2pg gaps  4
  out/PACKAGE_output.sql:212  42601  syntax error at or near "IS"
    GAP-003 · TYPE ... IS TABLE OF / BULK COLLECT INTO / FORALL
    -> What to do: ora2pg-gap-report --explain GAP-003
  ...

Each error lands in one of five groups, in the order worth working through:

Group Meaning
--fix repairs it One of the --fix fixes applies to the failing statement
a known gap A registered gap's construct sits in the failing statement - --explain GAP-NNN says what to do
not in the registry Fails, and matches nothing this tool knows. If it is ora2pg's doing, tell us
a missing object Refers to a table, type or function that doesn't exist - usually the echo of an earlier failure, so fix the groups above first
can't be checked here Not a migration error: the statement can't run inside the check's transaction (CREATE INDEX CONCURRENTLY), the server refused a privilege, or a timeout fired. Doesn't affect the exit code

Targets. docker starts a fresh postgres:16-alpine container (the version every gap here was confirmed on), publishes no port, and removes it afterwards - only docker is needed, psql runs inside the container. docker:IMAGE uses an image of your own (say, one with orafce). Anything else is a libpq connection string or URI, used through the local psql.

Nothing is left behind. All files run in one transaction with psql's ON_ERROR_ROLLBACK, so a failed statement doesn't stop the rest, and the transaction is rolled back at the end. Before loading, each file's own COMMIT/BEGIN/END and psql commands (\set ON_ERROR_STOP, \i, \connect) are blanked out - replaced with spaces, so line numbers stay exactly those of your file. Even so, with a connection string point it at an empty scratch database: DDL holds its locks until the rollback.

What "loaded" means. ora2pg puts SET check_function_bodies = false at the top of every file it writes, which makes PostgreSQL accept a PL/pgSQL body without parsing it - so a procedure still full of Oracle syntax "loads". The check turns it back on, which is where most of this registry's "fails at compile time" gaps show up. Nothing is executed: a statement that loads can still behave differently from Oracle at run time, and the report says so.

Order. Files named on the command line load in the order given. A directory's files load in ora2pg's type order - types, sequences, tables, views, routines, triggers, indexes, constraints, foreign keys, grants - so a table exists before its indexes and foreign keys.

Exit codes: 0 everything loaded, 1 something didn't (a CI gate, like --fail-on), 2 the check couldn't run (no docker or psql, no connection) or a file was skipped. --format terminal (default) and --format json (schema); --dialect picks the detectors and fixes used to explain the errors. Standalone mode, like --verify/--fix.

Exporting DDL directly from Oracle (optional)

If you have a live Oracle schema on hand instead of an already-prepared DDL dump:

pip install "ora2pg-gap-report[oracle]"   # adds python-oracledb, thin mode, no Instant Client

ora2pg-gap-export --dsn host:1521/ORCLPDB1 --user hr --output-dir dumps/
# the password comes from the ORACLE_PASSWORD environment variable, or is prompted for interactively

ora2pg-gap-report dumps/*.sql

It exports 14 object types — package specs and bodies, triggers, standalone procedures and functions, types and type bodies, views, materialized views and their logs, tables, indexes, sequences and synonyms — one .sql file per object, so the schema-level detectors (table clauses, indexes, sequences, synonyms) see as much as the code-level ones do. Narrow it with --types when a schema is large and only part of it is in scope:

ora2pg-gap-export --dsn host:1521/ORCLPDB1 --user hr --types package-body,trigger

An object whose DDL the connected user may not read (ORA-31603, routine on a real schema) is skipped and named at the end, rather than failing the whole export. Exporting again into the same directory replaces the previous export's files.

ora2pg-gap-export is a separate command, not a flag on ora2pg-gap-report, deliberately: exporting requires network access to Oracle, analysis never does. In a closed environment this is often two different machines (a jump host with DB access, and an isolated workstation for analysis) — the only thing that needs to cross that boundary is the already-exported .sql files.

Installing without internet access (closed network)

This tool's target audience is exactly isolated networks with no outside access, so pip install usually isn't an option there. The solution: build a self-contained archive on a machine with internet access, move it over by whatever means the environment allows (scp/sftp/via a jump host/on a USB drive), and install it on the target machine with no network at all:

# On a machine with internet access, from a repo checkout:
python scripts/build_offline_bundle.py --oracle   # --oracle is optional, --dev for pytest
# -> ora2pg-gap-report-offline.tar.gz (the package + rich + everything
#   transitively, including oracledb and its dependencies if --oracle is given)

scp ora2pg-gap-report-offline.tar.gz user@jump-host:/tmp/
# ...however you can get it the rest of the way to the target machine —
# sftp, another jump host, a physical transfer

# On the target machine, WITHOUT internet access:
tar xzf ora2pg-gap-report-offline.tar.gz
cd ora2pg-gap-report-offline
./install.sh oracle        # or: python3 install.py oracle

install.sh/install.py call pip install --no-index --find-links=./wheels ... — pip installs entirely from the .whl files sitting next to it, not a single network call.

rich and its dependencies (markdown-it-py, pygments, mdurl) are pure Python — one set of wheels works everywhere. oracledb (only pulled in with --oracle) ships platform-specific wheels — if the build machine differs from the target machine's OS/architecture/Python version, pass --platform/--python-version/--abi to build_offline_bundle.py (see --help) to download wheels for the actual target platform, not the one the script happens to be running on.

Every GitHub Release also ships a base bundle (no --oracle) as a downloadable asset — built the same way in CI — for anyone who just wants the base install without running the script themselves.

Development and architecture

pip install -e ".[dev]"   # editable mode + pytest
pytest

How the tool is built internally (the lexer, masking, finding attribution, dynamic SQL handling, file layout) — in docs/ARCHITECTURE.md. How to verify changes, what real open-source code corpus is used to check detectors for false positives, how to confirm a finding against a live Oracle instance — in docs/DEVELOPMENT.md. How to submit a finding or a PR — in CONTRIBUTING.md, code of conduct — in CODE_OF_CONDUCT.md, how to report a vulnerability — in SECURITY.md. Where the project is headed, and what is already built versus still just an idea waiting for a real use case — in ROADMAP.md.

(Each of these also has a Russian version beside it, as .ru.md.)

Changelog

Version history — CHANGELOG.md.

License

Apache 2.0, see LICENSE.

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