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A simple Declarative ORM for Redis using pydantic Models
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sopherapps/pydantic-redis
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A simple declarative ORM for Redis
Documentation:https://sopherapps.github.io/pydantic-redis
Source Code:https://github.com/sopherapps/pydantic-redis
Most Notable Features are:
- Define business domain objects aspydantic and automatically get abilityto save them as is inredis with an intuitive API of
insert,update,delete,select - Maintain simple relationships between domain objects by simply nesting them either as single objects or lists, or tuples.Any direct or indirect update to a nested object will automatically reflect in all parent objects that have it nested inthem when queried again from redis.
- Both synchronous and asynchronous APIs available.
On an average PC ~16GB RAM, i7 Core
-------------------------------------------------- benchmark: 22 tests --------------------------------------------------Name (time in us) Mean Min Max -------------------------------------------------------------------------------------------------------------------------benchmark_select_columns_for_one_id[redis_store-book2] 124.2687 (1.00) 115.4530 (1.0) 331.8030 (1.26) benchmark_select_columns_for_one_id[redis_store-book0] 123.7213 (1.0) 115.6680 (1.00) 305.7170 (1.16) benchmark_select_columns_for_one_id[redis_store-book3] 124.4495 (1.01) 115.9580 (1.00) 263.4370 (1.0) benchmark_select_columns_for_one_id[redis_store-book1] 124.8431 (1.01) 117.4770 (1.02) 310.3140 (1.18) benchmark_select_columns_for_some_items[redis_store] 128.0657 (1.04) 118.6380 (1.03) 330.2680 (1.25) benchmark_delete[redis_store-Wuthering Heights] 131.8713 (1.07) 125.9920 (1.09) 328.9660 (1.25) benchmark_bulk_delete[redis_store] 148.6963 (1.20) 142.3190 (1.23) 347.4750 (1.32) benchmark_select_all_for_one_id[redis_store-book3] 211.6941 (1.71) 195.6520 (1.69) 422.8840 (1.61) benchmark_select_all_for_one_id[redis_store-book2] 212.3612 (1.72) 195.9020 (1.70) 447.4910 (1.70) benchmark_select_all_for_one_id[redis_store-book1] 212.9524 (1.72) 197.7530 (1.71) 423.3030 (1.61) benchmark_select_all_for_one_id[redis_store-book0] 214.9924 (1.74) 198.8280 (1.72) 402.6310 (1.53) benchmark_select_columns_paginated[redis_store] 227.9248 (1.84) 211.0610 (1.83) 425.8390 (1.62) benchmark_select_some_items[redis_store] 297.5700 (2.41) 271.1510 (2.35) 572.1220 (2.17) benchmark_select_default_paginated[redis_store] 301.7495 (2.44) 282.6500 (2.45) 490.3450 (1.86) benchmark_select_columns[redis_store] 316.2119 (2.56) 290.6110 (2.52) 578.0310 (2.19) benchmark_update[redis_store-Wuthering Heights-data0] 346.5816 (2.80) 304.5420 (2.64) 618.0250 (2.35) benchmark_single_insert[redis_store-book2] 378.0613 (3.06) 337.8070 (2.93) 616.4930 (2.34) benchmark_single_insert[redis_store-book0] 396.6513 (3.21) 347.1000 (3.01) 696.1350 (2.64) benchmark_single_insert[redis_store-book3] 395.9082 (3.20) 361.0980 (3.13) 623.8630 (2.37) benchmark_single_insert[redis_store-book1] 401.1377 (3.24) 363.5890 (3.15) 610.4400 (2.32) benchmark_select_default[redis_store] 498.4673 (4.03) 428.1350 (3.71) 769.7640 (2.92) benchmark_bulk_insert[redis_store] 1,025.0436 (8.29) 962.2230 (8.33) 1,200.3840 (4.56) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- benchmark: 22 tests ------------------------------------------------Name (time in us) Mean Min Max ---------------------------------------------------------------------------------------------------------------------benchmark_delete[redis_store-Wuthering Heights] 116.4282 (1.0) 103.9220 (1.0) 366.6500 (1.0) benchmark_bulk_delete[redis_store] 125.1484 (1.07) 110.2590 (1.06) 393.1860 (1.07) benchmark_select_columns_for_one_id[redis_store-book0] 176.7461 (1.52) 151.4150 (1.46) 484.4690 (1.32) benchmark_select_columns_for_one_id[redis_store-book3] 175.1838 (1.50) 152.3430 (1.47) 443.8120 (1.21) benchmark_select_columns_for_one_id[redis_store-book1] 176.9439 (1.52) 152.9350 (1.47) 464.4280 (1.27) benchmark_select_columns_for_one_id[redis_store-book2] 176.7885 (1.52) 153.0280 (1.47) 520.9390 (1.42) benchmark_select_all_for_one_id[redis_store-book0] 198.9879 (1.71) 173.8040 (1.67) 527.0550 (1.44) benchmark_select_all_for_one_id[redis_store-book1] 199.1717 (1.71) 175.8920 (1.69) 461.5000 (1.26) benchmark_select_all_for_one_id[redis_store-book2] 197.1996 (1.69) 177.9590 (1.71) 