test: add loader goldens for biologics / batmo / arbin_sql_h5 (#655)

tests/data/goldens/README.md

@@ -20,6 +20,9 @@ Full convention, naming rules, and how to add suites: [`../../README.md`](../../
 | `loader_neware_txt` | `testdata/data/neware_uio.csv` | `raw.parquet`, `raw_units.json`, `meta.json`, `metrics.json` |
 | `loader_pec_csv` | `testdata/data/pec.csv` | `raw.parquet`, `raw_units.json`, `meta.json`, `metrics.json` |
 | `loader_custom` | `testdata/data/custom_data_001.csv` + `custom_instrument_001.yml` | `raw.parquet`, `raw_units.json`, `meta.json`, `metrics.json` |
+| `loader_biologics_mpr` | `testdata/data/biol.mpr` | `raw.parquet`, `raw_units.json`, `meta.json`, `metrics.json` |
+| `loader_batmo_bdf` | `testdata/data/batmo_bdf.csv` | `raw.parquet`, `raw_units.json`, `meta.json`, `metrics.json` |
+| `loader_arbin_sql_h5` | `testdata/data/20200624_test001_cc_01.h5` | `raw.parquet`, `raw_units.json`, `meta.json`, `metrics.json` |
 | `curve_get_cap_*`, `curve_get_ccap_*`, `curve_get_dcap_*`, `curve_get_ocv_*` | `testdata/data/20160805_test001_45_cc_01.res` (via cellpy pipeline) | `curve.parquet`, `metrics.json`; `null_data.json` for NullData cases |
 | `ica_dqdv_*` | `testdata/data/20160805_test001_45_cc_01.res` (via cellpy pipeline) | `ica.parquet`, `metrics.json` |
 

tests/data/goldens/loader_arbin_sql_h5/meta.json

@@ -0,0 +1,53 @@
+{
+  "meta_common": {
+    "active_electrode_area": 1.0,
+    "active_electrode_current_collector": "standard",
+    "active_electrode_loading": 1.0,
+    "active_electrode_thickness": 1.0,
+    "active_electrode_type": "standard",
+    "cell_name": "20200624_test001_cc_01",
+    "cell_type": "standard",
+    "cellpy_file_version": 8,
+    "comment": "",
+    "counter_electrode_type": "standard",
+    "electrolyte_type": "standard",
+    "electrolyte_volume": 1.0,
+    "experiment_type": "cycling",
+    "file_errors": null,
+    "mass": 0.009999999776482582,
+    "material": "silicon",
+    "nom_cap": 3.5999999046325684,
+    "nom_cap_specifics": "gravimetric",
+    "raw_id": null,
+    "reference_electrode_current_collector": "standard",
+    "reference_electrode_type": "standard",
+    "separator_type": "standard",
+    "start_datetime": "2020-06-24T14:25:33.460200",
+    "tester_ID": null,
+    "tester_calibration_date": null,
+    "tester_client_software_version": null,
+    "tester_server_software_version": null,
+    "time_zone": null,
+    "tot_mass": 1.0
+  },
+  "meta_test_dependent": {
+    "channel_index": 2,
+    "creator": null,
+    "cycle_mode": "anode",
+    "test_ID": 1,
+    "test_type": null,
+    "voltage_lim_high": 1.0,
+    "voltage_lim_low": 0.0
+  },
+  "raw_limits": {
+    "current_hard": 1e-13,
+    "current_soft": 1e-05,
+    "ir_change": 1e-05,
+    "stable_charge_hard": 0.9,
+    "stable_charge_soft": 5.0,
+    "stable_current_hard": 2.0,
+    "stable_current_soft": 4.0,
+    "stable_voltage_hard": 2.0,
+    "stable_voltage_soft": 4.0
+  }
+}

tests/data/goldens/loader_arbin_sql_h5/metrics.json

@@ -0,0 +1,7 @@
+{
+  "instrument": "arbin_sql_h5",
+  "n_columns": 16,
+  "n_rows": 47,
+  "source": "testdata/data/20200624_test001_cc_01.h5",
+  "suite": "loader_arbin_sql_h5"
+}

