{ "tool": "haql-qc", "tool_version": "0.4.1", "ruleset_version": "1.2.0", "input": { "path": "/tmp/tmpkj4ckurw/tiny.csv", "sha256": "997b5aa659fdf44e0feafbd7cdefb1050c42b94e02da99a0edc9ad58561ab78a", "rows_read": 4, "wells_seen": 2 }, "run": { "started": "2026-10-01T23:27:44+00:00", "finished": "2026-10-01T23:27:44+00:00" }, "config": { "ingest": { "tool": "haql-qc", "tool_version": "0.4.1", "source": { "path": "/tmp/tmpkj4ckurw/tiny.csv", "sha256": "997b5aa659fdf44e0feafbd7cdefb1050c42b94e02da99a0edc9ad58561ab78a", "detected_format": "csv", "detection_reason": "comma-delimited text with a consistent field count", "member": null, "sheet": null, "header_row": 1, "available_sheets": [], "rows_extracted": 4, "truncated": false }, "schema": { "roles": { "date": { "role": "date", "column": "DATEPRD", "confidence": "high", "basis": "exact match to known date name 'dateprd'; confirmed against column contents", "verified": false }, "gas": { "role": "gas", "column": "BORE_GAS_VOL", "confidence": "medium", "basis": "column name names the fluid", "verified": false }, "oil": { "role": "oil", "column": "BORE_OIL_VOL", "confidence": "medium", "basis": "column name names the fluid", "verified": false }, "uptime": { "role": "uptime", "column": "ON_STREAM_HRS", "confidence": "high", "basis": "name declares uptime in hours ('onstreamhrs'); confirmed against column contents", "verified": false }, "water": { "role": "water", "column": "BORE_WAT_VOL", "confidence": "medium", "basis": "column name names the fluid", "verified": false }, "well": { "role": "well identifier", "column": "WELL", "confidence": "high", "basis": "exact match to known well-identifier name 'well'; confirmed against column contents", "verified": false } }, "cadence": { "granularity": "daily", "confidence": "medium", "basis": "successive dates are one day apart" }, "units_declared_by_file": {}, "units_declared_by_operator": {}, "unit_sources": {}, "needs_confirmation": [ { "role": "well identifier", "column": "WELL", "confidence": "high", "basis": "exact match to known well-identifier name 'well'; confirmed against column contents", "verified": false }, { "role": "date", "column": "DATEPRD", "confidence": "high", "basis": "exact match to known date name 'dateprd'; confirmed against column contents", "verified": false }, { "role": "uptime", "column": "ON_STREAM_HRS", "confidence": "high", "basis": "name declares uptime in hours ('onstreamhrs'); confirmed against column contents", "verified": false } ], "unresolved": [], "notes": [] }, "role_overrides": {}, "warnings": [], "notes": [], "generated": "2026-10-01T23:27:44+00:00" }, "granularity": "daily", "well_column": "WELL", "date_column": "DATEPRD", "year_column": null, "month_column": null, "numeric_columns": [ "BORE_GAS_VOL", "BORE_OIL_VOL", "BORE_WAT_VOL", "ON_STREAM_HRS" ], "text_columns": [], "units_declared_by_file": {} }, "summary": { "rows_read": 4, "wells_seen": 2, "issue_count": 5, "by_severity": { "critical": 0, "high": 4, "medium": 0, "low": 0, "info": 1 }, "by_rule": { "QC014_SHUTIN_PRODUCTION": 3, "QC010_NEGATIVE_RATE": 1, "QC015_IMPLAUSIBLE_RATE": 1 }, "auto_correctable": 0, "corrections_applied": 0 }, "issues": [ { "rule_id": "QC010_NEGATIVE_RATE", "well_id": "25/1-A-1", "date": "2024-01-02", "severity": "high", "message": "negative volume in 'BORE_OIL_VOL'", "source_row": 4, "column": "BORE_OIL_VOL", "observed": -5.0, "expected": ">= 0", "unit": null, "auto_correctable": false, "suggestion": "confirm sign convention before flipping; negative production volume is not physically realisable", "correction": "none", "original_value": "-5", "context": { "injection": false } }, { "rule_id": "QC014_SHUTIN_PRODUCTION", "well_id": "25/1-A-1", "date": "2024-01-03", "severity": "high", "message": "ON_STREAM_HRS = 0 but 'BORE_OIL_VOL' = 105, 105% of this well's typical 100; the well cannot be producing", "source_row": 5, "column": "BORE_OIL_VOL", "observed": 105.0, "expected": "0 when the well is not producing", "unit": null, "auto_correctable": false, "suggestion": "either ON_STREAM_HRS is wrong or 'BORE_OIL_VOL' is. A shut-in well should report zero across all rate columns", "correction": "none", "original_value": "105", "context": { "uptime_column": "ON_STREAM_HRS", "uptime_value": 0.0, "volume_column": "BORE_OIL_VOL", "volume_value": 105.0, "well_median_for_column": 100.0, "ratio_to_well_median": 1.05, "material": true } }, { "rule_id": "QC014_SHUTIN_PRODUCTION", "well_id": "25/1-A-1", "date": "2024-01-03", "severity": "high", "message": "ON_STREAM_HRS = 0 but 'BORE_WAT_VOL' = 52, 104% of this well's typical 50; the well cannot be producing", "source_row": 5, "column": "BORE_WAT_VOL", "observed": 52.0, "expected": "0 when the well is not producing", "unit": null, "auto_correctable": false, "suggestion": "either ON_STREAM_HRS is wrong or 'BORE_WAT_VOL' is. A shut-in well should report zero across all rate columns", "correction": "none", "original_value": "52", "context": { "uptime_column": "ON_STREAM_HRS", "uptime_value": 0.0, "volume_column": "BORE_WAT_VOL", "volume_value": 52.0, "well_median_for_column": 50.0, "ratio_to_well_median": 1.04, "material": true } }, { "rule_id": "QC014_SHUTIN_PRODUCTION", "well_id": "25/1-A-1", "date": "2024-01-03", "severity": "high", "message": "ON_STREAM_HRS = 0 but 'BORE_GAS_VOL' = 2050, 102% of this well's typical 2000; the well cannot be producing", "source_row": 5, "column": "BORE_GAS_VOL", "observed": 2050.0, "expected": "0 when the well is not producing", "unit": null, "auto_correctable": false, "suggestion": "either ON_STREAM_HRS is wrong or 'BORE_GAS_VOL' is. A shut-in well should report zero across all rate columns", "correction": "none", "original_value": "2050", "context": { "uptime_column": "ON_STREAM_HRS", "uptime_value": 0.0, "volume_column": "BORE_GAS_VOL", "volume_value": 2050.0, "well_median_for_column": 2000.0, "ratio_to_well_median": 1.025, "material": true } }, { "rule_id": "QC015_IMPLAUSIBLE_RATE", "well_id": "", "date": "", "severity": "info", "message": "3 column(s) skipped for plausibility: unit not declared, so readings were not converted to a comparable unit", "source_row": 0, "column": "BORE_GAS_VOL,BORE_OIL_VOL,BORE_WAT_VOL", "observed": "BORE_GAS_VOL,BORE_OIL_VOL,BORE_WAT_VOL", "expected": "declare a unit, e.g. --declare-unit BORE_OIL_VOL=Sm3", "unit": null, "auto_correctable": false, "suggestion": "add --declare-unit = to cover these columns", "correction": "none", "original_value": null, "context": { "skipped_columns": [ "BORE_GAS_VOL", "BORE_OIL_VOL", "BORE_WAT_VOL" ] } } ] }