473.8830 (1.29) benchmark_select_all_for_one_id[redis_store-book3] 198.1436 (1.70) 178.1040 (1.71) 493.0560 (1.34) benchmark_select_columns_for_some_items[redis_store] 230.9837 (1.98) 209.6070 (2.02) 441.7680 (1.20) benchmark_select_columns_paginated[redis_store] 242.5208 (2.08) 212.4460 (2.04) 512.9250 (1.40) benchmark_update[redis_store-Wuthering Heights-data0] 253.0142 (2.17) 223.0690 (2.15) 548.3980 (1.50) benchmark_single_insert[redis_store-book2] 287.5952 (2.47) 246.2610 (2.37) 593.2120 (1.62) benchmark_select_some_items[redis_store] 274.5612 (2.36) 248.9740 (2.40) 539.6020 (1.47) benchmark_select_default_paginated[redis_store] 280.0070 (2.40) 254.9000 (2.45) 587.5320 (1.60) benchmark_single_insert[redis_store-book3] 293.2912 (2.52) 256.2000 (2.47) 523.5340 (1.43) benchmark_single_insert[redis_store-book1] 299.4127 (2.57) 258.5760 (2.49) 564.0550 (1.54) benchmark_single_insert[redis_store-book0] 293.0470 (2.52) 261.1910 (2.51) 590.2880 (1.61) benchmark_select_columns[redis_store] 347.7573 (2.99) 313.4880 (3.02) 624.8470 (1.70) benchmark_select_default[redis_store] 454.2192 (3.90) 398.2550 (3.83) 775.3050 (2.11) benchmark_bulk_insert[redis_store] 721.2247 (6.19) 673.9940 (6.49) 958.1200 (2.61) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- benchmark: 22 tests -------------------------------------------------Name (time in us) Mean Min Max -----------------------------------------------------------------------------------------------------------------------benchmark_delete[redis_store-Wuthering Heights] 123.2946 (1.02) 107.9690 (1.0) 502.6140 (1.33) benchmark_bulk_delete[redis_store] 120.5815 (1.0) 111.9320 (1.04) 378.8660 (1.0) benchmark_select_columns_for_one_id[redis_store-book2] 208.2612 (1.73) 180.4660 (1.67) 470.9860 (1.24) benchmark_select_columns_for_one_id[redis_store-book1] 207.9143 (1.72) 180.6440 (1.67) 489.6890 (1.29) benchmark_select_columns_for_one_id[redis_store-book0] 204.2471 (1.69) 183.4360 (1.70) 485.2500 (1.28) benchmark_select_columns_for_one_id[redis_store-book3] 209.5764 (1.74) 189.5780 (1.76) 462.5650 (1.22) benchmark_select_all_for_one_id[redis_store-book0] 226.4569 (1.88) 207.4920 (1.92) 499.9470 (1.32) benchmark_select_all_for_one_id[redis_store-book3] 241.5488 (2.00) 210.5230 (1.95) 504.5150 (1.33) benchmark_select_all_for_one_id[redis_store-book1] 234.4014 (1.94) 210.6420 (1.95) 501.2470 (1.32) benchmark_select_all_for_one_id[redis_store-book2] 228.9277 (1.90) 212.0090 (1.96) 509.5740 (1.34) benchmark_update[redis_store-Wuthering Heights-data0] 276.3908 (2.29) 238.3390 (2.21) 704.9450 (1.86) benchmark_single_insert[redis_store-book3] 311.0476 (2.58) 262.2940 (2.43) 589.3940 (1.56) benchmark_select_columns_for_some_items[redis_store] 291.2779 (2.42) 266.0960 (2.46) 564.3510 (1.49) benchmark_select_columns_paginated[redis_store] 300.4108 (2.49) 269.4740 (2.50) 552.8510 (1.46) benchmark_single_insert[redis_store-book1] 304.5771 (2.53) 274.1740 (2.54) 547.5210 (1.45) benchmark_single_insert[redis_store-book2] 317.2681 (2.63) 275.6170 (2.55) 641.5440 (1.69) benchmark_single_insert[redis_store-book0] 313.0004 (2.60) 277.3190 (2.57) 558.2160 (1.47) benchmark_select_some_items[redis_store] 343.2569 (2.85) 311.9140 (2.89) 624.6600 (1.65) benchmark_select_default_paginated[redis_store] 359.8463 (2.98) 325.8310 (3.02) 623.2360 (1.65) benchmark_select_columns[redis_store] 486.6047 (4.04) 429.3250 (3.98) 867.8780 (2.29) benchmark_select_default[redis_store] 631.3835 (5.24) 584.7630 (5.42) 1,033.5990 (2.73) benchmark_bulk_insert[redis_store] 761.0832 (6.31) 724.1240 (6.71) 1,034.2950 (2.73) -----------------------------------------------------------------------------------------------------------------------Contributions are welcome. The docs have to maintained, the code has to be made cleaner, more idiomatic and faster,and there might be need for someone else to take over this repo in case I move on to other things. It happens!
When you are ready, look at theCONTRIBUTIONS GUIDELINES
Copyright (c) 2020Martin Ahindura Licensed under theMIT License
"There is no condemnation now for those who live in union with Christ Jesus.For the law of the Spirit, which brings us life in union with Christ Jesus,has set me free from the law of sin and death"
-- Romans 8: 1-2
All glory be to God
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A simple Declarative ORM for Redis using pydantic Models
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