tests/data/goldens/loader_arbin_sql_h5/raw_units.json

@@ -0,0 +1,20 @@
+{
+  "area": "cm**2",
+  "charge": "Ah",
+  "current": "A",
+  "energy": "Wh",
+  "frequency": "hz",
+  "length": "cm",
+  "mass": "g",
+  "nominal_capacity": "Ah/g",
+  "power": "W",
+  "pressure": "bar",
+  "resistance": "ohm",
+  "specific_areal": "cm**2",
+  "specific_gravimetric": "g",
+  "specific_volumetric": "cm**3",
+  "temperature": "C",
+  "time": "sec",
+  "voltage": "V",
+  "volume": "cm**3"
+}

tests/data/goldens/loader_batmo_bdf/meta.json

@@ -0,0 +1,53 @@
+{
+  "meta_common": {
+    "active_electrode_area": 1.0,
+    "active_electrode_current_collector": "standard",
+    "active_electrode_loading": 1.0,
+    "active_electrode_thickness": 1.0,
+    "active_electrode_type": "standard",
+    "cell_name": "batmo_bdf",
+    "cell_type": "standard",
+    "cellpy_file_version": 8,
+    "comment": "",
+    "counter_electrode_type": "standard",
+    "electrolyte_type": "standard",
+    "electrolyte_volume": 1.0,
+    "experiment_type": "cycling",
+    "file_errors": null,
+    "mass": 1.0,
+    "material": "silicon",
+    "nom_cap": 1.0,
+    "nom_cap_specifics": "gravimetric",
+    "raw_id": null,
+    "reference_electrode_current_collector": "standard",
+    "reference_electrode_type": "standard",
+    "separator_type": "standard",
+    "start_datetime": "1970-01-01T00:08:20",
+    "tester_ID": null,
+    "tester_calibration_date": null,
+    "tester_client_software_version": null,
+    "tester_server_software_version": null,
+    "time_zone": null,
+    "tot_mass": 1.0
+  },
+  "meta_test_dependent": {
+    "channel_index": null,
+    "creator": null,
+    "cycle_mode": "anode",
+    "test_ID": null,
+    "test_type": null,
+    "voltage_lim_high": 1.0,
+    "voltage_lim_low": 0.0
+  },
+  "raw_limits": {
+    "current_hard": 1e-13,
+    "current_soft": 1e-05,
+    "ir_change": 1e-05,
+    "stable_charge_hard": 0.9,
+    "stable_charge_soft": 5.0,
+    "stable_current_hard": 2.0,
+    "stable_current_soft": 4.0,
+    "stable_voltage_hard": 2.0,
+    "stable_voltage_soft": 4.0
+  }
+}

tests/data/goldens/loader_batmo_bdf/metrics.json

@@ -0,0 +1,7 @@
+{
+  "instrument": "batmo_bdf",
+  "n_columns": 13,
+  "n_rows": 21206,
+  "source": "testdata/data/batmo_bdf.csv",
+  "suite": "loader_batmo_bdf"
+}

tests/data/goldens/loader_batmo_bdf/raw_units.json

@@ -0,0 +1,20 @@
+{
+  "area": "cm**2",
+  "charge": "Ah",
+  "current": "A",
+  "energy": "Wh",
+  "frequency": "hz",
+  "length": "cm",
+  "mass": "g",
+  "nominal_capacity": "mAh/g",
+  "power": "W",
+  "pressure": "bar",
+  "resistance": "ohm",
+  "specific_areal": "cm**2",
+  "specific_gravimetric": "g",
+  "specific_volumetric": "cm**3",
+  "temperature": "C",
+  "time": "sec",
+  "voltage": "V",
+  "volume": "cm**3"
+}

tests/data/goldens/loader_biologics_mpr/meta.json

@@ -0,0 +1,53 @@
+{
+  "meta_common": {
+    "active_electrode_area": 1.0,
+    "active_electrode_current_collector": "standard",
+    "active_electrode_loading": 1.0,
+    "active_electrode_thickness": 1.0,
+    "active_electrode_type": "standard",
+    "cell_name": "biol",
+    "cell_type": "standard",
+    "cellpy_file_version": 8,
+    "comment": "",
+    "counter_electrode_type": "standard",
+    "electrolyte_type": "standard",
+    "electrolyte_volume": 1.0,
+    "experiment_type": "cycling",
+    "file_errors": null,
+    "mass": 1.0,
+    "material": "silicon",
+    "nom_cap": 1.0,
+    "nom_cap_specifics": "gravimetric",
+    "raw_id": null,
+    "reference_electrode_current_collector": "standard",
+    "reference_electrode_type": "standard",
+    "separator_type": "standard",
+    "start_datetime": null,
+    "tester_ID": null,
+    "tester_calibration_date": null,
+    "tester_client_software_version": null,
+    "tester_server_software_version": null,
+    "time_zone": null,
+    "tot_mass": 1.0
+  },
+  "meta_test_dependent": {
+    "channel_index": null,
+    "creator": null,
+    "cycle_mode": "anode",
+    "test_ID": null,
+    "test_type": null,
+    "voltage_lim_high": 1.0,
+    "voltage_lim_low": 0.0
+  },
+  "raw_limits": {
+    "current_hard": 1e-13,
+    "current_soft": 1e-05,
+    "ir_change": 1e-05,
+    "stable_charge_hard": 0.9,
+    "stable_charge_soft": 5.0,
+    "stable_current_hard": 2.0,
+    "stable_current_soft": 4.0,
+    "stable_voltage_hard": 2.0,
+    "stable_voltage_soft": 4.0
+  }
+}

tests/data/goldens/loader_biologics_mpr/metrics.json

@@ -0,0 +1,7 @@
+{
+  "instrument": "biologics_mpr",
+  "n_columns": 47,
+  "n_rows": 23561,
+  "source": "testdata/data/biol.mpr",
+  "suite": "loader_biologics_mpr"
+}

tests/data/goldens/loader_biologics_mpr/raw_units.json

@@ -0,0 +1,20 @@
+{
+  "area": "cm**2",
+  "charge": "mAh",
+  "current": "mA",
+  "energy": "Wh",
+  "frequency": "hz",
+  "length": "cm",
+  "mass": "g",
+  "nominal_capacity": "mAh/g",
+  "power": "W",
+  "pressure": "bar",
+  "resistance": "ohm",
+  "specific_areal": "cm**2",
+  "specific_gravimetric": "g",
+  "specific_volumetric": "cm**3",
+  "temperature": "C",
+  "time": "sec",
+  "voltage": "V",
+  "volume": "cm**3"
+}

tests/loader_golden_support.py

@@ -129,6 +129,25 @@ def skip_reason(self) -> str | None:
         source="testdata/data/custom_data_001.csv",
         instrument_file="testdata/data/custom_instrument_001.yml",
     ),
+    LoaderGoldenSpec(
+        suite="loader_biologics_mpr",
+        instrument="biologics_mpr",
+        source="testdata/data/biol.mpr",
+    ),
+    LoaderGoldenSpec(
+        suite="loader_batmo_bdf",
+        instrument="batmo_bdf",
+        source="testdata/data/batmo_bdf.csv",
+    ),
+    LoaderGoldenSpec(
+        suite="loader_arbin_sql_h5",
+        instrument="arbin_sql_h5",
+        source="testdata/data/20200624_test001_cc_01.h5",
+    ),
+    # NOTE: loader_neware_nda is intentionally absent — the fastnda-based
+    # Neware loader needs the optional `fastnda` backend to produce a snapshot,
+    # which isn't in the test env, so its golden can't be generated here.
+    # Deferred to #655 Phase 2 (generate where fastnda is installed).
 )